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Sokol ES, Feng YX, Jin DX, Basudan A, Lee AV, Atkinson JM, Chen J, Stephens PJ, Frampton GM, Gupta PB, Ross JS, Chung JH, Oesterreich S, Ali SM, Hartmaier RJ. Loss of function of NF1 is a mechanism of acquired resistance to endocrine therapy in lobular breast cancer. Ann Oncol 2020; 30:115-123. [PMID: 30423024 PMCID: PMC6336006 DOI: 10.1093/annonc/mdy497] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [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: 02/04/2023] Open
Abstract
Background Invasive lobular carcinoma (ILC) as a disease entity distinct from invasive ductal carcinoma (IDC) has merited focused studies of the genomic landscape, but those to date are largely limited to the assessment of early-stage cancers. Given that genomic alterations develop as acquired resistance to endocrine therapy, studies on refractory ILC are needed. Patients and methods Tissue from 336 primary-enriched, breast-biopsied ILC and 485 estrogen receptor (ER)-positive IDC and metastatic biopsy specimens from 180 ILC and 191 ER-positive IDC patients was assayed with hybrid-capture-based comprehensive genomic profiling for short variant, indel, copy number variants, and rearrangements in up to 395 cancer-related genes. Results Whereas ESR1 alterations are enriched in the metastases of both ILC and IDC compared with breast specimens, NF1 alterations are enriched only in ILC metastases (mILC). NF1 alterations are predominantly under loss of heterozygosity (11/14, 79%), are mutually exclusive with ESR1 mutations [odds ratio = 0.24, P < 0.027] and are frequently polyclonal in ctDNA assays. Assessment of paired specimens shows that NF1 alterations arise in the setting of acquired resistance. An in vitro model of CDH1 mutated ER-positive breast cancer demonstrates that NF1 knockdown confers a growth advantage in the presence of 4-hydroxy tamoxifen. Our study further identified a significant increase in tumor mutational burden (TMB) in mILCs relative to breast ILCs or metastatic IDCs (8.9% >20 mutations/mb; P < 0.001). Most TMB-high mILCs harbor an APOBEC trinucleotide signature (14/16; 88%). Conclusions This study identifies alteration of NF1 as enriched specifically in mILC. Mutual exclusivity with ESR1 alterations, polyclonality in relapsed ctDNA, and de novo acquisition suggest a role for NF1 loss in endocrine therapy resistance. Since NF1 loss leads to RAS/RAF kinase activation, patients may benefit from a matched inhibitor. Moreover, for an independent subset of mILC, TMB was elevated relative to breast ILC, suggesting possible benefit from immune checkpoint inhibitors.
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Affiliation(s)
- E S Sokol
- Foundation Medicine Inc., Cambridge.
| | - Y X Feng
- Department of Biology, Massachusetts Institute of Technology, Cambridge
| | - D X Jin
- Foundation Medicine Inc., Cambridge; Department of Biology, Massachusetts Institute of Technology, Cambridge
| | - A Basudan
- University of Pittsburgh, Pittsburgh; Womens Cancer Research Center, Department of Genetics, University of Pittsburgh, UPMC Hillman Cancer Center, Pittsburgh
| | - A V Lee
- University of Pittsburgh, Pittsburgh; Womens Cancer Research Center, Department of Pharmacology and Chemical Biology, University of Pittsburgh, UPMC Hillman Cancer Center, Pittsburgh
| | - J M Atkinson
- University of Pittsburgh, Pittsburgh; Womens Cancer Research Center, Department of Pharmacology and Chemical Biology, University of Pittsburgh, UPMC Hillman Cancer Center, Pittsburgh
| | - J Chen
- University of Pittsburgh, Pittsburgh; Womens Cancer Research Center, Department of Pharmacology and Chemical Biology, University of Pittsburgh, UPMC Hillman Cancer Center, Pittsburgh
| | | | | | - P B Gupta
- Department of Biology, Massachusetts Institute of Technology, Cambridge
| | - J S Ross
- Foundation Medicine Inc., Cambridge; Upstate Medical University, Syracuse, USA
| | | | - S Oesterreich
- University of Pittsburgh, Pittsburgh; Womens Cancer Research Center, Department of Pharmacology and Chemical Biology, University of Pittsburgh, UPMC Hillman Cancer Center, Pittsburgh
| | - S M Ali
- Foundation Medicine Inc., Cambridge
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2
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Hartmaier RJ, Trabucco SE, Priedigkeit N, Chung JH, Parachoniak CA, Vanden Borre P, Morley S, Rosenzweig M, Gay LM, Goldberg ME, Suh J, Ali SM, Ross J, Leyland-Jones B, Young B, Williams C, Park B, Tsai M, Haley B, Peguero J, Callahan RD, Sachelarie I, Cho J, Atkinson JM, Bahreini A, Nagle AM, Puhalla SL, Watters RJ, Erdogan-Yildirim Z, Cao L, Oesterreich S, Mathew A, Lucas PC, Davidson NE, Brufsky AM, Frampton GM, Stephens PJ, Chmielecki J, Lee AV. Recurrent hyperactive ESR1 fusion proteins in endocrine therapy-resistant breast cancer. Ann Oncol 2019; 29:872-880. [PMID: 29360925 PMCID: PMC5913625 DOI: 10.1093/annonc/mdy025] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [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: 12/31/2022] Open
Abstract
Background Estrogen receptor-positive (ER-positive) metastatic breast cancer is often intractable due to endocrine therapy resistance. Although ESR1 promoter switching events have been associated with endocrine-therapy resistance, recurrent ESR1 fusion proteins have yet to be identified in advanced breast cancer. Patients and methods To identify genomic structural rearrangements (REs) including gene fusions in acquired resistance, we undertook a multimodal sequencing effort in three breast cancer patient cohorts: (i) mate-pair and/or RNAseq in 6 patient-matched primary-metastatic tumors and 51 metastases, (ii) high coverage (>500×) comprehensive genomic profiling of 287-395 cancer-related genes across 9542 solid tumors (5216 from metastatic disease), and (iii) ultra-high coverage (>5000×) genomic profiling of 62 cancer-related genes in 254 ctDNA samples. In addition to traditional gene fusion detection methods (i.e. discordant reads, split reads), ESR1 REs were detected from targeted sequencing data by applying a novel algorithm (copyshift) that identifies major copy number shifts at rearrangement hotspots. Results We identify 88 ESR1 REs across 83 unique patients with direct confirmation of 9 ESR1 fusion proteins (including 2 via immunoblot). ESR1 REs are highly enriched in ER-positive, metastatic disease and co-occur with known ESR1 missense alterations, suggestive of polyclonal resistance. Importantly, all fusions result from a breakpoint in or near ESR1 intron 6 and therefore lack an intact ligand binding domain (LBD). In vitro characterization of three fusions reveals ligand-independence and hyperactivity dependent upon the 3' partner gene. Our lower-bound estimate of ESR1 fusions is at least 1% of metastatic solid breast cancers, the prevalence in ctDNA is at least 10× enriched. We postulate this enrichment may represent secondary resistance to more aggressive endocrine therapies applied to patients with ESR1 LBD missense alterations. Conclusions Collectively, these data indicate that N-terminal ESR1 fusions involving exons 6-7 are a recurrent driver of endocrine therapy resistance and are impervious to ER-targeted therapies.
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Affiliation(s)
- R J Hartmaier
- Foundation Medicine Inc., Cambridge; Department of Pharmacology and Chemical Biolog, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA; Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA.
| | | | - N Priedigkeit
- Department of Pharmacology and Chemical Biolog, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA; Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA
| | | | | | | | - S Morley
- Foundation Medicine Inc., Cambridge
| | | | - L M Gay
- Foundation Medicine Inc., Cambridge
| | | | - J Suh
- Foundation Medicine Inc., Cambridge
| | - S M Ali
- Foundation Medicine Inc., Cambridge
| | - J Ross
- Foundation Medicine Inc., Cambridge
| | - B Leyland-Jones
- Department of Molecular and Experimental Medicine, Avera Cancer Institute, Sioux Falls, USA
| | - B Young
- Department of Molecular and Experimental Medicine, Avera Cancer Institute, Sioux Falls, USA
| | - C Williams
- Department of Molecular and Experimental Medicine, Avera Cancer Institute, Sioux Falls, USA
| | - B Park
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, USA
| | - M Tsai
- Minnesota Oncology, Minneapolis, USA
| | - B Haley
- UT Southwestern Medical Center, Dallas, USA
| | - J Peguero
- Oncology Consultants Research Department, Houston, USA
| | | | | | - J Cho
- New Bern Cancer Care, New Bern, USA
| | - J M Atkinson
- Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA
| | - A Bahreini
- Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA; Department of Human Genetics, University of Pittsburgh, Pittsburgh, USA; Department of Genetics and Molecular Biology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - A M Nagle
- Department of Pharmacology and Chemical Biolog, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA; Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA
| | - S L Puhalla
- Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA; Foundation Medicine Inc., Cambridge; Department of Molecular and Experimental Medicine, Avera Cancer Institute, Sioux Falls, USA
| | - R J Watters
- Department of Pharmacology and Chemical Biolog, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA; Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA; Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, USA
| | - Z Erdogan-Yildirim
- Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA; Department of Human Genetics, University of Pittsburgh, Pittsburgh, USA
| | - L Cao
- Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA; Central South University Xiangya School of Medicine, China
| | - S Oesterreich
- Department of Pharmacology and Chemical Biolog, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA; Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA
| | - A Mathew
- Department of Medicine, University of Pittsburgh, Pittsburgh, USA
| | - P C Lucas
- Department of Pathology, University of Pittsburgh, Pittsburgh, USA
| | - N E Davidson
- Foundation Medicine Inc., Cambridge; Department of Molecular and Experimental Medicine, Avera Cancer Institute, Sioux Falls, USA
| | - A M Brufsky
- Foundation Medicine Inc., Cambridge; Department of Molecular and Experimental Medicine, Avera Cancer Institute, Sioux Falls, USA
| | | | | | | | - A V Lee
- Department of Pharmacology and Chemical Biolog, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, USA; Women's Cancer Research Center, Magee-Women's Research Institute, Pittsburgh, USA
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3
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Fabrizio DA, George TJ, Dunne RF, Frampton G, Sun J, Gowen K, Kennedy M, Greenbowe J, Schrock AB, Hezel AF, Ross JS, Stephens PJ, Ali SM, Miller VA, Fakih M, Klempner SJ. Beyond microsatellite testing: assessment of tumor mutational burden identifies subsets of colorectal cancer who may respond to immune checkpoint inhibition. J Gastrointest Oncol 2018; 9:610-617. [PMID: 30151257 DOI: 10.21037/jgo.2018.05.06] [Citation(s) in RCA: 168] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Background The clinical application of PD1/PD-L1 targeting checkpoint inhibitors in colorectal cancer (CRC) has largely focused on a subset of microsatellite instable (MSI-high) patients. However, the proposed genotype that sensitizes these patients to immunotherapy is not captured by MSI status alone. Estimation of tumor mutational burden (TMB) from comprehensive genomic profiling is validated against whole exome sequencing and linked to checkpoint response in metastatic melanoma, urothelial bladder cancer and non-small cell lung carcinoma. We sought to explore the subset of microsatellite stable (MSS) CRC patients with high TMB, and identify the specific genomic signatures associated with this phenotype. Furthermore, we explore the ability to quantify TMB as a potential predictive biomarker of PD1/PD-L1 therapy in CRC. Methods Formalin-fixed, paraffin embedded tissue sections from 6,004 cases of CRC were sequenced with a CLIA-approved CGP assay. MSI and TMB statuses were computationally determined using validated methods. The cutoff for TMB-high was defined according to the lower bound value that satisfied the 90% probability interval based on the TMB distribution across all MSI-High patients. Results MSS tumors were observed in 5,702 of 6,004 (95.0%) cases and MSI-H tumors were observed in 302 (5.0%) cases. All but one (99.7%) MSI-H cases were TMB-high (range, 6.3-746.9 mut/Mb) and 5,538 of 5,702 (97.0%) MSS cases were TMB-low (range, 0.0-10.8 mut/Mb). Consequently, 164 of 5,702 (2.9%) MSS cases were confirmed as TMB-high (range, 11.7-707.2 mut/Mb), representing an increase in the target population that may respond to checkpoint inhibitor therapy by 54% (466 vs. 302, respectively). Response to PD-1 inhibitor is demonstrated in MSS/TMB-high cases. Conclusions Concurrent TMB assessment accurately classifies MSI tumors as TMB-high and simultaneously identifies nearly 3% or CRC as MSS/TMB-high. This subgroup may expand the population of CRC who may benefit from immune checkpoint inhibitor based therapeutic approaches.
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Affiliation(s)
| | - Thomas J George
- Division of Hematology-Oncology, University of Florida Health Cancer Center, Gainseville, USA
| | - Richard F Dunne
- Division of Hematology-Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, USA
| | | | - James Sun
- Foundation Medicine, Inc., Cambridge, USA
| | - Kyle Gowen
- Foundation Medicine, Inc., Cambridge, USA
| | | | | | | | - Aram F Hezel
- Division of Hematology-Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, USA.,Department of Pathology, SUNY Upstate Medical University, Syracuse, NY, USA
| | | | | | | | - Marwan Fakih
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA USA
| | - Samuel J Klempner
- The Angeles Clinic and Research Institute, Los Angeles, USA.,Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, USA
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4
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Ross JS, Gay LM, Wang K, Vergilio JA, Suh J, Ramkissoon S, Somerset H, Johnson JM, Russell J, Ali S, Schrock AB, Fabrizio D, Frampton G, Miller V, Stephens PJ, Elvin JA, Bowles DW. Comprehensive genomic profiles of metastatic and relapsed salivary gland carcinomas are associated with tumor type and reveal new routes to targeted therapies. Ann Oncol 2018; 28:2539-2546. [PMID: 28961851 PMCID: PMC5834110 DOI: 10.1093/annonc/mdx399] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Background Relapsed/metastatic salivary gland carcinomas (SGCs) have a wide diversity of histologic subtypes associated with variable clinical aggressiveness and response to local and systemic therapies. We queried whether comprehensive genomic profiling could define the tumor subtypes and uncover clinically relevant genomic alterations, revealing new routes to targeted therapies for patients with relapsed and metastatic disease. Patients and methods From a series of 85 686 clinical cases, DNA was extracted from 40 µm of formalin-fixed paraffin embedded (FFPE) sections for 623 consecutive SGC. CGP was carried out on hybridization-captured, adaptor ligation-based libraries (mean coverage depth, >500×) for up to 315 cancer-related genes. Tumor mutational burden was determined on 1.1 Mb of sequenced DNA. All classes of alterations, base substitutions, short insertions/deletions, copy number changes, and rearrangements/fusions were determined simultaneously. Results The clinically more indolent SGC including adenoid cystic carcinoma, acinic cell carcinoma, polymorphous low-grade adenocarcinoma, mammary analog secretory carcinoma, and epithelial-myoepithelial carcinomas have significantly fewer genomic alterations, TP53 mutations, and lower tumor mutational burden than the typically more aggressive SGCs including mucoepidermoid carcinoma, salivary duct carcinoma, adenocarcinoma, not otherwise specified, carcinoma NOS, and carcinoma ex pleomorphic adenoma. The more aggressive SGCs are commonly driven by ERBB2 PI3K pathway genomic alterations. Additional targetable GAs are frequently seen. Conclusions Genomic profiling of SGCs demonstrates important differences between traditionally indolent and aggressive cancers. These differences may provide therapeutic options in the future.
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Affiliation(s)
- J S Ross
- Department of Pathology, Foundation Medicine, Inc., Cambridge; Department of Pathology, Albany Medical Center, Albany, USA.
| | - L M Gay
- Department of Pathology, Foundation Medicine, Inc., Cambridge
| | - K Wang
- Center for Precision Medicine, Zhejiang University International Hospital, Hangzhou, China
| | - J A Vergilio
- Department of Pathology, Foundation Medicine, Inc., Cambridge
| | - J Suh
- Department of Pathology, Foundation Medicine, Inc., Cambridge
| | - S Ramkissoon
- Department of Pathology, Foundation Medicine, Inc., Cambridge
| | - H Somerset
- Department of Pathology, University of Colorado School of Medicine, Aurora
| | - J M Johnson
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia
| | - J Russell
- Medical Oncology, Moffitt Cancer Center, Tampa
| | | | | | - D Fabrizio
- Clinical Genomics, Foundation Medicine, Inc., Cambridge
| | - G Frampton
- Clinical Genomics, Foundation Medicine, Inc., Cambridge
| | | | - P J Stephens
- Clinical Genomics, Foundation Medicine, Inc., Cambridge
| | - J A Elvin
- Department of Pathology, Foundation Medicine, Inc., Cambridge
| | - D W Bowles
- Division of Medical Oncology, University of Colorado School of Medicine, Aurora, USA. mailto:
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5
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Giltnane JM, Hutchinson KE, Stricker TP, Formisano L, Young CD, Estrada MV, Nixon MJ, Du L, Sanchez V, Ericsson PG, Kuba MG, Sanders ME, Mu XJ, Van Allen EM, Wagle N, Mayer IA, Abramson V, Gόmez H, Rizzo M, Toy W, Chandarlapaty S, Mayer EL, Christiansen J, Murphy D, Fitzgerald K, Wang K, Ross JS, Miller VA, Stephens PJ, Yelensky R, Garraway L, Shyr Y, Meszoely I, Balko JM, Arteaga CL. Genomic profiling of ER + breast cancers after short-term estrogen suppression reveals alterations associated with endocrine resistance. Sci Transl Med 2018; 9:9/402/eaai7993. [PMID: 28794284 DOI: 10.1126/scitranslmed.aai7993] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2016] [Revised: 03/30/2017] [Accepted: 06/29/2017] [Indexed: 12/11/2022]
Abstract
Inhibition of proliferation in estrogen receptor-positive (ER+) breast cancers after short-term antiestrogen therapy correlates with long-term patient outcome. We profiled 155 ER+/human epidermal growth factor receptor 2-negative (HER2-) early breast cancers from 143 patients treated with the aromatase inhibitor letrozole for 10 to 21 days before surgery. Twenty-one percent of tumors remained highly proliferative, suggesting that these tumors harbor alterations associated with intrinsic endocrine therapy resistance. Whole-exome sequencing revealed a correlation between 8p11-12 and 11q13 gene amplifications, including FGFR1 and CCND1, respectively, and high Ki67. We corroborated these findings in a separate cohort of serial pretreatment, postneoadjuvant chemotherapy, and recurrent ER+ tumors. Combined inhibition of FGFR1 and CDK4/6 reversed antiestrogen resistance in ER+FGFR1/CCND1 coamplified CAMA1 breast cancer cells. RNA sequencing of letrozole-treated tumors revealed the existence of intrachromosomal ESR1 fusion transcripts and increased expression of gene signatures indicative of enhanced E2F-mediated transcription and cell cycle processes in cancers with high Ki67. These data suggest that short-term preoperative estrogen deprivation followed by genomic profiling can be used to identify druggable alterations that may cause intrinsic endocrine therapy resistance.
