1
|
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.
Collapse
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.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
2
|
Pinho AV, Van Bulck M, Chantrill L, Arshi M, Sklyarova T, Herrmann D, Vennin C, Gallego-Ortega D, Mawson A, Giry-Laterriere M, Magenau A, Leuckx G, Baeyens L, Gill AJ, Phillips P, Timpson P, Biankin AV, Wu J, Rooman I. ROBO2 is a stroma suppressor gene in the pancreas and acts via TGF-β signalling. Nat Commun 2018; 9:5083. [PMID: 30504844 PMCID: PMC6269509 DOI: 10.1038/s41467-018-07497-z] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [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: 03/26/2018] [Accepted: 11/05/2018] [Indexed: 01/05/2023] Open
Abstract
Whereas genomic aberrations in the SLIT-ROBO pathway are frequent in pancreatic ductal adenocarcinoma (PDAC), their function in the pancreas is unclear. Here we report that in pancreatitis and PDAC mouse models, epithelial Robo2 expression is lost while Robo1 expression becomes most prominent in the stroma. Cell cultures of mice with loss of epithelial Robo2 (Pdx1Cre;Robo2F/F) show increased activation of Robo1+ myofibroblasts and induction of TGF-β and Wnt pathways. During pancreatitis, Pdx1Cre;Robo2F/F mice present enhanced myofibroblast activation, collagen crosslinking, T-cell infiltration and tumorigenic immune markers. The TGF-β inhibitor galunisertib suppresses these effects. In PDAC patients, ROBO2 expression is overall low while ROBO1 is variably expressed in epithelium and high in stroma. ROBO2low;ROBO1high patients present the poorest survival. In conclusion, Robo2 acts non-autonomously as a stroma suppressor gene by restraining myofibroblast activation and T-cell infiltration. ROBO1/2 expression in PDAC patients may guide therapy with TGF-β inhibitors or other stroma /immune modulating agents.
Collapse
Affiliation(s)
- Andreia V Pinho
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia.
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Macquarie University 2109, NSW, Australia.
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia.
| | - Mathias Van Bulck
- Oncology Research Centre, Vrije Universiteit Brussel, Brussels, 1090, Belgium
| | - Lorraine Chantrill
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
- St. Vincent's Clinical School, UNSW, Sydney, Darlinghurst 2010, NSW, Australia
| | - Mehreen Arshi
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
| | - Tatyana Sklyarova
- Oncology Research Centre, Vrije Universiteit Brussel, Brussels, 1090, Belgium
| | - David Herrmann
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
- St. Vincent's Clinical School, UNSW, Sydney, Darlinghurst 2010, NSW, Australia
| | - Claire Vennin
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
| | - David Gallego-Ortega
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- St. Vincent's Clinical School, UNSW, Sydney, Darlinghurst 2010, NSW, Australia
| | - Amanda Mawson
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
| | - Marc Giry-Laterriere
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
| | - Astrid Magenau
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
| | - Gunther Leuckx
- Beta cell Neogenesis Lab, Vrije Universiteit Brussel, Brussels, 1090, Belgium
| | - Luc Baeyens
- Beta cell Neogenesis Lab, Vrije Universiteit Brussel, Brussels, 1090, Belgium
| | - Anthony J Gill
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, University of Sydney, Sydney, St. Leonards 2065, NSW, Australia
| | - Phoebe Phillips
- Lowy Cancer Research Centre, University of New South Wales, Sydney, Sydney 2052, NSW, Australia
| | - Paul Timpson
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Darlinghurst 2010, NSW, Australia
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
- St. Vincent's Clinical School, UNSW, Sydney, Darlinghurst 2010, NSW, Australia
| | - Andrew V Biankin
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, G61 1BD, Scotland, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, G5 0SF, Scotland, UK
- South Western Sydney Clinical School, UNSW, Liverpool, Liverpool 2170, NSW, Australia
| | - Jianmin Wu
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Ilse Rooman
- Australian Pancreatic Cancer Genome Initiative (APGI), Sydney, Darlinghurst 2010, NSW, Australia.
