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Fielding D, Lakis V, Dalley AJ, Chittoory H, Newell F, Koufariotis LT, Patch AM, Kazakoff S, Bashirzadeh F, Son JH, Ryan K, Steinfort D, Williamson JP, Bint M, Pahoff C, Nguyen PT, Twaddell S, Arnold D, Grainge C, Pattison A, Fairbairn D, Gune S, Christie J, Holmes O, Leonard C, Wood S, Pearson JV, Lakhani SR, Waddell N, Simpson PT, Nones K. Evaluation of Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA) Samples from Advanced Non-Small Cell Lung Cancer for Whole Genome, Whole Exome and Comprehensive Panel Sequencing. Cancers (Basel) 2024; 16:785. [PMID: 38398180 PMCID: PMC10887389 DOI: 10.3390/cancers16040785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 02/04/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is often the only source of tumor tissue from patients with advanced, inoperable lung cancer. EBUS-TBNA aspirates are used for the diagnosis, staging, and genomic testing to inform therapy options. Here we extracted DNA and RNA from 220 EBUS-TBNA aspirates to evaluate their suitability for whole genome (WGS), whole exome (WES), and comprehensive panel sequencing. For a subset of 40 cases, the same nucleic acid extraction was sequenced using WGS, WES, and the TruSight Oncology 500 assay. Genomic features were compared between sequencing platforms and compared with those reported by clinical testing. A total of 204 aspirates (92.7%) had sufficient DNA (100 ng) for comprehensive panel sequencing, and 109 aspirates (49.5%) had sufficient material for WGS. Comprehensive sequencing platforms detected all seven clinically reported tier 1 actionable mutations, an additional three (7%) tier 1 mutations, six (15%) tier 2-3 mutations, and biomarkers of potential immunotherapy benefit (tumor mutation burden and microsatellite instability). As expected, WGS was more suited for the detection and discovery of emerging novel biomarkers of treatment response. WGS could be performed in half of all EBUS-TBNA aspirates, which points to the enormous potential of EBUS-TBNA as source material for large, well-curated discovery-based studies for novel and more effective predictors of treatment response. Comprehensive panel sequencing is possible in the vast majority of fresh EBUS-TBNA aspirates and enhances the detection of actionable mutations over current clinical testing.
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Affiliation(s)
- David Fielding
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Andrew J. Dalley
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Haarika Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Lambros T. Koufariotis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Farzad Bashirzadeh
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Jung Hwa Son
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Kimberley Ryan
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Daniel Steinfort
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Melbourne, VIC 3050, Australia; (D.S.); (J.C.)
| | - Jonathan P. Williamson
- Department of Thoracic Medicine, Liverpool Hospital Sydney, Sydney, NSW 2170, Australia;
| | - Michael Bint
- Department of Respiratory and Sleep Medicine, Sunshine Coast University Hospital, Birtinya, QLD 4575, Australia; (M.B.); (A.P.)
| | - Carl Pahoff
- Department of Thoracic Medicine, Gold Coast University Hospital, Southport, QLD 4215, Australia;
| | - Phan Tien Nguyen
- Department of Thoracic Medicine, Royal Adelaide Hospital, Adelaide, SA 5000, Australia;
| | - Scott Twaddell
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - David Arnold
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - Christopher Grainge
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - Andrew Pattison
- Department of Respiratory and Sleep Medicine, Sunshine Coast University Hospital, Birtinya, QLD 4575, Australia; (M.B.); (A.P.)
| | - David Fairbairn
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia;
| | - Shailendra Gune
- NSW Health Pathology South, Liverpool Hospital, Sydney, NSW 2170, Australia;
| | - Jemma Christie
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Melbourne, VIC 3050, Australia; (D.S.); (J.C.)
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - John V. Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Sunil R. Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia;
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Peter T. Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
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Davidson AL, Dressel U, Norris S, Canson DM, Glubb DM, Fortuno C, Hollway GE, Parsons MT, Vidgen ME, Holmes O, Koufariotis LT, Lakis V, Leonard C, Wood S, Xu Q, McCart Reed AE, Pickett HA, Al-Shinnag MK, Austin RL, Burke J, Cops EJ, Nichols CB, Goodwin A, Harris MT, Higgins MJ, Ip EL, Kiraly-Borri C, Lau C, Mansour JL, Millward MW, Monnik MJ, Pachter NS, Ragunathan A, Susman RD, Townshend SL, Trainer AH, Troth SL, Tucker KM, Wallis MJ, Walsh M, Williams RA, Winship IM, Newell F, Tudini E, Pearson JV, Poplawski NK, Mar Fan HG, James PA, Spurdle AB, Waddell N, Ward RL. The clinical utility and costs of whole-genome sequencing to detect cancer susceptibility variants-a multi-site prospective cohort study. Genome Med 2023; 15:74. [PMID: 37723522 PMCID: PMC10507925 DOI: 10.1186/s13073-023-01223-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 08/18/2023] [Indexed: 09/20/2023] Open
Abstract
BACKGROUND Many families and individuals do not meet criteria for a known hereditary cancer syndrome but display unusual clusters of cancers. These families may carry pathogenic variants in cancer predisposition genes and be at higher risk for developing cancer. METHODS This multi-centre prospective study recruited 195 cancer-affected participants suspected to have a hereditary cancer syndrome for whom previous clinical targeted genetic testing was either not informative or not available. To identify pathogenic disease-causing variants explaining participant presentation, germline whole-genome sequencing (WGS) and a comprehensive cancer virtual gene panel analysis were undertaken. RESULTS Pathogenic variants consistent with the presenting cancer(s) were identified in 5.1% (10/195) of participants and pathogenic variants considered secondary findings with potential risk management implications were identified in another 9.7% (19/195) of participants. Health economic analysis estimated the marginal cost per case with an actionable variant was significantly lower for upfront WGS with virtual panel ($8744AUD) compared to standard testing followed by WGS ($24,894AUD). Financial analysis suggests that national adoption of diagnostic WGS testing would require a ninefold increase in government annual expenditure compared to conventional testing. CONCLUSIONS These findings make a case for replacing conventional testing with WGS to deliver clinically important benefits for cancer patients and families. The uptake of such an approach will depend on the perspectives of different payers on affordability.
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Affiliation(s)
- Aimee L Davidson
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Uwe Dressel
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Sarah Norris
- Faculty of Medicine and Health, University of Sydney, L2.22 The Quadrangle (A14), Sydney, NSW, 2006, Australia
| | - Daffodil M Canson
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Dylan M Glubb
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Cristina Fortuno
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Georgina E Hollway
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Michael T Parsons
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Miranda E Vidgen
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
- Australian Genomics, Melbourne, VIC, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Lambros T Koufariotis
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Amy E McCart Reed
- Centre for Clinical Research, University of Queensland, Brisbane, QLD, Australia
| | - Hilda A Pickett
- Children's Medical Research Institute, University of Sydney, Westmead, NSW, Australia
| | - Mohammad K Al-Shinnag
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Rachel L Austin
- Australian Genomics, Melbourne, VIC, Australia
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Jo Burke
- Tasmanian Clinical Genetics Service, Royal Hobart Hospital, Hobart, TAS, Australia
| | - Elisa J Cops
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Cassandra B Nichols
- Genetic Services of Western Australia, King Edward Memorial Hospital, Subiaco, WA, Australia
| | - Annabel Goodwin
- Cancer Genetics Department, Royal Prince Alfred Hospital, Sydney, NSW, Australia
- University of Sydney, Sydney, NSW, Australia
| | - Marion T Harris
- Monash Health Familial Cancer, Monash Health, Melbourne, VIC, Australia
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Megan J Higgins
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Emilia L Ip
- Cancer Genetics, Liverpool Hospital, Sydney, NSW, Australia
| | | | - Chiyan Lau
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Genomics, Pathology Queensland, Brisbane, QLD, Australia
| | - Julia L Mansour
- Tasmanian Clinical Genetics Service, Royal Hobart Hospital, Hobart, TAS, Australia
| | - Michael W Millward
- Tasmanian Clinical Genetics Service, Royal Hobart Hospital, Hobart, TAS, Australia
| | - Melissa J Monnik
- Adult Genetics Unit, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Nicholas S Pachter
- Genetic Services of Western Australia, King Edward Memorial Hospital, Subiaco, WA, Australia
- Faculty of Health and Medical Sciences, University of Western Australia, Perth, WA, Australia
| | - Abiramy Ragunathan
- Familial Cancer Services, The Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead, NSW, Australia
| | - Rachel D Susman
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Sharron L Townshend
- Genetic Services of Western Australia, King Edward Memorial Hospital, Subiaco, WA, Australia
| | - Alison H Trainer
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, VIC, Australia
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Simon L Troth
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Katherine M Tucker
- Prince of Wales Clinical School, UNSW Medicine and Health, The University of New South Wales, Sydney, NSW, Australia
- Hereditary Cancer Centre, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Mathew J Wallis
- Tasmanian Clinical Genetics Service, Royal Hobart Hospital, Hobart, TAS, Australia
- School of Medicine and Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Maie Walsh
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Rachel A Williams
- Prince of Wales Clinical School, UNSW Medicine and Health, The University of New South Wales, Sydney, NSW, Australia
- Hereditary Cancer Centre, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Ingrid M Winship
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
- Genomic Medicine and Familial Cancer Clinic, Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Emma Tudini
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
- Australian Genomics, Melbourne, VIC, Australia
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
| | - Nicola K Poplawski
- Adult Genetics Unit, Royal Adelaide Hospital, Adelaide, SA, Australia
- Adelaide Medical School, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, Australia
| | - Helen G Mar Fan
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Paul A James
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Amanda B Spurdle
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia.
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia.
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Robyn L Ward
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia.
- Faculty of Medicine and Health, University of Sydney, L2.22 The Quadrangle (A14), Sydney, NSW, 2006, Australia.
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M Naeini M, Newell F, Aoude LG, Bonazzi VF, Patel K, Lampe G, Koufariotis LT, Lakis V, Addala V, Kondrashova O, Johnston RL, Sharma S, Brosda S, Holmes O, Leonard C, Wood S, Xu Q, Thomas J, Walpole E, Tao Mai G, Ackland SP, Martin J, Burge M, Finch R, Karapetis CS, Shannon J, Nott L, Bohmer R, Wilson K, Barnes E, Zalcberg JR, Mark Smithers B, Simes J, Price T, Gebski V, Nones K, Watson DI, Pearson JV, Barbour AP, Waddell N. Multi-omic features of oesophageal adenocarcinoma in patients treated with preoperative neoadjuvant therapy. Nat Commun 2023; 14:3155. [PMID: 37258531 DOI: 10.1038/s41467-023-38891-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 05/19/2023] [Indexed: 06/02/2023] Open
Abstract
Oesophageal adenocarcinoma is a poor prognosis cancer and the molecular features underpinning response to treatment remain unclear. We investigate whole genome, transcriptomic and methylation data from 115 oesophageal adenocarcinoma patients mostly from the DOCTOR phase II clinical trial (Australian New Zealand Clinical Trials Registry-ACTRN12609000665235), with exploratory analysis pre-specified in the study protocol of the trial. We report genomic features associated with poorer overall survival, such as the APOBEC mutational and RS3-like rearrangement signatures. We also show that positron emission tomography non-responders have more sub-clonal genomic copy number alterations. Transcriptomic analysis categorises patients into four immune clusters correlated with survival. The immune suppressed cluster is associated with worse survival, enriched with myeloid-derived cells, and an epithelial-mesenchymal transition signature. The immune hot cluster is associated with better survival, enriched with lymphocytes, myeloid-derived cells, and an immune signature including CCL5, CD8A, and NKG7. The immune clusters highlight patients who may respond to immunotherapy and thus may guide future clinical trials.
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Affiliation(s)
- Marjan M Naeini
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Lauren G Aoude
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, 4102, Australia
| | - Vanessa F Bonazzi
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, 4102, Australia
| | - Kalpana Patel
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, 4102, Australia
| | - Guy Lampe
- Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia
| | | | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Venkateswar Addala
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Olga Kondrashova
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Rebecca L Johnston
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Sowmya Sharma
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, 4006, Australia
- Anatomical Pathology, Australian Clinical Labs, 2153, Sydney, Australia
| | - Sandra Brosda
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, 4102, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Janine Thomas
- Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia
- Mater Research Institute, Mater Misericordiae, South Brisbane, QLD, 4101, Australia
| | - Euan Walpole
- Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia
| | - G Tao Mai
- Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia
| | - Stephen P Ackland
- Department of Medical Oncology, Calvary Mater Newcastle, Waratah, NSW, 2298, Australia
| | - Jarad Martin
- Department of Radiation Oncology, Calvary Mater Newcastle, Waratah, NSW, 2298, Australia
| | - Matthew Burge
- Royal Brisbane and Women's Hospital, Herston, QLD, 4029, Australia
| | - Robert Finch
- Royal Brisbane and Women's Hospital, Herston, QLD, 4029, Australia
| | - Christos S Karapetis
- Flinders University Department of Medical Oncology, Flinders Medical Centre, Adelaide, SA, 5042, Australia
| | - Jenny Shannon
- Nepean Cancer Care Centre, Nepean Hospital, Sydney, NSW, 2747, Australia
| | - Louise Nott
- Department of Medical Oncology, Royal Hobart Hospital, Hobart, TAS, Australia
| | - Robert Bohmer
- Department of General Surgery, Royal Hobart Hospital, Hobart, TAS, Australia
| | - Kate Wilson
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, 2006, Australia
| | - Elizabeth Barnes
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, 2006, Australia
| | - John R Zalcberg
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, 3004, Australia
| | - B Mark Smithers
- Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, 4006, Australia
| | - John Simes
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, 2006, Australia
| | - Timothy Price
- Medical Oncology Unit, The Queen Elizabeth Hospital and University of Adelaide, Adelaide, SA, 5011, Australia
| | - Val Gebski
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, 2006, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - David I Watson
- Flinders University Discipline of Surgery, Flinders Medical Centre, Adelaide, SA, 5042, Australia
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Andrew P Barbour
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, 4102, Australia.
- Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia.
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia.
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Cymerblit-Sabba A, Walsh C, Duan KZ, Song J, Holmes O, Young WS. Simultaneous Knockouts of the Oxytocin and Vasopressin 1b Receptors in Hippocampal CA2 Impair Social Memory. bioRxiv 2023:2023.01.30.526271. [PMID: 36789441 PMCID: PMC9928026 DOI: 10.1101/2023.01.30.526271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Oxytocin (Oxt) and vasopressin (Avp) are two neuropeptides with many central actions related to social cognition. The oxytocin (Oxtr) and vasopressin 1b (Avpr1b) receptors are co-expressed in the pyramidal neurons of the hippocampal subfield CA2 and are known to play a critical role in social memory formation. How the neuropeptides perform this function in this region is not fully understood. Here, we report the behavioral effects of a life-long conditional removal (knockout, KO) of either the Oxtr alone or both Avpr1b and Oxtr from the pyramidal neurons of CA2 as well as the resultant changes in synaptic transmission within the different fields of the hippocampus. Surprisingly, the removal of both receptors results in mice that are unable to habituate to a familiar female presented for short duration over short intervals but are able to recognize and discriminate females when presented for a longer duration over a longer interval. Importantly, these double KO mice were unable to discriminate between a male littermate and a novel male. Synaptic transmission between CA3 and CA2 is enhanced in these mice, suggesting a compensatory mechanism is activated to make up for the loss of the receptors. Overall, our results demonstrate that co-expression of the receptors in CA2 is necessary to allow intact social memory processing.
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Affiliation(s)
- Adi Cymerblit-Sabba
- Section on Neural Gene Expression, National Institute of Mental Health (NIMH), National Institute of Health, Bethesda, MD, United States
| | - Caroline Walsh
- Section on Neural Gene Expression, National Institute of Mental Health (NIMH), National Institute of Health, Bethesda, MD, United States
| | - Kai-Zheng Duan
- Section on Neural Gene Expression, National Institute of Mental Health (NIMH), National Institute of Health, Bethesda, MD, United States
| | - June Song
- Section on Neural Gene Expression, National Institute of Mental Health (NIMH), National Institute of Health, Bethesda, MD, United States
| | - Oliver Holmes
- Section on Neural Gene Expression, National Institute of Mental Health (NIMH), National Institute of Health, Bethesda, MD, United States
| | - W Scott Young
- Section on Neural Gene Expression, National Institute of Mental Health (NIMH), National Institute of Health, Bethesda, MD, United States
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Gerstung M, Jolly C, Leshchiner I, Dentro SC, Gonzalez S, Rosebrock D, Mitchell TJ, Rubanova Y, Anur P, Yu K, Tarabichi M, Deshwar A, Wintersinger J, Kleinheinz K, Vázquez-García I, Haase K, Jerman L, Sengupta S, Macintyre G, Malikic S, Donmez N, Livitz DG, Cmero M, Demeulemeester J, Schumacher S, Fan Y, Yao X, Lee J, Schlesner M, Boutros PC, Bowtell DD, Zhu H, Getz G, Imielinski M, Beroukhim R, Sahinalp SC, Ji Y, Peifer M, Markowetz F, Mustonen V, Yuan K, Wang W, Morris QD, Spellman PT, Wedge DC, Van Loo P, Tarabichi M, Wintersinger J, Deshwar AG, Yu K, Gonzalez S, Rubanova Y, Macintyre G, Adams DJ, Anur P, Beroukhim R, Boutros PC, Bowtell DD, Campbell PJ, Cao S, Christie EL, Cmero M, Cun Y, Dawson KJ, Demeulemeester J, Donmez N, Drews RM, Eils R, Fan Y, Fittall M, Garsed DW, Getz G, Ha G, Imielinski M, Jerman L, Ji Y, Kleinheinz K, Lee J, Lee-Six H, Livitz DG, Malikic S, Markowetz F, Martincorena I, Mitchell TJ, Mustonen V, Oesper L, Peifer M, Peto M, Raphael BJ, Rosebrock D, Sahinalp SC, Salcedo A, Schlesner M, Schumacher S, Sengupta S, Shi R, Shin SJ, Spiro O, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Stein LD, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Vázquez-García I, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Vembu S, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Wheeler DA, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Yang TP, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Yao X, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Yuan K, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Zhu H, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Wang W, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Morris QD, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Spellman PT, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Wedge DC, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Van Loo P, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Spellman PT, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Wedge DC, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Van Loo P, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Aaltonen LA, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Abascal F, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Abeshouse A, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Aburatani H, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Adams DJ, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Agrawal N, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Ahn KS, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Ahn SM, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Aikata H, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Akbani R, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Akdemir KC, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Al-Ahmadie H, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Al-Sedairy ST, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, Viksna J, Al-Shahrour F, Vilain RE, Villasante I, Vincent-Salomon A, Visakorpi T, Voet D, Vyas P, Vázquez-García I, Waddell NM, Waddell N, Wadelius C, Alawi M, Wadi L, Wagener R, Wala JA, Wang J, Wang J, Wang L, Wang Q, Wang W, Wang Y, Wang Z, Albert M, Waring PM, Warnatz HJ, Warrell J, Warren AY, Waszak SM, Wedge DC, Weichenhan D, Weinberger P, Weinstein JN, Weischenfeldt J, Aldape K, Weisenberger DJ, Welch I, Wendl MC, Werner J, Whalley JP, Wheeler DA, Whitaker HC, Wigle D, Wilkerson MD, Williams A, Alexandrov LB, Wilmott JS, Wilson GW, Wilson JM, Wilson RK, Winterhoff B, Wintersinger JA, Wiznerowicz M, Wolf S, Wong BH, Wong T, Ally A, Wong W, Woo Y, Wood S, Wouters BG, Wright AJ, Wright DW, Wright MH, Wu CL, Wu DY, Wu G, Alsop K, Wu J, Wu K, Wu Y, Wu Z, Xi L, Xia T, Xiang Q, Xiao X, Xing R, Xiong H, Alvarez EG, Xu Q, Xu Y, Xue H, Yachida S, Yakneen S, Yamaguchi R, Yamaguchi TN, Yamamoto M, Yamamoto S, Yamaue H, Amary F, Yang F, Yang H, Yang JY, Yang L, Yang L, Yang S, Yang TP, Yang Y, Yao X, Yaspo ML, Amin SB, Yates L, Yau C, Ye C, Ye K, Yellapantula VD, Yoon CJ, Yoon SS, Yousif F, Yu J, Yu K, Aminou B, Yu W, Yu Y, Yuan K, Yuan Y, Yuen D, Yung CK, Zaikova O, Zamora J, Zapatka M, Zenklusen JC, Ammerpohl O, Zenz T, Zeps N, Zhang CZ, Zhang F, Zhang H, Zhang H, Zhang H, Zhang J, Zhang J, Zhang J, Anderson MJ, Zhang X, Zhang X, Zhang Y, Zhang Z, Zhao Z, Zheng L, Zheng X, Zhou W, Zhou Y, Zhu B, Ang Y, Zhu H, Zhu J, Zhu S, Zou L, Zou X, deFazio A, van As N, van Deurzen CHM, van de Vijver MJ, van’t Veer L, Antonello D, von Mering C, Anur P, Aparicio S, Appelbaum EL, Arai Y, Aretz A, Arihiro K, Ariizumi SI, Armenia J, Arnould L, Asa S, Assenov Y, Atwal G, Aukema S, Auman JT, Aure MRR, Awadalla P, Aymerich M, Bader GD, Baez-Ortega A, Bailey MH, Bailey PJ, Balasundaram M, Balu S, Bandopadhayay P, Banks RE, Barbi S, Barbour AP, Barenboim J, Barnholtz-Sloan J, Barr H, Barrera E, Bartlett J, Bartolome J, Bassi C, Bathe OF, Baumhoer D, Bavi P, Baylin SB, Bazant W, Beardsmore D, Beck TA, Behjati S, Behren A, Niu B, Bell C, Beltran S, Benz C, Berchuck A, Bergmann AK, Bergstrom EN, Berman BP, Berney DM, Bernhart SH, Beroukhim R, Berrios M, Bersani S, Bertl J, Betancourt M, Bhandari V, Bhosle SG, Biankin AV, Bieg M, Bigner D, Binder H, Birney E, Birrer M, Biswas NK, Bjerkehagen B, Bodenheimer T, Boice L, Bonizzato G, De Bono JS, Boot A, Bootwalla MS, Borg A, Borkhardt A, Boroevich KA, Borozan I, Borst C, Bosenberg M, Bosio M, Boultwood J, Bourque G, Boutros PC, Bova GS, Bowen DT, Bowlby R, Bowtell DDL, Boyault S, Boyce R, Boyd J, Brazma A, Brennan P, Brewer DS, Brinkman AB, Bristow RG, Broaddus RR, Brock