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Dunphy M, Jain E, Anastasio E, McGillicuddy M, Stoddard R, Thomas B, Balch S, Anderka K, Larkin K, Lennon N, Chen YL, Zimmer A, Baker EO, Maiwald S, Lapan JH, Hornick J, Raut C, Demetri G, Lander E, Golub T, Wagle N, Painter C. Abstract 5384: The Angiosarcoma Project: Generating the genomic landscape of an exceedingly rare cancer through a nationwide patient-driven initiative. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5384] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Angiosarcoma (AS) is an exceedingly rare soft tissue sarcoma, with an incidence of 300 cases/yr and a 5-year disease-specific survival of 30%. The low incidence has impeded large-scale research efforts that may lead to improved clinical outcomes. To address this, we launched a nationwide clinical-genomics study in order to empower patients to accelerate research by sharing their normal and tumor samples and clinical information remotely. Patients can access the study through an online portal (ASCproject.org). Enrolled patients are mailed saliva and blood draw kits. The study team obtains medical records and stored FFPE tumor samples. All received FFPE samples are examined by an expert pathologist to confirm a diagnosis of angiosarcoma. In order to validate that our processes would enable the generation of a robust dataset from tissues acquired from multiple institutions, we sought to characterize previously described genes known to be altered in angiosarcoma (e.g., TP53, NF1, KDR, BRCA2, MET, ARID1A, POT1, BRCA1, ASXL1, KDM6A, BRAF, SETD2, PTPRB, NRAS). A total of 251 patients have enrolled since the project launched in March of 2017. Primary locations of AS are primary breast 59 (25%), breast with prior radiation 45 (19%), head/face/neck/scalp 52 (22%), bone/limb 26 (11%), abdomen 5 (2%), heart 5 (2%), lung 2 (1%), liver 1 (1%), lymph 1 (0.4%), multiple locations 25 (11%), and other locations 12 (5%); 107 (52%) reported being disease free at the time of enrollment. To date, we have received 129 saliva kits, 106 medical records, 19 blood samples, and 36 tissue samples. Whole-exome sequencing (WES) was performed on 21 FFPE/saliva matched pairs with a goal mean target coverage of 150x for tumors. Ultra-low pass whole-genome sequencing (0.1x) was performed on cell free DNA (cfDNA) from plasma in order to determine tumor fraction. Of 10 cfDNA samples sequenced, 4 samples met criteria to perform WES. Additionally, transcriptome sequencing was performed on 9 FFPE samples. Sequence data processing and analysis has been completed on the first 10 samples and is in progress for the subsequent samples. Alterations were detected in genes previously described to be affected in angiosarcoma. Recurrent mutations in TP53 were detected in 50% (5/10) of analyzed samples, comprising 3 missense mutations, 1 frameshift deletion, and 1 frameshift insertion. Alterations were seen in at least one sample in all other genes selected for this initial analysis. This initiative demonstrates the feasibility of studying tissues from geographically dispersed patients and serves as proof of concept that patient-driven genomics efforts can democratize research for exceedingly rare cancers. Enrollment is still in progress, and additional samples will be sequenced and analyzed at scale. The data generated from these studies will be deposited into the public domain in six-month intervals.
Citation Format: Michael Dunphy, Esha Jain, Elana Anastasio, Mary McGillicuddy, Rachel Stoddard, Beena Thomas, Sara Balch, Kristin Anderka, Katie Larkin, Niall Lennon, Yen-Lin Chen, Andrew Zimmer, Esme O. Baker, Simone Maiwald, Jen Hendrey Lapan, Jason Hornick, Chandrajit Raut, George Demetri, Eric Lander, Todd Golub, Nikhil Wagle, Corrie Painter. The Angiosarcoma Project: Generating the genomic landscape of an exceedingly rare cancer through a nationwide patient-driven initiative [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5384.
