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2.
J Immunother Cancer ; 11(6)2023 06.
Article in English | MEDLINE | ID: mdl-37279993

ABSTRACT

BACKGROUND: Immune checkpoint inhibitors (ICIs) are now a first-line treatment option for patients with pleural mesothelioma with the recent approval of ipilimumab and nivolumab. Mesothelioma has a low tumor mutation burden and no robust predictors of survival with ICI. Since ICIs enable adaptive antitumor immune responses, we investigated T-cell receptor (TCR) associations with survival in participants from two clinical trials treated with ICI. METHODS: We included patients with pleural mesothelioma who were treated with nivolumab (NivoMes, NCT02497508) or nivolumab and ipilimumab (INITIATE, NCT03048474) after first-line therapy. TCR sequencing was performed with the ImmunoSEQ assay in 49 and 39 pretreatment and post-treatment patient peripheral blood mononuclear cell (PBMC) samples. These data were integrated with TCR sequences found in bulk RNAseq data by TRUST4 program in 45 and 35 pretreatment and post-treatment tumor biopsy samples and TCR sequences from over 600 healthy controls. The TCR sequences were clustered into groups of shared antigen specificity using GIANA. Associations of TCR clusters with overall survival were determined by cox proportional hazard analysis. RESULTS: We identified 4.2 million and 12 thousand complementarity-determining region 3 (CDR3) sequences from PBMCs and tumors, respectively, in patients treated with ICI. These CDR3 sequences were integrated with 2.1 million publically available CDR3 sequences from healthy controls and clustered. ICI-enhanced T-cell infiltration and expanded T cell diversity in tumors. Cases with TCR clones in the top tertile in the pretreatment tissue or in circulation had significantly better survival than the bottom two tertiles (p<0.04). Furthermore, a high number of shared TCR clones between pretreatment tissue and in circulation was associated with improved survival (p=0.01). To potentially select antitumor clusters, we filtered for clusters that were (1) not found in healthy controls, (2) recurrent in multiple patients with mesothelioma, and (3) more prevalent in post-treatment than pretreatment samples. The detection of two-specific TCR clusters provided significant survival benefit compared with detection of 1 cluster (HR<0.001, p=0.026) or the detection of no TCR clusters (HR=0.10, p=0.002). These two clusters were not found in bulk tissue RNA-seq data and have not been reported in public CDR3 databases. CONCLUSIONS: We identified two unique TCR clusters that were associated with survival on treatment with ICI in patients with pleural mesothelioma. These clusters may enable approaches for antigen discovery and inform future targets for design of adoptive T cell therapies.


Subject(s)
Mesothelioma, Malignant , Mesothelioma , Pleural Neoplasms , Humans , Immunotherapy , Ipilimumab/therapeutic use , Leukocytes, Mononuclear/pathology , Mesothelioma/drug therapy , Mesothelioma/pathology , Mesothelioma, Malignant/drug therapy , Nivolumab/therapeutic use , Pleural Neoplasms/drug therapy , Pleural Neoplasms/pathology , Receptors, Antigen, T-Cell/genetics
3.
Mayo Clin Proc ; 97(11): 2050-2064, 2022 11.
Article in English | MEDLINE | ID: mdl-35753824