JE, Brock M, Broeks A, Brooks AN, Brooks D, Brors B, Brunak S, Bruxner TJC, Bruzos AL, Buchanan A, Buchhalter I, Buchholz C, Bullman S, Burke H, Burkhardt B, Burns KH, Busanovich J, Bustamante CD, Butler AP, Butte AJ, Byrne NJ, Børresen-Dale AL, Caesar-Johnson SJ, Cafferkey A, Cahill D, Calabrese C, Caldas C, Calvo F, Camacho N, Campbell PJ, Campo E, Cantù C, Cao S, Carey TE, Carlevaro-Fita J, Carlsen R, Cataldo I, Cazzola M, Cebon J, Cerfolio R, Chadwick DE, Chakravarty D, Chalmers D, Chan CWY, Chan K, Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, Davis-Dusenbery BN, Dawson KJ, De La Vega FM, De Paoli-Iseppi R, Defreitas T, Tos APD, Delaneau O, Demchok JA, Demeulemeester J, Demidov GM, Demircioğlu D, Dennis NM, Denroche RE, Dentro SC, Desai N, Deshpande V, Deshwar AG, Desmedt C, Deu-Pons J, Dhalla N, Dhani NC, Dhingra P, Dhir R, DiBiase A, Diamanti K, Ding L, Ding S, Dinh HQ, Dirix L, Doddapaneni H, Donmez N, Dow MT, Drapkin R, Drechsel O, Drews RM, Serge S, Dudderidge T, Dueso-Barroso A, Dunford AJ, Dunn M, Dursi LJ, Duthie FR, Dutton-Regester K, Eagles J, Easton DF, Edmonds S, Edwards PA, Edwards SE, Eeles RA, Ehinger A, Eils J, Eils R, El-Naggar A, Eldridge M, Ellrott K, Erkek S, Escaramis G, Espiritu SMG, Estivill X, Etemadmoghadam D, Eyfjord JE, Faltas BM, Fan D, Fan Y, Faquin WC, Farcas C, Fassan M, Fatima A, Favero F, Fayzullaev N, Felau I, Fereday S, Ferguson ML, Ferretti V, Feuerbach L, Field MA, Fink JL, Finocchiaro G, Fisher C, Fittall MW, Fitzgerald A, Fitzgerald RC, Flanagan AM, Fleshner NE, Flicek P, Foekens JA, Fong KM, Fonseca NA, Foster CS, Fox NS, Fraser M, Frazer S, Frenkel-Morgenstern M, Friedman W, Frigola J, Fronick CC, Fujimoto A, Fujita M, Fukayama M, Fulton LA, Fulton RS, Furuta M, Futreal PA, Füllgrabe A, Gabriel SB, Gallinger S, Gambacorti-Passerini C, Gao J, Gao S, Garraway L, Garred Ø, Garrison E, Garsed DW, Gehlenborg N, Gelpi JLL, George J, Gerhard DS, Gerhauser C, Gershenwald JE, Gerstein M, Gerstung M, Getz G, Ghori M, Ghossein R, Giama NH, Gibbs RA, Gibson B, Gill AJ, Gill P, Giri DD, Glodzik D, Gnanapragasam VJ, Goebler ME, Goldman MJ, Gomez C, Gonzalez S, Gonzalez-Perez A, Gordenin DA, Gossage J, Gotoh K, Govindan R, Grabau D, Graham JS, Grant RC, Green AR, Green E, Greger L, Grehan N, Grimaldi S, Grimmond SM, Grossman RL, Grundhoff A, Gundem G, Guo Q, Gupta M, Gupta S, Gut IG, Gut M, Göke J, Ha G, Haake A, Haan D, Haas S, Haase K, Haber JE, Habermann N, Hach F, Haider S, Hama N, Hamdy FC, Hamilton A, Hamilton MP, Han L, Hanna GB, Hansmann M, Haradhvala NJ, Harismendy O, Harliwong I, Harmanci AO, Harrington E, Hasegawa T, Haussler D, Hawkins S, Hayami S, Hayashi S, Hayes DN, Hayes SJ, Hayward NK, Hazell S, He Y, Heath AP, Heath SC, Hedley D, Hegde AM, Heiman DI, Heinold MC, Heins Z, Heisler LE, Hellstrom-Lindberg E, Helmy M, Heo SG, Hepperla AJ, Heredia-Genestar JM, Herrmann C, Hersey P, Hess JM, Hilmarsdottir H, Hinton J, Hirano S, Hiraoka N, Hoadley KA, Hobolth A, Hodzic E, Hoell JI, Hoffmann S, Hofmann O, Holbrook A, Holik AZ, Hollingsworth MA, Holmes O, Holt RA, Hong C, Hong EP, Hong JH, Hooijer GK, Hornshøj H, Hosoda F, Hou Y, Hovestadt V, Howat W, Hoyle AP, Hruban RH, Hu J, Hu T, Hua X, Huang KL, Huang M, Huang MN, Huang V, Huang Y, Huber W, Hudson TJ, Hummel M, Hung JA, Huntsman D, Hupp TR, Huse J, Huska MR, Hutter B, Hutter CM, Hübschmann D, Iacobuzio-Donahue CA, Imbusch CD, Imielinski M, Imoto S, Isaacs WB, Isaev K, Ishikawa S, Iskar M, Islam SMA, Ittmann M, Ivkovic S, Izarzugaza JMG, Jacquemier J, Jakrot V, Jamieson NB, Jang GH, Jang SJ, Jayaseelan JC, Jayasinghe R, Jefferys SR, Jegalian K, Jennings JL, Jeon SH, Jerman L, Ji Y, Jiao W, Johansson PA, Johns AL, Johns J, Johnson R, Johnson TA, Jolly C, Joly Y, Jonasson JG, Jones CD, Jones DR, Jones DTW, Jones N, Jones SJM, Jonkers J, Ju YS, Juhl H, Jung J, Juul M, Juul RI, Juul S, Jäger N, Kabbe R, Kahles A, Kahraman A, Kaiser VB, Kakavand H, Kalimuthu S, von Kalle C, Kang KJ, Karaszi K, Karlan B, Karlić R, Karsch D, Kasaian K, Kassahn KS, Katai H, Kato M, Katoh H, Kawakami Y, Kay JD, Kazakoff SH, Kazanov MD, Keays M, Kebebew E, Kefford RF, Kellis M, Kench JG, Kennedy CJ, Kerssemakers JNA, Khoo D, Khoo V, Khuntikeo N, Khurana E, Kilpinen H, Kim HK, Kim HL, Kim HY, Kim H, Kim J, Kim J, Kim JK, Kim Y, King TA, Klapper W, Kleinheinz K, Klimczak LJ, Knappskog S, Kneba M, Knoppers BM, Koh Y, Komorowski J, Komura D, Komura M, Kong G, Kool M, Korbel JO, Korchina V, Korshunov A, Koscher M, Koster R, Kote-Jarai Z, Koures A, Kovacevic M, Kremeyer B, Kretzmer H, Kreuz M, Krishnamurthy S, Kube D, Kumar K, Kumar P, Kumar S, Kumar Y, Kundra R, Kübler K, Küppers R, Lagergren J, Lai PH, Laird PW, Lakhani SR, Lalansingh CM, Lalonde E, Lamaze FC, Lambert A, Lander E, Landgraf P, Landoni L, Langerød A, Lanzós A, Larsimont D, Larsson E, Lathrop M, Lau LMS, Lawerenz C, Lawlor RT, Lawrence MS, Lazar AJ, Lazic AM, Le X, Lee D, Lee D, Lee EA, Lee HJ, Lee JJK, Lee JY, Lee J, Lee MTM, Lee-Six H, Lehmann KV, Lehrach H, Lenze D, Leonard CR, Leongamornlert DA, Leshchiner I, Letourneau L, Letunic I, Levine DA, Lewis L, Ley T, Li C, Li CH, Li HI, Li J, Li L, Li S, Li S, Li X, Li X, Li X, Li Y, Liang H, Liang SB, Lichter P, Lin P, Lin Z, Linehan WM, Lingjærde OC, Liu D, Liu EM, Liu FFF, Liu F, Liu J, Liu X, Livingstone J, Livitz D, Livni N, Lochovsky L, Loeffler M, Long GV, Lopez-Guillermo A, Lou S, Louis DN, Lovat LB, Lu Y, Lu YJ, Lu Y, Luchini C, Lungu I, Luo X, Luxton HJ, Lynch AG, Lype L, López C, López-Otín C, Ma EZ, Ma Y, MacGrogan G, MacRae S, Macintyre G, Madsen T, Maejima K, Mafficini A, Maglinte DT, Maitra A, Majumder PP, Malcovati L, Malikic S, Malleo G, Mann GJ, Mantovani-Löffler L, Marchal K, Marchegiani G, Mardis ER, Margolin AA, Marin MG, Markowetz F, Markowski J, Marks J, Marques-Bonet T, Marra MA, Marsden L, Martens JWM, Martin S, Martin-Subero JI, Martincorena I, Martinez-Fundichely A, Maruvka YE, Mashl RJ, Massie CE, Matthew TJ, Matthews L, Mayer E, Mayes S, Mayo M, Mbabaali F, McCune K, McDermott U, McGillivray PD, McLellan MD, McPherson JD, McPherson JR, McPherson TA, Meier SR, Meng A, Meng S, Menzies A, Merrett ND, Merson S, Meyerson M, Meyerson W, Mieczkowski PA, Mihaiescu GL, Mijalkovic S, Mikkelsen T, Milella M, Mileshkin L, Miller CA, Miller DK, Miller JK, Mills GB, Milovanovic A, Minner S, Miotto M, Arnau GM, Mirabello L, Mitchell C, Mitchell TJ, Miyano S, Miyoshi N, Mizuno S, Molnár-Gábor F, Moore MJ, Moore RA, Morganella S, Morris QD, Morrison C, Mose LE, Moser CD, Muiños F, Mularoni L, Mungall AJ, Mungall K, Musgrove EA, Mustonen V, Mutch D, Muyas F, Muzny DM, Muñoz A, Myers J, Myklebost O, Möller P, Nagae G, Nagrial AM, Nahal-Bose HK, Nakagama H, Nakagawa H, Nakamura H, Nakamura T, Nakano K, Nandi T, Nangalia J, Nastic M, Navarro A, Navarro FCP, Neal DE, Nettekoven G, Newell F, Newhouse SJ, Newton Y, Ng AWT, Ng A, Nicholson J, Nicol D, Nie Y, Nielsen GP, Nielsen MM, Nik-Zainal S, Noble MS, Nones K, Northcott PA, Notta F, O’Connor BD, O’Donnell P, O’Donovan M, O’Meara S, O’Neill BP, O’Neill JR, Ocana D, Ochoa A, Oesper L, Ogden C, Ohdan H, Ohi K, Ohno-Machado L, Oien KA, Ojesina AI, Ojima H, Okusaka T, Omberg L, Ong CK, Ossowski S, Ott G, Ouellette BFF, P’ng C, Paczkowska M, Paiella S, Pairojkul C, Pajic M, Pan-Hammarström Q, Papaemmanuil E, Papatheodorou I, Paramasivam N, Park JW, Park JW, Park K, Park K, Park PJ, Parker JS, Parsons SL, Pass H, Pasternack D, Pastore A, Patch AM, Pauporté I, Pea A, Pearson JV, Pedamallu CS, Pedersen JS, Pederzoli P, Peifer M, Pennell NA, Perou CM, Perry MD, Petersen GM, Peto M, Petrelli N, Petryszak R, Pfister SM, Phillips M, Pich O, Pickett HA, Pihl TD, Pillay N, Pinder S, Pinese M, Pinho AV. Author Correction: The evolutionary history of 2,658 cancers. Nature 2023; 614:E42. [PMID: 36697833 PMCID: PMC9931577 DOI: 10.1038/s41586-022-05601-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Moritz Gerstung
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK. .,European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany. .,Wellcome Sanger Institute, Cambridge, UK.
| | - Clemency Jolly
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Ignaty Leshchiner
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Stefan C. Dentro
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK
| | - Santiago Gonzalez
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK
| | - Daniel Rosebrock
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Thomas J. Mitchell
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Yulia Rubanova
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Pavana Anur
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - Kaixian Yu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Maxime Tarabichi
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Amit Deshwar
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Jeff Wintersinger
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Kortine Kleinheinz
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Heidelberg University, Heidelberg, Germany
| | - Ignacio Vázquez-García
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Kerstin Haase
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Lara Jerman
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK ,grid.8954.00000 0001 0721 6013University of Ljubljana, Ljubljana, Slovenia
| | - Subhajit Sengupta
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA
| | - Geoff Macintyre
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Salem Malikic
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Nilgun Donmez
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Dimitri G. Livitz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Marek Cmero
- grid.1008.90000 0001 2179 088XUniversity of Melbourne, Melbourne, Victoria Australia ,grid.1042.70000 0004 0432 4889Walter and Eliza Hall Institute, Melbourne, Victoria Australia
| | - Jonas Demeulemeester
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.5596.f0000 0001 0668 7884University of Leuven, Leuven, Belgium
| | - Steven Schumacher
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Yu Fan
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Xiaotong Yao
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Juhee Lee
- grid.205975.c0000 0001 0740 6917University of California Santa Cruz, Santa Cruz, CA USA
| | - Matthias Schlesner
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Paul C. Boutros
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.419890.d0000 0004 0626 690XOntario Institute for Cancer Research, Toronto, Ontario Canada ,grid.19006.3e0000 0000 9632 6718University of California, Los Angeles, CA USA
| | - David D. Bowtell
- grid.1055.10000000403978434Peter MacCallum Cancer Centre, Melbourne, Victoria Australia
| | - Hongtu Zhu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Gad Getz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.32224.350000 0004 0386 9924Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA USA ,grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Marcin Imielinski
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Rameen Beroukhim
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - S. Cenk Sahinalp
- grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada ,grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Yuan Ji
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA ,grid.170205.10000 0004 1936 7822The University of Chicago, Chicago, IL USA
| | - Martin Peifer
- grid.6190.e0000 0000 8580 3777University of Cologne, Cologne, Germany
| | - Florian Markowetz
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Ville Mustonen
- grid.7737.40000 0004 0410 2071University of Helsinki, Helsinki, Finland
| | - Ke Yuan
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK ,grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Wenyi Wang
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Quaid D. Morris
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | | | - Paul T. Spellman
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - David C. Wedge
- grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK ,grid.454382.c0000 0004 7871 7212Oxford NIHR Biomedical Research Centre, Oxford, UK
| | - Peter Van Loo
- The Francis Crick Institute, London, UK. .,University of Leuven, Leuven, Belgium.
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Calabrese C, Davidson NR, Demircioğlu D, Fonseca NA, He Y, Kahles A, Lehmann KV, Liu F, Shiraishi Y, Soulette CM, Urban L, Greger L, Li S, Liu D, Perry MD, Xiang Q, Zhang F, Zhang J, Bailey P, Erkek S, Hoadley KA, Hou Y, Huska MR, Kilpinen H, Korbel JO, Marin MG, Markowski J, Nandi T, Pan-Hammarström Q, Pedamallu CS, Siebert R, Stark SG, Su H, Tan P, Waszak SM, Yung C, Zhu S, Awadalla P, Creighton CJ, Meyerson M, Ouellette BFF, Wu K, Yang H, Brazma A, Brooks AN, Göke J, Rätsch G, Schwarz RF, Stegle O, Zhang Z, Wu K, Yang H, Fonseca NA, Kahles A, Lehmann KV, Urban L, Soulette CM, Shiraishi Y, Liu F, He Y, Demircioğlu D, Davidson NR, Calabrese C, Zhang J, Perry MD, Xiang Q, Greger L, Li S, Liu D, Stark SG, Zhang F, Amin SB, Bailey P, Chateigner A, Cortés-Ciriano I, Craft B, Erkek S, Frenkel-Morgenstern M, Goldman M, Hoadley KA, Hou Y, Huska MR, Khurana E, Kilpinen H, Korbel JO, Lamaze FC, Li C, Li X, Li X, Liu X, Marin MG, Markowski J, Nandi T, Nielsen MM, Ojesina AI, Pan-Hammarström Q, Park PJ, Pedamallu CS, Pedersen JS, Pederzoli P, Peifer M, Pennell NA, Perou CM, Perry MD, Petersen GM, Peto M, Petrelli N, Pedamallu CS, Petryszak R, Pfister SM, Phillips M, Pich O, Pickett HA, Pihl TD, Pillay N, Pinder S, Pinese M, Pinho AV, Pedersen JS, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Siebert R, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Su H, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Tan P, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Teh BT, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Wang J, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Waszak SM, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Xiong H, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Yakneen S, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Ye C, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Yung C, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Zhang X, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Zheng L, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Zhu J, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Zhu S, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Awadalla P, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Creighton CJ, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Meyerson M, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Ouellette BFF, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Wu K, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Yang H, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Göke J, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Schwarz RF, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Stegle O, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Zhang Z, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Brazma A, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Rätsch G, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Brooks AN, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Brazma A, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Brooks AN, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, Viksna J, Göke J, Vilain RE, Villasante I, Vincent-Salomon A, Visakorpi T, Voet D, Vyas P, Vázquez-García I, Waddell NM, Waddell N, Wadelius C, Rätsch G, Wadi L, Wagener R, Wala JA, Wang J, Wang J, Wang L, Wang Q, Wang W, Wang Y, Wang Z, Schwarz RF, Waring PM, Warnatz HJ, Warrell J, Warren AY, Waszak SM, Wedge DC, Weichenhan D, Weinberger P, Weinstein JN, Weischenfeldt J, Stegle O, Weisenberger DJ, Welch I, Wendl MC, Werner J, Whalley JP, Wheeler DA, Whitaker HC, Wigle D, Wilkerson MD, Williams A, Zhang Z, Wilmott JS, Wilson GW, Wilson JM, Wilson RK, Winterhoff B, Wintersinger JA, Wiznerowicz M, Wolf S, Wong BH, Wong T, Aaltonen LA, Wong W, Woo Y, Wood S, Wouters BG, Wright AJ, Wright DW, Wright MH, Wu CL, Wu DY, Wu G, Abascal F, Wu J, Wu K, Wu Y, Wu Z, Xi L, Xia T, Xiang Q, Xiao X, Xing R, Xiong H, Abeshouse A, Xu Q, Xu Y, Xue H, Yachida S, Yakneen S, Yamaguchi R, Yamaguchi TN, Yamamoto M, Yamamoto S, Yamaue H, Aburatani H, Yang F, Yang H, Yang JY, Yang L, Yang L, Yang S, Yang TP, Yang Y, Yao X, Yaspo ML, Adams DJ, Yates L, Yau C, Ye C, Ye K, Yellapantula VD, Yoon CJ, Yoon SS, Yousif F, Yu J, Yu K, Agrawal N, Yu W, Yu Y, Yuan K, Yuan Y, Yuen D, Yung CK, Zaikova O, Zamora J, Zapatka M, Zenklusen JC, Ahn KS, Zenz T, Zeps N, Zhang CZ, Zhang F, Zhang H, Zhang H, Zhang H, Zhang J, Zhang J, Zhang J, Ahn SM, Zhang X, Zhang X, Zhang Y, Zhang Z, Zhao Z, Zheng L, Zheng X, Zhou W, Zhou Y, Zhu B, Aikata H, Zhu H, Zhu J, Zhu S, Zou L, Zou X, deFazio A, van As N, van Deurzen CHM, van de Vijver MJ, van’t Veer L, Akbani R, von Mering C, Akdemir KC, Al-Ahmadie H, Al-Sedairy ST, Al-Shahrour F, Alawi M, Albert M, Aldape K, Alexandrov LB, Ally A, Alsop K, Alvarez EG, Amary F, Amin SB, Aminou B, Ammerpohl O, Anderson MJ, Ang Y, Antonello D, Anur P, Aparicio S, Appelbaum EL, Arai Y, Aretz A, Arihiro K, Ariizumi SI, Armenia J, Arnould L, Asa S, Assenov Y, Atwal G, Aukema S, Auman JT, Aure MRR, Awadalla P, Aymerich M, Bader GD, Baez-Ortega A, Bailey MH, Bailey PJ, Balasundaram M, Balu S, Bandopadhayay P, Banks RE, Barbi S, Barbour AP, Barenboim J, Barnholtz-Sloan J, Barr H, Barrera E, Bartlett J, Bartolome J, Bassi C, Bathe OF, Baumhoer D, Bavi P, Baylin SB, Bazant W, Beardsmore D, Beck TA, Behjati S, Behren A, Niu B, Bell C, Beltran S, Benz C, Berchuck A, Bergmann AK, Bergstrom EN, Berman BP, Berney DM, Bernhart SH, Beroukhim R, Berrios M, Bersani S, Bertl J, Betancourt M, Bhandari V, Bhosle SG, Biankin AV, Bieg M, Bigner D, Binder H, Birney E, Birrer M, Biswas NK, Bjerkehagen B, Bodenheimer T, Boice L, Bonizzato G, De Bono JS, Boot A, Bootwalla MS, Borg A, Borkhardt A, Boroevich KA, Borozan I, Borst C, Bosenberg M, Bosio M, Boultwood J, Bourque G, Boutros PC, Bova GS, Bowen DT, Bowlby R, Bowtell DDL, Boyault S, Boyce R, Boyd J, Brazma A, Brennan P, Brewer DS, Brinkman AB, Bristow RG, Broaddus RR, Brock JE, Brock M, Broeks A, Brooks AN, Brooks D, Brors B, Brunak S, Bruxner TJC, Bruzos AL, Buchanan A, Buchhalter I, Buchholz C, Bullman S, Burke H, Burkhardt B, Burns KH, Busanovich J, Bustamante CD, Butler AP, Butte AJ, Byrne NJ, Børresen-Dale AL, Caesar-Johnson SJ, Cafferkey A, Cahill D, Calabrese C, Caldas C, Calvo F, Camacho N, Campbell PJ, Campo E, Cantù C, Cao S, Carey TE, Carlevaro-Fita J, Carlsen R, Cataldo I, Cazzola M, Cebon J, Cerfolio R, Chadwick DE, Chakravarty D, Chalmers D, Chan CWY, Chan K, Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, Davis-Dusenbery BN, Dawson KJ, De La Vega FM, De Paoli-Iseppi R, Defreitas T, Tos APD, Delaneau O, Demchok JA, Demeulemeester J, Demidov GM, Demircioğlu D, Dennis NM, Denroche RE, Dentro SC, Desai N, Deshpande V, Deshwar AG, Desmedt C, Deu-Pons J, Dhalla N, Dhani NC, Dhingra P, Dhir R, DiBiase A, Diamanti K, Ding L, Ding S, Dinh HQ, Dirix L, Doddapaneni H, Donmez N, Dow MT, Drapkin R, Drechsel O, Drews RM, Serge S, Dudderidge T, Dueso-Barroso A, Dunford AJ, Dunn M, Dursi LJ, Duthie FR, Dutton-Regester K, Eagles J, Easton DF, Edmonds S, Edwards PA, Edwards SE, Eeles RA, Ehinger A, Eils J, Eils R, El-Naggar A, Eldridge M, Ellrott K, Erkek S, Escaramis G, Espiritu SMG, Estivill X, Etemadmoghadam D, Eyfjord JE, Faltas BM, Fan D, Fan Y, Faquin WC, Farcas C, Fassan M, Fatima A, Favero F, Fayzullaev N, Felau I, Fereday S, Ferguson ML, Ferretti V, Feuerbach L, Field MA, Fink JL, Finocchiaro G, Fisher C, Fittall MW, Fitzgerald A, Fitzgerald RC, Flanagan AM, Fleshner NE, Flicek P, Foekens JA, 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Jayaseelan JC, Jayasinghe R, Jefferys SR, Jegalian K, Jennings JL, Jeon SH, Jerman L, Ji Y, Jiao W, Johansson PA, Johns AL, Johns J, Johnson R, Johnson TA, Jolly C, Joly Y, Jonasson JG, Jones CD, Jones DR, Jones DTW, Jones N, Jones SJM, Jonkers J, Ju YS, Juhl H, Jung J, Juul M, Juul RI, Juul S, Jäger N, Kabbe R, Kahles A, Kahraman A, Kaiser VB, Kakavand H, Kalimuthu S, von Kalle C, Kang KJ, Karaszi K, Karlan B, Karlić R, Karsch D, Kasaian K, Kassahn KS, Katai H, Kato M, Katoh H, Kawakami Y, Kay JD, Kazakoff SH, Kazanov MD, Keays M, Kebebew E, Kefford RF, Kellis M, Kench JG, Kennedy CJ, Kerssemakers JNA, Khoo D, Khoo V, Khuntikeo N, Khurana E, Kilpinen H, Kim HK, Kim HL, Kim HY, Kim H, Kim J, Kim J, Kim JK, Kim Y, King TA, Klapper W, Kleinheinz K, Klimczak LJ, Knappskog S, Kneba M, Knoppers BM, Koh Y, Komorowski J, Komura D, Komura M, Kong G, Kool M, Korbel JO, Korchina V, Korshunov A, Koscher M, Koster R, Kote-Jarai Z, Koures A, Kovacevic M, Kremeyer B, Kretzmer H, Kreuz M, 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Maejima K, Mafficini A, Maglinte DT, Maitra A, Majumder PP, Malcovati L, Malikic S, Malleo G, Mann GJ, Mantovani-Löffler L, Marchal K, Marchegiani G, Mardis ER, Margolin AA, Marin MG, Markowetz F, Markowski J, Marks J, Marques-Bonet T, Marra MA, Marsden L, Martens JWM, Martin S, Martin-Subero JI, Martincorena I, Martinez-Fundichely A, Maruvka YE, Mashl RJ, Massie CE, Matthew TJ, Matthews L, Mayer E, Mayes S, Mayo M, Mbabaali F, McCune K, McDermott U, McGillivray PD, McLellan MD, McPherson JD, McPherson JR, McPherson TA, Meier SR, Meng A, Meng S, Menzies A, Merrett ND, Merson S, Meyerson M, Meyerson W, Mieczkowski PA, Mihaiescu GL, Mijalkovic S, Mikkelsen T, Milella M, Mileshkin L, Miller CA, Miller DK, Miller JK, Mills GB, Milovanovic A, Minner S, Miotto M, Arnau GM, Mirabello L, Mitchell C, Mitchell TJ, Miyano S, Miyoshi N, Mizuno S, Molnár-Gábor F, Moore MJ, Moore RA, Morganella S, Morris QD, Morrison C, Mose LE, Moser CD, Muiños F, Mularoni L, Mungall AJ, Mungall K, Musgrove EA, 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Author Correction: Genomic basis for RNA alterations in cancer. Nature 2023; 614:E37. [PMID: 36697831 PMCID: PMC9931574 DOI: 10.1038/s41586-022-05596-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
| | - Claudia Calabrese
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Natalie R. Davidson
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.5386.8000000041936877XWeill Cornell Medical College, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Deniz Demircioğlu
- grid.4280.e0000 0001 2180 6431National University of Singapore, Singapore, Singapore ,grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Nuno A. Fonseca
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Yao He
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - André Kahles
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Kjong-Van Lehmann
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Fenglin Liu
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Yuichi Shiraishi
- grid.26999.3d0000 0001 2151 536XThe University of Tokyo, Minato-ku, Japan
| | - Cameron M. Soulette
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Lara Urban
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Liliana Greger
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Siliang Li
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Dongbing Liu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Marc D. Perry
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.266102.10000 0001 2297 6811University of California, San Francisco, San Francisco, CA USA
| | - Qian Xiang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Fan Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Junjun Zhang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Peter Bailey
- grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Serap Erkek
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Katherine A. Hoadley
- grid.10698.360000000122483208The University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Yong Hou
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Matthew R. Huska
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Helena Kilpinen
- grid.83440.3b0000000121901201University College London, London, UK
| | - Jan O. Korbel
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Maximillian G. Marin
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Julia Markowski
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Tannistha Nandi
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Qiang Pan-Hammarström
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.4714.60000 0004 1937 0626Karolinska Institutet, Stockholm, Sweden
| | - Chandra Sekhar Pedamallu
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Reiner Siebert
- grid.410712.10000 0004 0473 882XUlm University and Ulm University Medical Center, Ulm, Germany
| | - Stefan G. Stark
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Hong Su
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Patrick Tan
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
| | - Sebastian M. Waszak
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Christina Yung
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Shida Zhu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Philip Awadalla
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada
| | - Chad J. Creighton
- grid.39382.330000 0001 2160 926XBaylor College of Medicine, Houston, TX USA
| | - Matthew Meyerson
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | | | - Kui Wu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Huanming Yang
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China
| | | | - Alvis Brazma
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.
