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Neal JW, Minichiello K, Brennick R, Huang RSP, Hiemenz MC, Amler C, Patel J, Herbst R, Reckamp KL, Borghaei H, Highleyman L, Redman MW, Pasquina LW, Kozono DE. A process to reanalyze clinical DNA sequencing data for biomarker matching in the Lung-MAP Master Protocol. Oncologist 2024:oyae062. [PMID: 38597608 DOI: 10.1093/oncolo/oyae062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 01/05/2024] [Accepted: 03/13/2024] [Indexed: 04/11/2024] Open
Abstract
For cancer clinical trials that require central confirmation of tumor genomic profiling, exhaustion of tissue from standard-of-care testing may prevent enrollment. For Lung-MAP, a master protocol that requires results from a defined centralized clinical trial assay to assign patients to a therapeutic substudy, we developed a process to repurpose existing commercial vendor raw genomic data for eligibility: genomic data reanalysis (GDR). Molecular results for substudy assignment were successfully generated for 369 of the first 374 patients (98.7%) using GDR for Lung-MAP, with a median time from request to result of 9 days. During the same period, 691 of 791 (87.4%) tissue samples received successfully yielded results, in a median of 14 days beyond sample acquisition. GDR is a scalable bioinformatic pipeline that expedites reanalysis of existing data for clinical trials in which validated integral biomarker testing is required for participation.
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Affiliation(s)
- Joel W Neal
- Department of Medicine, Stanford Cancer Institute, Division of Oncology, Stanford University, Palo Alto, CA, United States
| | - Katherine Minichiello
- SWOG Statistics and Data Management Center, Seattle, WA, United States
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Ryan Brennick
- Clinical Operations, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Richard S P Huang
- Clinical Development, Foundation Medicine, Inc., Cambridge, MA, United State
| | | | - Cornel Amler
- Clinical Operations, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Jyoti Patel
- Northwestern University-Feinberg School of Medicine, Chicago, IL, United States
| | - Roy Herbst
- Yale Comprehensive Cancer Center, New Haven, CT, United States
| | - Karen L Reckamp
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Hossein Borghaei
- Department of Hematology/Oncology, Fox Chase Cancer Center, Philadelphia, PA, United States
| | - Louise Highleyman
- SWOG Statistics and Data Management Center, Seattle, WA, United States
| | - Mary W Redman
- SWOG Statistics and Data Management Center, Seattle, WA, United States
- Clinical Research Division, Fred Hutchison Cancer Center Seattle WA, United States
| | - Lincoln W Pasquina
- Clinical Development, Foundation Medicine, Inc., Cambridge, MA, United State
| | - David E Kozono
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
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Leary JB, Enright T, Bakaloudi DR, Basnet A, Bratslavsky G, Jacob J, Spiess PE, Li R, Necchi A, Kamat AM, Pavlick DC, Danziger N, Huang RSP, Lin DI, Cheng L, Ross J, Talukder R, Grivas P. Frequency and Nature of Genomic Alterations in ERBB2-Altered Urothelial Bladder Cancer. Target Oncol 2024:10.1007/s11523-024-01056-x. [PMID: 38570422 DOI: 10.1007/s11523-024-01056-x] [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] [Accepted: 03/14/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Human epidermal growth factor-2 (HER2) overexpression is an oncogenic driver in many solid tumors, including urothelial bladder cancer (UBC). In addition, activating mutations in the ERBB2 gene have been shown to play an oncogenic role similar to ERBB2 amplification. OBJECTIVE To describe and compare the frequency and nature of genomic alterations (GA) of ERBB2-altered (mutations, amplification) and ERBB2 wild-type UBC. PATIENTS AND METHODS Using a hybrid capture-based comprehensive profiling assay, 9518 UBC cases were grouped by ERBB2 alteration and evaluated for all classes of genomic alterations (GA), tumor mutational burden (TMB), microsatellite instability (MSI), genome-wide loss of heterozygosity (gLOH), and genomic mutational signature. PD-L1 expression was measured by immunohistochemistry (Dako 22C3). Categorical statistical comparisons were performed using Fisher's exact tests. RESULTS A total of 602 (6.3%) UBC cases featured ERBB2 extracellular domain short variant (SV) GA (ECDmut+), 253 (2.7%) cases featured ERBB2 kinase domain SV GA (KDmut+), 866 (9.1%) cases had ERBB2 amplification (amp+), and 7797 (81.9%) cases were ERBB2 wild-type (wt). European genetic ancestry of ECDmut+ was higher than ERBB2wt. Numerous significant associations were observed when comparing GA by group. Notably among these, CDKN2A/MTAP loss were more frequent in ERBB2wt versus ECDmut+ and amp+. ERBB3 GA were more frequent in ECDmut+ and KDmut+ than ERBB2wt. TERT GA were more frequent in ECDmut+, KDmut+, and amp+ versus ERBB2wt. TOP2A amplification was significantly more common in ECDmut+ and amp+ versus ERBB2wt, and TP53 SV GA were significantly higher in ERBB2 amp+ versus ERBB2wt. Mean TMB levels were significantly higher in ECDmut+, KDmut+, and amp+ than in ERBB2wt. Apolipoprotein B mRNA-editing enzyme, catalytic polypeptides (APOBEC) signature was more frequent in ECDmut+, KDmut+, and amp+ versus ERBB2wt. No significant differences were observed in PD-L1 status between groups, while gLOH-high status was more common in amp+ versus ERBB2wt. MSI-high status was more frequent in KDmut+ versus ERBB2wt, and in ERBB2wt than in amp+. CONCLUSIONS We noted important differences in co-occurring GA in ERBB2-altered (ECDmut+, KDmut+, amp+) versus ERBB2wt UBC, as well as higher mean TMB and higher APOBEC mutational signature in the ERBB2-altered groups. Our results can help refine future clinical trial designs and elucidate possible response and resistance mechanisms for ERBB2-altered UBC.
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Affiliation(s)
- Jacob B Leary
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Thomas Enright
- Department of Medicine, University of Washington, Seattle, WA, USA
| | | | - Alina Basnet
- SUNY Upstate Medical University, Syracuse, NY, USA
| | | | - Joseph Jacob
- SUNY Upstate Medical University, Syracuse, NY, USA
| | - Philippe E Spiess
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Roger Li
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Andrea Necchi
- Department of Medical Oncology, IRCCS Ospedale San Raffaele, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | | | | | | | | | | | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School at Brown University, Providence, RI, USA
- Legoretta Cancer Center at Brown University, Providence, RI, USA
- Lifespan Academic Medical Center, Providence, RI, USA
| | | | | | - Petros Grivas
- Department of Medicine, University of Washington, Seattle, WA, USA.
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
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Posada JM, Yakirevich E, Kamat AM, Sood A, Jacob JM, Bratslavsky G, Grivas P, Spiess PE, Li R, Necchi A, Mega AE, Golijanin DJ, Pavlick D, Huang RSP, Lin D, Danziger N, Sokol ES, Sivakumar S, Ross JS, Cheng L. Characterizing the Genomic Landscape of the Micropapillary Subtype of Urothelial Carcinoma of the Bladder Harboring Activating Extracellular Mutations of ERBB2. Mod Pathol 2024; 37:100424. [PMID: 38219954 DOI: 10.1016/j.modpat.2024.100424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 12/02/2023] [Accepted: 01/07/2024] [Indexed: 01/16/2024]
Abstract
The micropapillary subtype of urothelial carcinoma (MPUC) of the bladder is a very aggressive histological variant of urothelial bladder cancer (UBC). A high frequency of MPUC contains activating mutations in the extracellular domain (ECD) of ERBB2. We sought to further characterize ERBB2 ECD-mutated MPUC to identify additional genomic alterations that have been associated with tumor progression and therapeutic response. In total, 5,485 cases of archived formalin-fixed, paraffin-embedded UBC underwent comprehensive genomic profiling to identify ERBB2 ECD-mutated MPUC and evaluate the frequencies of genomic co-alterations. We identified 219 cases of UBC with ERBB2 ECD mutations (74% S310F and 26% S310Y), of which 63 (28.8%) were MPUC. Genomic analysis revealed that TERT, TP53, and ARID1A were the most common co-altered genes in ERBB2-mutant MPUC (82.5%, 58.7%, and 39.7%, respectively) and did not differ from ERBB2-mutant non-MPUC (86.5%, 51.9%, and 35.3%). The main differences between ERBB2 ECD-mutated MPUC compared with non-MPUC were KMT2D, RB1, and MTAP alterations. KMT2D and RB1 are tumor-suppressor genes. KMT2D frequency was significantly decreased in ERBB2 ECD-mutated MPUC (6.3%) in contrast to non-MPUC (27.6%; P < .001). RB1 mutations were more frequent in ERBB2 ECD-mutated MPUC (33.3%) than in non-MPUC (17.3%; P = .012). Finally, MTAP loss, an emerging biomarker for new synthetic lethality-based anticancer drugs, was less frequent in ERBB2 ECD-mutated MPUC (11.1%) than in non-MPUC (26.9%; P = .018). Characterizing the genomic landscape of MPUC may not only improve our fundamental knowledge about this aggressive morphological variant of UBC but also has the potential to identify possible prognostic and predictive biomarkers that may drive tumor progression and dictate treatment response to therapeutic approaches.
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Affiliation(s)
- Jessica M Posada
- Department of Pathology and Laboratory Medicine, The Warren Albert Medical School of Brown University, Lifespan Academic Medical Center, and the Legorreta Cancer Center at Brown University, Providence, Rhode Island; Laboratory of Systems Cancer Biology, The Rockefeller University, New York, New York
| | - Evgeny Yakirevich
- Department of Pathology and Laboratory Medicine, The Warren Albert Medical School of Brown University, Lifespan Academic Medical Center, and the Legorreta Cancer Center at Brown University, Providence, Rhode Island
| | - Ashish M Kamat
- Department of Urology, the University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Akshay Sood
- Department of Urology, The James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | | | | | - Petros Grivas
- Fred Hutchinson Cancer Center, University of Washington, Seattle, Washington
| | - Philippe E Spiess
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Roger Li
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Andrea Necchi
- San Raffaele Hospital and Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Anthony E Mega
- Division of Hematology and Oncology, The Warren Alpert Medical School of Brown University, Lifespan Cancer Institute, Providence, Rhode Island
| | - Dragan J Golijanin
- Division of Urology, Department of Surgery, Brown University, The Miriam Hospital, Providence, Rhode Island
| | - Dean Pavlick
- Foundation Medicine Inc., Cambridge, Massachusetts
| | | | - Douglas Lin
- Foundation Medicine Inc., Cambridge, Massachusetts
| | | | | | | | - Jeffrey S Ross
- Upstate Medical University, Syracuse, New York; Foundation Medicine Inc., Cambridge, Massachusetts.
| | - Liang Cheng
- Department of Pathology and Laboratory Medicine, The Warren Albert Medical School of Brown University, Lifespan Academic Medical Center, and the Legorreta Cancer Center at Brown University, Providence, Rhode Island.
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Mack PC, Keller-Evans RB, Li G, Lofgren KT, Schrock AB, Trabucco SE, Allen JM, Tolba K, Oxnard GR, Huang RSP. Real-World Clinical Performance of a DNA-Based Comprehensive Genomic Profiling Assay for Detecting Targetable Fusions in Nonsquamous NSCLC. Oncologist 2024:oyae028. [PMID: 38401173 DOI: 10.1093/oncolo/oyae028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 01/23/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND Genomic fusions are potent oncogenic drivers across cancer types and many are targetable. We demonstrate the clinical performance of DNA-based comprehensive genomic profiling (CGP) for detecting targetable fusions. MATERIALS AND METHODS We analyzed targetable fusion genes in >450 000 tissue specimens profiled using DNA CGP (FoundationOne CDx, FoundationOne). Using a de-identified nationwide (US-based) non-small cell lung cancer (NSCLC) clinico-genomic database, we assessed outcomes in patients with nonsquamous NSCLC (NonSqNSCLC) who received matched therapy based on a fusion identified using DNA CGP. Lastly, we modeled the added value of RNA CGP for fusion detection in NonSqNSCLC. RESULTS We observed a broad diversity of fusion partners detected with DNA CGP in conjunction with targetable fusion genes (ALK, BRAF, FGFR2, FGFR3, NTRK1/2/3, RET, and ROS1). In NonSqNSCLC with oncogenic ALK, NTRK, RET, and ROS1 fusions detected by DNA CGP, patients treated with a matched tyrosine kinase inhibitor had better real-world progression-free survival than those receiving alternative treatment regimens and benefit was observed regardless of the results of orthogonal fusion testing. An estimated 1.3% of patients with NonSqNSCLC were predicted to have an oncogenic driver fusion identified by RNA, but not DNA CGP, according to a model that accounts for multiple real-world factors. CONCLUSION A well-designed DNA CGP assay is capable of robust fusion detection and these fusion calls are reliable for informing clinical decision-making. While DNA CGP detects most driver fusions, the clinical impact of fusion detection is substantial for individual patients and exhaustive efforts, inclusive of additional RNA-based testing, should be considered when an oncogenic driver is not clearly identified.
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Affiliation(s)
- Philip C Mack
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | | | - Gerald Li
- Foundation Medicine, Inc., Cambridge, MA, USA
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5
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Lin DI, Huang RSP, Ladas I, Keller RB, Patel NR, Lakis S, Decker B, Janovitz T, Mata DA, Ross JS, Vergilio JA, Elvin JA, Herbst RS, Mack PC, Killian JK. Precision needle-punch tumor enrichment from paraffin blocks improves the detection of clinically actionable genomic alterations and biomarkers. Front Oncol 2024; 14:1328512. [PMID: 38444675 PMCID: PMC10912171 DOI: 10.3389/fonc.2024.1328512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/11/2024] [Indexed: 03/07/2024] Open
Abstract
Background While many molecular assays can detect mutations at low tumor purity and variant allele frequencies, complex biomarkers such as tumor mutational burden (TMB), microsatellite instability (MSI), and genomic loss of heterozygosity (gLOH) require higher tumor purity for accurate measurement. Scalable, quality-controlled, tissue-conserving methods to increase tumor nuclei percentage (TN%) from tumor specimens are needed for complex biomarkers and hence necessary to maximize patient matching to approved therapies or clinical trial enrollment. We evaluated the clinical utility and performance of precision needle-punch enrichment (NPE) compared with traditional razor blade macroenrichment of tumor specimens on molecular testing success. Methods Pathologist-directed NPE was performed manually on formalin-fixed, paraffin embedded (FFPE) blocks. Quality control of target capture region and quantity of residual tumor in each tissue block was determined via a post-enrichment histologic slide recut. Resultant tumor purity and biomarker status were determined by the computational analysis pipeline component of the FDA-approved next-generation sequencing (NGS) assay, FoundationOne®CDx. Following NPE implementation for real-world clinical samples, assay performance and biomarker (MSI, TMB, gLOH) detection were analyzed. Results In real-world clinical samples, enrichment rate via NPE was increased to ~50% over a 2.5-year period, exceeding the prior use of razor blade macro-enrichment (<30% of cases) prior to NPE implementation due to proven efficacy in generating high quality molecular results from marginal samples and the ease of use for both pathologist and histotechnologists. NPE was associated with lower test failures, higher computational tumor purity, and higher rates of successful TMB, MSI and gLOH determination when stratified by pre-enriched (incipient) tumor nuclei percentage. In addition, challenging cases in which tumor content was initially insufficient for testing were salvaged for analysis of biomarker status, gene amplification/deletion, and confident mutant or wild-type gene status determination. Conclusions Pathologist-directed precision enrichment from tissue blocks (aka NPE) increases tumor purity, and consequently, yields a greater number of successful tests and complex biomarker determinations. Moreover, this process is rapid, safe, inexpensive, scalable, and conserves patient surgical pathology material. NPE may constitute best practice with respect to enriching tumor cells from low-purity specimens for biomarker detection in molecular laboratories.
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Affiliation(s)
- Douglas I Lin
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Richard S P Huang
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Ioannis Ladas
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Rachel B Keller
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Nimesh R Patel
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Sotirios Lakis
- Foundation Medicine GmbH, Pathology Department, Penzberg, Germany
| | - Brennan Decker
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Tyler Janovitz
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Douglas A Mata
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Jeffrey S Ross
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Jo-Anne Vergilio
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Julia A Elvin
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
| | - Roy S Herbst
- Department of Medical Oncology, Yale School of Medicine, Yale Cancer Center, New Haven, CT, United States
| | - Philip C Mack
- Division of Hematology and Oncology, Department of Medicine, Tisch Cancer Institute at Mount Sinai, New York, NY, United States
| | - Jonathan K Killian
- Department of Pathology and Diagnostic Medicine, Foundation Medicine, Inc., Cambridge, MA, United States
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6
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Ngoi NYL, Tang TY, Gaspar CF, Pavlick DC, Buchold GM, Scholefield EL, Parimi V, Huang RSP, Janovitz T, Danziger N, Levy MA, Pant S, De Armas AD, Kumpula D, Ross JS, Javle M, Ahnert JR. Methylthioadenosine Phosphorylase Genomic Loss in Advanced Gastrointestinal Cancers. Oncologist 2024:oyae011. [PMID: 38330461 DOI: 10.1093/oncolo/oyae011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 07/10/2023] [Accepted: 01/15/2024] [Indexed: 02/10/2024] Open
Abstract
BACKGROUND One of the most common sporadic homozygous deletions in cancers is 9p21 loss, which includes the genes methylthioadenosine phosphorylase (MTAP), CDKN2A, and CDKN2B, and has been correlated with worsened outcomes and immunotherapy resistance. MTAP-loss is a developing drug target through synthetic lethality with MAT2A and PMRT5 inhibitors. The purpose of this study is to investigate the prevalence and genomic landscape of MTAP-loss in advanced gastrointestinal (GI) tumors and investigate its role as a prognostic biomarker. MATERIALS AND METHODS We performed next-generation sequencing and comparative genomic and clinical analysis on an extensive cohort of 64 860 tumors comprising 5 GI cancers. We compared the clinical outcomes of patients with GI cancer harboring MTAP-loss and MTAP-intact tumors in a retrospective study. RESULTS The prevalence of MTAP-loss in GI cancers is 8.30%. MTAP-loss was most prevalent in pancreatic ductal adenocarcinoma (PDAC) at 21.7% and least in colorectal carcinoma (CRC) at 1.1%. MTAP-loss tumors were more prevalent in East Asian patients with PDAC (4.4% vs 3.2%, P = .005) or intrahepatic cholangiocarcinoma (IHCC; 6.4% vs 4.3%, P = .036). Significant differences in the prevalence of potentially targetable genomic alterations (ATM, BRAF, BRCA2, ERBB2, IDH1, PIK3CA, and PTEN) were observed in MTAP-loss tumors and varied according to tumor type. MTAP-loss PDAC, IHCC, and CRC had a lower prevalence of microsatellite instability or elevated tumor mutational burden. Positive PD-L1 tumor cell expression was less frequent among MTAP-loss versus MTAP-intact IHCC tumors (23.2% vs 31.2%, P = .017). CONCLUSION In GI cancers, MTAP-loss occurs as part of 9p21 loss and has an overall prevalence of 8%. MTAP-loss occurs in 22% of PDAC, 15% of IHCC, 8.7% of gastroesophageal adenocarcinoma, 2.4% of hepatocellular carcinoma, and 1.1% of CRC and is not mutually exclusive with other targetable mutations.
