1
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Teot LA, Schneider M, Thorner AR, Tian J, Chi YY, Ducar M, Lin L, Wlodarski M, Grier HE, Fletcher CDM, van Hummelen P, Skapek SX, Hawkins DS, Wagers AJ, Rodriguez-Galindo C, Hettmer S. Clinical and mutational spectrum of highly differentiated, paired box 3:forkhead box protein o1 fusion-negative rhabdomyosarcoma: A report from the Children's Oncology Group. Cancer 2018; 124:1973-1981. [PMID: 29461635 DOI: 10.1002/cncr.31286] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Revised: 12/19/2017] [Accepted: 01/03/2018] [Indexed: 12/19/2022]
Abstract
BACKGROUND Pediatric paired box 3:forkhead box protein O1 fusion-negative (PF-) rhabdomyosarcoma (RMS) represents a diverse spectrum of tumors with marked differences in histology, myogenic differentiation, and clinical behavior. METHODS This study sought to evaluate the clinical and mutational spectrum of 24 pediatric PF- human RMS tumors with high levels of myogenic differentiation. Tumors were sequenced with OncoPanel v.2, a panel consisting of the coding regions of 504 genes previously linked to human cancer. RESULTS Most of the tumors (19 of 24) arose at head/neck or genitourinary sites, and the overall survival rate was 100% with a median follow-up time of 4.6 years (range, 1.4-8.6 years). RAS pathway gene mutations were the most common mutations in PF-, highly differentiated RMS tumors. In addition, Hedgehog (Hh) and mechanistic target of rapamycin (mTOR) gene mutations with evidence for functional relevance (high-impact) were identified in subsets of tumors. The presence of Hh and mTOR pathway gene mutations was mutually exclusive and was associated with high-impact RAS pathway gene mutations in 3 of 4 Hh-mutated tumors and in 1 of 6 mTOR-mutated tumors. CONCLUSIONS Interestingly, Hh and mTOR gene mutations were previously associated with rhabdomyomas, which are also known to preferentially arise at head/neck and genitourinary sites. Findings from this study further support the idea that PF-, highly differentiated RMS tumors and rhabdomyomas may represent a continuous spectrum of tumors. Cancer 2018;124:1973-81. © 2018 American Cancer Society.
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Affiliation(s)
- Lisa A Teot
- Department of Pathology, Boston Children's Hospital, Boston, Massachusetts
| | - Michaela Schneider
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, Faculty of Medicine, University of Freiburg, Germany
| | - Aaron R Thorner
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jing Tian
- Department of Biostatistics, University of Florida, Gainesville, Florida
| | - Yueh-Yun Chi
- Department of Biostatistics, University of Florida, Gainesville, Florida
| | - Matthew Ducar
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ling Lin
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Marcin Wlodarski
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, Faculty of Medicine, University of Freiburg, Germany
| | - Holcombe E Grier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | | | - Paul van Hummelen
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Stephen X Skapek
- Division of Hematology/Oncology, Children's Medical Center, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Douglas S Hawkins
- Division of Hematology/Oncology, Seattle Children's Hospital, University of Washington, Seattle, Washington
- Fred Hutchinson Cancer Center, Seattle, Washington
| | - Amy J Wagers
- Harvard Stem Cell Institute, Cambridge, Massachusetts
- Department of Stem Cell and Regenerative Biology, Joslin Diabetes Center, Boston, Massachusetts
- Paul F. Glenn Center for the Biology of Aging at Harvard Medical School, Boston, Massachusetts
| | - Carlos Rodriguez-Galindo
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Simone Hettmer
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, Faculty of Medicine, University of Freiburg, Germany
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2
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Gangadhar TC, Savitch SL, Yee SS, Xu W, Huang AC, Harmon S, Lieberman DB, Soucier D, Fan R, Black TA, Morrissette JJD, Salathia N, Waters J, Zhang S, Toung J, van Hummelen P, Fan JB, Xu X, Amaravadi RK, Schuchter LM, Karakousis GC, Hwang WT, Carpenter EL. Feasibility of monitoring advanced melanoma patients using cell-free DNA from plasma. Pigment Cell Melanoma Res 2018; 31:73-81. [PMID: 28786531 PMCID: PMC5742050 DOI: 10.1111/pcmr.12623] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Accepted: 07/31/2017] [Indexed: 12/24/2022]
Abstract
To determine the feasibility of liquid biopsy for monitoring of patients with advanced melanoma, cell-free DNA was extracted from plasma for 25 Stage III/IV patients, most (84.0%) having received previous therapy. DNA concentrations ranged from 0.6 to 390.0 ng/ml (median = 7.8 ng/ml) and were positively correlated with tumor burden as measured by imaging (Spearman rho = 0.5435, p = .0363). Using ultra-deep sequencing for a 61-gene panel, one or more mutations were detected in 12 of 25 samples (48.0%), and this proportion did not vary significantly for patients on or off therapy at the time of blood draw (52.9% and 37.5% respectively; p = .673). Sixteen mutations were detected in eight different genes, with the most frequent mutations detected in BRAF, NRAS, and KIT. Allele fractions ranged from 1.1% to 63.2% (median = 29.1%). Among patients with tissue next-generation sequencing, nine of 11 plasma mutations were also detected in matched tissue, for a concordance of 81.8%.
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Affiliation(s)
- Tara C. Gangadhar
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Samantha L. Savitch
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Stephanie S. Yee
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Wei Xu
- Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Alexander C. Huang
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Institue for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Parker Institute of Immunotherapy at the University of Pennsylvania
| | - Shannon Harmon
- Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - David B. Lieberman
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Devon Soucier
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Ryan Fan
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Taylor A. Black
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Jennifer J. D. Morrissette
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | | | | | | | | | | | | | - Xiaowei Xu
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Ravi K. Amaravadi
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Lynn M. Schuchter
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | | | - Wei-Ting Hwang
- Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Department of Biostatistics & Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Erica L. Carpenter
- Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
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3
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Shankar GM, Abedalthagafi M, Vaubel RA, Merrill PH, Nayyar N, Gill CM, Brewster R, Bi WL, Agarwalla PK, Thorner AR, Reardon DA, Al-Mefty O, Wen PY, Alexander BM, van Hummelen P, Batchelor TT, Ligon KL, Ligon AH, Meyerson M, Dunn IF, Beroukhim R, Louis DN, Perry A, Carter SL, Giannini C, Curry WT, Cahill DP, Barker FG, Brastianos PK, Santagata S. Germline and somatic BAP1 mutations in high-grade rhabdoid meningiomas. Neuro Oncol 2017; 19:535-545. [PMID: 28170043 DOI: 10.1093/neuonc/now235] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 10/04/2016] [Indexed: 12/30/2022] Open
Abstract
Background Patients with meningiomas have widely divergent clinical courses. Some entirely recover following surgery alone, while others have relentless tumor recurrences. This clinical conundrum is exemplified by rhabdoid meningiomas, which are designated in the World Health Organization Classification of Tumours as high grade, despite only a subset following an aggressive clinical course. Patient management decisions are further exacerbated by high rates of interobserver variability, biased against missing possibly aggressive tumors. Objective molecular determinants are needed to guide classification and clinical decision making. Methods To define genomic aberrations of rhabdoid meningiomas, we performed sequencing of cancer-related genes in 27 meningiomas from 18 patients with rhabdoid features and evaluated breast cancer [BRCA]1-associated protein 1 (BAP1) expression by immunohistochemistry in 336 meningiomas. We assessed outcomes, germline status, and family history in patients with BAP1-negative rhabdoid meningiomas. Results The tumor suppressor gene BAP1, a ubiquitin carboxy-terminal hydrolase, is inactivated in a subset of high-grade rhabdoid meningiomas. Patients with BAP1-negative rhabdoid meningiomas had reduced time to recurrence compared with patients with BAP1-retained rhabdoid meningiomas (Kaplan-Meier analysis, 26 mo vs 116 mo, P < .001; hazard ratio 12.89). A subset of patients with BAP1-deficient rhabdoid meningiomas harbored germline BAP1 mutations, indicating that rhabdoid meningiomas can be a harbinger of the BAP1 cancer predisposition syndrome. Conclusion We define a subset of aggressive rhabdoid meningiomas that can be recognized using routine laboratory tests. We implicate ubiquitin deregulation in the pathogenesis of these high-grade malignancies. In addition, we show that familial and sporadic BAP1-mutated rhabdoid meningiomas are clinically aggressive, requiring intensive clinical management.