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Affiliation(s)
- Jennifer M Giltnane
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | | | - Thomas P Stricker
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Luigi Formisano
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Christian D Young
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Monica V Estrada
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Mellissa J Nixon
- Department of Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Liping Du
- Vanderbilt Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Violeta Sanchez
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Paula Gonzalez Ericsson
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Maria G Kuba
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Melinda E Sanders
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Xinmeng J Mu
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Eliezer M Van Allen
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Nikhil Wagle
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Ingrid A Mayer
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Vandana Abramson
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Henry Gόmez
- Instituto Nacional de Enfermedades Neoplásicas, Surquillo 15038, Peru
| | - Monica Rizzo
- Department of Surgery, Emory University, Atlanta, GA 30322, USA
| | - Weiyi Toy
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10022, USA
| | - Sarat Chandarlapaty
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10022, USA
| | - Erica L Mayer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | | | | | | | - Kai Wang
- Foundation Medicine Inc., Cambridge, MA 02141, USA
| | - Jeffrey S Ross
- Foundation Medicine Inc., Cambridge, MA 02141, USA.,Department of Pathology, Albany Medical College, Albany, NY 12208, USA
| | | | | | | | - Levi Garraway
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.,Joint Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Yu Shyr
- Vanderbilt Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Ingrid Meszoely
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Justin M Balko
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Carlos L Arteaga
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA. .,Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
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6
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Sokol ES, Basudan A, Lee AV, Stephens PJ, Frampton GM, Oesterreich S, Hartmaier RJ. Abstract PD8-05: Genomic profiling of metastatic invasive lobular carcinoma reveals unique genomics and therapeutic opportunities. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-pd8-05] [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
Invasive lobular carcinoma (ILC) is a common breast cancer histological subtype comprising ˜10-15% of all cases. ILC possesses many unique features when compared to invasive ductal carcinoma (IDC). First, ILC has distinct genomic alterations expanding beyond the defining event of CDH1 loss to other genes such as TBX3, FOXA1, and AKT signaling related genes. Second, ILC responds differently to chemotherapeutics and endocrine therapies despite similar clinical staging. Third, ILC tumors spread to a distinct set of organs compared to IDC tumors, commonly forming distant metastases in the ovary, colon, omentum, and stomach. However, the genomics of metastatic ILC have yet to be fully explored.
Methods
Comprehensive hybrid-capture based genomic analysis of 286-395 cancer related genes was performed on 5523 histologically defined ILC (n=613) and IDC (n=4910) tumors. Of these, 29% and 21% were from distant metastatic sites for ILC and IDC, respectively. Additionally, histology based ER-status was available for a subset of tumors allowing a subgroup of ER-positive, HER2-negative IDC (ER-IDC) samples to be identified (n=655).
Results
We examined the genetic differences between ILC and IDC in the context of both local and metastatic disease. Overall, the genomic profiles of ILC are enriched for alterations in CDH1, TBX3, PIK3CA, and RUNX1 in agreement with previous studies. Alterations in genes involved in AKT signaling (PIK3CA, PTEN, and AKT1) are also enriched in ILC (64% v. 49%; p<10-7). Interestingly, NF1 loss of function alterations are enriched in metastatic ILC compared to ER-IDC (12.2% v. 3.6%, p<0.001) but not in local disease (4.8% v. 4.1%, p=0.72). NF1 is a negative regulator of RAS-cyclic AMP pathway and suggests that NF1 driven RAS signaling is an important driver of metastasis in ILC.
We next examined metastatic ILC samples for alterations enriched at specific metastatic tissue sites. Two metastatic sites were exclusive to ILC samples compared to ER-IDC: GI (19.4%) and the female reproductive tract (11.7%). Within metastatic ILC, alterations in ESR1 showed strong tissue site bias towards liver metastases with 29% harboring an alteration in ESR1 (range: 8-13% in other sites, excluding ovary). Interestingly, ESR1 alterations were never observed in 14 ovary metastases, potentially reflecting an effect of local estrogen production on ILC ovarian metastases. In support of this, ILC ovarian metastases occur in younger women with a median age of 53.5 compared to 63.5 across all other sites.
Lastly, high tumor mutation burden (TMB) is strongly associated with metastatic ILC with 8.9% of metastatic ILC classified as TMB-high (320 mutations/Mb) compared to 2.1% of ILC in the breast. A similar but less pronounced finding was also observed for ER-IDC (1.6% versus 0.8%). This suggests that checkpoint blockage therapies may be a more common option in metastatic ILC than previously appreciated.
Conclusions
Genomic profiling of metastatic ILC reveals numerous potential therapeutic options enriched in this disease. Inhibition of RAS signaling driven by NF1 loss and TMB-high directed immunotherapeutics may be potential therapeutic options for a substantial portion of metastatic ILC patients.
Citation Format: Sokol ES, Basudan A, Lee AV, Stephens PJ, Frampton GM, Oesterreich S, Hartmaier RJ. Genomic profiling of metastatic invasive lobular carcinoma reveals unique genomics and therapeutic opportunities [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr PD8-05.
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Affiliation(s)
- ES Sokol
- Foundation Medicine, Cambridge, MA; University of Pittsburgh, Pittsburgh, PA
| | - A Basudan
- Foundation Medicine, Cambridge, MA; University of Pittsburgh, Pittsburgh, PA
| | - AV Lee
- Foundation Medicine, Cambridge, MA; University of Pittsburgh, Pittsburgh, PA
| | - PJ Stephens
- Foundation Medicine, Cambridge, MA; University of Pittsburgh, Pittsburgh, PA
| | - GM Frampton
- Foundation Medicine, Cambridge, MA; University of Pittsburgh, Pittsburgh, PA
| | - S Oesterreich
- Foundation Medicine, Cambridge, MA; University of Pittsburgh, Pittsburgh, PA
| | - RJ Hartmaier
- Foundation Medicine, Cambridge, MA; University of Pittsburgh, Pittsburgh, PA
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7
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Mahtani R, Gay LM, Chung J, Hartmaier R, Sokol E, Elvin JA, Daniel S, Ramkissoon S, Severson E, Suh J, Vergilio JA, Stephens PJ, Ross JS. Abstract P5-21-20: Integrating comprehensive genomic profiling with treatment decisions – Experience gained while treating 139 advanced breast carcinomas. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p5-21-20] [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: Comprehensive Genomic Profiling (CGP) using next-generation sequencing (NGS) technology can provide insight into potentially clinically relevant genomic alterations (CRGA) within a patient's breast cancer. For example, HER2 amplification status and targetable short variants (SV), acquired ESR1 or BRCA1/2 resistance mutations, and the presence of targetable alterations in the PI3K kinase. We retrospectively reviewed CGP results and subsequent outcomes at one cancer center to illustrate the experience of using molecular subtyping to inform treatment decisions.
Methods: DNA extracted from FFPE tumor tissue or blood samples obtained during routine clinical care for patients (n=139) with predominantly relapsed, refractory or metastatic breast cancer was analyzed by hybrid-capture, NGS for all classes of GA: 1. base substitutions, 2. insertion and deletions, 3. rearrangements, and 4. copy number changes. Treatment decisions based on comprehensive genomic profiles were captured retrospectively. Tumor mutational burden (TMB), scored as mutations (mut)/Mb, was calculated on 0.8-1.2 Mb of sequenced DNA. Alterations affecting the ERBB family included amplification of or oncogenic mutations in ERBB2 (HER2), ERBB3, and EGFR.
Results: From Jan 2013 to May 2017, FFPE tissue samples for 136 patients with advanced breast cancer were analyzed by CGP and 3 additional patients had circulating tumor DNA analyzed for alterations; 11 patients received profiling on multiple biopsies. Tumors analyzed were carcinomas (Ca) NOS (n=84), invasive ductal Ca (n=46), invasive lobular Ca (n=7), a neuroendocrine Ca, and a phyllodes tumor. In total, 118/139 (84.9%) samples harbored CRGA in a targetable pathway: PI3K/MTOR (n=67; 48.2%), CDK cell-cycle (n=40; 28.8%), ERBB family (n=24; 17.3%), FGFR (n=24; 17.3%), ESR1 (n=16; 11.5%), homologous repair (HRD)( n=14; 10.1%), and RAS/RAF/MEK (n=11; 7.9%). Targetable alterations in other cancer-related kinases were found in 10 (7.2%) samples and 10 (7.2%) samples were TMB high (≥20 mut/Mb) or had CD274 (PD-L1) amplification. There were 3 patients (2.1%) with HER2 short variants detected in the absence of ERBB2 amplification; these patients may respond to HER2-targeted therapies but would be HER2-negative by IHC. Many samples had alterations in ≥1 pathway, and overlap is particularly high for the CDK and FGFR pathways (12 samples). Alterations in pathways targeted by MTOR inhibitors, HER2-targeted therapies, or the CDK inhibitors were found in 93/136 (66.9%) tumors. Evaluation of outcomes for these 139 patients is ongoing and will be presented.
Conclusions: Genomic profiling of breast carcinomas, using either tissue or liquid biopsies, provides potentially actionable information to guide treatment decisions. Overall, 84.9% of patient samples harbored oncogenic alterations in a targetable pathway, with two-thirds of tumors having alterations in pathways targeted by therapies with FDA approval for breast cancer and 7.2% of patients having high levels of TMB or amplification of PD-L1, suggesting that checkpoint inhibitors may be relevant options.
Citation Format: Mahtani R, Gay LM, Chung J, Hartmaier R, Sokol E, Elvin JA, Daniel S, Ramkissoon S, Severson E, Suh J, Vergilio J-A, Stephens PJ, Ross JS. Integrating comprehensive genomic profiling with treatment decisions – Experience gained while treating 139 advanced breast carcinomas [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P5-21-20.
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Affiliation(s)
- R Mahtani
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - LM Gay
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J Chung
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - R Hartmaier
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - E Sokol
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - JA Elvin
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - S Daniel
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - S Ramkissoon
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - E Severson
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J Suh
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J-A Vergilio
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - PJ Stephens
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - JS Ross
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL; Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
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Ross JS, Chung J, Elvin JE, Vergilio JA, Ramkissoon S, Suh J, Severson E, Daniel S, Frampton GM, Fabrizio D, Hartmaier RJ, Albacker LA, Ali SM, Schrock AB, Miller VA, Stephens PJ, Gay LM. Abstract PD8-01: CDH1 mutated classic and pleomorphic invasive lobular breast carcinomas differ in genomic signatures and opportunities for targeted and immunotherapies. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-pd8-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Typically defined by negative IHC staining for E-cadherin, classic (CILC) and pleomorphic (PILC) are often combined as a single breast cancer subtype. We queried whether patients with relapsed metastatic disease, mCILC and mPILC, would harbor contrasting genomic alterations (GA)and that molecular information could further differentiate the 2 tumor types and thereby influence therapy selection.
Methods: DNA was extracted from 40 µm of FFPE sections of 10,784 invasive breast carcinomas. 454 (4%) CDH1 mutated mILC were selected including 428 classic mCILC (94%) and 26 mPLIC (6%) subtypes. Comprehensive genomic profiling (CGP) was performed on hybridization-captured, adaptor ligation-based libraries to a mean coverage depth >600X for up to 315 cancer-related genes. Tumor mutational burden (TMB) was determined on 1.1 Mbp of sequenced DNA.
Results: mCILC and mPILC patients featured a median age of 63 years (Table). Slide based ER+ status and HER2+ status was significantly different in both groups (P<0.0001). The frequency of base substitutions in ESR1 was significantly higher in mCILC, and this difference was also significantly higher in mCILC metastasis biopsies exposed to hormonal therapy than in pre-treatment primary tumors (P<0.0001). ERBB2 (HER2) GA (amp + non-amp) detected by CGP were higher in mPILC than mCILC in both pre-and post-treatment samples (P<0.0001 for both). The ERBB2 GA frequency was nearly twice as high after hormonal therapy in both mCILC and mPILC. ESR1 and ERBB2 GA were mutually exclusive overall and especially in the mCILC group. PIK3CA GA were the most frequent GA in both mCILC and mPILC. TP53 GA were significantly more frequent in mPILC than mCILC. At 19%, the frequency of TMB > 15 mutations/MB in mPILC was more than twice as frequent than in mCILC (P=0.046). All (100%) of both the CILC and PILC groups were negative for mis-match repair deficiency or MSI high status. mCILC and mPILC patients with post primary therapy associated ESR1 and ERBB2 GA responding to targeted and immunotherapies will be presented.
Contrasting Clinical and Genomic Features of CILC and PILC Classic CILC (428 cases)Pleomorphic PILC (26 cases)Median Age6363*ER+98%74%*HER2 IHC/FISH+12 (3%)6 (22%)ESR1 GA Primary Pre-Rx6%0%ESR1 GA Metastatic Post-Rx17%0%ERBB2 GA Primary Pre-Rx7%18%ERBB2 GA Metastatic Post-Rx12%34%Other Significant GAPIK3CA (55%), CCND1 (21%), TP53 (17%), ARID1A, AKT3, MDM4, PTEN (all 11%)PIK3CA (58%), TP53 (30%), AKT1 22%), FGFR4, CCND1, PTEN (all 17%)TMB median (mut/Mb)2.73.6TMB > 15%8%19%*when clinical status available
Conclusions: CGP of mCILC and mPILC reveals significant differences in the panorama of GA both in pre-treatment primary and metastatic disease lesions especially in therapy-impacting GA in ESR1 and ERBB2. mCILC is more often driven by ESR1 GA and mPILC by ERBB2 GA. Although both mCILC and mPILC feature subsets of tumors with high TMB, this is more frequent for mPILC likely indicating different potentials for immunotherapies to benefit these patients.
Citation Format: Ross JS, Chung J, Elvin JE, Vergilio J-A, Ramkissoon S, Suh J, Severson E, Daniel S, Frampton GM, Fabrizio D, Hartmaier RJ, Albacker LA, Ali SM, Schrock AB, Miller VA, Stephens PJ, Gay LM. CDH1 mutated classic and pleomorphic invasive lobular breast carcinomas differ in genomic signatures and opportunities for targeted and immunotherapies [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr PD8-01.
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Affiliation(s)
- JS Ross
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - J Chung
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - JE Elvin
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - J-A Vergilio
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - S Ramkissoon
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - J Suh
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - E Severson
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - S Daniel
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - GM Frampton
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - D Fabrizio
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - RJ Hartmaier
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - LA Albacker
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - SM Ali
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - AB Schrock
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - VA Miller
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - PJ Stephens
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
| | - LM Gay
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA
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Chung JH, Pavlick D, Hartmaier R, Schrock AB, Young L, Forcier B, Ye P, Levin MK, Goldberg M, Burris H, Gay LM, Hoffman AD, Stephens PJ, Frampton GM, Lipson DM, Nguyen DM, Ganesan S, Park BH, Vahdat LT, Leyland-Jones B, Mughal TI, Pusztai L, O'Shaughnessy J, Miller VA, Ross JS, Ali SM. Hybrid capture-based genomic profiling of circulating tumor DNA from patients with estrogen receptor-positive metastatic breast cancer. Ann Oncol 2017; 28:2866-2873. [PMID: 28945887 PMCID: PMC5834148 DOI: 10.1093/annonc/mdx490] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Genomic changes that occur in breast cancer during the course of disease have been informed by sequencing of primary and metastatic tumor tissue. For patients with relapsed and metastatic disease, evolution of the breast cancer genome highlights the importance of using a recent sample for genomic profiling to guide clinical decision-making. Obtaining a metastatic tissue biopsy can be challenging, and analysis of circulating tumor DNA (ctDNA) from blood may provide a minimally invasive alternative. PATIENTS AND METHODS Hybrid capture-based genomic profiling was carried out on ctDNA from 254 female patients with estrogen receptor-positive breast cancer. Peripheral blood samples were submitted by clinicians in the course of routine clinical care between May 2016 and March 2017. Sequencing of 62 genes was carried out to a median unique coverage depth of 7503×. Genomic alterations (GAs) in ctDNA were evaluated and compared with matched tissue samples and genomic datasets of tissue from breast cancer. RESULTS At least 1 GA was reported in 78% of samples. Frequently altered genes were TP53 (38%), ESR1 (31%) and PIK3CA (31%). Temporally matched ctDNA and tissue samples were available for 14 patients; 89% of mutations detected in tissue were also detected in ctDNA. Diverse ESR1 GAs including mutation, rearrangement and amplification, were observed. Multiple concurrent ESR1 GAs were observed in 40% of ESR1-altered cases, suggesting polyclonal origin; ESR1 compound mutations were also observed in two cases. ESR1-altered cases harbored co-occurring GAs in PIK3CA (35%), FGFR1 (16%), ERBB2 (8%), BRCA1/2 (5%), and AKT1 (4%). CONCLUSIONS GAs relevant to relapsed/metastatic breast cancer management were identified, including diverse ESR1 GAs. Genomic profiling of ctDNA demonstrated sensitive detection of mutations found in tissue. Detection of amplifications was associated with ctDNA fraction. Genomic profiling of ctDNA may provide a complementary and possibly alternative approach to tissue-based genomic testing for patients with estrogen receptor-positive metastatic breast cancer.
