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2.
Nat Commun ; 15(1): 5837, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-38992034

ABSTRACT

To inform clinical trial design and real-world precision pediatric oncology practice, we classified diagnoses, assessed the landscape of mutations, and identified genomic variants matching trials in a large unselected institutional cohort of solid tumors patients sequenced at Dana-Farber / Boston Children's Cancer and Blood Disorders Center. Tumors were sequenced with OncoPanel, a targeted next-generation DNA sequencing panel. Diagnoses were classified according to the International Classification of Diseases for Oncology (ICD-O-3.2). Over 6.5 years, 888 pediatric cancer patients with 95 distinct diagnoses had successful tumor sequencing. Overall, 33% (n = 289/888) of patients had at least 1 variant matching a precision oncology trial protocol, and 14% (41/289) were treated with molecularly targeted therapy. This study highlights opportunities to use genomic data from hospital-based sequencing performed either for research or clinical care to inform ongoing and future precision oncology clinical trials. Furthermore, the study results emphasize the importance of data sharing to define the genomic landscape and targeted treatment opportunities for the large group of rare pediatric cancers we encounter in clinical practice.


Subject(s)
High-Throughput Nucleotide Sequencing , Information Dissemination , Neoplasms , Precision Medicine , Humans , Neoplasms/genetics , Neoplasms/drug therapy , Child , Precision Medicine/methods , Male , Child, Preschool , Female , High-Throughput Nucleotide Sequencing/methods , Adolescent , Infant , Mutation , Clinical Trials as Topic , Molecular Targeted Therapy/methods , Genomics/methods , Infant, Newborn
4.
NPJ Precis Oncol ; 6(1): 69, 2022 Oct 06.
Article in English | MEDLINE | ID: mdl-36202909

ABSTRACT

Widespread, comprehensive sequencing of patient tumors has facilitated the usage of precision medicine (PM) drugs to target specific genomic alterations. Therapeutic clinical trials are necessary to test new PM drugs to advance precision medicine, however, the abundance of patient sequencing data coupled with complex clinical trial eligibility has made it challenging to match patients to PM trials. To facilitate enrollment onto PM trials, we developed MatchMiner, an open-source platform to computationally match genomically profiled cancer patients to PM trials. Here, we describe MatchMiner's capabilities, outline its deployment at Dana-Farber Cancer Institute (DFCI), and characterize its impact on PM trial enrollment. MatchMiner's primary goals are to facilitate PM trial options for all patients and accelerate trial enrollment onto PM trials. MatchMiner can help clinicians find trial options for an individual patient or provide trial teams with candidate patients matching their trial's eligibility criteria. From March 2016 through March 2021, we curated 354 PM trials containing a broad range of genomic and clinical eligibility criteria and MatchMiner facilitated 166 trial consents (MatchMiner consents, MMC) for 159 patients. To quantify MatchMiner's impact on trial consent, we measured time from genomic sequencing report date to trial consent date for the 166 MMC compared to trial consents not facilitated by MatchMiner (non-MMC). We found MMC consented to trials 55 days (22%) earlier than non-MMC. MatchMiner has enabled our clinicians to match patients to PM trials and accelerated the trial enrollment process.

5.
Cancer Cell ; 40(10): 1161-1172.e5, 2022 10 10.
Article in English | MEDLINE | ID: mdl-36179682

ABSTRACT

The immune checkpoint inhibitor (ICI) pembrolizumab is US FDA approved for treatment of solid tumors with high tumor mutational burden (TMB-high; ≥10 variants/Mb). However, the extent to which TMB-high generalizes as an accurate biomarker in diverse patient populations is largely unknown. Using two clinical cohorts, we investigated the interplay between genetic ancestry, TMB, and tumor-only versus tumor-normal paired sequencing in solid tumors. TMB estimates from tumor-only panels substantially overclassified individuals into the clinically important TMB-high group due to germline contamination, and this bias was particularly pronounced in patients with Asian/African ancestry. Among patients with non-small cell lung cancer treated with ICIs, those misclassified as TMB-high from tumor-only panels did not associate with improved outcomes. TMB-high was significantly associated with improved outcomes only in European ancestries and merits validation in non-European ancestry populations. Ancestry-aware tumor-only TMB calibration and ancestry-diverse biomarker studies are critical to ensure that existing disparities are not exacerbated in precision medicine.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Humans , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , Lung Neoplasms/genetics , Mutation , Tumor Burden
6.
Nat Med ; 28(8): 1581-1589, 2022 08.
Article in English | MEDLINE | ID: mdl-35739269