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Affiliation(s)
- Natalie Y L Ngoi
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
| | - Tin-Yun Tang
- Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Catia F Gaspar
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Gregory M Buchold
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Emma L Scholefield
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde Glasgow, Glasgow, UK
| | | | | | | | | | - Mia A Levy
- Foundation Medicine Inc., Cambridge, MA, USA
| | - Shubham Pant
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anaemy Danner De Armas
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David Kumpula
- Departments of Pathology, Urology and Medicine (Oncology), Upstate Medical University, Syracuse, NY, USA
| | - Jeffrey S Ross
- Foundation Medicine Inc., Cambridge, MA, USA
- Departments of Pathology, Urology and Medicine (Oncology), Upstate Medical University, Syracuse, NY, USA
| | - Milind Javle
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jordi Rodon Ahnert
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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7
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Heilmann AM, Riess JW, McLaughlin-Drubin M, Huang RSP, Hjulstrom M, Creeden J, Alexander BM, Erlich RL. Insights of Clinical Significance From 109 695 Solid Tumor Tissue-Based Comprehensive Genomic Profiles. Oncologist 2024; 29:e224-e236. [PMID: 37682776 PMCID: PMC10836312 DOI: 10.1093/oncolo/oyad251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Accepted: 08/06/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND FoundationOneCDx is approved in the US and Japan as a companion diagnostic test to identify patients with cancer who may benefit from treatment with 30 drug therapies in the US and 23 in Japan. Tumor profiling with FoundationOneCDx also detects genomic findings with evidence of clinical significance that may inform clinical care decisions beyond companion diagnostic claims. This observational study reports the breadth and impact of clinical decision insights from FoundationOneCDx solid tumor profiles. MATERIALS AND METHODS Consecutive test result reports for patients with solid tumor diagnoses (n = 109 695) were retrospectively analyzed for clinically significant predictive, prognostic, and diagnostic genomic alterations and signatures, determined in accordance with professional guidelines. Interventional clinical trials with targeted therapies or immune checkpoint inhibitors were matched to tumor profiles based on evidence that the genomic finding may be an actionable, investigational, or hypothetical target in the patient's tumor type. RESULTS In 14 predefined cancer types (80.7% of analyzed solid tumors), predictive, prognostic, and diagnostic markers were reported in 47.6%, 13.2%, and 4.5% of samples, respectively, accounting for a total of 51.2% of tumor profiles. Pan-cancer predictive markers of tumor mutational burden (TMB) of 10 or more mutations per megabase, high microsatellite instability (MSI), or NTRK1/2/3 fusions were observed in 15.6%, 2.0%, and 0.1% of solid tumors, respectively. Most solid tumor profiles (89.2%) had genomic results that could theoretically inform decisions on the selection of immunotherapy and targeted therapy clinical trials. CONCLUSION For this real-world population of patients with FoundationOneCDx solid tumor profiles in the routine course of clinical care, clinically significant findings were reported for approximately half of patients with genomic results.
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Affiliation(s)
| | - Jonathan W Riess
- University of California Davis Comprehensive Cancer Center, Sacramento, CA, USA
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8
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Blansky D, Ansari N, Gao L, Sokol ES, Sivakumar S, Huang RSP, Pelletier M, Levy M, Pavlick D, Danziger N, Ross JS, Lustberg M, Rozenblit M. Prevalence of targetable genomic alterations in young women with advanced breast cancer: a cross-sectional study. Breast Cancer Res Treat 2024; 204:181-185. [PMID: 37999916 DOI: 10.1007/s10549-023-07179-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 11/04/2023] [Indexed: 11/25/2023]
Abstract
PURPOSE Approximately 5% of breast cancers each year are diagnosed in young women < 40 years who tend to have worse clinical outcomes. We compared genomic alterations using comprehensive genomic profiling (CGP) of tumor tissue among very young women (< 30 years) and young women (30-39 years) compared to women ≥ 40 years at diagnosis. METHODS 2049 advanced breast cancer cases were submitted to Foundation Medicine within a 22-month window for CGP. Hybrid-capture based CGP was performed to evaluate all classes of genomic alterations. Tumor mutational burden was determined on at least 0.8 Mbp of sequenced DNA and microsatellite instability was determined on at least 95 loci. Immunocyte PD-L1 expression was determined by immunohistochemistry. RESULTS Of the total cases, 28 (1.37%) were < 30 years, 159 (7.76%) were 30-39 years, and 1862 (90.87%) were ≥ 40 at time of diagnosis. Breast tumors were less likely to be estrogen receptor positive in younger women (54% of < 30 years, p > 0.05; 60% of 30-39 years, p < 0.001; 69.4% of ≥ 40 years) and more likely to be triple negative (43%, p = 0.05; 33%, p = 0.05; 26.1% respectively). Young women had higher rates of BRCA1 mutations (17.9% <30 years, p < 0.001; 10.1% 30-39 years, p < 0.001; 2.6% ≥40 years), but lower rates of CDH1 (7.1% <30 years, p > 0.05; 5.0% 30-39 years, p < 0.001; 15.4% ≥40 years) and PIK3CA mutations (17.9% <30 years, p = 0.02; 17.6% 30-39 years, p < 0.001; 40.0% ≥40 years). CONCLUSION Our findings contribute to the growing literature demonstrating unique genetic profiles among young women diagnosed with breast cancer, compared to older women.
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Affiliation(s)
| | - Norin Ansari
- Yale University School of Medicine, New Haven, CT, USA
| | - Lucy Gao
- Yale University School of Medicine, New Haven, CT, USA
| | | | | | | | | | - Mia Levy
- Foundation Medicine Inc., Cambridge, MA, USA
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Jin WH, Zhang L, Graf R, Raskina K, Tukachinsky H, Huang RSP, McGregor K, Alshalalfa M, Hougen HY, Khan A, Punnen S, Schrock AB, Venstrom J, Mahal BA. The Molecular, Immunologic, and Clinicodemographic Landscape of MYC-Amplified Advanced Prostate Cancer. Clin Genitourin Cancer 2024; 22:e163-e169.e1. [PMID: 37978032 DOI: 10.1016/j.clgc.2023.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/16/2023] [Accepted: 10/19/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND MYC is a commonly amplified, potentially targetable gene in prostate cancer (PCa). We sought to define the molecular, immunologic, and clinicodemographic landscape of MYC amplification (MYCamp) in advanced PCa to establish a rationale for personalized treatment combinations. METHODS Hybrid capture-based comprehensive genomic profiling (CGP) was performed on PCa tumor samples. MYCamp = copy number ≥6 (CN). Patients treated between January 2011 and December 2020 were selected from a nationwide deidentified (280 clinics) EHR-derived clinicogenomic database (CGDB). RESULTS Of 12,528 hormone-sensitive and castrate-resistant (CRPC) samples, MYCamp was detected in 10.6% (median CN = 8). MYCamp was more frequent in men with African versus European ancestry (12.9% vs. 10.2% P = .002), in metastatic vs. primary tissue (15.7% vs. 6.2% P < .001), and enriched in metastatic liver lesions (20.2%), but inversely associated with high microsatellite-instability (0.8% vs. 2.4%, P < .001). MYC CN≥15 was associated with PD-L1 expression (26.1% vs. 9.8%, P = .025). Amplification of AR, RAD21, LYN, CCND1, ZNF703, FGF3/4/19, and FGFR1 was enriched in MYCamp vs. MYCwt (all P < .001). In liquid samples with tumor fraction [TF]>0, MYCamp was detected in 2.0% (28/1,402), and 4.5% (20/445) with TF>20%. In the CGDB, (67 MYCamp and 658 MYCwt), patients received similar treatments; most received hormone therapies (35.8% MYCamp vs. 31.5% MYCwt) or chemotherapy (37.3% MYCamp vs. 27.7% MYCwt) as first therapy after CGP report. CONCLUSION MYCamp defines a biologically distinct subset of PCa patients and is characterized with multiple proxies of advanced disease. These data suggest that MYCamp may be prognostic; independent cohorts are needed to validate these findings.
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Affiliation(s)
- Will H Jin
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL.
| | | | | | | | | | | | | | - Mohamed Alshalalfa
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Helen Y Hougen
- Department of Urology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Anwar Khan
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Sanoj Punnen
- Department of Urology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | | | | | - Brandon A Mahal
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
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10
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Burns L, Tukachinsky H, Raskina K, Huang RSP, Schrock AB, Sands J, Kulke MH, Oxnard GR, Tapan U. Real-World comprehensive genomic profiling data for diagnostic clarity in pulmonary Large-Cell neuroendocrine carcinoma. Lung Cancer 2024; 188:107454. [PMID: 38159439 DOI: 10.1016/j.lungcan.2023.107454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 11/18/2023] [Accepted: 12/26/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Pulmonary large-cell neuroendocrine carcinoma (LCNEC) is an uncommon subtype of lung cancer believed to represent a spectrum of tumors sharing characteristics of both small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC). Other groups have proposed genomic LCNEC subtypes, including small cell-like, non-small cell-like, and carcinoid-like subtypes. The primary goal of this study was to better define the NSCLC-like subtype with comprehensive genomic profiling (CGP). METHODS An institutional database was queried to identify tissue specimens (TBx, N = 1,426) and liquid biopsies (LBx, N = 39) submitted for CGP during routine clinical care (8/2014 - 7/2023) with a disease ontology of LCNEC. TBx were profiled with FoundationOne® (F1) or F1CDx, using hybrid-capture technology to detect genomic alterations (GAs). RESULTS 1,426 LCNEC samples were genomically profiled. The presence of RB1 and TP53 genomic alterations (GAs) were used to define a SCLC-like subtype (n = 557). A carcinoid-like group was defined by the presence of MEN1 mutation in the absence of TP53 GAs (n = 25). The remaining 844 samples were compared to the SCLC-like group and GAs enriched relative to the SCLC-like samples with a false discovery rate (FDR) < 0.0001 were used to define a NSCLC-like group. These NSCLC-like subtype-defining GAs included SMARCA4, KRAS, FGF3/4/19, STK11, CDKN2A/B, MTAP, and CCND1. Under this schema, 530 samples were classified as NSCLC-like and 314 remained unclassified. CONCLUSIONS Large-scale CGP can better characterize biologically distinct molecular subtypes in LCNEC. Further studies to define how these molecular subtypes may help inform treatment decisions in this complex and challenging malignancy are warranted.
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Affiliation(s)
- Laura Burns
- Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, One Boston Medical Center Pl, Boston, MA 02118, United States
| | - Hanna Tukachinsky
- Foundation Medicine, 150 Second St, Cambridge, MA 02141, United States
| | - Kira Raskina
- Foundation Medicine, 150 Second St, Cambridge, MA 02141, United States
| | - Richard S P Huang
- Foundation Medicine, 150 Second St, Cambridge, MA 02141, United States
| | - Alexa B Schrock
- Foundation Medicine, 150 Second St, Cambridge, MA 02141, United States
| | - Jacob Sands
- Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA 02215, United States
| | - Matthew H Kulke
- Section of Hematology & Medical Oncology, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, 830 Harrison Ave, Boston, MA 02118, United States
| | - Geoffrey R Oxnard
- Section of Hematology & Medical Oncology, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, 830 Harrison Ave, Boston, MA 02118, United States
| | - Umit Tapan
- Section of Hematology & Medical Oncology, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, 830 Harrison Ave, Boston, MA 02118, United States.
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11
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Haberberger JF, Pegram W, Britt N, Schiavone K, Severson E, Sharaf R, Albacker LA, Williams E, Lechpammer M, Hemmerich A, Lin D, Huang RSP, Hiemenz M, Elvin J, Graf R, Lesser G, Kram D, Strowd R, Bi WL, Ramkissoon LA, Cohen MB, Reddy P, Creeden J, Ross JS, Alexander BM, Ramkissoon SH. A Retrospective Genomic Landscape of 661 Young Adult Glioblastomas Diagnosed Using 2016 WHO Guidelines for Central Nervous System Tumors. Oncologist 2024; 29:e47-e58. [PMID: 37619245 PMCID: PMC10769808 DOI: 10.1093/oncolo/oyad224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 08/01/2022] [Accepted: 05/21/2023] [Indexed: 08/26/2023] Open
Abstract
The authors present a cohort of 661 young adult glioblastomas diagnosed using 2016 WHO World Health Organization Classification of Tumors of the Central Nervous System, utilizing comprehensive genomic profiling (CGP) to explore their genomic landscape and assess their relationship to currently defined disease entities. This analysis explored variants with evidence of pathogenic function, common copy number variants (CNVs), and several novel fusion events not described in literature. Tumor mutational burden (TMB) mutational signatures, anatomic location, and tumor recurrence are further explored. Using data collected from CGP, unsupervised machine-learning techniques were leveraged to identify 10 genomic classes in previously assigned young adult glioblastomas. The authors relate these molecular classes to current World Health Organization guidelines and reference current literature to give therapeutic and prognostic descriptions where possible.
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Affiliation(s)
| | - Worthy Pegram
- Pathology Department, Foundation Medicine, Morrisville, NC, USA
| | - Nicholas Britt
- Pathology Department, Foundation Medicine, Morrisville, NC, USA
| | | | - Eric Severson
- Pathology Department, Foundation Medicine, Morrisville, NC, USA
| | - Radwa Sharaf
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | - Lee A Albacker
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | - Erik Williams
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | | | | | - Douglas Lin
- Pathology Department, Foundation Medicine, Morrisville, NC, USA
| | | | - Matthew Hiemenz
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | - Julia Elvin
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | - Ryon Graf
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | - Glenn Lesser
- Pathology Department, Section on Hematology-Oncology, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - David Kram
- Pathology Department, Section on Hematology-Oncology, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Roy Strowd
- Pathology Department, Section on Hematology-Oncology, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Wenya Linda Bi
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Lori A Ramkissoon
- Pathology Department, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Michael B Cohen
- Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Prasanth Reddy
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | - James Creeden
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
| | - Jeffrey S Ross
- Pathology Department, Foundation Medicine, Cambridge, MA, USA
- Pathology Department, SUNY Upstate Medical University, Syracuse, NY, USA
| | | | - Shakti H Ramkissoon
- Pathology Department, Foundation Medicine, Morrisville, NC, USA
- Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, USA
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12
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Williams EA, Ravindranathan A, Gupta R, Stevers NO, Suwala AK, Hong C, Kim S, Yuan JB, Wu J, Barreto J, Lucas CHG, Chan E, Pekmezci M, LeBoit PE, Mully T, Perry A, Bollen A, Van Ziffle J, Devine WP, Reddy AT, Gupta N, Basnet KM, Macaulay RJB, Malafronte P, Lee H, Yong WH, Williams KJ, Juratli TA, Mata DA, Huang RSP, Hiemenz MC, Pavlick DC, Frampton GM, Janovitz T, Ross JS, Chang SM, Berger MS, Jacques L, Song JS, Costello JF, Solomon DA. Novel SOX10 indel mutations drive schwannomas through impaired transactivation of myelination gene programs. Neuro Oncol 2023; 25:2221-2236. [PMID: 37436963 PMCID: PMC10708934 DOI: 10.1093/neuonc/noad121] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Schwannomas are common peripheral nerve sheath tumors that can cause severe morbidity given their stereotypic intracranial and paraspinal locations. Similar to many solid tumors, schwannomas and other nerve sheath tumors are primarily thought to arise due to aberrant hyperactivation of the RAS growth factor signaling pathway. Here, we sought to further define the molecular pathogenesis of schwannomas. METHODS We performed comprehensive genomic profiling on a cohort of 96 human schwannomas, as well as DNA methylation profiling on a subset. Functional studies including RNA sequencing, chromatin immunoprecipitation-DNA sequencing, electrophoretic mobility shift assay, and luciferase reporter assays were performed in a fetal glial cell model following transduction with wildtype and tumor-derived mutant isoforms of SOX10. RESULTS We identified that nearly one-third of sporadic schwannomas lack alterations in known nerve sheath tumor genes and instead harbor novel recurrent in-frame insertion/deletion mutations in SOX10, which encodes a transcription factor responsible for controlling Schwann cell differentiation and myelination. SOX10 indel mutations were highly enriched in schwannomas arising from nonvestibular cranial nerves (eg facial, trigeminal, vagus) and were absent from vestibular nerve schwannomas driven by NF2 mutation. Functional studies revealed these SOX10 indel mutations have retained DNA binding capacity but impaired transactivation of glial differentiation and myelination gene programs. CONCLUSIONS We thus speculate that SOX10 indel mutations drive a unique subtype of schwannomas by impeding proper differentiation of immature Schwann cells.