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Affiliation(s)
- J H Chung
- Foundation Medicine, Inc., Cambridge.
| | - D Pavlick
- Foundation Medicine, Inc., Cambridge
| | | | | | - L Young
- Foundation Medicine, Inc., Cambridge
| | - B Forcier
- Foundation Medicine, Inc., Cambridge
| | - P Ye
- Avera Cancer Institute, Sioux Falls
| | - M K Levin
- Baylor University Medical Center, Texas Oncology, US Oncology, Dallas
| | | | - H Burris
- Sarah Cannon Research Institute, Nashville
| | - L M Gay
- Foundation Medicine, Inc., Cambridge
| | | | | | | | | | - D M Nguyen
- Sutter Medical Group of the Redwoods, Santa Rosa
| | - S Ganesan
- Division of Medical Oncology, Department of Medicine, Rutgers Cancer Institute of New Jersey, New Brunswick
| | - B H Park
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore
| | - L T Vahdat
- Weill Cornell Breast Center, Weill Cornell Medicine, New York
| | | | - T I Mughal
- Foundation Medicine, Inc., Cambridge; Tufts University Medical Center, Boston
| | - L Pusztai
- Department of Breast Medical Oncology, Yale University, Yale Cancer Center, New Haven
| | - J O'Shaughnessy
- Baylor University Medical Center, Texas Oncology, US Oncology, Dallas
| | | | - J S Ross
- Foundation Medicine, Inc., Cambridge; Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, USA. mailto:
| | - S M Ali
- Foundation Medicine, Inc., Cambridge
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Ravi V, Sanford EM, Wang WL, Ross JS, Ramesh N, Futreal A, Patel S, Stephens PJ, Miller VA, Ali SM. Antitumor Response of VEGFR2- and VEGFR3-Amplified Angiosarcoma to Pazopanib. J Natl Compr Canc Netw 2017; 14:499-502. [PMID: 27160228 DOI: 10.6004/jnccn.2016.0058] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Accepted: 02/10/2016] [Indexed: 11/17/2022]
Abstract
BACKGROUND Angiosarcoma is a malignant neoplastic disease originating from or differentiating toward vascular endothelium, for which systemic pharmacologic treatment has limited durability. The molecular oncogenesis of angiosarcoma is often linked to inappropriate activations of vascular endothelial growth factor receptor (VEGFR) family members, which presents an opportunity for the use of therapy that selectively targets the machinery of vascular signaling. METHODS Hybridization capture of 3,320 exons of 182 cancer-related genes and the introns of 14 genes frequently rearranged in cancer was applied to more than 50 ng of DNA extracted from a formalin-fixed, paraffin-embedded biopsy of recurrent angiosarcoma and was sequenced to high, uniform coverage of 939x. RESULTS The angiosarcoma harbored amplifications of VEGFR2 (KDR) of 8 copies and VEGFR3 (FLT4) of 16 copies. The patient was initially treated with sorafenib, an inhibitor of VEGFR2, and developed progressive disease. The patient then received pazopanib, an inhibitor of VEGFR2 and VEGFR3 and experienced a potent antitumor response resulting in clinically stable disease for 6 months. CONCLUSIONS This exceptional response to pazopanib treatment suggests that a subset of patients with angiosarcoma with genomic alterations in vascular signaling genes may respond well to pazopanib.
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Affiliation(s)
- Vinod Ravi
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Wei-Lien Wang
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Naveen Ramesh
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Andrew Futreal
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | | | - Siraj M Ali
- Foundation Medicine, Inc., Cambridge, Massachusetts
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Oztan A, Fischer S, Schrock AB, Erlich RL, Lovly CM, Stephens PJ, Ross JS, Miller V, Ali SM, Ou SHI, Raez LE. Emergence of EGFR G724S mutation in EGFR-mutant lung adenocarcinoma post progression on osimertinib. Lung Cancer 2017; 111:84-87. [PMID: 28838405 DOI: 10.1016/j.lungcan.2017.07.002] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [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: 03/08/2017] [Revised: 07/03/2017] [Accepted: 07/05/2017] [Indexed: 11/26/2022]
Abstract
Mutations in the epidermal growth factor receptor (EGFR) are drivers for a subset of lung cancers. Osimertinib is a third-generation tyrosine kinase inhibitor (TKI) recently approved for the treatment of T790M-positive non-small cell lung cancer (NSCLC); however, acquired resistance to osimertinib is evident and resistance mechanisms remain incompletely defined. The EGFR G724S mutation was detected using hybrid-capture based comprehensive genomic profiling (CGP) and a hybrid-capture based circulating tumor DNA (ctDNA) assays in two cases of EGFR-driven lung adenocarcinoma in patients who had progressed on osimertinib treatment. This study demonstrates the importance of both tissue and blood based hybrid-capture based genomic profiling at disease progression to identifying novel resistance mechanisms in the clinic.
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Affiliation(s)
- A Oztan
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA 02141, USA.
| | - S Fischer
- Providence Medical Institute, 2021 Santa Monica Blvd, Santa Monica, CA 90404, USA
| | - A B Schrock
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA 02141, USA
| | - R L Erlich
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA 02141, USA
| | - C M Lovly
- Vanderbilt Ingram Cancer Center, Nashville, TN 37232, USA
| | - P J Stephens
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA 02141, USA
| | - J S Ross
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA 02141, USA
| | - V Miller
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA 02141, USA
| | - S M Ali
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA 02141, USA
| | - S-H I Ou
- Chao Family Comprehensive Cancer Center, Department of Medicine, Division of Hematology-Oncology, University of California Irvine School of Medicine, Orange, CA 92868, USA
| | - L E Raez
- Memorial Cancer Institute/Memorial Healthcare System, 801 N. Flamingo Road, Pembroke Pines, FL 33028, USA
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Chalmers ZR, Connelly CF, Fabrizio D, Gay L, Ali SM, Ennis R, Schrock A, Campbell B, Shlien A, Chmielecki J, Huang F, He Y, Sun J, Tabori U, Kennedy M, Lieber DS, Roels S, White J, Otto GA, Ross JS, Garraway L, Miller VA, Stephens PJ, Frampton GM. Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden. Genome Med 2017; 9:34. [PMID: 28420421 PMCID: PMC5395719 DOI: 10.1186/s13073-017-0424-2] [Citation(s) in RCA: 2160] [Impact Index Per Article: 308.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Accepted: 03/18/2017] [Indexed: 12/13/2022] Open
Abstract
Background High tumor mutational burden (TMB) is an emerging biomarker of sensitivity to immune checkpoint inhibitors and has been shown to be more significantly associated with response to PD-1 and PD-L1 blockade immunotherapy than PD-1 or PD-L1 expression, as measured by immunohistochemistry (IHC). The distribution of TMB and the subset of patients with high TMB has not been well characterized in the majority of cancer types. Methods In this study, we compare TMB measured by a targeted comprehensive genomic profiling (CGP) assay to TMB measured by exome sequencing and simulate the expected variance in TMB when sequencing less than the whole exome. We then describe the distribution of TMB across a diverse cohort of 100,000 cancer cases and test for association between somatic alterations and TMB in over 100 tumor types. Results We demonstrate that measurements of TMB from comprehensive genomic profiling are strongly reflective of measurements from whole exome sequencing and model that below 0.5 Mb the variance in measurement increases significantly. We find that a subset of patients exhibits high TMB across almost all types of cancer, including many rare tumor types, and characterize the relationship between high TMB and microsatellite instability status. We find that TMB increases significantly with age, showing a 2.4-fold difference between age 10 and age 90 years. Finally, we investigate the molecular basis of TMB and identify genes and mutations associated with TMB level. We identify a cluster of somatic mutations in the promoter of the gene PMS2, which occur in 10% of skin cancers and are highly associated with increased TMB. Conclusions These results show that a CGP assay targeting ~1.1 Mb of coding genome can accurately assess TMB compared with sequencing the whole exome. Using this method, we find that many disease types have a substantial portion of patients with high TMB who might benefit from immunotherapy. Finally, we identify novel, recurrent promoter mutations in PMS2, which may be another example of regulatory mutations contributing to tumorigenesis. Electronic supplementary material The online version of this article (doi:10.1186/s13073-017-0424-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - David Fabrizio
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Laurie Gay
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Siraj M Ali
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Riley Ennis
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Alexa Schrock
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | | | - Adam Shlien
- The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - Franklin Huang
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Yuting He
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - James Sun
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Uri Tabori
- The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Mark Kennedy
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Daniel S Lieber
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Steven Roels
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Jared White
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Geoffrey A Otto
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Jeffrey S Ross
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
| | - Levi Garraway
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Vincent A Miller
- Foundation Medicine Inc., 150 Second St., Cambridge, MA, 02141, USA
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Lieber DS, Kennedy MR, Johnson DB, Greenbowe JR, Frampton GM, Schrock AB, Ross JS, Stephens PJ, Ali SM, Miller VA, Fabrizio DA. Abstract B16: Validation and clinical feasibility of a Foundation Medicine assay to identify immunotherapy response potential through tumor mutational burden (TMB). Cancer Immunol Res 2017. [DOI: 10.1158/2326-6074.tumimm16-b16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The ability of tumors to evade immune surveillance by overexpressing immune checkpoint proteins has been exploited for therapeutic intervention through antibodies designed to interrupt their signaling. A number of patients across a range of disease types, including melanoma, lung, renal and bladder cancer, have demonstrated robust and durable responses using checkpoint inhibitor therapies (CPITs). Still, identifying the most likely responders remains an urgent need for proper clinical management. Tumor mutational burden (TMB) measures the overall number of somatic protein coding mutations per area of sequence counted occurring in a tumor specimen. This measure has been associated with both response and survival for multiple CPITs across an array of indications. It is hypothesized that immunotherapies are more effective for tumors with high TMB because these cells are more likely to express immune-reactive neoantigens. In this study we describe Foundation Medicine's (FMI) work to develop and validate a TMB result as part of the current FoundationOne (F1) and FoundationOne Heme (F1H) comprehensive genomic profiling assays.
Methods: We developed an analysis method to determine TMB based on data from both the F1 and F1H comprehensive genomic profiling assays. TMB is calculated by counting all synonymous and non-synonymous somatic variants across 315 or 405 genes. Germline alterations and known and likely driver alterations are excluded to avoid sample bias, as both F1 and F1H specifically target genes with cancer associations. The resulting mutation count is normalized by expressing the number as a mutation density with units of mutations per megabase (mut/Mb) of coding target territory. Analytic validation of TMB focused on accuracy, precision and sensitivity, while initial clinical feasibility was assessed in a cohort of 65 metastatic melanoma patients receiving immunotherapy. To determine accuracy, we compared the TMB values generated from F1 against a CLIA validated whole-exome sequencing (WES) method on 29 patients with TMB values ranging from <1 mut/Mb up to 600 mut/Mb. Precision was defined as the reliability of the TMB metric when determined from 10 clinical samples replicated 4-6 times. Sensitivity was evaluated by determining the lower limit of sample tumor purity at which a TMB value could be reliably assessed through a dilution series of tumor/normal pairs ranging from 80% to 5% tumor. We also assessed the clinical feasibility of the F1 TMB result by examining its ability to predict clinical response to anti-PD1 or PD-L1 immunotherapy in a cohort of 65 metastatic melanoma patients. The patients were evaluated for best response per RECIST criteria, progression free survival (PFS) and overall survival (OS).
Results: Foundation Medicine's TMB measure provides accurate and precise results across a range of tumor mutational burden values on samples with as little as 20% tumor purity. In a cohort of 65 metastatic melanoma patients, the median TMB value was 37.9 mut/Mb in the responder group and 6.6 mut/Mb in the non-responder group (p<0.0001, Mann-Whitney test). Additionally, TMB-high (≥20 mut/Mb) patients demonstrated superior PFS and OS compared to TMB non-high patients (median PFS and OS not reached for TMB-High through 66 months vs. medians of 3 months PFS and 12 months OS for TMB non-high, p-value <0.001).
Conclusions: We have developed and validated a TMB result as part of the FoundationOne and FoundationOne Heme platforms. Initial clinical feasibility results demonstrate that the FoundationOne TMB value can be used to predict the likely response of metastatic melanoma patients to anti-PD1/PD-L1 checkpoint inhibitors, while feasibility in NSCLC and bladder cancer have been presented elsewhere.
Citation Format: Daniel S. Lieber, Mark R. Kennedy, Douglas B. Johnson, Joel R. Greenbowe, Garrett M. Frampton, Alexa B. Schrock, Jeffrey S. Ross, Phillip J. Stephens, Siraj M. Ali, Vincent A. Miller, David A. Fabrizio. Validation and clinical feasibility of a Foundation Medicine assay to identify immunotherapy response potential through tumor mutational burden (TMB). [abstract]. In: Proceedings of the AACR Special Conference on Tumor Immunology and Immunotherapy; 2016 Oct 20-23; Boston, MA. Philadelphia (PA): AACR; Cancer Immunol Res 2017;5(3 Suppl):Abstract nr B16.
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Frampton GM, Connelly C, Fabrizio D, Miller VA, Stephens PJ. Abstract P6-07-04: Comprehensive genomic profiling to assess tumor mutation burden in >8,000 breast cancer cases: Implications for immunotherapy. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p6-07-04] [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
This abstract was withdrawn by the authors.
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Gay LM, Elvin JA, Vergilio JA, Suh J, Ramkissoon S, Ali S, Schrock A, Hirshfield K, Ganesan S, Miller VA, Stephens PJ, Ross JS. Abstract P1-05-07: Comprehensive genomic profiling of clinically malignant phyllodes tumors of the breast reveals frequent mutation of NF1 and other genes associated with PI3K and RAS pathway activation. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p1-05-07] [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: Malignant or metastatic breast phyllodes tumors (MPT) are exceptionally rare, and the underlying genomic drivers are still being elucidated. Recent studies report frequent mutations in the RAS and PI3K pathways but have not commonly reported mutations in NF1. Comprehensive genomic profiling (CGP) can measure mutation load (TMB) and identifies all four classes of oncogenic alterations, including rearrangements and copy number loss that commonly affect tumor suppressors such as NF1, and can direct personalized treatment strategies.
Methods: CGP using hybridization capture of 3,769 exons from up to 315 cancer-related genes and select introns of 28 genes commonly rearranged in cancer was applied to ≥50ng of DNA extracted from 21 consecutive MPT and sequenced to high, uniform median coverage (>400X). TMB was determined as mutations/Mb on 1.1 Mb of sequenced DNA.
Results: The 21 MPT featured a median age of 51 yrs (range 14-70 yrs). CGP was performed on the primary MPT in 15 cases and on metastasis biopsies in 6 cases. TMB for all MPT was low (<10 mut/Mb), and all evaluable tumors (17/21) were microsatellite stable (MSS). The most commonly mutated genes were TP53 (57.1%), TERT (56.3%), NF1 (52.4%), MED12 (38.1%), CDKN2A/B (33.3%), and MLL2 (33.3%). 19/21 (90.5%) MPT harbored clinically relevant genomic alterations (CRGA) associated with therapies available on the market or under investigation in late stage clinical trials. Additional alterations in the PI3K/AKT/MTOR, RAS/RAF/MEK, and FGFR pathways were identified (see table); the PI3K/ATK/MTOR pathway was mutated in 10/21 (47.6%) of samples. Although CDKN2A/B loss was found in 6/11 tumors with NF1 mutation and only 1/10 NF1 wild-type samples, the co-occurrence was not significant (p<0.07). No significant correlation exists between the occurrence of NF1 mutations and mutation of MED12, TERT, the PI3K pathway, or other genes in the RAS/RAF pathway (NRAS, BRAF, EGFR). Targetable KIAA1549-BRAF or FGFR3-TACC3 fusions were identified in 2/21 (9.5%) tumors. Responses to targeted treatments will be presented.
Conclusions: More than 90% of MPT feature CRGA, including alteration of NF1, which was by far the most common targetable GA in this study. 52.4% of MPT had alterations predicted to result in loss of NF1 activity. NF1 mutation does not significantly co-occur with mutations in any other gene or pathway commonly altered in MPT. Other tumors with underlying NF1 mutations have responded to the MEK inhibitor selumetinib, suggesting MEK inhibitors may be relevant for the treatment of MPT. Other targetable alterations, including known gene fusions, are common in MPT. Thus, MPT may benefit from combination targeted therapy, warranting further investigation in the clinical trial setting.
Total Mutation NumberPathwayTotal Cases (n=21)Short VariantsCopy NumberRearrangementsRAS/RAF/MEK NF111 (52.4%)722BRAF3 (14.3%)301NRAS2 (9.5%)300PI3K/AKT/MTOR PIK3CA4 (19%)310PTEN4 (19%)130STK112 (9.5%)110AKT11 (4.8%)100FBXW71 (4.8%)001TSC21 (4.8%)010PIK3R11 (4.8%)100FGFR FGFR11 (4.8%)100FGFR31 (4.8%)001Other EGFR2 (9.5%)020BRCA21 (4.8%)100PDGFRA1 (4.8%)010KIT1 (4.8%)010
Citation Format: Gay LM, Elvin JA, Vergilio J-A, Suh J, Ramkissoon S, Ali S, Schrock A, Hirshfield K, Ganesan S, Miller VA, Stephens PJ, Ross JS. Comprehensive genomic profiling of clinically malignant phyllodes tumors of the breast reveals frequent mutation of NF1 and other genes associated with PI3K and RAS pathway activation [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 P1-05-07.
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Affiliation(s)
- LM Gay
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - JA Elvin
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - J-A Vergilio
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - J Suh
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - S Ramkissoon
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - S Ali
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - A Schrock
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - K Hirshfield
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - S Ganesan
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - VA Miller
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - PJ Stephens
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
| | - JS Ross
- Foundation Medicine, Inc., Cambridge, MA; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Albany Medical College, Albany, NY
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Ross JS, Gay LM, Elvin JA, Suh J, Vergilio JA, Ramkissoon S, Schrock A, Ali S, Miller VA, Stephens PJ. Abstract P1-05-08: Comprehensive genomic profiling of 8,654 breast carcinoma reveals therapeutically targetable molecular subtypes beyond those defined by hormone-receptor expression. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p1-05-08] [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: Breast carcinomas (BC) are commonly classified into 4 subtypes based on hormone receptor expression: basal, luminal A, luminal B, and HER2 overexpressed. Comprehensive genomic profiling (CGP) reveals targetable genomic alterations (GA) across all four mutation classes, as well measuring tumor mutational burden (TMB), and can redefine BC classification into therapeutically relevant subtypes. Testing with immunohistochemistry or hotspot testing can miss a substantial number of targetable alterations and cannot measure TMB.