ABSTRACT

To evaluate the clinical impact of molecular tumor profiling (MTP) with targeted sequencing panel tests, pediatric patients with extracranial solid tumors were enrolled in a prospective observational cohort study at 12 institutions. In the 345-patient analytical population, median age at diagnosis was 12 years (range 0-27.5); 298 patients (86%) had 1 or more alterations with potential for impact on care. Genomic alterations with diagnostic, prognostic or therapeutic significance were present in 61, 16 and 65% of patients, respectively. After return of the results, impact on care included 17 patients with a clarified diagnostic classification and 240 patients with an MTP result that could be used to select molecularly targeted therapy matched to identified alterations (MTT). Of the 29 patients who received MTT, 24% had an objective response or experienced durable clinical benefit; all but 1 of these patients received targeted therapy matched to a gene fusion. Of the diagnostic variants identified in 209 patients, 77% were gene fusions. MTP with targeted panel tests that includes fusion detection has a substantial clinical impact for young patients with solid tumors.


Subject(s)
High-Throughput Nucleotide Sequencing , Neoplasms , Adolescent , Adult , Biomarkers, Tumor/genetics , Child , Child, Preschool , Genomics , High-Throughput Nucleotide Sequencing/methods , Humans , Infant , Infant, Newborn , Molecular Targeted Therapy/methods , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/pathology , Prospective Studies , Young Adult
7.
Clin Cancer Res ; 28(11): 2349-2360, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35363308

ABSTRACT

PURPOSE: Tumor-only genomic testing can uncover somatic and germline pathogenic variants [pathogenic/likely pathogenic (P/LP)] in cancer predisposition genes. We describe the prevalence of P/LPs in BRCA1/2 and PALB2 (B1B2P2) across malignancies and the frequency of clinical germline testing (CGT) in patients with P/LPs in B1B2P2 identified on tumor-only testing. EXPERIMENTAL DESIGN: Among 7,575 patients with cancer tested between 2016 and 2018 with the OncoPanel tumor-only sequencing assay, we characterized P/LP frequencies by tumor type, receipt of CGT prior to or within 12 months after OncoPanel, and factors associated with CGT. RESULTS: 272 (3.6%) patients had OncoPanel-detected P/LPs in B1B2P2: 37.5% of P/LPs were in BRCA-related cancers; the remainder were in non-BRCA tumors. P/LPs were detected in ≥5% of breast, pancreatic, prostate, ovarian, nonmelanoma skin, endometrial, small cell lung, and colorectal cancers. 37.9% of patients with P/LPs received CGT prior to OncoPanel; an additional 10.7% underwent CGT within 12 months of OncoPanel. Among 132 with CGT, 88.6% had ≥1 clinical factor for CGT compared with 47.1% who did not undergo CGT. Patients with BRCA tumors were more likely to have CGT compared with those without (81.4% vs. 29.0%, P < 0.0001). Among patients with CGT, 70.5% (93/132) of P/LPs were germline. CONCLUSIONS: Tumor-only genomic testing identified P/LPs in B1B2P2 in 3.6% of patients. 52.9% of patients with tumor-detected P/LPs and without CGT did not meet personal or family history criteria for CGT. In addition, some patients with tumor-detected P/LPs were not referred for CGT, especially those with non-BRCA tumors. Given implications for treatment selection and familial cancer risk, processes to reliably trigger CGT from tumor-genomic findings are needed.


Subject(s)
BRCA1 Protein , BRCA2 Protein , Fanconi Anemia Complementation Group N Protein , Neoplasms , BRCA1 Protein/genetics , BRCA2 Protein/genetics , Fanconi Anemia Complementation Group N Protein/genetics , Female , Genetic Predisposition to Disease , Genetic Testing , Germ-Line Mutation , Humans , Lipopolysaccharides , Male , Neoplasms/genetics
8.
Article in English | MEDLINE | ID: mdl-34074652