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Affiliation(s)
- Erik A Williams
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Ajay Ravindranathan
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Rohit Gupta
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Nicholas O Stevers
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Abigail K Suwala
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Chibo Hong
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Somang Kim
- Department of Physics and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Jimmy Bo Yuan
- Department of Physics and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Jasper Wu
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Jairo Barreto
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Calixto-Hope G Lucas
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Emily Chan
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Melike Pekmezci
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Philip E LeBoit
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Thaddeus Mully
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Arie Perry
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Andrew Bollen
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Jessica Van Ziffle
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - W Patrick Devine
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Alyssa T Reddy
- Departments of Neurology and Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Nalin Gupta
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | | | | | | | - Han Lee
- Department of Pathology, University of California, Davis, Sacramento, California, USA
| | - William H Yong
- Department of Pathology and Laboratory Medicine, University of California, Irvine, Irvine, California, USA
| | - Kevin Jon Williams
- Departments of Physiology and Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania, USA
| | - Tareq A Juratli
- Department of Neurosurgery, Division of Neuro-Oncology, Faculty of Medicine and Carl Gustav Carus University Hospital, Dresden, Germany
| | - Douglas A Mata
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | | | | | - Dean C Pavlick
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | | | - Tyler Janovitz
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
- Department of Pathology, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Susan M Chang
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Mitchel S Berger
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Line Jacques
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Jun S Song
- Department of Physics and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Joseph F Costello
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - David A Solomon
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
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13
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Necchi A, Spiess PE, Costa de Padua T, Li R, Grivas P, Huang RSP, Lin DI, Danziger N, Ross JS, Jacob JM, Sager RA, Basnet A, Li G, Graf RP, Pavlick DC, Bratslavsky G. Genomic Profiles and Clinical Outcomes of Penile Squamous Cell Carcinoma With Elevated Tumor Mutational Burden. JAMA Netw Open 2023; 6:e2348002. [PMID: 38150257 PMCID: PMC10753400 DOI: 10.1001/jamanetworkopen.2023.48002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 10/31/2023] [Indexed: 12/28/2023] Open
Abstract
Importance Tumor mutational burden (TMB) is a putative biomarker of efficacy for immune checkpoint inhibitor (ICI) therapies of solid tumors, but not specifically for penile squamous cell carcinoma (PSCC). Objective To characterize biomarker features and ICI therapy outcomes associated with high TMB in PSCC in the routine clinical practice setting. Design, Setting, and Participants In this cohort study, 397 PSCC cases were analyzed to identify genomic alterations in more than 300 cancer-associated genes and genomic signatures, including TMB, using a hybrid capture-based comprehensive genomic profiling assay. Tumor mutational burden was categorized as low (<10 mutations per megabase [mut/Mb]), high (10-19 mut/Mb), or very high (≥20 mut/Mb). Germline status of genetic alterations was predicted using a validated somatic-germline computational method. Clinical outcomes of patients with metastatic PSCC receiving first-line ICI were abstracted using the deidentified nationwide Clinico-Genomic Database (CGDB) from January 1, 2011, through December 31, 2022. Exposure Comprehensive genomic profiling was performed using FoundationOne and FoundationOne CDx assays from Foundation Medicine Inc. Main outcomes and measures The spectrum of genetic alterations by TMB level in PSCC, the percentage of germline genetic alterations, and the outcome (overall survival with routine clinical treatment) by TMB of chemotherapy-naive patients with PSCC who received ICI treatment up front were assessed in this descriptive study. Results Among 397 patients (median [IQR] age, 65 [54-73] years; 266 [67.0%] of European, 83 [20.9%] of admixed American, and 34 [8.5%] of African or other genomic ancestry), the median (IQR) age (eg, 65 [53-73] years for low TMB vs 68 [61-78] years for TMB ≥10 mut/Mb) and genomic ancestry distribution (eg, European 228 of 339 [67.3%] for low TMB vs 38 of 58 [65.5%] for TMB ≥10 mut/Mb) were similar between TMB subgroups. There were 339 PSCC cases (85.4%) with low TMB, 40 cases (10.1%) with high TMB, and 18 cases (4.5%) with very high TMB. Comparisons of TMB of 10 mut/Mb or higher vs low TMB showed an enrichment of genetic alterations in PIK3CA (48.3% vs 18.3%; P < .001) and KMT2D (29.3% vs 7.7%; P < .001) and less frequent genetic alterations in CDKN2A (25.9% vs 45.7%; P = .05). Most genetic alterations did not co-occur. Human papillomavirus identification was more frequent as TMB increased: 28.3% for low TMB, 50.0% for high, and 72.2% for very high. In total, 95 of 1377 genetic alterations (6.9%) were germline. Of 10 patients identified from the CGDB receiving frontline ICIs, median (IQR) follow-up was 9.9 months. Four patients had overall survival with clinical treatment of more than 12 months, including 2 of 3 patients with TMB of 10 mut/Mb or higher. Conclusions and Relevance In this cohort study of advanced metastatic PSCC based on TMB levels, significant differences were observed for biomarkers in nearly 15% of patients with a TMB of 10 mut/Mb or higher. Germline testing and ICI-based therapy should be integrated into the management of selected PSCC cases.
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Affiliation(s)
- Andrea Necchi
- Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Philippe E. Spiess
- Department of GU Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | | | - Roger Li
- Department of GU Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Petros Grivas
- Division of Oncology, Department of Medicine, University of Washington, Seattle
- Fred Hutchinson Cancer Center, Seattle, Washington
| | | | | | | | - Jeffrey S. Ross
- Foundation Medicine, Inc, Cambridge, Massachusetts
- SUNY Upstate Medical University, Syracuse, New York
| | | | | | - Alina Basnet
- SUNY Upstate Medical University, Syracuse, New York
| | - Gerald Li
- Foundation Medicine, Inc, Cambridge, Massachusetts
| | - Ryon P. Graf
- Foundation Medicine, Inc, Cambridge, Massachusetts
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14
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Peak T, Spiess PE, Li R, Grivas P, Necchi A, Pavlick D, Huang RSP, Lin D, Danziger N, Jacob JM, Bratslavsky G, Ross JS. Comparative Genomic Landscape of Urothelial Carcinoma of the Bladder Among Patients of East and South Asian Genomic Ancestry. Oncologist 2023; 28:e910-e920. [PMID: 37196060 PMCID: PMC10546831 DOI: 10.1093/oncolo/oyad120] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/21/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Despite the low rate of urothelial carcinoma of the bladder (UCB) in patients of South Asian (SAS) and East Asian (EAS) descent, they make up a significant portion of the cases worldwide. Nevertheless, these patients are largely under-represented in clinical trials. We queried whether UCB arising in patients with SAS and EAS ancestry would have unique genomic features compared to the global cohort. METHODS Formalin-fixed, paraffin-embedded tissue was obtained for 8728 patients with advanced UCB. DNA was extracted and comprehensive genomic profiling was performed. Ancestry was classified using a proprietary calculation algorithm. Genomic alterations (GAs) were determined using a 324-gene hybrid-capture-based method which also calculates tumor mutational burden (TMB) and determines microsatellite status (MSI). RESULTS Of the cohort, 7447 (85.3%) were EUR, 541 (6.2%) were AFR, 461 (5.3%) were of AMR, 74 (0.85%) were SAS, and 205 (2.3%) were EAS. When compared with EUR, TERT GAs were less frequent in SAS (58.1% vs. 73.6%; P = .06). When compared with non-SAS, SAS had less frequent GAs in FGFR3 (9.5% vs. 18.5%, P = .25). TERT promoter mutations were significantly less frequent in EAS compared to non-EAS (54.1% vs. 72.9%; P < .001). When compared with the non-EAS, PIK3CA alterations were significantly less common in EAS (12.7% vs. 22.1%, P = .005). The mean TMB was significantly lower in EAS vs. non-EAS (8.53 vs. 10.02; P = .05). CONCLUSIONS The results from this comprehensive genomic analysis of UCB provide important insight into the possible differences in the genomic landscape in a population level. These hypothesis-generating findings require external validation and should support the inclusion of more diverse patient populations in clinical trials.
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Affiliation(s)
- Taylor Peak
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Philippe E Spiess
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Roger Li
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Petros Grivas
- Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA
| | - Andrea Necchi
- Vita-Salute San Raffaele University, Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy
| | | | | | | | | | - Joseph M Jacob
- Department of Urology, Upstate Medical University, Syracuse, NY, USA
| | | | - Jeffrey S Ross
- Foundation Medicine Inc, Cambridge, MA, USA
- Department of Urology, Upstate Medical University, Syracuse, NY, USA
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15
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Necchi A, Faltas BM, Slovin SF, Meeks JJ, Pal SK, Schwartz LH, Huang RSP, Li R, Manley B, Chahoud J, Ross JS, Spiess PE. Immunotherapy in the Treatment of Localized Genitourinary Cancers. JAMA Oncol 2023; 9:1447-1454. [PMID: 37561425 DOI: 10.1001/jamaoncol.2023.2174] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
Importance A true revolution in the management of advanced genitourinary cancers has occurred with the discovery and adoption of immunotherapy (IO). The therapeutic benefits of IO were recently observed not to be solely confined to patients with disseminated disease but also in select patients with localized and locally advanced genitourinary neoplasms. Observations KEYNOTE-057 demonstrated the benefit of pembrolizumab monotherapy for treating high-risk nonmuscle invasive bladder cancer unresponsive to bacillus Calmette-Guérin (BCG), resulting in recent US Food and Drug Administration approval. Furthermore, a current phase 3 trial (Checkmate274) demonstrated a disease-free survival benefit with the administration of adjuvant nivolumab vs placebo in muscle-invasive urothelial carcinoma after radical cystectomy. In addition, the recent highly publicized phase 3 KEYNOTE 564 trial demonstrated a recurrence-free survival benefit of adjuvant pembrolizumab in patients with high-risk localized/locally advanced kidney cancer. Conclusions and Relevance The adoption and integration of IO in the management of localized genitourinary cancers exhibiting aggressive phenotypes are becoming an emerging therapeutic paradigm. Clinical oncologists and scientists should become familiar with these trials and indications because they are likely to dramatically change our treatment strategies in the months and years to come.
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Affiliation(s)
- Andrea Necchi
- Vita-Salute San Raffaele University; IRCCS San Raffaele Hospital, Milan, Italy
| | - Bishoy M Faltas
- Englander Institute for Precision Medicine, Weill Cornell Medicine-NewYork Presbyterian Hospital. New York, New York
| | - Susan F Slovin
- Genitourinary Oncology Service, Department of Medicine, Sidney Kimmel Center for Prostate and Urologic Cancers, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Joshua J Meeks
- Departments of Pathology, Urology, Biochemistry and Molecular Genetics, Northwestern University School of Medicine, Chicago, Illinois
| | - Sumanta K Pal
- Department of Medical Oncology & Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Lawrence H Schwartz
- Department of Radiology, Columbia University College of Physicians and Surgeons, New York, New York
- Department of Radiology, New York Presbyterian Hospital, New York, New York
| | | | - Roger Li
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Brandon Manley
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Jad Chahoud
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Jeffrey S Ross
- Foundation Medicine, Cambridge, Massachusetts
- Departments of Pathology, Urology and Medicine (Oncology), Upstate Medical University, Syracuse, NY USA
| | - Philippe E Spiess
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
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Danziger N, Sokol ES, Graf RP, Hiemenz MC, Maule J, Parimi V, Palmieri C, Pusztai L, Ross JS, Huang RSP. Variable Landscape of PD-L1 Expression in Breast Carcinoma as Detected by the DAKO 22C3 Immunohistochemistry Assay. Oncologist 2023; 28:319-326. [PMID: 36866462 PMCID: PMC10078903 DOI: 10.1093/oncolo/oyad025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 06/17/2022] [Accepted: 01/09/2023] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND In 2020, pembrolizumab was approved as a therapy for triple-negative breast cancer (TNBC) with the companion diagnostic DAKO 22C3 programmed death ligand-1 (PD-L1) immunohistochemistry assay. The study aimed to determine the landscape of PD-L1 expression as detected by the DAKO 22C3 PD-L1 assay in breast cancer subtypes and compare the clinicopathologic and genomic characteristics of PD-L1 positive and negative TNBC. METHODS PD-L1 expression using the DAKO 22C3 antibody was scored using a combined positive score (CPS) and positive status was defined as CPS ≥10. Comprehensive genomic profiling was performed using the FoundationOne CDx assay. RESULTS Of the 396 BC patients stained with DAKO 22C3, the majority were HR+/HER2- and TNBC (42% and 36%, respectively). Median PD-L1 expression and frequency of CPS ≥10 was highest in TNBC cases (median: 7.5, 50% CPS ≥10) and lowest in the HR+/HER2- group (median: 1.0, 15.5% CPS ≥10) (P < .0001). A comparison of PD-L1 positive and PD-L1 negative TNBC demonstrated no significant differences in clinicopathologic or genomic characteristics. TNBC tissue samples from the breast did have an observed enrichment for PD-L1 positivity compared to TNBC tissue samples from a metastatic site (57% vs. 44%), but this was not statistically significant (P = .1766). In the HR+/HER2- group, genomic alterations in TP53, CREBBP, and CCNE1 were more prevalent and genomic loss of heterozygosity was higher in the PD-L1(+) group compared to the PD-L1(-) group. CONCLUSIONS The subtypes of breast cancer have distinct patterns of PD-L1 expression, supporting that further research of immunotherapies may include specific evaluation of optimum cutoffs for non-TNBC patients. In TNBC, PD-L1 positivity is not associated with other clinicopathologic or genomic features and should be integrated into future studies of immunotherapy efficacy.
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Affiliation(s)
| | | | - Ryon P Graf
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | - Jake Maule
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | - Carlo Palmieri
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - Lajos Pusztai
- The Clatterbridge Cancer Centre National Health Service (NHS) Foundation Trust, Liverpool, UK
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA
- Departments of Pathology and Urology, State University of New York Upstate Medical University, Syracuse, NY, USA
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17
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Gates JC, Clark AP, Cherkas E, Shreenivas AV, Kraus D, Danzinger N, Huang RSP, Johnson J, Ross JS. Genomic profiling and precision medicine in complex ameloblastoma. Head Neck 2023; 45:816-826. [PMID: 36645099 DOI: 10.1002/hed.27294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 12/01/2022] [Accepted: 12/27/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Ameloblastoma may present a significant treatment challenge in the locally advanced, recurrent and metastatic setting. Comprehensive genomic profiling (CGP) can identify targetable genomic alterations to aid in treatment. METHODS Ameloblastoma samples were sequenced using hybrid-capture based sequencing. A systematic literature review was performed to examine outcomes in studies employing targeted treatment in ameloblastoma. RESULTS We reviewed 14 cases of Ameloblastoma using CGP. There were six patients with activating BRAF mutations, five with PIK3CA, five with SMO, four with FGFR2, one with EGFR, and one with ROS1. All cases were MSI stable and the median TMB was 2.5 mutations/Mb. A separate literature review of clinical outcomes in ameloblastoma showed a predominance of at least partial response to targeted treatment (7/12 cases). CONCLUSION CGP is helpful in identifying specific driver mutations in patients with complex ameloblastoma. Targeted treatment has been employed with success in achieving treatment response.
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Affiliation(s)
- James C Gates
- Department of Oral and Maxillofacial Surgery, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, Pennsylvania, USA
| | | | - Elliot Cherkas
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Aditya V Shreenivas
- Department of Medical Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Dennis Kraus
- Director of Oncology, Centura Health, Centennial, Colorado, USA
| | | | | | - Jennifer Johnson
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
- Department of Pathology, Upstate Medical University, Syracuse, New York, USA
- Department of Urology, Upstate Medical University, Syracuse, New York, USA
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18
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Huang RSP, Graf RP, Oxnard GR. Not all TMB assays are the same: Clinical validity of robust algorithmic germline filtering. Cancer Cell 2023; 41:819-820. [PMID: 37059103 DOI: 10.1016/j.ccell.2023.03.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 03/22/2023] [Accepted: 03/23/2023] [Indexed: 04/16/2023]
Abstract
Huang et al. propose that a tumor-only calculation of tumor mutational burden (TMB), which leverages algorithmic filtering of germline variants, maintains clinical validity across ancestries without necessitating germline sequencing.