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Affiliation(s)
- Ganesh M Shankar
- Division of Hematology/Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Broad Institute of MIT and Harvard, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Division of Neuro-Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Malak Abedalthagafi
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Pathology, King Fahad Medical City, Riyadh, Saudi Arabia.,King Abdulaziz City for Science and Technology, Riyadh, Saudi Arabia
| | - Rachael A Vaubel
- Department of Anatomic Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Parker H Merrill
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Naema Nayyar
- Division of Neuro-Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Corey M Gill
- Division of Neuro-Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Ryan Brewster
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Wenya Linda Bi
- Department of Neurosurgery, Brigham and Hospital, Boston, Massachusetts, USA
| | - Pankaj K Agarwalla
- Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Aaron R Thorner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - David A Reardon
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Neuro-Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Ossama Al-Mefty
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Neurosurgery, Brigham and Hospital, Boston, Massachusetts, USA
| | - Patrick Y Wen
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Neuro-Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Brian M Alexander
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts, USA
| | - Paul van Hummelen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Tracy T Batchelor
- Harvard Medical School, Boston, Massachusetts, USA.,Division of Neuro-Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Keith L Ligon
- Harvard Medical School, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Azra H Ligon
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Clinical Cytogenetics Laboratory, Center for Advanced Molecular Diagnostics, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Matthew Meyerson
- Broad Institute of MIT and Harvard, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Ian F Dunn
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Neurosurgery, Brigham and Hospital, Boston, Massachusetts, USA.,Center for Neuro-Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Rameen Beroukhim
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Center for Neuro-Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - David N Louis
- Harvard Medical School, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Arie Perry
- Department of Pathology and Neurological Surgery, University of California-San Francisco, San Francisco, California, USA
| | - Scott L Carter
- Harvard Medical School, Boston, Massachusetts, USA.,Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Caterina Giannini
- Department of Anatomic Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - William T Curry
- Harvard Medical School, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Daniel P Cahill
- Harvard Medical School, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Frederick G Barker
- Harvard Medical School, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Priscilla K Brastianos
- Division of Hematology/Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Broad Institute of MIT and Harvard, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Division of Neuro-Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Sandro Santagata
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Ludwig Center at Harvard, Boston, Massachusetts, USA
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4
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Bi WL, Greenwald NF, Abedalthagafi M, Wala J, Gibson WJ, Agarwalla PK, Horowitz P, Schumacher SE, Esaulova E, Mei Y, Chevalier A, A Ducar M, Thorner AR, van Hummelen P, O Stemmer-Rachamimov A, Artyomov M, Al-Mefty O, Dunn GP, Santagata S, Dunn IF, Beroukhim R. Erratum: Genomic landscape of high-grade meningiomas. NPJ Genom Med 2017; 2:26. [PMID: 29263836 PMCID: PMC5677977 DOI: 10.1038/s41525-017-0023-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Wenya Linda Bi
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA USA.,Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA USA.,Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Noah F Greenwald
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA USA.,Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA USA.,Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Malak Abedalthagafi
- Division of Neuropathology, Department of Pathology, Brigham and Women's Hospital, Boston, MA USA.,Research Center, King Fahad Medical City, Riyadh, Saudi Arabia.,The Saudi Human Genome Project Lab, King Abdulaziz City for Science and Technology, Riyadh, Saudi Arabia
| | - Jeremiah Wala
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA USA.,Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Will J Gibson
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA USA.,Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Pankaj K Agarwalla
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA USA.,Department of Neurosurgery, Massachusetts General Hospital, Boston, MA USA
| | - Peleg Horowitz
- Department of Surgery, The University of Chicago, Chicago, IL USA
| | - Steven E Schumacher
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA USA.,Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Ekaterina Esaulova
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO USA.,Computer Technologies Department, ITMO University, Saint Petersburg, Russia
| | - Yu Mei
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA USA
| | | | - Matthew A Ducar
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA USA
| | - Aaron R Thorner
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA USA
| | - Paul van Hummelen
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA USA
| | | | - Maksym Artyomov
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO USA
| | - Ossama Al-Mefty
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA USA
| | - Gavin P Dunn
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO USA.,Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO USA.,Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, St. Louis, MO USA
| | - Sandro Santagata
- Division of Neuropathology, Department of Pathology, Brigham and Women's Hospital, Boston, MA USA
| | - Ian F Dunn
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA USA
| | - Rameen Beroukhim
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA USA.,Broad Institute of MIT and Harvard, Cambridge, MA USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA USA
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5
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Campbell JD, Lathan C, Sholl L, Ducar M, Vega M, Sunkavalli A, Lin L, Hanna M, Schubert L, Thorner A, Faris N, Williams DR, Osarogiagbon RU, van Hummelen P, Meyerson M, MacConaill L. Comparison of Prevalence and Types of Mutations in Lung Cancers Among Black and White Populations. JAMA Oncol 2017; 3:801-809. [PMID: 28114446 DOI: 10.1001/jamaoncol.2016.6108] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Importance Lung cancer is the leading cause of cancer death in the United States in all ethnic and racial groups. The overall death rate from lung cancer is higher in black patients than in white patients. Objective To compare the prevalence and types of somatic alterations between lung cancers from black patients and white patients. Differences in mutational frequencies could illuminate differences in prognosis and lead to the reduction of outcome disparities by more precisely targeting patients' treatment. Design, Setting, and Participants Tumor specimens were collected from Baptist Cancer Center (Memphis, Tennessee) over the course of 9 years (January 2004-December 2012). Genomic analysis by massively parallel sequencing of 504 cancer genes was performed at Dana-Farber Cancer Institute (Boston, Massachusetts). Overall, 509 lung cancer tumors specimens (319 adenocarcinomas; 142 squamous cell carcinomas) were profiled from 245 black patients and 264 white patients. Main Outcomes and Measures The frequencies of genomic alterations were compared between tumors from black and white populations. Results Overall, 509 lung cancers were collected and analyzed (273 women [129 black patients; 144 white patients] and 236 men [116 black patients; 120 white patients]). Using 313 adenocarcinomas and 138 squamous cell carcinomas with genetically supported ancestry, overall mutational frequencies and copy number changes were not significantly different between black and white populations in either tumor type after correcting for multiple hypothesis testing. Furthermore, specific activating alterations in members of the receptor tyrosine kinase/Ras/Raf pathway including EGFR and KRAS were not significantly different between populations in lung adenocarcinoma. Conclusions and Relevance These results demonstrate that lung cancers from black patients are similar to cancers from white patients with respect to clinically actionable genomic alterations and suggest that clinical trials of targeted therapies could significantly benefit patients in both groups.
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Affiliation(s)
- Joshua D Campbell
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts2Cancer Program, Broad Institute of MIT and Harvard, Boston, Massachusetts
| | - Christopher Lathan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lynette Sholl
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Matthew Ducar
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Mikenah Vega
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Ashwini Sunkavalli
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Ling Lin
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Megan Hanna
- Cancer Program, Broad Institute of MIT and Harvard, Boston, Massachusetts
| | - Laura Schubert
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Aaron Thorner
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Nicholas Faris
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - David R Williams
- Department of Social and Behavior Sciences, Harvard T. H. Chan School of Public Health, Boston, Massachusetts7Department of African and African American Studies, Harvard University, Cambridge, Massachusetts
| | | | - Paul van Hummelen
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts2Cancer Program, Broad Institute of MIT and Harvard, Boston, Massachusetts4Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Laura MacConaill
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts4Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
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6
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Bi WL, Greenwald NF, Abedalthagafi M, Wala J, Gibson WJ, Agarwalla PK, Horowitz P, Schumacher SE, Esaulova E, Mei Y, Chevalier A, Ducar M, Thorner AR, van Hummelen P, Stemmer-Rachamimov A, Artyomov M, Al-Mefty O, Dunn GP, Santagata S, Dunn IF, Beroukhim R. Genomic landscape of high-grade meningiomas. NPJ Genom Med 2017; 2. [PMID: 28713588 PMCID: PMC5506858 DOI: 10.1038/s41525-017-0014-7] [Citation(s) in RCA: 109] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
High-grade meningiomas frequently recur and are associated with high rates of morbidity and mortality. To determine the factors that promote the development and evolution of these tumors, we analyzed the genomes of 134 high-grade meningiomas and compared this information with data from 587 previously published meningiomas. High-grade meningiomas had a higher mutation burden than low-grade meningiomas but did not harbor any statistically significant mutated genes aside from NF2. High-grade meningiomas also possessed significantly elevated rates of chromosomal gains and losses, especially among tumors with monosomy 22. Meningiomas previously treated with adjuvant radiation had significantly more copy number alterations than radiation-induced or radiation-naïve meningiomas. Across serial recurrences, genomic disruption preceded the emergence of nearly all mutations, remained largely uniform across time, and when present in low-grade meningiomas, correlated with subsequent progression to a higher grade. In contrast to the largely stable copy number alterations, mutations were strikingly heterogeneous across tumor recurrences, likely due to extensive geographic heterogeneity in the primary tumor. While high-grade meningiomas harbored significantly fewer overtly targetable alterations than low-grade meningiomas, they contained numerous mutations that are predicted to be neoantigens, suggesting that immunologic targeting may be of therapeutic value.