ABSTRACT

Comprehensive characterization of somatic genomic alterations has led to fundamental shifts in our understanding of tumor biology. In clinical practice, these studies can lead to modifications of diagnosis and/or specific treatment implications, fulfilling the promise of personalized medicine. Herein, we describe a 78-yr-old woman under surveillance for long-standing untreated chronic lymphocytic leukemia (CLL). Molecular studies from a peripheral blood specimen revealed a TP53 p.V157F mutation, whereas karyotype and fluorescence in situ hybridization (FISH) identified a 17p deletion, trisomy 12, and no evidence of IGH-CCND1 rearrangement. Positron emission tomography-computed tomography scan identified multistation intra-abdominal lymphadenopathy and a pulmonary nodule, and subsequent pulmonary wedge resection confirmed the presence of a concurrent lung adenocarcinoma. Targeted next-generation sequencing of the lung tumor identified an EGFR in-frame exon 19 deletion, two TP53 mutations (p.P152Q, p.V157F), and, unexpectedly, a IGH-CCND1 rearrangement. Follow-up immunohistochemistry (IHC) studies demonstrated a cyclin D1-positive lymphoid aggregate within the lung adenocarcinoma. The presence of the TP53 p.V157F mutation in the lung resection, detection of an IGH-CCND1 rearrangement, and cyclin D1 positivity by IHC led to revision of the patient's hematologic diagnosis and confirmed the extranodal presence of mantle cell lymphoma within the lung mass, thus representing a "tumor in tumor." Manual review of the sequencing data suggested the IGH-CCND1 rearrangement occurred via an insertional event, whose size precluded detection by original FISH studies. Thus, routine imaging for this patient's known hematologic malignancy led to detection of an unexpected solid tumor, whose subsequent precision medicine studies in the solid tumor redefined the original hematological diagnosis.


Subject(s)
Adenocarcinoma of Lung/diagnosis , Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis , Lung Neoplasms/diagnosis , Lymphoma, Mantle-Cell/diagnosis , Neoplasms, Multiple Primary/diagnosis , Adenocarcinoma of Lung/genetics , Aged , Biomarkers, Tumor/genetics , Diagnostic Errors , Female , Gene Expression Profiling , Gene Rearrangement , High-Throughput Nucleotide Sequencing , Humans , In Situ Hybridization, Fluorescence , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Lung Neoplasms/genetics , Lymphoma, Mantle-Cell/genetics , Neoplasms, Multiple Primary/genetics , Positron Emission Tomography Computed Tomography
9.
Clin Cancer Res ; 27(6): 1695-1705, 2021 03 15.
Article in English | MEDLINE | ID: mdl-33414136

ABSTRACT

PURPOSE: Receptor tyrosine kinase fusions in colorectal cancers are rare, but potentially therapeutically relevant. We describe clinical, molecular, and pathologic attributes of RTK fusion-associated colorectal cancer. EXPERIMENTAL DESIGN: We identified all cases with RTK fusions in patients with colorectal cancer seen at Dana-Farber Cancer Institute (Boston, MA) who underwent OncoPanel testing between 2013 and 2018. Clinical, histologic, and molecular features were extracted from the patient charts and molecular testing results. RESULTS: We identified 12 driver oncogenic fusions in various RTKs. These fusions occurred exclusively in BRAF and RAS wild-type tumors and were enriched in right-sided and mismatch repair-deficient (MMR-D) colorectal cancers. All of the MMR-D colorectal cancers with RTK fusions were found in tumors with acquired MMR-D due to MLH1 promoter hypermethylation and one was associated with a sessile serrated polyp. Molecular profiles of MMR-D colorectal cancer with RTK fusions largely resembled BRAF V600E-mutated MMR-D colorectal cancer, rather than those secondary to Lynch syndrome. We describe two patients with fusion-associated microsatellite stable (MSS) colorectal cancer who derived clinical benefit from therapeutic targeting of their translocation. The first harbored an ALK-CAD fusion and received sequential crizotinib and alectinib therapy for a total of 7.5 months until developing an ALK L1196Q gatekeeper mutation. The second patient, whose tumor contained an ROS1-GOPC fusion, continues to benefit from entrectinib after 9 months of therapy. CONCLUSIONS: RTK fusions in colorectal cancer are a rare, but important disease subgroup that occurs in RAS and BRAF wild-type tumors. Despite enrichment in acquired MMR-D tumors, RTK fusions also occur in MSS colorectal cancer and provide an important therapeutic target.


Subject(s)
Biomarkers, Tumor/genetics , Colorectal Neoplasms/pathology , Oncogene Proteins, Fusion/antagonists & inhibitors , Oncogene Proteins, Fusion/genetics , Protein Kinase Inhibitors/therapeutic use , Receptor Protein-Tyrosine Kinases/genetics , Adult , Aged , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/enzymology , Colorectal Neoplasms/genetics , Female , Follow-Up Studies , Humans , Male , Middle Aged , Molecular Targeted Therapy , Prognosis
10.
Clin Cancer Res ; 27(4): 1105-1118, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33293374

