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Rebello RJ, Posner A, Dong R, Prall OWJ, Sivakumaran T, Mitchell CB, Flynn A, Caneborg A, Mitchell C, Kanwal S, Fedele C, Webb S, Fisher K, Wong HL, Balachander S, Zhu W, Nicolson S, Dimitriadis V, Wilcken N, DeFazio A, Gao B, Singh M, Collins IM, Steer C, Warren M, Karanth N, Xu H, Fellowes A, Hicks RJ, Stewart KP, Shale C, Priestley P, Dawson SJ, Vissers JHA, Fox SB, Schofield P, Bowtell D, Hofmann O, Grimmond SM, Mileshkin L, Tothill RW. Whole genome sequencing improves tissue-of-origin diagnosis and treatment options for cancer of unknown primary. Nat Commun 2025; 16:4422. [PMID: 40393956 PMCID: PMC12092688 DOI: 10.1038/s41467-025-59661-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 04/23/2025] [Indexed: 05/22/2025] Open
Abstract
Genomics can inform both tissue-of-origin (TOO) and precision treatments for patients with cancer of unknown primary (CUP). Here, we use whole genome and transcriptome sequencing (WGTS) for 72 patients and show diagnostic superiority of WGTS over panel testing (386-523 genes) in 71 paired cases. WGTS detects all reportable DNA features found by panel as well as additional mutations of diagnostic or therapeutic relevance in 76% of cases. Curated WGTS features and a CUP prediction algorithm (CUPPA) trained on WGTS data of known cancer types informs TOO in 71% of cases otherwise undiagnosed by clinicopathology review. WGTS informs treatments for 79% of patients, compared to 59% by panel testing. Finally, WGS of cell-free DNA (cfDNA) from patients with a high cfDNA tumour fraction (>7%), enables high-likelihood CUPPA predictions in 41% of cases. WGTS is therefore superior to panel testing, broadens treatment options, and is feasible using routine pathology samples and cfDNA.
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Affiliation(s)
- Richard J Rebello
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Atara Posner
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Ruining Dong
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Owen W J Prall
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Tharani Sivakumaran
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Camilla B Mitchell
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Aidan Flynn
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Alex Caneborg
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Catherine Mitchell
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Sehrish Kanwal
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Clare Fedele
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Samantha Webb
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Krista Fisher
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Hui-Li Wong
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Shiva Balachander
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Wenying Zhu
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Shannon Nicolson
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Voula Dimitriadis
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Nicholas Wilcken
- The Westmead Institute for Medical Research, Sydney, NSW, Australia
| | - Anna DeFazio
- The Westmead Institute for Medical Research, Sydney, NSW, Australia
- Department of Gynaecological Oncology, Westmead Hospital, Sydney, NSW, Australia
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia
| | - Bo Gao
- Department of Medical Oncology, Crown Princess Mary Cancer Centre, Westmead Hospital, Sydney, NSW, Australia
| | - Madhu Singh
- Department of Medical Oncology, Barwon Health Cancer Services, Geelong, VIC, Australia
| | - Ian M Collins
- Department of Medical Oncology, Southwest HealthCare, Warrnambool and Deakin University, Geelong, VIC, Australia
| | - Christopher Steer
- Border Medical Oncology, Albury Wodonga Regional Cancer Centre, Albury NSW, Australia and UNSW School of Clinical Medicine, Rural Clinical Campus, Albury, NSW, Australia
| | - Mark Warren
- Department of Medical Oncology, Bendigo Health, Bendigo, VIC, Australia
| | - Narayan Karanth
- Division of Medicine, Alan Walker Cancer Centre, Darwin, NT, Australia
| | - Huiling Xu
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Andrew Fellowes
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Rodney J Hicks
- The St Vincent's Hospital Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Kym Pham Stewart
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | | | | | - Sarah-Jane Dawson
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Joseph H A Vissers
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Stephen B Fox
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Penelope Schofield
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
- Department of Psychology, and Iverson Health Innovation Research Institute, Swinburne University, Melbourne, VIC, Australia
- School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, VIC, Australia
| | - David Bowtell
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Oliver Hofmann
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Sean M Grimmond
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia
| | - Linda Mileshkin
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Richard W Tothill
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia.
- Centre for Cancer Research, University of Melbourne, Melbourne, VIC, Australia.
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.
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Gutiérrez-Abril J, Gundem G, Fiala E, Liosis K, Farnoud N, Leongamornlert D, Amallraja A, Arango-Ossa JE, Domenico D, Levine M, Medina-Martínez JS, Stockfisch E, You D, Walsh M, Jasinski S, Kung AL, Shukla NN, Carroll WL, Papaemmanuil E. Supernumerary ring chromosome 1 syndrome leads to fusion-driven B-cell acute lymphoblastic leukemia in monozygotic twins. Blood Adv 2025; 9:2063-2067. [PMID: 39908462 PMCID: PMC12052677 DOI: 10.1182/bloodadvances.2024014869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 12/23/2024] [Accepted: 01/10/2025] [Indexed: 02/07/2025] Open
Affiliation(s)
- Jesús Gutiérrez-Abril
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gunes Gundem
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Elise Fiala
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Konstantinos Liosis
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Noushin Farnoud
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Dan Leongamornlert
- Cancer Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, United Kingdom
| | - Anu Amallraja
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Juan E. Arango-Ossa
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Dylan Domenico
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Max Levine
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Juan S. Medina-Martínez
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Emily Stockfisch
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mike Walsh
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sylwia Jasinski
- Department of Pediatrics, NYU Grossman Long Island School of Medicine, Mineola, NY
| | - Andrew L. Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Neerav N. Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - William L. Carroll
- Departments of Pediatrics and Pathology, Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY
| | - Elli Papaemmanuil
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
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3
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Slotkin EK, Mauguen A, Dela Cruz FS, Ortiz MV, Avutu V, Meyers PA, Wexler LH, O'Donohue TJ, Kinnaman MD, Kelly CM, D'Angelo SP, Keohan ML, Gounder MM, Thornton K, Nacev BA, Chi P, Rosenbaum E, Dickson M, Pachhal S, Somwar R, Ladanyi M, Robb C, Pandit-Taskar N, Hwang S, Price A, Behr G, Reed DR, Kentsis A, Kung AL, Bender JG, Tap WD. ACR-368, a CHK1/2 Kinase Inhibitor, in Patients With Relapsed or Refractory Desmoplastic Small Round Cell Tumor: Phase I/II Trial Results. JCO ONCOLOGY ADVANCES 2025; 2:e2400095. [PMID: 40330140 PMCID: PMC12052087 DOI: 10.1200/oa-24-00095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/04/2024] [Accepted: 03/13/2025] [Indexed: 05/08/2025]
Abstract
PURPOSE We hypothesized that ACR-368 (prexasertib) would be active in desmoplastic small round cell tumor (DSRCT) because of favorable responses in preclinical models. METHODS Preclinical work identified ACR-368 activity in DSRCT, and a phase I/II trial of ACR-368 and irinotecan in patients 12 months and older with relapsed/refractory DSRCT was conducted. The primary objectives were determination of recommended phase II dose (RP2D) and best overall response rate (ORR) at the RP2D in DSRCT, with ≥3 of 16 responses considered promising. RESULTS Preclinical data confirmed ACR-368 as potentially therapeutic in DSRCT, and 19 patients were enrolled in a subsequent clinical trial. Treatment was well tolerated, and cytopenias were managed using growth factors. Fifteen of 19 patients, including five of six achieving PR, had previously received irinotecan. The estimated ORR at the RP2D was 23% (lower boundary one-sided 90% CI, 9%), exceeding the unpromising rate of 5%. In addition, three patients with DSRCT had a PR at doses other than the RP2D, bringing the ORR for all doses (n = 19) to 32% (90% CI, 15% to 53%). The median overall survival was 19 months (95% CI, 13 to 36). CONCLUSION The RP2D of ACR-368 with irinotecan by age group is ACR-368 105 or 150 mg/m2 once on day 1 (>21 years or ≤21 years, respectively) and irinotecan 15 mg/m2 once daily for 5 days in 21-day cycles for both groups. The study met its primary objective to consider ACR-368 and irinotecan promising in DSRCT and, to our knowledge, is the first incorporating a targeted therapy to achieve this magnitude of response.
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Affiliation(s)
- Emily K. Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Michael V. Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Viswatej Avutu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Paul A. Meyers
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Leonard H. Wexler
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Tara J. O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Michael D. Kinnaman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ciara M. Kelly
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sandra P. D'Angelo
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mary Lou Keohan
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mrinal M. Gounder
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Katherine Thornton
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Benjamin A. Nacev
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ping Chi
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Evan Rosenbaum
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mark Dickson
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sagarika Pachhal
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Romel Somwar
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Caroline Robb
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Neeta Pandit-Taskar
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sinchun Hwang
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Anita Price
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gerald Behr
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Damon R. Reed
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Alex Kentsis
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andrew L. Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Julia Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - William D. Tap
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
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4
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Kan SY, Ferro A, Watkins JA, Behjati S, Murray MJ, Coleman N, Roberts T, Cross J, Trotman J, Tarpey P, Hook CE, Cameron M, Tadross JA. Lingual hamartoma-like lipoblastoma: the diagnostic value of routine whole-genome sequencing. Histopathology 2025. [PMID: 40223173 DOI: 10.1111/his.15457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Accepted: 03/29/2025] [Indexed: 04/15/2025]
Affiliation(s)
- Sheng-Yuan Kan
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Ashley Ferro
- Department of Oral and Maxillo-Facial Surgery, Cambridge University Hospitals, Cambridge, UK
| | - James A Watkins
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomic Laboratory Hub (GLH) Genetics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Sam Behjati
- Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Wellcome Sanger Institute, Cambridge, UK
| | - Matthew J Murray
- Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Nicholas Coleman
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Thomas Roberts
- East Genomic Laboratory Hub (GLH) Genetics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Justin Cross
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Jamie Trotman
- East Genomic Laboratory Hub (GLH) Genetics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Patrick Tarpey
- East Genomic Laboratory Hub (GLH) Genetics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - C Elizabeth Hook
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Malcolm Cameron
- Department of Oral and Maxillo-Facial Surgery, Cambridge University Hospitals, Cambridge, UK
| | - John A Tadross
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomic Laboratory Hub (GLH) Genetics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Medical Research Council Metabolic Diseases Unit, Institute of Metabolic Science Metabolic Research Laboratories, University of Cambridge, Cambridge, UK
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5
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Saoud C, Gundem G, Vanderbilt CM, Wexler LH, Reed DR, Tap W, Singer S, Villafania LB, Papaemmanouil E, Benhamida J, Bale TA, Antonescu CR. Undifferentiated Pleomorphic Sarcoma in Children and Young Adults: A Comprehensive Clinicopathologic, Genomic, and Epigenetic Comparison With Adult Counterparts. Mod Pathol 2025; 38:100769. [PMID: 40222653 DOI: 10.1016/j.modpat.2025.100769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 02/25/2025] [Accepted: 03/20/2025] [Indexed: 04/15/2025]
Abstract
Undifferentiated pleomorphic sarcoma (UPS) occurs primarily in older adults and remains a diagnosis of exclusion due to its lack of differentiation and specific molecular alterations. Its occurrence in children is rare and controversial, with an unclear relationship to its adult counterpart. In this study, we aimed to investigate a cohort of 6 pediatric undifferentiated pleomorphic sarcoma (P-UPS, mean 10 years old) and 19 young-adult undifferentiated pleomorphic sarcoma (YA-UPS, mean 30 years old) cases by conducting a comprehensive comparative analysis of their clinicopathologic, genomic, and epigenetic features relative to their adult undifferentiated pleomorphic sarcoma counterparts (A-UPS, n = 100). Histologically, P-UPS and YA-UPS exhibited broad morphologic spectrum. The most frequent alterations across all groups were TP53, CDKN2A/B, and ATRX, with no significant differences among subsets. Notably, RB1 alterations were absent in P-UPS, although representing the second most common alteration in YA-UPS (32%) and A-UPS (41%). PTEN alterations were significantly more prevalent in YA-UPS (26%) compared with that in P-UPS (0%) and A-UPS (6%). Deletions in chromosomes 10, 16q, and 13q, along with amplification of 20q, were the most common across all groups. Except for a higher frequency of 17q amplification in P-UPS (33%) and YA-UPS (26%) compared with that in A-UPS (6%), no other arm-level differences were observed. P-UPS showed a lower mean fraction genome altered compared with YA-UPS and A-UPS, whereas all UPS age groups showed a low tumor mutational burden (mean <10 mut/MB). Pathogenic germline variants of high clinical significance (TP53, NF1, MLH1, CHEK2, and BARD1) were observed only in YA-UPS (31%) and A-UPS (12%) cases. By T-distributed stochastic neighborhood embedding and hierarchical clustering of DNA methylation, the majority of P-UPS and a small subset of YA-UPS grouped in a distinct cluster, characterized by a lower genomic index compared to A-UPS. In contrast, most UPS occurring in young adults genomically parallel their older adults' counterparts. P-UPS and YA-UPS cases exhibited a better disease-specific and progression-free survival, compared with A-UPS cases.
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Affiliation(s)
- Carla Saoud
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gunes Gundem
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Chad M Vanderbilt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Leonard H Wexler
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Damon R Reed
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - William Tap
- Department of Medicine, Sarcoma Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Samuel Singer
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Liliana B Villafania
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elli Papaemmanouil
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jamal Benhamida
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Tejus A Bale
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Cristina R Antonescu
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
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6
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Treger TD, Wegert J, Wenger A, Coorens THH, Al-Saadi R, Kemps PG, Kennedy J, Parks C, Anderson ND, Hodder A, Letunovska A, Jung H, Ogbonnah T, Trinh MK, Lee-Six H, Morcrette G, van den Heuvel-Eibrink MM, Drost J, van Boxtel R, Bertrums EJM, Goemans BF, Antoniou E, Reinhardt D, Streitenberger H, Ziegler B, Bartram J, Hutchinson JC, Vujanic GM, Vokuhl C, Chowdhury T, Furtwängler R, Graf N, Pritchard-Jones K, Gessler M, Behjati S. Predisposition Footprints in the Somatic Genome of Wilms Tumors. Cancer Discov 2025; 15:286-298. [PMID: 39665570 PMCID: PMC7617291 DOI: 10.1158/2159-8290.cd-24-0878] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 10/02/2024] [Accepted: 12/10/2024] [Indexed: 12/13/2024]
Abstract
Approximately 10% of children with cancer harbor a mutation in a predisposition gene. In children with the kidney cancer Wilms tumor, the prevalence is as high as 30%. Certain predispositions are associated with defined histological and clinical features, suggesting differences in tumorigenesis. To investigate this, we assembled a cohort of 137 children with Wilms tumor, of whom 71 had a pathogenic germline or mosaic variant. We examined 237 neoplasms (including two secondary leukemias), utilizing whole-genome sequencing, RNA sequencing, and genome-wide methylation, validating our findings in an independent cohort. Tumor development differed in children harboring a predisposition, depending on the variant gene and its developmental timing. Differences pervaded the repertoire of driver events, including high-risk mutations, the clonal architecture of normal kidneys, and the relatedness of neoplasms from the same individual. Our findings indicate that predisposition may preordain Wilms tumorigenesis, suggesting a variant-specific approach to managing children merits consideration. Significance: Tumors that arise in children with a cancer predisposition may develop through the same mutational pathways as sporadic tumors. We examined this question in the childhood kidney cancer, Wilms tumor. We found that certain predispositions dictate the genetic development of tumors, with clinical implications for these children. See related commentary by Brzezinski and Malkin, p. 258.