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Affiliation(s)
- Wenya Linda Bi
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Noah F Greenwald
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Malak Abedalthagafi
- Division of Neuropathology, Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA.,Research Center, King Fahad Medical City, Riyadh, Saudi Arabia.,The Saudi Human Genome Project Lab, King Abdulaziz City for Science and Technology, Riyadh, Saudi Arabia
| | - Jeremiah Wala
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Will J Gibson
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Pankaj K Agarwalla
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.,Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Peleg Horowitz
- Department of Surgery, The University of Chicago, Chicago, IL, USA
| | - Steven E Schumacher
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ekaterina Esaulova
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA.,Computer Technologies Department, ITMO University, Saint Petersburg, Russia
| | - Yu Mei
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Matthew Ducar
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Aaron R Thorner
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Paul van Hummelen
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Maksym Artyomov
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Ossama Al-Mefty
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Gavin P Dunn
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA.,Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, USA.,Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, St. Louis, MO, USA
| | - Sandro Santagata
- Division of Neuropathology, Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Ian F Dunn
- Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Rameen Beroukhim
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
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7
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Sholl LM, Do K, Shivdasani P, Cerami E, Dubuc AM, Kuo FC, Garcia EP, Jia Y, Davineni P, Abo RP, Pugh TJ, van Hummelen P, Thorner AR, Ducar M, Berger AH, Nishino M, Janeway KA, Church A, Harris M, Ritterhouse LL, Campbell JD, Rojas-Rudilla V, Ligon AH, Ramkissoon S, Cleary JM, Matulonis U, Oxnard GR, Chao R, Tassell V, Christensen J, Hahn WC, Kantoff PW, Kwiatkowski DJ, Johnson BE, Meyerson M, Garraway LA, Shapiro GI, Rollins BJ, Lindeman NI, MacConaill LE. Institutional implementation of clinical tumor profiling on an unselected cancer population. JCI Insight 2016; 1:e87062. [PMID: 27882345 DOI: 10.1172/jci.insight.87062] [Citation(s) in RCA: 326] [Impact Index Per Article: 40.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND. Comprehensive genomic profiling of a patient's cancer can be used to diagnose, monitor, and recommend treatment. Clinical implementation of tumor profiling in an enterprise-wide, unselected cancer patient population has yet to be reported. METHODS. We deployed a hybrid-capture and massively parallel sequencing assay (OncoPanel) for all adult and pediatric patients at our combined cancer centers. Results were categorized by pathologists based on actionability. We report the results for the first 3,727 patients tested. RESULTS. Our cohort consists of cancer patients unrestricted by disease site or stage. Across all consented patients, half had sufficient and available (>20% tumor) material for profiling; once specimens were received in the laboratory for pathology review, 73% were scored as adequate for genomic testing. When sufficient DNA was obtained, OncoPanel yielded a result in 96% of cases. 73% of patients harbored an actionable or informative alteration; only 19% of these represented a current standard of care for therapeutic stratification. The findings recapitulate those of previous studies of common cancers but also identify alterations, including in AXL and EGFR, associated with response to targeted therapies. In rare cancers, potentially actionable alterations suggest the utility of a "cancer-agnostic" approach in genomic profiling. Retrospective analyses uncovered contextual genomic features that may inform therapeutic response and examples where diagnoses revised by genomic profiling markedly changed clinical management. CONCLUSIONS. Broad sequencing-based testing deployed across an unselected cancer cohort is feasible. Genomic results may alter management in diverse scenarios; however, additional barriers must be overcome to enable precision cancer medicine on a large scale. FUNDING. This work was supported by DFCI, BWH, and the National Cancer Institute (5R33CA155554 and 5K23CA157631).
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Affiliation(s)
- Lynette M Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Khanh Do
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Early Drug Discovery Center
| | - Priyanka Shivdasani
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Ethan Cerami
- Department of Biostatistics and Computational Biology, and
| | - Adrian M Dubuc
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Frank C Kuo
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Elizabeth P Garcia
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Yonghui Jia
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Phani Davineni
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Ryan P Abo
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, DFCI, Boston, Massachusetts, USA
| | - Trevor J Pugh
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Ontario, Canada
| | | | - Aaron R Thorner
- Center for Cancer Genome Discovery, DFCI, Boston, Massachusetts, USA
| | - Matthew Ducar
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, DFCI, Boston, Massachusetts, USA
| | - Alice H Berger
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Mizuki Nishino
- Department of Radiology, DFCI and Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Katherine A Janeway
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts, USA
| | - Alanna Church
- Department of Pathology, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Marian Harris
- Department of Pathology, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Lauren L Ritterhouse
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Joshua D Campbell
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Vanesa Rojas-Rudilla
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Azra H Ligon
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Shakti Ramkissoon
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - James M Cleary
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Early Drug Discovery Center
| | - Ursula Matulonis
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Geoffrey R Oxnard
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | | | | | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, DFCI, Boston, Massachusetts, USA.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.,Lank Center for Genitourinary Oncology and
| | | | - David J Kwiatkowski
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Bruce E Johnson
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Matthew Meyerson
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, DFCI, Boston, Massachusetts, USA.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Levi A Garraway
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.,Center for Cancer Precision Medicine, DFCI, Boston, Massachusetts, USA
| | - Geoffrey I Shapiro
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Early Drug Discovery Center
| | - Barrett J Rollins
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Neal I Lindeman
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Laura E MacConaill
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, DFCI, Boston, Massachusetts, USA
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8
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Townsend EC, Murakami MA, Christodoulou A, Christie AL, Köster J, DeSouza TA, Morgan EA, Kallgren SP, Liu H, Wu SC, Plana O, Montero J, Stevenson KE, Rao P, Vadhi R, Andreeff M, Armand P, Ballen KK, Barzaghi-Rinaudo P, Cahill S, Clark RA, Cooke VG, Davids MS, DeAngelo DJ, Dorfman DM, Eaton H, Ebert BL, Etchin J, Firestone B, Fisher DC, Freedman AS, Galinsky IA, Gao H, Garcia JS, Garnache-Ottou F, Graubert TA, Gutierrez A, Halilovic E, Harris MH, Herbert ZT, Horwitz SM, Inghirami G, Intlekofer AM, Ito M, Izraeli S, Jacobsen ED, Jacobson CA, Jeay S, Jeremias I, Kelliher MA, Koch R, Konopleva M, Kopp N, Kornblau SM, Kung AL, Kupper TS, LeBoeuf NR, LaCasce AS, Lees E, Li LS, Look AT, Murakami M, Muschen M, Neuberg D, Ng SY, Odejide OO, Orkin SH, Paquette RR, Place AE, Roderick JE, Ryan JA, Sallan SE, Shoji B, Silverman LB, Soiffer RJ, Steensma DP, Stegmaier K, Stone RM, Tamburini J, Thorner AR, van Hummelen P, Wadleigh M, Wiesmann M, Weng AP, Wuerthner JU, Williams DA, Wollison BM, Lane AA, Letai A, Bertagnolli MM, Ritz J, Brown M, Long H, Aster JC, Shipp MA, Griffin JD, Weinstock DM. The Public Repository of Xenografts Enables Discovery and Randomized Phase II-like Trials in Mice. Cancer Cell 2016; 30:183. [PMID: 27479034 DOI: 10.1016/j.ccell.2016.06.008] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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9
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Hong AL, Tseng YY, Cowley GS, Jonas O, Cheah JH, Kynnap BD, Doshi MB, Oh C, Meyer SC, Church AJ, Gill S, Bielski CM, Keskula P, Imamovic A, Howell S, Kryukov GV, Clemons PA, Tsherniak A, Vazquez F, Crompton BD, Shamji AF, Rodriguez-Galindo C, Janeway KA, Roberts CWM, Stegmaier K, van Hummelen P, Cima MJ, Langer RS, Garraway LA, Schreiber SL, Root DE, Hahn WC, Boehm JS. Integrated genetic and pharmacologic interrogation of rare cancers. Nat Commun 2016; 7:11987. [PMID: 27329820 PMCID: PMC4917959 DOI: 10.1038/ncomms11987] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 05/18/2016] [Indexed: 02/06/2023] Open
Abstract
Identifying therapeutic targets in rare cancers remains challenging due to the paucity of established models to perform preclinical studies. As a proof-of-concept, we developed a patient-derived cancer cell line, CLF-PED-015-T, from a paediatric patient with a rare undifferentiated sarcoma. Here, we confirm that this cell line recapitulates the histology and harbours the majority of the somatic genetic alterations found in a metastatic lesion isolated at first relapse. We then perform pooled CRISPR-Cas9 and RNAi loss-of-function screens and a small-molecule screen focused on druggable cancer targets. Integrating these three complementary and orthogonal methods, we identify CDK4 and XPO1 as potential therapeutic targets in this cancer, which has no known alterations in these genes. These observations establish an approach that integrates new patient-derived models, functional genomics and chemical screens to facilitate the discovery of targets in rare cancers.