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Affiliation(s)
| | - Ryon P Graf
- Foundation Medicine, Inc, Cambridge, MA, USA
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19
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Hiemenz MC, Kaur J, Kuang Z, Huang RSP, Harries L, Metzger D, Schiavone K, Millis SZ, Lin DI, Lechpammer M, Decker B, Mata DA, Reddy A, Parke M, Lee EY, Cui X, Iwenofu OH, Buehler D, Henderson L, Baldwin E, Boikos SA, Ramkissoon SH, Smith SC. POU2AF3-rearranged Sarcomas: A Novel Tumor Defined by Fusions of EWSR1 or FUS to a Gene Formerly Designated COLCA2. Genes Chromosomes Cancer 2023. [PMID: 36862145 DOI: 10.1002/gcc.23136] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [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: 09/26/2022] [Revised: 01/30/2023] [Accepted: 02/25/2023] [Indexed: 03/03/2023] Open
Abstract
Gene fusions involving EWSR1 or FUS as the 5' partner have been reported in a diverse array of sarcomas. Here, we characterize the histopathology and genomics of six tumors harboring a gene fusion between EWSR1 or FUS and POU2AF3, an understudied, putative colorectal cancer predisposition gene. Striking morphologic features reminiscent of synovial sarcoma were observed including a biphasic appearance with variable fusiform to epithelioid cytomorphology and staghorn-type vasculature. RNA sequencing demonstrated variable breakpoints in EWSR1/FUS along with similar breakpoints in POU2AF3 that encompassed a 3' portion of this gene. For cases in which additional information was available, the behavior of these neoplasms was aggressive with local spread and/or distant metastases. Although further studies are needed to confirm the functional significance of our findings, POU2AF3 fusions to EWSR1 or FUS may define a novel type of POU2AF3-rearranged sarcomas with aggressive, malignant behavior.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Matthew Parke
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Eun Y Lee
- Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, KY
| | - Xiaoyan Cui
- Department of Pathology and Laboratory Medicine, The Ohio State University Wexner Medical Center, Columbus, OH
| | - O Hans Iwenofu
- Department of Pathology and Laboratory Medicine, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Darya Buehler
- Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Les Henderson
- Wisconsin State Laboratory of Hygiene, University of Wisconsin-Madison, Madison, WI
| | - Erin Baldwin
- Wisconsin State Laboratory of Hygiene, University of Wisconsin-Madison, Madison, WI
| | - Sosipatros A Boikos
- Division of Hematology, Oncology, and Palliative Care, Department of Medicine, Virginia Commonwealth University School of Medicine, Richmond, VA
| | - Shakti H Ramkissoon
- Foundation Medicine, Cambridge, MA.,Department of Pathology, Wake Forest School of Medicine and Wake Forest Comprehensive Cancer Center, Winston-Salem, NC
| | - Steven C Smith
- Departments of Pathology and Surgery and Massey Cancer Center, Virginia Commonwealth University School of Medicine, Richmond, VA
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20
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Mata DA, Harries L, Williams EA, Hiemenz MC, Decker B, Tse JY, Janovitz T, Ferguson DC, Speece IA, Margolis ML, Mathews B, Fedorchak K, Killian JK, Xiao J, Tolba KA, Ramkissoon S, Vergilio JA, Elvin JA, Oxnard GR, Ross JS, Huang RSP. Method of Tissue Acquisition Affects Success of Comprehensive Genomic Profiling in Lung Cancer. Arch Pathol Lab Med 2023; 147:338-347. [PMID: 35771716 DOI: 10.5858/arpa.2021-0313-oa] [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] [Accepted: 02/08/2022] [Indexed: 11/06/2022]
Abstract
CONTEXT.— Multiple procedural techniques can be used to obtain tissue to create a formalin-fixed, paraffin-embedded specimen for comprehensive genomic profiling (CGP) in lung cancer. The literature is mixed on whether the procedure affects CGP success. OBJECTIVE.— To examine whether biopsy procedure affects lung cancer CGP success. DESIGN.— This was a cross-sectional study of all patients with lung cancer whose specimens were submitted for CGP between January and February 2020. Multiple quality control metrics were used to determine whether cases were successfully profiled. RESULTS.— In all, 3312 samples were identified. Overall, 67.5% (2236 of 3312) of samples were obtained from biopsies, 13.0% (432 of 3312) from fine-needle aspirations (FNAs), 9.7% (321 of 3312) from resections, 5.3% (174 of 3312) from fluid cytology cell blocks, and 4.5% (149 of 3312) from bone biopsies. Overall, 70.1% (2321 of 3312) of cases passed CGP, 15.4% (510 of 3312) of cases were released as qualified reports, and 14.5% (481 of 3312) of cases failed CGP. Resection samples were the most likely to be successfully sequenced, failing in only 2.8% (9 of 321) of instances, while fluid cytology specimens were the least likely, failing in 23.0% (40 of 174) of instances. Biopsy (14.5% [324 of 2236]), FNA (18.5% [80 of 432]), and bone biopsy (18.8% [28 of 149]) specimens failed at intermediate frequencies. On multivariate logistic regression analysis of CGP success on specimen type, fluid cytology (odds ratio [OR], 0.08; 95% CI, 0.03-0.19), biopsy (OR, 0.25; 95% CI, 0.11-0.52), FNA (OR, 0.14; 95% CI, 0.06-0.32), and bone biopsy (OR, 0.07; 95% CI, 0.03-0.17) specimens had decreased odds of CGP success relative to resection samples. Among patients with successfully sequenced samples, 48.0% were eligible for at least 1 therapy, based on a companion diagnostic or National Comprehensive Cancer Network biomarker. CONCLUSIONS.— The method of tissue acquisition was an important preanalytic factor that determined whether a sample would be successfully sequenced and whether a clinically actionable genomic alteration would be detected.
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Affiliation(s)
| | - Lukas Harries
- From Foundation Medicine, Inc, Cambridge, Massachusetts
| | | | | | | | - Julie Y Tse
- From Foundation Medicine, Inc, Cambridge, Massachusetts
| | | | | | - Iain A Speece
- From Foundation Medicine, Inc, Cambridge, Massachusetts
| | | | | | | | | | - Jinpeng Xiao
- From Foundation Medicine, Inc, Cambridge, Massachusetts
| | | | | | | | - Julia A Elvin
- From Foundation Medicine, Inc, Cambridge, Massachusetts
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21
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Jardim DL, Murugesan K, Elvin JA, Huang RSP, Kurzrock R. PD-L1 gene amplification and focality: relationship with protein expression. J Immunother Cancer 2023; 11:jitc-2022-006311. [PMID: 36849197 PMCID: PMC9972417 DOI: 10.1136/jitc-2022-006311] [Citation(s) in RCA: 0] [Impact Index Per Article: 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] [Accepted: 02/14/2023] [Indexed: 03/01/2023] Open
Abstract
PD-L1 (CD274) amplification occurs in a small subset of malignancies and may predict anti-PD-1/PD-L1 immunotherapy responsiveness. We hypothesized that both copy number (CN) and focality of cancer-related PD-L1 amplifications impact protein expression, and, thus, analyzed solid tumors that underwent comprehensive genomic profiling between March 2016 and February 2022 at Foundation Medicine. PD-L1 CN alterations were detected using a comparative genomic hybridization-like method. PD-L1 CN changes were correlated with PD-L1 protein expression (DAKO 22C3 antibody) by immunohistochemistry (IHC). Overall, 60,793 samples were analyzed (most frequent histologies: lung adenocarcinoma (20%), colon adenocarcinoma (12%), lung squamous carcinoma (8%)). Using a definition of CD274 CN ≥ specimen ploidy +4 (6 copies), 1.21% of tumors (738/60,793) were PD-L1 amplified. Focality category distribution was as follows: <0.1 mB (n=18 (2.4%)), ≥0.1 to <4 mB (n=230 (31.1%)), ≥4 to <20 mB (n=310 (42%)), ≥20mB (n=180 (24.4%)). Lower levels of PD-L1 amplification (below specimen ploidy +4) were more frequently non-focal amplifications compared to higher levels. In addition, more focal amplification (<0.1 mB) correlated with higher PD-L1 IHC expression. Median tumor proportion score (TPS) for samples with PD-L1 amplification (ploidy ≥+4) according to focality were 87.5% (<0.1 mB), 80% (≥0.1 to <4 mB), 40% (≥4 to <20 mB), 1% (≥20mB). In specimens with PD-L1 ploidy less than +4, but highly focal (<0.1 mB), the 75th percentile of PD-L1 expression by TPS was 80%. Conversely, non-focal (≥20 mB) PD-L1 amplification (ploidy ≥+4) can present high PD-L1 expression (TPS≥50%), albeit infrequently (0.09% of our cohort). In conclusion, PD-L1 expression measured by IHC is influenced by PD-L1 amplification level and focality. Further correlation between amplification, focality, protein expression and therapeutic outcome for PD-L1 and other targetable genes warrants exploration.
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Affiliation(s)
| | - Karthikeyan Murugesan
- Cancer Genomics Research, Foundation Medicine Inc, Cambridge, Massachusetts, USA,Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | | | | | - Razelle Kurzrock
- Department of Medicine, WIN Consortium for Personalized Cancer Therapy, La Jolla, San Diego, USA,Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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22
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Basin MF, Bratslavsky G, Nahhas N, Basnet A, Goldberg H, Necchi A, Sokol ES, Ramkissoon SH, Huang RSP, Ross JS, Jacob JM. Novel synthetic lethality drug target in urothelial bladder cancer based on MTAP genomic loss. Urol Oncol 2023; 41:109.e15-109.e22. [PMID: 36443178 DOI: 10.1016/j.urolonc.2022.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 07/26/2022] [Revised: 09/19/2022] [Accepted: 10/03/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND When urothelial carcinoma of the bladder (UCB) presents or progresses to chemo-refractory metastatic disease, the search for new therapeutic targets is paramount. Targeting protein arginine methyltransferase 5 accumulation in tumors with methylthioadenosine phosphorylase (MTAP) genomic loss has been proposed as a new anti-tumor strategy. We evaluated the incidence of patients with MTAP loss and correlate to treatment-guiding targets and biomarkers. METHODS Two thousand six hundred eighty-three cases of advanced UCB underwent hybrid-capture based comprehensive genomic profiling using the FDA-approved F1CDx assay to evaluate all classes of genomic alterations (GA) among 324 genes. Tumor mutational burden was determined on at least 0.8 Mbp of sequenced DNA and microsatellite instability was determined on at least 95 loci. RESULTS 650 (24%) of UCB featured MTAP loss mutations (MTAP-). The gene and age distributions were similar in MTAP intact (MTAP+) and MTAP- UCB. MTAP- UCB contained higher GA/tumor frequency than MTAP+ UCB likely reflecting the frequent co-deletions of cyclin-dependent kinase inhibitor 2A/B. Of potential therapeutic targets, fibroblast growth factor receptor 3, and phosphatase and tensin homolog GA were more frequent in MTAP- UCB. In contrast, biomarkers of immunotherapy response, including higher frequencies of high tumor mutational burden and high programmed death-ligand 1 IHC staining, were observed in the MTAP+ UCB. CONCLUSIONS When compared with MTAP+ UCB, MTAP- UCB differs in genomic signatures including an increase in potentially targetable alterations but a lower frequency of immunotherapy drug biomarkers. Thus, the genomic landscape in MTAP- UCB may play a role in the design of clinical trials incorporating combination treatment strategies when targeting protein arginine methyltransferase 5 in MTAP- tumors.
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Affiliation(s)
- Michael F Basin
- Upstate Medical University Department of Urology, Syracuse, NY
| | | | - Nathan Nahhas
- Upstate Medical University Department of Urology, Syracuse, NY
| | - Alina Basnet
- Upstate Medical University Department of Medicine, Syracuse, NY
| | - Hanan Goldberg
- Upstate Medical University Department of Urology, Syracuse, NY
| | - Andrea Necchi
- Vita-Salute San Raffaele University, Department of Medical Oncology, IRCCS Ospedale San Raffaele, Milan, Italy
| | | | | | | | - Jeffrey S Ross
- Upstate Medical University Department of Urology, Syracuse, NY; Upstate Medical University Department of Medicine, Syracuse, NY; Vita-Salute San Raffaele University, Department of Medical Oncology, IRCCS Ospedale San Raffaele, Milan, Italy; Foundation Medicine, Inc, Cambridge, MA
| | - Joseph M Jacob
- Upstate Medical University Department of Urology, Syracuse, NY.
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23
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Parimi V, Tolba K, Danziger N, Kuang Z, Sun D, Lin DI, Hiemenz MC, Schrock AB, Ross JS, Oxnard GR, Huang RSP. Genomic landscape of 891 RET fusions detected across diverse solid tumor types. NPJ Precis Oncol 2023; 7:10. [PMID: 36690680 PMCID: PMC9870857 DOI: 10.1038/s41698-023-00347-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 01/05/2023] [Indexed: 01/25/2023] Open
Abstract
In this study, we report the clinicopathologic and genomic profiles of 891 patients with RET fusion driven advanced solid tumors. All patient samples were tested using a tissue-based DNA hybrid capture next generation sequencing (NGS) assay and a subset of the samples were liquid biopsies tested using a liquid-based hybrid capture NGS assay. RET fusions were found in 523 patients with NSCLC and in 368 patients with other solid tumors. The two tumor types with the highest number of RET fusion were lung adenocarcinoma and thyroid papillary carcinoma, and they had a prevalence rate 1.14% (455/39,922) and 9.09% (109/1199), respectively. A total of 61 novel fusions were discovered in this pan-tumor cohort. The concordance of RET fusion detection across tumor types among tissue and liquid-based NGS was 100% (8/8) in patients with greater than 1% composite tumor fraction (cTF). Herein, we present the clinicopathologic and genomic landscape of a large cohort of RET fusion positive tumors and we observed that liquid biopsy-based NGS is highly sensitive for RET fusions at cTF ≥1%.
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Affiliation(s)
- Vamsi Parimi
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Khaled Tolba
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Natalie Danziger
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Zheng Kuang
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Daokun Sun
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Douglas I. Lin
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Matthew C. Hiemenz
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Alexa B. Schrock
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
| | - Jeffrey S. Ross
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA ,grid.410412.20000 0004 0384 8998Department of Pathology and Urology, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, NY USA
| | - Geoffrey R. Oxnard
- grid.418158.10000 0004 0534 4718Foundation Medicine, Inc, Cambridge, MA USA
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24
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Severson EA, Haberberger J, Hemmerich A, Huang RSP, Edgerly C, Schiavone K, Najafian A, Hiemenz M, Lechpammer M, Vergilio JA, Lesser G, Strowd R, Elvin J, Ross JS, Hegde P, Alexander B, Singer S, Ramkissoon S. Genomic Profiling Reveals Differences in Primary Central Nervous System Lymphoma and Large B-Cell Lymphoma, With Subtyping Suggesting Sensitivity to BTK Inhibition. Oncologist 2023; 28:e26-e35. [PMID: 36342081 PMCID: PMC9847534 DOI: 10.1093/oncolo/oyac190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 07/19/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND B-cell primary central nervous system (CNS) lymphoma (PCL) is diffuse large B-cell lymphoma (DLBCL) confined to the CNS. Less than 50% of patients with PCL achieve complete remission with current therapies. We describe the findings from comprehensive genomic profiling (CGP) of a cohort of 69 patients with PCL, 36 cases of secondary CNS lymphoma (SCL), and 969 cases of DLBCL to highlight their differences and characterize the PCL cohort. In addition, we highlight the differences in frequency of germinal center B-cell like (GCB) and non-GCB subtypes and molecular subtypes, particularly MCD and EZH subtypes, between PCL and DLBCL. MATERIALS AND METHODS Sixty-nine cases of B-cell PCL, 36 cases of secondary CNS lymphoma (SCL), and 969 cases of DLBCL were evaluated by CGP of 405 genes via DNAseq and 265 genes via RNAseq for fusions (FoundationOne Heme). Tumor mutational burden (TMB) was calculated from 1.23 Mb of sequenced DNA. RESULTS Genomic alterations with significant differences between PCL and DLBCL included MYD88, ETV6, PIM1, PRDM1, CXCR4, TP53, and CREBBP, while only MYD88 was significantly different between SCL and DLBCL. PCL cases were significantly enriched for the MCD molecular subtypes, which have an excellent response to BTKi. We report a patient with a durable complete response to BTKi consistent with their genomic profile. EBV status, CD274 amplification, and TMB status suggest that 38% of PCL patients may benefit from ICPI; however further study is warranted. CONCLUSION CGP of PCLs reveals biomarkers, genomic alterations, and molecular classifications predictive of BTKi efficacy and potential ICPI efficacy. Given the limitations of standard of care for PCL, CGP is critical to identify potential therapeutic approaches for patients in this rare form of lymphoma.
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Affiliation(s)
- Eric A Severson
- Corresponding author: Eric Severson, MD, PhD, 7010 Kit Creek Road, Morrisville, NC 27560, USA. Tel: +1 919 748 5886; E-mail:
| | | | | | | | | | | | | | | | | | | | - Glenn Lesser
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Roy Strowd
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | | | | | | | | | - Samuel Singer
- Hackensack University Medical Center, Hackensack, NJ, USA
| | - Shakti Ramkissoon
- Foundation Medicine, Morrisville, NC, USA,Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
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25
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Huang RSP, Carbone DP, Li G, Schrock A, Graf RP, Zhang L, Murugesan K, Ross JS, Tolba K, Sands J, Oxnard GR, Spigel D. Durable responders in advanced NSCLC with elevated TMB and treated with 1L immune checkpoint inhibitor: a real-world outcomes analysis. J Immunother Cancer 2023; 11:jitc-2022-005801. [PMID: 36650021 PMCID: PMC9853253 DOI: 10.1136/jitc-2022-005801] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [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] [Accepted: 12/30/2022] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND For patients with advanced non-small cell lung carcinoma (NSCLC), immune checkpoint inhibitor (ICPI) and chemotherapy (chemo) ICPI represent two distinct first-line standard-of-care regimens without clear and established biomarkers to inform the optimal choice for individual patients. Here, we examined the complementary roles of tumor mutational burden (TMB) and programmed death ligand-1 (PD-L1) immunohistochemistry (IHC) to inform first-line therapy using a large real-world (rw) data set. MATERIALS AND METHODS The study included patients with NSCLC from an rw de-identified clinico-genomic database. All patients underwent genomic testing using Foundation Medicine's tissue comprehensive genomic profiling assay and PD-L1 IHC assay scored for tumor cell staining (TS). RESULTS Of 2165 patients included in the analysis, 150 exhibited durable benefit from first-line ICPI regimens (these patients were enriched for PD-L1 TS ≥50, non-squamous histology, and TMB ≥20 mutations/megabase (muts/Mb)). Comparing low TMB (<10 muts/Mb), high TMB (10-19 muts/Mb), and very high TMB (≥20 muts/Mb) receiving ICPI alone, we observed a stepwise increase in median rwPFS (real world-progression free survival) (6.5, 7.5, 17.2 months) and rwOS (real world-overall survival) (10.1, 11.8, 26.9 months) as TMB increased. In the low PD-L1 (TS <50%) cohort, TMB <20 muts/Mb showed a more favorable rwPFS (HR: 0.56 (95% CI: 0.40 to 0.79)) and rwOS (HR 0.74 (95% CI: 0.58 to 0.96)) on chemoICPI when compared with ICPI alone while the point estimate in rwPFS favored monoICPI in the TMB ≥20 muts/Mb cohort, the CI is wide and does not reach statistical significance (HR: 1.68 (95% CI: 0.52 to 5.48)). CONCLUSION This study provides evidence that higher TMB cut-offs, such as 20 muts/Mb, can identify patients with prolonged benefit from ICPI. TMB ≥20 muts/Mb is a potential biomarker that may identify patients in whom an ICPI without chemo could be considered, even in the setting of lower PD-L1 levels. Prospective validation of these findings could increase access to chemo-sparing regimens for the first-line treatment of advanced NSCLC.