Methods: DNA was extracted from 40 µm of FFPE sections for 8654 consecutive BCs. CGP was performed on hybridization-captured, adaptor ligation-based libraries (mean coverage >500X) for up to 315 cancer-related genes and select introns from up to 28 genes frequently rearranged in cancer. Sequences were analyzed for substitutions, small insertions/deletions, copy number changes, and rearrangements. TMB was determined by counting non-driver, non-germline alterations across 1.1 Mbp of sequenced DNA. Clinically relevant GA (CRGA) are GA linked to therapies on the market or under evaluation in clinical trials. Immunotherapy (IO) sensitivity is defined as TMB >20 mut/Mbp or mutation of specific DNA repair pathways.
Results: The table below outlines 7 distinct functional or signal transduction pathways commonly altered in BC. Several are targetable with therapies that are FDA approved for an oncology indication. Mutations can also be found in other targetable kinases such as RET, ROS1, and RAF. 6959 (80.4%) tumors harbor a GA in at least one pathway, and 2697 (31.2%) BC harbor alterations in just one pathway (unique cases). Only 9.8% of BC would be HER2-positive by IHC. Almost 4% (352/8654) of cases harbor rearrangements or gene fusions that may not be detectable with other assays. Mutations in ESR1 characterize an eighth category of tumors with acquired resistance to endocrine therapy; 796/8654 (9%) samples harbor ESR1 alterations.
Conclusions: CGP can identify CRGA and TMB that can stratify tumors by predicted sensitivity to a variety of therapies, including HER2- or mTOR-targeted therapies, immunotherapies, and other kinase inhibitors. 80% of BC harbor targetable GA, and 30% of samples harbor mutations in only one pathway. CGP can provide crucial information for identifying which of several treatment modalities is most appropriate for these 30% of patients. High levels of TMB and most GA would not be identified by IHC or hotspot testing, but can be detected by next-generation sequencing. CGP is a powerful tool for guiding treatment across therapeutically distinct, but targetable, pathways.
PI3K/AKT/mTOR pathwayFGFR pathwayCDK pathwayERBB pathwayHR deficientIO sensitiveOther kinasesTotal Cases43752650268512941266419424% Total Cases51%31%31%15%15%5%5%Unique Cases14422262312743094858% Unique Cases17%3%3%3%4%1%1%TherapiesEverolimus, TemsirolimusPazopanib, PonatinbPalbociclibTrastuzumab, Pertuzumab, Afatinib, Lapatinib, NeratinibOlaparibPembrolizumab, Nivolumab, Atezolizumab, IpilumumabSorafenib, Regorafenib, Dabrafenib, Vemurafenib, Crizotinib, Cabozantinib, Sunitinib
Citation Format: Ross JS, Gay LM, Elvin JA, Suh J, Vergilio J-A, Ramkissoon S, Schrock A, Ali S, Miller VA, Stephens PJ. Comprehensive genomic profiling of 8,654 breast carcinoma reveals therapeutically targetable molecular subtypes beyond those defined by hormone-receptor expression [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 P1-05-08.
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Affiliation(s)
- JS Ross
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - LM Gay
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - JA Elvin
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J Suh
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J-A Vergilio
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - S Ramkissoon
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - A Schrock
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - S Ali
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - VA Miller
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - PJ Stephens
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
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Balko JM, Schwarz LJ, Luo N, Estrada MV, Giltnane JM, Dávila-González D, Wang K, Sánchez V, Dean PT, Combs SE, Hicks D, Pinto JA, Landis MD, Doimi FD, Yelensky R, Miller VA, Stephens PJ, Rimm DL, Gómez H, Chang JC, Sanders ME, Cook RS, Arteaga CL. Triple-negative breast cancers with amplification of JAK2 at the 9p24 locus demonstrate JAK2-specific dependence. Sci Transl Med 2016; 8:334ra53. [PMID: 27075627 DOI: 10.1126/scitranslmed.aad3001] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 03/16/2016] [Indexed: 12/27/2022]
Abstract
Amplifications at 9p24 have been identified in breast cancer and other malignancies, but the genes within this locus causally associated with oncogenicity or tumor progression remain unclear. Targeted next-generation sequencing of postchemotherapy triple-negative breast cancers (TNBCs) identified a group of 9p24-amplified tumors, which contained focal amplification of the Janus kinase 2 (JAK2) gene. These patients had markedly inferior recurrence-free and overall survival compared to patients with TNBC without JAK2 amplification. Detection of JAK2/9p24 amplifications was more common in chemotherapy-treated TNBCs than in untreated TNBCs or basal-like cancers, or in other breast cancer subtypes. Similar rates of JAK2 amplification were confirmed in patient-derived TNBC xenografts. In patients for whom longitudinal specimens were available, JAK2 amplification was selected for during neoadjuvant chemotherapy and eventual metastatic spread, suggesting a role in tumorigenicity and chemoresistance, phenotypes often attributed to a cancer stem cell-like cell population. In TNBC cell lines with JAK2 copy gains or amplification, specific inhibition of JAK2 signaling reduced mammosphere formation and cooperated with chemotherapy in reducing tumor growth in vivo. In these cells, inhibition of JAK1-signal transducer and activator of transcription 3 (STAT3) signaling had little effect or, in some cases, counteracted JAK2-specific inhibition. Collectively, these results suggest that JAK2-specific inhibitors are more efficacious than dual JAK1/2 inhibitors against JAK2-amplified TNBCs. Furthermore, JAK2 amplification is a potential biomarker for JAK2 dependence, which, in turn, can be used to select patients for clinical trials with JAK2 inhibitors.
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Affiliation(s)
- Justin M Balko
- Department of Medicine, Vanderbilt University, Nashville, TN 37232, USA. Department of Cancer Biology, Vanderbilt University, Nashville, TN 37232, USA. Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN 37232, USA.
| | - Luis J Schwarz
- Department of Medicine, Vanderbilt University, Nashville, TN 37232, USA
| | - Na Luo
- Department of Medicine, Vanderbilt University, Nashville, TN 37232, USA
| | - Mónica V Estrada
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN 37232, USA. Department of Pathology, Microbiology, and Immunology, Vanderbilt University, Nashville, TN 37232, USA
| | - Jennifer M Giltnane
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN 37232, USA. Department of Pathology, Microbiology, and Immunology, Vanderbilt University, Nashville, TN 37232, USA
| | | | - Kai Wang
- Foundation Medicine, Cambridge, MA 02142, USA
| | - Violeta Sánchez
- Department of Medicine, Vanderbilt University, Nashville, TN 37232, USA
| | - Phillip T Dean
- Department of Medicine, Vanderbilt University, Nashville, TN 37232, USA
| | - Susan E Combs
- Departments of Pathology and Medicine, Yale University, New Haven, CT 06520, USA
| | - Donna Hicks
- Department of Cancer Biology, Vanderbilt University, Nashville, TN 37232, USA
| | | | | | - Franco D Doimi
- Instituto Nacional de Enfermedades Neoplásicas (INEN), Lima 34, Perú
| | | | | | | | - David L Rimm
- Departments of Pathology and Medicine, Yale University, New Haven, CT 06520, USA
| | - Henry Gómez
- Instituto Nacional de Enfermedades Neoplásicas (INEN), Lima 34, Perú
| | - Jenny C Chang
- Houston Methodist Cancer Center, Houston, TX 77030, USA
| | - Melinda E Sanders
- Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN 37232, USA. Department of Pathology, Microbiology, and Immunology, Vanderbilt University, Nashville, TN 37232, USA
| | - Rebecca S Cook
- Department of Cancer Biology, Vanderbilt University, Nashville, TN 37232, USA. Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN 37232, USA
| | - Carlos L Arteaga
- Department of Medicine, Vanderbilt University, Nashville, TN 37232, USA. Department of Cancer Biology, Vanderbilt University, Nashville, TN 37232, USA. Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN 37232, USA.
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Wang K, Sanchez-Martin M, Wang X, Knapp KM, Koche R, Vu L, Nahas MK, He J, Hadler M, Stein EM, Tallman MS, Donahue AL, Frampton GM, Lipson D, Roels S, Stephens PJ, Sanford EM, Brennan T, Otto GA, Yelensky R, Miller VA, Kharas MG, Levine RL, Ferrando A, Armstrong SA, Krivtsov AV. Patient-derived xenotransplants can recapitulate the genetic driver landscape of acute leukemias. Leukemia 2016; 31:151-158. [PMID: 27363283 PMCID: PMC5203983 DOI: 10.1038/leu.2016.166] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 05/25/2016] [Accepted: 05/31/2016] [Indexed: 12/20/2022]
Abstract
Genomic studies have identified recurrent somatic mutations in acute leukemias. However, current murine models do not sufficiently encompass the genomic complexity of human leukemias. To develop pre-clinical models, we transplanted 160 samples from patients with acute leukemia (AML, MLL, B-ALL and T-ALL) into immunodeficient mice. Of these, 119 engrafted with expected immunophenotype. Targeted sequencing of 374 genes and 265 frequently rearranged RNAs detected recurrent and novel genetic lesions in 48 paired primary tumor (PT) and patient-derived xenotransplant (PDX) samples. Overall, the frequencies of 274 somatic variant alleles correlated between PT and PDX samples, although the data were highly variable for variant alleles present at 0-10%. 17% of variant alleles were detected in either PT or PDX samples only. Based on variant allele frequency changes, 24 PT-PDX pairs were classified as concordant while the other 24 pairs showed various degree of clonal discordance. There was no correlation of clonal concordance with clinical parameters of diseases. Significantly more bone marrow samples than peripheral blood samples engrafted discordantly. These data demonstrate the utility of developing PDX banks for modeling human leukemia, and emphasize the importance of genomic profiling of PDX and patient samples to ensure concordance before performing mechanistic or therapeutic studies.
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Affiliation(s)
- K Wang
- Foundation Medicine, Cambridge, MA, USA
| | - M Sanchez-Martin
- Institute for Cancer Genetics Columbia University, New York, NY, USA
| | - X Wang
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - K M Knapp
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - R Koche
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - L Vu
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M K Nahas
- Foundation Medicine, Cambridge, MA, USA
| | - J He
- Foundation Medicine, Cambridge, MA, USA
| | - M Hadler
- Foundation Medicine, Cambridge, MA, USA
| | - E M Stein
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M S Tallman
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | - D Lipson
- Foundation Medicine, Cambridge, MA, USA
| | - S Roels
- Foundation Medicine, Cambridge, MA, USA
| | | | | | - T Brennan
- Foundation Medicine, Cambridge, MA, USA
| | - G A Otto
- Foundation Medicine, Cambridge, MA, USA
| | | | | | - M G Kharas
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - R L Levine
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A Ferrando
- Institute for Cancer Genetics Columbia University, New York, NY, USA
| | - S A Armstrong
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A V Krivtsov
- Center for Epigenetic Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Chung JH, Sanford E, Johnson A, Klempner SJ, Schrock AB, Palma NA, Erlich RL, Frampton GM, Chalmers ZR, Vergilio J, Rubinson DA, Sun JX, Chmielecki J, Yelensky R, Suh JH, Lipson D, George TJ, Elvin JA, Stephens PJ, Miller VA, Ross JS, Ali SM. Comprehensive genomic profiling of anal squamous cell carcinoma reveals distinct genomically defined classes. Ann Oncol 2016; 27:1336-41. [PMID: 27052656 DOI: 10.1093/annonc/mdw152] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [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: 01/19/2016] [Accepted: 03/22/2016] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Squamous cell cancers of the anal canal (ASCC) are increasing in frequency and lack effective therapies for advanced disease. Although an association with human papillomavirus (HPV) has been established, little is known about the molecular characterization of ASCC. A comprehensive genomic analysis of ASCC was undertaken to identify novel genomic alterations (GAs) that will inform therapeutic choices for patients with advanced disease. PATIENTS AND METHODS Hybrid-capture-based next-generation sequencing of exons from 236 cancer-related genes and intronic regions from 19 genes commonly rearranged in cancer was performed on 70 patients with ASCC. HPV status was assessed by aligning tumor sequencing reads to HPV viral genomes. GAs were identified using an established algorithm and correlated with HPV status. RESULTS Sixty-one samples (87%) were HPV-positive. A mean of 3.5 GAs per sample was identified. Recurrent alterations in phosphoinositol-3-kinase pathway (PI3K/AKT/mTOR) genes including amplifications and homozygous deletions were present in 63% of cases. Clinically relevant GAs in genes involved in DNA repair, chromatin remodeling, or receptor tyrosine kinase signaling were observed in 30% of cases. Loss-of-function mutations in TP53 and CDKN2A were significantly enhanced in HPV-negative cases (P < 0.0001). CONCLUSIONS This is the first comprehensive genomic analysis of ASCC, and the results suggest new therapeutic approaches. Differing genomic profiles between HPV-associated and HPV-negative ASCC warrants further investigation and may require novel therapeutic and preventive strategies.
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Affiliation(s)
| | | | | | - S J Klempner
- Division of Hematology-Oncology, University of California Irvine, Irvine
| | | | | | | | | | | | | | - D A Rubinson
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston
| | - J X Sun
- Foundation Medicine, Cambridge
| | | | | | - J H Suh
- Foundation Medicine, Cambridge
| | | | - T J George
- Division of Hematology-Oncology, University of Florida, Gainesville
| | | | | | | | - J S Ross
- Foundation Medicine, Cambridge Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, USA
| | - S M Ali
- Foundation Medicine, Cambridge
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Wang K, Ali SM, Khaira D, Elvin JA, Vergilio JA, Suh J, Yelensky R, Lipson D, Chmielecki J, Miller VA, Stephens PJ, Ross JS. Abstract P6-03-12: Comprehensive genomic profiling of clinically advanced mucinous carcinoma of the breast. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p6-03-12] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Mucinous carcinoma of the breast (mucBC) is generally associated with a favorable prognosis, but on occasion, may have an aggressive clinical course in which it is commonly refractory to cytotoxic chemotherapy. The low incidence of mucBC (∼2% of breast cancers) precludes the development of consensus based guidelines for management of these relapsed/refractory cases. We performed hybrid-capture based comprehensive genomic profiling (CGP) to identify potential therapy targets not routinely searched for in clinical management of metastatic mucBC.
Methods: DNA was extracted from 40 microns of FFPE sections from 22 cases of stage IV mucBC. Comprehensive genomic profiling (CGP) was performed using a hybrid-capture, adaptor ligation based next generation sequencing assay to a mean coverage depth of >550X. The results were analyzed for all classes of genomic alterations (GA) including base substitutions, insertions and deletions, select rearrangements, and copy number changes. Clinically relevant genomic alterations (CRGA) were defined as those identifying anti-cancer drugs on the market or in registered clinical trials.
Results: The median age of the 22 mucBC patients was 57 years (range 32 to 79 years). Samples were from breast (11), lymph nodes (3), chest wall (2), liver (2), soft tissue (2), bone (1) and pleura (1). Three mucBC were grade 1, 17 were grade 2 and 2 were grade 3. Twenty-one (95%) mucBC were ER+, 19 (86%) were PR+ and 4 (18%) were HER2+ by IHC and/or FISH. There were 129 GA identified on the 22 mucBC (5.9 per tumor) including 51 CRGA with a mean of 2.3 per tumor. Amplifications of FGFR1 and ZNF703 were found in 8 out of 22 cases (36%) on the same amplicon. Other most frequently altered genes were TP53 (32%), CCND1 and FGF3/4/19 often co-amplified together (27%). ERBB2/HER2 alterations were found on 5 cases (23%) including amplifications on all 4 HER2+ cases by IHC and/or FISH, and ERBB2 substitution D769Y on one additional mucBC. CRGA were found on some other 20 genes included PIK3CA (5), BRCA1 (1), TSC2 (1), STK11 (1), AKT3 (1), and ESR1 (1).
Conclusions: The subset of relapsed/refractory mucBC presents a management challenge, but comprehensive genomic profiling offers avenues for benefit from targeted therapy. MucBC relative to breast cancer is predominantly ER+, enriched for FGFR1 amplification, 36% vs 11% from TCGA ER+ breast cancer (N=601) with Fisher's test p-value <0.005. Moreover, metastatic mucBC appears more often to have ERBB2/HER2 alterations (23%) than typical mucBC cured by local treatments. Comprehensive genomic profiling uncovers a variety of genomic targets in metastatic mucBC that could facilitate the introduction of targeted therapies for patients with this challenging disease.
Citation Format: Wang K, Ali SM, Khaira D, Elvin JA, Vergilio J-A, Suh J, Yelensky R, Lipson D, Chmielecki J, Miller VA, Stephens PJ, Ross JS. Comprehensive genomic profiling of clinically advanced mucinous carcinoma of the breast. [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 P6-03-12.
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Affiliation(s)
- K Wang
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - SM Ali
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - D Khaira
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - JA Elvin
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J-A Vergilio
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J Suh
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - R Yelensky
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - D Lipson
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - J Chmielecki
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - VA Miller
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - PJ Stephens
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
| | - JS Ross
- Foundation Medicine, Inc., Cambridge, MA; Albany Medical College, Albany, NY
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Ross JS, Wang K, Ali SM, Chumsri S, Elvin JA, Vergilio JA, Suh J, Yelensky R, Lipson D, Chmielecki J, Miller VA, Stephens PJ. Abstract P3-07-05: Non-amplification ERBB2 genomic alterations in 5,605 cases of refractory and metastatic breast cancer: An emerging opportunity for anti-HER2 targeted therapies. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p3-07-05] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Non-amplification ERBB2 alterations (ERBB2 mut) in advanced/metastatic breast cancer (mBC) are not detected by IHC or FISH, but when detected by DNA sequencing assays can lead to clinical responses to anti-HER2 targeted therapy. We queried a database of more than 43,000 clinical cases to uncover the frequency, type and associated genomic alterations (GA) in mBC driven by ERBB2 mut and highlight clinical responses to small molecule drug and antibody-based anti-HER2 therapeutics.