ABSTRACT

PURPOSE: In contrast to recurrence after initial diagnosis of stage I-III breast cancer [recurrent metastatic breast cancer (rMBC)], de novo metastatic breast cancer (dnMBC) represents a unique setting to elucidate metastatic drivers in the absence of treatment selection. We present the genomic landscape of dnMBC and association with overall survival (OS). EXPERIMENTAL DESIGN: Targeted DNA sequencing (OncoPanel) was prospectively performed on either primary or metastatic tumors from 926 patients (212 dnMBC and 714 rMBC). Single-nucleotide variants, copy-number variations, and tumor mutational burden (TMB) in treatment-naïve dnMBC primary tumors were compared with primary tumors in patients who ultimately developed rMBC, and correlated with OS across all dnMBC. RESULTS: When comparing primary tumors by subtype, MYB amplification was enriched in triple-negative dnMBC versus rMBC (21.1% vs. 0%, P = 0.0005, q = 0.111). Mutations in KMTD2, SETD2, and PIK3CA were more prevalent, and TP53 and BRCA1 less prevalent, in primary HR+/HER2- tumors of dnMBC versus rMBC, though not significant after multiple comparison adjustment. Alterations associated with shorter OS in dnMBC included TP53 (wild-type: 79.7 months; altered: 44.2 months; P = 0.008, q = 0.107), MYC (79.7 vs. 23.3 months; P = 0.0003, q = 0.011), and cell-cycle (122.7 vs. 54.9 months; P = 0.034, q = 0.245) pathway genes. High TMB correlated with better OS in triple-negative dnMBC (P = 0.041). CONCLUSIONS: Genomic differences between treatment-naïve dnMBC and primary tumors of patients who developed rMBC may provide insight into mechanisms underlying metastatic potential and differential therapeutic sensitivity in dnMBC. Alterations associated with poor OS in dnMBC highlight the need for novel approaches to overcome potential intrinsic resistance to current treatments.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms, Male/genetics , Breast Neoplasms/genetics , Neoplasm Recurrence, Local/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Breast Neoplasms/diagnosis , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Breast Neoplasms, Male/diagnosis , Breast Neoplasms, Male/mortality , Breast Neoplasms, Male/pathology , Female , Genomics , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Mutation , Neoplasm Recurrence, Local/diagnosis , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Prognosis , Young Adult
11.
Genome Med ; 12(1): 30, 2020 03 18.
Article in English | MEDLINE | ID: mdl-32188490

ABSTRACT

BACKGROUND: Merkel cell carcinoma (MCC) is a highly aggressive neuroendocrine carcinoma of the skin caused by either the integration of Merkel cell polyomavirus (MCPyV) and expression of viral T antigens or by ultraviolet-induced damage to the tumor genome from excessive sunlight exposure. An increasing number of deep sequencing studies of MCC have identified significant differences between the number and types of point mutations, copy number alterations, and structural variants between virus-positive and virus-negative tumors. However, it has been challenging to reliably distinguish between virus positive and UV damaged MCC. METHODS: In this study, we assembled a cohort of 71 MCC patients and performed deep sequencing with OncoPanel, a clinically implemented, next-generation sequencing assay targeting over 400 cancer-associated genes. To improve the accuracy and sensitivity for virus detection compared to traditional PCR and IHC methods, we developed a hybrid capture baitset against the entire MCPyV genome and software to detect integration sites and structure. RESULTS: Sequencing from this approach revealed distinct integration junctions in the tumor genome and generated assemblies that strongly support a model of microhomology-initiated hybrid, virus-host, circular DNA intermediate that promotes focal amplification of host and viral DNA. Using the clear delineation between virus-positive and virus-negative tumors from this method, we identified recurrent somatic alterations common across MCC and alterations specific to each class of tumor, associated with differences in overall survival. Finally, comparing the molecular and clinical data from these patients revealed a surprising association of immunosuppression with virus-negative MCC and significantly shortened overall survival. CONCLUSIONS: These results demonstrate the value of high-confidence virus detection for identifying molecular mechanisms of UV and viral oncogenesis in MCC. Furthermore, integrating these data with clinical data revealed features that could impact patient outcome and improve our understanding of MCC risk factors.


Subject(s)
Carcinoma, Merkel Cell/genetics , Mutation , Polyomavirus Infections/genetics , Skin Neoplasms/genetics , Tumor Virus Infections/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma, Merkel Cell/pathology , Carcinoma, Merkel Cell/virology , Child , DNA, Neoplasm/genetics , DNA, Viral/genetics , Female , Genetic Testing/methods , Humans , Male , Middle Aged , Polyomavirus/genetics , Polyomavirus/pathogenicity , Polyomavirus Infections/pathology , Polyomavirus Infections/virology , Skin Neoplasms/pathology , Skin Neoplasms/virology , Survival Analysis , Tumor Virus Infections/pathology , Tumor Virus Infections/virology
12.
Clin Cancer Res ; 26(11): 2565-2572, 2020 06 01.
Article in English | MEDLINE | ID: mdl-32019858