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Affiliation(s)
- Taryn D Treger
- Wellcome Sanger Institute, Hinxton, United Kingdom
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Jenny Wegert
- Theodor-Boveri-Institute/Biocenter, Developmental Biochemistry, University of Wuerzburg, Wuerzburg, Germany
| | - Anna Wenger
- Wellcome Sanger Institute, Hinxton, United Kingdom
| | - Tim H H Coorens
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Reem Al-Saadi
- Great Ormond Street Hospital for Children, London, United Kingdom
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Paul G Kemps
- Wellcome Sanger Institute, Hinxton, United Kingdom
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Jonathan Kennedy
- Wellcome Sanger Institute, Hinxton, United Kingdom
- Great Ormond Street Hospital for Children, London, United Kingdom
| | - Conor Parks
- Wellcome Sanger Institute, Hinxton, United Kingdom
| | | | - Angus Hodder
- Wellcome Sanger Institute, Hinxton, United Kingdom
- Great Ormond Street Hospital for Children, London, United Kingdom
| | | | | | | | - Mi K Trinh
- Wellcome Sanger Institute, Hinxton, United Kingdom
| | - Henry Lee-Six
- Wellcome Sanger Institute, Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Guillaume Morcrette
- Department of Fetopathology, Robert Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, Paris, France
| | | | - Jarno Drost
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Ruben van Boxtel
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | | | - Bianca F Goemans
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Evangelia Antoniou
- Clinic of Pediatrics III, University Hospital of Essen, Essen, Germany
- AML-BFM Study Group, Essen, Germany
| | - Dirk Reinhardt
- Clinic of Pediatrics III, University Hospital of Essen, Essen, Germany
- AML-BFM Study Group, Essen, Germany
| | - Heike Streitenberger
- Theodor-Boveri-Institute/Biocenter, Developmental Biochemistry, University of Wuerzburg, Wuerzburg, Germany
| | - Barbara Ziegler
- Theodor-Boveri-Institute/Biocenter, Developmental Biochemistry, University of Wuerzburg, Wuerzburg, Germany
| | - Jack Bartram
- Great Ormond Street Hospital for Children, London, United Kingdom
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | | | | | - Christian Vokuhl
- Department of Pathology, Section of Pediatric Pathology, University of Bonn, Bonn, Germany
| | - Tanzina Chowdhury
- Great Ormond Street Hospital for Children, London, United Kingdom
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Rhoikos Furtwängler
- Department of Paediatric Haematology and Oncology, Saarland University, Homburg, Germany
- Pediatric Hematology and Oncology, Inselspital Children's Hospital, University Bern, Bern, Switzerland
| | - Norbert Graf
- Department of Paediatric Haematology and Oncology, Saarland University, Homburg, Germany
| | | | - Manfred Gessler
- Theodor-Boveri-Institute/Biocenter, Developmental Biochemistry, University of Wuerzburg, Wuerzburg, Germany
- Comprehensive Cancer Center Mainfranken, University of Wuerzburg, Wuerzburg, Germany
| | - Sam Behjati
- Wellcome Sanger Institute, Hinxton, United Kingdom
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
- Great Ormond Street Hospital for Children, London, United Kingdom
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7
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Delgado-de la Mora J, Al Assaad M, Karaaslan S, Hadi K, Halima A, Deshpande A, Manohar J, Sigouros M, Medina-Martínez JS, Lieberman MD, Sboner A, Popa EC, Jessurun J, Elemento O, Ocean AJ, Hissong E, Mosquera JM. Whole genome and transcriptome analysis of pancreatic acinar cell carcinoma elucidates mechanisms of homologous recombination deficiency and unravels novel relevant fusion events. Pathol Res Pract 2025; 266:155798. [PMID: 39731868 DOI: 10.1016/j.prp.2024.155798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 12/23/2024] [Indexed: 12/30/2024]
Abstract
Pancreatic acinar cell carcinoma (PACC) is a rare pancreatic tumor with a heterogeneous clinical course and, except for radical surgery, limited treatment options. We present a comprehensive study encompassing whole-genome and RNA sequencing of 7 tumor samples from 3 metastatic PACC patients to further delineate its genomic landscape and potential therapeutic implications. Our findings reveal distinct signatures of homologous recombination deficiency (HRD) in patients harboring pathogenic germline BRCA1/2 and FANCL mutations, demonstrating favorable responses to poly (ADP-ribose) polymerase 1 (PARP) inhibitors with prolonged disease-free intervals. Additionally, we first describe structural variants in PACC, including BRCA1::TRIM47 fusion and another variant impacting FANCC, both events related to HRD, and we also identify alterations in the mitogen-activated protein kinase (MAPK) pathway, including RAF1 duplication as well as novel BRAF::SORBS2 and MAP7D2::SND1 gene fusions, offering potential targets for therapy. Our study underscores the importance of genome and transcriptome-wide profiling of PACC, to help guide personalized treatment strategies to improve patient outcomes.
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Affiliation(s)
- Jesús Delgado-de la Mora
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Selda Karaaslan
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Kevin Hadi
- Isabl Inc., 175 Greenwich Street, Fl 38, New York, NY 10007, USA
| | - Ahmed Halima
- Department of Medicine, Division of Hematology Oncology, Weill Cornell Medicine, 525 E 68th St, New York, NY 10065, USA
| | - Aditya Deshpande
- Isabl Inc., 175 Greenwich Street, Fl 38, New York, NY 10007, USA
| | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | | | - Michael D Lieberman
- Department of Surgery, Weill Cornell Medicine, 525 E 68th St., New York, NY 10065, USA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY 10021, USA
| | - Elizabeta C Popa
- Department of Medicine, Division of Hematology Oncology, Weill Cornell Medicine, 525 E 68th St, New York, NY 10065, USA
| | - José Jessurun
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY 10021, USA
| | - Allyson J Ocean
- Department of Medicine, Division of Hematology Oncology, Weill Cornell Medicine, 525 E 68th St, New York, NY 10065, USA
| | - Erika Hissong
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA.
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8
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Delgado-de la Mora J, Al Assaad M, Quitian S, Levine MF, Deshpande A, Sigouros M, Manohar J, Medina-Martínez JS, Sboner A, Elemento O, Jessurun J, Hissong E, Mosquera JM. Novel structural variants that impact cell cycle genes are elucidated in metastatic gastrointestinal stromal tumors. Pathol Res Pract 2025; 266:155782. [PMID: 39708519 DOI: 10.1016/j.prp.2024.155782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Accepted: 12/17/2024] [Indexed: 12/23/2024]
Abstract
Gastrointestinal stromal tumors (GISTs) are the most common mesenchymal neoplasm of the digestive tract. Despite multiple therapeutic advances, patients with advanced disease frequently develop resistance to tyrosine kinase inhibitors (TKIs), and therefore represent a therapeutic challenge. We employed whole genome sequencing (WGS) on three metastatic GISTs refractory to various TKIs and explored a publicly available cohort of 499 GISTs. This study sheds light on the clinical importance of alterations in cell cycle genes such as cyclin-dependent kinase 2 A (CDKN2A), and cyclin-dependent kinase 2B (CDKN2B), their frequent alteration in metastatic GISTs and their potential role in tumor progression of this neoplasm. Likewise, new structural variations were identified in cyclin-dependent kinase 12 (CDK12). Whole genome profiling of metastatic GIST provides new insights to advance precision care of the disease, focusing on new therapeutic possibilities, especially for emerging targets such as CDK12.
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Affiliation(s)
- Jesús Delgado-de la Mora
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Stephanie Quitian
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Max F Levine
- Isabl Inc., 175 Greenwich Street, Fl 38, New York, NY 10007, USA
| | - Aditya Deshpande
- Isabl Inc., 175 Greenwich Street, Fl 38, New York, NY 10007, USA
| | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | | | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY 10021, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY 10021, USA
| | - José Jessurun
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Erika Hissong
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA.
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9
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Al Assaad M, Hadi K, Tu J, Levine MF, Patel M, Deshpande A, Manohar J, Sigouros M, Sboner A, Chapman-Davis E, Elemento O, Holcomb K, Boyraz B, Mosquera JM. Enhancing the detection of clinically relevant biomarkers in advanced uterine and tubo-ovarian carcinomas through genome-wide analysis. Pathol Res Pract 2025; 266:155773. [PMID: 39673888 DOI: 10.1016/j.prp.2024.155773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Accepted: 12/11/2024] [Indexed: 12/16/2024]
Abstract
BACKGROUND Advanced-stage tube-ovarian cancers (TOC) and uterine cancers (UC) significantly contribute to cancer mortality. While surgery achieves clinical remission in most cases, recurrence often necessitates systemic therapy. Recent molecular phenotype studies have advanced targeted therapies. We employed whole genome sequencing (WGS) to investigate biomarkers in gynecologic malignancies. DESIGN Ninety-one tumor samples (45 TOC, 46 UC) were analyzed for germline mutations, somatic driver mutations, rearrangements, genome-wide signatures, and molecular phenotypes. A WGS-based high-confidence classifier for homologous recombination deficiency (HRD) was applied. Genomic profiles were correlated with clinical outcomes. RESULTS The HRD phenotype was identified in serous carcinoma components, with 50 % of HRD cases showing BRCA1/2 wildtype (33 %) or variants of unknown significance (17 %). HRD correlated with better overall survival in tubo-ovarian serous carcinoma and was linked to responses to platinum therapy and PARP inhibitors. Endometrioid carcinomas showed no HRD phenotype despite BRCA1/2 variants. CDK12-type genomic instability (10 %) occurred in cases with CDK12 rearrangements, and CCNE1 gain (8 %) was observed in CCNE1-amplified cases, independent of copy number. In endometrioid carcinoma, mismatch repair (MMR) deficiency single base substitution signatures, particularly SBS44, contributed to high tumor mutation burden (TMB). Ultra-high TMB was found in two cases with pathogenic POLE and POLQ mutations, exhibiting multiple SBS signatures, including MMR deficiency. CONCLUSION Comprehensive genomic profiling of advanced-stage TOC and UC via WGS reveals key biomarkers and therapeutic targets, enhancing diagnostic accuracy and advancing personalized medicine in gynecological cancers.
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Affiliation(s)
- Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | - Jiangling Tu
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | | | | | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Eloise Chapman-Davis
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Kevin Holcomb
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Baris Boyraz
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA.
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10
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Windon A, Al Assaad M, Hadi K, Mendelson N, Hissong E, Deshpande A, Tranquille M, Mclee J, Levine MF, Patel M, Medina-Martínez JS, Chiu K, Manohar J, Sigouros M, Ocean AJ, Sboner A, Jessurun J, Elemento O, Shah M, Mosquera JM. Emerging molecular phenotypes and potential therapeutic targets in esophageal and gastric adenocarcinoma unearthed by whole genome and transcriptome analyses. Pathol Res Pract 2025; 266:155788. [PMID: 39708521 DOI: 10.1016/j.prp.2024.155788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Accepted: 12/18/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND Adenocarcinoma of the esophagus and stomach demands a deeper molecular understanding to advance treatment strategies and improve patient outcomes. Here, we profiled the genome and transcriptome landscape of these cancers, explored molecular characteristics that are undetectable by other sequencing platforms, and analyzed their potential clinical ramifications. METHODS Our study employed state-of-the-art integrative analyses of whole genome and transcriptome sequencing on 51 matched tumor and germline samples from 46 patients. Mutations and rearrangements in clinically relevant cancer genes were investigated and correlated with OncoKB, a knowledge-based precision oncology database, to identify treatment implications. Genome-wide signatures and manually curated molecular profiles were also determined. RESULTS The analyses revealed 90 targetable oncogenic mutations and fusions in 63 % of the patients, including novel NTRK, NRG1, ALK, and MET fusions, and structural variants in cancer genes like RAD51B. Also, molecular signatures associated with mismatch repair and homologous recombination deficiency were elucidated. Notably, we identified CDK12-type genomic instability associated with CDK12 fusions. CONCLUSIONS Our findings support the potential of whole genome and transcriptome sequencing analyses as a comprehensive approach to identify treatment targets in adenocarcinoma of the stomach and the esophagus, and their application in precision oncology.
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Affiliation(s)
- Annika Windon
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | - Nicole Mendelson
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Erika Hissong
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | - Marvel Tranquille
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Justin Mclee
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | | | | | - Kenrry Chiu
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Allyson J Ocean
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - José Jessurun
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Manish Shah
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA.
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11
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Kalomeris T, Assaad MA, la Mora JDD, Gundem G, Levine MF, Boyraz B, Manohar J, Sigouros M, Medina-Martínez JS, Sboner A, Elemento O, Scognamiglio T, Mosquera JM. Whole genome profiling of primary and metastatic adrenocortical carcinoma unravels significant molecular events. Pathol Res Pract 2025; 266:155725. [PMID: 39626581 DOI: 10.1016/j.prp.2024.155725] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Accepted: 11/13/2024] [Indexed: 04/29/2025]
Abstract
Adrenocortical carcinoma (ACC) is a rare, aggressive malignancy with limited treatment options and poor prognosis, with a 5-year survival rate of about 15 %. This study used whole genome sequencing to characterize the genomic landscape of five patients, one of them with both primary and metastatic samples. Key driver mutations were detected, including APC, JAK1, RFWD3 as well as other genes. Notably, a primary tumor harbored a RAD51 biallelic deleterious translocation, associated with homologous recombination deficiency signature. Large-scale copy neutral loss of heterozygosity (LOH) was identified in four tumors, three had TP53 mutations, with structural variants impacting genes as RB1, CDKN2A, and NF1. A genomic signature specific to mismatch repair was observed in a sample with MHS6 mutation. Two tumors presented novel fusions at TERT locus, including TERT::ZNF521. Comparative analysis between conventional and oncocytic ACC subtypes revealed no significant differences in mutation load, microsatellite instability, or specific gene enrichment. This comprehensive WGS analysis broadens the spectrum of genomic alterations in ACC, highlighting potential molecular targets and differences across subtypes that may inform future therapeutic strategies.
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Affiliation(s)
- Taylor Kalomeris
- Department of Pathology and Laboratory Medicine, NewYork-Presbyterian Hospital/Weill Cornell Medical Center, 1300 York Ave, New York, NY 10065, USA
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Jesus Delgado-de la Mora
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Gunes Gundem
- Isabl Inc., 175 Greenwich Street, Fl 38, New York, NY 10007, USA
| | - Max F Levine
- Isabl Inc., 175 Greenwich Street, Fl 38, New York, NY 10007, USA
| | - Baris Boyraz
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA
| | | | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY 10021, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY 10021, USA
| | - Theresa Scognamiglio
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, 413 East 69th Street, New York, NY 10021, USA.