Methods: DNA was extracted from 40 microns of FFPE sections from 5,605 mBC. Comprehensive genomic profiling (CGP) was performed using a hybrid-capture, adaptor ligation based next generation sequencing assay of up to 315 genes to a mean coverage depth of >600X. The results were analyzed for base substitutions, short insertions and deletions, selected rearrangements, and copy number changes.
Results: 698 (12.5%) of 5,605 mBC featured ERBB2 alterations. 596 (10.6%) featured ERBB2 amplifications and 137 (2.4%) featured ERBB2mut. 35 (0.6%) of total mBC had both ERBB2amp and ERBB2mut, which accounted for 5.0% of all ERBB2 altered mBC. The 137 ERBB2mut mBC cases had a median age of 61 years (range 29 to 93 years) and were sequenced to a mean depth of 600X. Samples utilized for CGP included 52 (38%) from the patient's primary BC and 85 (62%) from metastatic sites including bone/soft tissue/skin (12%), liver (20%), LN (14%), serous cavities (6%), lung (4%) and miscellaneous sites (6%). 71 (52%) mBC were submitted as carcinoma NOS, 44 (32%) as IDC, 22 (16%) as ILC and 1 (1%) as mucinous mBC. Of the 137 ERBB2mut cases, 8 featured more than 1 ERBB2 mut. There were 124 (85%) ERBB2 kinase domain mutations and 15 (10%) extra-cellular domain ERBB2mut. The most common genes co-altered in ERBB2mut mBC were TP53 (49%), PIK3CA (42%), CDH1 (37%), MYC (17%), and CCND1 (16%). The enrichment of ERBB2mut in CDH1 mut mBR was significant (p=0.0006) and associated with relapsed lobular mBC. Multiple case examples of kinase domain and extra-cellular domain ERBB2mut mBC responding to a variety of anti-HER2 targeted therapies will be presented.
Conclusions: In this large series of 5,605 mBC, 20% of the total ERBB2 alterations were non-amplification ERBB2mut not detectable by standard of care IHC and FISH slide-based HER2 tests. Given the demonstration of ERBB2mut driven mBC responsive to anti-HER2 targeted therapies in this study, expansion of clinical trials designed to detect these ERBB2mut cases with CGP and optimize the targeted therapies for these patients is strongly recommended.
Citation Format: Ross JS, Wang K, Ali SM, Chumsri S, Elvin JA, Vergilio J-A, Suh J, Yelensky R, Lipson D, Chmielecki J, Miller VA, Stephens PJ. Non-amplification ERBB2 genomic alterations in 5,605 cases of refractory and metastatic breast cancer: An emerging opportunity for anti-HER2 targeted therapies. [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 P3-07-05.
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Affiliation(s)
- JS Ross
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - K Wang
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - SM Ali
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - S Chumsri
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - JA Elvin
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - J-A Vergilio
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - J Suh
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - R Yelensky
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - D Lipson
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - J Chmielecki
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - VA Miller
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
| | - PJ Stephens
- Albany Medical College, Albany, NY; Foundation Medicine, Cambridge, MA; Mayo Clinic Cancer Center, Jacksonville, FL; Washington University, Saint Louis, MO
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Alvarez RH, Thomas JW, Kramer K, Niu J, Ahn E, McKnight JE, Dhillon N, Pabbathi H, Johnson AT, Wang K, Ross JS, Miller VA, Stephens PJ, Daneker GW, Ali S, Markman M. Abstract P6-07-06: Clinicopathologic characterization and comprehensive genomic profiling (CGP) of advanced breast cancer patients with fibroblast growth factor receptor (FGFR) alterations. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p6-07-06] [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: FGFR family members are infrequently mutated but are frequently overexpressed in breast cancer and often accompanied by increased, or altered, expression of FGF ligands. In this retrospective study, we reviewed a large series of FGFR altered breast cancer cases that received comprehensive genomic profiling (CGP) in the course of clinical care.
MATERIAL AND METHODS: CGP was performed on hybridization-captures, adaptor ligation-based libraries using DNA extracted from 40 μm formalin-fixed paraffin-embedded (FFPE) section cut at 10 μm performed in a CLIA-certified lab (Foundation Medicine, Inc.). The pathologic diagnosis of each case was confirmed on routine hematoxylin and eosin-stained slides, and all samples forwarded for DNA extraction contained a minimum of 20% of DNA derived from tumor cells. The FoundationOne test sequences the full coding regions of up to 315 cancer-related genes, and up to 28 genes that are frequently altered in cancer to detect all classes of genomic alterations including base substitutions, indels, copy-number alterations (CNA), and fusions/rearrangements. The average depth of coverage is greater than 600X. The genomic profiles of 2,617 patients with diverse advanced malignancies who were evaluated at Cancer Treatment Centers of America between 12/24/12 and 03/11/15 were reviewed. 176 FGFR alterations (7.8%) were detected, of which 76 (43.5%) were found in breast cancer cases out of 434 (16.5%). The study was carried out in accordance with WIRB Institutional Review Board.
RESULTS: A total of 76 female breast cancer patients, having a median age 50 (range, 28-69), with FGFR alterations were reviewed. All patients had metastatic/relapsed advanced breast cancer. 54 patients were Estrogen Receptor-positive (70%), and 15 were HER2+ (20%). 6 patients had gBRCA deleterious mutations. 84% of the samples (n=67) tissue block were analyzed, and the anatomic sites represented by the samples were 24 breast primary tumor (31%), 15 liver (19%), 10 lymph nodes (13%), and other sites (37%). The median number of chemotherapies cycles was 4 (range, 1-12), and the median time to metastasis was 31 months (range, 0-175). At the time of this report, 31 patients (40%) were deceased. 79 FGFR gene alterations were identified in 76 patients, including FGFR1 (65), FGFR2 (6), FGFR3 (2), and FGFR4 (4), with all but 7 of these being amplifications. The most co-existent altered gene was TP53 (66%), and other altered genes included PIK3CA (37%), MYC (28%), FGF3/4/19 (17%), CCND1 (17%), and CCNE1 (16%). The subset of co-amplified FGF3/4/19 and FGFR amplified patients were all (7) ER+ except for 1 patient.
CONCLUSIONS: FGFR genomic alterations in breast cancer patients are predominantly amplifications and are most commonly observed in ER+ patients. Further review of treatment history will be performed to evaluate the hypothesis that alterations of FGFR is a modifier of response to endocrine therapy, and co-amplified FGF3/4/19 and FGFR breast cancer cases may be a distinct clinic-pathologic entity. Any patients in this series initiated on anti-FGFR targeted therapy will also be reported.
Citation Format: Alvarez RH, Thomas JW, Kramer K, Niu J, Ahn E, McKnight JE, Dhillon N, Pabbathi H, Johnson AT, Wang K, Ross JS, Miller VA, Stephens PJ, Daneker GW, Ali S, Markman M. Clinicopathologic characterization and comprehensive genomic profiling (CGP) of advanced breast cancer patients with fibroblast growth factor receptor (FGFR) alterations. [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 P6-07-06.
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Affiliation(s)
- RH Alvarez
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - JW Thomas
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - K Kramer
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - J Niu
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - E Ahn
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - JE McKnight
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - N Dhillon
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - H Pabbathi
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - AT Johnson
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - K Wang
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - JS Ross
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - VA Miller
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - PJ Stephens
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - GW Daneker
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - S Ali
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
| | - M Markman
- Cancer Treatment Centers of America, Newnan, GA; Foundation Medicine Inc, Cambridge, MA
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Ganesan P, Ali SM, Wang K, Blumenschein GR, Esmaeli B, Wolff RA, Miller VA, Stephens PJ, Ross JS, Palmer GA, Janku F. Epidermal Growth Factor Receptor P753S Mutation in Cutaneous Squamous Cell Carcinoma Responsive to Cetuximab-Based Therapy. J Clin Oncol 2016; 34:e34-7. [PMID: 24934779 DOI: 10.1200/jco.2013.50.3516] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Affiliation(s)
| | | | - Kai Wang
- Foundation Medicine, Cambridge, MA
| | | | - Bita Esmaeli
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Robert A Wolff
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | - Filip Janku
- The University of Texas MD Anderson Cancer Center, Houston, TX
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24
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Ross JS, Wang K, Johnson A, Watson J, Hatzis C, Pusztai L, Chmielecki J, Yelensky R, Lipson D, Elvin JA, Vergilio J, Suh J, Miller VA, Dicke K, Stephens PJ, Ali SM. Abstract A32: MCL1 gene amplification in breast cancer is associated with TNBC status and can respond to a sorafenib/vorinostat regimen. Mol Cancer Res 2016. [DOI: 10.1158/1557-3125.advbc15-a32] [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: MCL1 encodes the induced myeloid leukemia cell differentiation protein Mcl-1, a member of the BCL-2 family which functions to inhibit apoptosis. Mcl-1 over-expression has been associated with high tumor grade and adverse prognosis in triple negative breast cancer (TNBC) but therapies specifically leading to inhibition of MCL-1 have not been identified.
Methods: Comprehensive genomic profiling (CGP) using hybridization capture of 3,769 exons from 315 cancer-related genes and 47 introns of 19 genes commonly rearranged in cancer was applied to ≥50ng of DNA extracted from 2,824 consecutive BC and sequenced to high, uniform median coverage (>600X). The original primary BC was assayed in 44% of cases and a sample from a metastatic focus was assayed in 56% of cases.
Results: Of 2824 consecutive BC cases, 200 (7.1%) cases harbored MCL1 amplification. Of these MCL1-amplified cases, 146 (73%) were TNBC and 54 were non-TNBC (p<0.0001). Twelve of the latter cases (22%) were ERBB2 (HER2) amplified and slide-based HER2 status concordance with CGP was 99%. MCL1 amplification was also observed in the TCGA dataset for 32/123 (26%) of TNBC (p=0.008). Of the MCL1 amplified TNBC cases, 88% were high grade and 98% were stage IV at the time of CGP. Genes co-altered within MCL1 amplified TNBC included TP53 (86%), MYC (41%), MYST3 (21%), LYN (20%), CCNE1 (19%), PIK3CA (18%), and AKT3 (15%). Two MCL1 amplified TNBC patients were treated with a multi-drug regimen based on sorafenib and vorinostat and experienced significant clinical benefit.
Conclusions: MCL1 amplification is a frequent feature in advanced stage and high grade TNBC, and correspondingly such MCL1 amplified tumors very seldom harbor co-amplifications of ERBB2. Clinical observation suggests that treatment with sorafenib and vorinostat in heavily pre-treated MCL1 amplified patients may be correlated with clinical benefit, consistent with historic preclinical investigation. These preliminary findings suggest that MCL1 amplified TNBC may be able to benefit from combination targeted therapy, and warrant further systematic investigation.
Citation Format: JS Ross, K Wang, A Johnson, J Watson, C Hatzis, L Pusztai, J Chmielecki, R Yelensky, D Lipson, JA Elvin, J Vergilio, J Suh, VA Miller, K Dicke, PJ Stephens, SM Ali. MCL1 gene amplification in breast cancer is associated with TNBC status and can respond to a sorafenib/vorinostat regimen. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Breast Cancer Research; Oct 17-20, 2015; Bellevue, WA. Philadelphia (PA): AACR; Mol Cancer Res 2016;14(2_Suppl):Abstract nr A32.
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Affiliation(s)
- JS Ross
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - K Wang
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - A Johnson
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - J Watson
- 2Arlington Cancer Center, Arlington, TX,
| | - C Hatzis
- 3Yale Cancer Center, New Haven, CT
| | | | | | - R Yelensky
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - D Lipson
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - JA Elvin
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - J Vergilio
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - J Suh
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - VA Miller
- 1Foundation Medicine, Inc., Cambridge, MA,
| | - K Dicke
- 2Arlington Cancer Center, Arlington, TX,
| | | | - SM Ali
- 1Foundation Medicine, Inc., Cambridge, MA,
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Patel HP, White MC, Westbury L, Syddall HE, Stephens PJ, Clough GF, Cooper C, Sayer AA. Skeletal muscle morphology in sarcopenia defined using the EWGSOP criteria: findings from the Hertfordshire Sarcopenia Study (HSS). BMC Geriatr 2015; 15:171. [PMID: 26678672 PMCID: PMC4683975 DOI: 10.1186/s12877-015-0171-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 12/10/2015] [Indexed: 01/06/2023] Open
Abstract
Background Sarcopenia is defined as the loss of muscle mass and function with age and is associated with decline in mobility, frailty, falls and mortality. There is considerable interest in understanding the underlying mechanisms. Our aim was to characterise muscle morphology changes associated with sarcopenia among community dwelling older men. Methods One hundred and five men aged 68–76 years were recruited to the Hertfordshire Sarcopenia Study (HSS) for detailed characterisation of muscle including measures of muscle mass, strength and function. Muscle tissue was obtained from a biopsy of the vastus lateralis for 99 men and was processed for immunohistochemical studies to determine myofibre distribution and area, capillarisation and satellite cell (SC) density. Results Six (6 %) men had sarcopenia as defined by the European Working Group on Sarcopenia in Older People (EWGSOP) criteria. These men had lower SC density (1.7 cells/mm2 vs 3.8 cells/mm2, p = 0.06) and lower SC/fibre ratio (0.02 vs 0.06, p = 0.06) than men without sarcopenia. Although men with sarcopenia tended to have smaller myofibres and lower capillary to fibre ratio, these relationships were not statistically significant. Conclusion We have shown that there may be altered muscle morphology parameters in older men with sarcopenia. These results have the potential to help identify cell and molecular targets for therapeutic intervention. This work now requires extension to larger studies which also include women.
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Affiliation(s)
- H P Patel
- Academic Geriatric Medicine, University of Southampton, University Hospital Southampton FoundationTrust (UHSFT), Tremona Road, Southampton, SO16 6YD, UK. .,Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, UHSFT, Tremona Road, Southampton, SO16 6YD, UK. .,National Institute for Health Research Southampton Biomedical Research Centre, University of Southampton and UHSFT, Tremona Road, Southampton, SO16 6YD, UK.
| | - M C White
- Academic Geriatric Medicine, University of Southampton, University Hospital Southampton FoundationTrust (UHSFT), Tremona Road, Southampton, SO16 6YD, UK
| | - L Westbury
- Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, UHSFT, Tremona Road, Southampton, SO16 6YD, UK
| | - H E Syddall
- Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, UHSFT, Tremona Road, Southampton, SO16 6YD, UK
| | - P J Stephens
- Academic Geriatric Medicine, University of Southampton, University Hospital Southampton FoundationTrust (UHSFT), Tremona Road, Southampton, SO16 6YD, UK
| | - G F Clough
- Institute for Developmental Sciences, University of Southampton, UHSFT, Tremona Road, Southampton, SO16 6YD, UK
| | - C Cooper
- Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, UHSFT, Tremona Road, Southampton, SO16 6YD, UK.,National Institute for Health Research Southampton Biomedical Research Centre, University of Southampton and UHSFT, Tremona Road, Southampton, SO16 6YD, UK.,National Institute for Health Research Musculoskeletal Biomedical Research Unit, University of Oxford, Oxford, UK
| | - A A Sayer
- Academic Geriatric Medicine, University of Southampton, University Hospital Southampton FoundationTrust (UHSFT), Tremona Road, Southampton, SO16 6YD, UK.,Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, UHSFT, Tremona Road, Southampton, SO16 6YD, UK.,National Institute for Health Research Southampton Biomedical Research Centre, University of Southampton and UHSFT, Tremona Road, Southampton, SO16 6YD, UK.,National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care: Wessex, Academic Geriatric Medicine, University of Southampton, UHSFT, Tremona Road, Southampton, SO16 6YD, UK.,Newcastle University Institute for Ageing and Institute of Health & Society, Newcastle University, Newcastle, UK
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Childress MA, Gupta A, Lipson D, Otto G, Brennan T, Chung CT, Borinstein SC, Ross JS, Stephens PJ, Miller VA, Coffin CM, Hornick JL, Lovly CM. Abstract 497: Understanding oncogenic fusions: Lessons learned from inflammatory myofibroblastic tumor. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-497] [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
Oncogenic kinase fusions are validated targets for cancer therapy. With the advent of next generation sequencing (NGS) based clinical diagnostic tools, the detection of these kinase fusions is rapidly increasing across multiple adult and pediatric tumor types. However, there remains a need to better understand the functional impact of these fusions in order to help direct clinical therapies. To study fusion biology, we have made use of a large collection of inflammatory myofibroblastic tumor (IMT) samples. IMT is a rare mesenchymal malignancy, which typically occurs in children. We have recently demonstrated that IMTs harbor multiple therapeutically actionable kinase fusions, including ALK, ROS1, and PDGFRB fusions, using a targeted capture-based NGS assay in a CLIA laboratory (Foundation Medicine). Our initial results demonstrated both previously described ALK fusions, including TPM3-, TPM4-, TFG-, and RANBP2-ALK as well as novel ALK fusions, including PRKAR1A-ALK and LMNA-ALK. Although the presence of ALK fusions within a tumor has been correlated with response to ALK inhibitor therapy, the role that the 5′ prime partner gene may play in the functional biology of the fusion has not been systematically investigated. To address this, we stably transfected cDNAs encoding LMNA-ALK, RANBP2-ALK, FN1-ALK, TFG-ALK, and PRKAR1A-ALK into BA/F3 cells. All X-ALK (X = the fusion partner) variants were tyrosine phosphorylated and their subcellular distribution was in agreement with that observed in the primary tumors harboring the identical fusion. Subcellular localization was altered as a function of the fusion partner. For example, LMNA-ALK was predominantly cytoplasmic while RANBP2-ALK was predominantly perinuclear. Additionally, we compared proliferation rates, downstream signaling, and sensitivity to various structurally different ALK inhibitors amongst all of the X-ALK fusions. Overall, our results suggest that the specific fusion partner may affect the properties of the ALK fusion protein, including sensitivity to ALK inhibitors currently in clinical use. To date, most ALK fusions are detected by immunohistochemistry for ALK overexpression or by “break-apart” fluorescence in situ hybridization (FISH), techniques which may be falsely negative in some settings and in others cannot discern specific fusion present. As the role of NGS increases in clinical diagnostics, our findings may provide further biological and clinical insights into these kinase fusions.
