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Cowzer D, Shah RH, Chou JF, Kundra R, Punn S, Fiedler L, DeMore A, Capanu M, Berger MF, Reidy-Lagunes D, Raj N. Clinical utility of plasma cell-free DNA in pancreatic neuroendocrine neoplasms. Endocr Relat Cancer 2024; 31:e230292. [PMID: 38252063 DOI: 10.1530/erc-23-0292] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/22/2024] [Indexed: 01/23/2024]
Abstract
In advanced pancreatic neuroendocrine neoplasms (PanNEN), there are little data detailing the frequency of genetic alterations identified in cell free DNA (cfDNA), plasma-tissue concordance of detected alterations, and clinical utility of cfDNA. Patients with metastatic PanNENs underwent cfDNA collection in routine practice. Next-generation sequencing (NGS) of cfDNA and matched tissue when available was performed. Clinical actionability of variants was annotated by OncoKB. Thirty-two cfDNA samples were analyzed from 25 patients, the majority who had well-differentiated intermediate grade disease (13/25; 52%). Genomic alterations were detected in 68% of patients and in 66% of all cfDNA samples. The most frequently altered genes were DAXX (28%), TSC2 (24%), MEN1 (24%), ARID1B (20%), ARID1A (12%), and ATRX (12%). Twenty-three out of 25 (92%) patients underwent tumor tissue NGS. Tissue-plasma concordance for select genes was as follows:DAXX (95.7%), ARID1A (91.1%), ATRX (87%), TSC2 (82.6%), MEN1 (69.6%). Potentially actionable alterations were identified in cfDNA of 8 patients, including TSC2 (4; level 3b), ATM (1; level 3b), ARID1A (2; level 4), and KRAS (1; level 4). An ETV6:NTRK fusion detected in tumor tissue was treated with larotrectinib; at progression, sequencing of cfDNA identified an NTRK3 G623R alteration as the acquired mechanism of resistance; the patient enrolled in a clinical trial of a second-generation TRK inhibitor with clinical benefit. In metastatic PanNENs, cfDNA-based NGS identified tumor-associated mutations in 66% of plasma samples with a high level of plasma-tissue agreement in PanNEN-associated genes. Clonal evolution, actionable alterations, and resistance mechanisms were detected through circulating cfDNA genotyping.
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Affiliation(s)
- Darren Cowzer
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ronak H Shah
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Joanne F Chou
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ritika Kundra
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Sippy Punn
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Laura Fiedler
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - April DeMore
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Marinela Capanu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Michael F Berger
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Pathology and laboratory medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Diane Reidy-Lagunes
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Weill Medical College of Cornell University, New York, New York, USA
| | - Nitya Raj
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Weill Medical College of Cornell University, New York, New York, USA
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Stonestrom AJ, Menghrajani KN, Devlin SM, Franch-Expósito S, Ptashkin RN, Patel SY, Spitzer B, Wu X, Jee J, Sánchez Vela P, Milbank JH, Shah RH, Mohanty AS, Brannon AR, Xiao W, Berger MF, Mantha S, Levine RL. High-risk and silent clonal hematopoietic genotypes in patients with nonhematologic cancer. Blood Adv 2024; 8:846-856. [PMID: 38147626 PMCID: PMC10875331 DOI: 10.1182/bloodadvances.2023011262] [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: 07/19/2023] [Revised: 11/15/2023] [Accepted: 11/20/2023] [Indexed: 12/28/2023] Open
Abstract
ABSTRACT Clonal hematopoiesis (CH) identified by somatic gene variants with variant allele fraction (VAF) ≥ 2% is associated with an increased risk of hematologic malignancy. However, CH defined by a broader set of genotypes and lower VAFs is ubiquitous in older individuals. To improve our understanding of the relationship between CH genotype and risk of hematologic malignancy, we analyzed data from 42 714 patients who underwent blood sequencing as a normal comparator for nonhematologic tumor testing using a large cancer-related gene panel. We cataloged hematologic malignancies in this cohort using natural language processing and manual curation of medical records. We found that some CH genotypes including JAK2, RUNX1, and XPO1 variants were associated with high hematologic malignancy risk. Chronic disease was predicted better than acute disease suggesting the influence of length bias. To better understand the implications of hematopoietic clonality independent of mutational function, we evaluated a set of silent synonymous and noncoding mutations. We found that silent CH, particularly when multiple variants were present or VAF was high, was associated with increased risk of hematologic malignancy. We tracked expansion of CH mutations in 26 hematologic malignancies sequenced with the same platform. JAK2 and TP53 VAF consistently expanded at disease onset, whereas DNMT3A and silent CH VAFs mostly decreased. These data inform the clinical and biological interpretation of CH in the context of nonhematologic cancer.
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Affiliation(s)
- Aaron J. Stonestrom
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kamal N. Menghrajani
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sean M. Devlin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sebastià Franch-Expósito
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ryan N. Ptashkin
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Barbara Spitzer
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Xiaodi Wu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Justin Jee
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Pablo Sánchez Vela
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jennifer H. Milbank
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ronak H. Shah
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Abhinita S. Mohanty
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - A. Rose Brannon
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Wenbin Xiao
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Michael F. Berger
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Simon Mantha
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ross L. Levine
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
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3
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Cytryn SL, Moy RH, Cowzer D, Shah RH, Chou JF, Joshi SS, Ku GY, Maron SB, Desai A, Yang J, Sugarman R, Rao D, Goldberg Z, Charalambous C, Lapshina M, Antoine A, Socolow F, Trivedi N, Capanu M, Gerdes H, Schattner MA, Simmons M, Lacouture ME, Paroder V, Tang LH, Shia J, Ilson DH, Solit DB, Berger MF, Janjigian YY. First-line regorafenib with nivolumab and chemotherapy in advanced oesophageal, gastric, or gastro-oesophageal junction cancer in the USA: a single-arm, single-centre, phase 2 trial. Lancet Oncol 2023; 24:1073-1082. [PMID: 37666264 DOI: 10.1016/s1470-2045(23)00358-3] [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] [Received: 05/12/2023] [Revised: 07/05/2023] [Accepted: 07/20/2023] [Indexed: 09/06/2023]
Abstract
BACKGROUND The addition of nivolumab to chemotherapy improves survival in patients with advanced oesophagogastric (oesophageal, gastric, or gastro-oesophageal junction) adenocarcinoma; however, outcomes remain poor. We assessed the safety and activity of regorafenib in combination with nivolumab and chemotherapy in the first-line treatment of advanced oesophagogastric adenocarcinoma. METHODS This investigator-initiated, single-arm, phase 2 trial in adult patients (aged ≥18 years) with previously untreated, HER2-negative, metastatic oesophagogastric adenocarcinoma was done at the Memorial Sloan Kettering Cancer Center (New York, NY, USA). Eligible patients had measurable disease or non-measurable disease that was evaluable (defined by Response Evaluation Criteria in Solid Tumours [RECIST] version 1.1) and Eastern Cooperative Oncology Group performance status of 0 or 1. Patients received FOLFOX chemotherapy (fluorouracil [400 mg/m2 bolus followed by 2400 mg/m2 over 48 h], leucovorin [400 mg/m2], and oxaliplatin [85 mg/m2]) and nivolumab (240 mg) intravenously on days 1 and 15, and oral regorafenib (80 mg) on days 1-21 of a 28-day cycle. Treatment was continued until disease progression (defined by RECIST version 1.1), unacceptable toxicity, or withdrawal of consent. The primary endpoint was 6-month progression-free survival in the per-protocol population (ie, all participants who received a dose of all study treatments). The regimen would be considered worthy of further investigation if at least 24 of 35 patients were progression free at 6 months. Safety was assessed in all participants who received at least one dose of any study treatment. This trial is registered with ClinicalTrials.gov, NCT04757363, and is now complete. FINDINGS Between Feb 11, 2021, and May 4, 2022, 39 patients were enrolled, received at least one dose of study drug, and were included in safety analyses. 35 patients were evaluable for 6-month progression-free survival. Median age was 57 years (IQR 52-66), nine (26%) patients were women, 26 (74%) were men, 28 (80%) were White, and seven (20%) were Asian. At data cutoff (March 3, 2023), median follow-up was 18·1 months (IQR 12·7-20·4). The primary endpoint was reached, with 25 (71%; 95% CI 54-85) of 35 patients progression free at 6 months. Nine (26%) of 35 patients had disease progression and one (3%) patient died; the death was unrelated to treatment. The most common adverse event of any grade was fatigue (36 [92%] of 39). The most common grade 3 or 4 adverse events were decreased neutrophil count (18 [46%]), hypertension (six [15%]), dry skin, pruritus, or rash (five [13%]), and anaemia (four [10%]). Serious treatment-related adverse events occurred in ten (26%) patients, which were acute kidney injury (three [8%]), hepatotoxicity (two [5%]), sepsis (two [5%]), dry skin, pruritus, or rash (one [3%]), nausea (one [3%]), and gastric perforation (one [3%]). There were no treatment-related deaths. INTERPRETATION Regorafenib can be safely combined with nivolumab and chemotherapy and showed promising activity in HER2-negative metastatic oesophagogastric cancer. A randomised, phase 3 clinical trial is planned. FUNDING Bristol Myers Squibb, Bayer and National Institutes of Health/National Cancer Institute.
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Affiliation(s)
- Samuel L Cytryn
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ryan H Moy
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Darren Cowzer
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronak H Shah
- Marie-Josée & Henry R Kravis Center for Molecular Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joanne F Chou
- Department of Epidemiology and Biostatistics, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Smita S Joshi
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Geoffrey Y Ku
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Steven B Maron
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Avni Desai
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jessica Yang
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Ryan Sugarman
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Devika Rao
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zoe Goldberg
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Carmelina Charalambous
- Marie-Josée & Henry R Kravis Center for Molecular Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Pathology and Laboratory Medicine, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria Lapshina
- Marie-Josée & Henry R Kravis Center for Molecular Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ariel Antoine
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Fiona Socolow
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nikhil Trivedi
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marinela Capanu
- Department of Epidemiology and Biostatistics, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hans Gerdes
- Gastroenterology, Hepatology, and Nutrition Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mark A Schattner
- Gastroenterology, Hepatology, and Nutrition Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc Simmons
- Department of Radiology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mario E Lacouture
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Viktoriya Paroder
- Department of Radiology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Laura H Tang
- Department of Pathology and Laboratory Medicine, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jinru Shia
- Department of Pathology and Laboratory Medicine, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David H Ilson
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - David B Solit
- Marie-Josée & Henry R Kravis Center for Molecular Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F Berger
- Marie-Josée & Henry R Kravis Center for Molecular Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Pathology and Laboratory Medicine, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yelena Y Janjigian
- Gastrointestinal Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
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4
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Cowzer D, White JB, Chou JF, Chen PJ, Kim TH, Khalil DN, El Dika IH, Columna K, Yaqubie A, Light JS, Shia J, Yarmohammadi H, Erinjeri JP, Wei AC, Jarnagin W, Do RK, Solit DB, Capanu M, Shah RH, Berger MF, Abou-Alfa GK, Harding JJ. Targeted Molecular Profiling of Circulating Cell-Free DNA in Patients With Advanced Hepatocellular Carcinoma. JCO Precis Oncol 2023; 7:e2300272. [PMID: 37769223 PMCID: PMC10581608 DOI: 10.1200/po.23.00272] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 07/29/2023] [Accepted: 08/08/2023] [Indexed: 09/30/2023] Open
Abstract
PURPOSE Next-generation sequencing (NGS) of tumor-derived, circulating cell-free DNA (cfDNA) may aid in diagnosis, prognostication, and treatment of patients with hepatocellular carcinoma (HCC). The operating characteristics of cfDNA mutational profiling must be determined before routine clinical implementation. METHODS This was a single-center, retrospective study with the primary objective of defining genomic alterations in circulating cfDNA along with plasma-tissue genotype agreement between NGS of matched tumor samples in patients with advanced HCC. cfDNA was analyzed using a clinically validated 129-gene NGS assay; matched tissue-based NGS was analyzed with a US Food and Drug Administration-authorized NGS tumor assay. RESULTS Fifty-three plasma samples from 51 patients with histologically confirmed HCC underwent NGS-based cfDNA analysis. Genomic alterations were detected in 92.2% of patients, with the most commonly mutated genes including TERT promoter (57%), TP53 (47%), CTNNB1 (37%), ARID1A (18%), and TSC2 (14%). In total, 37 (73%) patients underwent paired tumor NGS, and concordance was high for mutations observed in patient-matched plasma samples: TERT (83%), TP53 (94%), CTNNB1 (92%), ARID1A (100%), and TSC2 (71%). In 10 (27%) of 37 tumor-plasma samples, alterations were detected by cfDNA analysis that were not detected in the patient-matched tumors. Potentially actionable mutations were identified in 37% of all cases including oncogenic/likely oncogenic alterations in TSC1/2 (18%), BRCA1/2 (8%), and PIK3CA (8%). Higher average variant allele fraction was associated with elevated alpha-fetoprotein, increased tumor volume, and no previous systemic therapy, but did not correlate with overall survival in treatment-naïve patients. CONCLUSION Tumor mutation profiling of cfDNA in HCC represents an alternative to tissue-based genomic profiling, given the high degree of tumor-plasma NGS concordance; however, genotyping of both blood and tumor may be required to detect all clinically actionable genomic alterations.