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Affiliation(s)
- Andrew L. Hong
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Yuen-Yi Tseng
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Glenn S. Cowley
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Oliver Jonas
- Koch Institute for Integrative Cancer Research at MIT, 500 Main Street, Cambridge, Massachusetts 02139, USA
| | - Jaime H. Cheah
- Koch Institute for Integrative Cancer Research at MIT, 500 Main Street, Cambridge, Massachusetts 02139, USA
| | - Bryan D. Kynnap
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
| | - Mihir B. Doshi
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Coyin Oh
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Stephanie C. Meyer
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
| | - Alanna J. Church
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
| | - Shubhroz Gill
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Craig M. Bielski
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Paula Keskula
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Alma Imamovic
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Sara Howell
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Gregory V. Kryukov
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
- Brigham and Women's Hospital, 75 Francis Street, Boston, Massachusetts 02115, USA
| | - Paul A. Clemons
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Aviad Tsherniak
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Francisca Vazquez
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Brian D. Crompton
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
| | - Alykhan F. Shamji
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Carlos Rodriguez-Galindo
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
| | - Katherine A. Janeway
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
| | - Charles W. M. Roberts
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
| | - Kimberly Stegmaier
- Boston Children's Hospital, 300 Longwood Avenue, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - Paul van Hummelen
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
| | - Michael J. Cima
- Koch Institute for Integrative Cancer Research at MIT, 500 Main Street, Cambridge, Massachusetts 02139, USA
| | - Robert S. Langer
- Koch Institute for Integrative Cancer Research at MIT, 500 Main Street, Cambridge, Massachusetts 02139, USA
| | - Levi A. Garraway
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
- Brigham and Women's Hospital, 75 Francis Street, Boston, Massachusetts 02115, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
| | - Stuart L. Schreiber
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
| | - David E. Root
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
| | - William C. Hahn
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, USA
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
- Brigham and Women's Hospital, 75 Francis Street, Boston, Massachusetts 02115, USA
| | - Jesse S. Boehm
- Broad Institute of Harvard and MIT, 415 Main Street, Cambridge, Massachusetts 02142, USA
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10
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Townsend EC, Murakami MA, Christodoulou A, Christie AL, Köster J, DeSouza TA, Morgan EA, Kallgren SP, Liu H, Wu SC, Plana O, Montero J, Stevenson KE, Rao P, Vadhi R, Andreeff M, Armand P, Ballen KK, Barzaghi-Rinaudo P, Cahill S, Clark RA, Cooke VG, Davids MS, DeAngelo DJ, Dorfman DM, Eaton H, Ebert BL, Etchin J, Firestone B, Fisher DC, Freedman AS, Galinsky IA, Gao H, Garcia JS, Garnache-Ottou F, Graubert TA, Gutierrez A, Halilovic E, Harris MH, Herbert ZT, Horwitz SM, Inghirami G, Intlekofer AM, Ito M, Izraeli S, Jacobsen ED, Jacobson CA, Jeay S, Jeremias I, Kelliher MA, Koch R, Konopleva M, Kopp N, Kornblau SM, Kung AL, Kupper TS, LeBoeuf NR, LaCasce AS, Lees E, Li LS, Look AT, Murakami M, Muschen M, Neuberg D, Ng SY, Odejide OO, Orkin SH, Paquette RR, Place AE, Roderick JE, Ryan JA, Sallan SE, Shoji B, Silverman LB, Soiffer RJ, Steensma DP, Stegmaier K, Stone RM, Tamburini J, Thorner AR, van Hummelen P, Wadleigh M, Wiesmann M, Weng AP, Wuerthner JU, Williams DA, Wollison BM, Lane AA, Letai A, Bertagnolli MM, Ritz J, Brown M, Long H, Aster JC, Shipp MA, Griffin JD, Weinstock DM. The Public Repository of Xenografts Enables Discovery and Randomized Phase II-like Trials in Mice. Cancer Cell 2016; 29:574-586. [PMID: 27070704 PMCID: PMC5177991 DOI: 10.1016/j.ccell.2016.03.008] [Citation(s) in RCA: 182] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 01/25/2016] [Accepted: 03/11/2016] [Indexed: 01/22/2023]
Abstract
More than 90% of drugs with preclinical activity fail in human trials, largely due to insufficient efficacy. We hypothesized that adequately powered trials of patient-derived xenografts (PDX) in mice could efficiently define therapeutic activity across heterogeneous tumors. To address this hypothesis, we established a large, publicly available repository of well-characterized leukemia and lymphoma PDXs that undergo orthotopic engraftment, called the Public Repository of Xenografts (PRoXe). PRoXe includes all de-identified information relevant to the primary specimens and the PDXs derived from them. Using this repository, we demonstrate that large studies of acute leukemia PDXs that mimic human randomized clinical trials can characterize drug efficacy and generate transcriptional, functional, and proteomic biomarkers in both treatment-naive and relapsed/refractory disease.