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12
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Wang L, Voss R, Pastor V, Cardenas M, Kumar P, Maciaszek J, Namwanje M, Ma J, Neary J, Jin M, Umeda M, Wilkinson M, Payne-Turner D, Eldomery M, Ma J, Gu J, Dalton J, Melton S, Liu YC, Foy S, Rusch M, Wheeler D, Zhang J, Nichols K, Karol S, Inaba H, Ribeiro R, Rubnitz J, Klco J. Integrated Whole Genome and Transcriptome Sequencing as a Framework for Pediatric and Adolescent AML Diagnosis and Risk Assessment. RESEARCH SQUARE 2025:rs.3.rs-5775959. [PMID: 39975890 PMCID: PMC11838756 DOI: 10.21203/rs.3.rs-5775959/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Pediatric acute myeloid leukemia (AML) exhibits distinct genetic characteristics, including unique driver alterations and mutations with prognostic and therapeutic significance. Emerging rare, recurrent genetic abnormalities and their associations with outcomes emphasize the need for high-throughput molecular diagnostic tools. Whole genome sequencing (WGS) reliably detects key AML biomarkers such as structural variants, mutations, and copy number alterations. Whole transcriptome sequencing (WTS) complements WGS by uncovering oncogene expression patterns, allele-specific expression, and gene expression signatures. In this study, we describe an integrated WGS and WTS clinical workflow for routine pediatric AML diagnosis and present a systematic evaluation of its application compared to conventional cytogenetics and standard molecular diagnostic methods. Our findings demonstrate that the integrated WGS and WTS (iWGS-WTS) approach improves the identification of clinically relevant genetic alterations, enhancing precise disease classification and risk assessment. Moreover, with advancements in workflow and bioinformatics pipelines, the testing turnaround time can be optimized to meet the demands of clinical decision-making, positioning iWGS-WTS as a practical and superior alternative to traditional diagnostic methods in pediatric AML management.
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Affiliation(s)
- Lu Wang
- St Jude Children's Research Hospital
| | | | | | | | | | | | | | - Jing Ma
- St. Jude Children's Research Hospital
| | | | | | | | | | | | | | | | - Jiali Gu
- St Jude Children's Research Hospital
| | | | | | | | - Scott Foy
- St. Jude Children's Research Hospital
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13
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Saoud C, Gundem G, Domenico D, Arango-Ossa JE, Reed D, Vaynrub M, Papaemmanouil E, Bale TA, Linos K. Rhabdomyosarcoma With EWSR1::NF2 Gene Fusion: A Case Report Potentially Expanding Its Genetic Spectrum. Genes Chromosomes Cancer 2025; 64:e70025. [PMID: 39873201 DOI: 10.1002/gcc.70025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 01/03/2025] [Accepted: 01/15/2025] [Indexed: 01/30/2025] Open
Abstract
Rhabdomyosarcoma (RMS) is the most common soft tissue sarcoma in children, presenting with heterogeneous clinical and molecular subtypes. While gene fusions are predominantly associated with alveolar RMS, spindle cell RMS, especially congenital and intraosseous variants, are also linked to specific gene fusions. Furthermore, recently, FGFR1 kinase-driven RMSs were published. Here, we describe a case of RMS harboring an EWSR1::NF2 gene fusion, a deletion-driven genetic alteration that has not been previously documented in RMS or other soft tissue tumors. The patient was a 29-year-old female who presented with a lobulated ankle mass. Histologic examination revealed a malignant round cell tumor extensively infiltrating large nerve bundles. Immunohistochemical analysis demonstrated rhabdomyoblastic differentiation, consistent with rhabdomyosarcoma. While some areas showed features resembling the sclerosing and others the embryonal subtypes, the overall findings were considered unclassifiable. Targeted RNA sequencing revealed EWSR1(exon 9):: NF2(exon 7) gene fusion, which was confirmed on whole genome and targeted DNA sequencing. The latter did not yield specific diagnostic insights but revealed mutations in TSC2 (p.T1330M), ZFHX3 (p.A301T), and a NOTCH3 rearrangement, all of unknown oncogenic significance. MYC gene amplification was detected, but there was no evidence of chromosome 8 amplification or chromosome 11p15 loss of heterozygosity. Whole genome sequencing revealed a low tumor mutation burden (2.69/Mb) and showed no other significant potentially oncogenic events. DNA methylation studies using dimensionality reduction and unsupervised clustering placed the case within the embryonal RMS subtype. Although the absence of other oncogenic driver alterations suggests that the fusion may have played a pivotal role in pathogenesis, we cannot exclude the possibility that it represents a passenger alteration rather than a true driver mutation. If the former is true, further studies will be required to determine whether this fusion represents a novel RMS subtype or a rare driver in existing subtypes of RMS.
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Affiliation(s)
- Carla Saoud
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Gunes Gundem
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Dylan Domenico
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Juan E Arango-Ossa
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Damon Reed
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Max Vaynrub
- Department of Surgery, Orthopedic Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Elli Papaemmanouil
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Tejus A Bale
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Konstantinos Linos
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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14
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Keller-Evans RB, Munafo D, Ross T, Rudawsky S, Savol A, Huang RSP. Breadth versus depth: whole transcriptome sequencing has reduced sensitivity for detection of clinically relevant fusions compared to RNA comprehensive genomic profiling. Oncologist 2024; 29:e1786-e1789. [PMID: 39197481 PMCID: PMC11630735 DOI: 10.1093/oncolo/oyae226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 08/01/2024] [Indexed: 09/01/2024] Open
Abstract
While there is great potential for unbiased next-generation sequencing (NGS) approaches-eg, whole transcriptome sequencing (WTS)-for exploration, discovery, and clinical application in the realm of oncology, there are limitations that should be considered when relying on these methodologies for clinical decision making. When using WTS for the detection of clinically relevant gene fusions in tumor specimens, a key consideration is whether a limited coverage depth (approximately 30-50X) is sufficient for detecting these events, especially in samples with low tumor purity. We demonstrate the reduced sensitivity of both a commercial WTS assay for the detection of clinically relevant fusions in analytical validation control samples and of a research use only (RUO) WTS assay for the detection of clinically relevant fusions in real-world clinical samples compared to RNA comprehensive genomic profiling (CGP). Notably, the RUO WTS assay would not have reported 30% (6/20) of fusions detected using RNA CGP assays in fusion-positive tumor samples, highlighting a potential disadvantage of broader sequencing.
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Affiliation(s)
| | | | - Tristen Ross
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | - Andrej Savol
- Foundation Medicine, Inc., Cambridge, MA, United States
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15
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Lukose G, Al Assaad M, Driskill JH, Levine MF, Gundem G, Semaan A, Wilkes DC, Spigland NA, Medina-Martínez JS, Sboner A, Elemento O, Jessurun J, Mosquera JM. Whole genome profiling of rare pediatric thoracic tumors elucidates a YAP1::LEUTX fusion in an unclassified biphasic embryonal neoplasm. Pathol Res Pract 2024; 264:155726. [PMID: 39566337 DOI: 10.1016/j.prp.2024.155726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 11/13/2024] [Indexed: 11/22/2024]
Abstract
Malignant biphasic tumors of the lungs are rare, more so in the pediatric population. Here, we present the whole-genome characterization of a pleuropulmonary blastoma Type III and an unclassified biphasic thoracic embryonal neoplasm. The pleuropulmonary blastoma harbored pathogenic DICER1 germline and somatic mutations, and additional somatic variants in TP53 and BCOR. The other malignant tumor demonstrated a t(11;19) balanced translocation with a YAP1::LEUTX fusion that was confirmed by fluorescence in situ hybridization. No DICER1 germline or somatic mutation was present. YAP1 and LEUTX have been implicated in tumorigenesis of various neoplasms, and YAP1 fusion genes are an emerging oncogenic entity in a variety of malignancies. In this study we highlight the importance of whole-genome characterization of rare and unclassified tumors to identify biologic mechanisms and potential therapeutic targets.
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Affiliation(s)
- Georgi Lukose
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Jordan H Driskill
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | | | - Alissa Semaan
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - David C Wilkes
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Nitsana A Spigland
- Department of Surgery, Division of Pediatric Surgery, Weill Cornell Medicine / NewYork-Presbyterian Hospital, New York, NY, USA
| | | | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - José Jessurun
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA.
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16
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Ma W, Tang W, Kwok JS, Tong AH, Lo CW, Chu AT, Chung BH, Hong Kong Genome Project. A review on trends in development and translation of omics signatures in cancer. Comput Struct Biotechnol J 2024; 23:954-971. [PMID: 38385061 PMCID: PMC10879706 DOI: 10.1016/j.csbj.2024.01.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/31/2024] [Accepted: 01/31/2024] [Indexed: 02/23/2024] Open
Abstract
The field of cancer genomics and transcriptomics has evolved from targeted profiling to swift sequencing of individual tumor genome and transcriptome. The steady growth in genome, epigenome, and transcriptome datasets on a genome-wide scale has significantly increased our capability in capturing signatures that represent both the intrinsic and extrinsic biological features of tumors. These biological differences can help in precise molecular subtyping of cancer, predicting tumor progression, metastatic potential, and resistance to therapeutic agents. In this review, we summarized the current development of genomic, methylomic, transcriptomic, proteomic and metabolic signatures in the field of cancer research and highlighted their potentials in clinical applications to improve diagnosis, prognosis, and treatment decision in cancer patients.
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Affiliation(s)
- Wei Ma
- Hong Kong Genome Institute, Hong Kong, China
| | - Wenshu Tang
- Hong Kong Genome Institute, Hong Kong, China
| | | | | | | | | | - Brian H.Y. Chung
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Hong Kong Genome Project
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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17
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O'Neill K, Pleasance E, Fan J, Akbari V, Chang G, Dixon K, Csizmok V, MacLennan S, Porter V, Galbraith A, Grisdale CJ, Culibrk L, Dupuis JH, Corbett R, Hopkins J, Bowlby R, Pandoh P, Smailus DE, Cheng D, Wong T, Frey C, Shen Y, Lewis E, Paulin LF, Sedlazeck FJ, Nelson JMT, Chuah E, Mungall KL, Moore RA, Coope R, Mungall AJ, McConechy MK, Williamson LM, Schrader KA, Yip S, Marra MA, Laskin J, Jones SJM. Long-read sequencing of an advanced cancer cohort resolves rearrangements, unravels haplotypes, and reveals methylation landscapes. CELL GENOMICS 2024; 4:100674. [PMID: 39406235 PMCID: PMC11605692 DOI: 10.1016/j.xgen.2024.100674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 06/26/2024] [Accepted: 09/18/2024] [Indexed: 11/16/2024]
Abstract
The Long-Read Personalized OncoGenomics (POG) dataset comprises a cohort of 189 patient tumors and 41 matched normal samples sequenced using the Oxford Nanopore Technologies PromethION platform. This dataset from the POG program and the Marathon of Hope Cancer Centres Network includes DNA and RNA short-read sequence data, analytics, and clinical information. We show the potential of long-read sequencing for resolving complex cancer-related structural variants, viral integrations, and extrachromosomal circular DNA. Long-range phasing facilitates the discovery of allelically differentially methylated regions (aDMRs) and allele-specific expression, including recurrent aDMRs in the cancer genes RET and CDKN2A. Germline promoter methylation in MLH1 can be directly observed in Lynch syndrome. Promoter methylation in BRCA1 and RAD51C is a likely driver behind homologous recombination deficiency where no coding driver mutation was found. This dataset demonstrates applications for long-read sequencing in precision medicine and is available as a resource for developing analytical approaches using this technology.
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Affiliation(s)
- Kieran O'Neill
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Erin Pleasance
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Jeremy Fan
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Vahid Akbari
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Glenn Chang
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Katherine Dixon
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Veronika Csizmok
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Signe MacLennan
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada; Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
| | - Vanessa Porter
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada; Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
| | - Andrew Galbraith
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Cameron J Grisdale
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Luka Culibrk
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - John H Dupuis
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Richard Corbett
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - James Hopkins
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Reanne Bowlby
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Pawan Pandoh
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Duane E Smailus
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Dean Cheng
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Tina Wong
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Connor Frey
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Yaoqing Shen
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Eleanor Lewis
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Luis F Paulin
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Fritz J Sedlazeck
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Jessica M T Nelson
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Eric Chuah
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Karen L Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Richard A Moore
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Robin Coope
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Andrew J Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Melissa K McConechy
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Laura M Williamson
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Kasmintan A Schrader
- Hereditary Cancer Program, BC Cancer, Vancouver, BC, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Stephen Yip
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Marco A Marra
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada; Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
| | - Janessa Laskin
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
| | - Steven J M Jones
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada.
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18
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Bishop M, Vedi A, Bowdin S, Armstrong R, Bartram J, Bentley D, Ross M, Hook CE, Yin Chung BH, Moss P, Rowitch DH, Tarpey P, Behjati S, Murray MJ. Identifying barriers and opportunities to facilitate the uptake of whole genome sequencing in paediatric haematology and oncology practice. BMC MEDICAL EDUCATION 2024; 24:1273. [PMID: 39506754 PMCID: PMC11542304 DOI: 10.1186/s12909-024-06219-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 10/17/2024] [Indexed: 11/08/2024]
Abstract
BACKGROUND The clinical utility of whole genome sequencing (WGS) in paediatric cancer has been demonstrated in recent years. WGS has been routinely available in the National Health Service (NHS) England for all children with cancer in England since 2021, but its uptake has been variable geographically. To explore the underlying barriers to routine use of WGS in this population across England and more widely in the United Kingdom (UK) and the Republic of Ireland (ROI), a one-day workshop was held in Cambridge, United Kingdom in October 2022. METHODS Following a series of talks, delegates participated in open, round-table discussions to outline local and broader challenges limiting routine WGS for diagnostic work-up for children with cancer in their Principal Treatment Centres (PTCs) and Genomic Laboratory Hubs (GLHs). Within smaller groups, delegates answered structured questions regarding clinical capability, education and training needs, and workforce competence and requirements. Data was recorded, centrally collated, and analysed following the event using thematic analysis. RESULTS Sixty participants attended the workshop with broad representation from the 20 PTCs across the UK and ROI and the seven GLHs in England. All healthcare professionals involved in the WGS pathway were represented, including paediatric oncologists, clinical geneticists, clinical scientists, and histopathologists. The main themes highlighted by the group in ensuring equitable access to WGS identified were: lack of knowledge equity between NHS trusts, with a perception of WGS being for research only; and perception of lack of financial support for the clinical process surrounding WGS, including lack of time to take informed consent from patients. The latter also included limited trained staff available for data interpretation, affecting the turnaround time for reporting. Finally, the need for an integrated digital pathway to order, track, and return data to clinicians was highlighted. CONCLUSION At the workshop, the general motivation for including WGS in the diagnostic work up for children with cancer was high throughout the UK, however a perceived lack of resources and education opportunities limit the widespread use of this commissioned assay. This workshop has led to some recommendations to increase access to WGS in this population in England and more widely in the devolved national of the UK and the ROI.