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Affiliation(s)
- Darren Cowzer
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jessica B. White
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Joanne F. Chou
- Weill Medical College of Cornell University, New York, NY
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Pin-Jung Chen
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Tae-Hyung Kim
- Weill Medical College of Cornell University, New York, NY
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Danny N. Khalil
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Medical College of Cornell University, New York, NY
| | - Imane H. El Dika
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Medical College of Cornell University, New York, NY
| | - Katrina Columna
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Amin Yaqubie
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Joseph S. Light
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jinru Shia
- Weill Medical College of Cornell University, New York, NY
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Hooman Yarmohammadi
- Weill Medical College of Cornell University, New York, NY
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Joseph Patrick Erinjeri
- Weill Medical College of Cornell University, New York, NY
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Alice C. Wei
- Weill Medical College of Cornell University, New York, NY
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - William Jarnagin
- Weill Medical College of Cornell University, New York, NY
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Richard K.G. Do
- Weill Medical College of Cornell University, New York, NY
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - David B. Solit
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Medical College of Cornell University, New York, NY
| | - Marinela Capanu
- Weill Medical College of Cornell University, New York, NY
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ronak H. Shah
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Michael F. Berger
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Medical College of Cornell University, New York, NY
| | - Ghassan K. Abou-Alfa
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Medical College of Cornell University, New York, NY
| | - James J. Harding
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Medical College of Cornell University, New York, NY
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5
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Katims AB, Lenis AT, Shah RH, Chu CE, Ratna N, Regazzi AM, Pietzak EJ, Aggen DH, Funt SA, Teo MY, Rosenberg JE, Bajorin DF, Donahue TF, Bochner BH, Berger MF, Solit DB, Iyer G. Assessing the utility of a cell-free tumor (ct)DNA assay (MSK-ACCESS) in patients (pts) with node-positive (N+) muscle-invasive bladder cancer (MIBC) undergoing neoadjuvant chemotherapy (NAC). J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.6_suppl.544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/15/2023] Open
Abstract
544 Background: Circulating ctDNA is associated with disease progression, worse overall survival, and recurrence in pts with bladder cancer. This study correlated targeted exome ctDNA sequencing with pathologic response to NAC and metastatic recurrence in pts with N+ MIBC undergoing radical cystectomy (RC). Methods: We prospectively identified pts with cT2-3N1-2M0 bladder cancer who underwent NAC prior to RC. Node positivity was determined radiographically and/or by node biopsy. Plasma samples were collected pre-NAC, mid-treatment, after NAC completion, and 3 months after RC. Samples were analyzed using MSK-ACCESS, an ultrasensitive ctDNA platform designed to identify somatic mutations in 129 cancer associated genes. Primary bladder tumors were sequenced using targeted exome sequencing. Results: Samples (31) from 9 pts (6 men) were analyzed. Median age was 63 years (IQR 58-69). NAC regimens included gemcitabine and cisplatin alone (78%) or with paclitaxel (22%). Seven (78%) pts had >1 detectable mutation pre-NAC. The most altered genes detected in both tissue and ctDNA included: TERT (88% vs 28%), TP53 (76% vs 40%), ARID1A (43% vs 17%), RB1 (43% vs 15%), KDM6A (43% vs 15%), and ATM (17% vs 17%). Four (45%) pts had complete response (ypT0N0), 1 (11%) had a partial response (ypT1N0), and 4 (33.3%) were non-responders (ypT2N0-3). All non-responders had disease recurrence after RC (median 3 months, range 2-11 months). Of 7 pts with on-treatment MSK-ACCESS, 2 (29%) had detectable ctDNA (1 ypT2N0, 1 ypT0N0). The pt with a PR had detectable ctDNA post-NAC with 1 mutation identified that was not detected at 3 months. All pts with >ypT2N0 had detectable ctDNA post-NAC. Pts with recurrence/non-responders had a significantly higher mutation count 3 months after RC compared to responders, with a median of 7 vs. 0 mutations, respectively. Two pts with CR had detectable ctDNA at 3 months post-RC but have not recurred (Table). Conclusions: Clearance of ctDNA post-NAC correlated with pathologic complete response. Approximately 70% of pts had ctDNA clearance on NAC. All pts with residual disease at RC had detectable ctDNA post-NAC. [Table: see text]
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Affiliation(s)
| | | | - Ronak H. Shah
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Carissa E Chu
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Neha Ratna
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - David H Aggen
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Samuel A Funt
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Min Yuen Teo
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | | | | | - Gopa Iyer
- Memorial Sloan Kettering Cancer Center, New York, NY
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6
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Cowzer D, Shah RH, Punn S, Fiedler L, DeMore A, Chou JF, Capanu M, Berger MF, Reidy-Lagunes D, Raj NP. Next-generation sequencing (NGS) of circulating cell-free DNA (cfDNA) in advanced pancreatic neuroendocrine neoplasms (PanNENs). J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
653 Background: PanNENs represent 1-2% of all pancreatic neoplasms. The genomic landscape derived from PanNEN tumor tissue has been described previously. There are little data detailing the frequency of genetic alterations identified in cfDNA in an advanced PanNEN population, the plasma-tissue concordance of detected alterations, and the clinical utility of cfDNA. Methods: Patients (pts) with metastatic PanNENs underwent collection of cfDNA for NGS using the MSK-IMPACT 505 gene assay between March 2017 and April 2020. Matched tissue based NGS with the FDA authorized MSK-IMPACT gene assay was completed when tumor tissue was available. For some pts, plasma and tumor tissue were sequenced at multiple time points. Clinical actionability of sequence variants was annotated by OncoKB. Clinicopathologic characteristics were extracted, and data are herein reported. Results: 25 unique pts with metastatic PanNENs had 32 plasma samples analyzed. The majority had well differentiated (22/25; 88%), intermediate grade disease (13/25; 52%). 6 (24%) pts had well differentiated high grade disease and 3 (12%) had poorly differentiated neuroendocrine carcinomas. After extraction, median cfDNA yield per sample was 23.98ng (range: 3.2 to 500.1). Mutations were detected in 21(66%) of 32 samples (10 pre systemic therapy, 10 at progression, 12 post response to therapy or while stable on therapy). The most frequently mutated genes occurring in >10% of patients were DAXX (28%), TSC2 (24%), MEN1 (24%), ARID1B (20%), ARID1A (12%) and ATRX (12%). 23 (92%) pts underwent tumor tissue sequencing with MSK-IMPACT with a median time of 6.9 (range: 0.5-33.4) months between tissue collection and time of plasma analysis. NGS of cfDNA identified the most common mutations observed in tumor tissue for: DAXX (5/6; 83%), TSC2 (3/6; 50%), MEN1 (5/12; 42%), ARID1A (3/5; 60%) and ATRX (3/6; 50%). In 21/23 (91%) paired samples, additional mutations not seen in tissue were detected in plasma and included TSC2, TP53, EGFR, VHL, and BRCA2. Potentially actionable mutations were identified in sequenced cfDNA in 8/25 (32%) patients including 4 TSC2 mutations (level 3b), 1 ATM mutation (level 3b), 2 ARID1A mutations (level 4) and 1 KRAS mutation (level 4). One patient who was treated with larotrectinib for an ETV6:NTRK3 fusion detected on tumor sequencing ultimately developed resistance with a NRTK3 G623R alteration identified through sequencing of cfDNA at radiographic disease progression. Conclusions: NGS of cfDNA in metastatic PanNENs, across the spectrum of WHO-defined tumor grade/differentiation, revealed tumor-associated genetic alterations in 66% of plasma samples. Clonal evolution, actionable alterations, and resistance mechanisms can be detected through circulating cfDNA genotyping and may serve as a powerful tool to better understand disease biology of a disease that often changes over time and through therapy.
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Affiliation(s)
- Darren Cowzer
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ronak H. Shah
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sippy Punn
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Laura Fiedler
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - April DeMore
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Joanne F. Chou
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering, New York, NY
| | - Marinela Capanu
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering, New York, NY
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7
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Ashley CW, Selenica P, Patel J, Wu M, Nincevic J, Lakhman Y, Zhou Q, Shah RH, Berger MF, Da Cruz Paula A, Brown DN, Marra A, Iasonos A, Momeni-Boroujeni A, Alektiar KM, Roche KL, Zivanovic O, Mueller JJ, Zamarin D, Broach VA, Sonoda Y, Leitao MM, Friedman CF, Jewell E, Reis-Filho JS, Ellenson LH, Aghajanian C, Abu-Rustum NR, Cadoo K, Weigelt B. High-Sensitivity Mutation Analysis of Cell-Free DNA for Disease Monitoring in Endometrial Cancer. Clin Cancer Res 2023; 29:410-421. [PMID: 36007103 PMCID: PMC9852004 DOI: 10.1158/1078-0432.ccr-22-1134] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 06/21/2022] [Accepted: 08/23/2022] [Indexed: 01/22/2023]
Abstract
PURPOSE We sought to determine whether sequencing analysis of circulating cell-free DNA (cfDNA) in patients with prospectively accrued endometrial cancer captures the mutational repertoire of the primary lesion and allows for disease monitoring. EXPERIMENTAL DESIGN Peripheral blood was prospectively collected from 44 newly diagnosed patients with endometrial cancer over a 24-month period (i.e., baseline, postsurgery, every 6 months after). DNA from the primary endometrial cancers was subjected to targeted next-generation sequencing (NGS) of 468 cancer-related genes, and cfDNA to a high-depth NGS assay of 129 genes with molecular barcoding. Sequencing data were analyzed using validated bioinformatics methods. RESULTS cfDNA levels correlated with surgical stage in endometrial cancers, with higher levels of cfDNA being present in advanced-stage disease. Mutations in cfDNA at baseline were detected preoperatively in 8 of 36 (22%) patients with sequencing data, all of whom were diagnosed with advanced-stage disease, high tumor volume, and/or aggressive histologic type. Of the 38 somatic mutations identified in the primary tumors also present in the cfDNA assay, 35 (92%) and 38 (100%) were detected at baseline and follow-up, respectively. In 6 patients with recurrent disease, changes in circulating tumor DNA (ctDNA) fraction/variant allele fractions in cfDNA during follow-up closely mirrored disease progression and therapy response, with a lead time over clinically detected recurrence in two cases. The presence of ctDNA at baseline (P < 0.001) or postsurgery (P = 0.014) was significantly associated with reduced progression-free survival. CONCLUSIONS cfDNA sequencing analysis in patients with endometrial cancer at diagnosis has prognostic value, and serial postsurgery cfDNA analysis enables disease and treatment response monitoring. See related commentary by Grant et al., p. 305.