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Affiliation(s)
| | - Esha Jain
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | | | | | | | - Beena Thomas
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | - Sara Balch
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | | | - Katie Larkin
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | - Niall Lennon
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | | | | | | | | | | | | | | | | | - Eric Lander
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | - Todd Golub
- 1Broad Institute of MIT and Harvard, Cambridge, MA
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2
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Aguirre AJ, Nowak JA, Camarda ND, Moffitt RA, Ghazani AA, Hazar-Rethinam M, Raghavan S, Kim J, Brais LK, Ragon D, Welch MW, Reilly E, McCabe D, Marini L, Anderka K, Helvie K, Oliver N, Babic A, Da Silva A, Nadres B, Van Seventer EE, Shahzade HA, St Pierre JP, Burke KP, Clancy T, Cleary JM, Doyle LA, Jajoo K, McCleary NJ, Meyerhardt JA, Murphy JE, Ng K, Patel AK, Perez K, Rosenthal MH, Rubinson DA, Ryou M, Shapiro GI, Sicinska E, Silverman SG, Nagy RJ, Lanman RB, Knoerzer D, Welsch DJ, Yurgelun MB, Fuchs CS, Garraway LA, Getz G, Hornick JL, Johnson BE, Kulke MH, Mayer RJ, Miller JW, Shyn PB, Tuveson DA, Wagle N, Yeh JJ, Hahn WC, Corcoran RB, Carter SL, Wolpin BM. Real-time Genomic Characterization of Advanced Pancreatic Cancer to Enable Precision Medicine. Cancer Discov 2018; 8:1096-1111. [PMID: 29903880 DOI: 10.1158/2159-8290.cd-18-0275] [Citation(s) in RCA: 218] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2018] [Revised: 05/17/2018] [Accepted: 06/13/2018] [Indexed: 12/28/2022]
Abstract
Clinically relevant subtypes exist for pancreatic ductal adenocarcinoma (PDAC), but molecular characterization is not yet standard in clinical care. We implemented a biopsy protocol to perform time-sensitive whole-exome sequencing and RNA sequencing for patients with advanced PDAC. Therapeutically relevant genomic alterations were identified in 48% (34/71) and pathogenic/likely pathogenic germline alterations in 18% (13/71) of patients. Overall, 30% (21/71) of enrolled patients experienced a change in clinical management as a result of genomic data. Twenty-six patients had germline and/or somatic alterations in DNA-damage repair genes, and 5 additional patients had mutational signatures of homologous recombination deficiency but no identified causal genomic alteration. Two patients had oncogenic in-frame BRAF deletions, and we report the first clinical evidence that this alteration confers sensitivity to MAPK pathway inhibition. Moreover, we identified tumor/stroma gene expression signatures with clinical relevance. Collectively, these data demonstrate the feasibility and value of real-time genomic characterization of advanced PDAC.Significance: Molecular analyses of metastatic PDAC tumors are challenging due to the heterogeneous cellular composition of biopsy specimens and rapid progression of the disease. Using an integrated multidisciplinary biopsy program, we demonstrate that real-time genomic characterization of advanced PDAC can identify clinically relevant alterations that inform management of this difficult disease. Cancer Discov; 8(9); 1096-111. ©2018 AACR.See related commentary by Collisson, p. 1062This article is highlighted in the In This Issue feature, p. 1047.