ABSTRACT

OBJECTIVE: To profile juxtaglomerular cell tumors (JXG) and histologic mimics by analyzing renin expression; to identify non-JXG renin-producing tumors in The Cancer Genome Atlas (TCGA) data sets; and to define the prevalence of hypertension (HTN) and patient outcomes with angiotensin signaling inhibitor (ASI) use in tumors of interest. PATIENTS AND METHODS: Thirteen JXGs and 10 glomus tumors (GTs), a histologic mimic, were evaluated for clinicopathologic features; TCGA data were analyzed to identify non-JXG renin-overexpressing tumors. An institutional registry was queried to determine the incidence of HTN, the use of ASIs in hypertensive patients, and the impact of ASIs on outcomes including progression-free survival (PFS) in a tumor type with high renin expression (clear cell renal cell carcinoma [CC-RCC] diagnosed between January 1, 2005, and December 31, 2012). RESULTS: We found an association between renin production and HTN in JXG compared with GT. Analysis of TCGA data found that a subset of CC-RCCs overexpress renin relative to 29 other tumor types. Furthermore, analysis of our institutional registry revealed a high prevalence (64%) of HTN among 1203 patients treated with radical or partial nephrectomy for nonmetastatic CC-RCC. On multivariable Cox regression, patients with HTN treated with ASIs (34%) had improved PFS (hazard ratio, 0.76; 95% CI, 0.57 to 1.00; P=.05) compared with patients with HTN not treated with ASIs (30%). CONCLUSION: The identification of renin expression in a subset of CC-RCC may provide a biologic rationale for the high prevalence of HTN and improved PFS with ASI use in hypertensive patients with nonmetastatic CC-RCC.


Subject(s)
Antineoplastic Agents , Carcinoma, Renal Cell , Hypertension , Kidney Neoplasms , Renin , Humans , Angiotensins/antagonists & inhibitors , Antineoplastic Agents/therapeutic use , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/pathology , Hypertension/drug therapy , Hypertension/epidemiology , Kidney Neoplasms/pathology , Renin/metabolism , Treatment Outcome
4.
J Thorac Oncol ; 17(3): 446-454, 2022 03.
Article in English | MEDLINE | ID: mdl-34800701

ABSTRACT

INTRODUCTION: The favorable outcomes with immunotherapy for mesothelioma were somewhat unexpected because this tumor has a low tumor mutation burden which has been associated with benefit in other cancers. Because chromosomal rearrangements are common in mesothelioma and have neoantigenic potential, we sought to determine whether they are associated with survival in patients treated with immunotherapy. METHODS: Pleural biopsies of mesothelioma after at least one line of therapy were obtained from patients (n = 44) before treatment with nivolumab alone (NCT29908324) or in combination with ipilimumab (NCT30660511). RNA and whole-genome sequencing were performed to identify the junctions resulting from chromosomal rearrangements and antigen processing and presentation gene set expression. Associations with overall survival (OS) were estimated using Cox models. An OS cutoff of 1.5 years was used to distinguish patients with and without durable benefit for use in receiving operating characteristic curves. RESULTS: Although tumor junction burdens were not predictive of OS, we identified significant interactions between the junction burdens and multiple antigen processing and presentation gene sets. The "regulation of antigen processing and presentation of peptide antigen" gene set revealed an interaction with tumor junction burden and was predictive of OS. This interaction also predicted 1.5-year or greater survival with an area under the receiving operating characteristic curve of 0.83. This interaction was not predictive of survival in a separate cohort of patients with mesothelioma who did not receive immune checkpoint inhibitors. CONCLUSIONS: Analysis of structural variants and antigen presentation gene set expression may facilitate patient selection for immune checkpoint inhibitors.


Subject(s)
Lung Neoplasms , Mesothelioma, Malignant , Mesothelioma , Antigen Presentation , Humans , Immune Checkpoint Inhibitors , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mesothelioma/pathology
5.
Sci Adv ; 7(15)2021 04.
Article in English | MEDLINE | ID: mdl-33837084

ABSTRACT

Cells in vivo generate mechanical traction on the surrounding 3D extracellular matrix (ECM) and neighboring cells. Such traction and biochemical cues may remodel the matrix, e.g., increase stiffness, which, in turn, influences cell functions and forces. This dynamic reciprocity mediates development and tumorigenesis. Currently, there is no method available to directly quantify single-cell forces and matrix remodeling in 3D. Here, we introduce a method to fulfill this long-standing need. We developed a high-resolution microfabricated sensor that hosts a 3D cell-ECM tissue formed by self-assembly. This sensor measures cell forces and tissue stiffness and can apply mechanical stimulation to the tissue. We measured single and multicellular force dynamics of fibroblasts (3T3), human colon (FET) and lung (A549) cancer cells, and cancer-associated fibroblasts (CAF05) with 1-nN resolution. Single cells show notable force fluctuations in 3D. FET/CAF coculture system, mimicking cancer tumor microenvironment, increased tissue stiffness by three times within 24 hours.