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Affiliation(s)
- Michelle Bishop
- Wellcome Connecting Science, Wellcome Genome Campus, Hinxton, UK.
| | - Aditi Vedi
- Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Sarah Bowdin
- NHS East Genomic Laboratory Hub, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Ruth Armstrong
- Department of Medical Genetics, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Jack Bartram
- Department of Paediatric Haematology and Oncology, Great Ormond Street Hospital for Children NHS Trust, London, UK
| | | | - Mark Ross
- Illumina, Cambridge Ltd, Cambridge, UK
| | - C Elizabeth Hook
- Department of Pathology, University of Cambridge, Cambridge, UK
- Department of Paediatric Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Brian Hon Yin Chung
- Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, Li Ka Shing, Faculty of Medicine, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Hong Kong Genome Institute, Hong Kong, Hong Kong SAR, China
| | | | - David H Rowitch
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Patrick Tarpey
- NHS East Genomic Laboratory Hub, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Sam Behjati
- Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
- Wellcome Sanger Institute, Hinxton, Cambridge, UK
| | - Matthew J Murray
- Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
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19
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Stephan C, Al Assaad M, Levine MF, Deshpande A, Sigouros M, Manohar J, Sboner A, Elemento O, Pavlick AC, Mosquera JM. Whole genome sequencing elucidates etiological differences in MCPyV-negative Merkel cell carcinoma. Pathol Res Pract 2024; 263:155668. [PMID: 39427588 DOI: 10.1016/j.prp.2024.155668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 10/18/2024] [Indexed: 10/22/2024]
Abstract
Merkel cell carcinoma (MCC) is an aggressive neuroendocrine neoplasm of the skin. Immunosuppression, ultraviolet radiation and the integration of Merkel cell polyomavirus (MCPyV) have all been shown to be involved in the pathogenesis of this malignancy. We performed whole genome sequencing on two MCPyV-negative cases of MCC that demonstrated very different clinical presentations and outcomes, and mutational profiles. The first case exhibited a highly aggressive clinical course, absence of UV-signature mutations and a low tumor mutational burden. A rearrangement in the tumor suppressor gene SUFU was identified, a likely driver and potential target of the Hedgehog signaling pathway. Meanwhile, the second case exhibited a less aggressive behavior, harbored UV-signature mutations, and a high mutational burden including mutations in TP53 and RB1.
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Affiliation(s)
- Carla Stephan
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | | | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Anna C Pavlick
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA; Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA.
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20
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Tang X, Berger MF, Solit DB. Precision oncology: current and future platforms for treatment selection. Trends Cancer 2024; 10:781-791. [PMID: 39030146 DOI: 10.1016/j.trecan.2024.06.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 06/20/2024] [Accepted: 06/21/2024] [Indexed: 07/21/2024]
Abstract
Genomic profiling of hundreds of cancer-associated genes is now a component of routine cancer care. DNA sequencing can identify mutations, mutational signatures, and structural alterations predictive of therapy response and assess for heritable cancer risk, but it has been less useful for identifying predictive biomarkers of sensitivity to cytotoxic chemotherapies, antibody drug conjugates, and immunotherapies. The clinical adoption of molecular profiling platforms such as RNA sequencing better suited to identifying those patients most likely to respond to immunotherapies and drug combinations will be critical to expanding the benefits of precision oncology. This review discusses the potential advantages of innovative molecular and functional profiling platforms designed to replace or complement targeted DNA sequencing and the major hurdles to their clinical adoption.
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Affiliation(s)
- Xinran Tang
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Graduate School of Medical Sciences, Weill Cornell Medicine, New York, NY 10065, USA
| | - Michael F Berger
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - David B Solit
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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21
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Hodder A, Leiter SM, Kennedy J, Addy D, Ahmed M, Ajithkumar T, Allinson K, Ancliff P, Bailey S, Barnard G, Burke GAA, Burns C, Cano-Flanagan J, Chalker J, Coleman N, Cheng D, Clinch Y, Dryden C, Ghorashian S, Griffin B, Horan G, Hubank M, May P, McDerra J, Nagrecha R, Nicholson J, O'Connor D, Pavasovic V, Quaegebeur A, Rao A, Roberts T, Samarasinghe S, Stasevich I, Tadross JA, Trayers C, Trotman J, Vora A, Watkins J, Chitty LS, Bowdin S, Armstrong R, Murray MJ, Hook CE, Tarpey P, Vedi A, Bartram J, Behjati S. Benefits for children with suspected cancer from routine whole-genome sequencing. Nat Med 2024; 30:1905-1912. [PMID: 38956197 PMCID: PMC11271414 DOI: 10.1038/s41591-024-03056-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 05/08/2024] [Indexed: 07/04/2024]
Abstract
Clinical whole-genome sequencing (WGS) has been shown to deliver potential benefits to children with cancer and to alter treatment in high-risk patient groups. It remains unknown whether offering WGS to every child with suspected cancer can change patient management. We collected WGS variant calls and clinical and diagnostic information from 281 children (282 tumors) across two English units (n = 152 from a hematology center, n = 130 from a solid tumor center) where WGS had become a routine test. Our key finding was that variants uniquely attributable to WGS changed the management in ~7% (20 out of 282) of cases while providing additional disease-relevant findings, beyond standard-of-care molecular tests, in 108 instances for 83 (29%) cases. Furthermore, WGS faithfully reproduced every standard-of-care molecular test (n = 738) and revealed several previously unknown genomic features of childhood tumors. We show that WGS can be delivered as part of routine clinical care to children with suspected cancer and can change clinical management by delivering unexpected genomic insights. Our experience portrays WGS as a clinically impactful assay for routine practice, providing opportunities for assay consolidation and for delivery of molecularly informed patient care.
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Affiliation(s)
- Angus Hodder
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Sarah M Leiter
- Wellcome Sanger Institute, Hinxton, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Jonathan Kennedy
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- Wellcome Sanger Institute, Hinxton, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Dilys Addy
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Munaza Ahmed
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | | | - Kieren Allinson
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Phil Ancliff
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Shivani Bailey
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Gemma Barnard
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - G A Amos Burke
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Charlotte Burns
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | | | - Nicholas Coleman
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Danny Cheng
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | | | - Caryl Dryden
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Sara Ghorashian
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Blanche Griffin
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- North Thames Genomic Laboratory Hub, London, UK
| | - Gail Horan
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Michael Hubank
- North Thames Genomic Laboratory Hub, London, UK
- The Institute of Cancer Research, London, UK
| | - Phillippa May
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Joanna McDerra
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Rajvi Nagrecha
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - James Nicholson
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - David O'Connor
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- UCL Cancer Institute, University College London, London, UK
| | - Vesna Pavasovic
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Annelies Quaegebeur
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Anupama Rao
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Thomas Roberts
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | | | - Iryna Stasevich
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - John A Tadross
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
- MRC Metabolic Diseases Unit, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Claire Trayers
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Jamie Trotman
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | - Ajay Vora
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - James Watkins
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | - Lyn S Chitty
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- North Thames Genomic Laboratory Hub, London, UK
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Sarah Bowdin
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | - Ruth Armstrong
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Matthew J Murray
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Pathology, University of Cambridge, Cambridge, UK.
| | - Catherine E Hook
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Pathology, University of Cambridge, Cambridge, UK.
| | - Patrick Tarpey
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- East Genomics Laboratory Hub, Cambridge, UK.
| | - Aditi Vedi
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Paediatrics, University of Cambridge, Cambridge, UK.
| | - Jack Bartram
- Great Ormond Street Hospital NHS Foundation Trust, London, UK.
- North Thames Genomic Laboratory Hub, London, UK.
| | - Sam Behjati
- Wellcome Sanger Institute, Hinxton, UK.
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Paediatrics, University of Cambridge, Cambridge, UK.
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22
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Stanton BZ, Pomella S. Epigenetic determinants of fusion-driven sarcomas: paradigms and challenges. Front Cell Dev Biol 2024; 12:1416946. [PMID: 38946804 PMCID: PMC11211607 DOI: 10.3389/fcell.2024.1416946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 05/14/2024] [Indexed: 07/02/2024] Open
Abstract
We describe exciting recent advances in fusion-driven sarcoma etiology, from an epigenetics perspective. By exploring the current state of the field, we identify and describe the central mechanisms that determine sarcomagenesis. Further, we discuss seminal studies in translational genomics, which enabled epigenetic characterization of fusion-driven sarcomas. Important context for epigenetic mechanisms include, but are not limited to, cell cycle and metabolism, core regulatory circuitry, 3-dimensional chromatin architectural dysregulation, integration with ATP-dependent chromatin remodeling, and translational animal modeling. Paradoxically, while the genetic requirements for oncogenic transformation are highly specific for the fusion partners, the epigenetic mechanisms we as a community have uncovered are categorically very broad. This dichotomy prompts the question of whether the investigation of rare disease epigenomics should prioritize studying individual cell populations, thereby examining whether the mechanisms of chromatin dysregulation are specific to a particular tumor. We review recent advances focusing on rhabdomyosarcoma, synovial sarcoma, alveolar soft part sarcoma, clear cell sarcoma, undifferentiated round cell sarcoma, Ewing sarcoma, myxoid/round liposarcoma, epithelioid hemangioendothelioma and desmoplastic round cell tumor. The growing number of groundbreaking discoveries in the field, motivated us to anticipate further exciting advances in the area of mechanistic epigenomics and direct targeting of fusion transcription factors in the years ahead.
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Affiliation(s)
- Benjamin Z. Stanton
- Nationwide Children’s Hospital, Center for Childhood Cancer Research, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States
- Department of Biological Chemistry and Pharmacology, The Ohio State University College of Medicine, Columbus, OH, United States
| | - Silvia Pomella
- Department of Hematology and Oncology, Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
- Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, Rome, Italy
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23
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Deyell RJ, Shen Y, Titmuss E, Dixon K, Williamson LM, Pleasance E, Nelson JMT, Abbasi S, Krzywinski M, Armstrong L, Bonakdar M, Ch'ng C, Chuah E, Dunham C, Fok A, Jones M, Lee AF, Ma Y, Moore RA, Mungall AJ, Mungall KL, Rogers PC, Schrader KA, Virani A, Wee K, Young SS, Zhao Y, Jones SJM, Laskin J, Marra MA, Rassekh SR. Whole genome and transcriptome integrated analyses guide clinical care of pediatric poor prognosis cancers. Nat Commun 2024; 15:4165. [PMID: 38755180 PMCID: PMC11099106 DOI: 10.1038/s41467-024-48363-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 04/29/2024] [Indexed: 05/18/2024] Open
Abstract
The role for routine whole genome and transcriptome analysis (WGTA) for poor prognosis pediatric cancers remains undetermined. Here, we characterize somatic mutations, structural rearrangements, copy number variants, gene expression, immuno-profiles and germline cancer predisposition variants in children and adolescents with relapsed, refractory or poor prognosis malignancies who underwent somatic WGTA and matched germline sequencing. Seventy-nine participants with a median age at enrollment of 8.8 y (range 6 months to 21.2 y) are included. Germline pathogenic/likely pathogenic variants are identified in 12% of participants, of which 60% were not known prior. Therapeutically actionable variants are identified by targeted gene report and whole genome in 32% and 62% of participants, respectively, and increase to 96% after integrating transcriptome analyses. Thirty-two molecularly informed therapies are pursued in 28 participants with 54% achieving a clinical benefit rate; objective response or stable disease ≥6 months. Integrated WGTA identifies therapeutically actionable variants in almost all tumors and are directly translatable to clinical care of children with poor prognosis cancers.
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Affiliation(s)
- Rebecca J Deyell
- Department of Pediatrics, BC Children's Hospital and Research Institute, Vancouver, BC, Canada.
| | - Yaoqing Shen
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Emma Titmuss
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Katherine Dixon
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Laura M Williamson
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Erin Pleasance
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Jessica M T Nelson
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Sanna Abbasi
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Martin Krzywinski
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Linlea Armstrong
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Melika Bonakdar
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Carolyn Ch'ng
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Eric Chuah
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Chris Dunham
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Alexandra Fok
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Martin Jones
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Anna F Lee
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Yussanne Ma
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Richard A Moore
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Andrew J Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Karen L Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Paul C Rogers
- Department of Pediatrics, BC Children's Hospital and Research Institute, Vancouver, BC, Canada
| | - Kasmintan A Schrader
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Alice Virani
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Kathleen Wee
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Sean S Young
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Cancer Genetics and Genomics Laboratory, Department of Pathology and Laboratory Medicine, BC Cancer, Vancouver, Canada
| | - Yongjun Zhao
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Steven J M Jones
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Janessa Laskin
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
| | - Marco A Marra
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Shahrad R Rassekh
- Department of Pediatrics, BC Children's Hospital and Research Institute, Vancouver, BC, Canada.
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24
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Sholler GLS, Bergendahl G, Lewis EC, Kraveka J, Ferguson W, Nagulapally AB, Dykema K, Brown VI, Isakoff MS, Junewick J, Mitchell D, Rawwas J, Roberts W, Eslin D, Oesterheld J, Wada RK, Pastakia D, Harrod V, Ginn K, Saab R, Bielamowicz K, Glover J, Chang E, Hanna GK, Enriquez D, Izatt T, Halperin RF, Moore A, Byron SA, Hendricks WPD, Trent JM. Molecular-guided therapy for the treatment of patients with relapsed and refractory childhood cancers: a Beat Childhood Cancer Research Consortium trial. Genome Med 2024; 16:28. [PMID: 38347552 PMCID: PMC10860258 DOI: 10.1186/s13073-024-01297-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 01/24/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Children with relapsed central nervous system (CNS tumors), neuroblastoma, sarcomas, and other rare solid tumors face poor outcomes. This prospective clinical trial examined the feasibility of combining genomic and transcriptomic profiling of tumor samples with a molecular tumor board (MTB) approach to make real‑time treatment decisions for children with relapsed/refractory solid tumors. METHODS Subjects were divided into three strata: stratum 1-relapsed/refractory neuroblastoma; stratum 2-relapsed/refractory CNS tumors; and stratum 3-relapsed/refractory rare solid tumors. Tumor samples were sent for tumor/normal whole-exome (WES) and tumor whole-transcriptome (WTS) sequencing, and the genomic data were used in a multi-institutional MTB to make real‑time treatment decisions. The MTB recommended plan allowed for a combination of up to 4 agents. Feasibility was measured by time to completion of genomic sequencing, MTB review and initiation of treatment. Response was assessed after every two cycles using Response Evaluation Criteria in Solid Tumors (RECIST). Patient clinical benefit was calculated by the sum of the CR, PR, SD, and NED subjects divided by the sum of complete response (CR), partial response (PR), stable disease (SD), no evidence of disease (NED), and progressive disease (PD) subjects. Grade 3 and higher related and unexpected adverse events (AEs) were tabulated for safety evaluation. RESULTS A total of 186 eligible patients were enrolled with 144 evaluable for safety and 124 evaluable for response. The average number of days from biopsy to initiation of the MTB-recommended combination therapy was 38 days. Patient benefit was exhibited in 65% of all subjects, 67% of neuroblastoma subjects, 73% of CNS tumor subjects, and 60% of rare tumor subjects. There was little associated toxicity above that expected for the MGT drugs used during this trial, suggestive of the safety of utilizing this method of selecting combination targeted therapy. CONCLUSIONS This trial demonstrated the feasibility, safety, and efficacy of a comprehensive sequencing model to guide personalized therapy for patients with any relapsed/refractory solid malignancy. Personalized therapy was well tolerated, and the clinical benefit rate of 65% in these heavily pretreated populations suggests that this treatment strategy could be an effective option for relapsed and refractory pediatric cancers. TRIAL REGISTRATION ClinicalTrials.gov, NCT02162732. Prospectively registered on June 11, 2014.