| | - Angela N. Brooks
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA ,grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - Jonathan Göke
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.410724.40000 0004 0620 9745National Cancer Centre Singapore, Singapore, Singapore
| | - Gunnar Rätsch
- ETH Zurich, Zurich, Switzerland. .,Memorial Sloan Kettering Cancer Center, New York, NY, USA. .,Weill Cornell Medical College, New York, NY, USA. .,SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland. .,University Hospital Zurich, Zurich, Switzerland.
| | - Roland F. Schwarz
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Consortium (DKTK), partner site Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Oliver Stegle
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Zemin Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
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Ramarao-Milne P, Kondrashova O, Patch AM, Nones K, Koufariotis LT, Newell F, Addala V, Lakis V, Holmes O, Leonard C, Wood S, Xu Q, Mukhopadhyay P, Naeini MM, Steinfort D, Williamson JP, Bint M, Pahoff C, Nguyen PT, Twaddell S, Arnold D, Grainge C, Basirzadeh F, Fielding D, Dalley AJ, Chittoory H, Simpson PT, Aoude LG, Bonazzi VF, Patel K, Barbour AP, Fennell DA, Robinson BW, Creaney J, Hollway G, Pearson JV, Waddell N. Comparison of actionable events detected in cancer genomes by whole-genome sequencing, in silico whole-exome and mutation panels. ESMO Open 2022; 7:100540. [PMID: 35849877 PMCID: PMC9463385 DOI: 10.1016/j.esmoop.2022.100540] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 06/07/2022] [Accepted: 06/19/2022] [Indexed: 12/14/2022] Open
Abstract
Background Next-generation sequencing is used in cancer research to identify somatic and germline mutations, which can predict sensitivity or resistance to therapies, and may be a useful tool to reveal drug repurposing opportunities between tumour types. Multigene panels are used in clinical practice for detecting targetable mutations. However, the value of clinical whole-exome sequencing (WES) and whole-genome sequencing (WGS) for cancer care is less defined, specifically as the majority of variants found using these technologies are of uncertain significance. Patients and methods We used the Cancer Genome Interpreter and WGS in 726 tumours spanning 10 cancer types to identify drug repurposing opportunities. We compare the ability of WGS to detect actionable variants, tumour mutation burden (TMB) and microsatellite instability (MSI) by using in silico down-sampled data to mimic WES, a comprehensive sequencing panel and a hotspot mutation panel. Results We reveal drug repurposing opportunities as numerous biomarkers are shared across many solid tumour types. Comprehensive panels identify the majority of approved actionable mutations, with WGS detecting more candidate actionable mutations for biomarkers currently in clinical trials. Moreover, estimated values for TMB and MSI vary when calculated from WGS, WES and panel data, and are dependent on whether all mutations or only non-synonymous mutations were used. Our results suggest that TMB and MSI thresholds should not only be tumour-dependent, but also be sequencing platform-dependent. Conclusions There is a large opportunity to repurpose cancer drugs, and these data suggest that comprehensive sequencing is an invaluable source of information to guide clinical decisions by facilitating precision medicine and may provide a wealth of information for future studies. Furthermore, the sequencing and analysis approach used to estimate TMB may have clinical implications if a hard threshold is used to indicate which patients may respond to immunotherapy. Genome analysis revealed that treatment biomarkers are shared across solid tumours, highlighting repurposing opportunities. Comprehensive panels detect most known biomarkers; however, WGS detects more biomarkers for treatments in clinical trials. TMB is well correlated between sequencing methods, but absolute values vary and are dependent on mutation types considered.
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Affiliation(s)
- P Ramarao-Milne
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia; Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Brisbane, Australia
| | - O Kondrashova
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - A-M Patch
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - K Nones
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - L T Koufariotis
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - F Newell
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - V Addala
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - V Lakis
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - O Holmes
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - C Leonard
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - S Wood
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Q Xu
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - P Mukhopadhyay
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - M M Naeini
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - D Steinfort
- Department of Thoracic Medicine, Royal Melbourne Hospital, Melbourne, Australia
| | - J P Williamson
- Department of Thoracic Medicine, Liverpool Hospital Sydney, Sydney, Australia
| | - M Bint
- Department of Thoracic Medicine, Sunshine Coast University Hospital, Birtinya, Australia
| | - C Pahoff
- Department of Respiratory Medicine, Gold Coast University Hospital, Southport, Australia
| | - P T Nguyen
- Department of Thoracic Medicine, Royal Adelaide Hospital, Adelaide, Australia
| | - S Twaddell
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, Australia
| | - D Arnold
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, Australia
| | - C Grainge
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, Australia
| | - F Basirzadeh
- Department of Thoracic Medicine, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - D Fielding
- Department of Thoracic Medicine, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - A J Dalley
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - H Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - P T Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - L G Aoude
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - V F Bonazzi
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - K Patel
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - A P Barbour
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia; Upper Gastro-intestinal Surgical Unit, Department of Surgery, Princess Alexandra Hospital, Brisbane, Australia
| | - D A Fennell
- Cancer Research UK Centre Leicester, University of Leicester & University Hospitals of Leicester NHS Trust, Leicester, UK
| | - B W Robinson
- National Centre for Asbestos Related Disease, Institute of Respiratory Health, University of Western Australia, Nedlands, Australia; Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Australia
| | - J Creaney
- National Centre for Asbestos Related Disease, Institute of Respiratory Health, University of Western Australia, Nedlands, Australia; Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Australia
| | - G Hollway
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - J V Pearson
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - N Waddell
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia.
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8
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Creaney J, Patch AM, Addala V, Sneddon SA, Nones K, Dick IM, Lee YCG, Newell F, Rouse EJ, Naeini MM, Kondrashova O, Lakis V, Nakas A, Waller D, Sharkey A, Mukhopadhyay P, Kazakoff SH, Koufariotis LT, Davidson AL, Ramarao-Milne P, Holmes O, Xu Q, Leonard C, Wood S, Grimmond SM, Bueno R, Fennell DA, Pearson JV, Robinson BW, Waddell N. Comprehensive genomic and tumour immune profiling reveals potential therapeutic targets in malignant pleural mesothelioma. Genome Med 2022; 14:58. [PMID: 35637530 PMCID: PMC9150319 DOI: 10.1186/s13073-022-01060-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 05/15/2022] [Indexed: 12/14/2022] Open
Abstract
Background Malignant pleural mesothelioma (MPM) has a poor overall survival with few treatment options. Whole genome sequencing (WGS) combined with the immune features of MPM offers the prospect of identifying changes that could inform future clinical trials. Methods We analysed somatic mutations from 229 MPM samples, including previously published data and 58 samples that had undergone WGS within this study. This was combined with RNA-seq analysis to characterize the tumour immune environment. Results The comprehensive genome analysis identified 12 driver genes, including new candidate genes. Whole genome doubling was a frequent event that correlated with shorter survival. Mutational signature analysis revealed SBS5/40 were dominant in 93% of samples, and defects in homologous recombination repair were infrequent in our cohort. The tumour immune environment contained high M2 macrophage infiltrate linked with MMP2, MMP14, TGFB1 and CCL2 expression, representing an immune suppressive environment. The expression of TGFB1 was associated with overall survival. A small subset of samples (less than 10%) had a higher proportion of CD8 T cells and a high cytolytic score, suggesting a ‘hot’ immune environment independent of the somatic mutations. Conclusions We propose accounting for genomic and immune microenvironment status may influence therapeutic planning in the future. Supplementary Information The online version contains supplementary material available at 10.1186/s13073-022-01060-8.
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Holmes O, Nones K, Tang YH, Loffler KA, Lee M, Patch AM, Dagg RA, Lau LMS, Leonard C, Wood S, Xu Q, Pickett HA, Reddel RR, Barbour AP, Grimmond SM, Waddell N, Pearson JV. qmotif: determination of telomere content from whole-genome sequence data. Bioinform Adv 2022; 2:vbac005. [PMID: 36699384 PMCID: PMC9710677 DOI: 10.1093/bioadv/vbac005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 12/15/2021] [Indexed: 01/28/2023]
Abstract
Motivation Changes in telomere length have been observed in cancer and can be indicative of mechanisms involved in carcinogenesis. Most methods used to estimate telomere length require laboratory analysis of DNA samples. Here, we present qmotif, a fast and easy tool that determines telomeric repeat sequences content as an estimate of telomere length directly from whole-genome sequencing. Results qmotif shows similar results to quantitative PCR, the standard method for high-throughput clinical telomere length quantification. qmotif output correlates strongly with the output of other tools for determining telomere sequence content, TelSeq and TelomereHunter, but can run in a fraction of the time-usually under a minute. Availability and implementation qmotif is implemented in Java and source code is available at https://github.com/AdamaJava/adamajava, with instructions on how to build and use the application available from https://adamajava.readthedocs.io/en/latest/. Supplementary information Supplementary data are available at Bioinformatics Advances online.
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Affiliation(s)
- Oliver Holmes
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia
| | - Yue Hang Tang
- Surgical Oncology Group, Diamantina Institute, The University of Queensland, Translational Research Institute at the Princess Alexandra Hospital, Woolloongabba, Brisbane 4102, QLD, Australia
| | - Kelly A Loffler
- Surgical Oncology Group, Diamantina Institute, The University of Queensland, Translational Research Institute at the Princess Alexandra Hospital, Woolloongabba, Brisbane 4102, QLD, Australia,Flinders Health and Medical Research Institute, Flinders University, Bedford Park, SA 5042, Australia
| | - Michael Lee
- Children’s Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia
| | - Rebecca A Dagg
- Children’s Hospital at Westmead, University of Sydney, Westmead, NSW 2145, Australia
| | - Loretta M S Lau
- Children’s Hospital at Westmead, University of Sydney, Westmead, NSW 2145, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia
| | - Hilda A Pickett
- Children’s Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia
| | - Roger R Reddel
- Children’s Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia
| | - Andrew P Barbour
- Surgical Oncology Group, Diamantina Institute, The University of Queensland, Translational Research Institute at the Princess Alexandra Hospital, Woolloongabba, Brisbane 4102, QLD, Australia
| | - Sean M Grimmond
- Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia,University of Melbourne, Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, VIC 3000, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia,To whom correspondence should be addressed. or
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Herston, Brisbane 4006, QLD, Australia,Institute for Molecular Bioscience, University of Queensland, St Lucia, Brisbane 4072, QLD, Australia,To whom correspondence should be addressed. or
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10
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Cheng A, Barron J, Holmes O, Bartlett P, Jenkins G, Seal M. Primary neuroendocrine tumor of the pineal gland: a case report. BMC Neurol 2021; 21:323. [PMID: 34416869 PMCID: PMC8377818 DOI: 10.1186/s12883-021-02351-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 08/12/2021] [Indexed: 11/10/2022] Open
Abstract
INTRODUCTION Primary intracranial neuroendocrine tumors are exceedingly rare, with few cases in the literature. We present a case of a primary neuroendocrine carcinoma of the pineal gland, which is the second that has ever been reported. CASE PRESENTATION A 53-year-old male patient presented with vomiting, weakness, and headaches. Imaging revealed a lesion in the pineal region, which was surgically resected. This mass was characterized by histology as a neuroendocrine carcinoma, given the presence of neuroendocrine markers and cytokeratin markers with absence of a primary lesion elsewhere on imaging. CONCLUSIONS There are currently no guidelines on the management of primary intracranial neuroendocrine tumors. In this case, the patient underwent surgical resection and craniospinal radiotherapy. He subsequently received one cycle of chemotherapy with temozolomide, an alkylating agent, but he unfortunately did not tolerate treatment. A multidisciplinary decision was made along with the patient and his family to focus on palliative care. Eighteen months after the initial presentation, disease recurred in the patient's neck. The patient underwent resection to control the metastases, with a plan to follow with radiotherapy and chemotherapy. Unfortunately, the patient became unwell and died at 21 months after initial diagnosis. This demonstrates a need for continued research and reporting on this uncommon disease entity.
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Affiliation(s)
- Angela Cheng
- Faculty of Medicine, Memorial University, 105-78 Thorburn Road, St. John's, NL, A1B3T4, Canada.
| | - Jane Barron
- Discipline of Laboratory Medicine (Neuropathology), Memorial University Faculty of Medicine, St. John's, Canada
| | - Oliver Holmes
- Discipline of Oncology (Radiation Oncology), Memorial University Faculty of Medicine, St. John's, Canada
| | - Peter Bartlett
- Department of Radiology, Memorial University Faculty of Medicine, St. John's, Canada
| | - Gregory Jenkins
- Department of Surgery (Neurosurgery), Memorial University Faculty of Medicine, St. John's, Canada
| | - Melanie Seal
- Discipline of Oncology (Medical Oncology), Memorial University Faculty of Medicine, St. John's, Canada
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Morfouace M, Stevovic A, Vinches M, Golfinopoulos V, Jin DX, Holmes O, Erlich R, Fayette J, Croce S, Ray-Coquard I, Girard N, Blay JY. First results of the EORTC-SPECTA/Arcagen study exploring the genomics of rare cancers in collaboration with the European reference network EURACAN. ESMO Open 2021; 5:e001075. [PMID: 33262201 PMCID: PMC7709508 DOI: 10.1136/esmoopen-2020-001075] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 11/02/2020] [Accepted: 11/03/2020] [Indexed: 11/04/2022] Open
Abstract
PURPOSE Rare cancers are defined by an incidence of <6 out of 100 000 cases per year. They are under-represented in clinical research including tumour molecular analysis. The aim of Arcagen is to generate a multinational database integrating clinical and molecular information of patients with rare cancers. PATIENTS AND METHODS We present the retrospective feasibility cohort of patients with rare cancers, with previously collected tumour samples available from any stage. Molecular analysis was performed using FoundationOne CDx for all histologies except for sarcoma where FoundationOne Heme was used. Clinical data including demographic data, medical history, malignant history, treatment and survival data were collected. RESULTS Eighty-seven patients from three centres were screened; molecular data were obtained for 77 patients (41 sarcomas, 9 yolk sac tumours, 14 rare head and neck cancers, 13 thymomas). The median age at the time of diagnosis was 48 (range 28-85). Most patients had reportable genomic alterations (89%). The most common alterations were linked to cell cycle regulation (TP53, RB1, CDKN2A/B deletions and MDM2 amplification). Multiple activating single-nucleotide variants (SNVs) could be detected in the RAS/RAF family. The tumour mutational burden status was globally low across all samples with a median of 3 Muts/MB (range 0-52). Only 4 cases (ie, 4.7% of tumours) had direct actionable mutations for a treatment approved in Europe within the patient's tumour type. CONCLUSION The Arcagen project aims to bridge the gap and improve knowledge of the molecular landscape of rare cancers by prospectively recruiting up to 1000 patients.
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Affiliation(s)
| | | | - Marie Vinches
- Montpellier Cancer Research Institute, Montpellier, Languedoc-Roussillon, France
| | | | - Dexter X Jin
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Oliver Holmes
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Rachel Erlich
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | | | - Sabrina Croce
- Department of Biopathology, Institut Bergonie, Bordeaux, Aquitaine, France
| | | | | | - Jean-Yves Blay
- Department of Medical Oncology, Center Léon Bérard, Lyon, France; Université Claude Bernard Lyon 1, Villeurbanne, France
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Huang RSP, Haberberger J, Harries L, Severson E, Duncan DL, Ferguson NL, Hemmerich A, Edgerly C, Murugesan K, Xiao J, McEwan D, Holmes O, Hiemenz M, Venstrom J, Elvin JA, Creeden J, Lin DI, Ross JS, Ramkissoon SH. Clinicopathologic and Genomic Characterization of PD-L1 Positive Urothelial Carcinomas. Oncologist 2021; 26:375-382. [PMID: 33687775 DOI: 10.1002/onco.13753] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 02/26/2021] [Indexed: 11/08/2022] Open
Abstract
INTRODUCTION Pembrolizumab was approved with an accompanying companion diagnostic (CDx) assay (PD-L1 DAKO 22C3) for urothelial carcinoma (UC). In this study, we further characterize the clinicopathologic and genomic features of UC that are programmed death-ligand 1 (PD-L1) positive. MATERIALS AND METHODS The cohort of this study consisted of a total of 528 consecutive UC patients with PD-L1 immunohistochemistry (IHC) and comprehensive genomic profiling (CGP). All PD-L1 IHC testing was performed using the DAKO 22C3 CDx assay for UC. PD-L1 positivity was determined at a combined positive score ≥ 10. RESULTS A total of 44.5% (235/528) patients with UC were PD-L1positive . A lower PD-L1 positivity rate was detected in primary (42.3%, 148/350) versus metastatic sites (48.9%, 87/178). PD-L1 positivity was dependent on the location of the metastatic sites. CGP revealed PD-L1positive patients had more frequent genomic alterations (GAs) in TP53 (p = .006) and RB1 (p = .003) and less frequent GAs in FGFR3 (p = .001) and MTAP (p = .028). The APOBEC mutational signature and tumor mutational burden (TMB)-high were more common in PD-L1positive patients. By testing patients with UC with CGP, in addition to PD-L1 IHC, an additional 97 patients (18.4%) in the total cohort were eligible for immunotherapy based on TMB status. CONCLUSION PD-L1positive and PD-L1negative urothelial carcinomas are genomically different. Also, our study provides the framework for future clinical investigation with regard to specimen site selection for PD-L1 testing as well as candidate biomarker genomic alterations that may predict for better response or lack of response to immune checkpoint inhibitors. IMPLICATIONS FOR PRACTICE In this study, a higher prevalence of TP53 and RB1 alterations and APOBEC mutational signatures in the PD-L1positive urothelial carcinoma disease subset and enrichment of FGFR3 alterations in the PD-L1negative disease subset were found. These data provide the basis for future investigation into the role of these genomic changes as positive and negative predictors of immunotherapy response. Also, differences wer seen in PD-L1 positivity based on the collection site of the sample, which can provide a framework for future clinical trial design and could influence sample selection for PD-L1 testing in patients with urothelial carcinoma when multiple samples are available.
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Affiliation(s)
| | | | - Lukas Harries
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | - Eric Severson
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | | | | | | | - Claire Edgerly
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | | | - Jinpeng Xiao
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | - Deborah McEwan
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Oliver Holmes
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | | | | | - Julia A Elvin
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - James Creeden
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Douglas I Lin
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA.,Department of Pathology, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Morrisville, North Carolina, USA.,Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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13
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Huang RSP, Severson E, Haberberger J, Duncan DL, Hemmerich A, Edgerly C, Ferguson NL, Frampton G, Owens C, Williams E, Elvin J, Vergilio JA, Killian JK, Lin D, Morley S, McEwan D, Holmes O, Danziger N, Cohen MB, Sathyan P, McGregor K, Reddy P, Venstrom J, Anhorn R, Alexander B, Brown C, Ross JS, Ramkissoon SH. Landscape of Biomarkers in Non-small Cell Lung Cancer Using Comprehensive Genomic Profiling and PD-L1 Immunohistochemistry. Pathol Oncol Res 2021; 27:592997. [PMID: 34257540 PMCID: PMC8262230 DOI: 10.3389/pore.2021.592997] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 01/22/2021] [Indexed: 11/16/2022]
Abstract
Comprehensive genomic profiling (CGP) and immunohistochemistry (IHC) are important biomarker tools used for patients with non-small cell lung cancer (NSCLC) given the expanding number of standard-of-care therapies that require companion diagnostic testing. We examined 9450 NSCLC real-world patient samples that underwent both CGP and programmed death-ligand 1 (PD-L1) IHC to understand the biomarker landscape in this patient cohort. By assessing National Comprehensive Cancer Network (NCCN)-recommended biomarkers including genomic alterations, tumor mutational burden (≥10 mutations/Mb cut-off), and PD-L1 expression (Tumor Proportion Score (TPS) ≥ 50% cut-off), we show that CGP + PD-L1 IHC yielded potentially actionable results for 70.5% of the 9,450 patients with NSCLC. Among the remaining 29.5% (2,789/9,450) of patients, 86.7% (2,419/2,789) were potentially eligible for another biomarker-associated therapy and/or clinical trial based on their genomic profile. In addition, in the PD-L1TPS≥50% disease subset, BRAF mutations, MET mutations, MET amplifications, and KRAS mutations were significantly enriched; and in the PD-L1TPS<50%, EGFR mutations, ERBB2 mutations, STK11 mutations, and KEAP1 mutations were enriched. These findings highlight the improved clinical utility of combining CGP with IHC to expand the biomarker-guided therapeutic options available for patients with NSCLC, relative to single biomarker testing alone.