6.
J Mol Diagn ; 23(4): 375-388, 2021 04.
Article in English | MEDLINE | ID: mdl-33387698

ABSTRACT

DNA junctions (DNAJs) frequently impact clinically relevant genes in tumors and are important for diagnostic and therapeutic purposes. Although routinely screened through fluorescence in situ hybridization assays, such testing only allows the interrogation of single-gene regions or known fusion partners. Comprehensive assessment of DNAJs present across the entire genome can only be determined from whole-genome sequencing. Structural variance analysis from whole-genome paired-end sequencing data is, however, frequently restricted to copy number changes without DNAJ detection. Through optimized whole-genome sequencing and specialized bioinformatics algorithms, complete structural variance analysis is reported, including DNAJs, from formalin-fixed DNA. Selective library assembly from larger fragments (>500 bp) and economical sequencing depths (300 to 400 million reads) provide representative genomic coverage profiles and increased allelic coverage to levels compatible with DNAJ calling (40× to 60×). Although consistently fragmented, more recently formalin-fixed, specimens (<2 years' storage) revealed consistent populations of larger DNA fragments. Optimized bioinformatics efficiently detected >90% of DNAJs in two prostate tumors (approximately 60% tumor) previously analyzed by mate-pair sequencing on fresh frozen tissue, with evidence of at least one spanning-read in 99% of DNAJs. Rigorous masking with data from unrelated formalin-fixed tissue progressively eliminated many false-positive DNAJs, without loss of true positives, resulting in low numbers of false-positive passing current filters. This methodology enables more comprehensive clinical genomics testing on formalin-fixed clinical specimens.


Subject(s)
Fixatives/chemistry , Formaldehyde/chemistry , Neoplasms/genetics , Paraffin Embedding/methods , Tissue Fixation/methods , Translocation, Genetic/genetics , Whole Genome Sequencing/methods , Algorithms , DNA Copy Number Variations , DNA, Neoplasm/genetics , DNA, Neoplasm/isolation & purification , Female , Genome, Human , Genomics/methods , Humans , Male , Neoplasms/pathology
7.
Genomics ; 112(6): 5313-5323, 2020 11.
Article in English | MEDLINE | ID: mdl-33144219

ABSTRACT

Intraoperative diagnosis is routinely performed on cytology touch preparations (TPs) from core needle biopsies (CNBs). Current interest promotes their utility as an important source of patient tissue for clinical genomic testing. Herein we present whole genome structural variant analysis (SVA) from mate-pair sequencing (MPseq) and whole exome sequencing (WES) mutation calling in DNA directly whole genome amplified (WGA) from TPs. Chromosomal copy changes and somatic DNA junction detection from MPseq of TPs were highly consistent with associated CNBs and bulk resected tissues in all cases. While increased frequency coverage noise from limitations of amplification of limited sample input was significant, this was effectively compensated by natural tumor enrichment during the TP process, which also enhanced variant detection and loss of heterozygosity evaluations from WES. This novel TP methodology enables expanded utility of frequently limited CNB for both clinical and research genomic testing.


Subject(s)
High-Throughput Nucleotide Sequencing , Neoplasms/genetics , Sequence Analysis, DNA , Alleles , Biopsy, Large-Core Needle , Cytological Techniques , Genomics/methods , Humans , Loss of Heterozygosity , Neoplasms/pathology , Exome Sequencing
8.
Br J Cancer ; 123(5): 819-832, 2020 09.
Article in English | MEDLINE | ID: mdl-32499571