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Affiliation(s)
- Giselle L Saulnier Sholler
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA.
| | - Genevieve Bergendahl
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | | | | | - William Ferguson
- Cardinal Glennon Children's Medical Center, St. Louis University School of Medicine, St. Louis, MO, USA
| | - Abhinav B Nagulapally
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | - Karl Dykema
- Levine Children's Hospital, Atrium Health, Charlotte, NC, USA
| | - Valerie I Brown
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | | | - Joseph Junewick
- Helen DeVos Children's Hospital, Spectrum Health, Grand Rapids, MI, USA
| | - Deanna Mitchell
- Helen DeVos Children's Hospital, Spectrum Health, Grand Rapids, MI, USA
| | - Jawhar Rawwas
- Children's Hospitals and Clinics of Minnesota, Minneapolis, USA
| | - William Roberts
- Rady Children's Hospital-San Diego and UC San Diego School of Medicine, San Diego, CA, USA
| | - Don Eslin
- St. Joseph's Children's Hospital, Tampa, FL, USA
| | | | - Randal K Wada
- Kapiolani Medical Center for Women and Children, University of Hawaii, Honolulu, HI, USA
| | | | - Virginia Harrod
- Dell Children's Blood and Cancer Center, Ascension Dell Children's, Austin, TX, USA
| | | | - Raya Saab
- Stanford Medicine Children's Health, Palo Alto, CA, USA
| | | | | | | | - Gina K Hanna
- Orlando Health Cancer Institute, Orlando, FL, USA
| | | | - Tyler Izatt
- Translational Genomics Research Institute, Phoenix, AZ, USA
| | | | - Abigail Moore
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | - Sara A Byron
- Translational Genomics Research Institute, Phoenix, AZ, USA
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25
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Hissong E, Assaad MA, Bal M, Reed KA, Fornelli A, Levine MF, Gundem G, Semaan A, Orr CE, Sakhadeo U, Manohar J, Sigouros M, Wilkes D, Sboner A, Montgomery EA, Graham RP, Medina-Martínez JS, Robine N, Fang JM, Choi EYK, Westerhoff M, la Mora JDD, Caudell P, Yantiss RK, Papaemmanuil E, Elemento O, Sigel C, Jessurun J, Mosquera JM. NIPBL::NACC1 Fusion Hepatic Carcinoma. Am J Surg Pathol 2024; 48:183-193. [PMID: 38047392 PMCID: PMC11238093 DOI: 10.1097/pas.0000000000002159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Several reports describing a rare primary liver tumor with histologic features reminiscent of follicular thyroid neoplasms have been published under a variety of descriptive terms including thyroid-like, solid tubulocystic, and cholangioblastic cholangiocarcinoma. Although these tumors are considered to represent histologic variants, they lack classic features of cholangiocarcinoma and have unique characteristics, namely immunoreactivity for inhibin and NIPBL::NACC1 fusions. The purpose of this study is to present clinicopathologic and molecular data for a large series of these tumors to better understand their pathogenesis. We identified 11 hepatic tumors with these features. Immunohistochemical and NACC1 and NIPBL fluorescence in situ hybridization assays were performed on all cases. Four cases had available material for whole-genome sequencing (WGS) analysis. Most patients were adult women (mean age: 42 y) who presented with abdominal pain and large hepatic masses (mean size: 14 cm). Ten patients had no known liver disease. Of the patients with follow-up information, 3/9 (33%) pursued aggressive behavior. All tumors were composed of bland cuboidal cells with follicular and solid/trabecular growth patterns in various combinations, were immunoreactive for inhibin, showed albumin mRNA by in situ hybridization, and harbored the NIPBL::NACC1 fusion by fluorescence in situ hybridization. WGS corroborated the presence of the fusion in all 4 tested cases, high tumor mutational burden in 2 cases, and over 30 structural variants per case in 3 sequenced tumors. The cases lacked mutations typical of conventional intrahepatic cholangiocarcinoma. In this report, we describe the largest series of primary inhibin-positive hepatic neoplasms harboring a NIPBL::NACC1 fusion and the first WGS analysis of these tumors. We propose to name this neoplasm NIPBL:NACC1 fusion hepatic carcinoma.
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Affiliation(s)
- Erika Hissong
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
| | - Munita Bal
- Department of Pathology, Tata Memorial Centre, Mumbai, India
| | - Katelyn A. Reed
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Adele Fornelli
- U.O. Anatomia Patologica, Ospedale Maggiore, Bologna, Italy
| | | | | | - Alissa Semaan
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
| | - Christine E. Orr
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY
| | - Uma Sakhadeo
- Department of Pathology, Tata Memorial Centre, Mumbai, India
| | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
| | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
| | - David Wilkes
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
- Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY
| | - Elizabeth A. Montgomery
- Department of Pathology and Laboratory Medicine, University of Miami Hospital (UMH), Miami, FL
| | - Rondell P. Graham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | | | | | - Jiayun M Fang
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | | | | | - Jesus Delgado-de la Mora
- Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Ciudad de México, CDMX, Mexico
| | | | - Rhonda K. Yantiss
- Department of Pathology and Laboratory Medicine, University of Miami Hospital (UMH), Miami, FL
| | | | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY
- Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY
| | - Carlie Sigel
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - José Jessurun
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY
- Englander Institute for Precision Medicine, Weill Cornell Medicine and New York Presbyterian, New York, NY
- New York Genome Center, New York, NY
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26
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Thangavelu T, Wirta V, Orsmark-Pietras C, Cavelier L, Fioretos T, Barbany G, Olsson-Arvidsson L, Pandzic T, Staffas A, Rosenquist R, Levin LÅ. Micro-costing of genetic diagnostics in acute leukemia in Sweden: from standard-of-care to whole-genome sequencing. J Med Econ 2024; 27:1053-1060. [PMID: 39101813 DOI: 10.1080/13696998.2024.2387515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 07/29/2024] [Accepted: 07/30/2024] [Indexed: 08/06/2024]
Abstract
AIMS AND BACKGROUND Whole-genome sequencing (WGS) is increasingly applied in clinical practice and expected to replace standard-of-care (SoC) genetic diagnostics in hematological malignancies. This study aims to assess and compare the fully burdened cost ('micro-costing') per patient for Swedish laboratories using WGS and SoC, respectively, in pediatric and adult patients with acute lymphoblastic leukemia (ALL) and acute myeloid leukemia (AML). METHODS The resource use and cost details associated with SoC, e.g. chromosome banding analysis, fluorescent in situ hybridization, and targeted sequencing analysis, were collected via activity-based costing methods from four diagnostic laboratories. For WGS, corresponding data was collected from two of the centers. A simulation-based scenario model was developed for analyzing the WGS cost based on different annual sample throughput to evaluate economy of scale. RESULTS The average SoC total cost per patient was €2,465 for pediatric AML and €2,201 for pediatric ALL, while in adults, the corresponding cost was €2,458 for AML and €1,207 for ALL. The average WGS cost (90x tumor/30x normal; sequenced on the Illumina NovaSeq 6000 platform) was estimated to €3,472 based on an annual throughput of 2,500 analyses, however, with an annual volume of 7,500 analyses the average cost would decrease by 23% to €2,671. CONCLUSION In summary, WGS is currently more costly than SoC, however the cost can be reduced by utilizing laboratories with higher throughput and by the expected decline in cost of reagents. Our data provides guidance to decision-makers for the resource allocation needed when implementing WGS in diagnostics of hematological malignancies.
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Affiliation(s)
- Tharshini Thangavelu
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
- Department of Register and Statistics, The National Board of Health and Welfare, Stockholm, Sweden
| | - Valtteri Wirta
- Science for Life Laboratory, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Science for Life Laboratory, School of Engineering Sciences in Chemistry Biotechnology and Health, KTH Royal Instititute of Technology, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Stockholm, Sweden
| | - Christina Orsmark-Pietras
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
- Department of Clinical Genetics, Pathology, and Molecular Diagnostics, Office for Medical Services, Lund, Sweden
| | - Lucia Cavelier
- Clinical Genetics and Genomics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Thoas Fioretos
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
- Department of Clinical Genetics, Pathology, and Molecular Diagnostics, Office for Medical Services, Lund, Sweden
| | - Gisela Barbany
- Clinical Genetics and Genomics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Linda Olsson-Arvidsson
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
- Department of Clinical Genetics, Pathology, and Molecular Diagnostics, Office for Medical Services, Lund, Sweden
| | - Tatjana Pandzic
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Anna Staffas
- Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Richard Rosenquist
- Clinical Genetics and Genomics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Lars-Åke Levin
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
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27
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Koskela H, Li Y, Joutsiniemi T, Muranen T, Isoviita VM, Huhtinen K, Micoli G, Lavikka K, Marchi G, Hietanen S, Virtanen A, Hautaniemi S, Oikkonen J, Hynninen J. HRD related signature 3 predicts clinical outcome in advanced tubo-ovarian high-grade serous carcinoma. Gynecol Oncol 2024; 180:91-98. [PMID: 38061276 DOI: 10.1016/j.ygyno.2023.11.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 11/14/2023] [Accepted: 11/25/2023] [Indexed: 02/18/2024]
Abstract
OBJECTIVES We evaluated usability of single base substitution signature 3 (Sig3) as a biomarker for homologous recombination deficiency (HRD) in tubo-ovarian high-grade serous carcinoma (HGSC). MATERIALS AND METHODS This prospective observational trial includes 165 patients with advanced HGSC. Fresh tissue samples (n = 456) from multiple intra-abdominal areas at diagnosis and after neoadjuvant chemotherapy (NACT) were collected for whole-genome sequencing. Sig3 was assessed by fitting samples independently with COSMIC v3.2 reference signatures. An HR scar assay was applied for comparison. Progression-free survival (PFS) and overall survival (OS) were studied using Kaplan-Meier and Cox regression analysis. RESULTS Sig3 has a bimodal distribution, eliminating the need for an arbitrary cutoff typical in HR scar tests. Sig3 could be assessed from samples with low (10%) cancer cell proportion and was consistent between multiple samples and stable during NACT. At diagnosis, 74 (45%) patients were HRD (Sig3+), while 91 (55%) were HR proficient (HRP, Sig3-). Sig3+ patients had longer PFS and OS than Sig3- patients (22 vs. 13 months and 51 vs. 34 months respectively, both p < 0.001). Sig3 successfully distinguished the poor prognostic HRP group among BRCAwt patients (PFS 19 months for Sig3+ and 13 months for Sig3- patients, p < 0.001). However, Sig3 at diagnosis did not predict chemoresponse anymore in the first relapse. The patient-level concordance between Sig3 and HR scar assay was 87%, and patients with HRD according to both tests had the longest median PFS. CONCLUSIONS Sig3 is a prognostic marker in advanced HGSC and useful tool in patient stratification for HRD.
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Affiliation(s)
- Heidi Koskela
- Department of Obstetrics and Gynecology, University of Turku and Turku University Hospital, Turku, Finland
| | - Yilin Li
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Titta Joutsiniemi
- Department of Obstetrics and Gynecology, University of Turku and Turku University Hospital, Turku, Finland
| | - Taru Muranen
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Veli-Matti Isoviita
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Kaisa Huhtinen
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Institute of Biomedicine and FICAN West Cancer Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Giulia Micoli
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Kari Lavikka
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Giovanni Marchi
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Sakari Hietanen
- Department of Obstetrics and Gynecology, University of Turku and Turku University Hospital, Turku, Finland
| | - Anni Virtanen
- Department of Pathology, University of Helsinki and HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Sampsa Hautaniemi
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Jaana Oikkonen
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Johanna Hynninen
- Department of Obstetrics and Gynecology, University of Turku and Turku University Hospital, Turku, Finland.
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28
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Al Assaad M, Gundem G, Liechty B, Sboner A, Medina J, Papaemmanuil E, Sternberg CN, Marks A, Souweidane MM, Greenfield JP, Tran I, Snuderl M, Elemento O, Imielinski M, Pisapia DJ, Mosquera JM. The importance of escalating molecular diagnostics in patients with low-grade pediatric brain cancer. Cold Spring Harb Mol Case Stud 2023; 9:a006275. [PMID: 37652664 PMCID: PMC10815291 DOI: 10.1101/mcs.a006275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 07/31/2023] [Indexed: 09/02/2023] Open
Abstract
Pilocytic astrocytomas are the most common pediatric brain tumors, typically presenting as low-grade neoplasms. We report two cases of pilocytic astrocytoma with atypical tumor progression. Case 1 involves a 12-yr-old boy with an unresectable suprasellar tumor, negative for BRAF rearrangement but harboring a BRAF p.V600E mutation. He experienced tumor size reduction and stable disease following dabrafenib treatment. Case 2 describes a 6-yr-old boy with a thalamic tumor that underwent multiple resections, with no actionable driver detected using targeted next-generation sequencing. Whole-genome and RNA-seq analysis identified an internal tandem duplication in FGFR1 and RAS pathway activation. Future management options include FGFR1 inhibitors. These cases demonstrate the importance of escalating molecular diagnostics for pediatric brain cancer, advocating for early reflexing to integrative whole-genome sequencing and transcriptomic profiling when targeted panels are uninformative. Identifying molecular drivers can significantly impact treatment decisions and improve patient outcomes.
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Affiliation(s)
- Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065, USA
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York 10065, USA
| | | | - Benjamin Liechty
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065, USA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065, USA
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York 10065, USA
| | | | | | - Cora N Sternberg
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York 10065, USA
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell Medicine, New York, New York 10065, USA
| | - Asher Marks
- Pediatric Hematology/Oncology, Yale Medicine, New Haven, Connecticut 06520, USA
| | - Mark M Souweidane
- Pediatric Neurological Surgery, Weill Cornell Medicine, New York, New York 10065, USA
| | - Jeffrey P Greenfield
- Pediatric Neurological Surgery, Weill Cornell Medicine, New York, New York 10065, USA
| | - Ivy Tran
- Department of Pathology, NYU Langone Health and School of Medicine, New York, New York 10016, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health and School of Medicine, New York, New York 10016, USA
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York 10065, USA
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, New York 10065, USA
| | - Marcin Imielinski
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065, USA
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York 10065, USA
| | - David J Pisapia
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065, USA;
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York 10065, USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065, USA;
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York 10065, USA
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29
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Mendoza H, Siddon AJ. Molecular Techniques and Gene Mutations in Myelodysplastic Syndromes. Clin Lab Med 2023; 43:549-563. [PMID: 37865502 DOI: 10.1016/j.cll.2023.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2023]
Abstract
Sequencing technology, particularly next-generation sequencing, has highlighted the importance of gene mutations in myelodysplastic syndromes (MDSs). Mutations affecting DNA methylation, chromatin modification, RNA splicing, cohesin complex, and other pathways are present in most MDS cases and often have prognostic and clinical implications. Updated international diagnostic guidelines as well as the new International Prognostic Scoring System-Molecular incorporate molecular data into the diagnosis and prognostication of MDS. With whole-genome sequencing predicted to become the future standard of genetic evaluation, it is likely that MDS diagnosis and management will become increasingly personalized based on an individual's clinical and genomic profile.