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Affiliation(s)
- Elizabeth C Townsend
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Mark A Murakami
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Alexandra Christodoulou
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Amanda L Christie
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Johannes Köster
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA; Center for Functional Cancer Epigenomics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Tiffany A DeSouza
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Elizabeth A Morgan
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Scott P Kallgren
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Huiyun Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Shuo-Chieh Wu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Olivia Plana
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Joan Montero
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Kristen E Stevenson
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Prakash Rao
- Center for Functional Cancer Epigenomics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Raga Vadhi
- Center for Functional Cancer Epigenomics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Michael Andreeff
- Leukemia Division, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Philippe Armand
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Karen K Ballen
- Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Patrizia Barzaghi-Rinaudo
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Sarah Cahill
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Rachael A Clark
- Department of Dermatology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Vesselina G Cooke
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Matthew S Davids
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Daniel J DeAngelo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - David M Dorfman
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Hilary Eaton
- Office of Research and Technology Ventures, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Benjamin L Ebert
- Department of Hematology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Julia Etchin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Brant Firestone
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - David C Fisher
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Arnold S Freedman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Ilene A Galinsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Hui Gao
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Jacqueline S Garcia
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | | | - Timothy A Graubert
- Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Alejandro Gutierrez
- Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Ensar Halilovic
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Marian H Harris
- Department of Pathology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Zachary T Herbert
- Molecular Biology Core Facility, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Steven M Horwitz
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Giorgio Inghirami
- Department of Pathology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Andrew M Intlekofer
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Moriko Ito
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Shai Izraeli
- Functional Genomics and Leukemia Research, Sheba Medical Center, Tel Hashomer and Tel Aviv University, Ramat Gan, 52621, Israel
| | - Eric D Jacobsen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Caron A Jacobson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Sébastien Jeay
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Irmela Jeremias
- Department of Gene Vectors, Helmholtz Zentrum München, German Research Center for Environmental Health, Marchioninistraße 25, 81377 Munich, Germany; Department of Pediatrics, Dr. von Hauner Children's Hospital, Ludwig Maximilians University, Lindwurmstraße 4, 80337 Munich, Germany
| | - Michelle A Kelliher
- Department of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Raphael Koch
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Marina Konopleva
- Leukemia Division, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Nadja Kopp
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Steven M Kornblau
- Leukemia Division, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Andrew L Kung
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032, USA
| | - Thomas S Kupper
- Department of Dermatology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Nicole R LeBoeuf
- Department of Dermatology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Ann S LaCasce
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Emma Lees
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Loretta S Li
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - A Thomas Look
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Masato Murakami
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Markus Muschen
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Donna Neuberg
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Samuel Y Ng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Oreofe O Odejide
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Stuart H Orkin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Rachel R Paquette
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Andrew E Place
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Justine E Roderick
- Department of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Jeremy A Ryan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Stephen E Sallan
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Brent Shoji
- Department of Surgery, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Lewis B Silverman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Robert J Soiffer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - David P Steensma
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Jerome Tamburini
- Université Paris Descartes, Faculté de Médecine Sorbonne Paris Cité, 75005 Paris, France
| | - Aaron R Thorner
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Paul van Hummelen
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Martha Wadleigh
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Marion Wiesmann
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - Andrew P Weng
- Department of Pathology, British Columbia Cancer Research Center, Vancouver V5Z 1H8, Canada
| | - Jens U Wuerthner
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA; Novartis Institutes for Biomedical Research, 4056 Basel, Switzerland
| | - David A Williams
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032, USA
| | - Bruce M Wollison
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Andrew A Lane
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Anthony Letai
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Monica M Bertagnolli
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Jerome Ritz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - Myles Brown
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA; Center for Functional Cancer Epigenomics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Henry Long
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA; Center for Functional Cancer Epigenomics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jon C Aster
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Margaret A Shipp
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - James D Griffin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA
| | - David M Weinstock
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, 450 Brookline Avenue, Dana 510B, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
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11
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Hong AL, Cowley GS, Tseng YY, Cheah JH, Jonas O, Doshi MB, Kynnap BD, Oh C, Meyer S, Clemons P, Burger M, Vazquez F, Weir B, Kryukov GV, Church A, Imamovic A, Tsherniak A, Bielski C, Crompton B, Mullen E, Roberts C, Rodriguez-Galindo C, Janeway KA, Stegmaier K, Hummelen PV, Langer R, Garraway LA, Schreiber SL, Root DE, Boehm JS, Hahn WC. Abstract B38: Developing a functional genomics platform to interrogate rare pediatric cancers. Cancer Res 2016. [DOI: 10.1158/1538-7445.pedca15-b38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Of pediatric solid tumors, as many as 10% of tumors are categorized as rare. Many of these rare tumors lack standard effective known therapy. The ability to identify vulnerabilities for many rare tumors has been significantly limited by the lack of in vitro and in vivo models. Furthermore, current approaches to study such vulnerabilities are usually limited to a specific compound or target. Our objectives were 1) to develop a platform to collect tumor samples and generate in vitro models and 2) to develop systematic and orthogonal approaches focused on currently known druggable cancer targets to identify vulnerabilities in these difficult to treat cancers. We have developed a proof of concept cell line from a patient who succumbed to progressive undifferentiated sarcoma treated on an aggressive multi-therapy regimen. This cell line, in its early passages, has novel gene fusions that match that of the primary tumor. Furthermore, even at early passages, this cell line was amenable to high throughput functional screens. Using a targeted pooled shRNA screen (employing matched seed controls) and an analogous CRISPR screen we identified dependencies to XPO1 and CDK4. In parallel, compounds against these targets were identified in a small molecule compound screen. These targetable dependencies were further validated in vivo with a micro-dosing device. These observations identify new targets in this rare malignancy. Furthermore, this suggests that the interrogation of patient derived cell lines facilitates the identification of testable therapeutic approaches.
Citation Format: Andrew L. Hong, Glenn S. Cowley, Yuen-Yi Tseng, Jaime H. Cheah, Oliver Jonas, Mihir B. Doshi, Bryan D. Kynnap, Coyin Oh, Stephanie Meyer, Paul Clemons, Michael Burger, Francisca Vazquez, Barbara Weir, Gregory V. Kryukov, Alanna Church, Alma Imamovic, Aviad Tsherniak, Craig Bielski, Brian Crompton, Elizabeth Mullen, Charles Roberts, Carlos Rodriguez-Galindo, Katherine A. Janeway, Kimberly Stegmaier, Paul van Hummelen, Robert Langer, Levi A. Garraway, Stuart L. Schreiber, David E. Root, Jesse S. Boehm, William C. Hahn. Developing a functional genomics platform to interrogate rare pediatric cancers. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Pediatric Cancer Research: From Mechanisms and Models to Treatment and Survivorship; 2015 Nov 9-12; Fort Lauderdale, FL. Philadelphia (PA): AACR; Cancer Res 2016;76(5 Suppl):Abstract nr B38.
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Affiliation(s)
| | | | | | - Jaime H. Cheah
- 3Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA,
| | - Oliver Jonas
- 3Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA,
| | | | | | - Coyin Oh
- 2Broad Institute of Harvard and MIT, Cambridge, MA,
| | | | - Paul Clemons
- 2Broad Institute of Harvard and MIT, Cambridge, MA,
| | | | | | - Barbara Weir
- 2Broad Institute of Harvard and MIT, Cambridge, MA,
| | | | | | | | | | | | | | | | | | | | | | | | | | - Robert Langer
- 3Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA,
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12
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Campbell J, Lathan C, Sholl L, Ducar M, Vega M, Lin L, Thorner A, Faris N, van Hummelen P, Osarogiagbon R, Meyerson M, MacConaill L. Abstract 3886: Comparing the mutational landscape of African American and Caucasian lung cancers. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-3886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The overall death rate from lung cancer is higher in African-Americans (AA) compared to Caucasians (CAU). Understanding differences in the prevalence and type of somatic alterations between races may illuminate differences in prognosis and lead to the reduction of outcome disparities by more precisely targeting patients’ treatment.
Methods: Formalin-fixed paraffin embedded tumor samples were collected from Baptist Cancer Center, Memphis, TN. DNA was extracted and sonicated to 250 bp following Covaris FFPE DNA Extraction & Purification protocol and further purified using Agencourt AMPure XP beads. The OncoPanel_v2 target enrichment panel (Agilent SureSelect) was used for hybrid capture of 502 cancer-related genes. Samples were pooled and sequenced on an Illumina HiSeq2500 to a mean depth of coverage of 210x. Tumors with >30x sequencing depth over >80% of targeted bases were considered for analysis. MuTect and SomaticIndelDetector were used to identify somatic single nucleotide variants (SNVs) and short insertions or deletions (indels), respectively. As matched normal DNA was not available for these samples, analysis was limited to variants previously observed in tumors as described in the Catalogue of Somatic Mutations in Cancer (COSMIC) database, and variants were excluded if found in the germline dataset of the Exome Sequencing Project (ESP).
Results: 510 tumor specimens from 242 Black and 268 White patients (with self-reported race) were analyzed including 320 adenocarcinomas and 142 squamous cell carcinomas. Pathological classification was independently reviewed and confirmed for 374 of 472 cases for an overall concordance rate of 79%. Using principle component analysis (PCA) on germline SNVs, we observed that the biological ancestry was different than the self-reported race for 1.5% of patients. Mutational frequencies for genes with known roles in adenocarcinoma such as KRAS and EGFR were not significantly different between tumors from Black and White patients (Fisher's exact p-value > 0.05). Amplification rates for NKX2-1, MET, MDM2, and MYC and homozygous deletion rates for CDKN2A were also not significantly different between populations. Translocations involving ALK and ROS1 were detected in tumors from Black patients demonstrating that these events are present in both populations. Similarly, mutational frequencies for genes such as PIK3CA and PTEN were not significantly different across populations in squamous cell carcinomas.
Conclusions: These results demonstrate that lung cancers from Black patients are more similar to Whites than East Asians with respect to genes such as EGFR, and suggest that clinical trials of targeted therapies could significantly benefit patients in both populations.