ABSTRACT

BACKGROUND: Small cell lung cancer (SCLC) is the most aggressive form of lung cancer, and new molecular insights are necessary for prognostic and therapeutic advances. METHODS: Dopamine and cAMP-regulated phosphoprotein, Mr 32000 (DARPP-32) and its N-terminally truncated splice variant, t-DARPP, were stably overexpressed or ablated in human DMS-53 and H1048 SCLC cells. Functional assays and immunoblotting were used to assess how DARPP-32 isoforms regulate SCLC cell growth, proliferation, and apoptosis. DARPP-32-modulated SCLC cells were orthotopically injected into the lungs of SCID mice to evaluate how DARPP-32 and t-DARPP regulate neuroendocrine tumour growth. Immunostaining for DARPP-32 proteins was performed in SCLC patient-derived specimens. Bioinformatics analysis and subsequent transcription assays were used to determine the mechanistic basis of DARPP-32-regulated SCLC growth. RESULTS: We demonstrate in mice that DARPP-32 and t-DARPP promote SCLC growth through increased Akt/Erk-mediated proliferation and anti-apoptotic signalling. DARPP-32 isoforms are overexpressed in SCLC patient-derived tumour tissue, but undetectable in physiologically normal lung. Achaete-scute homologue 1 (ASCL1) transcriptionally activates DARPP-32 isoforms in human SCLC cells. CONCLUSIONS: We reveal new regulatory mechanisms of SCLC oncogenesis that suggest DARPP-32 isoforms may represent a negative prognostic indicator for SCLC and serve as a potential target for the development of new therapies.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/metabolism , Dopamine and cAMP-Regulated Phosphoprotein 32/metabolism , Lung Neoplasms/metabolism , Neuroendocrine Tumors/metabolism , Small Cell Lung Carcinoma/metabolism , Animals , Basic Helix-Loop-Helix Transcription Factors/genetics , Cell Line, Tumor , Cell Proliferation/physiology , Dopamine and cAMP-Regulated Phosphoprotein 32/genetics , Female , HEK293 Cells , Heterografts , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , MAP Kinase Signaling System , Male , Mice, SCID , Neuroendocrine Tumors/genetics , Neuroendocrine Tumors/pathology , Protein Isoforms , Proto-Oncogene Proteins c-akt/metabolism , Small Cell Lung Carcinoma/genetics , Small Cell Lung Carcinoma/pathology
9.
Mayo Clin Proc ; 95(2): 306-318, 2020 02.
Article in English | MEDLINE | ID: mdl-31685261

ABSTRACT

OBJECTIVE: To select optimal therapies based on the detection of actionable genomic alterations in tumor samples is a major challenge in precision medicine. METHODS: We describe an effective process (opened December 1, 2017) that combines comprehensive genomic and transcriptomic tumor profiling, custom algorithms and visualization software for data integration, and preclinical 3-dimensiona ex vivo models for drug screening to assess response to therapeutic agents targeting specific genomic alterations. The process was applied to a patient with widely metastatic, weakly hormone receptor positive, HER2 nonamplified, infiltrating lobular breast cancer refractory to standard therapy. RESULTS: Clinical testing of liver metastasis identified BRIP1, NF1, CDH1, RB1, and TP53 mutations pointing to potential therapies including PARP, MEK/RAF, and CDK inhibitors. The comprehensive genomic analysis identified 395 mutations and several structural rearrangements that resulted in loss of function of 36 genes. Meta-analysis revealed biallelic inactivation of TP53, CDH1, FOXA1, and NIN, whereas only one allele of NF1 and BRIP1 was mutated. A novel ERBB2 somatic mutation of undetermined significance (P702L), high expression of both mutated and wild-type ERBB2 transcripts, high expression of ERBB3, and a LITAF-BCAR4 fusion resulting in BCAR4 overexpression pointed toward ERBB-related therapies. Ex vivo analysis validated the ERBB-related therapies and invalidated therapies targeting mutations in BRIP1 and NF1. Systemic patient therapy with afatinib, a HER1/HER2/HER4 small molecule inhibitor, resulted in a near complete radiographic response by 3 months. CONCLUSION: Unlike clinical testing, the combination of tumor profiling, data integration, and functional validation accurately assessed driver alterations and predicted effective treatment.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/therapy , Carcinoma, Lobular/genetics , Carcinoma, Lobular/therapy , Genomics/methods , Precision Medicine/methods , Algorithms , Breast Neoplasms/pathology , Carcinoma, Lobular/pathology , DNA Mutational Analysis , Female , Genes, Neoplasm , Humans , Middle Aged , Neoplasm Metastasis
10.
J Thorac Oncol ; 14(11): e261-e262, 2019 11.
Article in English | MEDLINE | ID: mdl-31668328
11.
J Thorac Oncol ; 14(9): 1567-1582, 2019 09.
Article in English | MEDLINE | ID: mdl-31103780