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Affiliation(s)
- Andrew J Aguirre
- Dana-Farber Cancer Institute, Boston, Massachusetts. .,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Jonathan A Nowak
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Nicholas D Camarda
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts.,Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Richard A Moffitt
- Department of Biomedical Informatics, Department of Pathology, Stony Brook University, Stony Brook, New York
| | - Arezou A Ghazani
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Srivatsan Raghavan
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Jaegil Kim
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | | | | | | | - Emma Reilly
- Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Devin McCabe
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts.,Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Lori Marini
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts
| | - Kristin Anderka
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Karla Helvie
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts
| | - Nelly Oliver
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts
| | - Ana Babic
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Annacarolina Da Silva
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Brandon Nadres
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | | | | | | | - Kelly P Burke
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Thomas Clancy
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - James M Cleary
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Leona A Doyle
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Kunal Jajoo
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Gastroenterology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Nadine J McCleary
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Meyerhardt
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Janet E Murphy
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Kimmie Ng
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Anuj K Patel
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Kimberly Perez
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Michael H Rosenthal
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Douglas A Rubinson
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Marvin Ryou
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Gastroenterology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Geoffrey I Shapiro
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Ewa Sicinska
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Stuart G Silverman
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Rebecca J Nagy
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, California
| | - Richard B Lanman
- Department of Medical Affairs, Guardant Health, Inc., Redwood City, California
| | | | | | - Matthew B Yurgelun
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Charles S Fuchs
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts.,Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Levi A Garraway
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts
| | - Gad Getz
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Jason L Hornick
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Bruce E Johnson
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts
| | - Matthew H Kulke
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Robert J Mayer
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Jeffrey W Miller
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Paul B Shyn
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - David A Tuveson
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York; Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Nikhil Wagle
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts
| | - Jen Jen Yeh
- Departments of Surgery and Pharmacology, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - William C Hahn
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Ryan B Corcoran
- Harvard Medical School, Boston, Massachusetts.,Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Scott L Carter
- Dana-Farber Cancer Institute, Boston, Massachusetts. .,Broad Institute of Harvard and MIT, Cambridge, Massachusetts.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, Massachusetts.,Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Brian M Wolpin
- Dana-Farber Cancer Institute, Boston, Massachusetts. .,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
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Painter C, Dunphy M, Anastasio E, McGillicuddy M, Anderka K, Larkin K, Lennon N, Chen YL, Lander E, Golub T, Wagle N. The Angiosarcoma Project: Generating the genomic landscape of a rare cancer through a direct-to-patient initiative. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.15_suppl.1519] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
1519 Background: Angiosarcoma (AS) is a rare soft tissue sarcoma, with an incidence of 300/yr and a 5-year DSS of 30%. The low incidence has impeded large-scale research efforts that may lead to improved clinical outcomes. To address this, we launched a nationwide study, which seeks to empower patients (pts) to accelerate research by sharing their samples and clinical information remotely. Methods: With pts and advocacy groups we developed a website to allow AS pts to participate across the US. Pts are mailed a saliva and blood draw kit for germline and cell free (cf) DNA analysis. We then obtain medical records and stored tumor samples. Whole exome sequencing will be performed on tumor, cfDNA and saliva samples. Transcriptome analysis will be performed on tumor samples. A clinically annotated genomic database will be generated and shared widely to identify genomic drivers and mechanisms of response and resistance to therapies. Study updates will be shared with pts regularly. Results: We conducted a 3-week pilot study to test the feasibility of enrolling geographically dispersed AS pts through a direct-to-patient (DTP) approach. Through social media, we identified 100+ pts willing to participate, 90 within the first day of outreach. We enrolled 15 pts from 10 states to test our ability to remotely obtain pt reported data, online consent, and samples. The average age of pts is 48, ranging 23-71 yrs. Primary locations of AS are breast 6 pts (40%), cardiac 4 pts (27%), scalp 2 pts (13%), liver 1 pt (6%), bladder 1 pt (6%), forehead 1 pt (6%). 9 pts (60%) reported being disease free, 4 pts (27%) reported having AS spread to lung, lymph, bone, and hip. Requests for medical records and tissue samples are underway, and initial saliva samples have been received. We are now opening this study to all AS pts in the USA. Conclusions: A DTP approach enabled rapid identification of an initial cohort of AS pts willing to share tumors, saliva, blood and medical records. We were able to obtain detailed clinical experiences and samples to perform genomic analysis. This study serves as proof of principle that DTP genomics efforts can democratize cancer research for exceedingly rare cancers, which to date have been disproportionately understudied.
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Affiliation(s)
| | | | | | | | | | - Katie Larkin
- Broad Institute of MIT and Harvard, Cambridge, MA
| | | | | | - Eric Lander
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - Todd Golub
- Broad Institute of MIT and Harvard, Cambridge, MA
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Cohen O, Kim D, Oh C, Waks A, Oliver N, Helvie K, Marini L, Rotem A, Lloyd M, Stover D, Adalsteinsson V, Freeman S, Ha G, Cibulskis C, Anderka K, Tamayo P, Johannessen C, Krop I, Garraway L, Winer E, Lin N, Wagle N. Abstract S1-01: Whole exome and transcriptome sequencing of resistant ER+ metastatic breast cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-s1-01] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [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: While great strides have been made in the treatment of estrogen receptor-positive (ER+) metastatic breast cancer (MBC), therapeutic resistance invariably occurs. A better understanding of the underlying resistance mechanisms is critical to enable durable control of this disease.