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Affiliation(s)
| | - Eric Severson
- Foundation Medicine, Inc., Morrisville, NC, United States
| | | | | | | | - Claire Edgerly
- Foundation Medicine, Inc., Morrisville, NC, United States
| | | | | | - Clarence Owens
- Foundation Medicine, Inc., Morrisville, NC, United States
| | - Erik Williams
- Foundation Medicine, Inc., Cambridge, MA, United States
| | - Julia Elvin
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | | | - Douglas Lin
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | | | - Oliver Holmes
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | - Michael B Cohen
- Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, United States.,Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | | | | | | | | | - Rachel Anhorn
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | | | - Jeffrey S Ross
- Foundation Medicine, Inc., Morrisville, NC, United States.,Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, United States
| | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Morrisville, NC, United States.,Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, United States.,Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, United States
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14
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Huang RS, Li X, Haberberger J, Sokol E, Severson E, Duncan DL, Hemmerich A, Edgerly C, Williams E, Elvin J, Vergilio J, Killian JK, Lin D, Hiemenz M, Xiao J, McEwan D, Holmes O, Danziger N, Erlich R, Frampton G, Cohen MB, McGregor K, Reddy P, Cardeiro D, Anhorn R, Venstrom J, Alexander B, Brown C, Pusztai L, Ross JS, Ramkissoon SH. Biomarkers in Breast Cancer: An Integrated Analysis of Comprehensive Genomic Profiling and PD-L1 Immunohistochemistry Biomarkers in 312 Patients with Breast Cancer. Oncologist 2020; 25:943-953. [PMID: 32869930 PMCID: PMC7648336 DOI: 10.1634/theoncologist.2020-0449] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Accepted: 08/04/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND We examined the current biomarker landscape in breast cancer when programmed death-ligand 1 (PD-L1) testing is integrated with comprehensive genomic profiling (CGP). MATERIAL AND METHODS We analyzed data from samples of 312 consecutive patients with breast carcinoma tested with both CGP and PD-L1 (SP142) immunohistochemistry (IHC) during routine clinical care. These samples were stratified into hormone receptor positive (HR+)/human epidermal growth factor receptor negative (HER2-; n = 159), HER2-positive (n = 32), and triple-negative breast cancer (TNBC) cohorts (n = 121). RESULTS We found that in the TNBC cohort, 43% (52/121) were immunocyte PD-L1-positive, and in the HR+/HER2- cohort, 30% (48/159) had PIK3CA companion diagnostics mutations, and hence were potentially eligible for atezolizumab plus nab-paclitaxel or alpelisib plus fulvestrant, respectively. Of the remaining 212 patients, 10.4% (22/212) had a BRCA1/2 mutation, which, if confirmed by germline testing, would allow olaparib plus talazoparib therapy. Of the remaining 190 patients, 169 (88.9%) were positive for another therapy-associated marker or a marker that would potentially qualify the patient for a clinical trial. In addition, we examined the relationship between immunocyte PD-L1 positivity and different tumor mutation burden (TMB) cutoffs and found that when a TMB cutoff of ≥9 mutations per Mb was applied (cutoff determined based on prior publication), 11.6% (14/121) patients were TMB ≥9 mutations/Mb and of these, TMB ≥9 mutations per Mb, 71.4% (10/14) were also positive for PD-L1 IHC. CONCLUSION Our integrated PD-L1 and CGP methodology identified 32% of the tested patients as potentially eligible for at least one of the two new Food and Drug Administration approved therapies, atezolizumab or alpelisib, and an additional 61.2% (191/312) had other biomarker-guided potential therapeutic options. IMPLICATIONS FOR PRACTICE This integrated programmed death-ligand 1 immunohistochemistry and comprehensive genomic profiling methodology identified 32% of the tested patients as eligible for at least one of the two new Food and Drug Administration-approved therapies, atezolizumab or alpelisib, and an additional 61.2% (191/312) had other biomarker-guided potential therapeutic options. These findings suggest new research opportunities to evaluate the predictive utility of other commonly seen PIK3CA mutations in hormone receptor-positive breast cancers and to standardize tumor mutation burden cutoffs to evaluate its potentially predictive role in triple-negative breast cancer.
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Affiliation(s)
| | - Xinyan Li
- Foundation Medicine, Inc.MorrisvilleNorth CarolinaUSA
| | | | - Ethan Sokol
- Foundation Medicine, Inc.CambridgeMassachusettsUSA
| | - Eric Severson
- Foundation Medicine, Inc.MorrisvilleNorth CarolinaUSA
| | | | | | | | | | - Julia Elvin
- Foundation Medicine, Inc.CambridgeMassachusettsUSA
| | | | | | - Douglas Lin
- Foundation Medicine, Inc.CambridgeMassachusettsUSA
| | | | - Jinpeng Xiao
- Foundation Medicine, Inc.MorrisvilleNorth CarolinaUSA
| | | | | | | | | | | | - Michael B. Cohen
- Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of MedicineWinston‐SalemNorth CarolinaUSA
| | | | | | | | | | | | | | | | | | - Jeffrey S. Ross
- Foundation Medicine, Inc.CambridgeMassachusettsUSA
- Department of Pathology, State University of New York (SUNY) Upstate Medical UniversitySyracuseNew YorkUSA
| | - Shakti H. Ramkissoon
- Foundation Medicine, Inc.MorrisvilleNorth CarolinaUSA
- Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of MedicineWinston‐SalemNorth CarolinaUSA
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15
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Newell F, Wilmott JS, Johansson PA, Nones K, Addala V, Mukhopadhyay P, Broit N, Amato CM, Van Gulick R, Kazakoff SH, Patch AM, Koufariotis LT, Lakis V, Leonard C, Wood S, Holmes O, Xu Q, Lewis K, Medina T, Gonzalez R, Saw RPM, Spillane AJ, Stretch JR, Rawson RV, Ferguson PM, Dodds TJ, Thompson JF, Long GV, Levesque MP, Robinson WA, Pearson JV, Mann GJ, Scolyer RA, Waddell N, Hayward NK. Whole-genome sequencing of acral melanoma reveals genomic complexity and diversity. Nat Commun 2020; 11:5259. [PMID: 33067454 PMCID: PMC7567804 DOI: 10.1038/s41467-020-18988-3] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 09/24/2020] [Indexed: 12/21/2022] Open
Abstract
To increase understanding of the genomic landscape of acral melanoma, a rare form of melanoma occurring on palms, soles or nail beds, whole genome sequencing of 87 tumors with matching transcriptome sequencing for 63 tumors was performed. Here we report that mutational signature analysis reveals a subset of tumors, mostly subungual, with an ultraviolet radiation signature. Significantly mutated genes are BRAF, NRAS, NF1, NOTCH2, PTEN and TYRP1. Mutations and amplification of KIT are also common. Structural rearrangement and copy number signatures show that whole genome duplication, aneuploidy and complex rearrangements are common. Complex rearrangements occur recurrently and are associated with amplification of TERT, CDK4, MDM2, CCND1, PAK1 and GAB2, indicating potential therapeutic options.
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Affiliation(s)
- Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
| | - James S Wilmott
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
| | | | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Venkateswar Addala
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | | | - Natasa Broit
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Carol M Amato
- Center for Rare Melanomas, University of Colorado Cancer Center, Aurora, Colorado, USA
| | - Robert Van Gulick
- Center for Rare Melanomas, University of Colorado Cancer Center, Aurora, Colorado, USA
| | | | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | | | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Karl Lewis
- Center for Rare Melanomas, University of Colorado Cancer Center, Aurora, Colorado, USA
| | - Theresa Medina
- Center for Rare Melanomas, University of Colorado Cancer Center, Aurora, Colorado, USA
| | - Rene Gonzalez
- Center for Rare Melanomas, University of Colorado Cancer Center, Aurora, Colorado, USA
| | - Robyn P M Saw
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Andrew J Spillane
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal North Shore Hospital, Sydney, NSW, Australia
| | - Jonathan R Stretch
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Robert V Rawson
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
- New South Wales Health Pathology, Sydney, NSW, Australia
| | - Peter M Ferguson
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
- New South Wales Health Pathology, Sydney, NSW, Australia
| | - Tristan J Dodds
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
| | - John F Thompson
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Georgina V Long
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal North Shore Hospital, Sydney, NSW, Australia
| | - Mitchell P Levesque
- Dermatology Clinic, University Hospital Zürich, University of Zurich, Zurich, Switzerland
| | - William A Robinson
- Center for Rare Melanomas, University of Colorado Cancer Center, Aurora, Colorado, USA
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Graham J Mann
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, Sydney, NSW, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
- New South Wales Health Pathology, Sydney, NSW, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Medicine, The University of Queensland, Brisbane, QLD, Australia
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16
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de Luca XM, Newell F, Kazakoff SH, Hartel G, McCart Reed AE, Holmes O, Xu Q, Wood S, Leonard C, Pearson JV, Lakhani SR, Waddell N, Nones K, Simpson PT. Using whole-genome sequencing data to derive the homologous recombination deficiency scores. NPJ Breast Cancer 2020; 6:33. [PMID: 32818150 PMCID: PMC7414867 DOI: 10.1038/s41523-020-0172-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Accepted: 06/02/2020] [Indexed: 01/03/2023] Open
Abstract
The homologous recombination deficiency (HRD) score was developed using whole-genome copy number data derived from arrays as a way to infer deficiency in the homologous recombination DNA damage repair pathway (in particular BRCA1 or BRCA2 deficiency) in breast cancer samples. The score has utility in understanding tumour biology and may be indicative of response to certain therapeutic strategies. Studies have used whole-exome sequencing to derive the HRD score, however, with increasing use of whole-genome sequencing (WGS) to characterise tumour genomes, there has yet to be a comprehensive comparison between HRD scores derived by array versus WGS. Here we demonstrate that there is both a high correlation and a good agreement between array- and WGS-derived HRD scores and between the scores derived from WGS and downsampled WGS to represent shallow WGS. For samples with an HRD score close to threshold for stratifying HR proficiency or deficiency there was however some disagreement in the HR status between array and WGS data, highlighting the importance of not relying on a single method of ascertaining the homologous recombination status of a tumour.
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Affiliation(s)
- Xavier M. de Luca
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | | | - Gunter Hartel
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - Amy E. McCart Reed
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - John V. Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - Sunil R. Lakhani
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD Australia
- Pathology Queensland, Royal Brisbane & Women’s Hospital, Brisbane, QLD Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD Australia
| | - Peter T. Simpson
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD Australia
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17
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Brunton H, Caligiuri G, Cunningham R, Upstill-Goddard R, Bailey UM, Garner IM, Nourse C, Dreyer S, Jones M, Moran-Jones K, Wright DW, Paulus-Hock V, Nixon C, Thomson G, Jamieson NB, McGregor GA, Evers L, McKay CJ, Gulati A, Brough R, Bajrami I, Pettitt SJ, Dziubinski ML, Barry ST, Grützmann R, Brown R, Curry E, Pajic M, Musgrove EA, Petersen GM, Shanks E, Ashworth A, Crawford HC, Simeone DM, Froeling FEM, Lord CJ, Mukhopadhyay D, Pilarsky C, Grimmond SE, Morton JP, Sansom OJ, Chang DK, Bailey PJ, Biankin AV, Chang DK, Cooke SL, Dreyer S, Grimwood P, Kelly S, Marshall J, McDade B, McElroy D, Ramsay D, Upstill-Goddard R, Rebus S, Hair J, Jamieson NB, McKay CJ, Westwood P, Williams N, Duthie F, Biankin AV, Johns AL, Mawson A, Chang DK, Scarlett CJ, Brancato MAL, Rowe SJ, Simpson SH, Martyn-Smith M, Thomas MT, Chantrill LA, Chin VT, Chou A, Cowley MJ, Humphris JL, Mead RS, Nagrial AM, Pajic M, Pettit J, Pinese M, Rooman I, Wu J, Tao J, DiPietro R, Watson C, Steinmann A, Lee HC, Wong R, Pinho AV, Giry-Laterriere M, Daly RJ, Musgrove EA, Sutherland RL, Grimmond SM, Waddell N, Kassahn KS, Miller DK, Wilson PJ, Patch AM, Song S, Harliwong I, Idrisoglu S, Nourbakhsh E, Manning S, Wani S, Gongora M, Anderson M, Holmes O, Leonard C, Taylor D, Wood S, Xu C, Nones K, Fink JL, Christ A, Bruxner T, Cloonan N, Newell F, Pearson JV, Quinn M, Nagaraj S, Kazakoff S, Waddell N, Krisnan K, Quek K, Wood D, Samra JS, Gill AJ, Pavlakis N, Guminski A, Toon C, Asghari R, Merrett ND, Pavey D, Das A, Cosman PH, Ismail K, O’Connnor C, Lam VW, McLeod D, Pleass HC, Richardson A, James V, Kench JG, Cooper CL, Joseph D, Sandroussi C, Crawford M, Gallagher J, Texler M, Forest C, Laycock A, Epari KP, Ballal M, Fletcher DR, Mukhedkar S, Spry NA, DeBoer B, Chai M, Zeps N, Beilin M, Feeney K, Nguyen NQ, Ruszkiewicz AR, Worthley C, Tan CP, Debrencini T, Chen J, Brooke-Smith ME, Papangelis V, Tang H, Barbour AP, Clouston AD, Martin P, O’Rourke TJ, Chiang A, Fawcett JW, Slater K, Yeung S, Hatzifotis M, Hodgkinson P, Christophi C, Nikfarjam M, Mountain A, Eshleman JR, Hruban RH, Maitra A, Iacobuzio-Donahue CA, Schulick RD, Wolfgang CL, Morgan RA, Hodgin M, Scarpa A, Lawlor RT, Beghelli S, Corbo V, Scardoni M, Bassi C, Tempero MA, Nourse C, Jamieson NB, Graham JS. HNF4A and GATA6 Loss Reveals Therapeutically Actionable Subtypes in Pancreatic Cancer. Cell Rep 2020; 31:107625. [PMID: 32402285 PMCID: PMC9511995 DOI: 10.1016/j.celrep.2020.107625] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 11/05/2019] [Accepted: 04/17/2020] [Indexed: 12/13/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) can be divided into transcriptomic subtypes with two broad lineages referred to as classical (pancreatic) and squamous. We find that these two subtypes are driven by distinct metabolic phenotypes. Loss of genes that drive endodermal lineage specification, HNF4A and GATA6, switch metabolic profiles from classical (pancreatic) to predominantly squamous, with glycogen synthase kinase 3 beta (GSK3β) a key regulator of glycolysis. Pharmacological inhibition of GSK3β results in selective sensitivity in the squamous subtype; however, a subset of these squamous patient-derived cell lines (PDCLs) acquires rapid drug tolerance. Using chromatin accessibility maps, we demonstrate that the squamous subtype can be further classified using chromatin accessibility to predict responsiveness and tolerance to GSK3β inhibitors. Our findings demonstrate that distinct patterns of chromatin accessibility can be used to identify patient subgroups that are indistinguishable by gene expression profiles, highlighting the utility of chromatin-based biomarkers for patient selection in the treatment of PDAC.
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Affiliation(s)
- Holly Brunton
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Giuseppina Caligiuri
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Richard Cunningham
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Rosie Upstill-Goddard
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Ulla-Maja Bailey
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Ian M Garner
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Craig Nourse
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Stephan Dreyer
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Marc Jones
- Stratified Medicine Scotland Innovation Centre, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Kim Moran-Jones
- Stratified Medicine Scotland Innovation Centre, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Derek W Wright
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Viola Paulus-Hock
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Colin Nixon
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Gemma Thomson
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Nigel B Jamieson
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Grant A McGregor
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Lisa Evers
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | - Colin J McKay
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Aditi Gulati
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Rachel Brough
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Ilirjana Bajrami
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Stephen J Pettitt
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Michele L Dziubinski
- Department of Molecular and Integrative Physiology, University of Michigan, 4304 Rogel Cancer Center Drive, Ann Arbor, MI 48109, USA
| | - Simon T Barry
- Bioscience, Oncology, IMED Biotech Unit, AstraZeneca, Cambridge, UK
| | - Robert Grützmann
- Department of Surgery, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Robert Brown
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | - Edward Curry
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK
| | | | | | - Marina Pajic
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst and Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Elizabeth A Musgrove
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland
| | | | - Emma Shanks
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Alan Ashworth
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK; UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA 94158, USA
| | - Howard C Crawford
- Department of Molecular and Integrative Physiology, University of Michigan, 4304 Rogel Cancer Center Drive, Ann Arbor, MI 48109, USA
| | - Diane M Simeone
- Pancreatic Cancer Center, Perlmutter Cancer Center, NYU Langone Health, New York, NY 10016, USA
| | - Fieke E M Froeling
- Epigenetics Unit, Department of Surgery & Cancer, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, UK; Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Christopher J Lord
- CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London SW3 6JB, UK
| | - Debabrata Mukhopadhyay
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Jacksonville, FL 32224, USA
| | | | - Sean E Grimmond
- University of Melbourne Centre for Cancer Research, University of Melbourne, Melbourne 3010, VIC, Australia
| | - Jennifer P Morton
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - Owen J Sansom
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK
| | - David K Chang
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Peter J Bailey
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Glasgow G61 1BD, UK; Department of General Surgery, University of Heidelberg, Heidelberg 69120, Germany.
| | - Andrew V Biankin
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, Scotland; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.
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Sarris J, Byrne GJ, Bousman CA, Cribb L, Savage KM, Holmes O, Murphy J, Macdonald P, Short A, Nazareth S, Jennings E, Thomas SR, Ogden E, Chamoli S, Scholey A, Stough C. Kava for generalised anxiety disorder: A 16-week double-blind, randomised, placebo-controlled study. Aust N Z J Psychiatry 2020; 54:288-297. [PMID: 31813230 DOI: 10.1177/0004867419891246] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
OBJECTIVE Previous randomised, double-blind, placebo-controlled studies have shown that Kava (a South Pacific medicinal plant) reduced anxiety during short-term administration. The objective of this randomised, double-blind, placebo-controlled study was to perform a larger, longer-term trial assessing the efficacy and safety of Kava in the treatment of generalised anxiety disorder and to determine whether gamma-aminobutyric acid transporter (SLC6A1) single-nucleotide polymorphisms were moderators of response. METHODS The trial was a phase III, multi-site, two-arm, 16-week, randomised, double-blind, placebo-controlled study investigating an aqueous extract of dried Kava root administered twice per day in tablet form (standardised to 120 mg of kavalactones twice/day) in 171 currently non-medicated anxious participants with diagnosed generalised anxiety disorder. The trial took place in Australia. RESULTS An analysis of 171 participants revealed a non-significant difference in anxiety reduction between the Kava and placebo groups (a relative reduction favouring placebo of 1.37 points; p = 0.25). At the conclusion of the controlled phase, 17.4% of the Kava group were classified as remitted (Hamilton Anxiety Rating Scale score < 7) compared to 23.8% of the placebo group (p = 0.46). No SLC6A1 polymorphisms were associated with treatment response, while carriers of the rs2601126 T allele preferentially respond to placebo (p = 0.006). Kava was well tolerated aside from poorer memory (Kava = 36 vs placebo = 23; p = 0.044) and tremor/shakiness (Kava = 36 vs placebo = 23; p = 0.024) occurring more frequently in the Kava group. Liver function test abnormalities were significantly more frequent in the Kava group, although no participant met criteria for herb-induced hepatic injury. CONCLUSION While research has generally supported Kava in non-clinical populations (potentially for more 'situational' anxiety as a short-term anxiolytic), this particular extract was not effective for diagnosed generalised anxiety disorder.
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Affiliation(s)
- Jerome Sarris
- NICM Health Research Institute, Western Sydney University, Westmead, NSW, Australia.,Professorial Unit, The Melbourne Clinic, Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia
| | - Gerard J Byrne
- Discipline of Psychiatry, School of Clinical Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Chad A Bousman
- Departments of Medical Genetics, Psychiatry and Physiology & Pharmacology, University of Calgary, Calgary, AB, Canada.,Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia
| | - Lachlan Cribb
- Professorial Unit, The Melbourne Clinic, Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia
| | - Karen M Savage
- Professorial Unit, The Melbourne Clinic, Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia.,Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Oliver Holmes
- Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Jenifer Murphy
- Professorial Unit, The Melbourne Clinic, Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia
| | - Patricia Macdonald
- Discipline of Psychiatry, School of Clinical Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Anika Short
- Discipline of Psychiatry, School of Clinical Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Sonia Nazareth
- Discipline of Psychiatry, School of Clinical Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Emma Jennings
- Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, VIC, Australia
| | | | - Edward Ogden
- Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Suneel Chamoli
- Department of Psychiatry, ACT Health, Canberra, ACT, Australia
| | - Andrew Scholey
- Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Con Stough
- Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, VIC, Australia
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Ramakrishna M, Ramakrishnan K, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, Viksna J, Vilain RE, Villasante I, Vincent-Salomon A, Visakorpi T, Voet D, Vyas P, Vázquez-García I, Waddell NM, Waddell N, Wadelius C, Wadi L, Wagener R, Wala JA, Wang J, Wang J, Wang L, Wang Q, Wang W, Wang Y, Wang Z, Waring PM, Warnatz HJ, Warrell J, Warren AY, Waszak SM, Wedge DC, Weichenhan D, Weinberger P, Weinstein JN, Weischenfeldt J, Weisenberger DJ, Welch I, Wendl MC, Werner J, Whalley JP, Wheeler DA, Whitaker HC, Wigle D, Wilkerson MD, Williams A, Wilmott JS, Wilson GW, Wilson JM, Wilson RK, Winterhoff B, Wintersinger JA, Wiznerowicz M, Wolf S, Wong BH, Wong T, Wong W, Woo Y, Wood S, Wouters BG, Wright AJ, Wright DW, Wright MH, Wu CL, Wu DY, Wu G, Wu J, Wu K, Wu Y, Wu Z, Xi L, Xia T, Xiang Q, Xiao X, Xing R, Xiong H, Xu Q, Xu Y, Xue H, Yachida S, Yakneen S, Yamaguchi R, Yamaguchi TN, Yamamoto M, Yamamoto S, Yamaue H, Yang F, Yang H, Yang JY, Yang L, Yang L, Yang S, Yang TP, Yang Y, Yao X, Yaspo ML, Yates L, Yau C, Ye C, Ye K, Yellapantula VD, Yoon CJ, Yoon SS, Yousif F, Yu J, Yu K, Yu W, Yu Y, Yuan K, Yuan Y, Yuen D, Yung CK, Zaikova O, Zamora J, Zapatka M, Zenklusen JC, Zenz T, Zeps N, Zhang CZ, Zhang F, Zhang H, Zhang H, Zhang H, Zhang J, Zhang J, Zhang J, Zhang X, Zhang X, Zhang Y, Zhang Z, Zhao Z, Zheng L, Zheng X, Zhou W, Zhou Y, Zhu B, Zhu H, Zhu J, Zhu S, Zou L, Zou X, deFazio A, van As N, van Deurzen CHM, van de Vijver MJ, van’t Veer L, von Mering C. Pan-cancer analysis of whole genomes. Nature 2020; 578:82-93. [PMID: 32025007 PMCID: PMC7025898 DOI: 10.1038/s41586-020-1969-6] [Citation(s) in RCA: 1435] [Impact Index Per Article: 358.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Accepted: 12/11/2019] [Indexed: 02/07/2023]
Abstract
Cancer is driven by genetic change, and the advent of massively parallel sequencing has enabled systematic documentation of this variation at the whole-genome scale1-3. Here we report the integrative analysis of 2,658 whole-cancer genomes and their matching normal tissues across 38 tumour types from the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA). We describe the generation of the PCAWG resource, facilitated by international data sharing using compute clouds. On average, cancer genomes contained 4-5 driver mutations when combining coding and non-coding genomic elements; however, in around 5% of cases no drivers were identified, suggesting that cancer driver discovery is not yet complete. Chromothripsis, in which many clustered structural variants arise in a single catastrophic event, is frequently an early event in tumour evolution; in acral melanoma, for example, these events precede most somatic point mutations and affect several cancer-associated genes simultaneously. Cancers with abnormal telomere maintenance often originate from tissues with low replicative activity and show several mechanisms of preventing telomere attrition to critical levels. Common and rare germline variants affect patterns of somatic mutation, including point mutations, structural variants and somatic retrotransposition. A collection of papers from the PCAWG Consortium describes non-coding mutations that drive cancer beyond those in the TERT promoter4; identifies new signatures of mutational processes that cause base substitutions, small insertions and deletions and structural variation5,6; analyses timings and patterns of tumour evolution7; describes the diverse transcriptional consequences of somatic mutation on splicing, expression levels, fusion genes and promoter activity8,9; and evaluates a range of more-specialized features of cancer genomes8,10-18.
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Ramarao-Milne K, Patch AM, Nones K, Koufariotis R, Newell F, Addala V, Kondrashova O, Mukhopadhyay P, Kazakoff S, Lakis V, Holmes O, Leonard C, Wood S, Xu C, Pearson J, Hollway G, Waddell N. Detection of actionable variants in various cancer types reveals value of whole-genome sequencing over in-silico whole-exome and hotspot panel sequencing. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz413.119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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21
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Leonard C, Wood S, Holmes O, Waddell N, Gorse D, Hansen DP, Pearson JV. Running Genomic Analyses in the Cloud. Stud Health Technol Inform 2019; 266:149-155. [PMID: 31397316 DOI: 10.3233/shti190787] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Genomic testing is rapidly moving into healthcare practice. However it comes with informatics challenges that the healthcare system has not previously faced - the raw data can be hundreds of gigabytes per test, the compute demands can be thousands of CPU hours, and the test can reveal deeply private health-srelated information that can have implications for anyone related to the person tested. While not a panacea, cloud computing has particular properties that can ameliorate some of these difficulties. This paper presents some of the key lessons learned while deploying a set of genomic analyses on cloud computing for Queensland Genomics.