Citation Format: Merrida A. Childress, Abha Gupta, Doron Lipson, Geoff Otto, Tina Brennan, Catherine T. Chung, Scott C. Borinstein, Jeffrey S. Ross, Phillip J. Stephens, Vincent A. Miller, Cheryl M. Coffin, Jason L. Hornick, Christine M. Lovly. Understanding oncogenic fusions: Lessons learned from inflammatory myofibroblastic tumor. [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 497. doi:10.1158/1538-7445.AM2015-497
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Affiliation(s)
| | - Abha Gupta
- 2University of Toronto, Toronto, Ontario, Canada
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27
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Heuck CJ, Jethava Y, Khan R, van Rhee F, Zangari M, Chavan S, Robbins K, Miller SE, Matin A, Mohan M, Ali SM, Stephens PJ, Ross JS, Miller VA, Davies F, Barlogie B, Morgan G. Inhibiting MEK in MAPK pathway-activated myeloma. Leukemia 2015; 30:976-80. [PMID: 26228812 PMCID: PMC4832073 DOI: 10.1038/leu.2015.208] [Citation(s) in RCA: 81] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- C J Heuck
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Y Jethava
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - R Khan
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - F van Rhee
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - M Zangari
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - S Chavan
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - K Robbins
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - S E Miller
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - A Matin
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - M Mohan
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - S M Ali
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | - J S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA.,Department of Pathology, Albany Medical College, Albany, NY, USA
| | - V A Miller
- Foundation Medicine, Inc., Cambridge, MA, USA
| | - F Davies
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - B Barlogie
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - G Morgan
- Myeloma Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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Chung CH, Guthrie VB, Masica DL, Tokheim C, Kang H, Richmon J, Agrawal N, Fakhry C, Quon H, Subramaniam RM, Zuo Z, Seiwert T, Chalmers ZR, Frampton GM, Ali SM, Yelensky R, Stephens PJ, Miller VA, Karchin R, Bishop JA. Genomic alterations in head and neck squamous cell carcinoma determined by cancer gene-targeted sequencing. Ann Oncol 2015; 26:1216-1223. [PMID: 25712460 PMCID: PMC4516044 DOI: 10.1093/annonc/mdv109] [Citation(s) in RCA: 139] [Impact Index Per Article: 15.4] [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: 12/06/2014] [Revised: 01/23/2015] [Accepted: 02/18/2015] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND To determine genomic alterations in head and neck squamous cell carcinoma (HNSCC) using formalin-fixed, paraffin-embedded (FFPE) tumors obtained through routine clinical practice, selected cancer-related genes were evaluated and compared with alterations seen in frozen tumors obtained through research studies. PATIENTS AND METHODS DNA samples obtained from 252 FFPE HNSCC were analyzed using next-generation sequencing-based (NGS) clinical assay to determine sequence and copy number variations in 236 cancer-related genes plus 47 introns from 19 genes frequently rearranged in cancer. Human papillomavirus (HPV) status was determined by presence of the HPV DNA sequence in all samples and corroborated with high-risk HPV in situ hybridization (ISH) and p16 immunohistochemical (IHC) staining in a subset of tumors. Sequencing data from 399 frozen tumors in The Cancer Genome Atlas and University of Chicago public datasets were analyzed for comparison. RESULTS Among 252 FFPE HNSCC, 84 (33%) were HPV positive and 168 (67%) were HPV negative by sequencing. A subset of 40 tumors with HPV ISH and p16 IHC results showed complete concordance with NGS-derived HPV status. The most common genes with genomic alterations were PIK3CA and PTEN in HPV-positive tumors and TP53 and CDKN2A/B in HPV-negative tumors. In the pathway analysis, the PI3K pathway in HPV-positive tumors and DNA repair-p53 and cell cycle pathways in HPV-negative tumors were frequently altered. The HPV-positive oropharynx and HPV-positive nasal cavity/paranasal sinus carcinoma shared similar mutational profiles. CONCLUSION The genomic profile of FFPE HNSCC tumors obtained through routine clinical practice is comparable with frozen tumors studied in research setting, demonstrating the feasibility of comprehensive genomic profiling in a clinical setting. However, the clinical significance of these genomic alterations requires further investigation through application of these genomic profiles as integral biomarkers in clinical trials.
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Affiliation(s)
- C H Chung
- Department of Oncology; Department of Otolaryngology-Head and Neck Surgery.
| | - V B Guthrie
- Department of Biomedical Engineering, Institute for Computational Medicine
| | - D L Masica
- Department of Biomedical Engineering, Institute for Computational Medicine
| | - C Tokheim
- Department of Biomedical Engineering, Institute for Computational Medicine
| | | | - J Richmon
- Department of Otolaryngology-Head and Neck Surgery
| | - N Agrawal
- Department of Otolaryngology-Head and Neck Surgery
| | - C Fakhry
- Department of Oncology; Department of Otolaryngology-Head and Neck Surgery; Department of Milton J. Dance Head and Neck Center, Baltimore
| | - H Quon
- Department of Radiation Oncology
| | - R M Subramaniam
- Department of Oncology; Department of Otolaryngology-Head and Neck Surgery; Department of Radiology and Radiological Sciences
| | - Z Zuo
- Department of Medicine, University of Chicago, Chicago
| | - T Seiwert
- Department of Medicine, University of Chicago, Chicago
| | | | | | - S M Ali
- Foundation Medicine, Inc., Cambridge, USA
| | - R Yelensky
- Foundation Medicine, Inc., Cambridge, USA
| | | | - V A Miller
- Foundation Medicine, Inc., Cambridge, USA
| | - R Karchin
- Department of Oncology; Department of Biomedical Engineering, Institute for Computational Medicine
| | - J A Bishop
- Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore
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Balko JM, Denkert C, Salgado R, O'Hely M, Savas P, Beavis PA, Darcy PK, Combs S, Rimm DL, Giltnane JM, Estrada MV, Sanders ME, Cook RS, Wang K, Miller VA, Stephens PJ, Yelensky R, Pinto JA, Doimi F, Gomez H, Arteaga CL, Loi S. Abstract S1-08: Reduced tumor lymphocytic infiltration in the residual disease (RD) of post-neoadjuvant chemotherapy (NAC) triple-negative breast cancers (TNBC) is associated with Ras/MAPK activation and poorer survival. Cancer Res 2015. [DOI: 10.1158/1538-7445.sabcs14-s1-08] [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
Backgound: Tumor-infiltrating lymphocytes (TILs) are associated with improved prognosis in TNBCs, with several retrospective analyses demonstrating that TNBCs with high baseline TILs have higher rates of pathologic complete response (pCR) to NAC. Moreover, the TIL burden in the RD of patients who do not achieve pCR to NAC is also correlated with prognosis. However, insight into the molecular pathways in TNBC which modulate heterogeneity in host anti-tumor immune responses is lacking. To address this gap in knowledge, we analyzed TILs retrospectively in a cohort of clinically and molecularly characterized TNBCs with RD after NAC.
Methods: TILs were scored in H&E stained slides by expert pathologists in the post-treatment tumors of 92 NAC-treated TNBC patients with RD at the time of resection and in 44 matched baseline diagnostic biopsies. Genomic alterations in the RD were assayed using targeted next-generation sequencing (tNGS) while selected transcriptional signatures were evaluated by NanoString as previously published (Balko et al, Cancer Discovery 2014). Differences in pre- and post-NAC TILs were compared between tumors harboring alterations in cell cycle, PI3K/mTOR, growth factor receptors, Ras/MAPK and DNA repair pathways. Associations of TILs with transcriptional signatures were also tested.
Results: A strong positive association of TILs in NAC-treated specimens was observed with RFS (coxPH p=0.0001, relative risk reduction of 3.4% for each % of TILs) and OS (p=0.0016; relative risk reduction of 2.8% for each % of TILs). In multivariate analysis with stage, age, node status and RD tumor cellularity, TILs in the post-NAC disease remained a significant predictor of RFS and OS (p=0.0008 and p=0.007, respectively). TILs tended to decrease with NAC in paired samples, although this decrease was not statistically significant (p=0.07).
Genetic alterations in the Ras/MAPK (amplifications in KRAS, BRAF, RAF1 and truncations in NF1) and cell cycle pathway (alterations in CCND1-3, CDK4, CDK6, CCNE1, RB, AURKA and CDKN2A) were associated with lower TILs in RD (p=0.005 and p=0.05, respectively). A significant inverse linear correlation was detected between a transcriptional signature of Ras/MAPK activation (Pratilas et al, PNAS 2009) and TILs in the RD (Spearman’s r=-0.42; p=0.00028). Total number of alterations of likely functional significance detected by tNGS showed no association with TILs, suggesting that the association of Ras/MAPK deregulation and cell cycle alterations with TILs may be a pathway-specific effect.
In TNBC cell lines, chemical inhibition of MEK transcriptionally up-regulated MHC-I and MHC-II molecules, while simultaneously down-regulating mRNA expression of the immune checkpoint inhibitor PD-L1 (MDA-231 p=0.00002, BT549 p=0.0003, and SUM159PT p=0.009). In vivo experiments confirming these associations are underway.
Conclusions: Our data suggest a strong correlation of Ras/MAPK pathway activation with immune-evasion and outcome in TNBC. With additional mechanistic understanding, rational design of clinical trials combining MEK inhibitors with PD-L1 antibodies in TNBC may be warranted.
Citation Format: Justin M Balko, Carsten Denkert, Roberto Salgado, Martin O'Hely, Peter Savas, Paul A Beavis, Phil K Darcy, Susan Combs, David L Rimm, Jennifer M Giltnane, Monica V Estrada, Melinda E Sanders, Rebecca S Cook, Kai Wang, Vincent A Miller, Phillip J Stephens, Roman Yelensky, Joseph A Pinto, Franco Doimi, Henry Gomez, Carlos L Arteaga, Sherene Loi. Reduced tumor lymphocytic infiltration in the residual disease (RD) of post-neoadjuvant chemotherapy (NAC) triple-negative breast cancers (TNBC) is associated with Ras/MAPK activation and poorer survival [abstract]. In: Proceedings of the Thirty-Seventh Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2014 Dec 9-13; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2015;75(9 Suppl):Abstract nr S1-08.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Henry Gomez
- 9Instituto Nacional de Enfermedades Neoplásicas (INEN)
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Chalmers ZR, Ali SM, Ohgami RS, Campregher PV, Frampton GM, Yelensky R, Elvin JA, Palma NA, Erlich R, Vergilio JA, Chmielecki J, Ross JS, Stephens PJ, Hermann R, Miller VA, Miles CR. Comprehensive genomic profiling identifies a novel TNKS2-PDGFRA fusion that defines a myeloid neoplasm with eosinophilia that responded dramatically to imatinib therapy. Blood Cancer J 2015; 5:e278. [PMID: 25658984 PMCID: PMC4349257 DOI: 10.1038/bcj.2014.95] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Affiliation(s)
| | - S M Ali
- Foundation Medicine Inc., Cambridge, MA, USA
| | - R S Ohgami
- Department of Pathology, Stanford School of Medicine, Stanford, CA, USA
| | - P V Campregher
- 1] Foundation Medicine Inc., Cambridge, MA, USA [2] Clinical Laboratory, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | | | - R Yelensky
- Foundation Medicine Inc., Cambridge, MA, USA
| | - J A Elvin
- Foundation Medicine Inc., Cambridge, MA, USA
| | - N A Palma
- Foundation Medicine Inc., Cambridge, MA, USA
| | - R Erlich
- Foundation Medicine Inc., Cambridge, MA, USA
| | - J-A Vergilio
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | | | - J S Ross
- 1] Foundation Medicine Inc., Cambridge, MA, USA [2] Department of Pathology and Laboratory Medicine, Albany Medical Center, Albany, NY, USA
| | | | - R Hermann
- Northwest Georgia Oncology Centers, Jasper Cancer Center, Jasper, GA, USA
| | - V A Miller
- Foundation Medicine Inc., Cambridge, MA, USA
| | - C R Miles
- Northwest Georgia Oncology Centers, Jasper Cancer Center, Jasper, GA, USA
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Ross JS, Wang K, Elkadi OR, Tarasen A, Foulke L, Sheehan CE, Otto GA, Palmer G, Yelensky R, Lipson D, Chmielecki J, Ali SM, Elvin J, Morosini D, Miller VA, Stephens PJ. Next-generation sequencing reveals frequent consistent genomic alterations in small cell undifferentiated lung cancer. J Clin Pathol 2014; 67:772-6. [PMID: 24978188 PMCID: PMC4145440 DOI: 10.1136/jclinpath-2014-202447] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Aims Small cell lung cancer (SCLC) carries a poor prognosis, and the systemic therapies currently used as treatments are only modestly effective, as demonstrated by a low 5-year survival at only ∼5%. In this retrospective collected from March 2013 to study, we performed comprehensive genomic profiling of 98 small cell undifferentiated lung cancer (SCLC) samples to identify potential targets of therapy not currently searched for in routine clinical practice. Methods DNA from 98 SCLC was sequenced to high, uniform coverage (Illumina HiSeq 2500) and analysed for all classes of genomic alterations. Results A total of 386 alterations were identified for an average of 3.9 alterations per tumour (range 1–10). Fifty-two (53%) of cases harboured at least 1 actionable alteration with the potential to personalise therapy including base substitutions, amplifications or homozygous deletions in RICTOR (10%), KIT (7%), PIK3CA (6%), EGFR (5%), PTEN (5%), KRAS (5%), MCL1 (4%), FGFR1 (4%), BRCA2, (4%), TSC1 (3%), NF1 (3%), EPHA3 (3%) and CCND1. The most common non-actionable genomic alterations were alterations in TP53 (86% of SCLC cases), RB1 (54%) and MLL2 (17%). Conclusions Greater than 50% of the SCLC cases harboured at least one actionable alteration. Given the limited treatment options and poor prognosis of patients with SCLC, comprehensive genomic profiling has the potential to identify new treatment paradigms and meet an unmet clinical need for this disease.
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Ross JS, Wang K, Rand JV, Gay L, Presta MJ, Sheehan CE, Ali SM, Elvin JA, Labrecque E, Hiemstra C, Buell J, Otto GA, Yelensky R, Lipson D, Morosini D, Chmielecki J, Miller VA, Stephens PJ. Next-generation sequencing of adrenocortical carcinoma reveals new routes to targeted therapies. J Clin Pathol 2014; 67:968-73. [PMID: 25078331 PMCID: PMC4215283 DOI: 10.1136/jclinpath-2014-202514] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Aims Adrenocortical carcinoma (ACC) carries a poor prognosis and current systemic cytotoxic therapies result in only modest improvement in overall survival. In this retrospective study, we performed a comprehensive genomic profiling of 29 consecutive ACC samples to identify potential targets of therapy not currently searched for in routine clinical practice. Methods DNA from 29 ACC was sequenced to high, uniform coverage (Illumina HiSeq) and analysed for genomic alterations (GAs). Results At least one GA was found in 22 (76%) ACC (mean 2.6 alterations per ACC). The most frequent GAs were in TP53 (34%), NF1 (14%), CDKN2A (14%), MEN1 (14%), CTNNB1 (10%) and ATM (10%). APC, CCND2, CDK4, DAXX, DNMT3A, KDM5C, LRP1B, MSH2 and RB1 were each altered in two cases (7%) and EGFR, ERBB4, KRAS, MDM2, NRAS, PDGFRB, PIK3CA, PTEN and PTCH1 were each altered in a single case (3%). In 17 (59%) of ACC, at least one GA was associated with an available therapeutic or a mechanism-based clinical trial. Conclusions Next-generation sequencing can discover targets of therapy for relapsed and metastatic ACC and shows promise to improve outcomes for this aggressive form of cancer.
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Affiliation(s)
- J S Ross
- Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, New York, USA Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - K Wang
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - J V Rand
- Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, New York, USA
| | - L Gay
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - M J Presta
- Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, New York, USA
| | - C E Sheehan
- Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, New York, USA
| | - S M Ali
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - J A Elvin
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - E Labrecque
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - C Hiemstra
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - J Buell
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - G A Otto
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - R Yelensky
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - D Lipson
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - D Morosini
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - J Chmielecki
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - V A Miller
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - P J Stephens
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
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Subbiah V, Westin SN, Wang K, Araujo D, Wang WL, Miller VA, Ross JS, Stephens PJ, Palmer GA, Ali SM. Targeted therapy by combined inhibition of the RAF and mTOR kinases in malignant spindle cell neoplasm harboring the KIAA1549-BRAF fusion protein. J Hematol Oncol 2014; 7:8. [PMID: 24422672 PMCID: PMC3896681 DOI: 10.1186/1756-8722-7-8] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Accepted: 12/31/2013] [Indexed: 01/08/2023] Open
Abstract
Background Oncologic patients who are extreme responders to molecularly targeted therapy provide an important opportunity to better understand the biologic basis of response and, in turn, inform clinical decision making. Malignant neoplasms with an uncertain histologic and immunohistochemical characterization present challenges both on initial diagnostic workups and then later in management, as current treatment algorithms are based on a morphologic diagnosis. Herein, we report a case of a difficult to characterize sarcoma-like lesion for which genomic profiling with clinical next generation sequencing (NGS) identified the molecular underpinnings of arrested progression(stable disease) under combination targeted therapy within a phase I clinical trial. Methods Genomic profiling with clinical next generation sequencing was performed on the FoundationOne™ platform (Foundation Medicine, Cambridge MA). Histopathology and immunohistochemical studies were performed in the Department of Pathology, MD Anderson Cancer Center (Houston, TX). Treatment was administered in the context of a phase I clinical trial ClinicalTrials.gov Identifier: (NCT01187199). Results The histology of the tumor was that of a spindle cell neoplasm, grade 2 by FNCLCC standards. Immunohistochemical staining was positive for S100 and CD34. Genomic profiling identified the following alterations: a KIAA1549-BRAF gene fusion resulting from a tandem duplication event, a homozygous deletion of PTEN, and frameshift insertion/deletions in CDKN2A A68fs*51, SUFU E283fs*3, and MAP3K1 N325fs*3. The patient had a 25% reduction in tumor (RECIST v1.1) following combination therapy consisting of sorafenib, temsirolimus, and bevazicumab within a phase I clinical trial. Conclusions The patient responded to combination targeted therapy that fortuitously targeted KIAA1549-BRAF and PTEN loss within a spindle cell neoplasm, as revealed by genomic profiling based on NGS. This is the first report of a tumor driven by a KIAA1549-BRAF fusion responding to sorafenib-based combination therapy.