Methods: We performed whole exome sequencing (WES) and transcriptome sequencing (RNA-seq) on metastatic tumor biopsies from 88 patients with ER+ MBC who had developed resistance to one or more ER-directed therapies. For 27 of these patients, we sequenced the treatment-naïve primary tumors for comparison to the resistant specimens. Tumors were analyzed for point mutations, insertions/deletions, copy number alterations, translocations, and gene expression. Detailed clinicopathologic data was collected for each patient and linked to the genomic information.
Results: WES of all metastatic samples demonstrated several recurrently altered genes whose incidence differed significantly from primary, treatment-naïve ER+ breast cancers sequenced in the TCGA study (TCGA). These include ESR1 mutations (n=17, 19.3%; 32.86 fold enrichment, q.value<7.5e-12), CCND1 amplification (n=52, 59.1%; 2.3 fold enrichment, q.value<0.0073), and MAP2K4 biallelic inactivation (n=14, 15.9%; 3.04 fold enrichment, q.value< 0.054).
Comparing to matched primary samples from the same patient, many alterations were found to be acquired in several cases, including for ESR1, ERBB2, PIK3CA, PTEN, RB1, AKT1, and others. Initial analysis of RNA-seq data from metastatic samples (n=59) allowed classification of individual resistance mechanisms into broader resistance modes based on the observed transcriptional state.
Conclusions: We present a genomic landscape of resistant ER+ MBC using WES and RNA-seq. Multiple genes were recurrently altered in these tumors at significantly higher rates than in ER+ primary breast cancer. When compared with matched primary tumors from the same patient, alterations in these and other genes were often found to be acquired after treatment, suggesting a role in resistance to ER-directed therapies and/or metastasis. Potential resistance mechanisms appear to fall into several categories; integrating RNA-seq data may enhance the ability to identify these categories even when genomic alterations are not identified. Multiple clinically relevant genomic and molecular alterations are identified in metastatic biopsies– with implications for choice of next therapy, clinical trial eligibility, and novel drug targets.
Citation Format: Cohen O, Kim D, Oh C, Waks A, Oliver N, Helvie K, Marini L, Rotem A, Lloyd M, Stover D, Adalsteinsson V, Freeman S, Ha G, Cibulskis C, Anderka K, Tamayo P, Johannessen C, Krop I, Garraway L, Winer E, Lin N, Wagle N. Whole exome and transcriptome sequencing of resistant ER+ metastatic breast cancer [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr S1-01.
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Affiliation(s)
- O Cohen
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - D Kim
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - C Oh
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - A Waks
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - N Oliver
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - K Helvie
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - L Marini
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - A Rotem
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - M Lloyd
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - D Stover
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - V Adalsteinsson
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - S Freeman
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - G Ha
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - C Cibulskis
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - K Anderka
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - P Tamayo
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - C Johannessen
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - I Krop
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - L Garraway
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - E Winer
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - N Lin
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - N Wagle
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
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Wagle N, Painter C, Krevalin M, Oh C, Anderka K, Larkin K, Lennon N, Dillon D, Frank E, Winer EP, Lander E, Golub T. The Metastatic Breast Cancer Project: A national direct-to-patient initiative to accelerate genomics research. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.18_suppl.lba1519] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