- Oncology Research Centre, Vrije Universiteit Brussel, Brussels, 1090, Belgium.
| |
Collapse
|
3
|
Benthani FA, Herrmann D, Tran PN, Pangon L, Lucas MC, Allam AH, Currey N, Al-Sohaily S, Giry-Laterriere M, Warusavitarne J, Timpson P, Kohonen-Corish MRJ. 'MCC' protein interacts with E-cadherin and β-catenin strengthening cell-cell adhesion of HCT116 colon cancer cells. Oncogene 2017; 37:663-672. [PMID: 29035389 DOI: 10.1038/onc.2017.362] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Revised: 08/14/2017] [Accepted: 08/25/2017] [Indexed: 02/06/2023]
Abstract
E-cadherin and β-catenin are key proteins that are essential in the formation of the epithelial cell layer in the colon but their regulatory pathways that are disrupted in cancer metastasis are not completely understood. Mutated in colorectal cancer (MCC) is a tumour suppressor gene that is silenced by promoter methylation in colorectal cancer and particularly in patients with increased lymph node metastasis. Here, we show that MCC methylation is found in 45% of colon and 24% of rectal cancers and is associated with proximal colon, poorly differentiated, circumferential and mucinous tumours as well as increasing T stage and larger tumour size. Knockdown of MCC in HCT116 colon cancer cells caused a reduction in E-cadherin protein level, which is a hallmark of epithelial-mesenchymal transition in cancer, and consequently diminished the E-cadherin/β-catenin complex. MCC knockdown disrupted cell-cell adhesive strength and integrity in the dispase and transepithelial electrical resistance assays, enhanced hepatocyte growth factor-induced cell scatter and increased tumour cell invasiveness in an organotypic assay. The Src/Abl inhibitor dasatinib, a candidate anti-invasive drug, abrogated the invasive properties induced by MCC deficiency. Mechanistically, we establish that MCC interacts with the E-cadherin/β-catenin complex. These data provide a significant advance in the current understanding of cell-cell adhesion in colon cancer cells.
Collapse
Affiliation(s)
- F A Benthani
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St Vincent's Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - D Herrmann
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St Vincent's Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - P N Tran
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St Vincent's Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - L Pangon
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St Vincent's Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - M C Lucas
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - A H Allam
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - N Currey
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - S Al-Sohaily
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - M Giry-Laterriere
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - J Warusavitarne
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - P Timpson
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St Vincent's Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - M R J Kohonen-Corish
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St Vincent's Clinical School, UNSW Sydney, Sydney, New South Wales, Australia.,School of Medicine, Western Sydney University, Sydney, New South Wales, Australia
| |
Collapse
|
4
|
Vennin C, Chin VT, Warren SC, Lucas MC, Herrmann D, Magenau A, Melenec P, Walters SN, Del Monte-Nieto G, Conway JRW, Nobis M, Allam AH, McCloy RA, Currey N, Pinese M, Boulghourjian A, Zaratzian A, Adam AAS, Heu C, Nagrial AM, Chou A, Steinmann A, Drury A, Froio D, Giry-Laterriere M, Harris NLE, Phan T, Jain R, Weninger W, McGhee EJ, Whan R, Johns AL, Samra JS, Chantrill L, Gill AJ, Kohonen-Corish M, Harvey RP, Biankin AV, Evans TRJ, Anderson KI, Grey ST, Ormandy CJ, Gallego-Ortega D, Wang Y, Samuel MS, Sansom OJ, Burgess A, Cox TR, Morton JP, Pajic M, Timpson P. Transient tissue priming via ROCK inhibition uncouples pancreatic cancer progression, sensitivity to chemotherapy, and metastasis. Sci Transl Med 2017; 9:eaai8504. [PMID: 28381539 PMCID: PMC5777504 DOI: 10.1126/scitranslmed.aai8504] [Citation(s) in RCA: 181] [Impact Index Per Article: 25.9] [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: 09/06/2016] [Revised: 12/21/2016] [Accepted: 03/04/2017] [Indexed: 12/18/2022]
Abstract
The emerging standard of care for patients with inoperable pancreatic cancer is a combination of cytotoxic drugs gemcitabine and Abraxane, but patient response remains moderate. Pancreatic cancer development and metastasis occur in complex settings, with reciprocal feedback from microenvironmental cues influencing both disease progression and drug response. Little is known about how sequential dual targeting of tumor tissue tension and vasculature before chemotherapy can affect tumor response. We used intravital imaging to assess how transient manipulation of the tumor tissue, or "priming," using the pharmaceutical Rho kinase inhibitor Fasudil affects response to chemotherapy. Intravital Förster resonance energy transfer imaging of a cyclin-dependent kinase 1 biosensor to monitor the efficacy of cytotoxic drugs revealed that priming improves pancreatic cancer response to gemcitabine/Abraxane at both primary and secondary sites. Transient priming also sensitized cells to shear stress and impaired colonization efficiency and fibrotic niche remodeling within the liver, three important features of cancer spread. Last, we demonstrate a graded response to priming in stratified patient-derived tumors, indicating that fine-tuned tissue manipulation before chemotherapy may offer opportunities in both primary and metastatic targeting of pancreatic cancer.