Citation Format: Joshua Campbell, Christopher Lathan, Lynette Sholl, Matthew Ducar, Mikenah Vega, Ling Lin, Aaron Thorner, Nick Faris, Paul van Hummelen, Raymond Osarogiagbon, Matthew Meyerson, Laura MacConaill. Comparing the mutational landscape of African American and Caucasian lung cancers. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 3886. doi:10.1158/1538-7445.AM2015-3886
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Affiliation(s)
| | | | | | | | | | - Ling Lin
- 2Dana Farber Cancer Institute, Boston, MA
| | | | - Nick Faris
- 4Baptist Memorial Health Care, Memphis, TN
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13
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Nelson DS, van Halteren A, Quispel WT, van den Bos C, Bovée JVMG, Patel B, Badalian-Very G, van Hummelen P, Ducar M, Lin L, MacConaill LE, Egeler RM, Rollins BJ. MAP2K1 and MAP3K1 mutations in Langerhans cell histiocytosis. Genes Chromosomes Cancer 2015; 54:361-8. [PMID: 25899310 DOI: 10.1002/gcc.22247] [Citation(s) in RCA: 141] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Accepted: 01/22/2015] [Indexed: 12/14/2022] Open
Abstract
Langerhans cell histiocytosis (LCH) is now understood to be a neoplastic disease in which over 50% of cases have somatic activating mutations of BRAF. However, the extracellular signal-related (ERK) pathway is activated in all cases including those with wild type BRAF alleles. Here, we applied a targeted massively parallel sequencing panel to 30 LCH samples to test for the presence of additional genetic alterations that might cause ERK pathway activation. In 20 BRAF wild type samples, we found 3 somatic mutations in MAP2K1 (MEK1) including C121S and C121S/G128D in the kinase domain, and 56_61QKQKVG>R, an in-frame deletion in the N-terminal regulatory domain. All three variant proteins constitutively phosphorylated ERK in in vitro kinase assays. The C121S/G128D and 56_61QKQKVG>R variants were resistant to the mitogen-activated protein kinase kinase (MEK) inhibitor trametinib in vitro. Within the entire sample set, we found 3 specimens with mutations in MAP3K1 (MEKK1), including two truncation mutants, T779fs and T1481fs; T1481fs encoded an unstable and nonfunctional protein when expressed in vitro. T779fs was present in a specimen carrying BRAF V600E. The third variant was a single nucleotide substitution, E1286V, which was fully functional and is likely a germline polymorphism. These results indicate that LCH cells can harbor additional genetic alterations in the RAS-RAF-MEK pathway which, in the case of MAP2K1, may be responsible for ERK activation in a wild type BRAF setting. The resistance of some of these variants to trametinib may also have clinical implications for the combined use of RAF and MEK inhibitors in LCH.
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Affiliation(s)
- David S Nelson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
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14
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MacConaill LE, Garcia E, Shivdasani P, Ducar M, Adusumilli R, Breneiser M, Byrne M, Chung L, Conneely J, Crosby L, Garraway LA, Gong X, Hahn WC, Hatton C, Kantoff PW, Kluk M, Kuo F, Jia Y, Joshi R, Longtine J, Manning A, Palescandolo E, Sharaf N, Sholl L, van Hummelen P, Wade J, Wollinson BM, Zepf D, Rollins BJ, Lindeman NI. Prospective enterprise-level molecular genotyping of a cohort of cancer patients. J Mol Diagn 2014; 16:660-72. [PMID: 25157968 DOI: 10.1016/j.jmoldx.2014.06.004] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 05/31/2014] [Accepted: 06/25/2014] [Indexed: 12/22/2022] Open
Abstract
Ongoing cancer genome characterization studies continue to elucidate the spectrum of genomic abnormalities that drive many cancers, and in the clinical arena assessment of the driver genetic alterations in patients is playing an increasingly important diagnostic and/or prognostic role for many cancer types. However, the landscape of genomic abnormalities is still unknown for less common cancers, and the influence of specific genotypes on clinical behavior is often still unclear. To address some of these deficiencies, we developed Profile, a prospective cohort study to obtain genomic information on all patients at a large tertiary care medical center for cancer-related care. We enrolled patients with any cancer diagnosis, and, for each patient (unselected for cancer site or type) we applied mass spectrometric genotyping (OncoMap) of 471 common recurrent mutations in 41 cancer-related genes. We report the results of the first 5000 patients, of which 26% exhibited potentially actionable somatic mutations. These observations indicate the utility of genotyping in advancing the field of precision oncology.
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Affiliation(s)
- Laura E MacConaill
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts; Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts.
| | - Elizabeth Garcia
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Priyanka Shivdasani
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Matthew Ducar
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ravali Adusumilli
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Marc Breneiser
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mark Byrne
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Lawrence Chung
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Jodie Conneely
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Lauren Crosby
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Levi A Garraway
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts
| | - Xin Gong
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - William C Hahn
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts
| | - Charlie Hatton
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Philip W Kantoff
- Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts
| | - Michael Kluk
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Frank Kuo
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Yonghui Jia
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Ruchi Joshi
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Janina Longtine
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Allison Manning
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Emanuele Palescandolo
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Nematullah Sharaf
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Lynette Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Paul van Hummelen
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jacqueline Wade
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Bruce M Wollinson
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Dimity Zepf
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Barrett J Rollins
- Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts
| | - Neal I Lindeman
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
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15
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Kim YM, Lee SW, Chun SM, Kim DY, Kim JH, Kim KR, Kim YT, Nam JH, van Hummelen P, MacConaill LE, Hahn WC, Jang SJ. Analysis and comparison of somatic mutations in paired primary and recurrent epithelial ovarian cancer samples. PLoS One 2014; 9:e99451. [PMID: 24936796 PMCID: PMC4060993 DOI: 10.1371/journal.pone.0099451] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2014] [Accepted: 05/14/2014] [Indexed: 11/18/2022] Open
Abstract
The TP53 mutations have been proved to be predominated in ovarian cancer in a study from The Cancer Genome Atlas (TCGA). However, the molecular characteristics of recurrent ovarian cancers following initial treatment have been poorly estimated. This study was to investigate the pattern of somatic point mutations in matched paired samples of primary and recurrent epithelial ovarian cancers, using the OncoMap mutation detection protocol. We have adapted a high-throughput genotyping platform to determine the mutation status of a large panel of known cancer genes. OncoMap v.4.4 was used to evaluate genomic DNA isolated from a set of 92 formalin-fixed, paraffin-embedded (FFPE) tumors, consisting of matched paired samples of initially diagnosed and recurrent tumors from 46 epithelial ovarian cancer (EOC) patients. Mutations were observed in 33.7% of the samples, with 29.3% of these samples having a single mutation and the remaining 4.3% having two or more mutations. Among the 41 genes analyzed, 35 mutations were found in four genes, namely, CDKN2A (2.2%), KRAS (6.5%), MLH1 (8.2%) and TP53 (20.7%). TP53 was the most frequently mutated gene, but there was no correlation between the presence of mutation in any gene and clinical prognosis. Furthermore, somatic mutations did not differ between primary and recurrent ovarian carcinomas. Every mutation present in recurrent samples was detected in the corresponding primary sample. In conclusion, these OncoMap data of Korean EOC samples provide that somatic mutations were found in CDKN2A, KRAS, MLH1, and TP53. No differences in mutational status between primary and recurrent samples were detected. To understand the biology of tumor recurrence in epithelial ovarian cancer, more studies are necessary, including epigenetic modifications or additional mutations in other genes.