LBA1519 Background: The challenge in studying tumors from patients (pts) with metastatic breast cancer (MBC) has been that most tumors are not available for research, largely because most pts are cared for in community settings where genomics studies are not conducted. To address this, we launched a nationwide study, The Metastatic Breast Cancer Project, which seeks to empower patients to accelerate research by sharing their samples and clinical information. Methods: In collaboration with pts and advocacy groups, we developed a website to allow MBC pts to participate across the U.S. Enrolled pts are sent a saliva kit and asked to mail back a saliva sample, which is used to extract germline DNA. We contact participants’ medical providers and obtain medical records and part of their tumor biopsy. Whole exome and transcriptome sequencing is performed on tumor and germline. Clinically annotated genomic data are used to identify mechanisms of response and resistance to therapies. The database is shared widely with researchers. Study updates and discoveries are shared with participants regularly. Results: In the first 3 months, 1227 MBC pts enrolled. 1178 (96%) completed the 16-question survey about their cancer and treatments. Median age was 54 years (yrs) (range 25-91). Median time between initial diagnosis (dx) of breast cancer and MBC was 2 yrs; 424 pts were dx’d with de novo MBC. 1022 (87%) reported having a biopsy at or following their dx of MBC. Median time since MBC dx was 3 yrs; 87 reported having MBC >10 yrs. 436 (37%) reported being on a therapy for >2 yrs; 672 (57%) reported an “extraordinary response” to a therapy. For example, 77 reported long and/or extraordinary responses to capecitabine ; 44 to platinums, and 20 to everolimus. Initial medical records, saliva, and tumors have been received. Conclusions: A direct-to-patient approach enabled rapid identification of large numbers of MBC pts willing to share tumors, saliva, and medical records. This includes many with rare phenotypes, a group that has been challenging to identify with traditional approaches. Genomic analysis of pts with extraordinary responses and with de novo MBC are underway. Pt reported data has also identified unanticipated research questions.
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Wagle N, Painter C, Krevalin M, Oh C, Anderka K, Larkin K, Lennon N, Dillon D, Frank E, Winer EP, Lander E, Golub T. The Metastatic Breast Cancer Project: A national direct-to-patient initiative to accelerate genomics research. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.lba1519] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Wagle N, Painter CA, Ilzarbe M, Van Allen EM, Frank E, Oh C, Krevalin M, Lloyd M, Anderka K, Kryukov G, Boehm JS, Winer E, Lander ES, Golub TR. Abstract OT2-05-03: The metastatic breast cancer project: A national direct-to-patient research initiative to accelerate genomics research. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-ot2-05-03] [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
Over the past decade, genomic characterization of tumors has shed enormous light on the molecular underpinnings of cancer. These discoveries have led to the development of novel therapies and preventive measures that have already revolutionized cancer care. Despite this progress, the genomics of metastatic breast cancer (MBC), one of the leading causes of cancer death in the U.S., remains poorly understood.
The challenge in studying tumor samples from patients with MBC has been that the tumors from most patients are not available for research, largely because the vast majority of patients are cared for in community settings where genomics studies are not typically conducted. To address this, we have launched a nationwide study, The Metastatic Breast Cancer Project, which seeks to empower patients to accelerate cancer research through sharing their samples and clinical information. We have developed an outreach program in collaboration with MBC advocacy organizations to connect MBC patients around the country with genomics research performed at the Broad Institute, allowing them to participate regardless of where they live.
Working with MBC patients and advocates, we designed a website (www.mbcproject.org) with an online questionnaire that allows patients with MBC to provide information about themselves and their cancer. Based on their answers, patients are offered an electronic consent form that explains the risks and benefits of the study and asks for permission to obtain a portion of their stored tumor tissue, a saliva sample, and copies of their medical records. For patients who consent, our clinical research team contacts their physicians and obtains copies of their medical records, which are reviewed to confirm eligibility. Enrolled patients are sent a saliva kit and asked to mail back a saliva sample, which is used to extract germline DNA. The clinical research team also contacts the patient's pathology department and requests a portion of the tumor to be sent to the Broad Institute for genomic analysis. Whole exome and transcriptome sequencing is performed on tumor and germline DNA. Sequencing data are linked to de-identified clinical information, and the resulting data are used to identify drivers of tumorigenesis, mechanisms of response and resistance to therapies, and diagnostic, prognostic, and therapeutic biomarkers. The database of clinically annotated genomic information will be shared with the NIH and the cancer research community. Study updates and discoveries are shared at regular intervals with all patients who complete the initial questionnaire.