Collapse
Affiliation(s)
- Claire Vennin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Venessa T Chin
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Sean C Warren
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Morghan C Lucas
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - David Herrmann
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Astrid Magenau
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Pauline Melenec
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Stacey N Walters
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Gonzalo Del Monte-Nieto
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
| | - James R W Conway
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Max Nobis
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Amr H Allam
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Rachael A McCloy
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Nicola Currey
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Mark Pinese
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Alice Boulghourjian
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Anaiis Zaratzian
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Arne A S Adam
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
| | - Celine Heu
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, Lowy Cancer Research Centre, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Adnan M Nagrial
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Angela Chou
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- Department of Pathology, St. Vincent's Hospital, Sydney, New South Wales 2010, Australia
| | - Angela Steinmann
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Alison Drury
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Danielle Froio
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Nathanial L E Harris
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, New South Wales 2522, Australia
| | - Tri Phan
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Rohit Jain
- Immune Imaging Program, Centenary Institute, University of Sydney, Sydney, New South Wales 2006, Australia
- University of Sydney Medical School, Sydney, New South Wales 2006, Australia
| | - Wolfgang Weninger
- Immune Imaging Program, Centenary Institute, University of Sydney, Sydney, New South Wales 2006, Australia
- University of Sydney Medical School, Sydney, New South Wales 2006, Australia
- Department of Dermatology, Royal Prince Alfred Hospital, Camperdown, New South Wales 2050, Australia
| | - Ewan J McGhee
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Renee Whan
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
| | - Amber L Johns
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Cancer Diagnosis and Pathology Research Group, Kolling Institute of Medical Research and Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Pancreatic Cancer Genome Initiative
| | - Jaswinder S Samra
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
- Australian Pancreatic Cancer Genome Initiative
- Department of Surgery, Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
| | - Lorraine Chantrill
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Australian Pancreatic Cancer Genome Initiative
- Department of Surgery, Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
| | - Anthony J Gill
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- Cancer Diagnosis and Pathology Research Group, Kolling Institute of Medical Research and Royal North Shore Hospital, Sydney, New South Wales 2065, Australia
- University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Pancreatic Cancer Genome Initiative
- Macarthur Cancer Therapy Centre, Campbelltown Hospital, Sydney, New South Wales 2560, Australia
| | - Maija Kohonen-Corish
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- School of Medicine, Western Sydney University, Penrith, Sydney, New South Wales 2751, Australia
| | - Richard P Harvey
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
- School of Biotechnology and Biomolecular Science, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Andrew V Biankin
- Australian Pancreatic Cancer Genome Initiative
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Scotland G61 BD, U.K
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Scotland G61 BD, U.K
| | - T R Jeffry Evans
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Kurt I Anderson
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Shane T Grey
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Christopher J Ormandy
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - David Gallego-Ortega
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Yingxiao Wang
- Department of Bioengineering, Institute of Engineering in Medicine, University of California, San Diego, San Diego, CA 92121, USA
| | - Michael S Samuel
- Centre for Cancer Biology, SA Pathology and University of South Australia School of Medicine, University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, Scotland G61 BD, U.K
| | - Andrew Burgess
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Thomas R Cox
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | | | - Marina Pajic
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| | - Paul Timpson
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia.