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Affiliation(s)
| | - David P Carbone
- The Ohio State University and the Pelotonia Institute for Immune Oncology, Columbus, Ohio, USA
| | - Gerald Li
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Alexa Schrock
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Ryon P Graf
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | | | | | - Jeffrey S Ross
- Foundation Medicine Inc, Cambridge, Massachusetts, USA,Upstate Medical University, Syracuse, New York, USA
| | - Khaled Tolba
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Jacob Sands
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | | | - David Spigel
- Sarah Cannon Research Institute and Tennessee Oncology, Nashville, Tennessee, USA
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Quintanilha JCF, Graf RP, Fisher VA, Oxnard GR, Ellis H, Panarelli N, Lin DI, Li G, Huang RSP, Ross JS, Myer PA, Klempner SJ. Comparative Effectiveness of Immune Checkpoint Inhibitors vs Chemotherapy in Patients With Metastatic Colorectal Cancer With Measures of Microsatellite Instability, Mismatch Repair, or Tumor Mutational Burden. JAMA Netw Open 2023; 6:e2252244. [PMID: 36689222 PMCID: PMC9871803 DOI: 10.1001/jamanetworkopen.2022.52244] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/02/2022] [Indexed: 01/24/2023] Open
Abstract
Importance The KEYNOTE-177 trial demonstrated that patients with metastatic colorectal cancer (MCRC) with high microsatellite instability (MSI-H) and/or mismatch repair deficiency (DMMR) have better outcomes when receiving first-line immune checkpoint inhibitors (ICIs) compared with chemotherapy. Data on performance of ICIs in patients with MCRC in standard practice settings remain limited, and direct MMR vs MSI outcome association comparisons are lacking. Objective To validate MSI (determined by next-generation sequencing [NGS]) as a biomarker of ICI effectiveness among patients with MCRC in standard practice settings and examine the association of MSI assessed by NGS, DMMR by immunohistochemistry, and tumor mutational burden (cutoff, 10 mutations/megabase) with ICI outcomes. Design, Setting, and Participants This comparative effectiveness research study of outcomes in prospectively defined biomarker subgroups used data from a deidentified clinicogenomic database and included patients who received Foundation Medicine testing (FoundationOne or FoundationOne CDx) during routine clinical care at approximately 280 US academic or community-based cancer clinics between March 2014 and December 2021. The population included 1 cohort of patients with MSI-H MCRC who received first-line ICIs or chemotherapy and a second cohort who received ICIs in any line of therapy (LOT) for biomarker examination. Exposures ICI therapy or chemotherapy assigned at physician discretion without randomization. Main Outcomes and Measures The main outcomes were time to next treatment (TTNT), progression-free survival (PFS), and overall survival (OS). Hazard ratios were adjusted for known prognostic imbalances. Comparisons of explanatory power used the likelihood ratio test. Results A total of 138 patients (median age, 67.0 years [IQR, 56.2-74.0 years]; 73 [52.9%] female) with MSI-H MCRC received first-line ICIs or chemotherapy. A total of 182 patients (median age, 64.5 years [IQR, 55.2-72.0]; 98 [53.8%] female) received ICIs in any LOT. Patients receiving first-line ICIs vs chemotherapy had longer TTNT (median, not reached [NR] vs 7.23 months [IQR, 6.21-9.72 months]; adjusted hazard ratio [AHR], 0.17; 95% CI, 0.08-0.35; P < .001), PFS (median, 24.87 months [IQR, 19.10 months to NR] vs 5.65 months [IQR, 4.70-8.34 months]; AHR, 0.31; 95% CI, 0.18-0.52; P < .001), and OS (median, NR vs 24.1 months [IQR, 13.90 months to NR]; HR, 0.45; 95% CI, 0.23-0.88; P = .02). MSI added to DMMR better anticipated TTNT and PFS in patients receiving ICIs than DMMR alone. The same was not observed when DMMR evaluation was added to MSI. Conclusions and Relevance In this comparative effectiveness research study, MSI assessed by NGS robustly identified patients with favorable outcomes on first-line ICIs vs chemotherapy and appeared to better anticipate ICI outcomes compared with DMMR.
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Affiliation(s)
| | | | | | | | - Haley Ellis
- Division of Hematology-Oncology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Nicole Panarelli
- Medicine/Gastroenterology, Montefiore Medical Center, Albert Einstein Cancer Center, New York, New York
| | | | - Gerald Li
- Foundation Medicine, Cambridge, Massachusetts
| | | | - Jeffrey S. Ross
- Foundation Medicine, Cambridge, Massachusetts
- SUNY Upstate Medical University, Syracuse, New York
| | - Parvathi A. Myer
- Medicine/Gastroenterology, Montefiore Medical Center, Albert Einstein Cancer Center, New York, New York
| | - Samuel J. Klempner
- Division of Hematology-Oncology, Department of Medicine, Massachusetts General Hospital, Boston
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Necchi A, Spiess PE, Bandini M, Basile G, Grivas P, Bratslavsky G, Jacob J, Danziger N, Lin D, Decker B, Sokol ES, Huang RSP, Kulkarni SB, Ross JS. Advanced Squamous Cell Carcinomas of the Pelvic and Perineal Region: A Comprehensive Genomic Profiling Study. Oncologist 2022; 27:1016-1024. [PMID: 35881043 DOI: 10.1093/oncolo/oyac144] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 01/24/2022] [Accepted: 06/24/2022] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Advanced pelvic squamous cell carcinoma (pSCC) is a broad category of cancers affecting different pelvic organs and usually featuring unfavorable clinical outcomes. Thus, we aimed to assess genomic differences among pSCC cases and learn whether pSCC could potentially benefit from targeted therapies and/or immunotherapy. MATERIALS AND METHODS A total of 1917 advanced pSCCs, including penile (penSCC), male urethral (murthSCC), male anal (manSCC), female urethral (furthSCC), vulvar (vulSCC), cervical (crvSCC), female anal (fanSCC), and vaginal (vagSCC), underwent comprehensive genomic profiling (CGP). We used hybrid capture-based CGP to evaluate recurrent genomic alterations (GAs). Tumor mutational burden (TMB) was determined on up to 1.1 Mb of sequenced DNA and microsatellite instability (MSI) was determined on up to 95 loci. Programmed cell-death-ligand-1 (PD-L1) expression was determined by immunohistochemistry (IHC; Dako 22C3). RESULTS PIK3CA was the most frequently identified potentially "actionable" GA (22%-43%), followed by mTOR pathway [PTEN (0%-18%), FBXW7 (7%-29%)], and cell-cycle GAs. DNA-damage response (DDR) GAs and receptor-tyrosine kinase (RTK) targeted options were uncommon. NOTCH1 GAs were present in >15% of penSCC and vulvSCC. TMB ≥10 mut/Mb was >15% in manSCC, fanSCC, crvSCC, and vagSCC. PD-L1 high expression was >18% in all pSCC except urthSCC, manSCC, and vagSCC. HPV-16/18 detection was highest in manSCC, fanSCC, and crvSCC. CONCLUSION Despite similar histology, pSCCs can differ in GAs and HPV status. Overall, PIK3CA is the most frequent potentially "targetable" GA followed by mTOR and cell cycle pathway. RTK and DDR GAs are rare in pSCC. Immunotherapy could be considered for pSCC management based on TMB and PD-L1 expression.
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Affiliation(s)
- Andrea Necchi
- IRCCS San Raffaele Hospital and Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | | | - Marco Bandini
- IRCCS San Raffaele Hospital and Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Giuseppe Basile
- IRCCS San Raffaele Hospital and Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Petros Grivas
- University of Washington, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | | | - Joseph Jacob
- SUNY Upstate Medical University, Syracuse, NY, USA
| | | | - Douglas Lin
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | | | | | | | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA.,SUNY Upstate Medical University, Syracuse, NY, USA
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Muthusamy B, Raskina K, Lofgren KT, Li G, Tolba K, Schwed K, Castellanos E, Huang RSP, Oxnard GR, Schrock AB, Pennell N. Quantifying the Value of Multigene Testing in Resected Early Stage Lung Adenocarcinoma. J Thorac Oncol 2022; 18:476-486. [PMID: 36494074 DOI: 10.1016/j.jtho.2022.11.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 11/23/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Tyrosine kinase inhibitors and immune checkpoint inhibitors (ICIs), each requiring testing for precision biomarkers, have recently been approved in the adjuvant setting. We assessed the potential value of multigene testing in early lung adenocarcinoma (LUAD). METHODS Using a real-world clinicogenomic database linking deidentified electronic health record-derived clinical data to genomic data, we selected patients with LUAD who underwent tissue comprehensive genomic profiling (CGP). Using a probabilistic decision tree, we estimated the cost implications of the avoidance of adjuvant ICI in patients with programmed death-ligand 1-positive (PD-L1+) LUAD and an ALK, ROS1 or RET driver. RESULTS The CGP was performed on a specimen collected before advanced disease in 20% (1320 of 6697) of cases and ordered before advanced diagnosis for 12.6% (847 of 6697) of patients. The prevalence of driver alterations in early and advanced-stage specimens was similar, though KRAS mutations were enriched in early disease and drivers including ALK rearrangements in advanced disease. Patients who had CGP results obtained before versus after recurrence had less time between recurrence and the start of any first-line treatment (median 3.6 versus 6 wk, p < 0.001). Through avoidance of ICI in programmed death-ligand 1-positive early LUAD with an ALK, ROS1 or RET driver, we estimated that the universal CGP could reduce expected costs by $1597.23 per patient relative to EGFR single-gene testing. CONCLUSIONS The CGP can identify driver alterations and accelerate the start of first-line therapy at recurrence. It may also represent a cost-effective approach for avoiding futile adjuvant ICI in patients with drivers that have historically lacked activity with ICI in metastatic disease.
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Affiliation(s)
- Bharathi Muthusamy
- Cleveland Clinic Foundation, Department of Hematology and Medical Oncology, Cleveland, Ohio
| | - Kira Raskina
- Foundation Medicine, Inc., Boston, Massachusetts
| | | | - Gerald Li
- Foundation Medicine, Inc., Boston, Massachusetts
| | - Khaled Tolba
- Foundation Medicine, Inc., Boston, Massachusetts
| | | | | | | | | | | | - Nathan Pennell
- Cleveland Clinic Foundation, Department of Hematology and Medical Oncology, Cleveland, Ohio
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Maule JG, Clinton LK, Graf RP, Xiao J, Oxnard GR, Ross JS, Huang RSP. Comparison of PD-L1 tumor cell expression with 22C3, 28-8, and SP142 IHC assays across multiple tumor types. J Immunother Cancer 2022; 10:jitc-2022-005573. [PMID: 36302564 PMCID: PMC9621188 DOI: 10.1136/jitc-2022-005573] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2022] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Multiple PD-L1 immunohistochemistry (IHC) assays, including DAKO 22C3, DAKO 28-8, and Ventana SP142 PD-L1 IHC assays, have been approved by the Food and Drug Administration as a companion diagnostic (CDx) for various antiprogrammed death-1 and antiprogrammed death ligand 1 (PD-L1) based cancer immunotherapies. Here we present 22C3, 28-8, and SP142 analysis of 418 tumor specimens encountered in routine clinical practice. METHODS All specimens were tested with 22C3, 28-8, and SP142 assays following the manufacturer's established staining protocols. RESULTS The same PD-L1 status (defined as tumor cell expression (TC) scores with all three assays ≥1% or all <1%) was observed in 60.0% (251/418) tumor specimens (45.9% (192/418) were triple negative and 14.1% (59/418) were triple positive). A total of 54.1% (226/418) tumor cases were positive with at least one IHC assay (94.2% (213/226), 77.0% (174/226), and 28.8% (65/226) of these were positive for 22C3, 28-8 and SP142, respectively). Among the 40.0% (167/418) tumor cases that showed a different PD-L1 status, 62.3% (104/167) were 22C3+/28-8+/SP142-, and 28.7% (48/167) were 22C3+/28-8-/SP142-. The same PD-L1 status with all three antibody clones was observed in 48.7% (97/199) of NSCLC cases, and among these, 54.6% (53/97) were triple negative and 45.4% (44/97) triple positive. A total of 73.4% (146/199) NSCLC cases were positive with at least one IHC assay (95.2% (n=139/146), 82.2% (n=120/146), and 32.2% (n=47/146) were positive for 22C3, 28-8, and SP142, respectively). Among the 51.3% (102/199) NSCLC cases that showed a different status among the three IHC assays, 67.6% (69/102) were 22C3+/28-8+/SP142-, and 23.5% (24/102) were 22C3+/28-8-/SP142-. A total of 81.1% (43/53) lung squamous cell carcinoma, 72.1% (88/122) of lung adenocarcinoma, 69.6% (16/23) of non-small cell lung cancer (NSCLC) not otherwise specified (NOS), and 50.0% (4/8) of small cell lung carcinoma cases were positive with at least one IHC assay. CONCLUSIONS Our data suggest that 22C3 is the most sensitive PD-L1 IHC assay for tumor cell expression, followed by 28-8 and in turn by SP-142. These findings represent an additional factor for clinical teams to consider when deciding which PD-L1 IHC assay (and in turn which CDx-associated PD-L1 based immunotherapy) is most appropriate for each individual patient.
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Affiliation(s)
- Jake G Maule
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | | | - Ryon P Graf
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Jinpeng Xiao
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
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30
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Zaccarini DJ, Sivapiragasam A, Sokol E, Huang RSP, Pavlick DC, Janovitz T, Nasr MR, Ross JS. Comprehensive Molecular Profiling of Oncocytic Salivary Gland Malignancies. Appl Immunohistochem Mol Morphol 2022; 30:609-613. [PMID: 35876752 DOI: 10.1097/pai.0000000000001048] [Citation(s) in RCA: 0] [Impact Index Per Article: 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] [Received: 03/27/2022] [Accepted: 05/04/2022] [Indexed: 11/25/2022]
Abstract
Oncocytic histologic features can be seen in a variety of salivary gland carcinomas. We performed a comprehensive molecular profiling of 15 salivary gland malignancies with oncocytic features (diagnosed as oncocytic carcinoma, carcinoma NOS with oncocytic features, or salivary duct carcinoma with oncocytic features). We reveal multiple novel molecular alterations that have not been previously described in other salivary gland malignancies, including, but not limited to, KEL amplification (13.3%, 2/15), PARP1 amplification (13.3%, 2/15), and EPHB4 amplification (13.3%, 2/15). Alterations in KMT2C (13.3%, 2/15), ERBB3 (13.3%, 2/15), CTNNA1 (13.3%, 2/15), and SMAD4 (20%, 3/15) were also found in this series and have been reported in other salivary gland malignancies. Alterations that have been reported in salivary duct carcinoma were also identified, including TP53 (40%, 6/15) , ERBB2 mutations (13.3%, 2/15) , ERBB2 amplification (13.3%, 2/15), PIK3CA (26.7%, 4/15) , PTEN (20%, 3/15), BRCA2 (20%, 3/15), BRAF (20%, 3/15), CDKN2A/B (20%, 3/15), CDH1 (13.3%, 2/15), and HRAS (13.3%, 2/15). Oncocytic salivary gland malignancies are a molecularly heterogenous group of tumors with partial overlap with salivary duct carcinoma subtypes.
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Affiliation(s)
- Daniel J Zaccarini
- Departments of Pathology, Oncology and Urology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY
| | - Abirami Sivapiragasam
- Departments of Pathology, Oncology and Urology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY
| | | | | | | | | | - Michele R Nasr
- Departments of Pathology, Oncology and Urology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY
| | - Jeffrey S Ross
- Departments of Pathology, Oncology and Urology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY
- Foundation Medicine, Inc., Cambridge, MA
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Hiemenz MC, Graf RP, Schiavone K, Harries L, Oxnard GR, Ross JS, Huang RSP. Real-World Comprehensive Genomic Profiling Success Rates in Tissue and Liquid Prostate Carcinoma Specimens. Oncologist 2022; 27:e970-e972. [PMID: 36069892 PMCID: PMC9732218 DOI: 10.1093/oncolo/oyac181] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 08/04/2022] [Indexed: 02/06/2023] Open
Abstract
Challenges with sequencing tissue samples from patients with prostate cancer have been reported in clinical trials. To assess the success rate of comprehensive genomic profiling (CGP) for prostate cancer patients, we analyzed a real-world cohort who underwent sequencing of their prostate tissue sample as well as a subset of patients with a reflex liquid biopsy. Overall, a significant majority (82%) of tissue prostate carcinoma samples yielded reportable CGP results. Of those samples that were unsuccessful, most (75%) were inadequate samples that did not meet pre-established criteria to advance into sequencing. For cases where liquid CGP was performed if tissue CGP was unsuccessful, mutations that were likely attributable to prostate carcinoma were observed in most cases and all cases were successful in generating a report. These results suggest that, for CGP testing, prostate cancer tissue is a reasonable matrix type and that liquid samples can be effectively used as an alternative to tissue.
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Affiliation(s)
| | - Ryon P Graf
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | | | | | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA,Department of Pathology, Upstate Medical University, Syracuse, NY, USA
| | - Richard S P Huang
- Corresponding author: Richard S.P. Huang, MD, Foundation Medicine, 150 Second Street, Cambridge, MA 02141, USA.