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Affiliation(s)
- Charles W. Ashley
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Current address: Department of OB/GYN, University of Vermont, Burlington, VT, USA
| | - Pier Selenica
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Juber Patel
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michelle Wu
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Josip Nincevic
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yulia Lakhman
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Qin Zhou
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronak H Shah
- Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F Berger
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Arnaud Da Cruz Paula
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David N Brown
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Antonio Marra
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alexia Iasonos
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Amir Momeni-Boroujeni
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kaled M. Alektiar
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kara Long Roche
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Oliver Zivanovic
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jennifer J. Mueller
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dmitriy Zamarin
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Vance A Broach
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yukio Sonoda
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mario M. Leitao
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Claire F. Friedman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elizabeth Jewell
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jorge S. Reis-Filho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lora H Ellenson
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Carol Aghajanian
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nadeem R. Abu-Rustum
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Karen Cadoo
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Current address: HOPe Directorate, St. James’s Hospital Dublin, Trinity College Dublin, Trinitiy St. James’s Cancer Institute
| | - Britta Weigelt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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8
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Harding JJ, Piha-Paul SA, Shah RH, Cleary JM, Quinn DI, Brana I, Moreno V, Borad MJ, Loi S, Spanggaard I, Ford JM, DiPrimeo D, Berger MF, Eli LD, Meric-Bernstam F, Solit DB, Abou-Alfa GK. Targeting HER2 mutation–positive advanced biliary tract cancers with neratinib: Final results from the phase 2 SUMMIT basket trial. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.4079] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4079 Background: HER2 mutations are infrequent genomic events in biliary tract cancers (BTCs) and are associated with poor overall survival (OS) in patients with metastatic disease. HER2 overexpression is associated with an increased risk of disease recurrence in patients with resected BTC. There is limited data on targeting HER2 in BTC harboring activating somatic HER2 mutations. Neratinib, an irreversible, pan-HER, oral tyrosine kinase inhibitor, interferes with constitutive receptor kinase activation and has demonstrated activity in several HER2-mutant solid tumors. Methods: SUMMIT is an open-label, single-arm, multi-cohort, phase 2, ‘basket’ trial of neratinib in patients with solid tumors harboring oncogenic HER2 somatic mutations. The primary objective of the BTC cohort was to estimate objective response rate (ORR). Secondary objectives were clinical benefit rate (CBR), progression-free survival (PFS), OS, response duration, safety, and tolerability. Retrospective central confirmation of locally reported HER2 mutation (next-generation sequencing on archival or fresh tumor tissue using MSK-IMPACT or in cfDNA extracted from plasma by MSK-ACCESS) and association with outcome was an exploratory endpoint. This trial is registered with ClinicalTrials.gov (NCT01953926). Results: 25 treatment-refractory patients with metastatic BTC were enrolled (11 cholangiocarcinoma, 10 gallbladder, 4 ampullary cancers). ORR was 16% (95% CI 4.5–36.1%) and CBR was 28% (95% CI 12.1–49.4%). Median PFS and OS were 2.8 (95% CI 1.1–3.7) and 5.4 (95% CI 3.7–11.7) months, respectively. Median PFS for the gallbladder, cholangiocarcinoma and ampulla cohorts was 3.7 (95% CI 0.8–6.4), 1.4 (95% CI 0.5–9.1), and 1.1 (95% CI 1.1–3.8) months, respectively. Corresponding median OS values in these cohorts were 9.8 (95% CI 2.4–NE), 5.4 (95% CI 0.8–16.2), and 5.0 (95% CI 3.7–10.2) months, respectively. Central mutation confirmation was feasible for 23 of 25 patients; 22 were concordant with enrolment assays. The most common HER2 mutations were S310F (n = 11; 48%) and V777L (n = 4; 17%). Exploratory analyses suggested worse outcomes for HER2-mutant tumors with co-occurring oncogenic TP53 and CDKN2A alterations. Loss of amplified HER2 S310F and acquisition of multiple previously undetected oncogenic co-mutations were identified at progression in one of four responders. Diarrhea (56% any grade) was the most common toxicity. Conclusions: Neratinib is tolerable with modest antitumor activity in patients with BTC harboring HER2 mutations. Although the primary endpoint was met, future studies should evaluate rational combinations to augment and/or prolong responses. Clinical trial information: NCT01953926.
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Affiliation(s)
- James J. Harding
- Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY
| | | | - Ronak H. Shah
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - David I. Quinn
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | - Irene Brana
- Vall d’Hebron University Hospital and Institute of Oncology (VHIO), Medical Oncology Department, Barcelona, Spain
| | - Victor Moreno
- START Madrid-FJD, Fundación Jiménez Díaz Hospital, Madrid, Spain
| | | | - Sherene Loi
- Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Iben Spanggaard
- Rigshospitalet – Copenhagen University Hospital, Copenhagen, Denmark
| | | | | | - Michael F. Berger
- Memorial Sloan Kettering Cancer Center, Kravis Center for Molecular Oncology, Sloan Kettering Institute, New York, NY
| | | | | | - David B. Solit
- Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, Kravis Center for Molecular Oncology, Sloan Kettering Institute, New York, NY
| | - Ghassan K. Abou-Alfa
- Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY
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9
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Cowzer D, White JB, Chen PJ, Kim TH, Khalil D, El Dika IH, Chou JF, Yaqubie A, Light JS, Shia J, Yarmohammadi H, Erinjeri JP, Capanu M, Do RKG, Solit DB, Shah RH, Berger MF, Abou-Alfa GK, Harding JJ. Next-generation sequencing (NGS) of circulating cell-free DNA (cfDNA) in patients (pts) with advanced hepatocellular carcinoma (HCC). J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.4110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4110 Background: HCC is often diagnosed based on high-quality cross-sectional imaging, and when a biopsy is pursued, acquisition of tissue may be of limited quantity and quality or complicated by underlying medical comorbidities. NGS of tumor derived circulating cfDNA represents an investigational tool for non-invasive molecular profiling, that has the potential to aid in diagnosis, prognosis, and in monitoring disease status. Although prior reports have evaluated such technologies, few studies have included tumor tissues to confirm histology and to explore plasma-tissue gene concordance. Methods: The primary objective of this retrospective cohort study was to define genomic alterations in circulating cfDNA and to explore plasma-tissue genotype concordance in HCC pts. HCC pts underwent collection of cfDNA for NGS using the MSK-ACCESS 129-gene assay between August 2019 and February 2021. Matched tissue-based NGS with the FDA authorized MSK-IMPACT gene assay was completed when tumor tissue was available. Clinical actionability of sequence variants was annotated by OncoKB, an FDA recognized knowledge base. Clinicopathologic characteristics were extracted, and all data were reported with descriptive statistics. Results: 51 unique patients with 53 plasma samples had an HCC histological diagnosis. Pts were male (39, 76%), median age 69 (42-87), viral hepatitis-related (24, 47%), and advanced stage (Stage III:9, 18%; Stage IV:38, 74.5%). Extrahepatic disease and macrovascular involvement were observed in 28 (55%) and 19 (38%) pts, respectively. 22 (43%) pts had AFP ≥400 ng/mL. 49 (92.5%) of 53 plasma samples had detectable genomic alterations. Median cfDNA yield after extraction was 39.43 ng (range: 7.93-287.68). The most frequently mutated genes occurring in > 10% of patients were TERT (57%), TP53 (47%), CTNNB1 (37%), ARID1A (18%) and TSC2 (14%). The most common oncogenic pathways that contained alterations were WNT-β-Catenin (45%) and PIK3-AKT-TOR (25%). 37 (73%) pts underwent tissue sequencing with MSK-IMPACT with a median time of 9.0 months to the time cfDNA testing. MSK-ACCESS identified mutations observed in tumor in most cases: TERT (20/22; 91%), TP53 (16/17; 94%), CTNNB1 (11/12; 92%), ARID1A (6/6; 100%) and TSC2 (6/7; 86%). In 18 (49%) of 37 paired samples, additional mutations in cfDNA not seen in tumor were detected and included KRAS, EGFR, and TP53 alterations. Potentially actionable mutations were identified through cfDNA in 37% of cases including TSC1/2 (18%), BRCA1/ 2 (8%) and PIK3CA (8%). Conclusions: Circulating cfDNA genotyping with MSK-ACCESS identifies previously reported HCC tumor genomic profiles and revealed tumor-associated mutations in 92.5% of plasma samples. Ongoing efforts will explore predictive and prognostic implications of NGS at different HCC stages as well as kinetics of treatment response.
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Affiliation(s)
- Darren Cowzer
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Pin-Jung Chen
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Tae-Hyung Kim
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Danny Khalil
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Joanne F. Chou
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering, New York, NY
| | - Amin Yaqubie
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Jinru Shia
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - Marinela Capanu
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering, New York, NY
| | | | - David B. Solit
- Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, Kravis Center for Molecular Oncology, Sloan Kettering Institute, New York, NY
| | - Ronak H. Shah
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Ghassan K. Abou-Alfa
- Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Medical College, Cornell University, New York, NY
| | - James J. Harding
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
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10
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Manning-Geist B, Patel JAA, Marra A, Da Cruz Paula A, Hanlon EJ, Abu-Rustum N, Shah RH, Berger MF, Hensley ML, Zamarin D, Weigelt B, Friedman CF. Cell-free DNA analysis as a molecular tool to monitor response to immune checkpoint inhibition in endometrial cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.5592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
5592 Background: Immune checkpoint inhibitors (ICI) targeting PD-1 have meaningful activity in microsatellite instability high (MSI-H), hypermutated or mismatch repair deficient (dMMR) advanced endometrial cancer (EC). We investigated if high-depth circulating cell free (cf)DNA sequencing can be used to assess MSI status and monitor ICI response in EC patients enrolled in a phase II trial (NCT03241745). Methods: Patients with recurrent/persistent MSI-H/dMMR/hypermutated EC with measurable disease and ≥1 prior lines of cytotoxic therapy were treated from 06/2018-01/2022 with nivolumab until progression of disease (PD) or unacceptable toxicity. Radiologic tumor response was assessed every 12 wks by RECIST 1.1 criteria.Pre-treatment ECs and matched normal blood-derived DNA were subjected to whole-exome sequencing (WES); cfDNA from plasma at baseline, 2 wks and every 6 wks thereafter was subjected to high-depth MSK-ACCESS sequencing (129 genes). MSI in WES and cfDNA was calculated by MSIsensor and ADMIE, respectively. Results: Ten patients with ≥10 ng cfDNA at baseline and 2 weeks after nivolumab initiation were included. Most (80%) had grade 3 endometrioid EC; 70% had MLH1 hypermethylated EC. Two patients had partial response (PR), 3 had stable disease (SD) and 5 had PD on nivolumab. A high-depth sequencing assay captured somatic mutations in cfDNA at baseline in all patients (median, 29.5; range, 2-75). Median circulating tumor (ct)DNA fraction in cfDNA was 13.1% at baseline (range, 0.0-86.0%). In 8 cases, ctDNA fraction was sufficient to perform MSI assessment. Liquid biopsy MSI status matched tumor MSI status assessed by WES: in 7 patients with MSI-H disease by tumor WES, cfDNA MSI status was also MSI-H ( > 0; range, 0.21-5.46); in 1 patient with MSI-low but hypermutated tumor, cfDNA MSI was 0.0. In all cases, changes in ctDNA fractions reflected ICI response. Median ctDNA fraction percent change from week 0 to week 8 was -51.6% (IQR, -6.2, -85.1) in patients with PR and SD vs +17.7% (IQR, -6.6, +356.6) in patients with PD (p = 0.08). In patients with PR, ctDNA fraction decreased at week 2 and stayed low at week 8 and weeks 32-55 of nivolumab in concordance with ongoing response. In 3 patients with SD, ctDNA fractions decreased by week 2. In 1 patient with SD at week 8 and PD at week 22, ctDNA fraction increased from week 8 to week 20. In 5 patients with PD, 4 had increased ctDNA fraction by week 8. The last patient had a stable ctDNA fraction but increasing allele frequency of 2 truncating B2M alterations, possibly associated with ICI resistance. Conclusions: In patients with advanced hypermutated ECs, cfDNA sequencing can be used to accurately detect MSI status. Early changes in ctDNA fraction may be associated with durable response to ICI or may anticipate radiological progression. Future studies may use ctDNA to assess mechanisms of ICI resistance and offer opportunities for adaptive therapy intervention. Clinical trial information: NCT03241745.