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MESH Headings
- Adaptor Proteins, Signal Transducing/genetics
- Adolescent
- Adult
- Aged
- Colorectal Neoplasms/genetics
- Colorectal Neoplasms/mortality
- Colorectal Neoplasms/secondary
- Cyclin-Dependent Kinase Inhibitor p16/genetics
- DNA Mutational Analysis
- Disease-Free Survival
- Female
- Genetic Association Studies
- Genetic Predisposition to Disease
- Humans
- Kaplan-Meier Estimate
- Middle Aged
- MutL Protein Homolog 1
- Neoplasm Recurrence, Local/genetics
- Neoplasms, Cystic, Mucinous, and Serous/genetics
- Neoplasms, Cystic, Mucinous, and Serous/mortality
- Neoplasms, Cystic, Mucinous, and Serous/secondary
- Nuclear Proteins/genetics
- Ovarian Neoplasms/genetics
- Ovarian Neoplasms/mortality
- Ovarian Neoplasms/pathology
- Proto-Oncogene Proteins/genetics
- Proto-Oncogene Proteins p21(ras)
- Tumor Suppressor Protein p53/genetics
- Young Adult
- ras Proteins/genetics
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Affiliation(s)
- Yong-Man Kim
- Department of Obstetrics & Gynecology, University of Ulsan, ASAN Medical Center, Seoul, Korea
- ASAN Center for Cancer Genome Discovery, ASAN Medical Center, Seoul, Korea
| | - Shin-Wha Lee
- Department of Obstetrics & Gynecology, University of Ulsan, ASAN Medical Center, Seoul, Korea
- ASAN Center for Cancer Genome Discovery, ASAN Medical Center, Seoul, Korea
| | - Sung-Min Chun
- Department of Pathology, University of Ulsan, ASAN Medical Center, Seoul, Korea
- ASAN Center for Cancer Genome Discovery, ASAN Medical Center, Seoul, Korea
| | - Dae-Yeon Kim
- Department of Obstetrics & Gynecology, University of Ulsan, ASAN Medical Center, Seoul, Korea
| | - Jong-Hyeok Kim
- Department of Obstetrics & Gynecology, University of Ulsan, ASAN Medical Center, Seoul, Korea
| | - Kyu-Rae Kim
- Department of Pathology, University of Ulsan, ASAN Medical Center, Seoul, Korea
| | - Young-Tak Kim
- Department of Obstetrics & Gynecology, University of Ulsan, ASAN Medical Center, Seoul, Korea
| | - Joo-Hyun Nam
- Department of Obstetrics & Gynecology, University of Ulsan, ASAN Medical Center, Seoul, Korea
| | - Paul van Hummelen
- Center for Cancer Genome Discovery and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
| | - Laura E. MacConaill
- Center for Cancer Genome Discovery and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
| | - William C. Hahn
- Center for Cancer Genome Discovery and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
| | - Se Jin Jang
- Department of Pathology, University of Ulsan, ASAN Medical Center, Seoul, Korea
- ASAN Center for Cancer Genome Discovery, ASAN Medical Center, Seoul, Korea
- * E-mail:
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16
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Zhang Y, Vastenhouw NL, Feng J, Fu K, Wang C, Ge Y, Pauli A, van Hummelen P, Schier AF, Liu XS. Canonical nucleosome organization at promoters forms during genome activation. Genome Res 2013; 24:260-6. [PMID: 24285721 PMCID: PMC3912416 DOI: 10.1101/gr.157750.113] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The organization of nucleosomes influences transcriptional activity by controlling accessibility of DNA binding proteins to the genome. Genome-wide nucleosome binding profiles have identified a canonical nucleosome organization at gene promoters, where arrays of well-positioned nucleosomes emanate from nucleosome-depleted regions. The mechanisms of formation and the function of canonical promoter nucleosome organization remain unclear. Here we analyze the genome-wide location of nucleosomes during zebrafish embryogenesis and show that well-positioned nucleosome arrays appear on thousands of promoters during the activation of the zygotic genome. The formation of canonical promoter nucleosome organization is independent of DNA sequence preference, transcriptional elongation, and robust RNA polymerase II (Pol II) binding. Instead, canonical promoter nucleosome organization correlates with the presence of histone H3 lysine 4 trimethylation (H3K4me3) and affects future transcriptional activation. These findings reveal that genome activation is central to the organization of nucleosome arrays during early embryogenesis.
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Affiliation(s)
- Yong Zhang
- School of Life Science and Technology, Tongji University, Shanghai 200092, China
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17
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Hettmer S, Teot LA, van Hummelen P, MacConaill L, Bronson RT, Dall'Osso C, Mao J, McMahon AP, Gruber PJ, Grier HE, Rodriguez-Galindo C, Fletcher CD, Wagers AJ. Mutations in Hedgehog pathway genes in fetal rhabdomyomas. J Pathol 2013; 231:44-52. [PMID: 23780909 PMCID: PMC3875333 DOI: 10.1002/path.4229] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2013] [Revised: 06/03/2013] [Accepted: 06/07/2013] [Indexed: 02/06/2023]
Abstract
Ligand-independent, constitutive activation of Hedgehog signalling in mice expressing a mutant, activated SmoM2 allele results in the development of multifocal, highly differentiated tumours that express myogenic markers (including desmin, actin, MyoD and myogenin). The histopathology of these tumours, commonly classified as rhabdomyosarcomas, more closely resembles human fetal rhabdomyoma (FRM), a benign tumour that can be difficult to distinguish from highly differentiated rhabdomyosarcomas. We evaluated the spectrum of Hedgehog (HH) pathway gene mutations in a cohort of human FRM tumours by targeted Illumina sequencing and fluorescence in situ hybridization testing for PTCH1. Our studies identified functionally relevant aberrations at the PTCH1 locus in three of five FRM tumours surveyed, including a PTCH1 frameshift mutation in one tumour and homozygous deletions of PTCH1 in two tumours. These data suggest that activated Hedgehog signalling contributes to the biology of human FRM.
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Affiliation(s)
- Simone Hettmer
- Howard Hughes Medical Institute, Department of Stem Cell and Regenerative Biology, Harvard University, Harvard Stem Cell Institute, Cambridge, MA, USA.
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18
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Maeng CH, Lee J, van Hummelen P, Park SH, Palescandolo E, Jang J, Park HY, Kang SY, MacConaill L, Kim KM, Shim YM. High-throughput genotyping in metastatic esophageal squamous cell carcinoma identifies phosphoinositide-3-kinase and BRAF mutations. PLoS One 2012; 7:e41655. [PMID: 22870241 PMCID: PMC3411721 DOI: 10.1371/journal.pone.0041655] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2012] [Accepted: 06/27/2012] [Indexed: 12/20/2022] Open
Abstract
Background Given the high incidence of metastatic esophageal squamous cell carcinoma, especially in Asia, we screened for the presence of somatic mutations using OncoMap platform with the aim of defining subsets of patients who may be potential candidate for targeted therapy. Methods and Materials We analyzed 87 tissue specimens obtained from 80 patients who were pathologically confirmed with esophageal squamous cell carcinoma and received 5-fluoropyrimidine/platinum-based chemotherapy. OncoMap 4.0, a mass-spectrometry based assay, was used to interrogate 471 oncogenic mutations in 41 commonly mutated genes. Tumor specimens were prepared from primary cancer sites in 70 patients and from metastatic sites in 17 patients. In order to test the concordance between primary and metastatic sites from the patient for mutations, we analyzed 7 paired (primary-metastatic) specimens. All specimens were formalin-fixed paraffin embedded tissues and tumor content was >70%. Results In total, we have detected 20 hotspot mutations out of 80 patients screened. The most frequent mutation was PIK3CA mutation (four E545K, five H1047R and one H1047L) (N = 10, 11.5%) followed by MLH1 V384D (N = 7, 8.0%), TP53 (R306, R175H and R273C) (N = 3, 3.5%), BRAF V600E (N = 1, 1.2%), CTNNB1 D32N (N = 1, 1.2%), and EGFR P733L (N = 1, 1.2%). Distributions of somatic mutations were not different according to anatomic sites of esophageal cancer (cervical/upper, mid, lower). In addition, there was no difference in frequency of mutations between primary-metastasis paired samples. Conclusions Our study led to the detection of potentially druggable mutations in esophageal SCC which may guide novel therapies in small subsets of esophageal cancer patients.
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Affiliation(s)
- Chi Hoon Maeng
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jeeyun Lee
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- * E-mail:
| | - Paul van Hummelen
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Se Hoon Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Emanuele Palescandolo
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Jiryeon Jang
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ha Young Park
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - So Young Kang
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Laura MacConaill
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kyoung-Mee Kim
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Young-Mog Shim
- Department of Thoracic Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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19
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Lee J, van Hummelen P, Go C, Palescandolo E, Jang J, Park HY, Kang SY, Park JO, Kang WK, MacConaill L, Kim KM. High-throughput mutation profiling identifies frequent somatic mutations in advanced gastric adenocarcinoma. PLoS One 2012; 7:e38892. [PMID: 22723903 PMCID: PMC3377730 DOI: 10.1371/journal.pone.0038892] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2012] [Accepted: 05/14/2012] [Indexed: 12/12/2022] Open
Abstract
Background Gastric cancer is one of the leading cancer types in incidence and mortality, especially in Asia. In order to improve survival, identification of a catalogue of molecular alterations underlying gastric cancer is a critical step for developing and designing genome-directed therapies. Methodology/Principal Findings The Center for Cancer Genome Discovery (CCGD) at the Dana-Farber Cancer Institute (DFCI) has adapted a high-throughput genotyping platform to determine the mutation status of a large panel of known cancer genes. The mutation detection platform, termed OncoMap v4, interrogates 474 “hotspot” mutations in 41 genes that are relevant for cancer. We performed OncoMap v4 in formalin-fixed paraffin-embedded (FFPE) tissue specimens from 237 gastric adenocarcinomas. Using OncoMap v4, we found that 34 (14.4%) of 237 gastric cancer patients harbored mutations. Among mutations we screened, PIK3CA mutations were the most frequent (5.1%) followed by p53 (4.6%), APC (2.5%), STK11 (2.1%), CTNNB1 (1.7%), and CDKN2A (0.8%). Six samples harbored concomitant somatic mutations. Mutations of CTNNB1 were significantly more frequent in EBV-associated gastric carcinoma (P = 0.046). Our study led to the detection of potentially druggable mutations in gastric cancer which may guide novel therapies in subsets of gastric cancer patients. Conclusions/Significance Using high throughput mutation screening platform, we identified that PIK3CA mutations were the most frequently observed target for gastric adenocarcinoma.