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Affiliation(s)
- Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Nic Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | | | - David P Hansen
- Australian e-Health Research Centre, Brisbane, Australia
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
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22
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Lee M, Teber ET, Holmes O, Nones K, Patch AM, Dagg RA, Lau LMS, Lee JH, Napier CE, Arthur JW, Grimmond SM, Hayward NK, Johansson PA, Mann GJ, Scolyer RA, Wilmott JS, Reddel RR, Pearson JV, Waddell N, Pickett HA. Telomere sequence content can be used to determine ALT activity in tumours. Nucleic Acids Res 2019; 46:4903-4918. [PMID: 29718321 PMCID: PMC6007693 DOI: 10.1093/nar/gky297] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 04/10/2018] [Indexed: 01/16/2023] Open
Abstract
The replicative immortality of human cancer cells is achieved by activation of a telomere maintenance mechanism (TMM). To achieve this, cancer cells utilise either the enzyme telomerase, or the Alternative Lengthening of Telomeres (ALT) pathway. These distinct molecular pathways are incompletely understood with respect to activation and propagation, as well as their associations with clinical outcomes. We have identified significant differences in the telomere repeat composition of tumours that use ALT compared to tumours that do not. We then employed a machine learning approach to stratify tumours according to telomere repeat content with an accuracy of 91.6%. Importantly, this classification approach is applicable across all tumour types. Analysis of pathway mutations that were under-represented in ALT tumours, across 1,075 tumour samples, revealed that the autophagy, cell cycle control of chromosomal replication, and transcriptional regulatory network in embryonic stem cells pathways are involved in the survival of ALT tumours. Overall, our approach demonstrates that telomere sequence content can be used to stratify ALT activity in cancers, and begin to define the molecular pathways involved in ALT activation.
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Affiliation(s)
- Michael Lee
- Telomere Length Regulation Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - Erdahl T Teber
- Bioinformatics Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - Oliver Holmes
- Genome Informatics Group, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Katia Nones
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Ann-Marie Patch
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Rebecca A Dagg
- Cancer Research Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - Loretta M S Lau
- Cancer Research Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - Joyce H Lee
- Cancer Research Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - Christine E Napier
- Cancer Research Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - Jonathan W Arthur
- Bioinformatics Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - Sean M Grimmond
- University of Melbourne Centre for Cancer Research, University of Melbourne, Melbourne, Victoria, Australia
| | - Nicholas K Hayward
- Melanoma Institute Australia, University of Sydney, North Sydney, New South Wales, Australia.,Oncogenomics Group, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Peter A Johansson
- Oncogenomics Group, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Graham J Mann
- Melanoma Institute Australia, University of Sydney, North Sydney, New South Wales, Australia.,Centre for Cancer Research, Westmead Institute for Medical Research, University of Sydney, Westmead, New South Wales, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia, University of Sydney, North Sydney, New South Wales, Australia.,Discipline of Pathology, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.,Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, New South Wales, Australia
| | - James S Wilmott
- Melanoma Institute Australia, University of Sydney, North Sydney, New South Wales, Australia.,Discipline of Pathology, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Roger R Reddel
- Cancer Research Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
| | - John V Pearson
- Genome Informatics Group, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Nicola Waddell
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Hilda A Pickett
- Telomere Length Regulation Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, Australia
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23
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Newell F, Kong Y, Wilmott JS, Johansson PA, Ferguson PM, Cui C, Li Z, Kazakoff SH, Burke H, Dodds TJ, Patch AM, Nones K, Tembe V, Shang P, van der Weyden L, Wong K, Holmes O, Lo S, Leonard C, Wood S, Xu Q, Rawson RV, Mukhopadhyay P, Dummer R, Levesque MP, Jönsson G, Wang X, Yeh I, Wu H, Joseph N, Bastian BC, Long GV, Spillane AJ, Shannon KF, Thompson JF, Saw RPM, Adams DJ, Si L, Pearson JV, Hayward NK, Waddell N, Mann GJ, Guo J, Scolyer RA. Whole-genome landscape of mucosal melanoma reveals diverse drivers and therapeutic targets. Nat Commun 2019; 10:3163. [PMID: 31320640 PMCID: PMC6639323 DOI: 10.1038/s41467-019-11107-x] [Citation(s) in RCA: 168] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 06/18/2019] [Indexed: 02/06/2023] Open
Abstract
Knowledge of key drivers and therapeutic targets in mucosal melanoma is limited due to the paucity of comprehensive mutation data on this rare tumor type. To better understand the genomic landscape of mucosal melanoma, here we describe whole genome sequencing analysis of 67 tumors and validation of driver gene mutations by exome sequencing of 45 tumors. Tumors have a low point mutation burden and high numbers of structural variants, including recurrent structural rearrangements targeting TERT, CDK4 and MDM2. Significantly mutated genes are NRAS, BRAF, NF1, KIT, SF3B1, TP53, SPRED1, ATRX, HLA-A and CHD8. SF3B1 mutations occur more commonly in female genital and anorectal melanomas and CTNNB1 mutations implicate a role for WNT signaling defects in the genesis of some mucosal melanomas. TERT aberrations and ATRX mutations are associated with alterations in telomere length. Mutation profiles of the majority of mucosal melanomas suggest potential susceptibility to CDK4/6 and/or MEK inhibitors.
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Affiliation(s)
- Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Yan Kong
- Department of Renal Cancer and Melanoma, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - James S Wilmott
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Peter A Johansson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Peter M Ferguson
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Chuanliang Cui
- Department of Renal Cancer and Melanoma, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Zhongwu Li
- Department of Renal Cancer and Melanoma, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Stephen H Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Hazel Burke
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Tristan J Dodds
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Varsha Tembe
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, NSW, 2145, Australia
| | - Ping Shang
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Louise van der Weyden
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge, CB10 1SA, UK
| | - Kim Wong
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge, CB10 1SA, UK
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Serigne Lo
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Robert V Rawson
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Royal Prince Alfred Hospital, Camperdown, NSW, 2050, Australia
| | | | - Reinhard Dummer
- Dermatology Clinic, University Hospital Zürich, University of Zurich, Zurich, 8091, Switzerland
| | - Mitchell P Levesque
- Dermatology Clinic, University Hospital Zürich, University of Zurich, Zurich, 8091, Switzerland
| | - Göran Jönsson
- Department of Oncology, Clinical Sciences, Lund University, Lund, 221 85, Sweden
| | - Xuan Wang
- Department of Renal Cancer and Melanoma, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Iwei Yeh
- Departments of Dermatology and Pathology and the Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, 94143, USA
| | - Hong Wu
- Department of Pathology, Fox Chase Cancer Center, Philadelphia, PA, 19111, USA
| | - Nancy Joseph
- Department of Pathology, University of California, San Francisco, CA, 94143, USA
| | - Boris C Bastian
- Departments of Dermatology and Pathology and the Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, 94143, USA
| | - Georgina V Long
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
- Royal North Shore and Mater Hospitals, Sydney, NSW, 2065, Australia
| | - Andrew J Spillane
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Kerwin F Shannon
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - John F Thompson
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
- Royal Prince Alfred Hospital, Camperdown, NSW, 2050, Australia
| | - Robyn P M Saw
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia
| | - David J Adams
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge, CB10 1SA, UK
| | - Lu Si
- Department of Renal Cancer and Melanoma, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Nicholas K Hayward
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Graham J Mann
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, NSW, 2145, Australia
| | - Jun Guo
- Department of Renal Cancer and Melanoma, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Richard A Scolyer
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, 2065, Australia.
- Sydney Medical School, The University of Sydney, Sydney, NSW, 2006, Australia.
- Royal Prince Alfred Hospital, Camperdown, NSW, 2050, Australia.
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24
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Nones K, Johnson J, Newell F, Patch AM, Thorne H, Kazakoff SH, de Luca XM, Parsons MT, Ferguson K, Reid LE, McCart Reed AE, Srihari S, Lakis V, Davidson AL, Mukhopadhyay P, Holmes O, Xu Q, Wood S, Leonard C, Beesley J, Harris JM, Barnes D, Degasperi A, Ragan MA, Spurdle AB, Khanna KK, Lakhani SR, Pearson JV, Nik-Zainal S, Chenevix-Trench G, Waddell N, Simpson PT. Whole-genome sequencing reveals clinically relevant insights into the aetiology of familial breast cancers. Ann Oncol 2019; 30:1071-1079. [PMID: 31090900 PMCID: PMC6637375 DOI: 10.1093/annonc/mdz132] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Whole-genome sequencing (WGS) is a powerful method for revealing the diversity and complexity of the somatic mutation burden of tumours. Here, we investigated the utility of tumour and matched germline WGS for understanding aetiology and treatment opportunities for high-risk individuals with familial breast cancer. PATIENTS AND METHODS We carried out WGS on 78 paired germline and tumour DNA samples from individuals carrying pathogenic variants in BRCA1 (n = 26) or BRCA2 (n = 22) or from non-carriers (non-BRCA1/2; n = 30). RESULTS Matched germline/tumour WGS and somatic mutational signature analysis revealed patients with unreported, dual pathogenic germline variants in cancer risk genes (BRCA1/BRCA2; BRCA1/MUTYH). The strategy identified that 100% of tumours from BRCA1 carriers and 91% of tumours from BRCA2 carriers exhibited biallelic inactivation of the respective gene, together with somatic mutational signatures suggestive of a functional deficiency in homologous recombination. A set of non-BRCA1/2 tumours also had somatic signatures indicative of BRCA-deficiency, including tumours with BRCA1 promoter methylation, and tumours from carriers of a PALB2 pathogenic germline variant and a BRCA2 variant of uncertain significance. A subset of 13 non-BRCA1/2 tumours from early onset cases were BRCA-proficient, yet displayed complex clustered structural rearrangements associated with the amplification of oncogenes and pathogenic germline variants in TP53, ATM and CHEK2. CONCLUSIONS Our study highlights the role that WGS of matched germline/tumour DNA and the somatic mutational signatures can play in the discovery of pathogenic germline variants and for providing supporting evidence for variant pathogenicity. WGS-derived signatures were more robust than germline status and other genomic predictors of homologous recombination deficiency, thus impacting the selection of platinum-based or PARP inhibitor therapy. In this first examination of non-BRCA1/2 tumours by WGS, we illustrate the considerable heterogeneity of these tumour genomes and highlight that complex genomic rearrangements may drive tumourigenesis in a subset of cases.
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Affiliation(s)
- K Nones
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - J Johnson
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD
| | - F Newell
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - A M Patch
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - H Thorne
- kConFab Investigators, The Peter MacCallum Cancer Centre, Melbourne, VIC; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC
| | - S H Kazakoff
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - X M de Luca
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD
| | - M T Parsons
- Molecular Cancer Epidemiology Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - K Ferguson
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD
| | - L E Reid
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD
| | - A E McCart Reed
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD
| | - S Srihari
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD; Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD
| | - V Lakis
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - A L Davidson
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD; Faculty of Medicine, The University of Queensland, Brisbane, QLD
| | - P Mukhopadhyay
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - O Holmes
- Genome Informatics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - Q Xu
- Genome Informatics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - S Wood
- Genome Informatics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - C Leonard
- Genome Informatics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - J Beesley
- Cancer Genetics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - J M Harris
- Faculty of Health, School Biomedical Science - Queensland University of Technology, Brisbane, QLD, Australia
| | - D Barnes
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge
| | - A Degasperi
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge; Department of Medical Genetics, The Clinical School, University of Cambridge, Cambridge, UK
| | - M A Ragan
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD
| | - A B Spurdle
- Molecular Cancer Epidemiology Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - K K Khanna
- Signal Transduction Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - S R Lakhani
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD; Royal Brisbane & Women's Hospital, Pathology Queensland, Brisbane, QLD, Australia
| | - J V Pearson
- Genome Informatics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - S Nik-Zainal
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge; Department of Medical Genetics, The Clinical School, University of Cambridge, Cambridge, UK
| | - G Chenevix-Trench
- Cancer Genetics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD
| | - N Waddell
- Medical Genomics Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD.
| | - P T Simpson
- Faculty of Medicine, Centre for Clinical Research, The University of Queensland, Brisbane, QLD.
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Simpson P, Nones K, Johnson J, Newell F, Patch AM, Thorne H, Kazakoff S, De Luca X, Parsons M, Ferguson K, Reid L, McCart Reed A, Srihari S, Lakis V, Davidson A, Mukhopadhyay P, Holmes O, Xu Q, Wood S, Leonard C, Beasley J, Degasperi A, Nik-Zainal S, Ragan M, Spurdle A, Khanna KK, Lakhani S, Pearson J, Chenevix-Trench G, Waddell N. Abstract P5-10-01: Using whole genome sequencing and somatic mutation signatures to unravel insight into familial breast cancer aetiology. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-p5-10-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Approximately 10-15% of breast cancers are associated with a strong family history of disease. Pathogenic variants in BRCA1, BRCA2 or other moderate to highly penetrant susceptibility genes (e.g. TP53, ATM, CHEK2, PALB2 and PTEN) account for a number of breast cancer families. However, for over 50% of families the underlying genetic contribution to their risk remains unknown (termed here as non-BRCA1/2). This has a profound impact for how individuals and their families are managed in the clinic. We applied whole genome sequencing (WGS) to determine whether somatic mutation analysis can reveal insight into the aetiology of familial breast cancer. The full repertoire of somatic mutations was evaluated in 26 BRCA1, 22 BRCA2 and 32 non-BRCA1/2 tumours; including SNPs, indels, copy number changes and structural rearrangements, and mutational signatures. Genomes were also analysed using the HRD Index and HRDetect, as predictors of homologous recombination deficiency. BRCA1, BRCA2 and non-BRCA1/2 tumours exhibited a different burden of mutations, a different spectrum of mutational signatures and different telomere length. Based on collective patterns of mutation signatures, tumours were classified as 'BRCA1-like', 'BRCA2-like' or 'non-BRCA1/2-like' with a 15% rate of tumour re-classification from their original clinical BRCA status. The results demonstrate the power of WGS to differentiate between BRCA1 and BRCA2 driven tumours; in the identification of double-pathogenic germline mutation carriers based on the resulting somatic mutation signature; and in the interpretation of BRCA unclassified variants. WGS of tumour genomes reveals fascinating insights into tumour aetiology and could compliment current genetic testing of breast cancer families.
Citation Format: Simpson P, Nones K, Johnson J, Newell F, Patch A-M, Thorne H, Kazakoff S, De Luca X, Parsons M, Ferguson K, Reid L, McCart Reed A, Srihari S, Lakis V, Davidson A, Mukhopadhyay P, Holmes O, Xu Q, Wood S, Leonard C, Beasley J, Degasperi A, Nik-Zainal S, Ragan M, Spurdle A, Khanna KK, Lakhani S, Pearson J, Chenevix-Trench G, Waddell N. Using whole genome sequencing and somatic mutation signatures to unravel insight into familial breast cancer aetiology [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P5-10-01.
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Affiliation(s)
- P Simpson
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - K Nones
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - J Johnson
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - F Newell
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - A-M Patch
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - H Thorne
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - S Kazakoff
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - X De Luca
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - M Parsons
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - K Ferguson
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - L Reid
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - A McCart Reed
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - S Srihari
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - V Lakis
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - A Davidson
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - P Mukhopadhyay
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - O Holmes
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - Q Xu
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - S Wood
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - C Leonard
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - J Beasley
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - A Degasperi
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - S Nik-Zainal
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - M Ragan
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - A Spurdle
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - KK Khanna
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - S Lakhani
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - J Pearson
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - G Chenevix-Trench
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
| | - N Waddell
- The University of Queensland, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; Peter MacCallum Cancer Centre, Melbourne, Australia; University of Cambridge, Cambridge, United Kingdom; Westmead Institute for Medical Research, Sydney, Australia
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Pathak RS, Pantarotto JR, Cook G, Holmes O, Cross P, MacRae RM. Anemia is a poor prognostic factor for stage I non-small cell lung cancer (NSCLC) patients treated with Stereotactic Body Radiation Therapy (SBRT). Clin Transl Radiat Oncol 2019; 16:28-33. [PMID: 30923751 PMCID: PMC6423348 DOI: 10.1016/j.ctro.2019.01.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 01/09/2019] [Indexed: 12/16/2022] Open
Abstract
•This study reports on the prognostic ability of haematological parameters for the largest known biopsy-proven stage-I medically inoperable cohort treated with SBRT.•After SBRT, the median values of Hb, ALC, ANC and TPC declined whereas the NLR and the PLR increased as compared to pre-SBRT.•Anemia along with other parameters was found to be a poor prognostic factor for local control despite treatment with SBRT to doses of >100 Gy BED10.•Simple and minimally invasive methods like a peripheral blood sample can provide prognostic information even for stage-I NSCLC patients.•Patient, tumor and treatment factors along with molecular markers should be used to create risk stratification models that can guide therapy.
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Affiliation(s)
- Rima S. Pathak
- Division of Radiation Oncology, The University of Ottawa, Ottawa, ON, The Ottawa Hospital Cancer Centre, Canada
| | - Jason R. Pantarotto
- Division of Radiation Oncology, The University of Ottawa, Ottawa, ON, The Ottawa Hospital Cancer Centre, Canada
| | - Graham Cook
- Division of Radiation Oncology, The University of Ottawa, Ottawa, ON, The Ottawa Hospital Cancer Centre, Canada
| | - Oliver Holmes
- Discipline of Oncology, Dr. H. Bliss Murphy Cancer Centre, St. John’s, Newfoundland and Labrador, Canada
| | - Peter Cross
- Division of Radiation Oncology, The University of Ottawa, Ottawa, ON, The Ottawa Hospital Cancer Centre, Canada
| | - Robert M. MacRae
- Division of Radiation Oncology, The University of Ottawa, Ottawa, ON, The Ottawa Hospital Cancer Centre, Canada
- Corresponding author at: Box 903, The Ottawa Hospital, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada.
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McCart Reed AE, Kalaw E, Nones K, Bettington M, Lim M, Bennett J, Johnstone K, Kutasovic JR, Saunus JM, Kazakoff S, Xu Q, Wood S, Holmes O, Leonard C, Reid LE, Black D, Niland C, Ferguson K, Gresshoff I, Raghavendra A, Harvey K, Cooper C, Liu C, Kalinowski L, Reid AS, Davidson M, Pearson JV, Pathmanathan N, Tse G, Papadimos D, Pathmanathan R, Harris G, Yamaguchi R, Tan PH, Fox SB, O'Toole SA, Simpson PT, Waddell N, Lakhani SR. Phenotypic and molecular dissection of metaplastic breast cancer and the prognostic implications. J Pathol 2018; 247:214-227. [PMID: 30350370 DOI: 10.1002/path.5184] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 09/24/2018] [Accepted: 10/11/2018] [Indexed: 12/17/2022]
Abstract
Metaplastic breast carcinoma (MBC) is relatively rare but accounts for a significant proportion of global breast cancer mortality. This group is extremely heterogeneous and by definition exhibits metaplastic change to squamous and/or mesenchymal elements, including spindle, squamous, chondroid, osseous, and rhabdomyoid features. Clinically, patients are more likely to present with large primary tumours (higher stage), distant metastases, and overall, have shorter 5-year survival compared to invasive carcinomas of no special type. The current World Health Organisation (WHO) diagnostic classification for this cancer type is based purely on morphology - the biological basis and clinical relevance of its seven sub-categories are currently unclear. By establishing the Asia-Pacific MBC (AP-MBC) Consortium, we amassed a large series of MBCs (n = 347) and analysed the mutation profile of a subset, expression of 14 breast cancer biomarkers, and clinicopathological correlates, contextualising our findings within the WHO guidelines. The most significant indicators of poor prognosis were large tumour size (T3; p = 0.004), loss of cytokeratin expression (lack of staining with pan-cytokeratin AE1/3 antibody; p = 0.007), EGFR overexpression (p = 0.01), and for 'mixed' MBC, the presence of more than three distinct morphological entities (p = 0.007). Conversely, fewer morphological components and EGFR negativity were favourable indicators. Exome sequencing of 30 cases confirmed enrichment of TP53 and PTEN mutations, and intriguingly, concurrent mutations of TP53, PTEN, and PIK3CA. Mutations in neurofibromatosis-1 (NF1) were also overrepresented [16.7% MBCs compared to ∼5% of breast cancers overall; enrichment p = 0.028; mutation significance p = 0.006 (OncodriveFM)], consistent with published case reports implicating germline NF1 mutations in MBC risk. Taken together, we propose a practically minor but clinically significant modification to the guidelines: all WHO_1 mixed-type tumours should have the number of morphologies present recorded, as a mechanism for refining prognosis, and that EGFR and pan-cytokeratin expression are important prognostic markers. Copyright © 2018 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Amy Ellen McCart Reed
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Emarene Kalaw
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Katia Nones
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Mark Bettington
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Malcolm Lim
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - James Bennett
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Kate Johnstone
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Jamie Rose Kutasovic
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Jodi Marie Saunus
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Stephen Kazakoff
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Qinying Xu
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Scott Wood
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Oliver Holmes
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Conrad Leonard
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Lynne Estelle Reid
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Debra Black
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Colleen Niland
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Kaltin Ferguson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Irma Gresshoff
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Ashwini Raghavendra
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Kate Harvey
- Garvan Institute of Medical Research and the Kinghorn Cancer Centre, Darlinghurst, Australia
| | - Caroline Cooper
- Garvan Institute of Medical Research and the Kinghorn Cancer Centre, Darlinghurst, Australia
| | - Cheng Liu
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Lauren Kalinowski
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Andrew Scott Reid
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Morgan Davidson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - John V Pearson
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | | | - Gary Tse
- Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, Hong Kong
| | - David Papadimos
- Department of Histopathology, Sullivan Nicolaides Pathology, Bowen Hills, Australia
| | | | - Gavin Harris
- Canterbury Health Laboratories, Christchurch, New Zealand/Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
| | - Rin Yamaguchi
- Department of Pathology and Laboratory Medicine, Kurume University Medical Center, Kurume-shi, Japan
| | - Puay Hoon Tan
- Division of Pathology, Singapore General Hospital, Singapore
| | - Stephen B Fox
- Peter MacCallum Cancer Centre and University of Melbourne, Melbourne, Australia
| | - Sandra A O'Toole
- Garvan Institute of Medical Research and the Kinghorn Cancer Centre, Darlinghurst, Australia
| | - Peter Thomas Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Nicola Waddell
- Genetics and Computational Biology Department, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Sunil R Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
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Wilmott JS, Johansson PA, Newell F, Waddell N, Ferguson P, Quek C, Patch AM, Nones K, Shang P, Pritchard AL, Kazakoff S, Holmes O, Leonard C, Wood S, Xu Q, Saw RPM, Spillane AJ, Stretch JR, Shannon KF, Kefford RF, Menzies AM, Long GV, Thompson JF, Pearson JV, Mann GJ, Hayward NK, Scolyer RA. Whole genome sequencing of melanomas in adolescent and young adults reveals distinct mutation landscapes and the potential role of germline variants in disease susceptibility. Int J Cancer 2018; 144:1049-1060. [DOI: 10.1002/ijc.31791] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 07/09/2018] [Indexed: 12/15/2022]
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Morgan SC, Holmes O, Craig J, Grimes S, Eapen L, Malone S. Prostate radiotherapy in newly-diagnosed metastatic hormone-sensitive prostate cancer: A single-institution experience. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.5017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | - Oliver Holmes
- Division of Radiation Oncology, Memorial University of Newfoundland, St. John’s, NF, Canada
| | - Julia Craig
- Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | | | - Libni Eapen
- Division of Radiation Oncology, University of Ottawa, Ottawa, ON, Canada
| | - Shawn Malone
- Division of Radiation Oncology, University of Ottawa, Ottawa, ON, Canada
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30
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Gornstein EL, Sandefur S, Chung JH, Gay LM, Holmes O, Erlich RL, Soman S, Martin LK, Rose AV, Stephens PJ, Ross JS, Miller VA, Ali SM, Blau S. BRCA2 Reversion Mutation Associated With Acquired Resistance to Olaparib in Estrogen Receptor-positive Breast Cancer Detected by Genomic Profiling of Tissue and Liquid Biopsy. Clin Breast Cancer 2018. [PMID: 29325860 DOI: 10.1016/j.clbc.2017.12.010] [] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
| | | | | | | | | | | | - Salil Soman
- Department of Radiology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA
| | | | | | | | | | | | | | - Sibel Blau
- Northwest Medical Specialties, Puyallup, WA
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Patch AM, Nones K, Kazakoff SH, Newell F, Wood S, Leonard C, Holmes O, Xu Q, Addala V, Creaney J, Robinson BW, Fu S, Geng C, Li T, Zhang W, Liang X, Rao J, Wang J, Tian M, Zhao Y, Teng F, Gou H, Yang B, Jiang H, Mu F, Pearson JV, Waddell N. Germline and somatic variant identification using BGISEQ-500 and HiSeq X Ten whole genome sequencing. PLoS One 2018; 13:e0190264. [PMID: 29320538 PMCID: PMC5761881 DOI: 10.1371/journal.pone.0190264] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2017] [Accepted: 12/11/2017] [Indexed: 01/01/2023] Open
Abstract
Technological innovation and increased affordability have contributed to the widespread adoption of genome sequencing technologies in biomedical research. In particular large cancer research consortia have embraced next generation sequencing, and have used the technology to define the somatic mutation landscape of multiple cancer types. These studies have primarily utilised the Illumina HiSeq platforms. In this study we performed whole genome sequencing of three malignant pleural mesothelioma and matched normal samples using a new platform, the BGISEQ-500, and compared the results obtained with Illumina HiSeq X Ten. Germline and somatic, single nucleotide variants and small insertions or deletions were independently identified from data aligned human genome reference. The BGISEQ-500 and HiSeq X Ten platforms showed high concordance for germline calls with genotypes from SNP arrays (>99%). The germline and somatic single nucleotide variants identified in both sequencing platforms were highly concordant (86% and 72% respectively). These results indicate the potential applicability of the BGISEQ-500 platform for the identification of somatic and germline single nucleotide variants by whole genome sequencing. The BGISEQ-500 datasets described here represent the first publicly-available cancer genome sequencing performed using this platform.