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Affiliation(s)
| | - Juber Ahamad A Patel
- Memorial Sloan-Kettering Cancer Center, Leukemia Service and Human Oncology and Pathogenesis Program, New York, NY
| | - Antonio Marra
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Etta J Hanlon
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Ronak H. Shah
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Martee Leigh Hensley
- Memorial Sloan Kettering Cancer Center and Weil Cornell Medical College, New York, NY
| | | | | | - Claire Frances Friedman
- Memorial Sloan Kettering Cancer Center and Weill Medical College at Cornell University, New York, NY
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11
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Harada G, Choudhury NJ, Schram AM, Rosen E, Murciano-Goroff YR, Falcon CJ, Wilhelm C, Kaplanis LA, Liu D, Chang JC, Yang SR, Dhawan A, Evans P, Savin C, Grimaldi G, Shah RH, Cocco E, Drilon AE. Mechanisms of acquired resistance to TRK inhibitors. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.3104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3104 Background: First-generation TRK tyrosine kinase inhibitors (TKIs) are approved in a tumor-agnostic fashion in more than 40 countries for patients with NTRK fusion-positive adult and pediatric cancers. While resistance to these agents has previously been described, the exact frequency with which major mechanisms of resistance emerges is not clearly understood. Methods: Patients with an NTRK-fusion-positive tumor who received a first-generation TRK TKI were eligible. We retrospectively identified those patients that had post-progression tumor tissue analyzed by next-generation sequencing (NGS). The pattern of serial resistance to a second-generation TKI was analyzed when available. Results: Eighteen patients were identified. The median age was 46 years (range 2-67). Nine unique fusions were detected in ten different tumor types. NTRK1, NTRK2, and NTRK3 fusions were found in eight (44%), one (6%), and nine (50%) patients, respectively. Thirteen patients (72%) were treated with larotrectinib and five patients (28%) received entrectinib. NGS (MSK-IMPACT n = 17, Foundation One n = 1) carried out on post-progression tissue revealed the following profile of acquired resistance: on-target resistance (83%, n = 15/18), off-target resistance (11%, n = 2/18), and no identifiable mechanism (6%, n = 1/18). Among patients with on-target resistance, the most common mutation involved the solvent front (87%, n = 13/15: n = 7 NTRK3 G623R, n = 4 NTRK1 G595R, n = 1 NTRK2 G639L, n = 1 NTRK3 G623E) followed by the gatekeeper region (13%, n = 2/15: n = 1 NTRK1 F589L, n = 1 NTRK3 F617I). Two patients developed off-target alterations. One acquired BRAF V600E mutation and the other MET amplification. Interestingly, solvent front mutation loss was observed in two patients who transitioned to and progressed on a second-generation TRK TKI. One patient with a baseline NTRK1 G595R mutation developed polyclonal resistance with acquisition of KRAS G12A and NTRK1 G667A alterations as well as NTRK1 G595R loss. The other patient with NTRK3 G623R developed an NTRK3 F617I gatekeeper mutation with NTRK3 G623R loss. Conclusions: In NTRK fusion-positive cancers, on-target resistance preferentially involving the solvent front is more frequent than off-target resistance to first-generation TKI therapy. Furthermore, the sequential use of second-generation therapy appears to alter the evolutionary kinetics of mutation retention and acquisition.
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Affiliation(s)
| | | | | | - Ezra Rosen
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - Clare Wilhelm
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Dazhi Liu
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Soo-Ryum Yang
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Patrick Evans
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Casey Savin
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Ronak H. Shah
- Memorial Sloan Kettering Cancer Center, New York, NY
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12
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Yang HT, Shah RH, Tegay D, Onel K. Precision oncology: lessons learned and challenges for the future. Cancer Manag Res 2019; 11:7525-7536. [PMID: 31616176 PMCID: PMC6698584 DOI: 10.2147/cmar.s201326] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [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: 01/12/2019] [Accepted: 07/08/2019] [Indexed: 12/31/2022] Open
Abstract
The decreasing cost of and increasing capacity of DNA sequencing has led to vastly increased opportunities for population-level genomic studies to discover novel genomic alterations associated with both Mendelian and complex phenotypes. To translate genomic findings clinically, a number of health care institutions have worked collaboratively or individually to initiate precision medicine programs. These precision medicine programs involve designing patient enrollment systems, tracking electronic health records, building biobank repositories, and returning results with actionable matched therapies. As cancer is a paradigm for genetic diseases and new therapies are increasingly tailored to attack genetic susceptibilities in tumors, these precision medicine programs are largely driven by the urgent need to perform genetic profiling on cancer patients in real time. Here, we review the current landscape of precision oncology and highlight challenges to be overcome and examples of benefits to patients. Furthermore, we make suggestions to optimize future precision oncology programs based upon the lessons learned from these "first generation" early adopters.
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Affiliation(s)
- Hsih-Te Yang
- Medical Genetics and Human Genomics, Department of Pediatrics, Northwell Health, New York, NY, USA
| | - Ronak H Shah
- Medical Genetics and Human Genomics, Department of Pediatrics, Northwell Health, New York, NY, USA
- Center for Research Informatics and Innovation, The Feinstein Institute for Medical Research, Northwell Health, New York, NY, USA
| | - David Tegay
- Medical Genetics and Human Genomics, Department of Pediatrics, Northwell Health, New York, NY, USA
| | - Kenan Onel
- The Icahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, New York, NY, USA
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13
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Zehir A, Benayed R, Shah RH, Syed A, Middha S, Kim HR, Srinivasan P, Gao J, Chakravarty D, Devlin SM, Hellmann MD, Barron DA, Schram AM, Hameed M, Dogan S, Ross DS, Hechtman JF, DeLair DF, Yao J, Mandelker DL, Cheng DT, Chandramohan R, Mohanty AS, Ptashkin RN, Jayakumaran G, Prasad M, Syed MH, Rema AB, Liu ZY, Nafa K, Borsu L, Sadowska J, Casanova J, Bacares R, Kiecka IJ, Razumova A, Son JB, Stewart L, Baldi T, Mullaney KA, Al-Ahmadie H, Vakiani E, Abeshouse AA, Penson AV, Jonsson P, Camacho N, Chang MT, Won HH, Gross BE, Kundra R, Heins ZJ, Chen HW, Phillips S, Zhang H, Wang J, Ochoa A, Wills J, Eubank M, Thomas SB, Gardos SM, Reales DN, Galle J, Durany R, Cambria R, Abida W, Cercek A, Feldman DR, Gounder MM, Hakimi AA, Harding JJ, Iyer G, Janjigian YY, Jordan EJ, Kelly CM, Lowery MA, Morris LGT, Omuro AM, Raj N, Razavi P, Shoushtari AN, Shukla N, Soumerai TE, Varghese AM, Yaeger R, Coleman J, Bochner B, Riely GJ, Saltz LB, Scher HI, Sabbatini PJ, Robson ME, Klimstra DS, Taylor BS, Baselga J, Schultz N, Hyman DM, Arcila ME, Solit DB, Ladanyi M, Berger MF. Erratum: Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients. Nat Med 2017; 23:1004. [PMID: 28777785 DOI: 10.1038/nm0817-1004c] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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14
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Zehir A, Benayed R, Shah RH, Syed A, Middha S, Kim HR, Srinivasan P, Gao J, Chakravarty D, Devlin SM, Hellmann MD, Barron DA, Schram AM, Hameed M, Dogan S, Ross DS, Hechtman JF, DeLair DF, Yao J, Mandelker DL, Cheng DT, Chandramohan R, Mohanty AS, Ptashkin RN, Jayakumaran G, Prasad M, Syed MH, Rema AB, Liu ZY, Nafa K, Borsu L, Sadowska J, Casanova J, Bacares R, Kiecka IJ, Razumova A, Son JB, Stewart L, Baldi T, Mullaney KA, Al-Ahmadie H, Vakiani E, Abeshouse AA, Penson AV, Jonsson P, Camacho N, Chang MT, Won HH, Gross BE, Kundra R, Heins ZJ, Chen HW, Phillips S, Zhang H, Wang J, Ochoa A, Wills J, Eubank M, Thomas SB, Gardos SM, Reales DN, Galle J, Durany R, Cambria R, Abida W, Cercek A, Feldman DR, Gounder MM, Hakimi AA, Harding JJ, Iyer G, Janjigian YY, Jordan EJ, Kelly CM, Lowery MA, Morris LGT, Omuro AM, Raj N, Razavi P, Shoushtari AN, Shukla N, Soumerai TE, Varghese AM, Yaeger R, Coleman J, Bochner B, Riely GJ, Saltz LB, Scher HI, Sabbatini PJ, Robson ME, Klimstra DS, Taylor BS, Baselga J, Schultz N, Hyman DM, Arcila ME, Solit DB, Ladanyi M, Berger MF. Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients. Nat Med 2017; 23:703-713. [PMID: 28481359 PMCID: PMC5461196 DOI: 10.1038/nm.4333] [Citation(s) in RCA: 2144] [Impact Index Per Article: 306.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Accepted: 04/04/2017] [Indexed: 02/07/2023]
Abstract
Tumor molecular profiling is a fundamental component of precision oncology, enabling the identification of genomic alterations in genes and pathways that can be targeted therapeutically. The existence of recurrent targetable alterations across distinct histologically defined tumor types, coupled with an expanding portfolio of molecularly targeted therapies, demands flexible and comprehensive approaches to profile clinically relevant genes across the full spectrum of cancers. We established a large-scale, prospective clinical sequencing initiative using a comprehensive assay, MSK-IMPACT, through which we have compiled tumor and matched normal sequence data from a unique cohort of more than 10,000 patients with advanced cancer and available pathological and clinical annotations. Using these data, we identified clinically relevant somatic mutations, novel noncoding alterations, and mutational signatures that were shared by common and rare tumor types. Patients were enrolled on genomically matched clinical trials at a rate of 11%. To enable discovery of novel biomarkers and deeper investigation into rare alterations and tumor types, all results are publicly accessible.