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Graf RP, Fisher V, Huang RSP, Hamdani O, Gjoerup OV, Stanke J, Creeden J, Levy MA, Oxnard GR, Gupta S. Tumor Mutational Burden as a Predictor of First-Line Immune Checkpoint Inhibitor Versus Carboplatin Benefit in Cisplatin-Unfit Patients With Urothelial Carcinoma. JCO Precis Oncol 2022; 6:e2200121. [PMID: 35977348 DOI: 10.1200/po.22.00121] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
PURPOSE In real-world settings, patients with metastatic urothelial carcinoma (mUC) are often more frail than clinical trials, underscoring an unmet need to identify patients who might be spared first-line chemotherapy. We sought to determine whether tumor mutational burden (TMB) identifies patients with comparable or superior clinical benefit of first-line single-agent immune checkpoint inhibitors (ICPI) in real-world patients deemed cisplatin-unfit. METHODS Patients with mUC treated in first-line advanced setting (N = 401) received ICPI (n = 245) or carboplatin regiment without ICPI (n = 156) at physician's discretion in standard-of-care settings across approximately 280 US academic or community-based cancer clinics between March 2014 and July 2021. Deidentified data were captured into a real-world clinicogenomic database. All patients underwent testing using Foundation Medicine assays. Progression-free survival (PFS), time to next treatment (TTNT), and overall survival (OS) comparing ICPI versus chemotherapy were adjusted for known treatment assignment imbalances using propensity scores. RESULTS TMB ≥ 10 was detected in 122 of 401 (30.4%) patients. Among patients receiving ICPI, those with TMB ≥ 10 had more favorable PFS (HR, 0.59; 95% CI, 0.41 to 0.85), TTNT (HR, 0.59; 95% CI, 0.43 to 0.83), and OS (HR, 0.47; 95% CI, 0.32 to 0.68). Comparing ICPI versus carboplatin, adjusting for imbalances, patients with TMB ≥ 10 had more favorable PFS (HR, 0.51; 95% CI, 0.32 to 0.82), TTNT (HR, 0.56; 95% CI, 0.35 to 0.91), and OS (HR, 0.56; 95% CI, 0.29 to 1.08) on ICPI versus chemotherapy, but not TMB < 10. Comparisons unadjusted for imbalances had similar associations. CONCLUSIONS In real-world settings, mUC patients with TMB ≥ 10 have more favorable outcomes on first-line single-agent ICPI than carboplatin, adding clinical validity to TMB assessed by an existing US Food and Drug Administration-approved platform.
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Affiliation(s)
| | | | | | | | | | | | | | - Mia A Levy
- Foundation Medicine, Cambridge, MA.,Rush University Medical Center, Chicago, IL
| | | | - Shilpa Gupta
- Taussig Cancer Institute, Cleveland Clinic Foundation, Cleveland, OH
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Zurita AJ, Graf RP, Villacampa G, Raskina K, Sokol E, Jin D, Antonarakis ES, Li G, Huang RSP, Casanova-Salas I, Vivancos A, Carles J, Ross JS, Schrock AB, Oxnard GR, Mateo J. Genomic Biomarkers and Genome-Wide Loss-of-Heterozygosity Scores in Metastatic Prostate Cancer Following Progression on Androgen-Targeting Therapies. JCO Precis Oncol 2022; 6:e2200195. [PMID: 35820087 PMCID: PMC9307307 DOI: 10.1200/po.22.00195] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE To study the impact of standard-of-care hormonal therapies on metastatic prostate cancer (mPC) clinical genomic profiles in real-world practice, with a focus on homologous recombination-repair (HRR) genes. PATIENTS AND METHODS Targeted next-generation sequencing of 1,302 patients with mPC was pursued using the FoundationOne or FoundationOne CDx assays. Longitudinal clinical data for correlative analysis were curated via technology-enabled abstraction of electronic health records. Genomic biomarkers, including individual gene aberrations and genome-wide loss-of-heterozygosity (gLOH) scores, were compared according to biopsy location and time of sample acquisition (androgen deprivation therapy [ADT]-naïve, ADT-progression and post-ADT, and novel hormonal therapies [NHT]-progression), using chi-square and Wilcoxon rank-sum tests. Multivariable analysis used linear regression. False-discovery rate of 0.05 was applied to account for multiple comparisons. RESULTS Eight hundred forty (65%), 132 (10%), and 330 (25%) biopsies were ADT-naïve, ADT-progression, and NHT-progression, respectively. Later-stage samples were enriched for AR, MYC, TP53, PTEN, and RB1 aberrations (all adjusted P values < .05), but prevalence of HRR-related BRCA2, ATM, and CDK12 aberrations remained stable. Primary and metastatic ADT-naïve biopsies presented similar prevalence of TP53 (36% v 31%) and BRCA2 (8% v 7%) aberrations; 81% of ADT-naïve BRCA2-mutated samples presented BRCA2 biallelic loss. Higher gLOH scores were independently associated with HRR genes (BRCA2, PALB2, and FANCA), TP53, and RB1 aberrations, and with prior exposure to hormonal therapies in multivariable analysis. CONCLUSION Prevalence of HRR-gene aberrations remains stable along mPC progression, supporting the use of diagnostic biopsies to guide poly (ADP-ribose) polymerase inhibitor treatment in metastatic castration-resistant prostate cancer. gLOH scores increase with emerging resistance to hormonal therapies, independently of individual HRR gene mutations.
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Affiliation(s)
- Amado J Zurita
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Guillermo Villacampa
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | | | | | | | | | - Gerald Li
- Foundation Medicine Inc, Cambridge, MA
| | | | - Irene Casanova-Salas
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | - Ana Vivancos
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | - Joan Carles
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | - Jeffrey S Ross
- Foundation Medicine Inc, Cambridge, MA.,SUNY Upstate Medical University, Syracuse, NY
| | | | | | - Joaquin Mateo
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
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Ashok Kumar P, Graziano SL, Danziger N, Pavlick D, Severson EA, Ramkissoon SH, Huang RSP, Decker B, Ross JS. Genomic landscape of non-small-cell lung cancer with methylthioadenosine phosphorylase (MTAP) deficiency. Cancer Med 2022; 12:1157-1166. [PMID: 35747993 PMCID: PMC9883541 DOI: 10.1002/cam4.4971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 03/08/2022] [Accepted: 06/10/2022] [Indexed: 02/02/2023] Open
Abstract
INTRODUCTION New treatment strategies for advanced non-small-cell lung carcinoma (NSCLC) include synthetic lethality targets focused on protein arginine methyl transferases such as PRMT5 that exploit the impact of genomic loss of methylthioadenosine phosphorylase (MTAP). METHODS Twenty nine thousand three hundred seventy nine advanced NSCLC cases underwent hybrid-capture based comprehensive genomic profiling between June 1, 2018 and May 31, 2020. PD-L1 expression was determined by immunohistochemistry (Dako 22C3 PharmDx assay). RESULTS 13.4% (3928/29,379) NSCLC cases exhibited MTAP loss distributed in adenocarcinoma (59%), squamous cell carcinoma (22%), NSCLC not otherwise specified (16%), and 1% each for large-cell neuroendocrine, sarcomatoid, and adenosquamous carcinoma. Statistically significant differences in mitogenic driver alterations included more KRAS G12C mutations in MTAP-intact versus MTAP-lost (12% vs. 10%, p = 0.0003) and fewer EGFR short variant mutations in MTAP-intact versus MTAP-lost NSCLC (10% vs. 13%, p < 0.0001). Statistically significant differences in currently untargetable genomic alterations included higher frequencies of TP53 (70% vs. 63%, p < 0.0001) and RB1 inactivation (10% vs. 2%, p < 0.0001) in MTAP-intact compared to MTAP-lost NSCLC. SMARCA4 inactivation (7% vs. 10%, p < 0.0001) was less frequent in MTAP-intact versus MTAP-lost NSCLC. Alterations in ERBB2, MET, ALK, ROS1, and NTRK1 did not significantly differ between the two groups. Predictors of immunotherapy efficacy were higher in MTAP-intact versus MTAP-lost NSCLC including tumor mutational burden (9.4 vs. 8.6 mut/Mb, p = 0.001) and low (30% vs. 28%, p = 0.01) and high PD-L1 (32% vs. 30%, p = 0.01) expression. Alterations in biomarkers potentially predictive of immune checkpoint inhibitor resistance (STK11, KEAP1, and MDM2) were similar in the two groups. CONCLUSIONS MTAP loss occurs in 13% of NSCLC, supporting the development of targeted therapies to exploit PRMT5 hyper-dependence. MTAP loss is accompanied by small differences in targeted and immunotherapy options which may impact future combination strategies.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Jeffrey S. Ross
- Upstate Cancer CenterUpstate Medical UniversitySyracuseNew YorkUSA,Foundation MedicineCambridgeMassachusettsUSA
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Madison RW, Hu X, Ramanan V, Xu Z, Huang RSP, Sokol ES, Frampton GM, Schrock AB, Ali SM, Ganesan S, De S. Clustered 8-Oxo-Guanine Mutations and Oncogenic Gene Fusions in Microsatellite-Unstable Colorectal Cancer. JCO Precis Oncol 2022; 6:e2100477. [PMID: 35584350 PMCID: PMC9200390 DOI: 10.1200/po.21.00477] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Colorectal carcinomas (CRCs) with microsatellite-instability (MSI) are enriched for oncogenic kinase fusions (KFs), including NTRK1, RET, and BRAF, but the mechanism underlying this finding is unclear. Clustered 8-oxo-guanine mutations promote oncogenic fusions in MSI colorectal tumor![]()
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Affiliation(s)
| | - Xiaoju Hu
- Rutgers Cancer Institute of New Jersey and Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
| | | | - Zhuxuan Xu
- Rutgers Cancer Institute of New Jersey and Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
| | | | | | | | | | | | - Shridar Ganesan
- Rutgers Cancer Institute of New Jersey and Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
| | - Subhajyoti De
- Rutgers Cancer Institute of New Jersey and Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
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Graf RP, Fisher V, Weberpals J, Gjoerup O, Tierno MB, Huang RSP, Sayegh N, Lin DI, Raskina K, Schrock AB, Severson E, Haberberger JF, Ross JS, Creeden J, Levy MA, Alexander BM, Oxnard GR, Agarwal N. Comparative Effectiveness of Immune Checkpoint Inhibitors vs Chemotherapy by Tumor Mutational Burden in Metastatic Castration-Resistant Prostate Cancer. JAMA Netw Open 2022; 5:e225394. [PMID: 35357449 PMCID: PMC8972027 DOI: 10.1001/jamanetworkopen.2022.5394] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
IMPORTANCE The most useful biomarkers for clinical decision-making identify patients likely to have improved outcomes with one treatment vs another. OBJECTIVE To evaluate treatment class-specific outcomes of patients receiving immune checkpoint inhibitor (ICI) vs taxane chemotherapy by tumor mutational burden (TMB). DESIGN, SETTING, AND PARTICIPANTS This comparative effectiveness analysis of clinical variables and outcomes used prospectively defined biomarker-stratified genomic data from a deidentified clinicogenomic database. Data included men with previously treated metastatic castration-resistant prostate cancer (mCRPC) receiving ICI or single-agent taxane chemotherapy from January 2011 to April 2021 at approximately 280 US academic or community-based cancer clinics (approximately 800 sites of care). Data were analyzed from July to August 2021. EXPOSURES Single-agent ICI or single-agent taxanes. Treatments were assigned at discretion of physician and patient without randomization. Imbalances of known factors between treatment groups were adjusted with propensity weighting. MAIN OUTCOMES AND MEASURES Prostate-specific antigen (PSA) response, time to next therapy (TTNT), and overall survival (OS). RESULTS A total of 741 men (median [IQR], 70 [64-76] years) with mCRPC received comprehensive genomic profiling and were treated with ICI or single-agent taxane therapy. At baseline, the median (IQR) PSA level was 79.4 (19.0-254) ng/mL, 108 men (18.8%) had Eastern Cooperative Oncology Group Performance Status scores of 2 or greater, and 644 men (86.9%) had received prior systemic treatments for mCRPC. A total of 45 patients (6.1%) received ICI therapy and 696 patients (93.9%) received taxane therapy. Among patients with TMB of fewer than 10 mutations per megabase (mt/Mb) receiving ICI, compared with those receiving taxanes, had worse TTNT (median [IQR], 2.4 [1.1-3.2] months vs 4.1 [2.2-6.3] months; hazard ratio [HR], 2.65; 95% CI, 1.78-3.95; P < .001). In contrast, for patients with TMB of 10 mt/Mb or greater, use of ICIs, compared with use taxanes, was associated with more favorable TTNT (median [IQR], 8.0 [3.4 to unknown] months vs 2.4 [2.4-7.3] months; HR, 0.37, 95% CI, 0.15-0.87; P = .02) and OS (median 19.9 [8.06 to unknown] months vs 4.2 [2.69 - 6.12] months; HR, 0.23; 95% CI, 0.10-0.57; P = .001). Among all 741 patients, 44 (5.9%) had TMB of 10 mt/Mb or greater, 22 (3.0%) had high microsatellite instability, and 20 (2.7%) had both. Treatment interactions with TMB of 10 mt/Mb or greater (TTNT: HR, 0.10; 95% CI, 0.32-0.31; P < .001; OS: HR, 0.25; 95% CI, 0.076-0.81; P = .02) were stronger than high microsatellite instability alone (TTNT: HR, 0.12; 95% CI, 0.03-0.51; P = .004; OS: HR, 0.38; 95% CI, 0.13-1.12; P = .08). CONCLUSIONS AND RELEVANCE In this comparative effectiveness study, ICIs were more effective than taxanes in patients with mCRPC when TMB was 10 mt/Mb or greater but not when TMB was fewer than 10 mt/Mb. The results add validity to the existing TMB cutoff of 10 mt/Mb for ICI use in later lines of therapy, and suggest that ICIs may be a viable alternative to taxane chemotherapy for patients with mCRPC with high TMB.
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Affiliation(s)
| | | | - Janick Weberpals
- Real World Data Collaborations, Personalized Healthcare Data, Analytics and Imaging, F. Hoffmann-La Roche, Basel, Switzerland
| | - Ole Gjoerup
- Foundation Medicine, Cambridge, Massachusetts
| | | | | | - Nicolas Sayegh
- Huntsman Cancer Institute, University of Utah, Salt Lake City
| | | | | | | | | | | | - Jeffrey S. Ross
- Foundation Medicine, Cambridge, Massachusetts
- Upstate Medical University, Syracuse, New York
| | | | - Mia A. Levy
- Foundation Medicine, Cambridge, Massachusetts
- Rush University Medical Center, Chicago, Illinois
| | | | | | - Neeraj Agarwal
- Huntsman Cancer Institute, University of Utah, Salt Lake City
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Lin DI, Fine A, Danziger NA, Huang RSP, Mata DA, Decker B, Killian JK, Ramkissoon SH, Lechpammer M, Janovitz T, Ross JS, Sokol ES, Elvin JA. Molecular analysis of endometrial serous carcinoma reveals distinct clinicopathologic and genomic subgroups. Gynecol Oncol 2022; 164:558-565. [PMID: 34998597 DOI: 10.1016/j.ygyno.2021.12.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 12/17/2021] [Accepted: 12/26/2021] [Indexed: 01/02/2023]
Abstract
OBJECTIVES Endometrial serous carcinoma (EMSC) is an aggressive variant of uterine cancer with limited therapeutic options. We sought to define distinct clinicopathologic and genomic EMSC subgroups. METHODS We retrospectively analyzed 2159 EMSC and 2346 endometrioid-type endometrial carcinomas (EEC) tissue specimens that had undergone comprehensive genomic profiling (CGP) via the FoundationOne CDx assay during routine clinical care. High tumor mutational burden (TMB) was defined as ≥10mut/Mb using the FDA-approved CDx cutoff for pembrolizumab. Microsatellite instability (MSI) was determined on 95 loci. Evidence of homologous recombination deficiency (HRD) was determined via genomic loss of heterozygosity (gLOH), a validated HRD detection method for predicting PARP inhibitor effectiveness in ovarian carcinoma. High gLOH was defined as ≥16%. RESULTS A genomic analysis of 2159 EMSCs revealed a predominance of TP53 mutations, microsatellite stability, low tumor mutational burden (TMB), and recurrent alterations of PIK3CA, PPP2R1A, ERBB2, CCNE1, FBXW7 and MYC. Evidence of HRD via high gLOH was identified in 22% of EMSCs. BRCA1 and BRCA2 alterations, as well as unique SET (solid, pseudo-endometrioid, and transitional cell-like) variant morphology, were enriched in HRD-EMSC. There was an increased frequency of CCNE1 amplification, a lower prevalence of PIK3CA and PPP2R1A alterations, and no differences in HRD, MSI or TMB biomarker frequencies in patients of predicted African ancestry. EMSC exhibited distinct gene mutation frequencies and MSI, TMB and gLOH biomarker signatures compared to a cohort 2346 EEC. CONCLUSIONS Molecularly defined subgroups provide a framework to test the susceptibility of EMSC to targeted therapies in specific genetic settings (e.g. HRD, PIK3CA, PPP2R1A, ERBB2, MYC, CCNE1).