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Affiliation(s)
- Jeeyun Lee
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Paul van Hummelen
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Christina Go
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Emanuele Palescandolo
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Jiryeon Jang
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ha Young Park
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - So Young Kang
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Joon Oh Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Won Ki Kang
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Laura MacConaill
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kyoung-Mee Kim
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- * E-mail:
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20
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Matulonis UA, Hirsch M, Palescandolo E, Kim E, Liu J, van Hummelen P, MacConaill L, Drapkin R, Hahn WC. High throughput interrogation of somatic mutations in high grade serous cancer of the ovary. PLoS One 2011; 6:e24433. [PMID: 21931712 PMCID: PMC3169600 DOI: 10.1371/journal.pone.0024433] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2011] [Accepted: 08/09/2011] [Indexed: 11/19/2022] Open
Abstract
Background Epithelial ovarian cancer is the most lethal of all gynecologic malignancies, and high grade serous ovarian cancer (HGSC) is the most common subtype of ovarian cancer. The objective of this study was to determine the frequency and types of point somatic mutations in HGSC using a mutation detection protocol called OncoMap that employs mass spectrometric-based genotyping technology. Methodology/Principal Findings The Center for Cancer Genome Discovery (CCGD) Program at the Dana-Farber Cancer Institute (DFCI) has adapted a high-throughput genotyping platform to determine the mutation status of a large panel of known cancer genes. The mutation detection protocol, termed OncoMap has been expanded to detect more than 1000 mutations in 112 oncogenes in formalin-fixed paraffin-embedded (FFPE) tissue samples. We performed OncoMap on a set of 203 FFPE advanced staged HGSC specimens. We isolated genomic DNA from these samples, and after a battery of quality assurance tests, ran each of these samples on the OncoMap v3 platform. 56% (113/203) tumor samples harbored candidate mutations. Sixty-five samples had single mutations (32%) while the remaining samples had ≥2 mutations (24%). 196 candidate mutation calls were made in 50 genes. The most common somatic oncogene mutations were found in EGFR, KRAS, PDGRFα, KIT, and PIK3CA. Other mutations found in additional genes were found at lower frequencies (<3%). Conclusions/Significance Sequenom analysis using OncoMap on DNA extracted from FFPE ovarian cancer samples is feasible and leads to the detection of potentially druggable mutations. Screening HGSC for somatic mutations in oncogenes may lead to additional therapies for this patient population.
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Affiliation(s)
- Ursula A Matulonis
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America.
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Naouar N, Vandepoele K, Lammens T, Casneuf T, Zeller G, van Hummelen P, Weigel D, Rätsch G, Inzé D, Kuiper M, De Veylder L, Vuylsteke M. Quantitative RNA expression analysis with Affymetrix Tiling 1.0R arrays identifies new E2F target genes. Plant J 2009; 57:184-94. [PMID: 18764924 DOI: 10.1111/j.1365-313x.2008.03662.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The Affymetrix ATH1 array provides a robust standard tool for transcriptome analysis, but unfortunately does not represent all of the transcribed genes in Arabidopsis thaliana. Recently, Affymetrix has introduced its Arabidopsis Tiling 1.0R array, which offers whole-genome coverage of the sequenced Col-0 reference strain. Here, we present an approach to exploit this platform for quantitative mRNA expression analysis, and compare the results with those obtained using ATH1 arrays. We also propose a method for selecting unique tiling probes for each annotated gene or transcript in the most current genome annotation, TAIR7, generating Chip Definition Files for the Tiling 1.0R array. As a test case, we compared the transcriptome of wild-type plants with that of transgenic plants overproducing the heterodimeric E2Fa-DPa transcription factor. We show that with the appropriate data pre-processing, the estimated changes per gene for those with significantly different expression levels is very similar for the two array types. With the tiling arrays we could identify 368 new E2F-regulated genes, with a large fraction including an E2F motif in the promoter. The latter groups increase the number of excellent candidates for new, direct E2F targets by almost twofold, from 181 to 334.
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Affiliation(s)
- Naïra Naouar
- Department of Plant Systems Biology, VIB, Technologiepark 927, Ghent, Belgium
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22
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Eelen G, Verlinden L, van Camp M, van Hummelen P, Marchal K, de Moor B, Mathieu C, Carmeliet G, Bouillon R, Verstuyf A. The effects of 1alpha,25-dihydroxyvitamin D3 on the expression of DNA replication genes. J Bone Miner Res 2004; 19:133-46. [PMID: 14753745 DOI: 10.1359/jbmr.0301204] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
UNLABELLED To identify key genes in the antiproliferative action of 1,25(OH)2D3, MC3T3-E1 mouse osteoblasts were subjected to cDNA microarray analyses. Eleven E2F-driven DNA replication genes were downregulated by 1,25(OH)2D3. These results were confirmed by quantitative RT-PCR in different cell types, showing the general nature of this action of 1,25(OH)2D3. INTRODUCTION 1Alpha,25-dihydroxyvitamin D3 [1,25(OH)2D3] has a potent antiproliferative action characterized by a blocked transition from the G1- to the S-phase of the cell cycle. This study aims to identify genes whose expression is markedly altered after 1,25(OH)2D3 treatment in parallel with or preceding the observed G1-arrest. MATERIALS AND METHODS The cDNA microarray technique was used, and the expression of approximately 4600 genes in MC3T3-E1 mouse osteoblasts was studied 6 and 12 h after treatment with 10(-8) M 1,25(OH)2D3. Quantitative reverse transcriptase-polymerase chain reaction (RT-PCR) analyses were performed on MC3T3-E1 cells and on wildtype and vitamin D receptor (VDR) knockout primary murine epidermal keratinocytes (VDRwt MEKs, VDR-/- MEKs) and murine mammary tumor cells (GR) to confirm the microarray data. RESULTS AND CONCLUSIONS After 12 h of treatment, in parallel with the 1,25(OH)2D3-induced G1 arrest, a particular set of DNA replication genes including a cell division cycle 6 homolog, a DNA polymerase alpha subunit, proliferating cell nuclear antigen, two DNA polymerase delta subunits, and flap-structure specific endonuclease 1, was downregulated at least 2-fold. These genes are known targets of the E2F family of transcription factors, which are probably the central mediators of this action of 1,25(OH)2D3. Indeed, as shown by transfection assays with an E2F reporter construct, 12- and 24-h treatment of MC3T3-E1 cells with 1,25(OH)2D3 reduced E2F activity by 49% and 73%, respectively. Quantitative RT-PCR analyses confirmed the downregulation of these DNA replication genes by 1,25(OH)2D3 in MC3T3-E1, GR, and VDRwt MEKs cells, but not in VDR-/- MEKs cells, showing that this 1,25(OH)2D3-driven antiproliferative action is of a general nature and depends on a functional VDR.
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Affiliation(s)
- Guy Eelen
- Laboratorium voor Experimentele Geneeskunde en Endocrinologie, Katholieke Universiteit Leuven, Leuven, Belgium
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Crowe ML, Serizet C, Thareau V, Aubourg S, Rouzé P, Hilson P, Beynon J, Weisbeek P, van Hummelen P, Reymond P, Paz-Ares J, Nietfeld W, Trick M. CATMA: a complete Arabidopsis GST database. Nucleic Acids Res 2003; 31:156-8. [PMID: 12519971 PMCID: PMC165518 DOI: 10.1093/nar/gkg071] [Citation(s) in RCA: 126] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The Complete Arabidopsis Transcriptome Micro Array (CATMA) database contains gene sequence tag (GST) and gene model sequences for over 70% of the predicted genes in the Arabidopsis thaliana genome as well as primer sequences for GST amplification and a wide range of supplementary information. All CATMA GST sequences are specific to the gene for which they were designed, and all gene models were predicted from a complete reannotation of the genome using uniform parameters. The database is searchable by sequence name, sequence homology or direct SQL query, and is available through the CATMA website at http://www.catma.org/.
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Affiliation(s)
- Mark L Crowe
- The John Innes Centre, Norwich Research Park, Colney, Norwich NR4 7UH, UK.
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Affiliation(s)
- László G Puskás
- DNA-Chip Laboratory, Hungarian Academy of Sciences, Szeged, H-6701, Hungary.
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