ABSTRACT

INTRODUCTION: Genomic technologies present a promising mechanism of resolving the clinical dilemma of distinguishing independent primary tumors from intrapulmonary metastases in NSCLC. We evaluated the utility of discordant mapping somatic junctions from chromosomal rearrangements in diagnosing metastatic disease compared to the current standard histologic review. MATERIAL AND METHODS: Mate-pair sequencing was performed on DNA extracted from 76 distinct tumors from 37 cases of multiple lung cancers. Discordant mapping junctions and chromosomal copy levels were assessed for each tumor. Blood-derived DNA was available on 22 of these cases for germline assessments. A lung cancer next-generation sequencing panel was additionally performed on tumor pairs from 17 patients. RESULTS: Whereas mate-pair sequencing was able to classify lineage in all tumor pairs, histologic review appeared to misclassify lineage in 9 of 33 (27%) same-histology tumor pair comparisons. Based on disagreement between the reviewing pathologists, histopathologic lineage was classified as indeterminate in seven cases. In two cases where pathologists agreed on a metastatic call, no shared junctions were found suggesting independent primaries. Although germline junctions passing algorithmic filters were common, on average less than three were present and all had predictable structures of small focal rearrangements or transposons. Evaluation of shared chromosomal copy changes and driver mutations through a lung cancer next-generation sequencing panel, while informative, were nondefinitive in calling lineage in all cases. CONCLUSIONS: The highly unique nature and prevalence of chromosomal rearrangement in lung cancers provide a useful and definitive technique for calling lineage in multifocal lung cancer.


Subject(s)
Genomics/methods , Lung Neoplasms/genetics , Adult , Cell Differentiation , Female , Humans , Male , Neoplasm Metastasis
12.
J Thorac Oncol ; 14(7): 1286-1295, 2019 07.
Article in English | MEDLINE | ID: mdl-31078775

ABSTRACT

INTRODUCTION: Although most patients with SCLC die within a few months of diagnosis, a subgroup of patients survive for many years. Factors determining long-term survivorship remain largely unknown. We present the first comprehensive comparative genomic and tumor microenvironment analyses of SCLC between patients with long-term survivorship and patients with the expected survivorship. METHODS: We compared surgically resected tumors of 23 long-term SCLC survivors (survival >4 years) and 18 SCLC survivors with the expected survival time (survival ≤2 years). There were no significant differences in clinical variables, including TNM staging and curative- versus non-curative-intent surgery between the groups. Gene expression profiling was performed by using microarrays, and tumor microenvironment analyses were performed by immunohistochemistry of prominent immune-related markers. RESULTS: Immune-related genes and pathways represented the majority of the differentially overexpressed genes in long-term survivorship compared with in expected survivorship. The differences in the immunological tumor microenvironment were confirmed by quantitative immunostaining. Increased numbers of tumor-infiltrating and associated lymphocytes were present throughout tumors of long-term survivors of SCLC. Several differentiating patterns of enhanced antitumor immunity were identified. Although some areas of the tumors of long-term survivors of SCLC also harbored higher numbers of suppressive immune cells (monocytes, regulatory lymphocytes, and macrophages), the ratios of these suppressive cells to CD3-positive lymphocytes were generally lower in the tumors of long-term survivors of SCLC, indicating a less tumor-suppressive microenvironment. CONCLUSIONS: Our data demonstrate that long-term survivorship of patients with SCLC is strongly influenced by the presence of the immune cells in the tumor microenvironment. Characterization of the antitumor immune responses may identify opportunities for individualized immunotherapies for SCLC.