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Affiliation(s)
- Hadrian Mendoza
- Department of Internal Medicine, Yale School of Medicine, PO Box 208030, New Haven, CT 06520, USA
| | - Alexa J Siddon
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA; Department of Pathology, Yale School of Medicine, New Haven, CT, USA.
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30
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Kinnaman MD, Zaccaria S, Makohon-Moore A, Arnold B, Levine MF, Gundem G, Arango Ossa JE, Glodzik D, Rodríguez-Sánchez MI, Bouvier N, Li S, Stockfisch E, Dunigan M, Cobbs C, Bhanot UK, You D, Mullen K, Melchor JP, Ortiz MV, O'Donohue TJ, Slotkin EK, Wexler LH, Dela Cruz FS, Hameed MR, Glade Bender JL, Tap WD, Meyers PA, Papaemmanuil E, Kung AL, Iacobuzio-Donahue CA. Subclonal Somatic Copy-Number Alterations Emerge and Dominate in Recurrent Osteosarcoma. Cancer Res 2023; 83:3796-3812. [PMID: 37812025 PMCID: PMC10646480 DOI: 10.1158/0008-5472.can-23-0385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 07/14/2023] [Accepted: 09/01/2023] [Indexed: 10/10/2023]
Abstract
Multiple large-scale genomic profiling efforts have been undertaken in osteosarcoma to define the genomic drivers of tumorigenesis, therapeutic response, and disease recurrence. The spatial and temporal intratumor heterogeneity could also play a role in promoting tumor growth and treatment resistance. We conducted longitudinal whole-genome sequencing of 37 tumor samples from 8 patients with relapsed or refractory osteosarcoma. Each patient had at least one sample from a primary site and a metastatic or relapse site. Subclonal copy-number alterations were identified in all patients except one. In 5 patients, subclones from the primary tumor emerged and dominated at subsequent relapses. MYC gain/amplification was enriched in the treatment-resistant clones in 6 of 7 patients with multiple clones. Amplifications in other potential driver genes, such as CCNE1, RAD21, VEGFA, and IGF1R, were also observed in the resistant copy-number clones. A chromosomal duplication timing analysis revealed that complex genomic rearrangements typically occurred prior to diagnosis, supporting a macroevolutionary model of evolution, where a large number of genomic aberrations are acquired over a short period of time followed by clonal selection, as opposed to ongoing evolution. A mutational signature analysis of recurrent tumors revealed that homologous repair deficiency (HRD)-related SBS3 increases at each time point in patients with recurrent disease, suggesting that HRD continues to be an active mutagenic process after diagnosis. Overall, by examining the clonal relationships between temporally and spatially separated samples from patients with relapsed/refractory osteosarcoma, this study sheds light on the intratumor heterogeneity and potential drivers of treatment resistance in this disease. SIGNIFICANCE The chemoresistant population in recurrent osteosarcoma is subclonal at diagnosis, emerges at the time of primary resection due to selective pressure from neoadjuvant chemotherapy, and is characterized by unique oncogenic amplifications.
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Affiliation(s)
- Michael D. Kinnaman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Regeneron Pharmaceuticals, Inc., Tarrytown, New York
| | - Simone Zaccaria
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, United Kingdom
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, United Kingdom
| | - Alvin Makohon-Moore
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Brian Arnold
- Department of Computer Science, Princeton University, Princeton, New Jersey
- Center for Statistics and Machine Learning, Princeton University, Princeton, New Jersey
| | - Max F. Levine
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gunes Gundem
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Juan E. Arango Ossa
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Dominik Glodzik
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Nancy Bouvier
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Shanita Li
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Emily Stockfisch
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marisa Dunigan
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Cassidy Cobbs
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Umesh K. Bhanot
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
- Precision Pathology Biobanking Center, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Katelyn Mullen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Gerstner Sloan Kettering Graduate School of Biomedical Sciences, New York, New York
| | - Jerry P. Melchor
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael V. Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Tara J. O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Emily K. Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Leonard H. Wexler
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Filemon S. Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Meera R. Hameed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Julia L. Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - William D. Tap
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Paul A. Meyers
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elli Papaemmanuil
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew L. Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Christine A. Iacobuzio-Donahue
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
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31
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Freycon C, Lupo PJ, Witkowski L, Budd C, Foulkes WD, Goudie C. A systematic review of the prevalence of pathogenic or likely pathogenic germline variants in individuals with FOXO1 fusion-positive rhabdomyosarcoma. Pediatr Blood Cancer 2023; 70:e30651. [PMID: 37638828 DOI: 10.1002/pbc.30651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 08/15/2023] [Accepted: 08/20/2023] [Indexed: 08/29/2023]
Abstract
Several cancer predisposition syndromes (CPS) are reported to predispose to rhabdomyosarcoma, most frequently in children with embryonal rhabdomyosarcoma. There are lingering questions over the role of CPS in individuals with alveolar rhabdomyosarcoma (ARMS), which are frequently driven by FOXO1 fusion oncoproteins. We conducted a systematic review to identify patients with FOXO1 fusion-positive ARMS (FP-ARMS) who underwent germline DNA sequencing. We estimated the prevalence of pathogenic/likely pathogenic (P/LP) variants in cancer predisposing genes (CPGs) and of CPSs. We included 19 publications reporting on 191 patients with FP-ARMS. P/LP variants in CPGs were identified in 26/191 (13.6%) patients, nine (4.9%) of which were associated with a CPS diagnosis. Evidence for causal associations between CPSs and FP-ARMS could not be assessed with available data from this review. Only one patient was affected with a CPS known to predispose to rhabdomyosarcoma, Li-Fraumeni syndrome. Typical CPS associations with rhabdomyosarcoma are rare, but not nonexistent, in patients with FP-ARMS. FOXO1 fusion status, alone, is insufficient for clinicians to rely on to distinguish between patients with/without CPS.
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Affiliation(s)
- Claire Freycon
- Department of Pediatrics, Division of Hematology-Oncology, Montreal Children's Hospital, McGill University Health Centre, Montreal, Quebec, Canada
- Department of Child Health and Human Development, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Philip J Lupo
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Leora Witkowski
- Department of Child Health and Human Development, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University Health Centre, Montreal, Quebec, Canada
| | - Crystal Budd
- Department of Child Health and Human Development, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | | | - Catherine Goudie
- Department of Pediatrics, Division of Hematology-Oncology, Montreal Children's Hospital, McGill University Health Centre, Montreal, Quebec, Canada
- Department of Child Health and Human Development, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
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32
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Mendelson NL, Al Assaad M, Hadi K, Manohar J, Sigouros M, Sboner A, Medina-Martínez JS, Elemento O, Jessurun J, Mosquera JM. Whole-genome Analysis Elucidates Complex Genomic Events in GLI1 -rearranged Enteric Tumor. Am J Surg Pathol 2023; 47:1192-1193. [PMID: 37489101 DOI: 10.1097/pas.0000000000002099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/26/2023]
Affiliation(s)
| | - Majd Al Assaad
- Department of Pathology and Laboratory Medicine
- Caryl and Israel Englander Institute for Precision Medicine
| | | | - Jyothi Manohar
- Caryl and Israel Englander Institute for Precision Medicine
| | | | - Andrea Sboner
- Department of Pathology and Laboratory Medicine
- Caryl and Israel Englander Institute for Precision Medicine
- Institute for Computational Biomedicine Weill Cornell Medicine
| | | | - Olivier Elemento
- Department of Pathology and Laboratory Medicine
- Caryl and Israel Englander Institute for Precision Medicine
- Institute for Computational Biomedicine Weill Cornell Medicine
| | | | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine
- Caryl and Israel Englander Institute for Precision Medicine
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33
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Wodeyar A, Marshall FA, Chu CJ, Eden UT, Kramer MA. Different methods to estimate the phase of neural rhythms agree, but only during times of low uncertainty. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.05.522914. [PMID: 37693592 PMCID: PMC10491120 DOI: 10.1101/2023.01.05.522914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Rhythms are a common feature of brain activity. Across different types of rhythms, the phase has been proposed to have functional consequences, thus requiring its accurate specification from noisy data. Phase is conventionally specified using techniques that presume a frequency band-limited rhythm. However, in practice, observed brain rhythms are typically non-sinusoidal and amplitude modulated. How these features impact methods to estimate phase remains unclear. To address this, we consider three phase estimation methods, each with different underlying assumptions about the rhythm. We apply these methods to rhythms simulated with different generative mechanisms and demonstrate inconsistency in phase estimates across the different methods. We propose two improvements to the practice of phase estimation: (1) estimating confidence in the phase estimate, and (2) examining the consistency of phase estimates between two (or more) methods.
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Affiliation(s)
- Anirudh Wodeyar
- Department of Mathematics & Statistics, Boston University, Boston MA, USA, 02215
| | - François A. Marshall
- Department of Mathematics & Statistics, Boston University, Boston MA, USA, 02215
| | - Catherine J. Chu
- Department of Neurology, Massachusetts General Hospital, Boston, MA; USA, 02215
- Harvard Medical School, Boston, MA, USA, 02114
| | - Uri T. Eden
- Department of Mathematics & Statistics, Boston University, Boston MA, USA, 02215
- Center for Systems Neuroscience, Boston University, Boston MA, USA, 02215
| | - Mark A. Kramer
- Department of Mathematics & Statistics, Boston University, Boston MA, USA, 02215
- Center for Systems Neuroscience, Boston University, Boston MA, USA, 02215
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34
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Wang F, Xu Y, Wang R, Zhang B, Smith N, Notaro A, Gaerlan S, Kutschera E, Kadash-Edmondson KE, Xing Y, Lin L. TEQUILA-seq: a versatile and low-cost method for targeted long-read RNA sequencing. Nat Commun 2023; 14:4760. [PMID: 37553321 PMCID: PMC10409798 DOI: 10.1038/s41467-023-40083-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 07/11/2023] [Indexed: 08/10/2023] Open
Abstract
Long-read RNA sequencing (RNA-seq) is a powerful technology for transcriptome analysis, but the relatively low throughput of current long-read sequencing platforms limits transcript coverage. One strategy for overcoming this bottleneck is targeted long-read RNA-seq for preselected gene panels. We present TEQUILA-seq, a versatile, easy-to-implement, and low-cost method for targeted long-read RNA-seq utilizing isothermally linear-amplified capture probes. When performed on the Oxford nanopore platform with multiple gene panels of varying sizes, TEQUILA-seq consistently and substantially enriches transcript coverage while preserving transcript quantification. We profile full-length transcript isoforms of 468 actionable cancer genes across 40 representative breast cancer cell lines. We identify transcript isoforms enriched in specific subtypes and discover novel transcript isoforms in extensively studied cancer genes such as TP53. Among cancer genes, tumor suppressor genes (TSGs) are significantly enriched for aberrant transcript isoforms targeted for degradation via mRNA nonsense-mediated decay, revealing a common RNA-associated mechanism for TSG inactivation. TEQUILA-seq reduces the per-reaction cost of targeted capture by 2-3 orders of magnitude, as compared to a standard commercial solution. TEQUILA-seq can be broadly used for targeted sequencing of full-length transcripts in diverse biomedical research settings.
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Affiliation(s)
- Feng Wang
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yang Xu
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Graduate Group in Genomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Wang
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Graduate Group in Genomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Beatrice Zhang
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Noah Smith
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Amber Notaro
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Samantha Gaerlan
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Eric Kutschera
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kathryn E Kadash-Edmondson
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yi Xing
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Lan Lin
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
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35
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Choo ZN, Imieliński M. Faster detection of somatic structural variants. Nat Biomed Eng 2023; 7:847-848. [PMID: 37217613 DOI: 10.1038/s41551-023-01039-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Affiliation(s)
- Zi-Ning Choo
- Tri-Institutional MD-PhD Program, Weill Cornell Medicine, New York, NY, USA
- New York Genome Center, New York, NY, USA
| | - Marcin Imieliński
- New York Genome Center, New York, NY, USA.
- Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, NY, USA.
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36
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Tao K, Yamazaki F, Kubo T, Sunami K, Kumamoto T, Arakawa A, Sugiyama M, Watanabe Y, Nakajima M, Shirakawa N, Tanimura K, Koyama T, Hirata M, Sudo K, Tanabe N, Watanabe T, Yoshida T, Kitami M, Yoshida A, Yatabe Y, Nakano Y, Ohira M, Kamijo T, Nakazawa A, Kato M, Ichimura K, Kohno T, Yamamoto N, Hishiki T, Ichikawa H, Ogawa C. Pediatric Precision Medicine at the National Cancer Center Japan: Prospective Genomic Study of Pediatric Patients with Cancer as Part of the TOP-GEAR Project. JCO Precis Oncol 2023; 7:e2200266. [PMID: 37410973 DOI: 10.1200/po.22.00266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 02/03/2023] [Accepted: 05/26/2023] [Indexed: 07/08/2023] Open
Abstract
PURPOSE This single-center, prospective molecular profiling study characterizes genomic alterations and identifies therapeutic targets in advanced pediatric solid tumors. METHODS As part of the TOP-GEAR (Trial of Onco-Panel for Gene profiling to Estimate both Adverse events and Response by cancer treatment) project at the National Cancer Center (NCC), Japan, we enrolled pediatric patients with a refractory or recurrent disease during August 2016-December 2021 and performed genomic analysis of matched tumors and blood using originally developed cancer gene panels, NCC Oncopanel (ver. 4.0) and NCC Oncopanel Ped (ver. 1.0). RESULTS Of 142 patients (age, 1-28 years) enrolled, 128 (90%) were evaluable for genomic analysis; 76 (59%) patients harbored at least one reportable somatic or germline alteration. The tumor samples were collected during the initial diagnosis in 65 (51%) patients, after treatment initiation in 11 (9%) patients, and upon either disease progression or relapse in 52 (41%) patients. The leading altered gene was TP53, followed by MYCN, MYC, CDKN2A, and CDK4. The commonly affected molecular processes were transcription, cell-cycle regulation, epigenetic modifiers, and RAS/mitogen-activated protein kinase signaling. Twelve (9%) patients carried pathogenic germline variants in cancer-predisposing genes. Potentially actionable findings were identified in 40 (31%) patients; to date, 13 (10%) patients have received the recommended therapy on the basis of their genomic profiles. Although four patients had access to targeted therapy through clinical trials, the agents were used in nine patients in an off-label setting. CONCLUSION The implementation of genomic medicine has furthered our understanding of tumor biology and provided new therapeutic strategies. However, the paucity of proposed agents limits the full potential of actionability, emphasizing the significance of facilitating access to targeted cancer therapies.