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Affiliation(s)
- Ann-Marie Patch
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Katia Nones
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Stephen H. Kazakoff
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Felicity Newell
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Scott Wood
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Conrad Leonard
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Oliver Holmes
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Qinying Xu
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Venkateswar Addala
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Jenette Creaney
- National Centre for Asbestos Related Disease, School of Medicine and Pharmacology, University of Western Australia, Nedlands, Western Australia, Australia
- Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Bruce W. Robinson
- National Centre for Asbestos Related Disease, School of Medicine and Pharmacology, University of Western Australia, Nedlands, Western Australia, Australia
- Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | | | | | - Tong Li
- BGI, BGI-Shenzhen, Shenzhen, China
| | | | | | | | | | | | | | - Fei Teng
- BGI, BGI-Shenzhen, Shenzhen, China
| | | | | | | | - Feng Mu
- BGI, BGI-Shenzhen, Shenzhen, China
| | - John V. Pearson
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Nicola Waddell
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- * E-mail:
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32
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Gornstein EL, Sandefur S, Chung JH, Gay LM, Holmes O, Erlich RL, Soman S, Martin LK, Rose AV, Stephens PJ, Ross JS, Miller VA, Ali SM, Blau S. BRCA2 Reversion Mutation Associated With Acquired Resistance to Olaparib in Estrogen Receptor-positive Breast Cancer Detected by Genomic Profiling of Tissue and Liquid Biopsy. Clin Breast Cancer 2017; 18:184-188. [PMID: 29325860 DOI: 10.1016/j.clbc.2017.12.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 12/17/2017] [Indexed: 12/18/2022]
Affiliation(s)
| | | | | | | | | | | | - Salil Soman
- Department of Radiology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA
| | | | | | | | | | | | | | - Sibel Blau
- Northwest Medical Specialties, Puyallup, WA
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33
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Scarpa A, Chang DK, Nones K, Corbo V, Patch AM, Bailey P, Lawlor RT, Johns AL, Miller DK, Mafficini A, Rusev B, Scardoni M, Antonello D, Barbi S, Sikora KO, Cingarlini S, Vicentini C, McKay S, Quinn MCJ, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, McLean S, Nourse C, Nourbakhsh E, Wilson PJ, Anderson MJ, Fink JL, Newell F, Waddell N, Holmes O, Kazakoff SH, Leonard C, Wood S, Xu Q, Hiriyur Nagaraj S, Amato E, Dalai I, Bersani S, Cataldo I, Dei Tos AP, Capelli P, Vittoria Davì M, Landoni L, Malpaga A, Miotto M, Whitehall VLJ, Leggett BA, Harris JL, Harris J, Jones MD, Humphris J, Chantrill LA, Chin V, Nagrial AM, Pajic M, Scarlett CJ, Pinho A, Rooman I, Toon C, Wu J, Pinese M, Cowley M, Barbour A, Mawson A, Humphrey ES, Colvin EK, Chou A, Lovell JA, Jamieson NB, Duthie F, Gingras MC, Fisher WE, Dagg RA, Lau LMS, Lee M, Pickett HA, Reddel RR, Samra JS, Kench JG, Merrett ND, Epari K, Nguyen NQ, Zeps N, Falconi M, Simbolo M, Butturini G, Van Buren G, Partelli S, Fassan M, Khanna KK, Gill AJ, Wheeler DA, Gibbs RA, Musgrove EA, Bassi C, Tortora G, Pederzoli P, Pearson JV, Waddell N, Biankin AV, Grimmond SM. Corrigendum: Whole-genome landscape of pancreatic neuroendocrine tumours. Nature 2017; 550:548. [PMID: 28953865 DOI: 10.1038/nature24026] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
This corrects the article DOI: 10.1038/nature21063.
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34
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Malone S, Eapen L, C.E., Kendal W, Craig J, Macrae R, Perry G, Bowen J, Morgan S, Holmes O, Grimes S. Durable prostate cancer control in a randomized trial of optimal timing of dose escalated (76 Gy) radiation and 6 months ADT in prostate cancer. Ann Oncol 2017. [DOI: 10.1093/annonc/mdx370.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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35
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Hayward NK, Wilmott JS, Waddell N, Johansson PA, Field MA, Nones K, Patch AM, Kakavand H, Alexandrov LB, Burke H, Jakrot V, Kazakoff S, Holmes O, Leonard C, Sabarinathan R, Mularoni L, Wood S, Xu Q, Waddell N, Tembe V, Pupo GM, De Paoli-Iseppi R, Vilain RE, Shang P, Lau LMS, Dagg RA, Schramm SJ, Pritchard A, Dutton-Regester K, Newell F, Fitzgerald A, Shang CA, Grimmond SM, Pickett HA, Yang JY, Stretch JR, Behren A, Kefford RF, Hersey P, Long GV, Cebon J, Shackleton M, Spillane AJ, Saw RPM, López-Bigas N, Pearson JV, Thompson JF, Scolyer RA, Mann GJ. Whole-genome landscapes of major melanoma subtypes. Nature 2017; 545:175-180. [PMID: 28467829 DOI: 10.1038/nature22071] [Citation(s) in RCA: 871] [Impact Index Per Article: 124.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2015] [Accepted: 03/15/2017] [Indexed: 12/16/2022]
Abstract
Melanoma of the skin is a common cancer only in Europeans, whereas it arises in internal body surfaces (mucosal sites) and on the hands and feet (acral sites) in people throughout the world. Here we report analysis of whole-genome sequences from cutaneous, acral and mucosal subtypes of melanoma. The heavily mutated landscape of coding and non-coding mutations in cutaneous melanoma resolved novel signatures of mutagenesis attributable to ultraviolet radiation. However, acral and mucosal melanomas were dominated by structural changes and mutation signatures of unknown aetiology, not previously identified in melanoma. The number of genes affected by recurrent mutations disrupting non-coding sequences was similar to that affected by recurrent mutations to coding sequences. Significantly mutated genes included BRAF, CDKN2A, NRAS and TP53 in cutaneous melanoma, BRAF, NRAS and NF1 in acral melanoma and SF3B1 in mucosal melanoma. Mutations affecting the TERT promoter were the most frequent of all; however, neither they nor ATRX mutations, which correlate with alternative telomere lengthening, were associated with greater telomere length. Most melanomas had potentially actionable mutations, most in components of the mitogen-activated protein kinase and phosphoinositol kinase pathways. The whole-genome mutation landscape of melanoma reveals diverse carcinogenic processes across its subtypes, some unrelated to sun exposure, and extends potential involvement of the non-coding genome in its pathogenesis.
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Affiliation(s)
- Nicholas K Hayward
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia.,QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - James S Wilmott
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia.,Discipline of Pathology, Sydney Medical School, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Peter A Johansson
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Matthew A Field
- Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland 4878, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Hojabr Kakavand
- Discipline of Pathology, Sydney Medical School, The University of Sydney, Sydney, New South Wales 2006, Australia
| | | | - Hazel Burke
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia
| | - Valerie Jakrot
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Radhakrishnan Sabarinathan
- Research Program on Biomedical Informatics, IMIM Hospital del Mar Medical Research Institute, Universitat Pompeu Fabra, 08003 Barcelona, Catalonia, Spain.,Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
| | - Loris Mularoni
- Research Program on Biomedical Informatics, IMIM Hospital del Mar Medical Research Institute, Universitat Pompeu Fabra, 08003 Barcelona, Catalonia, Spain.,Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Varsha Tembe
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, Sydney, New South Wales 2145, Australia
| | - Gulietta M Pupo
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, Sydney, New South Wales 2145, Australia
| | - Ricardo De Paoli-Iseppi
- Discipline of Pathology, Sydney Medical School, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Ricardo E Vilain
- Discipline of Pathology, Sydney Medical School, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Ping Shang
- Discipline of Pathology, Sydney Medical School, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Loretta M S Lau
- Children's Medical Research Institute, The University of Sydney, Westmead, Sydney, New South Wales 2145, Australia
| | - Rebecca A Dagg
- Children's Hospital at Westmead, The University of Sydney, Westmead, New South Wales Sydney, 2145, Australia
| | - Sarah-Jane Schramm
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, Sydney, New South Wales 2145, Australia
| | - Antonia Pritchard
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Ken Dutton-Regester
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Anna Fitzgerald
- Bioplatforms Australia, North Ryde, Sydney, New South Wales 2109, Australia
| | - Catherine A Shang
- Bioplatforms Australia, North Ryde, Sydney, New South Wales 2109, Australia
| | - Sean M Grimmond
- University of Melbourne Centre for Cancer Research, University of Melbourne, Parkville, Melbourne, Victoria 3052, Australia
| | - Hilda A Pickett
- Children's Medical Research Institute, The University of Sydney, Westmead, Sydney, New South Wales 2145, Australia
| | - Jean Y Yang
- School of Mathematics and Statistics, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Jonathan R Stretch
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia
| | - Andreas Behren
- Olivia Newton-John Cancer Research Institute, La Trobe University, Austin Health, Heidelberg, Melbourne, Victoria 3084, Australia
| | - Richard F Kefford
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia.,Macquarie University, North Ryde, Sydney, New South Wales 2109, Australia
| | - Peter Hersey
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia.,Centenary Institute, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Georgina V Long
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia.,Department of Medical Oncology, Royal North Shore Hospital, St Leonards, Sydney, New South Wales 2065, Australia
| | - Jonathan Cebon
- Olivia Newton-John Cancer Research Institute, La Trobe University, Austin Health, Heidelberg, Melbourne, Victoria 3084, Australia
| | - Mark Shackleton
- Peter MacCallum Cancer Centre and University of Melbourne, Melbourne, Victoria 3000, Australia
| | - Andrew J Spillane
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia
| | - Robyn P M Saw
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia
| | - Núria López-Bigas
- Research Program on Biomedical Informatics, IMIM Hospital del Mar Medical Research Institute, Universitat Pompeu Fabra, 08003 Barcelona, Catalonia, Spain.,Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia.,Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | - John F Thompson
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia.,Discipline of Pathology, Sydney Medical School, The University of Sydney, Sydney, New South Wales 2006, Australia.,Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, Sydney, New South Wales 2050, Australia
| | - Graham J Mann
- Melanoma Institute Australia, The University of Sydney, North Sydney, Sydney, New South Wales 2065, Australia.,Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, Sydney, New South Wales 2145, Australia
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36
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Scarpa A, Chang DK, Nones K, Corbo V, Patch AM, Bailey P, Lawlor RT, Johns AL, Miller DK, Mafficini A, Rusev B, Scardoni M, Antonello D, Barbi S, Sikora KO, Cingarlini S, Vicentini C, McKay S, Quinn MCJ, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, McLean S, Nourse C, Nourbakhsh E, Wilson PJ, Anderson MJ, Fink JL, Newell F, Waddell N, Holmes O, Kazakoff SH, Leonard C, Wood S, Xu Q, Nagaraj SH, Amato E, Dalai I, Bersani S, Cataldo I, Dei Tos AP, Capelli P, Davì MV, Landoni L, Malpaga A, Miotto M, Whitehall VLJ, Leggett BA, Harris JL, Harris J, Jones MD, Humphris J, Chantrill LA, Chin V, Nagrial AM, Pajic M, Scarlett CJ, Pinho A, Rooman I, Toon C, Wu J, Pinese M, Cowley M, Barbour A, Mawson A, Humphrey ES, Colvin EK, Chou A, Lovell JA, Jamieson NB, Duthie F, Gingras MC, Fisher WE, Dagg RA, Lau LMS, Lee M, Pickett HA, Reddel RR, Samra JS, Kench JG, Merrett ND, Epari K, Nguyen NQ, Zeps N, Falconi M, Simbolo M, Butturini G, Van Buren G, Partelli S, Fassan M, Khanna KK, Gill AJ, Wheeler DA, Gibbs RA, Musgrove EA, Bassi C, Tortora G, Pederzoli P, Pearson JV, Waddell N, Biankin AV, Grimmond SM. Whole-genome landscape of pancreatic neuroendocrine tumours. Nature 2017; 543:65-71. [PMID: 28199314 DOI: 10.1038/nature21063] [Citation(s) in RCA: 578] [Impact Index Per Article: 82.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 12/15/2016] [Indexed: 12/20/2022]
Abstract
The diagnosis of pancreatic neuroendocrine tumours (PanNETs) is increasing owing to more sensitive detection methods, and this increase is creating challenges for clinical management. We performed whole-genome sequencing of 102 primary PanNETs and defined the genomic events that characterize their pathogenesis. Here we describe the mutational signatures they harbour, including a deficiency in G:C > T:A base excision repair due to inactivation of MUTYH, which encodes a DNA glycosylase. Clinically sporadic PanNETs contain a larger-than-expected proportion of germline mutations, including previously unreported mutations in the DNA repair genes MUTYH, CHEK2 and BRCA2. Together with mutations in MEN1 and VHL, these mutations occur in 17% of patients. Somatic mutations, including point mutations and gene fusions, were commonly found in genes involved in four main pathways: chromatin remodelling, DNA damage repair, activation of mTOR signalling (including previously undescribed EWSR1 gene fusions), and telomere maintenance. In addition, our gene expression analyses identified a subgroup of tumours associated with hypoxia and HIF signalling.
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Affiliation(s)
- Aldo Scarpa
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Vincenzo Corbo
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter Bailey
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Rita T Lawlor
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Amber L Johns
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - David K Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Andrea Mafficini
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Borislav Rusev
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Maria Scardoni
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Davide Antonello
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Stefano Barbi
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Katarzyna O Sikora
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Sara Cingarlini
- Medical Oncology, University and Hospital Trust of Verona, Verona, Italy
| | - Caterina Vicentini
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Skye McKay
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Michael C J Quinn
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Timothy J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Suzanne McLean
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Craig Nourse
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Matthew J Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Stephen H Kazakoff
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Shivashankar Hiriyur Nagaraj
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Eliana Amato
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Irene Dalai
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Samantha Bersani
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Ivana Cataldo
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Angelo P Dei Tos
- Department of Pathology, General Hospital of Treviso, Department of Medicine, University of Padua, Italy
| | - Paola Capelli
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Maria Vittoria Davì
- Department of Medicine, Section of Endocrinology, University and Hospital Trust of Verona, Verona, Italy
| | - Luca Landoni
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Anna Malpaga
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Marco Miotto
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Vicki L J Whitehall
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- The University of Queensland, School of Medicine, Brisbane 4006, Australia
- Pathology Queensland, Brisbane 4006, Australia
| | - Barbara A Leggett
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- The University of Queensland, School of Medicine, Brisbane 4006, Australia
- Royal Brisbane and Women's Hospital, Department of Gastroenterology and Hepatology, Brisbane 4006, Australia
| | - Janelle L Harris
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Jonathan Harris
- Institute of Health Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Marc D Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
| | - Jeremy Humphris
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Venessa Chin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Christopher J Scarlett
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- School of Environmental &Life Sciences, University of Newcastle, Ourimbah, New South Wales 2258, Australia
| | - Andreia Pinho
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Christopher Toon
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jianmin Wu
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Centre for Cancer Bioinformatics, Peking University Cancer Hospital &Institute, Beijing 100142, China
| | - Mark Pinese
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark Cowley
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Ipswich Rd, Woollongabba, Queensland 4102, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily S Humphrey
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily K Colvin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Anatomical Pathology. St Vincent's Hospital, Sydney, New South Wales 2010, Australia
| | - Jessica A Lovell
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Nigel B Jamieson
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
- Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow G4 OSF, UK
| | - Fraser Duthie
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- Department of Pathology, Queen Elizabeth University Hospital, Greater Glasgow &Clyde NHS, Glasgow G51 4TF, UK
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
- Michael E. DeBakey Department of Surgery and The Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, Houston, Texas 77030-3411, USA
| | - William E Fisher
- Michael E. DeBakey Department of Surgery and The Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, Houston, Texas 77030-3411, USA
| | - Rebecca A Dagg
- Children's Hospital at Westmead, Westmead, New South Wales 2145, Australia
| | - Loretta M S Lau
- Children's Hospital at Westmead, Westmead, New South Wales 2145, Australia
| | - Michael Lee
- Children's Medical Research Institute, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Hilda A Pickett
- Children's Medical Research Institute, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Roger R Reddel
- Children's Medical Research Institute, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Jaswinder S Samra
- Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, New South Wales 2065, Australia
- University of Sydney. Sydney, New South Wales 2006, Australia
| | - James G Kench
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney. Sydney, New South Wales 2006, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, New South Wales 2050, Australia
| | - Neil D Merrett
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- School of Medicine, Western Sydney University, Penrith, New South Wales 2175, Australia
| | - Krishna Epari
- Department of Surgery, Fremantle Hospital, Alma Street, Fremantle, Western Australia 6160, Australia
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia 5000, Australia
| | - Nikolajs Zeps
- School of Surgery M507, University of Western Australia, 35 Stirling Highway, Nedlands, Western Australia 6009, Australia
- St John of God Pathology, 12 Salvado Rd, Subiaco, Western Australia 6008, Australia
- Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia 6008, Australia
| | - Massimo Falconi
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Michele Simbolo
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Giovanni Butturini
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - George Van Buren
- Michael E. DeBakey Department of Surgery and The Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, Houston, Texas 77030-3411, USA
| | - Stefano Partelli
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Matteo Fassan
- ARC-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Kum Kum Khanna
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Anthony J Gill
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney. Sydney, New South Wales 2006, Australia
| | - David A Wheeler
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
| | - Elizabeth A Musgrove
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
| | - Claudio Bassi
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Giampaolo Tortora
- Medical Oncology, University and Hospital Trust of Verona, Verona, Italy
| | - Paolo Pederzoli
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1QH, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Sean M Grimmond
- University of Melbourne Centre for Cancer Research, University of Melbourne, Melbourne, 3010, Victoria, Australia
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Vanden Borre P, Schrock AB, Anderson PM, Morris JC, Heilmann AM, Holmes O, Wang K, Johnson A, Waguespack SG, Ou SHI, Khan S, Fung KM, Stephens PJ, Erlich RL, Miller VA, Ross JS, Ali SM. Pediatric, Adolescent, and Young Adult Thyroid Carcinoma Harbors Frequent and Diverse Targetable Genomic Alterations, Including Kinase Fusions. Oncologist 2017; 22:255-263. [PMID: 28209747 DOI: 10.1634/theoncologist.2016-0279] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 10/21/2016] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Thyroid carcinoma, which is rare in pediatric patients (age 0-18 years) but more common in adolescent and young adult (AYA) patients (age 15-39 years), carries the potential for morbidity and mortality. METHODS Hybrid-capture-based comprehensive genomic profiling (CGP) was performed prospectively on 512 consecutively submitted thyroid carcinomas, including 58 from pediatric and AYA (PAYA) patients, to identify genomic alterations (GAs), including base substitutions, insertions/deletions, copy number alterations, and rearrangements. This PAYA data series includes 41 patients with papillary thyroid carcinoma (PTC), 3 with anaplastic thyroid carcinoma (ATC), and 14 with medullary thyroid carcinoma (MTC). RESULTS GAs were detected in 93% (54/58) of PAYA cases, with a mean of 1.4 GAs per case. In addition to BRAF V600E mutations, detected in 46% (19/41) of PAYA PTC cases and in 1 of 3 AYA ATC cases, oncogenic fusions involving RET, NTRK1, NTRK3, and ALK were detected in 37% (15/41) of PAYA PTC and 33% (1/3) of AYA ATC cases. Ninety-three percent (13/14) of MTC patients harbored RET alterations, including 3 novel insertions/deletions in exons 6 and 11. Two of these MTC patients with novel alterations in RET experienced clinical benefit from vandetanib treatment. CONCLUSION CGP identified diverse clinically relevant GAs in PAYA patients with thyroid carcinoma, including 83% (34/41) of PTC cases harboring activating kinase mutations or activating kinase rearrangements. These genomic observations and index cases exhibiting clinical benefit from targeted therapy suggest that young patients with advanced thyroid carcinoma can benefit from CGP and rationally matched targeted therapy. The Oncologist 2017;22:255-263 IMPLICATIONS FOR PRACTICE: The detection of diverse clinically relevant genomic alterations in the majority of pediatric, adolescent, and young adult patients with thyroid carcinoma in this study suggests that comprehensive genomic profiling may be beneficial for young patients with papillary, anaplastic, or medullary thyroid carcinoma, particularly for advanced or refractory cases for which clinical trials involving molecularly targeted therapies may be appropriate.
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MESH Headings
- Adolescent
- Adult
- Carcinoma, Neuroendocrine/genetics
- Carcinoma, Neuroendocrine/pathology
- Carcinoma, Papillary/genetics
- Carcinoma, Papillary/pathology
- DNA Copy Number Variations/genetics
- Female
- Gene Rearrangement/genetics
- Genome, Human/genetics
- Genomics
- Humans
- INDEL Mutation/genetics
- Male
- Molecular Targeted Therapy
- Mutation
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/isolation & purification
- Proto-Oncogene Proteins B-raf/genetics
- Thyroid Cancer, Papillary
- Thyroid Carcinoma, Anaplastic/genetics
- Thyroid Carcinoma, Anaplastic/pathology
- Thyroid Neoplasms/genetics
- Thyroid Neoplasms/pathology
- Young Adult
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Affiliation(s)
| | | | | | | | | | | | - Kai Wang
- Foundation Medicine, Cambridge, Massachusetts, USA
| | | | | | | | - Saad Khan
- University of Texas Southwestern, Dallas, Texas, USA
| | - Kar-Ming Fung
- Stephenson Cancer Center, University of Oklahoma, Oklahoma City, Oklahoma, USA
| | | | | | | | - Jeffrey S Ross
- Foundation Medicine, Cambridge, Massachusetts, USA
- Albany Medical Center, Albany, New York, USA
| | - Siraj M Ali
- Foundation Medicine, Cambridge, Massachusetts, USA
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Humphris JL, Patch AM, Nones K, Bailey PJ, Johns AL, McKay S, Chang DK, Miller DK, Pajic M, Kassahn KS, Quinn MCJ, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, Manning S, Nourse C, Nourbakhsh E, Stone A, Wilson PJ, Anderson M, Fink JL, Holmes O, Kazakoff S, Leonard C, Newell F, Waddell N, Wood S, Mead RS, Xu Q, Wu J, Pinese M, Cowley MJ, Jones MD, Nagrial AM, Chin VT, Chantrill LA, Mawson A, Chou A, Scarlett CJ, Pinho AV, Rooman I, Giry-Laterriere M, Samra JS, Kench JG, Merrett ND, Toon CW, Epari K, Nguyen NQ, Barbour A, Zeps N, Jamieson NB, McKay CJ, Carter CR, Dickson EJ, Graham JS, Duthie F, Oien K, Hair J, Morton JP, Sansom OJ, Grützmann R, Hruban RH, Maitra A, Iacobuzio-Donahue CA, Schulick RD, Wolfgang CL, Morgan RA, Lawlor RT, Rusev B, Corbo V, Salvia R, Cataldo I, Tortora G, Tempero MA, Hofmann O, Eshleman JR, Pilarsky C, Scarpa A, Musgrove EA, Gill AJ, Pearson JV, Grimmond SM, Waddell N, Biankin AV. Hypermutation In Pancreatic Cancer. Gastroenterology 2017; 152:68-74.e2. [PMID: 27856273 DOI: 10.1053/j.gastro.2016.09.060] [Citation(s) in RCA: 155] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Revised: 09/07/2016] [Accepted: 09/21/2016] [Indexed: 12/11/2022]
Abstract
Pancreatic cancer is molecularly diverse, with few effective therapies. Increased mutation burden and defective DNA repair are associated with response to immune checkpoint inhibitors in several other cancer types. We interrogated 385 pancreatic cancer genomes to define hypermutation and its causes. Mutational signatures inferring defects in DNA repair were enriched in those with the highest mutation burdens. Mismatch repair deficiency was identified in 1% of tumors harboring different mechanisms of somatic inactivation of MLH1 and MSH2. Defining mutation load in individual pancreatic cancers and the optimal assay for patient selection may inform clinical trial design for immunotherapy in pancreatic cancer.