Subject(s)
Cancer Survivors/statistics & numerical data , Gene Expression Profiling , Lung Neoplasms/mortality , Lymphocytes, Tumor-Infiltrating/immunology , Small Cell Lung Carcinoma/mortality , Tumor Microenvironment/immunology , Follow-Up Studies , Humans , Lung Neoplasms/genetics , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Neoplasm Staging , Small Cell Lung Carcinoma/genetics , Small Cell Lung Carcinoma/immunology , Small Cell Lung Carcinoma/pathology , Survival Rate
13.
Hum Pathol ; 88: 48-59, 2019 06.
Article in English | MEDLINE | ID: mdl-30946934

ABSTRACT

Some rhabdomyosarcomas and sarcomatoid carcinomas with heterologous rhabdomyosarcomatous elements resemble high-grade neuroendocrine carcinoma, creating a diagnostic difficulty. The purpose of this study was to characterize the overlap of adult genitourinary rhabdomyosarcomas, excluding those occurring at paratesticular sites, with high-grade neuroendocrine carcinoma and identify features helpful in their separation. Seventeen cases of rhabdomyosarcoma (11 from the urinary bladder and 3 each from kidney and prostate) were compared to 10 cases of high-grade neuroendocrine carcinoma from the urinary bladder. These tumors were analyzed by immunohistochemistry for desmin, MyoD1, myogenin, chromogranin, synaptophysin, CD56, TTF1, and ASCL1, and RNA sequencing was performed on 4 cases of bladder rhabdomyosarcoma (2 rhabdomyosarcomas and 2 sarcomatoid-rhabdomyosarcoma) and 10 cases of bladder high-grade neuroendocrine carcinoma. This was compared to public data from 414 typical urothelial carcinomas from The Cancer Genome Atlas dataset. Morphologic and immunophenotypic overlap with high-grade neuroendocrine carcinoma was seen in half of the bladder tumors, which included 4 rhabdomyosarcomas and 2 sarcomatoid rhabdomyosarcomas. RNA sequencing confirmed expression of neuroendocrine markers in these cases (2 rhabdomyosarcomas and 2 sarcomatoid rhabdomyosarcomas). Differential neuroendocrine differentiation was highlighted by ASCL1 protein expression only in high-grade neuroendocrine carcinoma. Moreover, both a pure alveolar rhabdomyosarcoma and sarcomatoid rhabdomyosarcoma of the urinary bladder demonstrated a fusion involving PPP1R12A. In summary, adult rhabdomyosarcomas of the urinary bladder are molecularly distinct from high-grade neuroendocrine carcinomas based on specific patterns of expression of myogenic and epithelial to mesenchymal transition-related transcription factors as well as the presence of a novel PPP1R12A fusion which is seen in a subset of cases.


Subject(s)
Carcinoma, Neuroendocrine/genetics , Gene Fusion/genetics , Myosin-Light-Chain Phosphatase/genetics , Rhabdomyosarcoma/genetics , Urinary Bladder Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Basic Helix-Loop-Helix Transcription Factors/genetics , Biomarkers, Tumor/analysis , Diagnosis, Differential , Female , Gene Expression , Humans , Kidney Neoplasms/genetics , Male , Middle Aged , Muscle Development/genetics , Prostatic Neoplasms/genetics
14.
Mayo Clin Proc ; 94(1): 27-36, 2019 01.
Article in English | MEDLINE | ID: mdl-30611450