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Affiliation(s)
- Ahmet Zehir
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ryma Benayed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ronak H Shah
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Aijazuddin Syed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Sumit Middha
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Hyunjae R Kim
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Preethi Srinivasan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jianjiong Gao
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Debyani Chakravarty
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Sean M Devlin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Matthew D Hellmann
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - David A Barron
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Alison M Schram
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Meera Hameed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Snjezana Dogan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Dara S Ross
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jaclyn F Hechtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Deborah F DeLair
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - JinJuan Yao
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Diana L Mandelker
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Donavan T Cheng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Raghu Chandramohan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Abhinita S Mohanty
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ryan N Ptashkin
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Gowtham Jayakumaran
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Meera Prasad
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Mustafa H Syed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | | | - Zhen Y Liu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Khedoudja Nafa
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Laetitia Borsu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Justyna Sadowska
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jacklyn Casanova
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ruben Bacares
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Iwona J Kiecka
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Anna Razumova
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Julie B Son
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Lisa Stewart
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Tessara Baldi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Kerry A Mullaney
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Hikmat Al-Ahmadie
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Efsevia Vakiani
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Adam A Abeshouse
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Alexander V Penson
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Philip Jonsson
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Niedzica Camacho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Matthew T Chang
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Helen H Won
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Benjamin E Gross
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ritika Kundra
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Zachary J Heins
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Hsiao-Wei Chen
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Sarah Phillips
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Hongxin Zhang
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jiaojiao Wang
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Angelica Ochoa
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jonathan Wills
- Information Systems, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Michael Eubank
- Information Systems, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Stacy B Thomas
- Information Systems, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Stuart M Gardos
- Information Systems, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Dalicia N Reales
- Clinical Research Administration, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jesse Galle
- Clinical Research Administration, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Robert Durany
- Clinical Research Administration, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Roy Cambria
- Clinical Research Administration, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Wassim Abida
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Andrea Cercek
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Darren R Feldman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Mrinal M Gounder
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - A Ari Hakimi
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - James J Harding
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Gopa Iyer
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Yelena Y Janjigian
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Emmet J Jordan
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ciara M Kelly
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Maeve A Lowery
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Luc G T Morris
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Antonio M Omuro
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Nitya Raj
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Pedram Razavi
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | | | - Neerav Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Tara E Soumerai
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Anna M Varghese
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jonathan Coleman
- Clinical Research Administration, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Bernard Bochner
- Clinical Research Administration, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Gregory J Riely
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Leonard B Saltz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Howard I Scher
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Paul J Sabbatini
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Mark E Robson
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - David S Klimstra
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Barry S Taylor
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jose Baselga
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Nikolaus Schultz
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - David M Hyman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Maria E Arcila
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - David B Solit
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Michael F Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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15
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Ganesh K, Shah RH, Vakiani E, Nash GM, Skottowe HP, Yaeger R, Cercek A, Lincoln A, Tran C, Segal NH, Reidy DL, Varghese A, Epstein AS, Sonoda Y, Chi D, Guillem J, Temple L, Paty P, Hechtman J, Shia J, Weiser M, Aguilar JG, Kemeny N, Berger MF, Saltz L, Stadler ZK. Clinical and genetic determinants of ovarian metastases from colorectal cancer. Cancer 2016; 123:1134-1143. [PMID: 27875625 DOI: 10.1002/cncr.30424] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 09/07/2016] [Indexed: 01/03/2023]
Abstract
BACKGROUND Ovarian metastases from colorectal cancer (OM-CRC) often are unresponsive to chemotherapy and are associated with poor survival. To the authors' knowledge, the clinicopathologic and genomic predictors of OM-CRC are poorly characterized and optimal clinical management remains unclear. METHODS Women with a histopathological diagnosis of OM-CRC who were treated at Memorial Sloan Kettering Cancer Center from 1999 to 2015 were identified. Next-generation somatic mutation profiling (Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets [MSK-IMPACT]) was performed on 38 OM-CRC cases, including 21 matched tumor pairs/trios. Regression models were used to analyze variables associated with progression-free survival and overall survival (OS). RESULTS Kirsten Rat Sarcoma Viral Oncogene Homolog (KRAS), SMAD family member 4 (SMAD4), and neurotrophic receptor tyrosine kinase 1 (NTRK1) mutations were more frequent in cases of OM-CRC than in instances of CRC occurring without OM. SMAD4 and lysine methyltransferase 2D (KMT2D) mutations were associated with reduced OS. Matched multisite tumor sequencing did not identify OM-specific genomic alterations. Of the 195 patients who underwent oophorectomy for OM-CRC (median age, 49 years with a progression-free survival of 9.4 months and an OS of 23 months from oophorectomy), 76% had extraovarian metastasis (EOM). In multivariable analysis, residual disease after surgery (R2 resection) was associated with worse survival. Patients with EOM were less likely to achieve R0/R1 surgical resection status (complete macroscopic resection without clinical/radiological evidence of disease) (48% vs 94%). However, if R0/R1 resection status was achieved, both patients with (35.9 months vs 12 months) and without (43.2 months vs 14.5 months) EOM were found to have better OS. Among 114 patients with R0/R1 resection status, 23 (20%) had no disease recurrence, including 10 patients (9%) with > 3 years of follow-up. CONCLUSIONS Loss-of-function alterations in SMAD4 are frequent and predictive of worse survival in patients with OM-CRC. Similar to oligometastatic CRC to the lung or liver, surgical resection of OM-CRC is associated with a better outcome only if all macroscopic metastatic disease is resected. Cancer 2017;123:1134-1143. © 2016 American Cancer Society.
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Affiliation(s)
- Karuna Ganesh
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ronak H Shah
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Efsevia Vakiani
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Garrett M Nash
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrea Cercek
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Anne Lincoln
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Christina Tran
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Neil H Segal
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Diane L Reidy
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Anna Varghese
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew S Epstein
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Yukio Sonoda
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Dennis Chi
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jose Guillem
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Larissa Temple
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Philip Paty
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jaclyn Hechtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Martin Weiser
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Julio Garcia Aguilar
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nancy Kemeny
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael F Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Leonard Saltz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zsofia K Stadler
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
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16
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Vakiani E, Shah RH, Iacobuzio-Donahue C, Solit DB, Weiser MR. Abstract 2419: Anastomotic recurrences are clonally related to primary tumors in sporadic colorectal carcinoma. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-2419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background:
Anastomotic recurrences occur in 2-10% of colorectal carcinoma (CRC) cases after surgical resection of the primary tumor. To date there are no molecular data investigating their genetic profile and multiple theories exist as to their pathogenesis including re-growth of tumor cells present within local lymphatics after initial surgery, seeding of anastomosis by metastatic tumor cells and a second primary tumor. The aim of our study was to compare the genomic profile of anastomotic recurrences to that of matched primary tumors and, where available, to that of distant metastases.
Design:
Thirty-six tumors from 14 patients were genotyped using a hybridization capture-based next-generation sequencing assay for targeted deep sequencing of all exons and selected introns of 341 key cancer genes. All patients had resection of their primary tumor with clear margins and recurred either at the anastomotic line or in the peri-anastomotic area 1.1 to 7.0 years following resection of their primary tumor. In 3 patients 2 consecutive anastomotic recurrences were sequenced, while in 6 patients a distant metastasis that occurred 1.2 to 3 years prior to the anastomotic recurrence was also analyzed. All tumors were microsatellite stable except in one patient with genetically confirmed Lynch syndrome.
Results:
A total of 254 somatic mutations were detected including 140 mutations in the microsatellite stable cases. The most commonly mutated genes (mutated in > 3 patients) were APC, KRAS, TP53, PIK3CA, ATM and PIK3R1. In 13/14 patients the anastomotic recurrence(s) and primary tumor shared between 50-100% of mutations, including mutations in key driver genes such as APC, KRAS and TP53, consistent with these tumors being clonally related. In the patient with the Lynch syndrome the 2 tumors showed distinct somatic mutations suggestive of independent primaries. We identified eleven genetic events present in a distant metastasis and not in a primary tumor and none of these events was detected in the anastomotic recurrence arguing against re-seeding of the anastomotic site by a metastatic clone. All five patients with isolated anastomotic recurrence were free of disease 0.9 to 6.1 years following resection of their recurrent CRC.
Conclusions:
Anastomotic recurrences appear to be clonally related to the primary tumor in sporadic CRC cases. Our data also provide molecular data in support of the treatment of anastomotic recurrences as localized disease.
Citation Format: Efsevia Vakiani, Ronak H. Shah, Christine Iacobuzio-Donahue, David B. Solit, Martin R. Weiser. Anastomotic recurrences are clonally related to primary tumors in sporadic colorectal carcinoma. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2419.
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Affiliation(s)
| | - Ronak H. Shah
- Memorial Sloan-Kettering Cancer Center, New York, NY
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17
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Pentsova EI, Shah RH, Tang J, Boire A, You D, Briggs S, Omuro A, Lin X, Fleisher M, Grommes C, Panageas KS, Meng F, Selcuklu SD, Ogilvie S, Distefano N, Shagabayeva L, Rosenblum M, DeAngelis LM, Viale A, Mellinghoff IK, Berger MF. Evaluating Cancer of the Central Nervous System Through Next-Generation Sequencing of Cerebrospinal Fluid. J Clin Oncol 2016; 34:2404-15. [PMID: 27161972 PMCID: PMC4981784 DOI: 10.1200/jco.2016.66.6487] [Citation(s) in RCA: 263] [Impact Index Per Article: 32.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
PURPOSE Cancer spread to the central nervous system (CNS) often is diagnosed late and is unresponsive to therapy. Mechanisms of tumor dissemination and evolution within the CNS are largely unknown because of limited access to tumor tissue. MATERIALS AND METHODS We sequenced 341 cancer-associated genes in cell-free DNA from cerebrospinal fluid (CSF) obtained through routine lumbar puncture in 53 patients with suspected or known CNS involvement by cancer. RESULTS We detected high-confidence somatic alterations in 63% (20 of 32) of patients with CNS metastases of solid tumors, 50% (six of 12) of patients with primary brain tumors, and 0% (zero of nine) of patients without CNS involvement by cancer. Several patients with tumor progression in the CNS during therapy with inhibitors of oncogenic kinases harbored mutations in the kinase target or kinase bypass pathways. In patients with glioma, the most common malignant primary brain tumor in adults, examination of cell-free DNA uncovered patterns of tumor evolution, including temozolomide-associated mutations. CONCLUSION The study shows that CSF harbors clinically relevant genomic alterations in patients with CNS cancers and should be considered for liquid biopsies to monitor tumor evolution in the CNS.