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Affiliation(s)
- Vivek Subbiah
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd,, FC8,3038, Box 0455, Houston, TX 77030, USA.
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Balko JM, Giltnane JM, Wang K, Schwarz LJ, Young CD, Cook RS, Owens P, Sanders ME, Kuba MG, Sánchez V, Kurupi R, Moore PD, Pinto JA, Doimi FD, Gómez H, Horiuchi D, Goga A, Lehmann BD, Bauer JA, Pietenpol JA, Ross JS, Palmer GA, Yelensky R, Cronin M, Miller VA, Stephens PJ, Arteaga CL. Molecular profiling of the residual disease of triple-negative breast cancers after neoadjuvant chemotherapy identifies actionable therapeutic targets. Cancer Discov 2013; 4:232-45. [PMID: 24356096 DOI: 10.1158/2159-8290.cd-13-0286] [Citation(s) in RCA: 365] [Impact Index Per Article: 33.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
UNLABELLED Neoadjuvant chemotherapy (NAC) induces a pathologic complete response (pCR) in approximately 30% of patients with triple-negative breast cancers (TNBC). In patients lacking a pCR, NAC selects a subpopulation of chemotherapy-resistant tumor cells. To understand the molecular underpinnings driving treatment-resistant TNBCs, we performed comprehensive molecular analyses on the residual disease of 74 clinically defined TNBCs after NAC, including next-generation sequencing (NGS) on 20 matched pretreatment biopsies. Combined NGS and digital RNA expression analysis identified diverse molecular lesions and pathway activation in drug-resistant tumor cells. Ninety percent of the tumors contained a genetic alteration potentially treatable with a currently available targeted therapy. Thus, profiling residual TNBCs after NAC identifies targetable molecular lesions in the chemotherapy-resistant component of the tumor, which may mirror micrometastases destined to recur clinically. These data can guide biomarker-driven adjuvant studies targeting these micrometastases to improve the outcome of patients with TNBC who do not respond completely to NAC. SIGNIFICANCE This study demonstrates the spectrum of genomic alterations present in residual TNBC after NAC. Because TNBCs that do not achieve a CR after NAC are likely to recur as metastatic disease at variable times after surgery, these alterations may guide the selection of targeted therapies immediately after mastectomy before these metastases become evident.
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Affiliation(s)
- Justin M Balko
- Departments of 1Medicine, 2Pathology, Microbiology & Immunology, 3Cancer Biology, and 4Biochemistry; 5Breast Cancer Research Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee; Departments of 6Cell & Tissue Biology and 7Medicine, University of California, San Francisco, San Francisco, California; 8Foundation Medicine, Cambridge, Massachusetts; 9Oncosalud; and 10Instituto Nacional de Enfermedades Neoplásicas (INEN), Lima, Perú
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Giltnane JM, Balko JM, Wang K, Kuba MG, Mehndi M, Stricker TP, Sanders ME, Yelensky R, Stephens PJ, Miller V, Arteaga CL. Abstract PD3-1: Serial next generation sequencing (NGS) of poor prognosis luminal tumors across treatment history reveals both de novo and acquired alterations potentially associated with endocrine resistance. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-pd3-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Cancer therapies exert selective pressure on genomically heterogeneous breast cancers and may select for alterations in genes associated with drug resistance or metastasis. We evaluated this hypothesis by comparing sequential primary, post-neoadjuvant chemotherapy, and recurrent metastatic tumor samples from 5 patients with aggressive hormone receptor positive (HR+) breast cancer.
Triplet samples (primary untreated, primary post-neoadjuvant chemotherapy, metastatic recurrence) were assessed in 5 patients with HR+ breast cancer. All patients were treated with cyclophosphamide and doxorubicin followed by paclitaxel or docetaxel, and adjuvant radiation and hormonal therapy. They all recurred during adjuvant antiestrogen treatment (12-43 months post-surgery). Metastatic sites included liver (2), ovary, brain, and pleural fluid. In these 5 tumor sets, we queried genomic alterations across 3,769 exons from 236 cancer genes using the FoundationOne™ NGS assay.
Gene amplifications were frequently discordant among the triplet biopsies; all patients showed copy number alterations and 3 of 5 patients had two or more additional gene amplifications confirmed only in the biopsy of the metastasis. ESR1 (ERa) mutations were identified in the metastatic lesions of 2/5 patients but not in the diagnostic biopsy or the post-neoadjuvant therapy mastectomy specimen; both also harbored de novo and concurrent GATA3 truncations. One of the ESR1 mutations, Y537S, is known to result in an estrogen-independent, transcriptionally active receptor. The same patient showed amplification of 11q13 genes CCND1, EMSY, and FGF19, an amplicon known to be associated with endocrine resistance. Concordant FGFR1 and ZNF703 amplifications, both at 8p12, were observed de novo in 2 other patients; these alterations have beenassociated with the luminal B subtype and resistance to antiestrogens. FGFR1/ZNF703 alterations were mutually exclusive with ESR1 mutations. The 5th tumor contained a PIK3CA ‘hot spot’ mutation in all 3 sequential biopsies. This tumor also exhibited IGF1R, IRS2, MYC and MCL1 gene amplification only in the metastasis. Overall, IGF1R amplifications were observed in 3/5 patients. In addition, amplification of ZNF217 at 20q13.2, an amplicon with known association with poor prognosis, was observed de novo in 2 patients that exhibited rapid recurrence on adjuvant therapy (12 and 17 months).
Acquired somatic alterations that deregulate ERα signaling may allow for escape from estrogen deprivation leading to treatment resistance. We speculate ESR1 mutations, rarely observed in primary breast tumors, are selected for during adjuvant hormonal treatment in aggressive HR+ breast cancer. Testing for de novo and acquired alterations throughout the clinical course of patients with ER+ cancers may identify targetable alterations, such as FGFR1 and IGF1R gene amplifications and others, against which targeted drugs are available. Studies are underway to validate these findings in additional patients with sequential samples and to investigate the function and therapeutic implications of ESR1 mutations.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr PD3-1.
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Affiliation(s)
- JM Giltnane
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - JM Balko
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - K Wang
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - MG Kuba
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - M Mehndi
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - TP Stricker
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - ME Sanders
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - R Yelensky
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - PJ Stephens
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - V Miller
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
| | - CL Arteaga
- Vanderbilt-Ingram Cancer Center, Nashville, TN; Foundation Medicine, Cambridge, MA
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Vaishnavi A, Capelletti M, Le AT, Kako S, Butaney M, Ercan D, Mahale S, Davies KD, Aisner DL, Pilling AB, Berge EM, Kim J, Sasaki H, Park S, Kryukov G, Garraway LA, Hammerman PS, Haas J, Andrews SW, Lipson D, Stephens PJ, Miller VA, Varella-Garcia M, Jänne PA, Doebele RC. Oncogenic and drug-sensitive NTRK1 rearrangements in lung cancer. Nat Med 2013; 19:1469-1472. [PMID: 24162815 PMCID: PMC3823836 DOI: 10.1038/nm.3352] [Citation(s) in RCA: 454] [Impact Index Per Article: 41.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Accepted: 08/15/2013] [Indexed: 12/31/2022]
Abstract
We identified novel gene fusions in patients with lung cancer harboring the kinase domain of the NTRK1 gene that encodes the TRKA receptor. Both the MPRIP-NTRK1 and CD74-NTRK1 fusions lead to constitutive TRKA kinase activity and are oncogenic. Treatment of cells expressing NTRK1 fusions with inhibitors of TRKA kinase activity inhibited autophosphorylation of TRKA and cell growth. Three of 91 lung cancer patients (3.3%), without known oncogenic alterations, assayed by NGS or FISH demonstrated evidence of NTRK1 gene fusions.
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Affiliation(s)
- A Vaishnavi
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
| | - M Capelletti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - A T Le
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
| | - S Kako
- University of Colorado Cancer Center, Aurora, CO
| | - M Butaney
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - D Ercan
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - S Mahale
- University of Colorado Cancer Center, Aurora, CO
| | - K D Davies
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
| | - D L Aisner
- University of Colorado Cancer Center, Aurora, CO.,Department of Pathology, University of Colorado School of Medicine, Aurora, CO
| | - A B Pilling
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
| | - E M Berge
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
| | - J Kim
- Department of Thoracic Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - H Sasaki
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - S Park
- Department of Thoracic Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | | | - L A Garraway
- Broad Institute, Cambridge, MA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Peter S Hammerman
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - J Haas
- Array BioPharma, Boulder, CO
| | | | - D Lipson
- Foundation Medicine, Inc., Boston, MA
| | | | | | - M Varella-Garcia
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO.,University of Colorado Cancer Center, Aurora, CO
| | - P A Jänne
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA.,Belfer Institute for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, MA
| | - R C Doebele
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO.,University of Colorado Cancer Center, Aurora, CO
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Ross JS, Ali SM, Wang K, Palmer G, Yelensky R, Lipson D, Miller VA, Zajchowski D, Shawver LK, Stephens PJ. Comprehensive genomic profiling of epithelial ovarian cancer by next generation sequencing-based diagnostic assay reveals new routes to targeted therapies. Gynecol Oncol 2013; 130:554-9. [PMID: 23791828 DOI: 10.1016/j.ygyno.2013.06.019] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.5] [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: 05/08/2013] [Revised: 06/12/2013] [Accepted: 06/12/2013] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Targeted next generation sequencing (NGS) was evaluated for its ability to identify unanticipated targetable genomic alterations (GA) for patients with relapsed ovarian epithelial carcinoma (OC). METHODS DNA sequencing was performed for 3320 exons of 182 cancer-related genes and 37 introns of 14 genes frequently rearranged in cancer on indexed, adaptor ligated, hybridization-captured libraries using DNA isolated from FFPE sections from 48 histologically verified relapsed OC specimens. The original primary tumor was sequenced in 26 (54%) of the cases and recurrent/metastatic tumor site biopsies were sequenced in 22 (46%) of the cases. Actionability was defined as: GA that predict sensitivity or resistance to approved or standard therapies or are inclusion or exclusion criteria for specific experimental therapies in NCI registered clinical trials. RESULTS There were 38 (80%) serous, 5 (10%) endometrioid, 3 (6%) clear cell, 1 mucinous (2%) and 1 (2%) undifferentiated carcinomas. 141 GA were identified with an average of 2.9 GA (range 0-8) per tumor, of which 67 were actionable for an average of 1.4 actionable GA per patient (range 0-5). 33/48 (69%) of OC patient samples harbored at least one actionable GA. Most common GA were TP53 (79%); MYC (25%); BRCA1/2 (23%); KRAS (16.6%) and NF1 (14.5%). One tumor featured an ERBB2 point mutation. One of 3 (33%) of clear cell tumors featured cMET amplification validated by both FISH and IHC. CONCLUSIONS NGS assessment of therapy resistant OC identifies an unexpectedly high frequency of GA that could influence targeted therapy selection for the disease.
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Affiliation(s)
- J S Ross
- Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, NY 12208, USA.
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Balko JM, Wang K, Sanders ME, Kuba MG, Pinto JA, Doimi F, Gomez H, Palmer G, Cronin MT, Miller VA, Yelensky R, Stephens PJ, Areaga CL. Abstract S3-6: Profiling of triple-negative breast cancers after neoadjuvant chemotherapy identifies targetable molecular alterations in the treatment-refractory residual disease. Cancer Res 2012. [DOI: 10.1158/0008-5472.sabcs12-s3-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [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: Neoadjuvant chemotherapy (NAC) is increasingly used in patients with triple-negative breast cancer (TNBC). NAC can induce a pathologic complete response (pCR) in ∼30% of patients which portends a favorable prognosis. In contrast, patients with residual disease (RD) in the breast at surgical resection exhibit worse outcomes.
Objective: We hypothesized that profiling residual TNBCs after NAC would identify molecularly targetable lesions in the chemotherapy-resistant component of the tumor and that the persistent tumor cells would mirror micro-metastases which ultimately recur in such patients.
Methods: We utilized targeted next generation sequencing (NGS) for 182 oncogenes and tumor suppressors in a CLIA certified lab (Foundation Medicine, Cambridge, MA) and gene expression profiling (NanoString) of the RD after NAC in 102 patients with TNBC. The RD was stained for Ki67, which has been reported to predict outcome after NAC in unselected breast cancers.
Results: Thirteen tumors were not evaluable due to low tumor cellularity. Of 89 evaluable post-NAC tumors, 57 (64%) were basal-like; 19% HER2-enriched; 6% luminal A; 6% luminal B and 5% normal-like. Mean depth of coverage was 635 (range: 135–1207). Of 81 tumors evaluated by NGS, 72/81 (89%) demonstrated mutations in TP53, 22 were MCL1-amplified (27%), and 17 were MYC-amplified (21%). Alterations in the PI3K/mTOR pathway (AKT1-3, PIK3CA, PIK3R1, RAPTOR, PTEN, and TSC1) were identified in 27 tumors (33%). Cell cycle genes were altered in 25 tumors (31%), including amplifications of CDK2, CDK4, and CDK6, CCND1-3, and CCNE1 as well as RB loss. Alterations in the DNA repair pathway (BRCA1/2, ATM; 16 tumors; 20%) and the Ras/MAPK pathway (KRAS, RAF1, NF1; 10 tumors; 12%) were also common. Sporadic growth factor receptor amplifications occurred in EGFR, KIT, PDGFRA, PDGFRB, MET, FGFR1, FGFR2, and IGF1R. NGS identified 7 patients with ERBB2 gene amplification in the RD which was confirmed by FISH in both the pre- and post-treatment tissue, suggesting NGS could assist in the identification of ERBB2-overexpressing tumors misclassified at the time of diagnosis. In general, the gene amplifications identified by NGS corresponded to enhanced gene expression levels. Amplifications of MYC were independently associated with poor recurrence-free survival (RFS) and overall survival (OS). An interaction effect on survival was observed between MEK activation (assayed by a gene expression signature) and MYC amplification, suggesting cooperation between these pathways. Alterations in DNA repair also identified a subgroup with poor RFS and OS. In contrast, high post-NAC Ki67 score did not predict poor RFS or OS in this predominantly TNBC cohort.
Conclusions: The diversity of lesions in residual TNBCs after NAC underscores the need for powerful and broad molecular approaches to identify actionable molecular alterations and, in turn, better inform personalized therapy of this aggressive disease. Incorporation of this platform into clinical studies and eventually standards of care should aid in the prioritization of patients with RD after NAC into rational adjuvant studies.
Citation Information: Cancer Res 2012;72(24 Suppl):Abstract nr S3-6.
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Affiliation(s)
- JM Balko
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - K Wang
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - ME Sanders
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - MG Kuba
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - JA Pinto
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - F Doimi
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - H Gomez
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - G Palmer
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - MT Cronin
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - VA Miller
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - R Yelensky
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - PJ Stephens
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - CL Areaga
- Vanderbilt University, Nashville, TN; Foundation Medicine, Cambridge, MA; Oncosalud, Lima, Peru; Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
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Papaemmanuil E, Cazzola M, Boultwood J, Malcovati L, Vyas P, Bowen D, Pellagatti A, Wainscoat JS, Hellstrom-Lindberg E, Gambacorti-Passerini C, Godfrey AL, Rapado I, Cvejic A, Rance R, McGee C, Ellis P, Mudie LJ, Stephens PJ, McLaren S, Massie CE, Tarpey PS, Varela I, Nik-Zainal S, Davies HR, Shlien A, Jones D, Raine K, Hinton J, Butler AP, Teague JW, Baxter EJ, Score J, Galli A, Della Porta MG, Travaglino E, Groves M, Tauro S, Munshi NC, Anderson KC, El-Naggar A, Fischer A, Mustonen V, Warren AJ, Cross NCP, Green AR, Futreal PA, Stratton MR, Campbell PJ. Somatic SF3B1 mutation in myelodysplasia with ring sideroblasts. N Engl J Med 2011; 365:1384-95. [PMID: 21995386 PMCID: PMC3322589 DOI: 10.1056/nejmoa1103283] [Citation(s) in RCA: 928] [Impact Index Per Article: 71.4] [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] [Indexed: 12/16/2022]
Abstract
BACKGROUND Myelodysplastic syndromes are a diverse and common group of chronic hematologic cancers. The identification of new genetic lesions could facilitate new diagnostic and therapeutic strategies. METHODS We used massively parallel sequencing technology to identify somatically acquired point mutations across all protein-coding exons in the genome in 9 patients with low-grade myelodysplasia. Targeted resequencing of the gene encoding RNA splicing factor 3B, subunit 1 (SF3B1), was also performed in a cohort of 2087 patients with myeloid or other cancers. RESULTS We identified 64 point mutations in the 9 patients. Recurrent somatically acquired mutations were identified in SF3B1. Follow-up revealed SF3B1 mutations in 72 of 354 patients (20%) with myelodysplastic syndromes, with particularly high frequency among patients whose disease was characterized by ring sideroblasts (53 of 82 [65%]). The gene was also mutated in 1 to 5% of patients with a variety of other tumor types. The observed mutations were less deleterious than was expected on the basis of chance, suggesting that the mutated protein retains structural integrity with altered function. SF3B1 mutations were associated with down-regulation of key gene networks, including core mitochondrial pathways. Clinically, patients with SF3B1 mutations had fewer cytopenias and longer event-free survival than patients without SF3B1 mutations. CONCLUSIONS Mutations in SF3B1 implicate abnormalities of messenger RNA splicing in the pathogenesis of myelodysplastic syndromes. (Funded by the Wellcome Trust and others.).