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Affiliation(s)
- Douglas I Lin
- Foundation Medicine Inc., Cambridge, MA, United States of America.
| | - Alexander Fine
- Foundation Medicine Inc., Cambridge, MA, United States of America
| | | | | | - Douglas A Mata
- Foundation Medicine Inc., Cambridge, MA, United States of America
| | - Brennan Decker
- Foundation Medicine Inc., Cambridge, MA, United States of America
| | | | - Shakti H Ramkissoon
- Foundation Medicine Inc., Morrisville, NC, United States of America; Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, United States of America
| | - Mirna Lechpammer
- Foundation Medicine Inc., Cambridge, MA, United States of America
| | - Tyler Janovitz
- Foundation Medicine Inc., Cambridge, MA, United States of America
| | - Jeffrey S Ross
- Foundation Medicine Inc., Cambridge, MA, United States of America; Upstate Medical University, Syracuse, NY, United States of America
| | - Ethan S Sokol
- Foundation Medicine Inc., Cambridge, MA, United States of America
| | - Julia A Elvin
- Foundation Medicine Inc., Cambridge, MA, United States of America
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Huang RSP, Tse JY, Harries L, Graf RP, Lin DI, Murugesan K, Hiemenz MC, Parimi V, Janovitz T, Decker B, Severson E, Levy MA, Ramkissoon SH, Elvin JA, Ross JS, Williams EA. OUP accepted manuscript. Oncologist 2022; 27:655-662. [PMID: 35552752 PMCID: PMC9355815 DOI: 10.1093/oncolo/oyac090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 03/23/2022] [Indexed: 11/14/2022] Open
Abstract
Background Materials and Methods Results Conclusions
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Affiliation(s)
- Richard S P Huang
- Corresponding author: Richard S.P. Huang, MD, 7010 Kit Creek Road, Morrisville, NC 27560, USA. Tel: +1 919 748 5944;
| | - Julie Y Tse
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | - Ryon P Graf
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | | | | | | | | | | | | | - Mia A Levy
- Foundation Medicine, Inc., Cambridge, MA, USA
- Rush University Medical Center, Chicago, IL, USA
| | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Cambridge, MA, USA
- Wake Forest Comprehensive Cancer Center, and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | | | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA
- Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, USA
| | - Erik A Williams
- Foundation Medicine, Inc., Cambridge, MA, USA
- Department of Pathology, Department of Dermatology, UCSF Dermatopathology Service, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center, and Jackson Memorial Hospitals, Miami, FL, USA
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39
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Huang RSP, Harries L, Decker B, Hiemenz MC, Murugesan K, Creeden J, Tolba K, Stabile LP, Ramkissoon SH, Burns TF, Ross JS. OUP accepted manuscript. Oncologist 2022; 27:839-848. [PMID: 35598205 PMCID: PMC9526503 DOI: 10.1093/oncolo/oyac094] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 03/31/2022] [Indexed: 11/14/2022] Open
Affiliation(s)
- Richard S P Huang
- Corresponding author: Richard S.P. Huang, MD, 7010 Kit Creek Road, Morrisville, NC 27560, USA. Tel: +1 919 748 5944;
| | | | | | | | | | | | | | - Laura P Stabile
- University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Pharmacology & Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Cambridge, MA, USA
- Wake Forest Comprehensive Cancer Center, and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Timothy F Burns
- University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA
- Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, USA
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40
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Murugesan K, Jin DX, Comment LA, Fabrizio D, Hegde PS, Elvin JA, Alexander B, Levy MA, Frampton GM, Montesion M, Roychowdhury S, Kurzrock R, Ross JS, Albacker LA, Huang RSP. OUP accepted manuscript. Oncologist 2022; 27:732-739. [PMID: 35598202 PMCID: PMC9438920 DOI: 10.1093/oncolo/oyac096] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 03/22/2022] [Indexed: 11/26/2022] Open
Abstract
Background We sought to characterize response to immune checkpoint inhibitor (ICI) in non-squamous non-small cell lung cancer (NSCLC) across various CD274 copy number gain and loss thresholds and identify an optimal cutoff. Materials and Methods A de-identified nationwide (US) real-world clinico-genomic database was leveraged to study 621 non-squamous NSCLC patients treated with ICI. All patients received second-line ICI monotherapy and underwent comprehensive genomic profiling as part of routine clinical care. Overall survival (OS) from start of ICI, for CD274 copy number gain and loss cohorts across varying copy number thresholds, were assessed. Results Among the 621 patients, patients with a CD274 CN greater than or equal to specimen ploidy +2 (N = 29) had a significantly higher median (m) OS when compared with the rest of the cohort (N = 592; 16.1 [8.9-37.3] vs 8.6 [7.1-10.9] months, hazard ratio (HR) = 0.6 [0.4-1.0], P-value = .05). Patients with a CD274 copy number less than specimen ploidy (N = 299) trended toward a lower mOS when compared to the rest of the cohort (N = 322; 7.5 [5.9-11.3] vs 9.6 [7.9-12.8] months, HR = 0.9 [0.7-1.1], P-value = .3). Conclusion This work shows that CD274 copy number gains at varying thresholds predict different response to ICI blockade in non-squamous NSCLC. Considering these data, prospective clinical trials should further validate these findings, specifically in the context of PD-L1 IHC test results.
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Affiliation(s)
| | | | | | | | | | | | | | - Mia A Levy
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | | | - Sameek Roychowdhury
- James Cancer Hospital, Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Razelle Kurzrock
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA
- Department of Pathology, State University of New York Upstate Medical University, Syracuse, NY, USA
| | | | - Richard S P Huang
- Corresponding author: Richard S.P. Huang, MD, Foundation Medicine, 7010 Kit Creek Road, Morrisville, NC 27560, USA. Tel: +1 919 748 5944;
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Kelly AD, Murugesan K, Kuang Z, Montesion M, Ross JS, Albacker LA, Huang RSP, Lin DI, Demirci U, Creeden J. Pan-cancer landscape of CD274 (PD-L1) rearrangements in 283,050 patient samples, its correlation with PD-L1 protein expression, and immunotherapy response. J Immunother Cancer 2021; 9:jitc-2021-003550. [PMID: 34815356 PMCID: PMC8611421 DOI: 10.1136/jitc-2021-003550] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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] [Accepted: 11/01/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) benefit patients with multiple cancer types, however, additional predictive biomarkers of response are needed. CD274 (programmed cell death ligand-1, PD-L1) gene rearrangements are positively associated with PD-L1 expression and may confer benefit to ICI, thus a pan-cancer characterization of these alterations is needed. METHODS We analyzed 283,050 patient samples across multiple tumor types that underwent comprehensive genomic profiling for activating CD274 rearrangements and other alterations. The DAKO 22C3 Tumor Proportion Scoring (TPS) method was used for PD-L1 immunohistochemistry (IHC) testing in a small subset with available data (n=55,423). A retrospective deidentified real-world clinico-genomic database (CGDB) was examined for ICI treatment outcomes. We also report a detailed case of CD274-rearranged metastatic rectal adenocarcinoma. RESULTS We identified 145 samples with functional rearrangements in CD274. There were significant enrichments for PIK3CA, JAK2, PDCD1LG2, CREBBP, and PBRM1 co-mutations (ORs=2.1, 16.7, 17.8, 3.6, and 3.4, respectively, p<0.01). Genomic human papillomavirus (HPV)-16, Epstein-Barr virus, and mismatch repair genes also co-occurred (OR=6.2, 8.4, and 4.3, respectively, p<0.05). Median tumor mutational burden (TMB) was higher compared with CD274 wild-type samples (7.0 vs 3.5 mutations/Mb, p=1.7e-11), with disease-specific TMB enrichment in non-small cell lung, colorectal, unknown primary, and stomach cancers. PD-L1 IHC skewed toward positivity (N=39/43 samples with ≥1% positivity). Of eight patients from the CGDB, three remained on ICI treatment after 6 months. Separately, one patient with metastatic rectal adenocarcinoma experienced a pathologic complete response on chemoimmunotherapy. CONCLUSIONS CD274 gene rearrangements are associated with increased PD-L1 IHC scores, higher TMB, and potential clinical benefit in ICI-treated patients with cancer.
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Affiliation(s)
- Andrew D Kelly
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Karthikeyan Murugesan
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Zheng Kuang
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Meagan Montesion
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Jeffrey S Ross
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA.,Department of Pathology and Urology, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Lee A Albacker
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Richard S P Huang
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA.,Foundation Medicine Inc, Morrisville, North Carolina, USA
| | - Douglas I Lin
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Umut Demirci
- Department of Medical Oncology, Memorial Ankara Hospital, Ankara, Turkey
| | - James Creeden
- Department of Medical Oncology, Foundation Medicine Inc, Cambridge, Massachusetts, USA
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Huang RSP, Xiao J, Pavlick DC, Guo C, Yang L, Jin DX, Fendler B, Severson E, Killian JK, Hiemenz M, Duncan D, Lin DI, Dennis L, Aiyer A, Gjoerup O, Oxnard G, Venstrom J, Elvin J, Ramkissoon SH, Ross JS. Circulating Cell-Free DNA Yield and Circulating-Tumor DNA Quantity from Liquid Biopsies of 12 139 Cancer Patients. Clin Chem 2021; 67:1554-1566. [PMID: 34626187 DOI: 10.1093/clinchem/hvab176] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 07/15/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND The amounts of circulating cell-free DNA (cfDNA) and circulating-tumor DNA (ctDNA) present in peripheral blood liquid biopsies can vary due to preanalytic/analytic variables. In this study, we examined the impact of patient age, sex, stage, and tumor type on cfDNA yield, ctDNA fraction, and estimated ctDNA quantity from a large cohort of clinical liquid biopsy samples. METHODS We performed a retrospective analysis of 12 139 consecutive samples received for liquid biopsy (FoundationOne® Liquid) clinical testing. RESULTS Significant differences in both cfDNA yield and estimated ctDNA quantity were observed based on the underlying tumor type that initiated the liquid biopsy analysis and the stage of the patient (P < 0.001). In addition, significant differences in ctDNA quantity were present based in both the patient age and sex (P < 0.001). Importantly, we saw a significantly higher success rate of issuing a clinically useful report in patients with higher levels of cfDNA yield and ctDNA quantity (P < 0.001). CONCLUSIONS In this study, we show that ctDNA quantity varied significantly based on patient age, sex, stage, and tumor type, which could offer an explanation as to why certain liquid biopsy specimens are more likely to fail sequencing or provide clinically meaningful results. In addition, this could affect future clinical decisions on the blood sample volumes required to allow successful liquid biopsy testing.
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Affiliation(s)
| | | | | | - Cui Guo
- Foundation Medicine, Inc., Cambridge, MA
| | - Lei Yang
- Foundation Medicine, Inc., Cambridge, MA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Morrisville, NC.,Wake Forest Comprehensive Cancer Center, and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA.,Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY
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Graf RP, Fisher V, Mateo J, Gjoerup OV, Madison RW, Raskina K, Tukachinsky H, Creeden J, Cunningham R, Huang RSP, Mata DA, Ross JS, Oxnard GR, Venstrom JM, Zurita AJ. Predictive Genomic Biomarkers of Hormonal Therapy Versus Chemotherapy Benefit in Metastatic Castration-resistant Prostate Cancer. Eur Urol 2021; 81:37-47. [PMID: 34716049 DOI: 10.1016/j.eururo.2021.09.030] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [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: 04/21/2021] [Accepted: 09/29/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Biomarkers predicting second-generation novel hormonal therapy (NHT) benefit relative to taxanes are critical for optimized treatment decisions for metastatic castration-resistant prostate cancer (mCRPC) patients. These associations have not been reported simultaneously for common mCRPC genomic biomarkers. OBJECTIVE To evaluate predictive associations of common genomic aberrations in mCRPC using an established comprehensive genomic profiling (CGP) system. DESIGN, SETTING, AND PARTICIPANTS A retrospective cohort study used data from a deidentified US-based clinicogenomic database comprising patients treated in routine clinical practice between 2011 and 2020, evaluated with Foundation Medicine CGP in tissue biopsies obtained around the time of treatment decision. The main cohort included 180 NHT and 179 taxane lines of therapy (LOTs) from 308 unique patients. The sequential cohort comprised a subset of the main cohort NHT LOTs immediately followed by taxane from 55 unique patients. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Prostate-specific antigen (PSA) response, time to next treatment (TTNT), and overall survival (OS) were assessed. Main cohort analyses were adjusted for known treatment assignment biases via inverse probability of treatment weighting (IPTW) in treatment interaction models. RESULTS AND LIMITATIONS In the main cohort, patients with AR amplification (ARamp) or PTEN aberrations (PTENalt) had worse relative PSA response on NHT versus taxanes compared with patients without. Patients with ARamp, PTENalt, or RB1 aberrations (RB1alt) also had worse relative TTNT and OS on NHT but not on taxanes. In multivariable models for TTNT and OS adjusted via IPTW, ARamp, PTENalt, and RB1alt were shown as poor prognostic factors overall and demonstrated significant treatment interactions, indicating reduced hazards of therapy switch and death on taxanes versus NHT. Consistent associations favoring increased benefit from subsequent taxane despite prior NHT treatment line were observed only for ARamp in the sequential cohort, in which very few patients had RB1alt for assessment. CONCLUSIONS ARamp status is a candidate biomarker to predict poor effectiveness of NHT relative to taxanes in mCRPC in scenarios where both options are considered. PATIENT SUMMARY Specific alterations in the DNA of tumors may assist in choosing between novel oral hormonal therapies and standard chemotherapy in advanced prostate cancer patients.
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Affiliation(s)
| | | | - Joaquin Mateo
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | | | | | | | | | | | | | | | | | | | - Amado J Zurita
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Necchi A, Cucchiara V, Grivas P, Bratslavsky G, Jacob J, Spiess PE, Sokol ES, Killian JK, Lin D, Ramkissoon S, Huang RSP, Madison RW, Venstrom JM, Schrock AB, Danziger N, Decker B, Gjoerup O, Graf RP, Oxnard GR, Tukachinsky H, Ross JS. Contrasting genomic profiles from metastatic sites, primary tumors, and liquid biopsies of advanced prostate cancer. Cancer 2021; 127:4557-4564. [PMID: 34379803 DOI: 10.1002/cncr.33865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 07/26/2021] [Accepted: 07/29/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND This study assessed the contrasting genomic profiles from the primary tumors (PTs), metastatic (MET) sites, and circulating tumor DNA (ctDNA) of patients with prostate cancer (PC). METHODS A total of 1294 PC tissue specimens and 2462 ctDNA specimens underwent hybrid capture-based comprehensive genomic profiling (CGP). Specimens included tissue from PTs; MET biopsies from bone, liver (LIV), lung (LU), brain (BN), lymph node, and soft tissue sites; and ctDNA. RESULTS Differences in alteration frequencies between PT, MET, and ctDNA specimens for selected genes were observed. TMPRSS2:ERG fusion frequencies were similar between PTs and MET sites (35% vs 33%) but varied among MET sites. Genomic alterations (GAs) in AR were lowest in PTs (2%) and highest in MET sites (from 24% in LU to 50% in LIV). BN had the highest genomic alterations/tumor (8) and enrichment for PTEN GAs. The BRCA2 GA frequency varied from 0% in BN to 15% in LIV. ERBB2 amplification was increased in MET sites in comparison with PTs. RB1 GAs were increased in LIV. Biomarkers potentially associated with an anti-PD(L)1 response included CDK12 GAs (16% in LU) and a microsatellite instability-high status (29% in BN). Analyses of ctDNA featured a broad spectrum of GAs similar to those detected across MET sites. CONCLUSIONS CGP of PTs, MET sites, and ctDNA in PC exhibited differences most likely associated with tumor progression, clonal evolution, and exposure to systemic therapies; ctDNA can also capture a broad range of potential therapeutic opportunities for patients with PC.
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Affiliation(s)
- Andrea Necchi
- IRCCS San Raffaele Hospital and Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Vito Cucchiara
- IRCCS San Raffaele Hospital and Scientific Institute, Milan, Italy
| | - Petros Grivas
- Fred Hutchinson Cancer Research Center, Seattle Cancer Care Alliance, University of Washington, Seattle, Washington
| | - Gennady Bratslavsky
- Upstate Medical University, State University of New York, Syracuse, New York
| | - Joseph Jacob
- Upstate Medical University, State University of New York, Syracuse, New York
| | | | | | | | - Douglas Lin
- Foundation Medicine, Inc, Cambridge, Massachusetts
| | | | | | | | | | | | | | | | - Ole Gjoerup
- Foundation Medicine, Inc, Cambridge, Massachusetts
| | - Ryon P Graf
- Foundation Medicine, Inc, Cambridge, Massachusetts
| | | | | | - Jeffrey S Ross
- Upstate Medical University, State University of New York, Syracuse, New York.,Foundation Medicine, Inc, Cambridge, Massachusetts
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Bratslavsky G, Sokol ES, Daneshvar M, Necchi A, Shapiro O, Jacob J, Liu N, Sanford TS, Pinkhasov R, Goldberg H, Killian JK, Ramkissoon S, Severson EA, Huang RSP, Danziger N, Mollapour M, Ross JS, Pacak K. Clinically Advanced Pheochromocytomas and Paragangliomas: A Comprehensive Genomic Profiling Study. Cancers (Basel) 2021; 13:cancers13133312. [PMID: 34282751 PMCID: PMC8268679 DOI: 10.3390/cancers13133312] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 04/19/2021] [Revised: 05/12/2021] [Accepted: 05/26/2021] [Indexed: 12/28/2022] Open
Abstract
Simple Summary Clinically advanced pheochromocytomas and paragangliomas are a rare form of endocrine malignancy which can occur in familial and sporadic clinical settings and feature a variety of genomic alterations. Comprehensive genomic profiling (CGP) was performed to characterize the genomic alterations (GA) in clinically advanced disease to enable the search for potential therapy targets. Although the GA/tumor is relatively low for clinically advanced disease, CGP can reveal important potential targets for therapy in the metastatic setting including RET, NF1 and FGFR1. Based on this data, further study of CGP as a method of developing precision therapies for clinically advanced disease appears warranted. Abstract Patients with clinically advanced paragangliomas (CA-Para) and pheochromocytomas (CA-Pheo) have limited surgical or systemic treatments. We used comprehensive genomic profiling (CGP) to compare genomic alterations (GA) in CA-Para and CA-Pheo to identify potential therapeutic targets. Eighty-three CA-Para and 45 CA-Pheo underwent hybrid-capture-based CGP using a targeted panel of 324 genes. Tumor mutational burden (TMB) and microsatellite instability (MSI) were determined. The GA/tumor frequencies were low for both tumor types (1.9 GA/tumor for CA-Para, 2.3 GA/tumor for CA-Pheo). The most frequent potentially targetable GA in CA-Para were in FGFR1 (7%, primarily amplifications), NF1, PTEN, NF2, and CDK4 (all 2%) and for CA-Pheo in RET (9%, primarily fusions), NF1 (11%) and FGFR1 (7%). Germline mutations in known cancer predisposition genes were predicted in 13 (30%) of CA-Pheo and 38 (45%) of CA-Para cases, predominantly involving SDHA/B genes. Both CA-Para and CA-Para had low median TMB, low PD-L1 expression levels and none had MSI high status. While similar GA frequency is seen in both CA-Para and CA-Para, germline GA were seen more frequently in CA-Para. Low PD-L1 expression levels and no MSI high status argue against strong potential for novel immune checkpoint inhibitors. However, several important potential therapeutic targets in both CA-Para and CA-Para are identified using CGP.