- St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, New South Wales 2010, Australia
| |
Collapse
|
5
|
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.
Collapse
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.
| |
Collapse
|
6
|
Pinho AV, Mawson A, Gill A, Arshi M, Warmerdam M, Giry-Laterriere M, Eling N, Lie T, Kuster E, Camargo S, Biankin AV, Wu J, Rooman I. Sirtuin 1 stimulates the proliferation and the expression of glycolysis genes in pancreatic neoplastic lesions. Oncotarget 2016; 7:74768-74778. [PMID: 27494892 PMCID: PMC5342700 DOI: 10.18632/oncotarget.11013] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [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: 11/27/2015] [Accepted: 07/18/2016] [Indexed: 12/13/2022] Open
Abstract
Metabolic reprogramming is a feature of neoplasia and tumor growth. Sirtuin 1 (SIRT1) is a lysine deacetylase of multiple targets including metabolic regulators such as p53. SIRT1 regulates metaplasia in the pancreas. Nevertheless, it is unclear if SIRT1 affects the development of neoplastic lesions and whether metabolic gene expression is altered.To assess neoplastic lesion development, mice with a pancreas-specific loss of Sirt1 (Pdx1-Cre;Sirt1-lox) were bred into a KrasG12D mutant background (KC) that predisposes to the development of pancreatic intra-epithelial neoplasia (PanIN) and ductal adenocarcinoma (PDAC). Similar grade PanIN lesions developed in KC and KC;Sirt1-lox mice but specifically early mucinous PanINs occupied 40% less area in the KC;Sirt1-lox line, attributed to reduced proliferation. This was accompanied by reduced expression of proteins in the glycolysis pathway, such as GLUT1 and GAPDH.The stimulatory effect of SIRT1 on proliferation and glycolysis gene expression was confirmed in a human PDAC cell line. In resected PDAC samples, higher proliferation and expression of glycolysis genes correlated with poor patient survival. SIRT1 expression per se was not prognostic but low expression of Cell Cycle and Apoptosis Regulator 2 (CCAR2), a reported SIRT1 inhibitor, corresponded to poor patient survival.These findings open perspectives for novel targeted therapies in pancreatic cancer.
Collapse
Affiliation(s)
- Andreia V. Pinho
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
- St. Vincent's Clinical School, UNSW Australia, Sydney, Australia
- The Australian Pancreatic Cancer Genome Initiative, Darlinghurst, Australia
| | - Amanda Mawson
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
- The Australian Pancreatic Cancer Genome Initiative, Darlinghurst, Australia
| | - Anthony Gill
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
- The Australian Pancreatic Cancer Genome Initiative, Darlinghurst, Australia
- University of Sydney, Sydney, Australia
| | - Mehreen Arshi
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
| | - Max Warmerdam
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
| | - Marc Giry-Laterriere
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
- The Australian Pancreatic Cancer Genome Initiative, Darlinghurst, Australia
| | - Nils Eling
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
| | - Triyana Lie
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
| | | | | | - Andrew V. Biankin
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
- St. Vincent's Clinical School, UNSW Australia, Sydney, Australia
- The Australian Pancreatic Cancer Genome Initiative, Darlinghurst, Australia
- Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, Scotland
| | - Jianmin Wu
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
- St. Vincent's Clinical School, UNSW Australia, Sydney, Australia
- The Australian Pancreatic Cancer Genome Initiative, Darlinghurst, Australia
- Center for Cancer Bioinformatics, Peking University Cancer Hospital and Institute, Beijing, China
| | - Ilse Rooman
- Cancer Division, The Garvan Institute of Medical Research, Sydney, Australia
- St. Vincent's Clinical School, UNSW Australia, Sydney, Australia
- The Australian Pancreatic Cancer Genome Initiative, Darlinghurst, Australia
- Oncology Research Centre, Vrije Universiteit Brussel, Brussels, Belgium
| |
Collapse
|
7
|
Giry-Laterriere M, Pinho AV, Eling N, Chantrill L, Rooman I. Emerging Drug Target In Pancreatic Cancer: Placing Sirtuin 1 on the Canvas. Curr Cancer Drug Targets 2016; 15:463-8. [PMID: 26282546 DOI: 10.2174/1568009615666150512102957] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Revised: 04/02/2015] [Accepted: 05/07/2015] [Indexed: 11/22/2022]
Abstract
Sirtuin 1 is a protein deacetylase that regulates a large number of proteins often functionally implicated in tumor development and progression. Its pleiotropic function has turned SIRT1 into an attractive chemotherapeutic target, underscored by very promising preclinical results with SIRT1 inhibitors in the treatment of chronic myeloid leukemia. Here, we revisit the studies on SIRT1 as an emerging target for therapy in pancreatic cancer, a tumor with dismal outcomes for which currently few therapeutic options are available. We highlight those potential SIRT1 target genes that are commonly affected in pancreatic cancer according to recent genomic analyses.