This direct-to-patient approach should be particularly enabling for the identification of patients with rare phenotypes or clinical behavior. For this reason, the first cohorts being studied are patients with extraordinary responses to therapies and patients who present with de novo MBC. Additional cohorts will be added in the future, including young women with MBC and patients with drug-resistant MBC. This project seeks to establish a patient-researcher partnership to accelerate genomic discoveries and improve outcomes in MBC, and may ultimately serve as a means to build a new clinical and translational research model for all patients with cancer.
Citation Format: Wagle N, Painter CA, Ilzarbe M, Van Allen EM, Frank E, Oh C, Krevalin M, Lloyd M, Anderka K, Kryukov G, Boehm JS, Winer E, Lander ES, Golub TR. The metastatic breast cancer project: A national direct-to-patient research initiative to accelerate genomics research. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr OT2-05-03.
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Affiliation(s)
- N Wagle
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - CA Painter
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - M Ilzarbe
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - EM Van Allen
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - E Frank
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - C Oh
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - M Krevalin
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - M Lloyd
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - K Anderka
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - G Kryukov
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - JS Boehm
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - E Winer
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - ES Lander
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
| | - TR Golub
- Broad Institute, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA
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Ahronian LG, Sennott EM, Van Allen EM, Wagle N, Kwak EL, Faris JE, Godfrey JT, Nishimura K, Lynch KD, Mermel CH, Lockerman EL, Kalsy A, Gurski JM, Bahl S, Anderka K, Green LM, Lennon NJ, Huynh TG, Mino-Kenudson M, Getz G, Dias-Santagata D, Iafrate AJ, Engelman JA, Garraway LA, Corcoran RB. Abstract LB-055: Clinical acquired resistance to RAF inhibitor combinations in BRAF-mutant colorectal cancer through MAPK pathway alterations. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-lb-055] [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
BRAF V600E mutations occur in ∼10% of colorectal cancer (CRC), and are associated with poor prognosis. RAF inhibition alone has not been an effective treatment in BRAF-mutant (BRAFm) CRC patients, with response rates of only 5%, due to persistence of MAPK signaling. Combined RAF/EGFR, RAF/MEK, or RAF/MEK/EGFR inhibitors have produced improved efficacy in BRAFm CRC patients, yet ultimately resistance develops after an initial treatment response. Understanding the mechanisms of clinical acquired resistance that arise to RAF inhibitor combinations in BRAFm CRC patients may lead to valuable opportunities to overcome resistance and prolong clinical response.
We sought to identify clinically relevant mechanisms of acquired resistance to RAF inhibitor combinations by obtaining tumor biopsies from BRAFm CRC patients upon disease progression, after initial response to RAF/EGFR or RAF/MEK inhibitor combinations. Matched pre-treatment, post-progression, and normal DNA were analyzed by whole exome sequencing (WES) and RNA-seq.
In one BRAFm CRC patient with prolonged stable disease on a RAF/EGFR combination, WES identified KRAS amplification in a progressing lesion. FISH confirmed the presence of KRAS amplification in the post-progression biopsy, and RNA-seq revealed KRAS transcript overexpression. Interestingly, in resistant clones generated from BRAFm CRC cell lines selected with either RAF/EGFR or RAF/MEK inhibitors, KRAS exon 2 mutations were identified. Either KRAS amplification or KRAS mutation led to sustained MAPK pathway activity and cross-resistance to either RAF/EGFR or RAF/MEK inhibitor combinations.
In a second patient with a minor response to a RAF/EGFR inhibitor combination, BRAF amplification was identified in a progressing lesion, which was confirmed by FISH and was not present in a pre-treatment biopsy of the same lesion. BRAF amplification led to cross-resistance to the BRAF/MEK inhibitor combination.
In a third patient with a minor response to a RAF/MEK inhibitor combination, WES identified the presence of an ARAF Q489L mutation and a MEK1 F53L mutation in a single progressing lesion, suggesting possible intra-lesional heterogeneity of acquired resistance mechanisms. However, utilizing a cell line derived from the patient's post-progression biopsy, we found that 30 out of 30 single-cell clones harbored both the ARAF and MEK1 mutations, and that MEK1 F53L seemed to function as the primary driver of acquired resistance in these resistant cells. MEK1 F53L expression markedly abrogated the ability of RAF/MEK and RAF/EGFR inhibitor combinations to suppress MAPK signaling.