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Affiliation(s)
- Elena I Pentsova
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Ronak H Shah
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Jiabin Tang
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Adrienne Boire
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Daoqi You
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Samuel Briggs
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Antonio Omuro
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Xuling Lin
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Martin Fleisher
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Christian Grommes
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Katherine S Panageas
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Fanli Meng
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - S Duygu Selcuklu
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Shahiba Ogilvie
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Natalie Distefano
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Larisa Shagabayeva
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Marc Rosenblum
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Lisa M DeAngelis
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Agnes Viale
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
| | - Ingo K Mellinghoff
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY.
| | - Michael F Berger
- Elena I. Pentsova, Ronak H. Shah, Jiabin Tang, Adrienne Boire, Daoqi You, Samuel Briggs, Antonio Omuro, Xuling Lin, Martin Fleisher, Christian Grommes, Katherine S. Panageas, Fanli Meng, S. Duygu Selcuklu, Shahiba Ogilvie, Natalie Distefano, Larisa Shagabayeva, Marc Rosenblum, Lisa M. DeAngelis, Agnes Viale, Ingo K. Mellinghoff, and Michael F. Berger, Memorial Sloan Kettering Cancer Center; Ingo K. Mellinghoff, Weill-Cornell Graduate School of Biomedical Sciences; and Michael F. Berger, Weill-Cornell Medical College, New York, NY
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18
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Landa I, Ibrahimpasic T, Boucai L, Sinha R, Knauf JA, Shah RH, Dogan S, Ricarte-Filho JC, Krishnamoorthy GP, Xu B, Schultz N, Berger MF, Sander C, Taylor BS, Ghossein R, Ganly I, Fagin JA. Genomic and transcriptomic hallmarks of poorly differentiated and anaplastic thyroid cancers. J Clin Invest 2016; 126:1052-66. [PMID: 26878173 DOI: 10.1172/jci85271] [Citation(s) in RCA: 735] [Impact Index Per Article: 91.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 01/04/2016] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Poorly differentiated thyroid cancer (PDTC) and anaplastic thyroid cancer (ATC) are rare and frequently lethal tumors that so far have not been subjected to comprehensive genetic characterization. METHODS We performed next-generation sequencing of 341 cancer genes from 117 patient-derived PDTCs and ATCs and analyzed the transcriptome of a representative subset of 37 tumors. Results were analyzed in the context of The Cancer Genome Atlas study (TCGA study) of papillary thyroid cancers (PTC). RESULTS Compared to PDTCs, ATCs had a greater mutation burden, including a higher frequency of mutations in TP53, TERT promoter, PI3K/AKT/mTOR pathway effectors, SWI/SNF subunits, and histone methyltransferases. BRAF and RAS were the predominant drivers and dictated distinct tropism for nodal versus distant metastases in PDTC. RAS and BRAF sharply distinguished between PDTCs defined by the Turin (PDTC-Turin) versus MSKCC (PDTC-MSK) criteria, respectively. Mutations of EIF1AX, a component of the translational preinitiation complex, were markedly enriched in PDTCs and ATCs and had a striking pattern of co-occurrence with RAS mutations. While TERT promoter mutations were rare and subclonal in PTCs, they were clonal and highly prevalent in advanced cancers. Application of the TCGA-derived BRAF-RAS score (a measure of MAPK transcriptional output) revealed a preserved relationship with BRAF/RAS mutation in PDTCs, whereas ATCs were BRAF-like irrespective of driver mutation. CONCLUSIONS These data support a model of tumorigenesis whereby PDTCs and ATCs arise from well-differentiated tumors through the accumulation of key additional genetic abnormalities, many of which have prognostic and possible therapeutic relevance. The widespread genomic disruptions in ATC compared with PDTC underscore their greater virulence and higher mortality. FUNDING This work was supported in part by NIH grants CA50706, CA72597, P50-CA72012, P30-CA008748, and 5T32-CA160001; the Lefkovsky Family Foundation; the Society of Memorial Sloan Kettering; the Byrne fund; and Cycle for Survival.
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19
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Wiesner T, Lee W, Obenauf AC, Ran L, Murali R, Zhang QF, Wong EWP, Hu W, Scott SN, Shah RH, Landa I, Button J, Lailler N, Sboner A, Gao D, Murphy DA, Cao Z, Shukla S, Hollmann TJ, Wang L, Borsu L, Merghoub T, Schwartz GK, Postow MA, Ariyan CE, Fagin JA, Zheng D, Ladanyi M, Busam KJ, Berger MF, Chen Y, Chi P. Alternative transcription initiation leads to expression of a novel ALK isoform in cancer. Nature 2015; 526:453-7. [PMID: 26444240 DOI: 10.1038/nature15258] [Citation(s) in RCA: 155] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Accepted: 07/28/2015] [Indexed: 12/18/2022]
Abstract
Activation of oncogenes by mechanisms other than genetic aberrations such as mutations, translocations, or amplifications is largely undefined. Here we report a novel isoform of the anaplastic lymphoma kinase (ALK) that is expressed in ∼11% of melanomas and sporadically in other human cancer types, but not in normal tissues. The novel ALK transcript initiates from a de novo alternative transcription initiation (ATI) site in ALK intron 19, and was termed ALK(ATI). In ALK(ATI)-expressing tumours, the ATI site is enriched for H3K4me3 and RNA polymerase II, chromatin marks characteristic of active transcription initiation sites. ALK(ATI) is expressed from both ALK alleles, and no recurrent genetic aberrations are found at the ALK locus, indicating that the transcriptional activation is independent of genetic aberrations at the ALK locus. The ALK(ATI) transcript encodes three proteins with molecular weights of 61.1, 60.8 and 58.7 kilodaltons, consisting primarily of the intracellular tyrosine kinase domain. ALK(ATI) stimulates multiple oncogenic signalling pathways, drives growth-factor-independent cell proliferation in vitro, and promotes tumorigenesis in vivo in mouse models. ALK inhibitors can suppress the kinase activity of ALK(ATI), suggesting that patients with ALK(ATI)-expressing tumours may benefit from ALK inhibitors. Our findings suggest a novel mechanism of oncogene activation in cancer through de novo alternative transcription initiation.
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Affiliation(s)
- Thomas Wiesner
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Dermatology, Medical University of Graz, 8010 Graz, Austria
| | - William Lee
- Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Anna C Obenauf
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Leili Ran
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Rajmohan Murali
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Qi Fan Zhang
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Elissa W P Wong
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Wenhuo Hu
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Sasinya N Scott
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Ronak H Shah
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Iñigo Landa
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Julia Button
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Nathalie Lailler
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College/New York Presbyterian Hospital, New York 10065, USA.,Institute for Computational Biomedicine, Weill Cornell Medical College/New York Presbyterian Hospital, New York 10065, USA.,Institute for Precision Medicine, Weill Cornell Medical College/New York Presbyterian Hospital, New York, USA
| | - Dong Gao
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Devan A Murphy
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Zhen Cao
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Shipra Shukla
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Travis J Hollmann
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Lu Wang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Laetitia Borsu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Taha Merghoub
- Immunology Program, Memorial Sloan Kettering Cancer Center 10065, New York, USA
| | - Gary K Schwartz
- Herbert Irving Comprehensive Cancer Center, Columbia University Cancer Center, New York 10032, USA
| | - Michael A Postow
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Medicine, Weill Cornell Medical College, New York 10065, USA
| | - Charlotte E Ariyan
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - James A Fagin
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Medicine, Weill Cornell Medical College, New York 10065, USA
| | - Deyou Zheng
- Department of Neurology, Albert Einstein College of Medicine, New York 10461, USA.,Department of Genetics, Albert Einstein College of Medicine, New York 10461, USA.,Department of Neuroscience, Albert Einstein College of Medicine, New York 10461, USA
| | - Marc Ladanyi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Klaus J Busam
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Michael F Berger
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York 10065, USA
| | - Yu Chen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Medicine, Weill Cornell Medical College, New York 10065, USA
| | - Ping Chi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York 10065, USA.,Department of Medicine, Weill Cornell Medical College, New York 10065, USA
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20
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Sfakianos JP, Cha EK, Iyer G, Scott SN, Zabor EC, Shah RH, Ren Q, Bagrodia A, Kim PH, Hakimi AA, Ostrovnaya I, Ramirez R, Hanrahan AJ, Desai NB, Sun A, Pinciroli P, Rosenberg JE, Dalbagni G, Schultz N, Bajorin DF, Reuter VE, Berger MF, Bochner BH, Al-Ahmadie HA, Solit DB, Coleman JA. Genomic Characterization of Upper Tract Urothelial Carcinoma. Eur Urol 2015; 68:970-7. [PMID: 26278805 DOI: 10.1016/j.eururo.2015.07.039] [Citation(s) in RCA: 183] [Impact Index Per Article: 20.3] [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: 04/10/2015] [Accepted: 07/16/2015] [Indexed: 11/20/2022]
Abstract
BACKGROUND Despite a similar histologic appearance, upper tract urothelial carcinoma (UTUC) and urothelial carcinoma of the bladder (UCB) tumors have distinct epidemiologic and clinicopathologic differences. OBJECTIVE To investigate whether the differences between UTUC and UCB result from intrinsic biological diversity. DESIGN, SETTING, AND PARTICIPANTS Tumor and germline DNA from patients with UTUC (n=83) and UCB (n=102) were analyzed using a custom next-generation sequencing assay to identify somatic mutations and copy number alterations in 300 cancer-associated genes. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS We described co-mutation patterns and copy number alterations in UTUC. We also compared mutation frequencies in high-grade UTUC (n=59) and high-grade UCB (n=102). RESULTS AND LIMITATIONS Comparison of high-grade UTUC and UCB revealed significant differences in the prevalence of somatic alterations. Genes altered more commonly in high-grade UTUC included FGFR3 (35.6% vs 21.6%; p=0.065), HRAS (13.6% vs 1.0%; p=0.001), and CDKN2B (15.3% vs 3.9%; p=0.016). Genes less frequently mutated in high-grade UTUC included TP53 (25.4% vs 57.8%; p<0.001), RB1 (0.0% vs 18.6%; p<0.001), and ARID1A (13.6% vs 27.5%; p=0.050). Because our assay was restricted to genomic alterations in a targeted panel, rare mutations and epigenetic changes were not analyzed. CONCLUSIONS High-grade UTUC tumors display a spectrum of genetic alterations similar to high-grade UCB. However, there were significant differences in the prevalence of several recurrently mutated genes including HRAS, TP53, and RB1. As relevant targeted inhibitors are being developed and tested, these results may have important implications for the site-specific management of patients with urothelial carcinoma. PATIENT SUMMARY Comparison of next-generation sequencing of upper tract urothelial carcinoma (UTUC) with urothelial bladder cancer identified that similar mutations were present in both cancer types but at different frequencies, indicating a potential need for unique management strategies. UTUC tumors were found to have a high rate of mutations that could be targeted with novel therapies.
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Affiliation(s)
- John P Sfakianos
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Eugene K Cha
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Gopa Iyer
- Department of Medicine, Genitourinary Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA
| | - Sasinya N Scott
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emily C Zabor
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronak H Shah
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Qinghu Ren
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Aditya Bagrodia
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Philip H Kim
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A Ari Hakimi
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Irina Ostrovnaya
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ricardo Ramirez
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Aphrothiti J Hanrahan
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Neil B Desai
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Arony Sun
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Patrizia Pinciroli
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Jonathan E Rosenberg
- Department of Medicine, Genitourinary Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA
| | - Guido Dalbagni
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA
| | - Nikolaus Schultz
- Department of Epidemiology and Biostatistics, Computational Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dean F Bajorin
- Department of Medicine, Genitourinary Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA
| | - Victor E Reuter
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA
| | - Michael F Berger
- Weill Medical College of Cornell University, New York, NY, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Bernard H Bochner
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA
| | - Hikmat A Al-Ahmadie
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David B Solit
- Department of Medicine, Genitourinary Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jonathan A Coleman
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College of Cornell University, New York, NY, USA
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Hechtman JF, Liu W, Sadowska J, Zhen L, Borsu L, Arcila ME, Won HH, Shah RH, Berger MF, Vakiani E, Shia J, Klimstra DS. Sequencing of 279 cancer genes in ampullary carcinoma reveals trends relating to histologic subtypes and frequent amplification and overexpression of ERBB2 (HER2). Mod Pathol 2015; 28:1123-9. [PMID: 25975284 PMCID: PMC4977532 DOI: 10.1038/modpathol.2015.57] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Revised: 03/10/2015] [Accepted: 03/10/2015] [Indexed: 12/13/2022]
Abstract
The biological relevance of histological subtyping of ampullary carcinoma into intestinal vs pancreaticobiliary types remains to be determined. In an effort to molecularly profile these subtypes of ampullary carcinomas, we conducted a two-phase study. In the discovery phase, we identified 18 pancreatobiliary-type ampullary carcinomas and 14 intestinal-type ampullary carcinomas using stringent pathologic criteria and performed next-generation sequencing targeting 279 cancer-associated genes on these tumors. Although the results showed overlapping of genomic alterations between the two subtypes, trends including more frequent KRAS alterations in pancreatobiliary-type ampullary carcinoma (61 vs 29%) and more frequent mutations in APC in intestinal-type ampullary carcinoma (43 vs 17%) were observed. Of the entire cohort of 32 tumors, the most frequently mutated gene was TP53 (n=17); the most frequently amplified gene was ERBB2 (n=5); and the most frequently deleted gene was CDKN2A (n=6). In the second phase of the study, we aimed at validating our observation on ERBB2 and assessed ERBB2 amplification and protein overexpression in a series of 100 ampullary carcinomas. We found that (1) gene amplification and immunohistochemical overexpression of ERBB2 occurred in 13% of all ampullary carcinomas, therefore providing a potential target for anti-HER2 therapy in these tumors; (2) amplification and immunohistochemical expression correlated in all cases, thus indicating that immunohistochemistry could be used to screen tumors; and (3) none of the 14 ERBB2-amplified tumors harbored any downstream driver mutations in KRAS/NRAS, whereas 56% of the cases negative for ERBB2 amplification did, an observation clinically pertinent as downstream mutations may cause primary resistance to inhibition of EGFR family members.