Collapse
Affiliation(s)
| | | | | | | | - Ilse Rooman
- The Garvan Institute of Medical Research, Sydney, Australia.
| |
Collapse
|
8
|
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: 2226] [Impact Index Per Article: 278.3] [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.
Collapse
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
Collapse
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
| |
Collapse
|
9
|
Pinho AV, Bensellam M, Wauters E, Rees M, Giry-Laterriere M, Mawson A, Ly LQ, Biankin AV, Wu J, Laybutt DR, Rooman I. Pancreas-Specific Sirt1-Deficiency in Mice Compromises Beta-Cell Function without Development of Hyperglycemia. PLoS One 2015; 10:e0128012. [PMID: 26046931 PMCID: PMC4457418 DOI: 10.1371/journal.pone.0128012] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [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: 12/18/2014] [Accepted: 04/21/2015] [Indexed: 02/05/2023] Open
Abstract
AIMS/HYPOTHESIS Sirtuin 1 (Sirt1) has been reported to be a critical positive regulator of glucose-stimulated insulin secretion in pancreatic beta-cells. The effects on islet cells and blood glucose levels when Sirt1 is deleted specifically in the pancreas are still unclear. METHODS This study examined islet glucose responsiveness, blood glucose levels, pancreatic islet histology and gene expression in Pdx1Cre; Sirt1ex4F/F mice that have loss of function and loss of expression of Sirt1 specifically in the pancreas. RESULTS We found that in the Pdx1Cre; Sirt1ex4F/F mice, the relative insulin positive area and the islet size distribution were unchanged. However, beta-cells were functionally impaired, presenting with lower glucose-stimulated insulin secretion. This defect was not due to a reduced expression of insulin but was associated with a decreased expression of the glucose transporter Slc2a2/Glut2 and of the Glucagon like peptide-1 receptor (Glp1r) as well as a marked down regulation of endoplasmic reticulum (ER) chaperones that participate in the Unfolded Protein Response (UPR) pathway. Counter intuitively, the Sirt1-deficient mice did not develop hyperglycemia. Pancreatic polypeptide (PP) cells were the only other islet cells affected, with reduced numbers in the Sirt1-deficient pancreas. CONCLUSIONS/INTERPRETATION This study provides new mechanistic insights showing that beta-cell function in Sirt1-deficient pancreas is affected due to altered glucose sensing and deregulation of the UPR pathway. Interestingly, we uncovered a context in which impaired beta-cell function is not accompanied by increased glycemia. This points to a unique compensatory mechanism. Given the reduction in PP, investigation of its role in the control of blood glucose is warranted.