Despite developing resistance to upstream MAPK pathway inhibitors, we found that each of the acquired resistance mechanisms we detected remained sensitive to ERK inhibition, which could effectively suppress MAPK signaling. Our findings demonstrate the central importance of MAPK pathway activity in BRAFm CRC, and highlight the critical need for MAPK pathway inhibition in the prevention of disease progression. Additionally, our work indicates ERK inhibitors may be valuable additions to future therapeutic combinations for BRAFm CRC patients. Further efforts to understand acquired resistance mechanisms will be vital to developing novel therapeutic strategies to overcome resistance and extend clinical benefit in this lethal CRC subtype.
Citation Format: Leanne G. Ahronian, Erin M. Sennott, Eliezer M. Van Allen, Nikhil Wagle, Eunice L. Kwak, Jason E. Faris, Jason T. Godfrey, Koki Nishimura, Kerry D. Lynch, Craig H. Mermel, Elizabeth L. Lockerman, Anuj Kalsy, Joseph M. Gurski, Samira Bahl, Kristin Anderka, Lisa M. Green, Niall J. Lennon, Tiffany G. Huynh, Mari Mino-Kenudson, Gad Getz, Dora Dias-Santagata, A. John Iafrate, Jeffrey A. Engelman, Levi A. Garraway, Ryan B. Corcoran. Clinical acquired resistance to RAF inhibitor combinations in BRAF-mutant colorectal cancer through MAPK pathway alterations. [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 LB-055. doi:10.1158/1538-7445.AM2015-LB-055
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Affiliation(s)
| | | | | | | | - Eunice L. Kwak
- 1Massachusetts General Hospital Cancer Center, Boston, MA
| | - Jason E. Faris
- 1Massachusetts General Hospital Cancer Center, Boston, MA
| | | | - Koki Nishimura
- 1Massachusetts General Hospital Cancer Center, Boston, MA
| | - Kerry D. Lynch
- 3Massachusetts General Hospital Department of Pathology, Boston, MA
| | | | | | - Anuj Kalsy
- 1Massachusetts General Hospital Cancer Center, Boston, MA
| | | | - Samira Bahl
- 4Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA
| | - Kristin Anderka
- 4Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA
| | - Lisa M. Green
- 4Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA
| | - Niall J. Lennon
- 4Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA
| | - Tiffany G. Huynh
- 3Massachusetts General Hospital Department of Pathology, Boston, MA
| | | | - Gad Getz
- 1Massachusetts General Hospital Cancer Center, Boston, MA
| | | | - A. John Iafrate
- 3Massachusetts General Hospital Department of Pathology, Boston, MA
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Ahronian LG, Sennott EM, Van Allen EM, Wagle N, Kwak EL, Faris JE, Godfrey JT, Nishimura K, Lynch KD, Mermel CH, Lockerman EL, Kalsy A, Gurski JM, Bahl S, Anderka K, Green LM, Lennon NJ, Huynh TG, Mino-Kenudson M, Getz G, Dias-Santagata D, Iafrate AJ, Engelman JA, Garraway LA, Corcoran RB. Clinical Acquired Resistance to RAF Inhibitor Combinations in BRAF-Mutant Colorectal Cancer through MAPK Pathway Alterations. Cancer Discov 2015; 5:358-67. [PMID: 25673644 DOI: 10.1158/2159-8290.cd-14-1518] [Citation(s) in RCA: 232] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 02/02/2015] [Indexed: 12/16/2022]
Abstract
UNLABELLED BRAF mutations occur in approximately 10% of colorectal cancers. Although RAF inhibitor monotherapy is highly effective in BRAF-mutant melanoma, response rates in BRAF-mutant colorectal cancer are poor. Recent clinical trials of combined RAF/EGFR or RAF/MEK inhibition have produced improved efficacy, but patients ultimately develop resistance. To identify molecular alterations driving clinical acquired resistance, we performed whole-exome sequencing on paired pretreatment and postprogression tumor biopsies from patients with BRAF-mutant colorectal cancer treated with RAF inhibitor combinations. We identified alterations in MAPK pathway genes in resistant tumors not present in matched pretreatment tumors, including KRAS amplification, BRAF amplification, and a MEK1 mutation. These alterations conferred resistance to RAF/EGFR or RAF/MEK combinations through sustained MAPK pathway activity, but an ERK inhibitor could suppress MAPK activity and overcome resistance. Identification of MAPK pathway reactivating alterations upon clinical acquired resistance underscores the MAPK pathway as a critical target in BRAF-mutant colorectal cancer and suggests therapeutic options to overcome resistance. SIGNIFICANCE RAF inhibitor combinations represent promising approaches in clinical development for BRAF-mutant colorectal cancer. Initial characterization of clinical acquired resistance mechanisms to these regimens identified several MAPK pathway alterations driving resistance by reactivating MAPK signaling, highlighting the critical dependence of BRAF-mutant colorectal cancers on MAPK signaling and offering potential strategies to overcome resistance.