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Affiliation(s)
- Gennady Bratslavsky
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
- Correspondence: ; Tel.: +1-315-464-4473
| | - Ethan S. Sokol
- Foundation Medicine, Cambridge, MA 021411, USA; (E.S.S.); (J.K.K.); (S.R.); (E.A.S.); (R.S.P.H.); (N.D.)
| | - Michael Daneshvar
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | | | - Oleg Shapiro
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | - Joseph Jacob
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | - Nick Liu
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | - Tom S. Sanford
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | - Ruben Pinkhasov
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | - Hanan Goldberg
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | - Jonathan K. Killian
- Foundation Medicine, Cambridge, MA 021411, USA; (E.S.S.); (J.K.K.); (S.R.); (E.A.S.); (R.S.P.H.); (N.D.)
| | - Shakti Ramkissoon
- Foundation Medicine, Cambridge, MA 021411, USA; (E.S.S.); (J.K.K.); (S.R.); (E.A.S.); (R.S.P.H.); (N.D.)
| | - Eric A. Severson
- Foundation Medicine, Cambridge, MA 021411, USA; (E.S.S.); (J.K.K.); (S.R.); (E.A.S.); (R.S.P.H.); (N.D.)
| | - Richard S. P. Huang
- Foundation Medicine, Cambridge, MA 021411, USA; (E.S.S.); (J.K.K.); (S.R.); (E.A.S.); (R.S.P.H.); (N.D.)
| | - Natalie Danziger
- Foundation Medicine, Cambridge, MA 021411, USA; (E.S.S.); (J.K.K.); (S.R.); (E.A.S.); (R.S.P.H.); (N.D.)
| | - Mehdi Mollapour
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
| | - Jeffrey S. Ross
- Departments of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; (M.D.); (O.S.); (J.J.); (N.L.); (T.S.S.); (R.P.); (H.G.); (M.M.); (J.S.R.)
- Foundation Medicine, Cambridge, MA 021411, USA; (E.S.S.); (J.K.K.); (S.R.); (E.A.S.); (R.S.P.H.); (N.D.)
| | - Karel Pacak
- Section on Medical Neuroendocrinology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA;
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Huang RSP, Haberberger J, McGregor K, Mata DA, Decker B, Hiemenz MC, Lechpammer M, Danziger N, Schiavone K, Creeden J, Graf RP, Strowd R, Lesser GJ, Razis ED, Bartsch R, Giannoudis A, Bhogal T, Lin NU, Pusztai L, Ross JS, Palmieri C, Ramkissoon SH. Clinicopathologic and Genomic Landscape of Breast Carcinoma Brain Metastases. Oncologist 2021; 26:835-844. [PMID: 34105210 DOI: 10.1002/onco.13855] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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: 04/18/2021] [Accepted: 05/28/2021] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND Among patients with breast carcinoma who have metastatic disease, 15%-30% will eventually develop brain metastases. We examined the genomic landscape of a large cohort of patients with breast carcinoma brain metastases (BCBMs) and compared it with a cohort of patients with primary breast carcinomas (BCs). MATERIAL AND METHODS We retrospectively analyzed 733 BCBMs tested with comprehensive genomic profiling (CGP) and compared them with 10,772 primary breast carcinomas (not-paired) specimens. For a subset of 16 triple-negative breast carcinoma (TNBC)-brain metastasis samples, programmed death-ligand 1 (PD-L1) immunohistochemistry (IHC) was performed concurrently. RESULTS A total of 733 consecutive BCBMs were analyzed. Compared with primary BCs, BCBMs were enriched for genomic alterations in TP53 (72.0%, 528/733), ERBB2 (25.6%, 188/733), RAD21 (14.1%, 103/733), NF1 (9.0%, 66/733), BRCA1 (7.8%, 57/733), and ESR1 (6.3%,46/733) (p < .05 for all comparisons). Immune checkpoint inhibitor biomarkers such as high tumor mutational burden (TMB-high; 16.2%, 119/733); high microsatellite instability (1.9%, 14/733); CD274 amplification (3.6%, 27/733); and apolipoprotein B mRNA editing enzyme, catalytic polypeptide-like mutational signature (5.9%, 43/733) were significantly higher in the BCBM cohort compared with the primary BC cohort (p < .05 for all comparisons). When using both CGP and PD-L1 IHC, 37.5% (6/16) of patients with TNBC brain metastasis were eligible for atezolizumab based on PD-L1 IHC, and 18.8% (3/16) were eligible for pembrolizumab based on TMB-high status. CONCLUSION We found a high prevalence of clinically relevant genomic alterations in patients with BCBM, suggesting that tissue acquisition (surgery) and/or cerebrospinal fluid for CGP in addition to CGP of the primary tumor may be clinically warranted. IMPLICATIONS FOR PRACTICE This study found a high prevalence of clinically relevant genomic alterations in patients with breast carcinoma brain metastasis (BCBM), suggesting that tissue acquisition (surgery) and/or cerebrospinal fluid for comprehensive genomic profiling (CGP) in addition to CGP of the primary tumor may be clinically warranted. In addition, this study identified higher positive rates for FDA-approved immunotherapy biomarkers detected by CGP in patients with BCBM, opening a possibility of new on-label treatments. Last, this study noted limited correlation between tumor mutational burden and PD-L1 immunohistochemistry (IHC), which shows the importance of testing patients with triple-negative BCBM for immune checkpoint inhibitor eligibility with both PD-L1 IHC and CGP.
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Affiliation(s)
| | | | | | - Douglas A Mata
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Brennan Decker
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | | | | | | | | | - James Creeden
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Ryon P Graf
- Foundation Medicine, Inc., San Diego, California, USA
| | - Roy Strowd
- Section on Hematology and Oncology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Glenn J Lesser
- Section on Hematology and Oncology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | | | | | - Athina Giannoudis
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Talvinder Bhogal
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, United Kingdom.,The Clatterbridge Cancer Centre National Health Service (NHS) Foundation Trust, Liverpool, United Kingdom
| | - Nancy U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Lajos Pusztai
- Yale School of Medicine, New Haven, Connecticut, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA.,Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, USA
| | - Carlo Palmieri
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, United Kingdom.,The Clatterbridge Cancer Centre National Health Service (NHS) Foundation Trust, Liverpool, United Kingdom
| | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Morrisville, North Carolina, USA.,Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.,Department of Pathology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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Huang RSP, Decker B, Murugesan K, Hiemenz M, Mata DA, Li G, Creeden J, Ramkissoon SH, Ross JS. Pan-cancer analysis of CD274 (PD-L1) mutations in 314,631 patient samples and subset correlation with PD-L1 protein expression. J Immunother Cancer 2021; 9:e002558. [PMID: 34130989 PMCID: PMC8207995 DOI: 10.1136/jitc-2021-002558] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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] [Accepted: 05/10/2021] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND The effects of non-amplification short variant (SV) mutations in CD274 (programmed death-ligand 1 (PD-L1)) on PD-L1 protein expression and immune checkpoint inhibitors (ICPIs) therapy are unknown. Here, we present a retrospective analysis of CD274 mutations detected by comprehensive genomic profiling (CGP) and correlate these results with tumor-cell PD-L1 immunohistochemistry (IHC)-based expression assessment to better understand the relationship between mutations and protein expression of PD-L1. METHODS CGP was performed on hybridization-captured, adaptor ligation-based libraries using DNA and/or RNA extracted from 314,631 tumor samples that were sequenced for up to 406 cancer-related genes and select gene rearrangements. PD-L1 IHC was performed on a subset of cases (n=58,341) using the DAKO 22C3 PD-L1 IHC assay and scored with the tumor proportion score (TPS). RESULTS Overall, the prevalence of CD274 SV mutations was low (0.3%, 1081/314,631) with 577 unique variants. The most common CD274 SV mutations were R260H (n=51), R260C (n=18), R125Q (n=12), C272fs*13 (n=11), R86W (n=10), and R113H (n=10). The prevalence of CD274 mutations varied depending on tumor type with diffuse large B-cell lymphoma (1.9%, 19/997), cutaneous squamous cell carcinoma (1.6%, 14/868), endometrial adenocarcinoma (1.0%, 36/3740), unknown primary melanoma (0.9%, 33/3679), and cutaneous melanoma (0.8%, 32/3874) having the highest frequency of mutations. Of the R260H cases concurrently tested with PD-L1 IHC, most (81.8%, 9/11) had no PD-L1 expression, which contrasts to the five E237K cases where most (80%, 4/5) had PD-L1 expression. In addition, we saw a significantly lower level of PD-L1 expression in samples with a clonal truncating variant (nonsense or frameshift indel) when compared with samples with a subclonal truncating variants (mean: TPS=1 vs TPS=38; p<0.001), and also in clonal versus subclonal missense mutations (mean: TPS=11 vs TPS=22, respectively; p=0.049) CONCLUSIONS: We defined the landscape of CD274 mutations in a large cohort of tumor types that can be used as a reference for examining CD274 mutations as potential resistance biomarkers for ICPI. Furthermore, we presented novel data on the correlation of CD274 mutations and PD-L1 protein expression, providing important new information on the potential functionality of these mutations and can serve as a basis for future research.
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Affiliation(s)
| | | | | | | | | | - Gerald Li
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - James Creeden
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Shakti H Ramkissoon
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
- Wake Forest Comprehensive Cancer Center, Winston-Salem, North Carolina, USA
- Department of Pathology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Jeffrey S Ross
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
- Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, USA
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48
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Huang RSP, Murugesan K, Montesion M, Pavlick DC, Mata DA, Hiemenz MC, Decker B, Frampton G, Albacker LA, Ross JS. Pan-cancer landscape of CD274 (PD-L1) copy number changes in 244 584 patient samples and the correlation with PD-L1 protein expression. J Immunother Cancer 2021; 9:e002680. [PMID: 33972391 PMCID: PMC8112409 DOI: 10.1136/jitc-2021-002680] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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] [Accepted: 04/09/2021] [Indexed: 01/12/2023] Open
Abstract
INTRODUCTION Several studies have shown clinical outcomes data that support the use of CD274 (PD-L1) copy-number (CN) gains and/or losses as a biomarker for immune checkpoint inhibitor (ICPI). Here, we present the landscape of CD274 CN changes across a large cohort of solid tumor cases and correlate these with PD-L1 protein expression by immunohistochemistry. METHODS We analyzed all cases that underwent comprehensive genomic profiling (CGP) testing at Foundation Medicine between August 2014 and June 2020. CD274 CN changes were correlated with PD-L1 expression in tumor types where there were Food and Drug Administration approved companion diagnostic (CDx) claims and the CDx assay was used to assess PD-L1 expression. RESULTS In all, 244 584 samples representing 290 solid tumor types were included in the study. Overall, 17.6% (42 983/244 584) had CD274 CN gains (>specimen ploidy), 44.6% (108 970/244 584) were CD274 CN neutral, and 37.9% (92 631/244 584) had CD274 CN loss. Using different CN cut offs to define CD274 positivity resulted in different prevalence estimates: ploidy +1, 17.4% (42 636/244 584); ploidy +2, 6.2% (15 183/244 584); ploidy +3, 2.2% (5375/244 584); ploidy +4, 1.1% (2712/244 584); and ploidy +8, 0.2% (434/244 584). The prevalence of CN changes and CN positivity varied based on tumor type. CD274 CN gains were significantly associated with PD-L1 positivity in NSCLC, urothelial carcinoma, breast carcinoma, cervical carcinoma, esophagus squamous cell carcinoma (SCC) and head and neck SCC (ORs 3.3, 3.0, 2.0, 4.5. 3.8, 8.4, 1.4, respectively; p<0.05) and with microsatellite instability status in only clinically relevant tumor types (gastric adenocarcinoma, colorectal adenocarcinoma, uterine endometrial adenocarcinoma, esophageal adenocarcinoma and gastroesophageal junction adenocarcinoma (OR: 5.2, 1.9, 3.2, 3.7 and 6.5, respectively; p<0.05)). Conversely, CD274 CN changes were not significantly correlated with tumor mutational burden in almost all the tumor types. CONCLUSION CD274 CN changes and PD-L1 expression were highly correlated in multiple tumor types. These prevalence data on CD274 CN changes across a large cohort of different solid tumors can be used to design future clinical studies to assess whether CD274 CN changes could be a potential biomarker for ICPI.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Jeffrey S Ross
- Foundation Medicine Inc, Cambridge, Massachusetts, USA
- Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, USA
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Huang RSP, Haberberger J, Harries L, Severson E, Duncan DL, Ferguson NL, Hemmerich A, Edgerly C, Murugesan K, Xiao J, McEwan D, Holmes O, Hiemenz M, Venstrom J, Elvin JA, Creeden J, Lin DI, Ross JS, Ramkissoon SH. Clinicopathologic and Genomic Characterization of PD-L1 Positive Urothelial Carcinomas. Oncologist 2021; 26:375-382. [PMID: 33687775 DOI: 10.1002/onco.13753] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [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: 11/18/2020] [Accepted: 02/26/2021] [Indexed: 11/08/2022] Open
Abstract
INTRODUCTION Pembrolizumab was approved with an accompanying companion diagnostic (CDx) assay (PD-L1 DAKO 22C3) for urothelial carcinoma (UC). In this study, we further characterize the clinicopathologic and genomic features of UC that are programmed death-ligand 1 (PD-L1) positive. MATERIALS AND METHODS The cohort of this study consisted of a total of 528 consecutive UC patients with PD-L1 immunohistochemistry (IHC) and comprehensive genomic profiling (CGP). All PD-L1 IHC testing was performed using the DAKO 22C3 CDx assay for UC. PD-L1 positivity was determined at a combined positive score ≥ 10. RESULTS A total of 44.5% (235/528) patients with UC were PD-L1positive . A lower PD-L1 positivity rate was detected in primary (42.3%, 148/350) versus metastatic sites (48.9%, 87/178). PD-L1 positivity was dependent on the location of the metastatic sites. CGP revealed PD-L1positive patients had more frequent genomic alterations (GAs) in TP53 (p = .006) and RB1 (p = .003) and less frequent GAs in FGFR3 (p = .001) and MTAP (p = .028). The APOBEC mutational signature and tumor mutational burden (TMB)-high were more common in PD-L1positive patients. By testing patients with UC with CGP, in addition to PD-L1 IHC, an additional 97 patients (18.4%) in the total cohort were eligible for immunotherapy based on TMB status. CONCLUSION PD-L1positive and PD-L1negative urothelial carcinomas are genomically different. Also, our study provides the framework for future clinical investigation with regard to specimen site selection for PD-L1 testing as well as candidate biomarker genomic alterations that may predict for better response or lack of response to immune checkpoint inhibitors. IMPLICATIONS FOR PRACTICE In this study, a higher prevalence of TP53 and RB1 alterations and APOBEC mutational signatures in the PD-L1positive urothelial carcinoma disease subset and enrichment of FGFR3 alterations in the PD-L1negative disease subset were found. These data provide the basis for future investigation into the role of these genomic changes as positive and negative predictors of immunotherapy response. Also, differences wer seen in PD-L1 positivity based on the collection site of the sample, which can provide a framework for future clinical trial design and could influence sample selection for PD-L1 testing in patients with urothelial carcinoma when multiple samples are available.
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Affiliation(s)
| | | | - Lukas Harries
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | - Eric Severson
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | | | | | | | - Claire Edgerly
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | | | - Jinpeng Xiao
- Foundation Medicine, Inc., Morrisville, North Carolina, USA
| | - Deborah McEwan
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Oliver Holmes
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | | | | | - Julia A Elvin
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - James Creeden
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Douglas I Lin
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA.,Department of Pathology, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Morrisville, North Carolina, USA.,Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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50
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Huang RSP, Severson E, Haberberger J, Duncan DL, Hemmerich A, Edgerly C, Ferguson NL, Frampton G, Owens C, Williams E, Elvin J, Vergilio JA, Killian JK, Lin D, Morley S, McEwan D, Holmes O, Danziger N, Cohen MB, Sathyan P, McGregor K, Reddy P, Venstrom J, Anhorn R, Alexander B, Brown C, Ross JS, Ramkissoon SH. Landscape of Biomarkers in Non-small Cell Lung Cancer Using Comprehensive Genomic Profiling and PD-L1 Immunohistochemistry. Pathol Oncol Res 2021; 27:592997. [PMID: 34257540 PMCID: PMC8262230 DOI: 10.3389/pore.2021.592997] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 01/22/2021] [Indexed: 11/16/2022]
Abstract
Comprehensive genomic profiling (CGP) and immunohistochemistry (IHC) are important biomarker tools used for patients with non-small cell lung cancer (NSCLC) given the expanding number of standard-of-care therapies that require companion diagnostic testing. We examined 9450 NSCLC real-world patient samples that underwent both CGP and programmed death-ligand 1 (PD-L1) IHC to understand the biomarker landscape in this patient cohort. By assessing National Comprehensive Cancer Network (NCCN)-recommended biomarkers including genomic alterations, tumor mutational burden (≥10 mutations/Mb cut-off), and PD-L1 expression (Tumor Proportion Score (TPS) ≥ 50% cut-off), we show that CGP + PD-L1 IHC yielded potentially actionable results for 70.5% of the 9,450 patients with NSCLC. Among the remaining 29.5% (2,789/9,450) of patients, 86.7% (2,419/2,789) were potentially eligible for another biomarker-associated therapy and/or clinical trial based on their genomic profile. In addition, in the PD-L1TPS≥50% disease subset, BRAF mutations, MET mutations, MET amplifications, and KRAS mutations were significantly enriched; and in the PD-L1TPS<50%, EGFR mutations, ERBB2 mutations, STK11 mutations, and KEAP1 mutations were enriched. These findings highlight the improved clinical utility of combining CGP with IHC to expand the biomarker-guided therapeutic options available for patients with NSCLC, relative to single biomarker testing alone.
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Affiliation(s)
| | - Eric Severson
- Foundation Medicine, Inc., Morrisville, NC, United States
| | | | | | | | - Claire Edgerly
- Foundation Medicine, Inc., Morrisville, NC, United States
| | | | | | - Clarence Owens
- Foundation Medicine, Inc., Morrisville, NC, United States
| | - Erik Williams
- Foundation Medicine, Inc., Cambridge, MA, United States
| | - Julia Elvin
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | | | - Douglas Lin
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | | | - Oliver Holmes
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | - Michael B Cohen
- Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, United States.,Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | | | | | | | | | - Rachel Anhorn
- Foundation Medicine, Inc., Cambridge, MA, United States
| | | | | | - Jeffrey S Ross
- Foundation Medicine, Inc., Morrisville, NC, United States.,Department of Pathology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, United States
| | - Shakti H Ramkissoon
- Foundation Medicine, Inc., Morrisville, NC, United States.,Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, United States.,Department of Pathology, Wake Forest School of Medicine, Winston-Salem, NC, United States
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