Collapse
Affiliation(s)
- Andreia V. Pinho
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Australia, Randwick NSW, Australia
| | - Mohammed Bensellam
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Australia, Randwick NSW, Australia
- Diabetes and Metabolism Division, Garvan Institute of Medical Research, Darlinghurst NSW, Australia
| | - Elke Wauters
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Maxine Rees
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
| | - Marc Giry-Laterriere
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Australia, Randwick NSW, Australia
| | - Amanda Mawson
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
| | - Le Quan Ly
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
| | - Andrew V. Biankin
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
- Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Jianmin Wu
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Australia, Randwick NSW, Australia
| | - D. Ross Laybutt
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Australia, Randwick NSW, Australia
- Diabetes and Metabolism Division, Garvan Institute of Medical Research, Darlinghurst NSW, Australia
| | - Ilse Rooman
- Cancer Division, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst NSW, Australia
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Australia, Randwick NSW, Australia
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| |
Collapse
|
10
|
Benthani F, Tran PN, Currey N, Ng I, Giry-Laterriere M, Carey L, Kohonen-Corish MRJ, Pangon L. Proteogenomic Analysis Identifies a Novel Human SHANK3 Isoform. Int J Mol Sci 2015; 16:11522-30. [PMID: 25997006 PMCID: PMC4463715 DOI: 10.3390/ijms160511522] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [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: 01/15/2015] [Revised: 05/11/2015] [Accepted: 05/12/2015] [Indexed: 12/31/2022] Open
Abstract
Mutations of the SHANK3 gene have been associated with autism spectrum disorder. Individuals harboring different SHANK3 mutations display considerable heterogeneity in their cognitive impairment, likely due to the high SHANK3 transcriptional diversity. In this study, we report a novel interaction between the Mutated in colorectal cancer (MCC) protein and a newly identified SHANK3 protein isoform in human colon cancer cells and mouse brain tissue. Hence, our proteogenomic analysis identifies a new human long isoform of the key synaptic protein SHANK3 that was not predicted by the human reference genome. Taken together, our findings describe a potential new role for MCC in neurons, a new human SHANK3 long isoform and, importantly, highlight the use of proteomic data towards the re-annotation of GC-rich genomic regions.
Collapse
Affiliation(s)
- Fahad Benthani
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
- St Vincent's Clinical School, UNSW Medicine, UNSW Australia, Sydney, NSW 2052, Australia.
| | - Phuong N Tran
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
| | - Nicola Currey
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
| | - Irvin Ng
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
| | - Marc Giry-Laterriere
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
| | - Louise Carey
- Sydney Genome Diagnostics, the Children's Hospital at Westmead, Sydney, NSW 2145, Australia.
| | - Maija R J Kohonen-Corish
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
- St Vincent's Clinical School, UNSW Medicine, UNSW Australia, Sydney, NSW 2052, Australia.
| | - Laurent Pangon
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
| |
Collapse
|
11
|
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.
Collapse
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
| |
Collapse
|
12
|
Pinho AV, Grimont A, Cowley MJ, Augereau C, Mawson A, Giry-Laterriere M, Steen GVD, Waddell N, Pajic M, Sempoux C, Wu J, Grimmond SM, Biankin AV, Lemaigre FP, Jacquemin P, Rooman I. Abstract LB-73: SOX9 regulates EGFR/ERBB signaling in pancreatic cancer. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-lb-73] [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
The transcription factor SOX9 has recently been shown to have a role in the ontogenesis of pancreatic ductal adenocarcinoma (PDAC) through metaplastic changes in pancreatic acinar cells. Nevertheless, the mechanisms through which SOX9 operates remain to be explored.
We analyzed genomic and transcriptomic data from a cohort of surgically resected cases of PDAC (n=90) from the Australian Pancreatic cancer Genome Initiative (APGI). Genetic aberrations (mutation and copy number changes) in the SOX9 gene were found in 15% of patient tumors. Protein expression analysis revealed that most PDAC samples strongly express SOX9 protein and differential SOX9 expression correlates with patient survival. SOX9 gene expression was higher in the classical PDAC subtype, which relates with better patient outcome and increased response to epidermal growth factor receptor (EGFR)-directed therapy.
In patient tumors, we found that SOX9 expression correlates with expression of EGFR signaling pathway genes, including ErbB2. Analysis of patient-derived xenografts confirmed strong correlation of SOX9 and ErbB2 expression and manipulation of human tumor cell lines demonstrated that Sox9 regulates the expression of ErbB2.