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Affiliation(s)
- Kayoko Tao
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
- Department of Clinical Genomics, National Cancer Center Research Institute, Tokyo, Japan
| | - Fumito Yamazaki
- Department of Clinical Genomics, National Cancer Center Research Institute, Tokyo, Japan
- Department of Pediatrics, School of Medicine, Keio University, Tokyo, Japan
| | - Takashi Kubo
- Department of Clinical Genomics, National Cancer Center Research Institute, Tokyo, Japan
- Department of Laboratory Medicine, National Cancer Center Hospital, Tokyo, Japan
| | - Kuniko Sunami
- Department of Laboratory Medicine, National Cancer Center Hospital, Tokyo, Japan
| | - Tadashi Kumamoto
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ayumu Arakawa
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Masanaka Sugiyama
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuko Watanabe
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Miho Nakajima
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Nami Shirakawa
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Kazuki Tanimura
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Takafumi Koyama
- Department of Experimental Therapeutics, National Cancer Center Hospital, Tokyo, Japan
| | - Makoto Hirata
- Department of Genetic Services and Medicine, National Cancer Center Hospital, Tokyo, Japan
| | - Kazuki Sudo
- Department of Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Noriko Tanabe
- Department of Genetic Services and Medicine, National Cancer Center Hospital, Tokyo, Japan
| | - Tomoko Watanabe
- Department of Genetic Services and Medicine, National Cancer Center Hospital, Tokyo, Japan
| | - Teruhiko Yoshida
- Department of Genetic Services and Medicine, National Cancer Center Hospital, Tokyo, Japan
| | - Mayuko Kitami
- Department of Laboratory Medicine, National Cancer Center Hospital, Tokyo, Japan
| | - Akihiko Yoshida
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Yasushi Yatabe
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Yoshiko Nakano
- Department of Clinical Genomics, National Cancer Center Research Institute, Tokyo, Japan
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Tokyo, Japan
- Department of Pediatrics, The University of Tokyo Hospital, Tokyo, Japan
| | - Miki Ohira
- Research Institute for Clinical Oncology, Saitama Cancer Center, Saitama, Japan
| | - Takehiko Kamijo
- Research Institute for Clinical Oncology, Saitama Cancer Center, Saitama, Japan
| | - Atsuko Nakazawa
- Department of Clinical Research, Saitama Children's Medical Center, Saitama, Japan
| | - Motohiro Kato
- Department of Pediatrics, The University of Tokyo Hospital, Tokyo, Japan
- Children's Cancer Center, National Center for Child Health and Development, Tokyo, Japan
| | - Koichi Ichimura
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Tokyo, Japan
- Department of Brain Disease Translational Research, Juntendo University Department of Brain Disease Translational Research, Juntendo University Graduate School of Medicine of Medicine, Tokyo, Japan
| | - Takashi Kohno
- Division of Translational Genomics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Tokyo, Japan
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Noboru Yamamoto
- Department of Experimental Therapeutics, National Cancer Center Hospital, Tokyo, Japan
| | - Tomoro Hishiki
- Department of Pediatric Surgery, Chiba University, Chiba, Japan
| | - Hitoshi Ichikawa
- Department of Clinical Genomics, National Cancer Center Research Institute, Tokyo, Japan
- Division of Translational Genomics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Tokyo, Japan
| | - Chitose Ogawa
- Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
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37
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Yang S, Kim SH, Kang M, Joo JY. Harnessing deep learning into hidden mutations of neurological disorders for therapeutic challenges. Arch Pharm Res 2023:10.1007/s12272-023-01450-5. [PMID: 37261600 DOI: 10.1007/s12272-023-01450-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 05/26/2023] [Indexed: 06/02/2023]
Abstract
The relevant study of transcriptome-wide variations and neurological disorders in the evolved field of genomic data science is on the rise. Deep learning has been highlighted utilizing algorithms on massive amounts of data in a human-like manner, and is expected to predict the dependency or druggability of hidden mutations within the genome. Enormous mutational variants in coding and noncoding transcripts have been discovered along the genome by far, despite of the fine-tuned genetic proofreading machinery. These variants could be capable of inducing various pathological conditions, including neurological disorders, which require lifelong care. Several limitations and questions emerge, including the use of conventional processes via limited patient-driven sequence acquisitions and decoding-based inferences as well as how rare variants can be deduced as a population-specific etiology. These puzzles require harnessing of advanced systems for precise disease prediction, drug development and drug applications. In this review, we summarize the pathophysiological discoveries of pathogenic variants in both coding and noncoding transcripts in neurological disorders, and the current advantage of deep learning applications. In addition, we discuss the challenges encountered and how to outperform them with advancing interpretation.
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Affiliation(s)
- Sumin Yang
- Department of Pharmacy, College of Pharmacy, Hanyang University, Rm 407, Bldg.42, 55 Hanyangdaehak-Ro, Sangnok-Gu Ansan, Ansan, Gyeonggi-Do, 15588, Republic of Korea
| | - Sung-Hyun Kim
- Department of Pharmacy, College of Pharmacy, Hanyang University, Rm 407, Bldg.42, 55 Hanyangdaehak-Ro, Sangnok-Gu Ansan, Ansan, Gyeonggi-Do, 15588, Republic of Korea
| | - Mingon Kang
- Department of Computer Science, University of Nevada, Las Vegas, NV, 89154, USA
| | - Jae-Yeol Joo
- Department of Pharmacy, College of Pharmacy, Hanyang University, Rm 407, Bldg.42, 55 Hanyangdaehak-Ro, Sangnok-Gu Ansan, Ansan, Gyeonggi-Do, 15588, Republic of Korea.
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38
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Tsang ES, Csizmok V, Williamson LM, Pleasance E, Topham JT, Karasinska JM, Titmuss E, Schrader I, Yip S, Tessier-Cloutier B, Mungall K, Ng T, Sun S, Lim HJ, Loree JM, Laskin J, Marra MA, Jones SJM, Schaeffer DF, Renouf DJ. Homologous recombination deficiency signatures in gastrointestinal and thoracic cancers correlate with platinum therapy duration. NPJ Precis Oncol 2023; 7:31. [PMID: 36964191 PMCID: PMC10039042 DOI: 10.1038/s41698-023-00368-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 03/08/2023] [Indexed: 03/26/2023] Open
Abstract
There is emerging evidence about the predictive role of homologous recombination deficiency (HRD), but this is less defined in gastrointestinal (GI) and thoracic malignancies. We reviewed whole genome (WGS) and transcriptomic (RNA-Seq) data from advanced GI and thoracic cancers in the Personalized OncoGenomics trial (NCT02155621) to evaluate HRD scores and single base substitution (SBS)3, which is associated with BRCA1/2 mutations and potentially predictive of defective HRD. HRD scores were calculated by sum of loss of heterozygosity, telomeric allelic imbalance, and large-scale state transitions scores. Regression analyses examined the association between HRD and time to progression on platinum (TTPp). We included 223 patients with GI (n = 154) or thoracic (n = 69) malignancies. TTPp was associated with SBS3 (p < 0.01) but not HRD score in patients with GI malignancies, whereas neither was associated with TTPp in thoracic malignancies. Tumors with gBRCA1/2 mutations and a somatic second alteration exhibited high SBS3 and HRD scores, but these signatures were also present in several tumors with germline but no somatic second alterations, suggesting silencing of the wild-type allele or BRCA1/2 haploinsufficiency. Biallelic inactivation of an HR gene, including loss of XRCC2 and BARD1, was identified in BRCA1/2 wild-type HRD tumors and these patients had prolonged response to platinum. Thoracic cases with high HRD score were associated with high RECQL5 expression (p ≤ 0.025), indicating another potential mechanism of HRD. SBS3 was more strongly associated with TTPp in patients with GI malignancies and may be complementary to using HRD and BRCA status in identifying patients who benefit from platinum therapy.
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Affiliation(s)
- Erica S Tsang
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
- Pancreas Centre BC, Vancouver, BC, Canada
| | - Veronika Csizmok
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Laura M Williamson
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Erin Pleasance
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | | | | | - Emma Titmuss
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Intan Schrader
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Stephen Yip
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Basile Tessier-Cloutier
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Karen Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Tony Ng
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Sophie Sun
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
| | - Howard J Lim
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
| | - Jonathan M Loree
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
| | - Janessa Laskin
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
| | - Marco A Marra
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Steven J M Jones
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Vancouver, BC, Canada
| | - David F Schaeffer
- Pancreas Centre BC, Vancouver, BC, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Daniel J Renouf
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada.
- Pancreas Centre BC, Vancouver, BC, Canada.
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39
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Muñoz-Espinoza C, Meneses M, Hinrichsen P. Transcriptomic Approach for Global Distribution of SNP/Indel and Plant Genotyping. Methods Mol Biol 2023; 2638:147-164. [PMID: 36781640 DOI: 10.1007/978-1-0716-3024-2_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
Single Nucleotide Polymorphisms (SNPs) are the most common structural variants found in any genome. They have been used for different genetic studies, from the understanding of genetic structure of populations to the development of breeding selection markers. In this chapter we present the use of transcriptomic data obtained from contrasting phenotypes for a target trait, in searching of SNPs and insertions/deletions (InDels). This approach has the advantage that the identified markers are in or close to differentially expressed genes, and so they have higher chances to tag the genes underlying the phenotypic expression of a particular trait.
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Affiliation(s)
| | - Marco Meneses
- Instituto de Investigaciones Agropecuarias, INIA La Platina, Santiago, Chile
| | - Patricio Hinrichsen
- Instituto de Investigaciones Agropecuarias, INIA La Platina, Santiago, Chile.
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40
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Villani A, Davidson S, Kanwar N, Lo WW, Li Y, Cohen-Gogo S, Fuligni F, Edward LM, Light N, Layeghifard M, Harripaul R, Waldman L, Gallinger B, Comitani F, Brunga L, Hayes R, Anderson ND, Ramani AK, Yuki KE, Blay S, Johnstone B, Inglese C, Hammad R, Goudie C, Shuen A, Wasserman JD, Venier RE, Eliou M, Lorenti M, Ryan CA, Braga M, Gloven-Brown M, Han J, Montero M, Spatare F, Whitlock JA, Scherer SW, Chun K, Somerville MJ, Hawkins C, Abdelhaleem M, Ramaswamy V, Somers GR, Kyriakopoulou L, Hitzler J, Shago M, Morgenstern DA, Tabori U, Meyn S, Irwin MS, Malkin D, Shlien A. The clinical utility of integrative genomics in childhood cancer extends beyond targetable mutations. NATURE CANCER 2023; 4:203-221. [PMID: 36585449 PMCID: PMC9970873 DOI: 10.1038/s43018-022-00474-y] [Citation(s) in RCA: 61] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 11/02/2022] [Indexed: 12/31/2022]
Abstract
We conducted integrative somatic-germline analyses by deeply sequencing 864 cancer-associated genes, complete genomes and transcriptomes for 300 mostly previously treated children and adolescents/young adults with cancer of poor prognosis or with rare tumors enrolled in the SickKids Cancer Sequencing (KiCS) program. Clinically actionable variants were identified in 56% of patients. Improved diagnostic accuracy led to modified management in a subset. Therapeutically targetable variants (54% of patients) were of unanticipated timing and type, with over 20% derived from the germline. Corroborating mutational signatures (SBS3/BRCAness) in patients with germline homologous recombination defects demonstrates the potential utility of PARP inhibitors. Mutational burden was significantly elevated in 9% of patients. Sequential sampling identified changes in therapeutically targetable drivers in over one-third of patients, suggesting benefit from rebiopsy for genomic analysis at the time of relapse. Comprehensive cancer genomic profiling is useful at multiple points in the care trajectory for children and adolescents/young adults with cancer, supporting its integration into early clinical management.
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Affiliation(s)
- Anita Villani
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Scott Davidson
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada.,Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nisha Kanwar
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Winnie W Lo
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Yisu Li
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sarah Cohen-Gogo
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Fabio Fuligni
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Lisa-Monique Edward
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Nicholas Light
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada.,Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Mehdi Layeghifard
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Ricardo Harripaul
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Larissa Waldman
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.,Cancer Genetics and High-Risk Program, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Bailey Gallinger
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.,Department of Genetic Counselling, University of Toronto, Toronto, Ontario, Canada.,Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Federico Comitani
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Ledia Brunga
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Reid Hayes
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Nathaniel D Anderson
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Arun K Ramani
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada.,Center for Computational Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kyoko E Yuki
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Sasha Blay
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Brittney Johnstone
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.,Cancer Genetics and High-Risk Program, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Cara Inglese
- Department of Genetic Counselling, University of Toronto, Toronto, Ontario, Canada.,Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rawan Hammad
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Division of Hematology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Catherine Goudie
- Division of Hematology-Oncology, McGill University Health Centre, Montreal, Quebec, Canada.,Department of Pediatrics, McGill University, Montreal, Quebec, Canada
| | - Andrew Shuen
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Jonathan D Wasserman
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada.,Division of Endocrinology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rosemarie E Venier
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.,Department of Genetic Counselling, University of Toronto, Toronto, Ontario, Canada
| | - Marianne Eliou
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Miranda Lorenti
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Carol Ann Ryan
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Michael Braga
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Meagan Gloven-Brown
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jianan Han
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Maria Montero
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Famida Spatare
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - James A Whitlock
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Stephen W Scherer
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.,McLaughlin Centre, University of Toronto, Toronto, Ontario, Canada
| | - Kathy Chun
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Martin J Somerville
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Cynthia Hawkins
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Mohamed Abdelhaleem
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Vijay Ramaswamy
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Gino R Somers
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Lianna Kyriakopoulou
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Johann Hitzler
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada.,Developmental and Stem Cell Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada
| | - Mary Shago
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Daniel A Morgenstern
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Uri Tabori
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Stephen Meyn
- Center for Human Genomics and Precision Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Meredith S Irwin
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - David Malkin
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada. .,Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada. .,Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada.
| | - Adam Shlien
- Genetics and Genome Biology, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada. .,Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada.
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41
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O’Donohue T, Sait SF, Bender JG. Progress in precision therapy in pediatric oncology. Curr Opin Pediatr 2023; 35:41-47. [PMID: 36377257 PMCID: PMC9812924 DOI: 10.1097/mop.0000000000001198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE OF REVIEW The fields of precision medicine and cancer genomics in pediatric oncology are rapidly evolving. Novel diagnostic tools are critical in refining cancer diagnoses, stratifying patient risk, and informing treatment decisions. This review is timely and relevant as it discusses advantages and drawbacks of common molecular profiling techniques and highlights novel platforms, which may address select limitations. We discuss recent publications demonstrating utility of large-scale molecular profiling and feasibility and logistics of matching targeted therapies to patients. RECENT FINDINGS We describe the increased accessibility of next-generation sequencing, complementary profiling methods, and strategies to guide treatment decisions. We describe curation and sharing of large genomic datasets and novel mechanisms to obtain matched targeted therapies. Importantly, we discuss relevant publications in distinct disease domains that support indications for evidence-based precision therapy. Lastly, we introduce the incremental analyses that can be obtained via whole-genome and transcriptome sequencing. SUMMARY Here we highlight high-yield clinical scenarios of precision medicine approaches and identify the ongoing challenges including universally defining clinical actionability, optimizing trial design to account for molecular heterogeneity while acknowledging limitations in patient accrual, expanding access to molecularly targeted therapies, and validating new tools and technology to aid in precision medicine therapeutic approaches.