ABSTRACT

OBJECTIVE: To test the hypothesis that chromosomal rearrangements (CRs) can distinguish low risk of progression (LRP) from intermediate and high risk of progression (IHRP) to prostate cancer (PCa) and if these CRs have the potential to identify men with LRP on needle biopsy that harbor IHRP PCa in the prostate gland. PATIENTS AND METHODS: Mate pair sequencing of amplified DNA from pure populations of Gleason patterns in 154 frozen specimens from 126 patients obtained between August 14, 2001, and July 15, 2011, was used to detect CRs including abnormal junctions and copy number variations. Potential CR biomarkers with higher incidence in IHRP than in LRP to cancer and having significance in PCa biology were identified. Independent validation was performed by fluorescence in situ hybridization in 152 specimens from 124 patients obtained between February 12, 2002, and July 12, 2008. RESULTS: The number of abnormal junctions did not distinguish LRP from IHRP. Loci corresponding to genes implicated in PCa were more frequently altered in IHRP. Integrated analysis of copy number variations and microarray data yielded 6 potential markers that were more frequently detected in Gleason pattern 3 of a Gleason score 7 of PCa than in Gleason pattern 3 of a Gleason score 6 PCa. Five of those were cross-validated in an independent sample set with statistically significant areas under the receiver operating characteristic curves (AUCs) (P≤.01). Probes detecting deletions in PTEN and CHD1 had AUCs of 0.87 (95% CI, 0.77-0.97) and 0.73 (95% CI, 0.60-0.86), respectively, and probes detecting gains in ASAP1, MYC, and HDAC9 had AUCs of 0.71 (95% CI, 0.59-0.84), 0.82 (95% CI, 0.71-0.93), and 0.77 (95% CI, 0.66-0.89), respectively (for expansion of gene symbols, use search tool at www.genenames.org). CONCLUSION: Copy number variations in regions encompassing important PCa genes were predictive of cancer significance and have the potential to identify men with LRP PCa by needle biopsy who have IHRP PCa in their prostate gland.


Subject(s)
Biomarkers, Tumor/genetics , DNA, Neoplasm/genetics , Neoplasm Staging , Prostate/pathology , Prostatic Neoplasms/genetics , Aged , Biomarkers, Tumor/metabolism , Biopsy, Needle , DNA Copy Number Variations , Disease Progression , Follow-Up Studies , Humans , In Situ Hybridization, Fluorescence , Male , Middle Aged , Prostate/metabolism , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/metabolism , ROC Curve , Retrospective Studies , Risk Factors
15.
J Thorac Oncol ; 14(2): 276-287, 2019 02.
Article in English | MEDLINE | ID: mdl-30316012

ABSTRACT

INTRODUCTION: Malignant pleural mesothelioma is a disease primarily associated with exposure to the carcinogen asbestos. Whereas other carcinogen-related tumors are associated with a high tumor mutation burden, mesothelioma is not. We sought to resolve this discrepancy. METHODS: We used mate-pair (n = 22), RNA (n = 28), and T cell receptor sequencing along with in silico predictions and immunologic assays to understand how structural variants of chromosomes affect the transcriptome. RESULTS: We observed that inter- or intrachromosomal rearrangements were present in every specimen and were frequently in a pattern of chromoanagenesis such as chromoplexy or chromothripsis. Transcription of rearrangement-related junctions was predicted to result in many potential neoantigens, some of which were proven to bind patient-specific major histocompatibility complex molecules and to expand intratumoral T cell clones. T cells responsive to these predicted neoantigens were also present in a patient's circulating T cell repertoire. Analysis of genomic array data from the mesothelioma cohort in The Cancer Genome Atlas suggested that multiple chromothriptic-like events negatively impact survival. CONCLUSIONS: Our findings represent the discovery of potential neoantigen expression driven by structural chromosomal rearrangements. These results may have implications for the development of novel immunotherapeutic strategies and the selection of patients to receive immunotherapies.