ABSTRACT

PURPOSE: Few patients with metastatic triple-negative breast cancer (mTNBC) benefit from immune checkpoint inhibitors (ICI). On the basis of immunotherapy response correlates in other cancers, we evaluated whether high tumor mutational burden (TMB) ≥10 nonsynonymous mutations/megabase and PTEN alterations, defined as nonsynonymous mutations or 1 or 2 copy deletions, were associated with clinical benefit to anti-PD-1/L1 therapy in mTNBC. EXPERIMENTAL DESIGN: We identified patients with mTNBC, who consented to targeted DNA sequencing and were treated with ICIs on clinical trials between April 2014 and January 2019 at Dana-Farber Cancer Institute (Boston, MA). Objective response rate (ORR), progression-free survival (PFS), and overall survival (OS) were correlated with tumor genomic features. RESULTS: Sixty-two women received anti-PD-1/L1 inhibitors alone (23%) or combined with targeted therapy (19%) or chemotherapy (58%). High TMB (18%) was associated with significantly longer PFS (12.5 vs. 3.7 months; P = 0.04), while PTEN alterations (29%) were associated with significantly lower ORR (6% vs. 48%; P = 0.01), shorter PFS (2.3 vs. 6.1 months; P = 0.01), and shorter OS (9.7 vs. 20.5 months; P = 0.02). Multivariate analyses confirmed that these associations were independent of performance status, prior lines of therapy, therapy regimen, and visceral metastases. The survival associations were additionally independent of PD-L1 in patients with known PD-L1 and were not found in mTNBC cohorts treated with chemotherapy (n = 90) and non-ICI regimens (n = 169). CONCLUSIONS: Among patients with mTNBC treated with anti-PD-1/L1 therapies, high TMB and PTEN alterations were associated with longer and shorter survival, respectively. These observations warrant validation in larger datasets.


Subject(s)
B7-H1 Antigen/antagonists & inhibitors , Biomarkers, Tumor/genetics , Immune Checkpoint Inhibitors/therapeutic use , Immunotherapy/methods , Mutation , PTEN Phosphohydrolase/genetics , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Triple Negative Breast Neoplasms/pathology , Adult , Aged , Cohort Studies , Female , Follow-Up Studies , Humans , Middle Aged , Prognosis , Survival Rate , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/genetics
13.
J Mol Diagn ; 22(4): 476-487, 2020 04.
Article in English | MEDLINE | ID: mdl-32068070

ABSTRACT

Precision cancer medicine aims to classify tumors by site, histology, and molecular testing to determine an individualized profile of cancer alterations. Viruses are a major contributor to oncogenesis, causing 12% to 20% of all human cancers. Several viruses are causal of specific types of cancer, promoting dysregulation of signaling pathways and resulting in carcinogenesis. In addition, integration of viral DNA into the host (human) genome is a hallmark of some viral species. Tests for the presence of viral infection used in the clinical setting most often use quantitative PCR or immunohistochemical staining. Both approaches have limitations and need to be interpreted/scored appropriately. In some cases, results are not binary (virus present/absent), and it is unclear what to do with a weakly or partially positive result. In addition, viral testing of cancers is performed separately from tests to detect human genomic alterations and can thus be time-consuming and use limited valuable specimen. We present a hybrid-capture and massively parallel sequencing approach to detect viral infection that is integrated with targeted genomic analysis to provide a more complete tumor profile from a single sample.


Subject(s)
Genome, Human , Genomics , High-Throughput Nucleotide Sequencing , Neoplasms/diagnosis , Neoplasms/etiology , Tumor Virus Infections/complications , Tumor Virus Infections/virology , Cell Transformation, Viral , Computational Biology/methods , Genome, Viral , Genomics/methods , Genomics/standards , Genotype , High-Throughput Nucleotide Sequencing/methods , Humans , Phylogeny , Polymorphism, Single Nucleotide , Precision Medicine/methods , Sensitivity and Specificity , Tumor Virus Infections/diagnosis , Virus Integration
14.
Eur J Cancer ; 113: 1-9, 2019 05.
Article in English | MEDLINE | ID: mdl-30954880