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Affiliation(s)
- Tara O’Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sameer Farouk Sait
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Julia Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
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42
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Kinnaman MD, Zaccaria S, Makohon-Moore A, Arnold B, Levine M, Gundem G, Ossa JEA, Glodzik D, Rodríguez-Sánchez MI, Bouvier N, Li S, Stockfisch E, Dunigan M, Cobbs C, Bhanot U, You D, Mullen K, Melchor J, Ortiz MV, O'Donohue T, Slotkin E, Wexler LH, Dela Cruz FS, Hameed M, Glade Bender JL, Tap WD, Meyers PA, Papaemmanuil E, Kung AL, Iacobuzio-Donahue CA. Subclonal somatic copy number alterations emerge and dominate in recurrent osteosarcoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.05.522765. [PMID: 36711976 PMCID: PMC9881990 DOI: 10.1101/2023.01.05.522765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Multiple large-scale tumor genomic profiling efforts have been undertaken in osteosarcoma, however, little is known about the spatial and temporal intratumor heterogeneity and how it may drive treatment resistance. We performed whole-genome sequencing of 37 tumor samples from eight patients with relapsed or refractory osteosarcoma. Each patient had at least one sample from a primary site and a metastatic or relapse site. We identified subclonal copy number alterations in all but one patient. We observed that in five patients, a subclonal copy number clone from the primary tumor emerged and dominated at subsequent relapses. MYC gain/amplification was enriched in the treatment-resistant clone in 6 out of 7 patients with more than one clone. Amplifications in other potential driver genes, such as CCNE1, RAD21, VEGFA, and IGF1R, were also observed in the resistant copy number clones. Our study sheds light on intratumor heterogeneity and the potential drivers of treatment resistance in osteosarcoma.
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Affiliation(s)
- Michael D Kinnaman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Simone Zaccaria
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
| | - Alvin Makohon-Moore
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ, USA (current affiliation)
- Georgetown University Lombardi Comprehensive Cancer Center, Washington, DC, USA (current affiliation)
| | - Brian Arnold
- Department of Computer Science, Princeton University, Princeton, NJ, USA
- Center for Statistics and Machine Learning, Princeton University, Princeton, NJ, USA
| | - Max Levine
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Isabl, New York, NY, USA (current affiliation)
| | - Gunes Gundem
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Juan E Arango Ossa
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dominik Glodzik
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA (current affiliation)
| | - M Irene Rodríguez-Sánchez
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Wunderman Thompson Health, New York, NY, USA (current affiliation)
| | - Nancy Bouvier
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- IT and Digital Initiatives, Memorial Sloan Kettering Cancer Center, New York, NY, USA (current affiliation)
| | - Shanita Li
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emily Stockfisch
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marisa Dunigan
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Cassidy Cobbs
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Umesh Bhanot
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Precision Pathology Biobanking Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Katelyn Mullen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Gerstner Sloan Kettering Graduate School of Biomedical Sciences, New York, NY, USA
| | - Jerry Melchor
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael V Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tara O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emily Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Leonard H Wexler
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Meera Hameed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julia L Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - William D Tap
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Paul A Meyers
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elli Papaemmanuil
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christine A Iacobuzio-Donahue
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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43
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Pastorino F, Capasso M, Brignole C, Lasorsa VA, Bensa V, Perri P, Cantalupo S, Giglio S, Provenzi M, Rabusin M, Pota E, Cellini M, Tondo A, De Ioris MA, Sementa AR, Garaventa A, Ponzoni M, Amoroso L. Therapeutic Targeting of ALK in Neuroblastoma: Experience of Italian Precision Medicine in Pediatric Oncology. Cancers (Basel) 2023; 15:cancers15030560. [PMID: 36765519 PMCID: PMC9913103 DOI: 10.3390/cancers15030560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/11/2023] [Accepted: 01/13/2023] [Indexed: 01/18/2023] Open
Abstract
Neuroblastoma (NB) is the most common extracranial solid tumor in childhood. Patients with relapsed/refractory disease have a poor prognosis, and additional therapeutic options are needed. Mutations and amplifications in the ALK (Anaplastic Lymphoma Kinase) gene constitute a key target for treatment. Our goal, within the Italian project of PeRsonalizEdMEdicine (PREME), was to evaluate the genomic status of patients with relapsed/refractory NB and to implement targeted therapies in those with targetable mutations. From November 2018 to November 2021, we performed Whole Exome Sequencing or Targeted Gene Panel Sequencing in relapsed/refractory NB patients in order to identify druggable variants. Activating mutations of ALK were identified in 8(28.57%) of 28 relapsed/refractory NB patients. The mutation p.F1174L was found in six patients, whereas p.R1275Q was found in one and the unknown mutation p.S104R in another. Three patients died before treatment could be started, while five patients received crizotinib: two in monotherapy (one with p.F1174L and the other with p.S104R) and three (with p.F1174L variant) in combination with chemotherapy. All treated patients showed a clinical improvement, and one had complete remission after two cycles of combined treatment. The most common treatment-related toxicities were hematological. ALK inhibitors may play an important role in the treatment of ALK-mutated NB patients.
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Affiliation(s)
- Fabio Pastorino
- UOSD Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy
| | - Mario Capasso
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, Via Pansini 5, 80131 Napoli, Italy
- CEINGE Biotecnologie Avanzate, Via G. Salvatore, 486, 80145 Napoli, Italy
| | - Chiara Brignole
- UOSD Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy
| | - Vito A. Lasorsa
- CEINGE Biotecnologie Avanzate, Via G. Salvatore, 486, 80145 Napoli, Italy
| | - Veronica Bensa
- UOSD Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy
| | - Patrizia Perri
- UOSD Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy
| | - Sueva Cantalupo
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, Via Pansini 5, 80131 Napoli, Italy
- CEINGE Biotecnologie Avanzate, Via G. Salvatore, 486, 80145 Napoli, Italy
| | - Serena Giglio
- UO Pediatria-Neonatologia/Nido PO A. Ajello ASP Trapani, 91100 Trapani, Italy
| | - Massimo Provenzi
- Pediatric Oncology, Ospedale Papa Giovanni XXIII, Piazza Organizzazione Mondiale Sanità 1, 24127 Bergamo, Italy
| | - Marco Rabusin
- Department of Pediatrics, Institute for Maternal and Child Health, IRCCS Burlo Garofolo, Via dell’Istria 65/1, 34137 Trieste, Italy
| | - Elvira Pota
- UOSD di Ematologia ed Oncologia Pediatrica, Università Degli Studi Della Campania “Luigi Vanvitelli,” Piazza Luigi Miraglia 2, 80138 Napoli, Italy
| | - Monica Cellini
- Division of Paediatric Hemato-Oncology, University Hospital Azienda Policlinico di Modena, Via del Pozzo 71, 41124 Modena, Italy
| | - Annalisa Tondo
- Department of Hematology-Oncology, Anna Meyer Children’s Hospital, VialePieraccini 24, 50139 Firenze, Italy
| | - Maria A. De Ioris
- Department of Paediatric Haematology/Oncology, and Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, 00165 Rome, Italy
| | - Angela R. Sementa
- Dipartimento di Patologia, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy
| | - Alberto Garaventa
- UOC Oncologia, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy
| | - Mirco Ponzoni
- UOSD Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy
- Correspondence: ; Tel.: +39-01056363539; Fax: +39-0103779820
| | - Loredana Amoroso
- UOC Oncologia, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy
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Cazzola M. Risk stratifying MDS in the time of precision medicine. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2022; 2022:375-381. [PMID: 36485160 PMCID: PMC9821394 DOI: 10.1182/hematology.2022000349] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Myelodysplastic syndromes (MDS) are myeloid neoplasms characterized by morphologic dysplasia, persistent cytopenia, and a variable risk of evolution to acute myeloid leukemia (AML). Risk stratification is crucial in a patient-centered approach to the treatment of MDS. Based on hematologic parameters and cytogenetic abnormalities, the Revised International Prognostic Scoring System is currently used for this purpose. In the past years, the use of massively parallel DNA sequencing has clarified the genetic basis of MDS and has enabled development of novel diagnostic and prognostic approaches. When conventional cytogenetics is combined with gene sequencing, more than 90% of patients are found to carry a somatic genetic lesion. In addition, a portion of patients has germline variants that predispose them to myeloid neoplasms. The recently developed International Consensus Classification of MDS includes new entities that are molecularly defined-namely, SF3B1-mutant and TP53-mutant MDS. The International Working Group for Prognosis in MDS has just developed the International Prognostic Scoring System-Molecular (IPSS-M) for MDS, which considers hematologic parameters, cytogenetic abnormalities, and somatic gene mutations. The IPSS-M score is personalized and can be obtained using a web-based calculator that returns not only the individual score but also the expected leukemia-free survival, overall survival, and risk of AML transformation. Providing an efficient risk stratification of patients with MDS, the IPSS-M represents a valuable tool for individual risk assessment and treatment decisions.
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Affiliation(s)
- Mario Cazzola
- Fondazione IRCCS Policlinico San Matteo and University of Pavia, Pavia, Italy
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Cuppen E, Elemento O, Rosenquist R, Nikic S, IJzerman M, Zaleski ID, Frederix G, Levin LÅ, Mullighan CG, Buettner R, Pugh TJ, Grimmond S, Caldas C, Andre F, Custers I, Campo E, van Snellenberg H, Schuh A, Nakagawa H, von Kalle C, Haferlach T, Fröhling S, Jobanputra V. Implementation of Whole-Genome and Transcriptome Sequencing Into Clinical Cancer Care. JCO Precis Oncol 2022; 6:e2200245. [PMID: 36480778 PMCID: PMC10166391 DOI: 10.1200/po.22.00245] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 09/30/2022] [Accepted: 09/21/2022] [Indexed: 12/13/2022] Open
Abstract
PURPOSE The combination of whole-genome and transcriptome sequencing (WGTS) is expected to transform diagnosis and treatment for patients with cancer. WGTS is a comprehensive precision diagnostic test that is starting to replace the standard of care for oncology molecular testing in health care systems around the world; however, the implementation and widescale adoption of this best-in-class testing is lacking. METHODS Here, we address the barriers in integrating WGTS for cancer diagnostics and treatment selection and answer questions regarding utility in different cancer types, cost-effectiveness and affordability, and other practical considerations for WGTS implementation. RESULTS We review the current studies implementing WGTS in health care systems and provide a synopsis of the clinical evidence and insights into practical considerations for WGTS implementation. We reflect on regulatory, costs, reimbursement, and incidental findings aspects of this test. CONCLUSION WGTS is an appropriate comprehensive clinical test for many tumor types and can replace multiple, cascade testing approaches currently performed. Decreasing sequencing cost, increasing number of clinically relevant aberrations and discovery of more complex biomarkers of treatment response, should pave the way for health care systems and laboratories in implementing WGTS into clinical practice, to transform diagnosis and treatment for patients with cancer.
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Affiliation(s)
- Edwin Cuppen
- Hartwig Medical Foundation, Amsterdam, the Netherlands
- Center for Molecular Medicine and Oncode Institute, University Medical Center, Utrecht, the Netherlands
| | - Olivier Elemento
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY
| | - Richard Rosenquist
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics, Karolinska University Hospital, Solna, Sweden
| | - Svetlana Nikic
- Illumina Productos de España, S.L.U., Plaza Pablo Ruiz Picasso, Madrid, Spain
| | - Maarten IJzerman
- Erasmus School of Health Policy & Management, Erasmus University, Rotterdam, the Netherlands
- Centre for Cancer Research, University of Melbourne, Melbourne, Australia
| | - Isabelle Durand Zaleski
- Université de Paris, CRESS, INSERM, INRA, URCEco, AP-HP, Hôpital de l'Hôtel Dieu, Paris, France
| | - Geert Frederix
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
| | - Lars-Åke Levin
- Department of Health, Medicine and Caring Sciences (HMV), Linköping University, Linköping, Sweden
| | | | | | - Trevor J. Pugh
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Sean Grimmond
- Centre for Cancer Research, University of Melbourne, Melbourne, Australia
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology, University of Cambridge, Cambridge, United Kingdom
| | | | | | - Elias Campo
- Institut d’Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red, Cáncer (CIBERONC), Madrid, Spain
- Hematopathology Unit, Hospital Clínic of Barcelona, Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | | | - Anna Schuh
- University of Oxford, Oxford, United Kingdom
| | - Hidewaki Nakagawa
- Laboratory for Cancer Genomics, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
| | - Christof von Kalle
- Berlin Institute of Health at Charité—Universitätsmedizin Berlin, Clinical Study Center, Berlin, Germany
| | | | - Stefan Fröhling
- Division of Translational Medical Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Vaidehi Jobanputra
- New York Genome Center; Department of Pathology, Columbia University Irving Medical Center, New York, NY
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Abstract
PURPOSE OF REVIEW The development of high-throughput techniques like next-generation sequencing (NGS) has unraveled the genetic profile of cancer. In this review, we discuss the role of NGS on the diagnostic, risk stratification, and follow-up of patients with acute myeloid leukemia (AML). RECENT FINDINGS NGS has become an essential tool in clinical practice for AML management. Therefore, efforts are being made to improve its applications, automation, and turnaround time. Other high-throughput techniques, such as whole genome sequencing or RNA-sequencing, can be also used to this end. However, not all institutions may be able to implement these approaches. NGS is being investigated for measurable residual disease (MRD) assessment, especially with the development of error-correction NGS. New data analysis approaches like machine learning are being investigated in order to integrate genomic and clinical data and develop comprehensive classifications and risk scores. SUMMARY NGS has proven to be a useful approach for the analysis of genomic alterations in patients with AML, which aids patient management. Current research is being directed at reducing turnaround time and simplifying processes so that these techniques can be universally integrated into clinical practice.
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Affiliation(s)
- Marta Llop
- Molecular Biology Unit, Service of Clinical Analysis. Hospital Universitari i Politècnic La Fe
- CIBERONC CB16/12/00284
| | - Claudia Sargas
- Instituto de Investigación Sanitaria La Fe, Valencia, Spain
| | - Eva Barragán
- Molecular Biology Unit, Service of Clinical Analysis. Hospital Universitari i Politècnic La Fe
- CIBERONC CB16/12/00284
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Pediatric precision oncology-Time for clinical prime time. MED 2022; 3:521-522. [PMID: 35963231 DOI: 10.1016/j.medj.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Recent prospective molecular tumor-profiling studies in pediatric cancer patients across a variety of different healthcare systems have highlighted both the feasibility and clinical utility of this approach. The current study by Church and colleagues in Nature Medicine1 has further substantiated this and laid the groundwork for a systematic collaborative approach to pediatric precision oncology in the US.
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Beer PA, Biankin AV. Bridging the implementation gap: delivering complex genomic analysis for routine cancer care. Ann Oncol 2022; 33:857-859. [PMID: 35931317 DOI: 10.1016/j.annonc.2022.06.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 06/30/2022] [Indexed: 11/30/2022] Open
Affiliation(s)
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland G61 1QH, United Kingdom; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow G31 2ER UNITED KINGDOM; South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Liverpool NSW 2170, AUSTRALIA
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