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Affiliation(s)
- Jeremy L Humphris
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Peter J Bailey
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Amber L Johns
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Skye McKay
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; Department of Surgery, Bankstown Hospital, Bankstown, Sydney, New South Wales, Australia; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales Australia, Liverpool, New South Wales, Australia; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - David K Miller
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; Genetic and Molecular Pathology, Adelaide, South Australia, Australia; School of Biological Sciences, The University of Adelaide, Adelaide, South Australia, Australia
| | - Michael C J Quinn
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Timothy J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Craig Nourse
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Andrew Stone
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Matthew Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Ronald S Mead
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; South Eastern Area Laboratory Services Pathology, Prince of Wales Hospital, Randwick, New South Wales, Australia; Sonic Genetics, Douglass Hanly Moir Pathology, New South Wales, Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Jianmin Wu
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Mark J Cowley
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Marc D Jones
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Venessa T Chin
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Macarthur Cancer Therapy Centre, Campbelltown Hospital, New South Wales, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Department of Anatomical Pathology, SydPath, St Vincent's Hospital, New South Wales, Australia
| | - Christopher J Scarlett
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; School of Environmental and Life Sciences, University of Newcastle, Ourimbah, New South Wales, Australia
| | - Andreia V Pinho
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Jaswinder S Samra
- Department of Surgery, Royal North Shore Hospital, Sydney, New South Wales, Australia; University of Sydney, Sydney, New South Wales, Australia
| | - James G Kench
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; University of Sydney, Sydney, New South Wales, Australia; Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Neil D Merrett
- Department of Surgery, Bankstown Hospital, Bankstown, Sydney, New South Wales, Australia; School of Medicine, Western Sydney University, Penrith, New South Wales, Australia
| | - Christopher W Toon
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia
| | - Krishna Epari
- Department of Surgery, Fiona Stanley Hospital, Murdoch, Washington
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Woollongabba, Queensland, Australia
| | - Nikolajs Zeps
- School of Surgery, University of Western Australia, Australia and St John of God Pathology, Subiaco, Washington
| | - Nigel B Jamieson
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom; Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Colin J McKay
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - C Ross Carter
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Euan J Dickson
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Janet S Graham
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; Department of Medical Oncology, Beatson West of Scotland Cancer Centre, Glasgow, United Kingdom
| | - Fraser Duthie
- Department of Pathology, Southern General Hospital, Greater Glasgow & Clyde National Health Service, Glasgow, United Kingdom
| | - Karin Oien
- Department of Pathology, Southern General Hospital, Greater Glasgow & Clyde National Health Service, Glasgow, United Kingdom
| | - Jane Hair
- Greater Glasgow and Clyde Bio-repository, Pathology Department, Queen Elizabeth University Hospital, Glasgow, United Kingdom
| | - Jennifer P Morton
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom; Institute for Cancer Science, University of Glasgow, Glasgow, United Kingdom
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom; Institute for Cancer Science, University of Glasgow, Glasgow, United Kingdom
| | | | - Ralph H Hruban
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Anirban Maitra
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine A Iacobuzio-Donahue
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Richard D Schulick
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christopher L Wolfgang
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Richard A Morgan
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rita T Lawlor
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Borislav Rusev
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Vincenzo Corbo
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Roberto Salvia
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Ivana Cataldo
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Giampaolo Tortora
- Department of Medicine, University and Hospital Trust of Verona, Verona, Italy
| | - Margaret A Tempero
- Division of Hematology and Oncology, University of California, San Francisco, California
| | - Oliver Hofmann
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - James R Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christian Pilarsky
- Universitätsklinikum Erlangen, Department of Surgery, University of Erlangen-Nueremberg, Germany
| | - Aldo Scarpa
- ARC-NET Center for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy; Department of Pathology and Diagnostics, University of Verona, Verona, Italy
| | - Elizabeth A Musgrove
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; St Vincent's Clinical School, Faculty of Medicine, University of New South Wales Australia, Darlinghurst, New South Wales, Australia
| | - Anthony J Gill
- The Kinghorn Cancer Centre, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, Darlinghurst, Sydney, New South Wales, Australia; University of Sydney, Sydney, New South Wales, Australia; Department of Anatomical Pathology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Sean M Grimmond
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia; University of Melbourne Centre for Cancer Research, The University of Melbourne, Melbourne, Victoria, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia.
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom; Department of Surgery, Bankstown Hospital, Bankstown, Sydney, New South Wales, Australia; South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales Australia, Liverpool, New South Wales, Australia; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom.
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Subbiah V, Holmes O, Gowen K, Spritz D, Amini B, Wang WL, Schrock AB, Meric-Bernstam F, Zinner R, Piha-Paul S, Zarzour M, Elvin JA, Erlich RL, Stockman DL, Vergilio JA, Suh JH, Stephens PJ, Miller V, Ross JS, Ali SM. Activity of c-Met/ALK Inhibitor Crizotinib and Multi-Kinase VEGF Inhibitor Pazopanib in Metastatic Gastrointestinal Neuroectodermal Tumor Harboring EWSR1-CREB1 Fusion. Oncology 2016; 91:348-353. [PMID: 27764830 DOI: 10.1159/000449204] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 08/15/2016] [Indexed: 01/12/2023]
Abstract
Malignant gastrointestinal neuroectodermal tumor (GNET) is an aggressive rare tumor, primarily occurring in young adults with frequent local-regional metastases and recurrence after local control. The tumor is characterized by the presence of EWSR1-ATF1 or EWSR1-CREB1 and immunohistochemical positivity for S-100 protein without melanocytic marker positivity. Due to poor responses to standard sarcoma regimens, GNET has a poor prognosis, and development of effective systemic therapy is desperately needed to treat these patients. Herein, we present a patient with a small bowel GNET who experienced recurrent hepatic and skeletal metastases after a primary resection. Comprehensive genomic profiling (CGP) in the course of clinical care with DNA and RNA sequencing demonstrated the presence of an exon 7 to exon 6 EWSR1-CREB1 fusion in the context of a diploid genome with no other genomic alterations. In a clinical trial, the patient received a combination of 250 mg crizotinib with 600 mg pazopanib quaque die and achieved partial response and durable clinical benefit for over 2.8 years, and with minimal toxicity from therapy. Using a CGP database of over 50,000 samples, we identified 11 additional cases that harbor EWSR1-CREB1 and report clinicopathologic characteristics, as these patients may also benefit from such a regimen.
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Affiliation(s)
- Vivek Subbiah
- The University of Texas MD Anderson Cancer Center, Houston, Tex., USA
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Van Borre P, Schrock A, Anderson P, Heilmann A, Holmes O, Wang K, Khan S, Morris J, Ou SH, Waguespack S, Stephens P, Erlich R, Miller V, Ross J, Ali S. Pediatric, adolescent and young adult (PAYA) thyroid carcinoma harbors frequent and diverse targetable genomic alterations including kinase fusions. Ann Oncol 2016. [DOI: 10.1093/annonc/mdw369.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Pink A, Dafou D, Desai N, Holmes O, Hobbs C, Smith C, Mortimer P, Simpson M, Trembath R, Barker J. Hidradenitis suppurativa: haploinsufficiency of gamma-secretase components does not affect gamma-secretase enzyme activityin vitro. Br J Dermatol 2016; 175:632-5. [DOI: 10.1111/bjd.14621] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- A.E. Pink
- Division of Genetics and Molecular Medicine; King's College London School of Medicine; King's College London; London U.K
| | - D. Dafou
- Division of Genetics and Molecular Medicine; King's College London School of Medicine; King's College London; London U.K
| | - N. Desai
- St John's Institute of Dermatology; Guy's & St Thomas’ NHS Foundation Trust; London U.K
| | - O. Holmes
- Ann Romney Center for Neurologic Diseases; Brigham and Women's Hospital; Boston MA 02115 U.S.A
| | - C. Hobbs
- The Wolffson Centre for Age Related Diseases; King's College London; London U.K
| | - C.H. Smith
- Division of Genetics and Molecular Medicine; King's College London School of Medicine; King's College London; London U.K
- St John's Institute of Dermatology; Guy's & St Thomas’ NHS Foundation Trust; London U.K
| | - P. Mortimer
- Division of Clinical Science; St George's University of London; London U.K
| | - M.A Simpson
- Division of Genetics and Molecular Medicine; King's College London School of Medicine; King's College London; London U.K
| | - R.C. Trembath
- Division of Genetics and Molecular Medicine; King's College London School of Medicine; King's College London; London U.K
- Queen Mary University of London; Bart's and The London School of Medicine and Dentistry; London U.K
| | - J.N. Barker
- Division of Genetics and Molecular Medicine; King's College London School of Medicine; King's College London; London U.K
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42
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Mehan Haidari AR, Miksys N, Cygler JE, E C, Perry G, Holmes O, Thomson RM. Effect of Tissue Heterogeneity and Interseed Effects on Urethral Dose for Permanent Prostate Brachytherapy. Brachytherapy 2016. [DOI: 10.1016/j.brachy.2016.04.344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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43
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Cook G, Xu Y, Cross P, Holmes O, Macrae R, Pantarotto J. PO-0690: Patient weight loss predicts worse overall survival for stage I lung cancer treated with SABR. Radiother Oncol 2016. [DOI: 10.1016/s0167-8140(16)31940-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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44
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Bailey P, Chang DK, Nones K, Johns AL, Patch AM, Gingras MC, Miller DK, Christ AN, Bruxner TJC, Quinn MC, Nourse C, Murtaugh LC, Harliwong I, Idrisoglu S, Manning S, Nourbakhsh E, Wani S, Fink L, Holmes O, Chin V, Anderson MJ, Kazakoff S, Leonard C, Newell F, Waddell N, Wood S, Xu Q, Wilson PJ, Cloonan N, Kassahn KS, Taylor D, Quek K, Robertson A, Pantano L, Mincarelli L, Sanchez LN, Evers L, Wu J, Pinese M, Cowley MJ, Jones MD, Colvin EK, Nagrial AM, Humphrey ES, Chantrill LA, Mawson A, Humphris J, Chou A, Pajic M, Scarlett CJ, Pinho AV, Giry-Laterriere M, Rooman I, Samra JS, Kench JG, Lovell JA, Merrett ND, Toon CW, Epari K, Nguyen NQ, Barbour A, Zeps N, Moran-Jones K, Jamieson NB, Graham JS, Duthie F, Oien K, Hair J, Grützmann R, Maitra A, Iacobuzio-Donahue CA, Wolfgang CL, Morgan RA, Lawlor RT, Corbo V, Bassi C, Rusev B, Capelli P, Salvia R, Tortora G, Mukhopadhyay D, Petersen GM, Munzy DM, Fisher WE, Karim SA, Eshleman JR, Hruban RH, Pilarsky C, Morton JP, Sansom OJ, Scarpa A, Musgrove EA, Bailey UMH, Hofmann O, Sutherland RL, Wheeler DA, Gill AJ, Gibbs RA, Pearson JV, Waddell N, Biankin AV, Grimmond SM. Genomic analyses identify molecular subtypes of pancreatic cancer. Nature 2016; 531:47-52. [PMID: 26909576 DOI: 10.1038/nature16965] [Citation(s) in RCA: 2216] [Impact Index Per Article: 277.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Accepted: 12/30/2015] [Indexed: 12/12/2022]
Abstract
Integrated genomic analysis of 456 pancreatic ductal adenocarcinomas identified 32 recurrently mutated genes that aggregate into 10 pathways: KRAS, TGF-β, WNT, NOTCH, ROBO/SLIT signalling, G1/S transition, SWI-SNF, chromatin modification, DNA repair and RNA processing. Expression analysis defined 4 subtypes: (1) squamous; (2) pancreatic progenitor; (3) immunogenic; and (4) aberrantly differentiated endocrine exocrine (ADEX) that correlate with histopathological characteristics. Squamous tumours are enriched for TP53 and KDM6A mutations, upregulation of the TP63∆N transcriptional network, hypermethylation of pancreatic endodermal cell-fate determining genes and have a poor prognosis. Pancreatic progenitor tumours preferentially express genes involved in early pancreatic development (FOXA2/3, PDX1 and MNX1). ADEX tumours displayed upregulation of genes that regulate networks involved in KRAS activation, exocrine (NR5A2 and RBPJL), and endocrine differentiation (NEUROD1 and NKX2-2). Immunogenic tumours contained upregulated immune networks including pathways involved in acquired immune suppression. These data infer differences in the molecular evolution of pancreatic cancer subtypes and identify opportunities for therapeutic development.
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MESH Headings
- Animals
- Basic Helix-Loop-Helix Transcription Factors/genetics
- Carcinoma, Pancreatic Ductal/classification
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/immunology
- Carcinoma, Pancreatic Ductal/metabolism
- Carcinoma, Pancreatic Ductal/pathology
- Cell Line, Tumor
- DNA Methylation
- DNA-Binding Proteins/genetics
- Gene Expression Regulation, Neoplastic
- Gene Regulatory Networks
- Genes, Neoplasm/genetics
- Genome, Human/genetics
- Genomics
- Hepatocyte Nuclear Factor 3-beta/genetics
- Hepatocyte Nuclear Factor 3-gamma/genetics
- Histone Demethylases/genetics
- Homeobox Protein Nkx-2.2
- Homeodomain Proteins/genetics
- Humans
- Mice
- Mutation/genetics
- Nuclear Proteins/genetics
- Pancreatic Neoplasms/classification
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/immunology
- Pancreatic Neoplasms/metabolism
- Pancreatic Neoplasms/pathology
- Prognosis
- Receptors, Cytoplasmic and Nuclear/genetics
- Survival Analysis
- Trans-Activators/genetics
- Transcription Factors/genetics
- Transcription, Genetic
- Transcriptome
- Tumor Suppressor Protein p53/genetics
- Tumor Suppressor Proteins/genetics
- Zebrafish Proteins
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Affiliation(s)
- Peter Bailey
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Katia Nones
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Amber L Johns
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ann-Marie Patch
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Marie-Claude Gingras
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas 77030, USA
| | - David K Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Tim J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Michael C Quinn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Craig Nourse
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - L Charles Murtaugh
- Department of Human Genetics, University of Utah, Salt Lake City, Utah 84112, USA
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Shivangi Wani
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Oliver Holmes
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Venessa Chin
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Matthew J Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Stephen Kazakoff
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Conrad Leonard
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Felicity Newell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Scott Wood
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Qinying Xu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nicole Cloonan
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Genetic and Molecular Pathology, SA Pathology, Adelaide, South Australia 5000, Australia
- School of Biological Sciences, The University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Darrin Taylor
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Kelly Quek
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Alan Robertson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Lorena Pantano
- Harvard Chan Bioinformatics Core, Harvard T. H. Chan School of Public Health, Boston, Massachusetts 02115, USA
| | - Laura Mincarelli
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Luis N Sanchez
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Lisa Evers
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Jianmin Wu
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark J Cowley
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc D Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily K Colvin
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily S Humphrey
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Macarthur Cancer Therapy Centre, Campbelltown Hospital, New South Wales 2560, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jeremy Humphris
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Pathology. SydPath, St Vincent's Hospital, Sydney, NSW 2010, Australia
| | - Marina Pajic
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, New South Wales 2052, Australia
| | - Christopher J Scarlett
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- School of Environmental &Life Sciences, University of Newcastle, Ourimbah, New South Wales 2258, Australia
| | - Andreia V Pinho
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jaswinder S Samra
- Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, New South Wales 2065, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
| | - James G Kench
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown New South Wales 2050, Australia
| | - Jessica A Lovell
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Neil D Merrett
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
- School of Medicine, University of Western Sydney, Penrith, New South Wales 2175, Australia
| | - Christopher W Toon
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Krishna Epari
- Fiona Stanley Hospital, Robin Warren Drive, Murdoch, Western Australia 6150, Australia
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia 5000, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Ipswich Rd, Woollongabba, Queensland 4102, Australia
| | - Nikolajs Zeps
- School of Surgery M507, University of Western Australia, 35 Stirling Hwy, Nedlands 6009, Australia and St John of God Pathology, 12 Salvado Rd, Subiaco, Western Australia 6008, Australia
| | - Kim Moran-Jones
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Nigel B Jamieson
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow G4 OSF, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Janet S Graham
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- Department of Medical Oncology, Beatson West of Scotland Cancer Centre, 1053 Great Western Road, Glasgow G12 0YN, UK
| | - Fraser Duthie
- Department of Pathology, Southern General Hospital, Greater Glasgow &Clyde NHS, Glasgow G51 4TF, UK
| | - Karin Oien
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Pathology, Southern General Hospital, Greater Glasgow &Clyde NHS, Glasgow G51 4TF, UK
| | - Jane Hair
- GGC Bio-repository, Pathology Department, Southern General Hospital, 1345 Govan Road, Glasgow G51 4TY, UK
| | - Robert Grützmann
- Department of Surgery, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Anirban Maitra
- Departments of Pathology and Translational Molecular Pathology, UT MD Anderson Cancer Center, Houston Texas 77030, USA
| | - Christine A Iacobuzio-Donahue
- The David M. Rubenstein Pancreatic Cancer Research Center and Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Christopher L Wolfgang
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Richard A Morgan
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Rita T Lawlor
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Vincenzo Corbo
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Claudio Bassi
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Borislav Rusev
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Paola Capelli
- Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Roberto Salvia
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Giampaolo Tortora
- Department of Medical Oncology, Comprehensive Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
| | | | | | - Donna M Munzy
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
| | - William E Fisher
- Elkins Pancreas Center, Baylor College of Medicine, One Baylor Plaza, MS226, Houston, Texas 77030-3411, USA
| | - Saadia A Karim
- Cancer Research UK Beatson Institute, Glasgow G61 1BD, UK
| | - James R Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Ralph H Hruban
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Christian Pilarsky
- Department of Surgery, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | | | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow G61 1BD, UK
- Institute for Cancer Science, University of Glasgow, Glasgow G12 8QQ, UK
| | - Aldo Scarpa
- ARC-Net Applied Research on Cancer Centre, University and Hospital Trust of Verona, Verona 37134, Italy
- Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Elizabeth A Musgrove
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Ulla-Maja Hagbo Bailey
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Oliver Hofmann
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- Harvard Chan Bioinformatics Core, Harvard T. H. Chan School of Public Health, Boston, Massachusetts 02115, USA
| | - Robert L Sutherland
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - David A Wheeler
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Anthony J Gill
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA
- Michael DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas 77030, USA
| | - John V Pearson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Nicola Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- The Kinghorn Cancer Centre, 370 Victoria St, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Sean M Grimmond
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
- University of Melbourne, Parkville, Victoria 3010, Australia
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Patch AM, Christie EL, Etemadmoghadam D, Garsed DW, George J, Fereday S, Nones K, Cowin P, Alsop K, Bailey PJ, Kassahn KS, Newell F, Quinn MCJ, Kazakoff S, Quek K, Wilhelm-Benartzi C, Curry E, Leong HS, Hamilton A, Mileshkin L, Au-Yeung G, Kennedy C, Hung J, Chiew YE, Harnett P, Friedlander M, Quinn M, Pyman J, Cordner S, O'Brien P, Leditschke J, Young G, Strachan K, Waring P, Azar W, Mitchell C, Traficante N, Hendley J, Thorne H, Shackleton M, Miller DK, Arnau GM, Tothill RW, Holloway TP, Semple T, Harliwong I, Nourse C, Nourbakhsh E, Manning S, Idrisoglu S, Bruxner TJC, Christ AN, Poudel B, Holmes O, Anderson M, Leonard C, Lonie A, Hall N, Wood S, Taylor DF, Xu Q, Fink JL, Waddell N, Drapkin R, Stronach E, Gabra H, Brown R, Jewell A, Nagaraj SH, Markham E, Wilson PJ, Ellul J, McNally O, Doyle MA, Vedururu R, Stewart C, Lengyel E, Pearson JV, Waddell N, deFazio A, Grimmond SM, Bowtell DDL. Corrigendum: Whole-genome characterization of chemoresistant ovarian cancer. Nature 2015; 527:398. [PMID: 26503049 DOI: 10.1038/nature15716] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Saunus JM, Quinn MCJ, Patch AM, Pearson JV, Bailey PJ, Nones K, McCart Reed AE, Miller D, Wilson PJ, Al-Ejeh F, Mariasegaram M, Lau Q, Withers T, Jeffree RL, Reid LE, Da Silva L, Matsika A, Niland CM, Cummings MC, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, Manning S, Nourse C, Nourbakhsh E, Wani S, Anderson MJ, Fink JL, Holmes O, Kazakoff S, Leonard C, Newell F, Taylor D, Waddell N, Wood S, Xu Q, Kassahn KS, Narayanan V, Taib NA, Teo SH, Chow YP, kConFab, Jat PS, Brandner S, Flanagan AM, Khanna KK, Chenevix-Trench G, Grimmond SM, Simpson PT, Waddell N, Lakhani SR. Integrated genomic and transcriptomic analysis of human brain metastases identifies alterations of potential clinical significance. J Pathol 2015; 237:363-78. [DOI: 10.1002/path.4583] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Revised: 06/26/2015] [Accepted: 07/01/2015] [Indexed: 12/30/2022]
Affiliation(s)
- Jodi M Saunus
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
| | - Michael CJ Quinn
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - John V Pearson
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Peter J Bailey
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences; University of Glasgow; UK
| | - Katia Nones
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Amy E McCart Reed
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
| | - David Miller
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
- Kinghorn Centre for Clinical Genomics; Garvan Institute of Medical Research; Darlinghurst NSW Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Fares Al-Ejeh
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
| | - Mythily Mariasegaram
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
| | - Queenie Lau
- Pathology Queensland; Gold Coast Hospital; Southport Queensland Australia
| | - Teresa Withers
- Department of Neurosurgery; Gold Coast Hospital; Southport Queensland Australia
| | - Rosalind L Jeffree
- Kenneth G Jamieson Department of Neurosurgery; Royal Brisbane and Women's Hospital; Herston Queensland Australia
| | - Lynne E Reid
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
| | - Leonard Da Silva
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- University of Queensland School of Medicine; Herston Queensland Australia
| | - Admire Matsika
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- Pathology Queensland; Royal Brisbane and Women's Hospital; Herston Queensland Australia
| | - Colleen M Niland
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
| | - Margaret C Cummings
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- University of Queensland School of Medicine; Herston Queensland Australia
- Pathology Queensland; Royal Brisbane and Women's Hospital; Herston Queensland Australia
| | - Timothy JC Bruxner
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Craig Nourse
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences; University of Glasgow; UK
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Shivangi Wani
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Matthew J Anderson
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Felicity Newell
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Darrin Taylor
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Scott Wood
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Qinying Xu
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
- Genetic and Molecular Pathology, SA Pathology; Women's and Children's Hospital; North Adelaide South Australia Australia
- School of Molecular and Biomedical Science; University of Adelaide; South Australia Australia
| | - Vairavan Narayanan
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine; University of Malaya; Kuala Lumpur Malaysia
| | - Nur Aishah Taib
- Breast Unit, Department of Surgery, Faculty of Medicine; University of Malaya; Kuala Lumpur Malaysia
- University Malaya Cancer Research Institute; University of Malaya; Kuala Lumpur Malaysia
| | - Soo-Hwang Teo
- University Malaya Cancer Research Institute; University of Malaya; Kuala Lumpur Malaysia
- Cancer Research Initiatives Foundation; Sime Darby Medical Centre; Selangor Malaysia
| | - Yock Ping Chow
- Cancer Research Initiatives Foundation; Sime Darby Medical Centre; Selangor Malaysia
| | - kConFab
- Peter MacCallum Cancer Centre; University of Melbourne; Victoria Australia
| | - Parmjit S Jat
- Department of Neurodegenerative Disease and MRC Prion Unit; UCL Institute of Neurology; London UK
| | - Sebastian Brandner
- Division of Neuropathology and Department of Neurodegenerative Disease; UCL Institute of Neurology; London UK
| | - Adrienne M Flanagan
- Histopathology; Royal National Orthopaedic Hospital NHS Trust; Stanmore UK
- University College London Cancer Institute; London UK
| | - Kum Kum Khanna
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
| | | | - Sean M Grimmond
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences; University of Glasgow; UK
| | - Peter T Simpson
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- University of Queensland School of Medicine; Herston Queensland Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute; Herston Queensland Australia
- Queensland Centre for Medical Genomics, IMB; University of Queensland; St Lucia Queensland Australia
| | - Sunil R Lakhani
- University of Queensland; UQ Centre for Clinical Research; Herston Queensland Australia
- University of Queensland School of Medicine; Herston Queensland Australia
- Pathology Queensland; Royal Brisbane and Women's Hospital; Herston Queensland Australia
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47
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Patch AM, Christie EL, Etemadmoghadam D, Garsed DW, George J, Fereday S, Nones K, Cowin P, Alsop K, Bailey PJ, Kassahn KS, Newell F, Quinn MCJ, Kazakoff S, Quek K, Wilhelm-Benartzi C, Curry E, Leong HS, Hamilton A, Mileshkin L, Au-Yeung G, Kennedy C, Hung J, Chiew YE, Harnett P, Friedlander M, Quinn M, Pyman J, Cordner S, O'Brien P, Leditschke J, Young G, Strachan K, Waring P, Azar W, Mitchell C, Traficante N, Hendley J, Thorne H, Shackleton M, Miller DK, Arnau GM, Tothill RW, Holloway TP, Semple T, Harliwong I, Nourse C, Nourbakhsh E, Manning S, Idrisoglu S, Bruxner TJC, Christ AN, Poudel B, Holmes O, Anderson M, Leonard C, Lonie A, Hall N, Wood S, Taylor DF, Xu Q, Fink JL, Waddell N, Drapkin R, Stronach E, Gabra H, Brown R, Jewell A, Nagaraj SH, Markham E, Wilson PJ, Ellul J, McNally O, Doyle MA, Vedururu R, Stewart C, Lengyel E, Pearson JV, Waddell N, deFazio A, Grimmond SM, Bowtell DDL. Whole-genome characterization of chemoresistant ovarian cancer. Nature 2015; 521:489-94. [PMID: 26017449 DOI: 10.1038/nature14410] [Citation(s) in RCA: 1050] [Impact Index Per Article: 116.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Accepted: 03/16/2015] [Indexed: 12/12/2022]
Abstract
Patients with high-grade serous ovarian cancer (HGSC) have experienced little improvement in overall survival, and standard treatment has not advanced beyond platinum-based combination chemotherapy, during the past 30 years. To understand the drivers of clinical phenotypes better, here we use whole-genome sequencing of tumour and germline DNA samples from 92 patients with primary refractory, resistant, sensitive and matched acquired resistant disease. We show that gene breakage commonly inactivates the tumour suppressors RB1, NF1, RAD51B and PTEN in HGSC, and contributes to acquired chemotherapy resistance. CCNE1 amplification was common in primary resistant and refractory disease. We observed several molecular events associated with acquired resistance, including multiple independent reversions of germline BRCA1 or BRCA2 mutations in individual patients, loss of BRCA1 promoter methylation, an alteration in molecular subtype, and recurrent promoter fusion associated with overexpression of the drug efflux pump MDR1.