ABSTRACT

AIMS: The activity that the immune checkpoint inhibitor (ICI) cemiplimab has recently demonstrated has led to a paradigm shift in the management of patients with advanced cutaneous squamous cell carcinoma (cSCC). To identify predictive biomarkers of response to ICIs in advanced cSCC, we studied 33 patients who received ICI therapy at the Dana-Farber/Harvard Cancer Center (DF/HCC) and analysed sequencing data for a subset of these patients. METHODS: We collected clinical data using electronic health records and genomic data using the institutional OncoPanel platform of the DF/HCC. We compared tumour genomics with data from previously sequenced cSCC cohorts. RESULTS: We observed high tumour mutational burden regardless of smoking status and response to ICI and longer median overall survival among those patients who achieved an ICI response. We compared the genetic data from our cohort with data from other cohorts that included fewer patients with distant metastatic disease. Although our cohort had a similar genetic landscape to those of comparator cohorts, mutations in PIK3C2B were more common in our study. In our cohort, copy number alterations (CNAs) in the 3q chromosomal arm appeared to predict response to ICI therapy. CONCLUSION: CNAs in the 21-27 bands of chromosome arm 3q, a region that includes PIK3CA, ETV5 and BCL6, may represent predictors of response to ICI and may be candidates for drug targeting in combination or sequence with ICI agents.


Subject(s)
Carcinoma, Squamous Cell/genetics , Chromosomes, Human, Pair 3/genetics , Class I Phosphatidylinositol 3-Kinases/genetics , DNA-Binding Proteins/genetics , Proto-Oncogene Proteins c-bcl-6/genetics , Skin Neoplasms/genetics , Squamous Cell Carcinoma of Head and Neck/genetics , Transcription Factors/genetics , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Agents, Immunological/therapeutic use , Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/pathology , DNA Copy Number Variations , Female , High-Throughput Nucleotide Sequencing , Humans , Logistic Models , Male , Middle Aged , Mutation , Prognosis , Skin Neoplasms/drug therapy , Skin Neoplasms/pathology , Squamous Cell Carcinoma of Head and Neck/drug therapy , Squamous Cell Carcinoma of Head and Neck/pathology
15.
Cancer Epidemiol Biomarkers Prev ; 28(7): 1246-1251, 2019 07.
Article in English | MEDLINE | ID: mdl-31028081

ABSTRACT

BACKGROUND: No consensus guideline has been established for microsatellite instability testing in upper gastrointestinal tract cancers. This study aims to determine whether targeted cancer next-generation sequencing can accurately detect microsatellite instability in upper gastrointestinal tract cancers and screen for patients with Lynch syndrome. METHODS: In a cohort of 645 upper gastrointestinal tract cancers, targeted next-generation sequencing assessed microsatellite instability by identifying characteristic insertion and deletion mutations. Sequencing classification was compared with mismatch repair protein IHC. Cancers with microsatellite instability by sequencing were analyzed using a testing protocol to identify patients with Lynch syndrome. RESULTS: Sequencing identified microsatellite instability in 3.6% (23/645) of upper gastrointestinal tract cancers, including 28% (8/29) of small intestinal and 9% (9/97) of gastric carcinomas. In 20 cancers classified as having microsatellite instability, 19 demonstrated loss of expression of MLH1, PMS2, MSH2, or MSH6, and one cancer was indeterminate by IHC. In contrast, 52 control cancers demonstrated retained expression of all mismatch repair proteins. Using targeted sequencing as the initial screening test, 1.1% (7/645) of patients were identified to have pathogenic germline variants confirming a diagnosis of Lynch syndrome. CONCLUSIONS: Targeted cancer next-generation sequencing is an accurate first-line test to detect microsatellite instability in upper gastrointestinal tract cancers. IMPACT: This study provides a proof of concept for the use of targeted next-generation sequencing to detect microsatellite instability and screen for Lynch syndrome.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , DNA Mismatch Repair/genetics , Early Detection of Cancer/methods , High-Throughput Nucleotide Sequencing/methods , Stomach Neoplasms/genetics , Upper Gastrointestinal Tract/pathology , Adult , Aged , Aged, 80 and over , Female , Genetic Predisposition to Disease , Humans , Male , Microsatellite Instability , Middle Aged , Prospective Studies , Young Adult
16.
Eur Urol ; 76(1): 89-97, 2019 07.
Article in English | MEDLINE | ID: mdl-30553611