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Affiliation(s)
- Jaclyn F Hechtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Weiguo Liu
- Department of Pathology, University of Buffalo, Buffalo, NY, USA
| | - Justyna Sadowska
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lisa Zhen
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Laetitia Borsu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria E Arcila
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Helen H Won
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronak H Shah
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Efsevia Vakiani
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David S Klimstra
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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22
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Cheng DT, Mitchell TN, Zehir A, Shah RH, Benayed R, Syed A, Chandramohan R, Liu ZY, Won HH, Scott SN, Brannon AR, O'Reilly C, Sadowska J, Casanova J, Yannes A, Hechtman JF, Yao J, Song W, Ross DS, Oultache A, Dogan S, Borsu L, Hameed M, Nafa K, Arcila ME, Ladanyi M, Berger MF. Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT): A Hybridization Capture-Based Next-Generation Sequencing Clinical Assay for Solid Tumor Molecular Oncology. J Mol Diagn 2015; 17:251-64. [PMID: 25801821 DOI: 10.1016/j.jmoldx.2014.12.006] [Citation(s) in RCA: 1423] [Impact Index Per Article: 158.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2014] [Revised: 11/20/2014] [Accepted: 12/18/2014] [Indexed: 01/17/2023] Open
Abstract
The identification of specific genetic alterations as key oncogenic drivers and the development of targeted therapies are together transforming clinical oncology and creating a pressing need for increased breadth and throughput of clinical genotyping. Next-generation sequencing assays allow the efficient and unbiased detection of clinically actionable mutations. To enable precision oncology in patients with solid tumors, we developed Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT), a hybridization capture-based next-generation sequencing assay for targeted deep sequencing of all exons and selected introns of 341 key cancer genes in formalin-fixed, paraffin-embedded tumors. Barcoded libraries from patient-matched tumor and normal samples were captured, sequenced, and subjected to a custom analysis pipeline to identify somatic mutations. Sensitivity, specificity, reproducibility of MSK-IMPACT were assessed through extensive analytical validation. We tested 284 tumor samples with previously known point mutations and insertions/deletions in 47 exons of 19 cancer genes. All known variants were accurately detected, and there was high reproducibility of inter- and intrarun replicates. The detection limit for low-frequency variants was approximately 2% for hotspot mutations and 5% for nonhotspot mutations. Copy number alterations and structural rearrangements were also reliably detected. MSK-IMPACT profiles oncogenic DNA alterations in clinical solid tumor samples with high accuracy and sensitivity. Paired analysis of tumors and patient-matched normal samples enables unambiguous detection of somatic mutations to guide treatment decisions.
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Affiliation(s)
- Donavan T Cheng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Talia N Mitchell
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ahmet Zehir
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ronak H Shah
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ryma Benayed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Aijazuddin Syed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Raghu Chandramohan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zhen Yu Liu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Helen H Won
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sasinya N Scott
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - A Rose Brannon
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Catherine O'Reilly
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Justyna Sadowska
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jacklyn Casanova
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Angela Yannes
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jaclyn F Hechtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jinjuan Yao
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Wei Song
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Dara S Ross
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alifya Oultache
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Snjezana Dogan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Laetitia Borsu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Meera Hameed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Khedoudja Nafa
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Maria E Arcila
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael F Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.
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23
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Shah RH, Scott SN, Brannon AR, Levine DA, Lin O, Berger MF. Comprehensive mutation profiling by next-generation sequencing of effusion fluids from patients with high-grade serous ovarian carcinoma. Cancer Cytopathol 2015; 123:289-97. [PMID: 25655233 DOI: 10.1002/cncy.21522] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [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: 11/13/2014] [Revised: 12/14/2014] [Accepted: 12/16/2014] [Indexed: 12/30/2022]
Abstract
BACKGROUND Mutation analysis for personalized treatment has become increasingly important in the management of different types of cancer. The advent of new DNA extraction protocols and sequencing platforms with reduced DNA input requirements might allow the use of cytology specimens for high-throughput mutation analysis. In this study, the authors evaluated the use of effusion fluid for next-generation sequencing-based, multigene mutation profiling. METHODS Four specimens from each of 5 patients who had at least stage III, high-grade serous ovarian carcinoma were selected: effusion fluid; frozen tumor; formalin-fixed, paraffin embedded tumor; and matched normal blood. Frozen tumors from each patient were previously characterized by The Cancer Genomic Atlas (TCGA). DNA was extracted from all specimens and was sequenced using a custom hybridization capture-based assay. Genomic alterations were compared among all specimens from each patient as well as with mutations reported in TCGA for the same tumors. RESULTS In total, 17 distinct somatic mutations were identified in the cohort. Ten of 17 mutations were reported in TCGA and were called in all 3 malignant specimens procured from the patients. Of the remaining 7 mutations, 2 were called in all 3 specimens, and the other 5 were sample-specific. Two mutations were detected only in the cytology specimens. Copy number profiles were concordant among the tumors analyzed. CONCLUSIONS Cytology specimens represent suitable material for high-throughput sequencing, because all mutations described by TCGA were independently identified in the effusion fluid. Differences in mutations detected in samples procured from the same patient may reflect tumor heterogeneity.
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Affiliation(s)
- Ronak H Shah
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sasinya N Scott
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - A Rose Brannon
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Douglas A Levine
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Oscar Lin
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael F Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
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24
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Juric D, Castel P, Griffith M, Griffith OL, Won HH, Ellis H, Ebbesen SH, Ainscough BJ, Ramu A, Iyer G, Shah RH, Huynh T, Mino-Kenudson M, Sgroi D, Isakoff S, Thabet A, Elamine L, Solit DB, Lowe SW, Quadt C, Peters M, Derti A, Schegel R, Huang A, Mardis ER, Berger MF, Baselga J, Scaltriti M. Convergent loss of PTEN leads to clinical resistance to a PI(3)Kα inhibitor. Nature 2014; 518:240-4. [PMID: 25409150 PMCID: PMC4326538 DOI: 10.1038/nature13948] [Citation(s) in RCA: 430] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Accepted: 10/07/2014] [Indexed: 12/12/2022]
Abstract
The feasibility of performing broad and deep tumour genome sequencing has shed new light into tumour heterogeneity and provided important insights into the evolution of metastases arising from different clones1,2. To add an additional layer of complexity, tumour evolution may be influenced by selective pressure provided by therapy, in a similar fashion as it occurs in infectious diseases. Here, we have studied the tumour genomic evolution in a patient with metastatic breast cancer bearing an activating PIK3CA mutation. The patient was treated with the PI3Kα inhibitor BYL719 and achieved a lasting clinical response, although eventually progressed to treatment and died shortly thereafter. A rapid autopsy was performed and a total of 14 metastatic sites were collected and sequenced. All metastatic lesions, when compared to the pre-treatment tumour, had a copy loss of PTEN, and those lesions that became refractory to BYL719 had additional and different PTEN genetic alterations, resulting in the loss of PTEN expression. Acquired bi-allelic loss of PTEN was found in one additional patient treated with BYL719 whereas in two patients PIK3CA mutations present in the primary tumour were no longer detected at the time of progression. To functionally characterize our findings, inducible PTEN knockdown in sensitive cells resulted in resistance to BYL719, while simultaneous PI3Kp110β blockade reverted this resistance phenotype, both in cell lines and in PTEN-null xenografts derived from our patient. We conclude that parallel genetic evolution of separate sites with different PTEN genomic alterations leads to a convergent PTEN- null phenotype resistant to PI3Kα inhibition.
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Affiliation(s)
- Dejan Juric
- Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, Massachusetts 02114, USA
| | - Pau Castel
- Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Malachi Griffith
- 1] Department of Genetics, Washington University School of Medicine, 4566 Scott Avenue, St Louis, Missouri 63110, USA [2] Siteman Cancer Center, Washington University School of Medicine, 660 South Euclid Avenue, St Louis, Missouri 63110, USA [3] The Genome Institute, Washington University School of Medicine, 4444 Forest Park Avenue, St Louis, Missouri 63108, USA
| | - Obi L Griffith
- 1] Siteman Cancer Center, Washington University School of Medicine, 660 South Euclid Avenue, St Louis, Missouri 63110, USA [2] The Genome Institute, Washington University School of Medicine, 4444 Forest Park Avenue, St Louis, Missouri 63108, USA [3] Department of Medicine, Washington University School of Medicine, 660 South Euclid Avenue, St Louis, Missouri 63110, USA
| | - Helen H Won
- 1] Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA [2] Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Haley Ellis
- Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Saya H Ebbesen
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Benjamin J Ainscough
- The Genome Institute, Washington University School of Medicine, 4444 Forest Park Avenue, St Louis, Missouri 63108, USA
| | - Avinash Ramu
- The Genome Institute, Washington University School of Medicine, 4444 Forest Park Avenue, St Louis, Missouri 63108, USA
| | - Gopa Iyer
- 1] Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA [2] Division of Genitourinary Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Ronak H Shah
- Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Tiffany Huynh
- Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, Massachusetts 02114, USA
| | - Mari Mino-Kenudson
- Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, Massachusetts 02114, USA
| | - Dennis Sgroi
- Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, Massachusetts 02114, USA
| | - Steven Isakoff
- Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, Massachusetts 02114, USA
| | - Ashraf Thabet
- Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, Massachusetts 02114, USA
| | - Leila Elamine
- Massachusetts General Hospital Cancer Center, 55 Fruit Street, Boston, Massachusetts 02114, USA
| | - David B Solit
- 1] Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA [2] Division of Genitourinary Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Scott W Lowe
- 1] Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA [2] Howard Hughes Medical Institute, Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Cornelia Quadt
- Novartis Pharma AG, Forum 1, Novartis Campus, CH-4056 Basel, Switzerland
| | - Malte Peters
- Novartis Pharma AG, Forum 1, Novartis Campus, CH-4056 Basel, Switzerland
| | - Adnan Derti
- Oncology Translational Medicine, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts 02139, USA
| | - Robert Schegel
- Oncology Translational Medicine, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts 02139, USA
| | - Alan Huang
- Oncology Translational Medicine, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts 02139, USA
| | - Elaine R Mardis
- 1] Department of Genetics, Washington University School of Medicine, 4566 Scott Avenue, St Louis, Missouri 63110, USA [2] Siteman Cancer Center, Washington University School of Medicine, 660 South Euclid Avenue, St Louis, Missouri 63110, USA [3] The Genome Institute, Washington University School of Medicine, 4444 Forest Park Avenue, St Louis, Missouri 63108, USA [4] Department of Medicine, Washington University School of Medicine, 660 South Euclid Avenue, St Louis, Missouri 63110, USA
| | - Michael F Berger
- 1] Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA [2] Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - José Baselga
- 1] Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA [2] Breast Medicine Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
| | - Maurizio Scaltriti
- Human Oncology and Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 20, New York, New York 10065, USA
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25
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Brannon AR, Vakiani E, Sylvester BE, Scott SN, McDermott G, Shah RH, Kania K, Viale A, Oschwald DM, Vacic V, Emde AK, Cercek A, Yaeger R, Kemeny NE, Saltz LB, Shia J, D'Angelica MI, Weiser MR, Solit DB, Berger MF. Comparative sequencing analysis reveals high genomic concordance between matched primary and metastatic colorectal cancer lesions. Genome Biol 2014; 15:454. [PMID: 25164765 PMCID: PMC4189196 DOI: 10.1186/s13059-014-0454-7] [Citation(s) in RCA: 265] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Accepted: 08/22/2014] [Indexed: 12/14/2022] Open
Abstract
Background Colorectal cancer is the second leading cause of cancer death in the United States, with over 50,000 deaths estimated in 2014. Molecular profiling for somatic mutations that predict absence of response to anti-EGFR therapy has become standard practice in the treatment of metastatic colorectal cancer; however, the quantity and type of tissue available for testing is frequently limited. Further, the degree to which the primary tumor is a faithful representation of metastatic disease has been questioned. As next-generation sequencing technology becomes more widely available for clinical use and additional molecularly targeted agents are considered as treatment options in colorectal cancer, it is important to characterize the extent of tumor heterogeneity between primary and metastatic tumors. Results We performed deep coverage, targeted next-generation sequencing of 230 key cancer-associated genes for 69 matched primary and metastatic tumors and normal tissue. Mutation profiles were 100% concordant for KRAS, NRAS, and BRAF, and were highly concordant for recurrent alterations in colorectal cancer. Additionally, whole genome sequencing of four patient trios did not reveal any additional site-specific targetable alterations. Conclusions Colorectal cancer primary tumors and metastases exhibit high genomic concordance. As current clinical practices in colorectal cancer revolve around KRAS, NRAS, and BRAF mutation status, diagnostic sequencing of either primary or metastatic tissue as available is acceptable for most patients. Additionally, consistency between targeted sequencing and whole genome sequencing results suggests that targeted sequencing may be a suitable strategy for clinical diagnostic applications. Electronic supplementary material The online version of this article (doi:10.1186/s13059-014-0454-7) contains supplementary material, which is available to authorized users.