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Affiliation(s)
- E Papaemmanuil
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, United Kingdom
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Varela I, Klijn C, Stephens PJ, Mudie LJ, Stebbings L, Galappaththige D, van der Gulden H, Schut E, Klarenbeek S, Campbell PJ, Wessels LF, Stratton MR, Jonkers J, Futreal PA, Adams DJ. Somatic structural rearrangements in genetically engineered mouse mammary tumors. Genome Biol 2010; 11:R100. [PMID: 20942901 PMCID: PMC3218656 DOI: 10.1186/gb-2010-11-10-r100] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [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] [Received: 06/28/2010] [Revised: 09/02/2010] [Accepted: 10/13/2010] [Indexed: 12/15/2022] Open
Abstract
Background Here we present the first paired-end sequencing of tumors from genetically engineered mouse models of cancer to determine how faithfully these models recapitulate the landscape of somatic rearrangements found in human tumors. These were models of Trp53-mutated breast cancer, Brca1- and Brca2-associated hereditary breast cancer, and E-cadherin (Cdh1) mutated lobular breast cancer. Results We show that although Brca1- and Brca2-deficient mouse mammary tumors have a defect in the homologous recombination pathway, there is no apparent difference in the type or frequency of somatic rearrangements found in these cancers when compared to other mouse mammary cancers, and tumors from all genetic backgrounds showed evidence of microhomology-mediated repair and non-homologous end-joining processes. Importantly, mouse mammary tumors were found to carry fewer structural rearrangements than human mammary cancers and expressed in-frame fusion genes. Like the fusion genes found in human mammary tumors, these were not recurrent. One mouse tumor was found to contain an internal deletion of exons of the Lrp1b gene, which led to a smaller in-frame transcript. We found internal in-frame deletions in the human ortholog of this gene in a significant number (4.2%) of human cancer cell lines. Conclusions Paired-end sequencing of mouse mammary tumors revealed that they display significant heterogeneity in their profiles of somatic rearrangement but, importantly, fewer rearrangements than cognate human mammary tumors, probably because these cancers have been induced by strong driver mutations engineered into the mouse genome. Both human and mouse mammary cancers carry expressed fusion genes and conserved homozygous deletions.
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Affiliation(s)
- Ignacio Varela
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB101SA, UK.
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Stephens PJ, Pan JJ, Devlin FJ, Cheeseman JR. Determination of the absolute configurations of natural products using TDDFT optical rotation calculations: the iridoid oruwacin. J Nat Prod 2008; 71:285-288. [PMID: 18211006 DOI: 10.1021/np070502r] [Citation(s) in RCA: 48] [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] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
We report the determination of the absolute configuration (AC) of the iridoid natural product oruwacin by comparison of the optical rotations, [alpha] D, of its two enantiomers, calculated using time-dependent density functional theory (TDDFT), to the experimental [alpha] D value, +193. Conformational analysis of oruwacin using density functional theory (DFT) identifies eight conformations which are significantly populated at room temperature. [alpha] D values of these eight conformations are calculated using TDDFT at the B3LYP/aug-cc-pVDZ//B3LYP/6-31G* level, leading to the conformationally averaged [alpha] D values of -193 for the (1 R,5 S,8 S,9 S,10 S)-enantiomer and +193 for the (1 S,5 R,8 R,9 R,10 R)-enantiomer. Comparison of the calculated [alpha] D values to the value of the natural product proves that naturally occurring oruwacin has the AC 1 S,5 R,8 R,9 R,10 R. This AC is opposite to that assigned by Adesogan by comparison of the [alpha] D of oruwacin to that of the iridoid plumericin. Our results show that the assignment of the AC of a natural product by comparison of its [alpha] D to that of a chemically related molecule can be unreliable and should not be assumed to be definitive.
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Affiliation(s)
- P J Stephens
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-0482, USA.
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Stephens PJ, Devlin FJ, Gasparrini F, Ciogli A, Spinelli D, Cosimelli B. Determination of the Absolute Configuration of a Chiral Oxadiazol-3-one Calcium Channel Blocker, Resolved Using Chiral Chromatography, via Concerted Density Functional Theory Calculations of Its Vibrational Circular Dichroism, Electronic Circular Dichroism, and Optical Rotation. J Org Chem 2007; 72:4707-15. [PMID: 17516678 DOI: 10.1021/jo070302k] [Citation(s) in RCA: 105] [Impact Index Per Article: 6.2] [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: 11/28/2022]
Abstract
The chiral oxadiazol-3-one 2 has recently been shown to exhibit myocardial calcium entry channel blocking activity, substantially higher than that of diltiazem. To determine the enantioselectivity of this activity, the enantiomers of 2 have been resolved using chiral chromatography. The absolute configuration (AC) of 2 has been determined by comparison of density functional theory (DFT) calculations of its vibrational circular dichroism (VCD) spectrum, electronic circular dichroism (ECD) spectrum, and optical rotation (OR) to experimental VCD, ECD, and OR data. All three chiroptical properties yield identical ACs; the AC of 2 is unambiguously determined to be S(+)/R(-).
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Affiliation(s)
- P J Stephens
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-0482, USA.
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Stephens PJ, Pan JJ, Devlin FJ, Krohn K, Kurtán T. Determination of the Absolute Configurations of Natural Products via Density Functional Theory Calculations of Vibrational Circular Dichroism, Electronic Circular Dichroism, and Optical Rotation: The Iridoids Plumericin and Isoplumericin. J Org Chem 2007; 72:3521-36. [PMID: 17388636 DOI: 10.1021/jo070155q] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.0] [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: 11/28/2022]
Abstract
The absolute configurations (ACs) of the iridoid natural products, plumericin (1) and isoplumericin (2), have been re-investigated using vibrational circular dichroism (VCD) spectroscopy, electronic circular dichroism (ECD) spectroscopy, and optical rotatory dispersion (ORD). Comparison of DFT calculations of the VCD spectra of 1 and 2 to the experimental VCD spectra of the natural products, (+)-1 and (+)-2, leads unambiguously to the AC (1R,5S,8S,9S,10S)-(+) for both 1 and 2. In contrast, comparison of time-dependent DFT (TDDFT) calculations of the ECD spectra of 1 and 2 to the experimental spectra of (+)-1 and (+)-2 does not permit definitive assignment of their ACs. On the other hand, TDDFT calculations of the ORD of (1R,5S,8S,9S,10S)-1 and -2 over the range of 365-589 nm are in excellent agreement with the experimental data of (+)-1 and (+)-2, confirming the ACs derived from the VCD spectra. Thus, the ACs initially proposed by Albers-Schönberg and Schmid are shown to be correct, and the opposite ACs recently derived from the ECD spectra of 1 and 2 by Elsässer et al. are shown to be incorrect. As a result, the ACs of other iridoid natural products obtained by chemical correlation with 1 and 2 are not in need of revision.
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Affiliation(s)
- P J Stephens
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-0482, USA.
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McCann DM, Stephens PJ. Determination of absolute configuration using density functional theory calculations of optical rotation and electronic circular dichroism: chiral alkenes. J Org Chem 2006. [PMID: 16872191 DOI: 10.1021/jo060755] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In principle, the absolute configuration (AC) of a chiral molecule can be deduced from its optical rotation (OR) and/or its electronic circular dichroism (ECD). In practice, this requires reliable methodologies for predicting OR and ECD. The recent application of ab initio time-dependent density functional theory (TDDFT) to the calculation of transparent spectral region OR and ECD has greatly enhanced the reliability with which these phenomena can be predicted. TDDFT calculations of OR and ECD are being increasingly utilized in determining ACs. Nevertheless, such calculations are not perfect, and as a result, ACs determined are not 100% reliable. In this paper, we examine the reliability of the TDDFT methods in the case of chiral alkenes. Sodium d line specific rotations, [alpha]D, are predicted for 26 conformationally rigid alkenes of known AC, ranging in size from 5 to 20 C atoms, and with [alpha]D values in the range of 0-500. The mean absolute deviation of predicted [alpha]D values from experimental values is 28.7. With one exception, beta-pinene, the signs of [alpha]D are correctly predicted. Errors in calculated [alpha]D values are approximately random. Our results define a "zone of indeterminacy" within which calculated [alpha]D values cannot be used to determine ACs with >95% confidence. TDDFT ECD spectra are predicted for eight of the alkenes and compared to experimental spectra. Agreement ranges from modestly good to poor, leading to the conclusion that TDDFT calculations of ECD spectra are not yet of sufficient accuracy to routinely provide highly reliable ACs. TDDFT OR calculations for two conformationally flexible alkenes, 3-tert-butylcyclohexene and trans-4-carene, are also reported. For the former, predicted rotations are incorrect in sign over the range 589-365 nm. It is possible that the AC of this molecule has been incorrectly assigned.
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Affiliation(s)
- D M McCann
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-0482, USA
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McCann DM, Stephens PJ. Determination of Absolute Configuration Using Density Functional Theory Calculations of Optical Rotation and Electronic Circular Dichroism: Chiral Alkenes. J Org Chem 2006; 71:6074-98. [PMID: 16872191 DOI: 10.1021/jo060755+] [Citation(s) in RCA: 151] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In principle, the absolute configuration (AC) of a chiral molecule can be deduced from its optical rotation (OR) and/or its electronic circular dichroism (ECD). In practice, this requires reliable methodologies for predicting OR and ECD. The recent application of ab initio time-dependent density functional theory (TDDFT) to the calculation of transparent spectral region OR and ECD has greatly enhanced the reliability with which these phenomena can be predicted. TDDFT calculations of OR and ECD are being increasingly utilized in determining ACs. Nevertheless, such calculations are not perfect, and as a result, ACs determined are not 100% reliable. In this paper, we examine the reliability of the TDDFT methods in the case of chiral alkenes. Sodium d line specific rotations, [alpha]D, are predicted for 26 conformationally rigid alkenes of known AC, ranging in size from 5 to 20 C atoms, and with [alpha]D values in the range of 0-500. The mean absolute deviation of predicted [alpha]D values from experimental values is 28.7. With one exception, beta-pinene, the signs of [alpha]D are correctly predicted. Errors in calculated [alpha]D values are approximately random. Our results define a "zone of indeterminacy" within which calculated [alpha]D values cannot be used to determine ACs with >95% confidence. TDDFT ECD spectra are predicted for eight of the alkenes and compared to experimental spectra. Agreement ranges from modestly good to poor, leading to the conclusion that TDDFT calculations of ECD spectra are not yet of sufficient accuracy to routinely provide highly reliable ACs. TDDFT OR calculations for two conformationally flexible alkenes, 3-tert-butylcyclohexene and trans-4-carene, are also reported. For the former, predicted rotations are incorrect in sign over the range 589-365 nm. It is possible that the AC of this molecule has been incorrectly assigned.
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Affiliation(s)
- D M McCann
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-0482, USA
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Stephens PJ, McCann DM, Devlin FJ, Smith AB. Determination of the absolute configurations of natural products via density functional theory calculations of optical rotation, electronic circular dichroism, and vibrational circular dichroism: the cytotoxic sesquiterpene natural products quadrone, suberosenone, suberosanone, and suberosenol A acetate. J Nat Prod 2006; 69:1055-64. [PMID: 16872144 DOI: 10.1021/np060112p] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The determination of the absolute configurations (ACs) of chiral molecules using the chiroptical techniques of optical rotation (OR), electronic circular dichroism (ECD), and vibrational circular dichroism (VCD) has been revolutionized by the development of density functional theory (DFT) methods for the prediction of these properties. Here, we demonstrate the significance of these advances for the stereochemical characterization of natural products. Time-dependent DFT (TDDFT) calculations of the specific rotations, [alpha](D), of four cytotoxic natural products, quadrone (1), suberosenone (2), suberosanone (3), and suberosenol A acetate (4), are used to assign their ACs. TDDFT calculations of the ECD of 1 are used to assign its AC. The VCD spectrum of 1 is reported and also used, together with DFT calculations, to assign its AC. The ACs of 1 derived from its [alpha](D), ECD, and VCD are identical and in agreement with the AC previously determined via total synthesis. The previously undetermined ACs of 2-4, derived from their [alpha](D) values, have absolute configurations of their tricyclic cores identical to that of 1. Further studies of the ACs of these molecules using ECD and, especially, VCD are recommended to establish more definitively this finding. Our studies of the OR, ECD, and VCD of quadrone are the first to utilize DFT calculations of all three properties for the determination of the AC of a chiral natural product molecule.
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Affiliation(s)
- P J Stephens
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-0482, USA.
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Urbanová M, Setnicka V, Devlin FJ, Stephens PJ. Determination of Molecular Structure in Solution Using Vibrational Circular Dichroism Spectroscopy: the Supramolecular Tetramer of S -2,2‘-Dimethyl-Biphenyl-6,6‘-Dicarboxylic Acid. J Am Chem Soc 2005; 127:6700-11. [PMID: 15869292 DOI: 10.1021/ja050483c] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The infrared (IR) and vibrational circular dichroism (VCD) spectra of S-2,2'-dimethyl-biphenyl-6,6'-dicarboxylic acid, S-1, in CDCl(3) solution are concentration-dependent, showing that oligomerization occurs with increasing concentration. DFT calculations support the conclusion that the oligomer formed is the cyclic tetramer (S-1)(4), in which S-1 monomers are linked by hydrogen(H)-bonded (COOH)(2) moieties. Due to the existence of two inequivalent tautomeric conformations of each (COOH)(2) moiety, six inequivalent conformations of (S-1)(4) are possible. B3LYP/6-31G* DFT calculations predict that the conformation "aaab", possessing three equivalent (COOH)(2) conformations, a, and one tautomeric conformation, b, has the lowest free energy. B3LYP/6-31G* IR and VCD spectra vary substantially with conformation. The B3LYP/6-31G* IR and VCD spectra of the C=O stretch modes of "aaab" are in excellent agreement with the experimental spectra, while those of all other conformations exhibit poor agreement, confirming the prediction that the "aaab" conformation is the predominant conformation. Comparison of the calculated IR and VCD spectra of the six conformations to the experimental spectra in the range 1100-1600 cm(-1) further supports this conclusion. The study is the first to use VCD spectroscopy to determine the structure of a supramolecular species.
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Affiliation(s)
- M Urbanová
- Department of Physics and Measurements, Institute of Chemical Technology, Technicka 5, Prague 6, 166 28, Czech Republic
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Stephens PJ, McCann DM, Devlin FJ, Flood TC, Butkus E, Stoncius S, Cheeseman JR. Determination of Molecular Structure Using Vibrational Circular Dichroism Spectroscopy: The Keto-lactone Product of Baeyer−Villiger Oxidation of (+)-(1R,5S)-Bicyclo[3.3.1]nonane-2,7-dione. J Org Chem 2005; 70:3903-13. [PMID: 15876078 DOI: 10.1021/jo047906y] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
[reaction: see text] The Baeyer-Villiger oxidation of (+)-(1R,5S)-bicyclo[3.3.1]nonane-2,7-dione, 1, can lead to four keto-lactone products, 2a-d. A single isomer is obtained experimentally. We have used IR and VCD spectroscopies to identify the structure of this product. DFT calculations of the IR and VCD spectra of 2a-d show unambiguously that the experimental product is (+)-(1R,6R)-2a, and not the expected product 2b. NMR studies, including comparison of DFT and experimental 1H and 13C spectra, support this conclusion. This work provides the first example of the use of VCD spectroscopy to discriminate between structural isomers of a chiral molecule. The specific rotation of (+)-(1R,6R)-2a, predicted using TDDFT methods, is negative demonstrating that absolute configurations determined from TDDFT calculations of specific rotations are not 100% reliable.
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Affiliation(s)
- P J Stephens
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-0482, USA.
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Devlin FJ, Stephens PJ, Besse P. Conformational Rigidification via Derivatization Facilitates the Determination of Absolute Configuration Using Chiroptical Spectroscopy: A Case Study of the Chiral Alcohol endo-Borneol. J Org Chem 2005; 70:2980-93. [PMID: 15822957 DOI: 10.1021/jo0478611] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.2] [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: 11/29/2022]
Abstract
We demonstrate that derivatization of the OH group of endo-borneol, 1, leads to conformational rigidification. Conformational analysis (CA) of 1 and its methyl, acetate, tert-butyl, and trimethylsilyl derivatives, 2-5, is carried out using ab initio density functional theory (DFT). The number of thermally accessible stable conformations is reduced from 3 in 1, to 2 in 2, and to 1 in 3-5. Comparison of IR and vibrational circular dichroism (VCD) spectra of 1 and 3-5, calculated using DFT, to experimental spectra unambiguously confirms the DFT CA. The determination of absolute configurations (ACs) of chiral molecules via analysis of chiroptical spectra using DFT methods increases in complexity and decreases in reliability as the number of populated conformations increases. Our results for endo-borneol support the conclusion that, in the case of chiral alcohols, derivatization can lead to substantial rigidification and, as a result, significantly facilitate the determination of ACs.
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Affiliation(s)
- F J Devlin
- Department of Chemistry, University of Southern California, Los Angeles, CA 90089-0482, USA
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McCann DM, Stephens PJ, Cheeseman JR. Determination of absolute configuration using density functional theory calculation of optical rotation: chiral alkanes. J Org Chem 2005; 69:8709-17. [PMID: 15575747 DOI: 10.1021/jo048571n] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The recently developed Gauge-Invariant (Including) Atomic Orbital (GIAO) based Time-Dependent Density Functional Theory (TDDFT) methodology for the calculation of transparent spectral region optical rotations of chiral molecules provides a new approach to the determination of absolute configurations. Here, we discuss the application of the TDDFT/GIAO methodology to chiral alkanes. We report B3LYP/aug-cc-pVDZ calculations of the specific rotations of the 22 chiral alkanes, 2-23, of well-established Absolute Configuration. The average absolute deviation of calculated and experimental [alpha](D) values for molecules 2-22 is 24.8. In two of the molecules 2-23, trans-pinane, 10, and endo-isocamphane, 13, the sign of [alpha](D) is incorrectly predicted. Our results demonstrate that absolute configurations of alkanes can be reliably assigned by using B3LYP/aug-cc-pVDZ TDDFT/GIAO calculations if, but only if, [alpha](D) is significantly greater than 25. In the case of (-)-anti-trans-anti-trans-anti-trans-perhydrotriphenylene, 1, [alpha](D) is -93 and TDDFT/GIAO calculations reliably lead to the absolute configuration R(-).
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Affiliation(s)
- D M McCann
- Department of Chemistry, University of Southern California, Los Angeles, CA 90089-0482, USA
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