ABSTRACT

BACKGROUND: TP53, PTEN, and RB1 tumor suppressor genes (TSGs) are recurrently altered in treatment-resistant prostate cancer. Cooperative loss of two or more TSGs may drive more aggressive disease. OBJECTIVE: To determine clinical outcomes of single and compound TSG alterations across the spectrum of prostate cancer. DESIGN, SETTING, AND PARTICIPANTS: Massively parallel targeted sequencing using castration-sensitive prostate cancer (CSPC; localized [L] and metastatic [M1]) and castration-resistant prostate cancer (CRPC) specimens (n=285). TSG altered (TSG-alt) was any copy number loss or deleterious mutation of one or more TSGs (TP53, PTEN, and RB1). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: For L-CSPC, event-free survival (EFS) and time to CRPC were estimated. For M1-CSPC and M1-CRPC, overall survival (OS) was estimated. Cox regression models assessed the association between cumulative TSG hits (zero hits vs one hit vs two to three hits) and outcomes with multivariable analyses adjusted for clinicopathological factors. RESULTS AND LIMITATIONS: TSG variants increased with advanced disease (L-CSPC: 39%; M1-CSPC: 63%, M1-CRPC: 92%). TSG-alt L-CSPC had shorter EFS (median 2.6yr, hazard ratio [HR] 1.95, 95% confidence interval [CI] 1.22-3.13) and time to CRPC (median 9.5mo, HR 3.36, 95% CI 1.01-11.16). Cumulative gene hits led to an incremental risk of relapse (EFS: one gene, HR 1.69, 95% CI 0.99-2.87; two to three genes, HR 2.70, 95% CI 1.43-5.08; both versus zero genes, p=0.004). There was evidence of inferior OS with increasing TSG hits in the metastatic cohorts. Only four (8%) patients in the M1-CRPC cohort were TSG-neg, one of whom died after 5.2yr. Multivariable analyses adjusting for mutational and copy number burden did not demonstrate a significant independent association of increasing gene hits and poorer outcomes. CONCLUSIONS: Deleterious TSG variants are associated with an increased risk of relapse (L) and death (M1) in CSPC. Poorer outcomes are seen with compound gene hits in both early and advanced disease, and this may in part reflect increasing global genomic instability. PATIENT SUMMARY: Men with prostate tumors with compound tumor suppressor gene mutations have poorer outcomes. These findings help identify patients with aggressive features who may benefit from intensified treatment.


Subject(s)
Neoplasm Recurrence, Local/genetics , PTEN Phosphohydrolase/genetics , Prostatectomy , Prostatic Neoplasms , Retinoblastoma Binding Proteins/genetics , Tumor Suppressor Protein p53/genetics , Ubiquitin-Protein Ligases/genetics , Biomarkers, Tumor/genetics , Genes, Tumor Suppressor , Genetic Predisposition to Disease , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mutation , Neoplasm Staging , Prostatectomy/adverse effects , Prostatectomy/methods , Prostatectomy/statistics & numerical data , Prostatic Neoplasms/genetics , Prostatic Neoplasms/mortality , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Survival Analysis
17.
Article in English | MEDLINE | ID: mdl-32923853

ABSTRACT

PURPOSE: The yield of comprehensive genomic profiling in recruiting patients to molecular-based trials designed for small subgroups has not been fully evaluated. We evaluated the likelihood of enrollment in a clinical trial that required the identification of a specific genomic change based on our institute-wide genomic tumor profiling. PATIENTS AND METHODS: Using genomic profiling from archived tissue samples derived from patients with metastatic breast cancer treated between 2011 and 2017, we assessed the impact of systematic genomic characterization on enrollment in an ongoing phase II trial (ClinicalTrials.gov identifier: NCT01670877). Our primary aim was to describe the proportion of patients with a qualifying ERBB2 mutation identified by our institutional genomic panel (OncoMap or OncoPanel) who enrolled in the trial. Secondary objectives included median time from testing result to trial registration, description of the spectrum of ERBB2 mutations, and survival. Associations were calculated using Fisher's exact test. RESULTS: We identified a total of 1,045 patients with metastatic breast cancer without ERBB2 amplification who had available genomic testing results. Of these, 42 patients were found to have ERBB2 mutation and 19 patients (1.8%) were eligible for the trial on the basis of the presence of an activating mutation, 18 of which were identified by OncoPanel testing. Fifty-eight percent of potentially eligible patients were approached, and 33.3% of eligible patients enrolled in the trial guided exclusively by OncoPanel testing. CONCLUSION: More than one half of eligible patients were approached for trial participation and, significantly, one third of those were enrolled in NCT01670877. Our data illustrate the ability to enroll patients in trials of rare subsets in routine clinical practice and highlight the need for these broadly based approaches to effectively support the success of these studies.