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26
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Won HH, Scott SN, Brannon AR, Shah RH, Berger MF. Detecting somatic genetic alterations in tumor specimens by exon capture and massively parallel sequencing. J Vis Exp 2013:e50710. [PMID: 24192750 DOI: 10.3791/50710] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Efforts to detect and investigate key oncogenic mutations have proven valuable to facilitate the appropriate treatment for cancer patients. The establishment of high-throughput, massively parallel "next-generation" sequencing has aided the discovery of many such mutations. To enhance the clinical and translational utility of this technology, platforms must be high-throughput, cost-effective, and compatible with formalin-fixed paraffin embedded (FFPE) tissue samples that may yield small amounts of degraded or damaged DNA. Here, we describe the preparation of barcoded and multiplexed DNA libraries followed by hybridization-based capture of targeted exons for the detection of cancer-associated mutations in fresh frozen and FFPE tumors by massively parallel sequencing. This method enables the identification of sequence mutations, copy number alterations, and select structural rearrangements involving all targeted genes. Targeted exon sequencing offers the benefits of high throughput, low cost, and deep sequence coverage, thus conferring high sensitivity for detecting low frequency mutations.
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Affiliation(s)
- Helen H Won
- Department of Pathology, Memorial Sloan-Kettering Cancer Center
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27
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Shah RH, Sabbagh W, Arnstein PM. Photosensitivity reaction in a longstanding scar. British Journal of Plastic Surgery 2004; 57:181-3. [PMID: 15037186 DOI: 10.1016/j.bjps.2003.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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28
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Rizvi N, Shah RH, Inayat N, Hussain N. Differences in clinical presentation of pulmonary tuberculosis in association with age. J PAK MED ASSOC 2003; 53:321-4. [PMID: 14558733] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/27/2023]
Abstract
OBJECTIVE To study the differences in presentation of pulmonary tuberculosis in young adult and elderly patients. DESIGN A prospective study was conducted between December 1999 to May 2000, which included all the patients presenting with pulmonary tuberculosis at the Department of Thoracic Medicine, Jinnah Postgraduate Medical Centre (JPMC), Karachi. PATIENTS AND METHODS There were 67 young adult (mean age 30.63 yrs) and 36 elderly patients (mean age 65.92 yrs) with pulmonary tuberculosis. The difference in presentation of two groups were analyzed for statistical difference. Chi-square test was used for testing difference of percentage. The students t-test was used for testing difference of mean. The P<0.05 level of significance was adopted. RESULTS The elderly patients were more likely to have dyspnoea (73% vs 23.9% P<0.001) and non-specific symptoms (62.2% vs 17.9% P<0.001) but less haemoptysis (21.6% vs 46.3% P<0.01). The chest radiograph in elderly patients more commonly had extensive bilateral infiltration (32.4% vs 14.9% P<0.03) and lower zone infiltration (37.8% vs 3% P<0.001). CONCLUSION The result of our study suggests that elderly patients with pulmonary tuberculosis were more likely to present with dyspnoea, non-specific symptoms and atypical radiographic appearance.
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Affiliation(s)
- N Rizvi
- Department of Thoracic Medicine, Jinnah Postgraduate Medical Centre, Karachi
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29
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Bedi GS, Shah RH, Bahl OP. Studies on Turbatrix aceti beta-N-acetylglucosaminidase. 1. Purification and physicochemical characterization. Arch Biochem Biophys 1984; 233:237-50. [PMID: 6465897 DOI: 10.1016/0003-9861(84)90622-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
N-Acetyl-beta-D-glucosaminidase was purified, from the culture medium of the nematode Turbatrix aceti, to homogeneity, as judged by electrophoresis in polyacrylamide gel and ultracentrifugation. The purification scheme involved the following steps: (i) concentration of the culture medium by ultra-filtration by an Amicon PM-30 membrane; (ii) ammonium sulfate precipitation; (iii) DEAE-Sephadex and (iv) Sephadex G-200 chromatography; and (v) affinity chromatography on succinyldiaminopropyl amino-Sepharose bearing the ligand p-aminophenyl 2-acetamido-2-deoxy-1-thio-beta-D-glucopyranoside. The molecular weight of the enzyme was 112,000 +/- 4800 and 124,000 as determined by polyacrylamide gel electrophoresis and by gel filtration through Sephacryl S-200, respectively. The enzyme showed a pH optimum of 4.8 for N-acetylglucosaminidase and 5.4 for N-acetylgalactosaminidase. The detailed substrate specificity studies were carried out on both synthetic and natural oligosaccharides and glycopeptides. The chitin oligosaccharides and asialo-agalacto complex type as well as high mannose-type glycoproteins such as fetuin and ovalbumin, respectively, were good substrates for the enzyme. Substrate analogs in which the oxygen atom of the acetamido group was replaced by sulfur atom proved to be poor substrates.
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Abstract
The purified beta-N-acetylglucosaminidase isolated from Turbatrix aceti hydrolyzes both p-nitrophenyl 2-acetamido-2-deoxy-beta-D-gluco- and beta-D-galactopyranosides. The enzyme had Km values of 0.28 and 0.23 mM, Vmax values of 104 and 69 mumol min-1 mg protein-1, and activation energies of 11.7 and 9.9 kcal/mol for the two substrates, respectively. Several lines of experimental evidence show that both beta-N-acetylglucosaminidase and beta-N-acetylgalactosaminidase activities reside in the same molecule at a single catalytic site. Substrate analogs were synthesized in which the acetamido group of p-nitrophenyl 2-acetamido-2-deoxy-beta-D-gluco- and galactopyranoside, and their 1-thio analogs was modified by replacement of the amido-carbonyl oxygen with sulfur. These substrate analogs competitively inhibited both enzymatic activities. Analysis of the inhibition data indicates that a single catalytic site of the enzyme is responsible for both beta-N-acetylglucosaminidase and beta-N-acetylgalactosaminidase activities. Competition kinetics between the two substrates further confirm the presence of a single active site for both activities. The pH dependence of the hydrolysis of p-nitrophenyl 2-acetamido-2-deoxy-beta-D-gluco- and beta-D-galactopyranosides has been determined. pKe1 and pKe2 values of 4.7 and 5.2, determined from the dependence of log Vmax/Km on pH, suggest that two carboxyl groups are involved in the reaction mechanism. The heats of ionization of the groups further confirm the above results.
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Kessler MJ, Reddy MS, Shah RH, Bahl OP. Structures of N-glycosidic carbohydrate units of human chorionic gonadotropin. J Biol Chem 1979; 254:7901-8. [PMID: 468797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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Jones CS, Shah RH, Kosman DJ, Bahl OP. Glycosidases. Ligands for affinity chromatography. III. Syntheses of p-aminophenyl 2-acetamido-2-deoxy-1-thio-beta-D-glucopyranoside and -galactopyranoside. Carbohydr Res 1974; 36:241-5. [PMID: 4426051 DOI: 10.1016/s0008-6215(00)83044-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Roberts RM, Shah RH, Golebiewski A, Loewus F. Incorporation of methanol into pectic substance. Plant Physiol 1967; 42:1737-42. [PMID: 16656713 PMCID: PMC1086790 DOI: 10.1104/pp.42.12.1737] [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] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Others have shown that l-methionine is utilized in the biosynthesis of methyl ester groups in pectic substance. Methanol, like l-methionine, is used for methyl ester biosynthesis by detached parsley leaves (Petroselinum crispum). When a combination of methanol-(3)H and methanol-(14)C is given to parsley leaves, methanol recovered from pectic substance by alkaline hydrolysis has a (3)H/(14)C ratio about one-fourth that of the mixture administered. Unlike l-methionine, methanol is oxidized prior to its utilization as a carbon source for methyl ester biosynthesis.Parsley leaves given methyl d-galacturonate-methyl-(14)C also form pectic substance in which methyl groups are labeled but incorporation appears to proceed by way of methanol metabolism after hydrolysis of methyl d-galacturonate.
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Affiliation(s)
- R M Roberts
- Department of Biology, State University of New York, Buffalo, New York 14214
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Abstract
The biosynthesis of apiose was investigated in cell wall polysaccharide of Lemna gibba G3 (duckweed) and in detached leaves of Petroselinum crispum (parsley). Lemna grown either in short days or in continuous light incorporated (14)C from a medium containing myo-inositol-2-(14)C into d-apiosyl and d-xylosyl units of cell wall polysaccharides. Labeled d-apiose was characterized by paper chromatography, by formation of labeled crystalline di-O-isopropylidene d-apiose, and by gas chromatography of trimethylsilyl derivatives of apiose and of its sodium borohydride reduction product, apiitol. Periodate oxidation of labeled apiose revealed 86 to 94% of the (14)C was located in formaldehyde fragments corresponding to C3' and C4. Comparison of this result with work reported by Grisebach and Doebereiner and by Beck and Kandler supports the conclusion that myo-inositol-2-(14)C was converted to d-apiose labeled specifically at C4.When l-arabinose-l-(14)C was supplied to Lemna, both l-arabinosyl and d-xylosyl units of cell wall polysaccharides became labeled, but no (14)C was found in d-apiose. Analysis of the medium external to the plants revealed the presence of a polysaccharide-like polymer that also contained labeled xylose and arabinose.Petroselinum leaves utilized myo-inositol-2-(3)H for the synthesis of apiose in apiin.These results provide direct evidence for a pathway of apiose biosynthesis involving d-glucuronic acid metabolism.
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Affiliation(s)
- R M Roberts
- Department of Biology, State University of New York, Buffalo, New York 14214
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