We extended these findings by using a mouse model lacking pancreatic Sox9 expression where we found reduced expression of Egfr/ErbB signaling components. Sox9-deficient pancreatic acinar cells failed to generate PDAC precursor lesions and did not respond to EGF, indicating that Sox9 is required for Egfr/ErbB signaling pathway activity.
In conclusion, by using an integrative approach that combines human and mouse models data, we discovered a new function of SOX9 in the regulation of EGFR/ERBB signaling throughout pancreatic tumorigenesis. This provides a novel mechanistic insight of potential therapeutic significance for pancreatic cancer patients.
Citation Format: Andreia V. Pinho, Adrien Grimont, Mark J. Cowley, Cecile Augereau, Amanda Mawson, Marc Giry-Laterriere, Geraldine Van den Steen, Nicola Waddell, Marina Pajic, Christine Sempoux, Australian Pancreatic Cancer Genome Initiative, Jianmin Wu, Sean M. Grimmond, Andrew V. Biankin, Frederic P. Lemaigre, Patrick Jacquemin, Ilse Rooman. SOX9 regulates EGFR/ERBB signaling in pancreatic cancer. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr LB-73. doi:10.1158/1538-7445.AM2014-LB-73
Collapse
Affiliation(s)
- Andreia V. Pinho
- 1Cancer Division, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - Adrien Grimont
- 2Université catholique de Louvain, de Duve Institute, Brussels, Belgium
| | - Mark J. Cowley
- 1Cancer Division, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - Cecile Augereau
- 2Université catholique de Louvain, de Duve Institute, Brussels, Belgium
| | - Amanda Mawson
- 1Cancer Division, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - Marc Giry-Laterriere
- 1Cancer Division, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | | | - Nicola Waddell
- 3Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Australia
| | - Marina Pajic
- 1Cancer Division, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - Christine Sempoux
- 4Université catholique de Louvain, Cliniques Universitaires St Luc, Department of Pathology, Brussels, Belgium
| | - Jianmin Wu
- 1Cancer Division, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - Sean M. Grimmond
- 5Wolfson Wohl Cancer Centre, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Andrew V. Biankin
- 5Wolfson Wohl Cancer Centre, University of Glasgow, Glasgow, Scotland, United Kingdom
| | | | - Patrick Jacquemin
- 2Université catholique de Louvain, de Duve Institute, Brussels, Belgium
| | - Ilse Rooman
- 1Cancer Division, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | | |
Collapse
|
13
|
Pulimeno P, Mannic T, Sage D, Giovannoni L, Salmon P, Lemeille S, Giry-Laterriere M, Unser M, Bosco D, Bauer C, Morf J, Halban P, Philippe J, Dibner C. Autonomous and self-sustained circadian oscillators displayed in human islet cells. Diabetologia 2013; 56:497-507. [PMID: 23242133 PMCID: PMC3563957 DOI: 10.1007/s00125-012-2779-7] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2012] [Accepted: 10/18/2012] [Indexed: 12/11/2022]
Abstract
AIMS/HYPOTHESIS Following on from the emerging importance of the pancreas circadian clock on islet function and the development of type 2 diabetes in rodent models, we aimed to examine circadian gene expression in human islets. The oscillator properties were assessed in intact islets as well as in beta cells. METHODS We established a system for long-term bioluminescence recording in cultured human islets, employing lentivector gene delivery of the core clock gene Bmal1 (also known as Arntl)-luciferase reporter. Beta cells were stably labelled using a rat insulin2 promoter fluorescent construct. Single-islet/cell oscillation profiles were measured by combined bioluminescence-fluorescence time-lapse microscopy. RESULTS Human islets synchronised in vitro exhibited self-sustained circadian oscillations of Bmal1-luciferase expression at both the population and single-islet levels, with period lengths of 23.6 and 23.9 h, respectively. Endogenous BMAL1 and CRY1 transcript expression was circadian in synchronised islets over 48 h, and antiphasic to REV-ERBα (also known as NR1D1), PER1, PER2, PER3 and DBP transcript circadian profiles. HNF1A and PDX1 exhibited weak circadian oscillations, in phase with the REV-ERBα transcript. Dispersed islet cells were strongly oscillating as well, at population and single-cell levels. Importantly, beta and non-beta cells revealed oscillatory profiles that were well synchronised with each other. CONCLUSIONS/INTERPRETATION We provide for the first time compelling evidence for high-amplitude cell-autonomous circadian oscillators displayed in human pancreatic islets and in dispersed human islet cells. Moreover, these clocks are synchronised between beta and non-beta cells in primary human islet cell cultures.