18.
JCI Insight ; 3(17)2018 09 06.
Article in English | MEDLINE | ID: mdl-30185662

ABSTRACT

While it has been recognized that human papillomavirus-associated (HPV-associated) oropharyngeal cancer (OPC) portends an improved prognosis, distinct patterns of disease recurrence have emerged. Molecular characterization of this subset of HPV patients remains unexplored. We evaluated 52 metastatic HPV+ OPC patients from our institution and paired massively parallel sequencing data with clinical parameters and survival outcomes in 81% of patients. Genomic data were then compared with 2 molecularly defined, curable HPV+ cohorts. Metastatic HPV+ OPC patients with pulmonary-only metastases demonstrated worse outcomes. Nonexclusive somatic alterations in KMT2D and PIK3CA were most frequent, with PRKDC alterations occurring at higher frequency when compared with all sequenced HPV+ OPC patients. PI3K pathway alterations were associated with improved outcomes among metastatic HPV+ OPC patients. We demonstrate subtle differences in the mutational landscape between curable and metastatic HPV+ OPC populations, with a trend towards more frequent DNA repair protein alterations in the latter. We demonstrate improved outcomes when PI3K pathway alterations are present in these patients. We provide molecular insights for this important HPV+ subgroup that have significant therapeutic implications.


Subject(s)
Genetic Predisposition to Disease/genetics , Oropharyngeal Neoplasms/etiology , Oropharyngeal Neoplasms/genetics , Papillomavirus Infections/complications , Phosphatidylinositol 3-Kinases/metabolism , Adult , Aged , Class I Phosphatidylinositol 3-Kinases/metabolism , Cohort Studies , DNA-Binding Proteins/metabolism , Female , Gene Dosage , Head and Neck Neoplasms , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Neoplasm Proteins/metabolism , Papillomaviridae , Signal Transduction , Survival Analysis
19.
Article in English | MEDLINE | ID: mdl-30068733

ABSTRACT

An 85-yr-old woman was diagnosed with endometrial adenocarcinoma, endometrioid type. Imaging studies showed a large tumor distending the endometrial canal without evidence of local invasion or extrauterine disease. A hysterectomy was performed, followed by microscopic examination of longitudinal tissue sections. Histopathological review showed only focal myometrial invasion, equivocal lymphovascular invasion, and negative bilateral sentinel lymph nodes (FIGO stage IA). A sample of the tumor was submitted for molecular testing (massively parallel sequencing on OncoPanel) and was found to harbor an inversion on Chromosome 2 resulting in an EML4-ALK gene fusion. Confirmatory immunohistochemistry showed ALK overexpression in just a portion of the tumor. Additional genomic characterization on a region of the tumor lacking ALK overexpression by immunohistochemistry was highly congruous with the genomic profile of the ALK-positive portion, showing similar patterns of copy-number variation and mutations in TP53 and KDM5C, with no evidence for an EML4-ALK gene fusion, confirming that EML4-ALK rearrangement had occurred as a subclonal process. EML4-ALK fusions are driver events in 2%-5% of non-small-cell lung cancers; crizotinib is an approved targeted therapy for these patients. EML4-ALK rearrangements have not previously been reported in endometrial cancer.


Subject(s)
Carcinoma/genetics , Endometrial Neoplasms/genetics , Oncogene Proteins, Fusion/genetics , Aged, 80 and over , Carcinoma/pathology , Endometrial Neoplasms/pathology , Female , Humans
20.
Mod Pathol ; 31(12): 1882-1890, 2018 12.
Article in English | MEDLINE | ID: mdl-29955144

ABSTRACT

Mismatch repair protein deficiency is a hallmark of cancers associated with Lynch syndrome and is a biomarker for response to immunotherapy. With the increasing adoption of cancer next-generation sequencing, there has been a movement to develop screening approaches that take advantage of the unique mutational signatures of mismatch repair-deficient tumors. Here, we develop a sequencing-based metric that distinguishes mismatch repair-deficient from mismatch repair-proficient colorectal adenocarcinomas with comparison to immunohistochemical staining. We find that a single criterion of three or more single base pair insertion or deletion mutations per megabase sequenced, occurring in mononucleotide repeat regions of four or more nucleotides, is sufficient to detect mismatch repair deficiency with 96% sensitivity and 100% specificity in a training set of 241 cancers and 96% sensitivity and 99% specificity in a validation set of 436 additional cancers. Using data from the same cohort, we also find that sequencing information from only three genes-ARID1A, KMT2D, and SOX9-is sufficient to detect mismatch repair-deficient colorectal adenocarcinomas with 76% sensitivity and 98% specificity in the validation set. These findings support the notion that targeted next-generation sequencing already being performed for clinical or research purposes can also be used to accurately detect mismatch repair deficiency in colorectal adenocarcinomas.


Subject(s)
Adenocarcinoma/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Colorectal Neoplasms/genetics , DNA Mismatch Repair/genetics , High-Throughput Nucleotide Sequencing/methods , Adult , Aged , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Female , Humans , Male , Middle Aged
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