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Affiliation(s)
- Leanne G Ahronian
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Erin M Sennott
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Eliezer M Van Allen
- Dana Farber Cancer Institute, Boston, Massachusetts. Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Nikhil Wagle
- Dana Farber Cancer Institute, Boston, Massachusetts. Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Eunice L Kwak
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Jason E Faris
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Jason T Godfrey
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Koki Nishimura
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Kerry D Lynch
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Craig H Mermel
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | | | - Anuj Kalsy
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Joseph M Gurski
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Samira Bahl
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Kristin Anderka
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Lisa M Green
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Niall J Lennon
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Tiffany G Huynh
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Gad Getz
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Dora Dias-Santagata
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Engelman
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Levi A Garraway
- Dana Farber Cancer Institute, Boston, Massachusetts. Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts
| | - Ryan B Corcoran
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts.
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Wagle N, Van Allen EM, Treacy DJ, Frederick DT, Cooper ZA, Taylor-Weiner A, Rosenberg M, Goetz EM, Sullivan RJ, Farlow DN, Friedrich DC, Anderka K, Perrin D, Johannessen CM, McKenna A, Cibulskis K, Kryukov G, Hodis E, Lawrence DP, Fisher S, Getz G, Gabriel SB, Carter SL, Flaherty KT, Wargo JA, Garraway LA. MAP kinase pathway alterations in BRAF-mutant melanoma patients with acquired resistance to combined RAF/MEK inhibition. Cancer Discov 2013; 4:61-8. [PMID: 24265154 DOI: 10.1158/2159-8290.cd-13-0631] [Citation(s) in RCA: 372] [Impact Index Per Article: 33.8] [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]
Abstract
Treatment of BRAF-mutant melanoma with combined dabrafenib and trametinib, which target RAF and the downstream MAP-ERK kinase (MEK)1 and MEK2 kinases, respectively, improves progression-free survival and response rates compared with dabrafenib monotherapy. Mechanisms of clinical resistance to combined RAF/MEK inhibition are unknown. We performed whole-exome sequencing (WES) and whole-transcriptome sequencing (RNA-seq) on pretreatment and drug-resistant tumors from five patients with acquired resistance to dabrafenib/trametinib. In three of these patients, we identified additional mitogen-activated protein kinase (MAPK) pathway alterations in the resistant tumor that were not detected in the pretreatment tumor, including a novel activating mutation in MEK2 (MEK2(Q60P)). MEK2(Q60P) conferred resistance to combined RAF/MEK inhibition in vitro, but remained sensitive to inhibition of the downstream kinase extracellular signal-regulated kinase (ERK). The continued MAPK signaling-based resistance identified in these patients suggests that alternative dosing of current agents, more potent RAF/MEK inhibitors, and/or inhibition of the downstream kinase ERK may be needed for durable control of BRAF-mutant melanoma.
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Affiliation(s)
- Nikhil Wagle
- 1Department of Medical Oncology, Dana-Farber Cancer Institute; 2Department of Medicine, Brigham and Women's Hospital; 3Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston; 4Broad Institute of Harvard and MIT; and 5Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts
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Anderka K, Plante C. The use of different processing treatments and their effect on post-thaw motility of cryopreserved stallion spermatozoa. Theriogenology 1995. [DOI: 10.1016/0093-691x(95)92313-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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