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MESH Headings
- ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics
- Cohort Studies
- Cyclin E/genetics
- Cystadenocarcinoma, Serous/drug therapy
- Cystadenocarcinoma, Serous/genetics
- DNA Methylation
- DNA Mutational Analysis
- DNA-Binding Proteins/genetics
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- Female
- Genes, BRCA1
- Genes, BRCA2
- Genes, Neurofibromatosis 1
- Genome, Human/genetics
- Germ-Line Mutation/genetics
- Humans
- Mutagenesis/genetics
- Oncogene Proteins/genetics
- Ovarian Neoplasms/drug therapy
- Ovarian Neoplasms/genetics
- PTEN Phosphohydrolase/genetics
- Promoter Regions, Genetic/genetics
- Retinoblastoma Protein/genetics
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Affiliation(s)
- Ann-Marie Patch
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | | | - Dariush Etemadmoghadam
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Department of Pathology, University of Melbourne, Parkville, Victoria 3052, Australia [3] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - Dale W Garsed
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Joshy George
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut 06030, USA
| | - Sian Fereday
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Katia Nones
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Prue Cowin
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Kathryn Alsop
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Peter J Bailey
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] WolfsonWohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - Karin S Kassahn
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] Technology Advancement Unit, Genetics and Molecular Pathology, SA Pathology, Adelaide, South Australia 5000, Australia
| | - Felicity Newell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Michael C J Quinn
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Stephen Kazakoff
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Kelly Quek
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Charlotte Wilhelm-Benartzi
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Ed Curry
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Huei San Leong
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Anne Hamilton
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Department of Medicine, University of Melbourne, Parkville, Victoria 3052, Australia [3] The Royal Women's Hospital, Parkville, Victoria 3052, Australia
| | - Linda Mileshkin
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - George Au-Yeung
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Catherine Kennedy
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Jillian Hung
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Yoke-Eng Chiew
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Paul Harnett
- Crown Princess Mary Cancer Centre and University of Sydney at Westmead Hospital, Westmead, Sydney, New South Wales 2145, Australia
| | - Michael Friedlander
- Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales 2031, Australia
| | - Michael Quinn
- The Royal Women's Hospital, Parkville, Victoria 3052, Australia
| | - Jan Pyman
- The Royal Women's Hospital, Parkville, Victoria 3052, Australia
| | - Stephen Cordner
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Patricia O'Brien
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Jodie Leditschke
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Greg Young
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Kate Strachan
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Paul Waring
- Department of Pathology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - Walid Azar
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Chris Mitchell
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Nadia Traficante
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Joy Hendley
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Heather Thorne
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Mark Shackleton
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - David K Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Gisela Mir Arnau
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Richard W Tothill
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | | | - Timothy Semple
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Craig Nourse
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Timothy J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Barsha Poudel
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Oliver Holmes
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Matthew Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Conrad Leonard
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Andrew Lonie
- Victorian Life Sciences Computation Initiative, Carlton, Victoria 3053, Australia
| | - Nathan Hall
- La Trobe Institute for Molecular Science, Bundoora, Victoria 3083, Australia
| | - Scott Wood
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Darrin F Taylor
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Qinying Xu
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Ronny Drapkin
- Dana-Farber Cancer Institute, Boston, Massachusetts 02115-5450, USA
| | - Euan Stronach
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Hani Gabra
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Robert Brown
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | | | - Shivashankar H Nagaraj
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Emma Markham
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Jason Ellul
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Orla McNally
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Maria A Doyle
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | | | - Collin Stewart
- The University of Western Australia, Crawley, Western Australia 6009, Australia
| | | | - John V Pearson
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Nicola Waddell
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Anna deFazio
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Sean M Grimmond
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] WolfsonWohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - David D L Bowtell
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Department of Pathology, University of Melbourne, Parkville, Victoria 3052, Australia [3] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia [4] Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK [5] Department of Biochemistry and Molecular Biology, University of Melbourne, Parkville, Victoria 3052, Australia
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48
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Patch AM, Christie EL, Etemadmoghadam D, Garsed DW, George J, Fereday S, Nones K, Cowin P, Alsop K, Bailey PJ, Kassahn KS, Newell F, Quinn MCJ, Kazakoff S, Quek K, Wilhelm-Benartzi C, Curry E, Leong HS, Hamilton A, Mileshkin L, Au-Yeung G, Kennedy C, Hung J, Chiew YE, Harnett P, Friedlander M, Quinn M, Pyman J, Cordner S, O'Brien P, Leditschke J, Young G, Strachan K, Waring P, Azar W, Mitchell C, Traficante N, Hendley J, Thorne H, Shackleton M, Miller DK, Arnau GM, Tothill RW, Holloway TP, Semple T, Harliwong I, Nourse C, Nourbakhsh E, Manning S, Idrisoglu S, Bruxner TJC, Christ AN, Poudel B, Holmes O, Anderson M, Leonard C, Lonie A, Hall N, Wood S, Taylor DF, Xu Q, Fink JL, Waddell N, Drapkin R, Stronach E, Gabra H, Brown R, Jewell A, Nagaraj SH, Markham E, Wilson PJ, Ellul J, McNally O, Doyle MA, Vedururu R, Stewart C, Lengyel E, Pearson JV, Waddell N, deFazio A, Grimmond SM, Bowtell DDL. Whole-genome characterization of chemoresistant ovarian cancer. Nature 2015. [PMID: 26017449 DOI: 10.1038/nature14410] [] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Patients with high-grade serous ovarian cancer (HGSC) have experienced little improvement in overall survival, and standard treatment has not advanced beyond platinum-based combination chemotherapy, during the past 30 years. To understand the drivers of clinical phenotypes better, here we use whole-genome sequencing of tumour and germline DNA samples from 92 patients with primary refractory, resistant, sensitive and matched acquired resistant disease. We show that gene breakage commonly inactivates the tumour suppressors RB1, NF1, RAD51B and PTEN in HGSC, and contributes to acquired chemotherapy resistance. CCNE1 amplification was common in primary resistant and refractory disease. We observed several molecular events associated with acquired resistance, including multiple independent reversions of germline BRCA1 or BRCA2 mutations in individual patients, loss of BRCA1 promoter methylation, an alteration in molecular subtype, and recurrent promoter fusion associated with overexpression of the drug efflux pump MDR1.
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Affiliation(s)
- Ann-Marie Patch
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | | | - Dariush Etemadmoghadam
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Department of Pathology, University of Melbourne, Parkville, Victoria 3052, Australia [3] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - Dale W Garsed
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Joshy George
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut 06030, USA
| | - Sian Fereday
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Katia Nones
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Prue Cowin
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Kathryn Alsop
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Peter J Bailey
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] WolfsonWohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - Karin S Kassahn
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] Technology Advancement Unit, Genetics and Molecular Pathology, SA Pathology, Adelaide, South Australia 5000, Australia
| | - Felicity Newell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Michael C J Quinn
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Stephen Kazakoff
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Kelly Quek
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Charlotte Wilhelm-Benartzi
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Ed Curry
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Huei San Leong
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | | | - Anne Hamilton
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Department of Medicine, University of Melbourne, Parkville, Victoria 3052, Australia [3] The Royal Women's Hospital, Parkville, Victoria 3052, Australia
| | - Linda Mileshkin
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - George Au-Yeung
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Catherine Kennedy
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Jillian Hung
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Yoke-Eng Chiew
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Paul Harnett
- Crown Princess Mary Cancer Centre and University of Sydney at Westmead Hospital, Westmead, Sydney, New South Wales 2145, Australia
| | - Michael Friedlander
- Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales 2031, Australia
| | - Michael Quinn
- The Royal Women's Hospital, Parkville, Victoria 3052, Australia
| | - Jan Pyman
- The Royal Women's Hospital, Parkville, Victoria 3052, Australia
| | - Stephen Cordner
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Patricia O'Brien
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Jodie Leditschke
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Greg Young
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Kate Strachan
- Victorian Institute of Forensic Medicine, Southbank, Victoria 3006, Australia
| | - Paul Waring
- Department of Pathology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - Walid Azar
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Chris Mitchell
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Nadia Traficante
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Joy Hendley
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Heather Thorne
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Mark Shackleton
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | - David K Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Gisela Mir Arnau
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Richard W Tothill
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia
| | | | - Timothy Semple
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Craig Nourse
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Timothy J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Barsha Poudel
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Oliver Holmes
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Matthew Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Conrad Leonard
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Andrew Lonie
- Victorian Life Sciences Computation Initiative, Carlton, Victoria 3053, Australia
| | - Nathan Hall
- La Trobe Institute for Molecular Science, Bundoora, Victoria 3083, Australia
| | - Scott Wood
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Darrin F Taylor
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Qinying Xu
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Ronny Drapkin
- Dana-Farber Cancer Institute, Boston, Massachusetts 02115-5450, USA
| | - Euan Stronach
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Hani Gabra
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Robert Brown
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | | | - Shivashankar H Nagaraj
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Emma Markham
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia
| | - Jason Ellul
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | - Orla McNally
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Maria A Doyle
- Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia
| | | | - Collin Stewart
- The University of Western Australia, Crawley, Western Australia 6009, Australia
| | | | - John V Pearson
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Nicola Waddell
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4006, Australia
| | - Anna deFazio
- Centre for Cancer Research, University of Sydney at Westmead Millennium Institute, and Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales 2145, Australia
| | - Sean M Grimmond
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland 4067, Australia [2] WolfsonWohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - David D L Bowtell
- 1] Peter MacCallum Cancer Centre, East Melbourne, Victoria 3002, Australia [2] Department of Pathology, University of Melbourne, Parkville, Victoria 3052, Australia [3] Sir Peter MacCallum Cancer Centre Department of Oncology, University of Melbourne, Parkville, Victoria 3052, Australia [4] Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK [5] Department of Biochemistry and Molecular Biology, University of Melbourne, Parkville, Victoria 3052, Australia
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49
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Park HJ, Ran Y, Jung JI, Holmes O, Price AR, Smithson L, Ceballos-Diaz C, Han C, Wolfe MS, Daaka Y, Ryabinin AE, Kim SH, Hauger RL, Golde TE, Felsenstein KM. The stress response neuropeptide CRF increases amyloid-β production by regulating γ-secretase activity. EMBO J 2015; 34:1674-86. [PMID: 25964433 DOI: 10.15252/embj.201488795] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 04/15/2015] [Indexed: 12/26/2022] Open
Abstract
The biological underpinnings linking stress to Alzheimer's disease (AD) risk are poorly understood. We investigated how corticotrophin releasing factor (CRF), a critical stress response mediator, influences amyloid-β (Aβ) production. In cells, CRF treatment increases Aβ production and triggers CRF receptor 1 (CRFR1) and γ-secretase internalization. Co-immunoprecipitation studies establish that γ-secretase associates with CRFR1; this is mediated by β-arrestin binding motifs. Additionally, CRFR1 and γ-secretase co-localize in lipid raft fractions, with increased γ-secretase accumulation upon CRF treatment. CRF treatment also increases γ-secretase activity in vitro, revealing a second, receptor-independent mechanism of action. CRF is the first endogenous neuropeptide that can be shown to directly modulate γ-secretase activity. Unexpectedly, CRFR1 antagonists also increased Aβ. These data collectively link CRF to increased Aβ through γ-secretase and provide mechanistic insight into how stress may increase AD risk. They also suggest that direct targeting of CRF might be necessary to effectively modulate this pathway for therapeutic benefit in AD, as CRFR1 antagonists increase Aβ and in some cases preferentially increase Aβ42 via complex effects on γ-secretase.
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Affiliation(s)
- Hyo-Jin Park
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA Department of Pharmacology and Therapeutics, College of Medicine, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Yong Ran
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Joo In Jung
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Oliver Holmes
- Center for Neurologic Diseases, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Ashleigh R Price
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Lisa Smithson
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Carolina Ceballos-Diaz
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Chul Han
- Department of Aging and Geriatric Research, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Michael S Wolfe
- Center for Neurologic Diseases, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Yehia Daaka
- Department of Anatomy and Cell Biology, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Andrey E Ryabinin
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA
| | - Seong-Hun Kim
- Department of Pharmacology and Therapeutics, College of Medicine, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Richard L Hauger
- Center of Excellence for Stress and Mental Health, Department of Psychiatry, VA Healthcare System, University of California, San Diego, CA, USA
| | - Todd E Golde
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Kevin M Felsenstein
- Center for Translational Research in Neurodegenerative Disease, Department of Neuroscience, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
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50
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Waddell N, Pajic M, Patch AM, Chang DK, Kassahn KS, Bailey P, Johns AL, Miller D, Nones K, Quek K, Quinn MCJ, Robertson AJ, Fadlullah MZH, Bruxner TJC, Christ AN, Harliwong I, Idrisoglu S, Manning S, Nourse C, Nourbakhsh E, Wani S, Wilson PJ, Markham E, Cloonan N, Anderson MJ, Fink JL, Holmes O, Kazakoff SH, Leonard C, Newell F, Poudel B, Song S, Taylor D, Waddell N, Wood S, Xu Q, Wu J, Pinese M, Cowley MJ, Lee HC, Jones MD, Nagrial AM, Humphris J, Chantrill LA, Chin V, Steinmann AM, Mawson A, Humphrey ES, Colvin EK, Chou A, Scarlett CJ, Pinho AV, Giry-Laterriere M, Rooman I, Samra JS, Kench JG, Pettitt JA, Merrett ND, Toon C, Epari K, Nguyen NQ, Barbour A, Zeps N, Jamieson NB, Graham JS, Niclou SP, Bjerkvig R, Grützmann R, Aust D, Hruban RH, Maitra A, Iacobuzio-Donahue CA, Wolfgang CL, Morgan RA, Lawlor RT, Corbo V, Bassi C, Falconi M, Zamboni G, Tortora G, Tempero MA, Gill AJ, Eshleman JR, Pilarsky C, Scarpa A, Musgrove EA, Pearson JV, Biankin AV, Grimmond SM. Whole genomes redefine the mutational landscape of pancreatic cancer. Nature 2015; 518:495-501. [PMID: 25719666 PMCID: PMC4523082 DOI: 10.1038/nature14169] [Citation(s) in RCA: 1771] [Impact Index Per Article: 196.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2014] [Accepted: 12/18/2014] [Indexed: 12/13/2022]
Abstract
Pancreatic cancer remains one of the most lethal of malignancies and a major health burden. We performed whole-genome sequencing and copy number variation (CNV) analysis of 100 pancreatic ductal adenocarcinomas (PDACs). Chromosomal rearrangements leading to gene disruption were prevalent, affecting genes known to be important in pancreatic cancer (TP53, SMAD4, CDKN2A, ARID1A and ROBO2) and new candidate drivers of pancreatic carcinogenesis (KDM6A and PREX2). Patterns of structural variation (variation in chromosomal structure) classified PDACs into 4 subtypes with potential clinical utility: the subtypes were termed stable, locally rearranged, scattered and unstable. A significant proportion harboured focal amplifications, many of which contained druggable oncogenes (ERBB2, MET, FGFR1, CDK6, PIK3R3 and PIK3CA), but at low individual patient prevalence. Genomic instability co-segregated with inactivation of DNA maintenance genes (BRCA1, BRCA2 or PALB2) and a mutational signature of DNA damage repair deficiency. Of 8 patients who received platinum therapy, 4 of 5 individuals with these measures of defective DNA maintenance responded.
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Affiliation(s)
- Nicola Waddell
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Marina Pajic
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, New South Wales 2010, Australia
| | - Ann-Marie Patch
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - David K Chang
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia [3] South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia [4] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Karin S Kassahn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter Bailey
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Amber L Johns
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - David Miller
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Katia Nones
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Kelly Quek
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Michael C J Quinn
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Alan J Robertson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Muhammad Z H Fadlullah
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Tim J C Bruxner
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Angelika N Christ
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Ivon Harliwong
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Senel Idrisoglu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Suzanne Manning
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Craig Nourse
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Ehsan Nourbakhsh
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Shivangi Wani
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Peter J Wilson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Emma Markham
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nicole Cloonan
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Matthew J Anderson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - J Lynn Fink
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Oliver Holmes
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Stephen H Kazakoff
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Conrad Leonard
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Felicity Newell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Barsha Poudel
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Sarah Song
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Darrin Taylor
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Nick Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Scott Wood
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Qinying Xu
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Jianmin Wu
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Mark J Cowley
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Hong C Lee
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc D Jones
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jeremy Humphris
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Lorraine A Chantrill
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Venessa Chin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela M Steinmann
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Amanda Mawson
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily S Humphrey
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Emily K Colvin
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Department of Anatomical Pathology, St Vincent's Hospital, Sydney, New South Wales 2010, Australia
| | - Christopher J Scarlett
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] School of Environmental &Life Sciences, University of Newcastle, Ourimbah, New South Wales 2258, Australia
| | - Andreia V Pinho
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Ilse Rooman
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Jaswinder S Samra
- 1] Department of Surgery, Royal North Shore Hospital, St Leonards, Sydney, New South Wales 2065, Australia [2] University of Sydney, Sydney, New South Wales 2006, Australia
| | - James G Kench
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] University of Sydney, Sydney, New South Wales 2006, Australia [3] Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, New South Wales 2050, Australia
| | - Jessica A Pettitt
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Neil D Merrett
- 1] Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia [2] School of Medicine, University of Western Sydney, Penrith, New South Wales 2175, Australia
| | - Christopher Toon
- The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - Krishna Epari
- Department of Surgery, Fremantle Hospital, Alma Street, Fremantle, Western Australia 6160, Australia
| | - Nam Q Nguyen
- Department of Gastroenterology, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia 5000, Australia
| | - Andrew Barbour
- Department of Surgery, Princess Alexandra Hospital, Ipswich Rd, Woollongabba, Queensland 4102, Australia
| | - Nikolajs Zeps
- 1] School of Surgery M507, University of Western Australia, 35 Stirling Highway, Nedlands 6009, Australia [2] St John of God Pathology, 12 Salvado Rd, Subiaco, Western Australia 6008, Australia [3] Bendat Family Comprehensive Cancer Centre, St John of God Subiaco Hospital, Subiaco, Western Australia 6008, Australia
| | - Nigel B Jamieson
- 1] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK [2] Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow Royal Infirmary, Glasgow G4 OSF, UK [3] West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, UK
| | - Janet S Graham
- 1] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK [2] Department of Medical Oncology, Beatson West of Scotland Cancer Centre, 1053 Great Western Road, Glasgow G12 0YN, UK
| | - Simone P Niclou
- Norlux Neuro-Oncology Laboratory, CRP-Santé Luxembourg, 84 Val Fleuri, L-1526, Luxembourg
| | - Rolf Bjerkvig
- Norlux Neuro-Oncology, Department of Biomedicine, University of Bergen, Jonas Lies vei 91, N-5019 Bergen, Norway
| | - Robert Grützmann
- Departments of Surgery and Pathology, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Daniela Aust
- Departments of Surgery and Pathology, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Ralph H Hruban
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Anirban Maitra
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston Texas 77030, USA
| | - Christine A Iacobuzio-Donahue
- The David M. Rubenstein Pancreatic Cancer Research Center and Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Christopher L Wolfgang
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Richard A Morgan
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Rita T Lawlor
- 1] ARC-NET Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy [2] Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Vincenzo Corbo
- ARC-NET Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Claudio Bassi
- Department of Surgery and Oncology, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Massimo Falconi
- 1] Department of Surgery and Oncology, Pancreas Institute, University and Hospital Trust of Verona, Verona 37134, Italy [2] Departments of Surgery and Pathology, Ospedale Sacro Cuore Don Calabria Negrar, Verona 37024, Italy
| | - Giuseppe Zamboni
- 1] Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy [2] Departments of Surgery and Pathology, Ospedale Sacro Cuore Don Calabria Negrar, Verona 37024, Italy
| | - Giampaolo Tortora
- Department of Oncology, University and Hospital Trust of Verona, Verona 37134, Italy
| | - Margaret A Tempero
- Division of Hematology and Oncology, University of California, San Francisco, California 94122, USA
| | - Anthony J Gill
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] University of Sydney, Sydney, New South Wales 2006, Australia
| | - James R Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, the Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA
| | - Christian Pilarsky
- Departments of Surgery and Pathology, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Aldo Scarpa
- 1] ARC-NET Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona 37134, Italy [2] Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - Elizabeth A Musgrove
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - John V Pearson
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] QIMR Berghofer Medical Research Institute, Herston Road, Brisbane 4006, Australia
| | - Andrew V Biankin
- 1] The Kinghorn Cancer Centre, Cancer Division, Garvan Institute of Medical Research, University of New South Wales, 384 Victoria St, Darlinghurst, Sydney, New South Wales 2010, Australia [2] Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia [3] South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia [4] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
| | - Sean M Grimmond
- 1] Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia [2] Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, UK
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