Collapse
Affiliation(s)
- P. Pulimeno
- Division of Endocrinology, Diabetes and Nutrition, University Hospital of Geneva (HUG), Aile Jura 4-771.2, Rue Gabrielle-Perret-Gentil, 4, CH-1211 Geneva, Switzerland
| | - T. Mannic
- Division of Endocrinology, Diabetes and Nutrition, University Hospital of Geneva (HUG), Aile Jura 4-771.2, Rue Gabrielle-Perret-Gentil, 4, CH-1211 Geneva, Switzerland
| | - D. Sage
- Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - L. Giovannoni
- Division of Endocrinology, Diabetes and Nutrition, University Hospital of Geneva (HUG), Aile Jura 4-771.2, Rue Gabrielle-Perret-Gentil, 4, CH-1211 Geneva, Switzerland
| | - P. Salmon
- Department of Neurosciences, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - S. Lemeille
- Division of Endocrinology, Diabetes and Nutrition, University Hospital of Geneva (HUG), Aile Jura 4-771.2, Rue Gabrielle-Perret-Gentil, 4, CH-1211 Geneva, Switzerland
| | - M. Giry-Laterriere
- Department of Neurosciences, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - M. Unser
- Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - D. Bosco
- Cell Isolation and Transplantation Centre, University Hospital, Geneva, Switzerland
| | - C. Bauer
- NCCR Frontiers in Genetics, Bioimaging Platform, Sciences II, University of Geneva, Geneva, Switzerland
| | - J. Morf
- Department of Molecular Biology, Sciences II, University of Geneva, Geneva, Switzerland
| | - P. Halban
- Department of Genetic Medicine and Development, University Medical Centre, University of Geneva, Geneva, Switzerland
| | - J. Philippe
- Division of Endocrinology, Diabetes and Nutrition, University Hospital of Geneva (HUG), Aile Jura 4-771.2, Rue Gabrielle-Perret-Gentil, 4, CH-1211 Geneva, Switzerland
| | - C. Dibner
- Division of Endocrinology, Diabetes and Nutrition, University Hospital of Geneva (HUG), Aile Jura 4-771.2, Rue Gabrielle-Perret-Gentil, 4, CH-1211 Geneva, Switzerland
| |
Collapse
|
14
|
Novotny R, Scheberl A, Giry-Laterriere M, Messner P, Schäffer C. Gene cloning, functional expression and secretion of the S-layer protein SgsE from Geobacillus stearothermophilus NRS 2004/3a in Lactococcus lactis. FEMS Microbiol Lett 2005; 242:27-35. [PMID: 15675069 DOI: 10.1016/j.femsle.2004.10.036] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
The ~93-kDa surface layer protein SgsE of Geobacillus stearothermophilus NRS 2004/3a forms a regular crystalline array providing a nanopatterned matrix for the future display of biologically relevant molecules. Lactococcus lactis NZ9000 was established as a safe expression host for the controlled targeted production of SgsE based on the broad host-range plasmid pNZ124Sph, into which the nisA promoter was introduced. SgsE devoid of its signal peptide-encoding sequence was cloned into the new vector and purified from the cytoplasm at a yield of 220 mg l- of expression culture. Secretion constructs were based on the signal peptide of the Lactobacillus brevis SlpA protein or the L. lactis Usp45 protein, allowing isolation of 95 mg of secreted rSgsE l-1. N-terminal sequencing confirmed correct processing of SgsE in L. lactis NZ9000. The ability of rSgsE to self-assemble in suspension and to recrystallize on solid supports was demonstrated by electron and atomic force microscopy.
Collapse
Affiliation(s)
- René Novotny
- Center for NanoBiotechnology, University of Natural Resources and Applied Life Sciences, Wien, Austria
| | | | | | | | | |
Collapse
|