Subject(s)
Antigens/genetics , Chromothripsis , Mesothelioma/genetics , Pleural Neoplasms/genetics , Transcriptome/genetics , Clonal Selection, Antigen-Mediated , Computer Simulation , DNA, Neoplasm/analysis , Gene Dosage , Gene Rearrangement , Genomics , HLA-A Antigens/genetics , HLA-B Antigens/genetics , Humans , Lymphocytes, Tumor-Infiltrating , Mesothelioma/pathology , Peptides/genetics , Peptides/immunology , Pleural Neoplasms/pathology , Receptors, Antigen, T-Cell/genetics , Sequence Analysis, DNA/methods , Sequence Analysis, RNA , Survival Rate , T-Lymphocytes/immunology
16.
Nat Commun ; 9(1): 4461, 2018 10 26.
Article in English | MEDLINE | ID: mdl-30367061

ABSTRACT

Fluorescence in situ hybridization (FISH) is the primary technology used to image and count mRNA in single cells, but applications of the technique are limited by photophysical shortcomings of organic dyes. Inorganic quantum dots (QDs) can overcome these problems but years of development have not yielded viable QD-FISH probes. Here we report that macromolecular size thresholds limit mRNA labeling in cells, and that a new generation of compact QDs produces accurate mRNA counts. Compared with dyes, compact QD probes provide exceptional photostability and more robust transcript quantification due to enhanced brightness. New spectrally engineered QDs also allow quantification of multiple distinct mRNA transcripts at the single-molecule level in individual cells. We expect that QD-FISH will particularly benefit high-resolution gene expression studies in three dimensional biological specimens for which quantification and multiplexing are major challenges.


Subject(s)
In Situ Hybridization, Fluorescence/methods , Molecular Imaging/methods , Quantum Dots/chemistry , RNA, Messenger/chemistry , Particle Size , Quantum Dots/analysis , RNA, Messenger/analysis
17.
BMC Cancer ; 18(1): 738, 2018 Jul 13.
Article in English | MEDLINE | ID: mdl-30005627

ABSTRACT

BACKGROUND: HER2 positive (HER2+) breast cancers involve chromosomal structural alterations that act as oncogenic driver events. METHODS: We interrogated the genomic structure of 18 clinically-defined HER2+ breast tumors through integrated analysis of whole genome and transcriptome sequencing, coupled with clinical information. RESULTS: ERBB2 overexpression in 15 of these tumors was associated with ERBB2 amplification due to chromoanasynthesis with six of them containing single events and the other nine exhibiting multiple events. Two of the more complex cases had adverse clinical outcomes. Chromosomes 8 was commonly involved in the same chromoanasynthesis with 17. In ten cases where chromosome 8 was involved we observed NRG1 fusions (two cases), NRG1 amplification (one case), FGFR1 amplification and ADAM32 or ADAM5 fusions. ERBB3 over-expression was associated with NRG1 fusions and EGFR and ERBB3 expressions were anti-correlated. Of the remaining three cases, one had a small duplication fully encompassing ERBB2 and was accompanied with a pathogenic mutation. CONCLUSION: Chromoanasynthesis involving chromosome 17 can lead to ERBB2 amplifications in HER2+ breast cancer. However, additional large genomic alterations contribute to a high level of genomic complexity, generating the hypothesis that worse outcome could be associated with multiple chromoanasynthetic events.


Subject(s)
Breast Neoplasms/genetics , Chromothripsis , Gene Amplification , Receptor, ErbB-2/genetics , Breast Neoplasms/chemistry , Breast Neoplasms/pathology , Chromosomes, Human, Pair 17 , Cohort Studies , Female , Humans , Neoplasm Staging , Receptor, ErbB-2/analysis
18.
Genes Chromosomes Cancer ; 57(9): 459-470, 2018 09.
Article in English | MEDLINE | ID: mdl-29726617

ABSTRACT

Copy number variation (CNV) is a common form of structural variation detected in human genomes, occurring as both constitutional and somatic events. Cytogenetic techniques like chromosomal microarray (CMA) are widely used in analyzing CNVs. However, CMA techniques cannot resolve the full nature of these structural variations (i.e. the orientation and location of associated breakpoint junctions) and must be combined with other cytogenetic techniques, such as karyotyping or FISH, to do so. This makes the development of a next-generation sequencing (NGS) approach capable of resolving both CNVs and breakpoint junctions desirable. Mate-pair sequencing (MPseq) is a NGS technology designed to find large structural rearrangements across the entire genome. Here we present an algorithm capable of performing copy number analysis from mate-pair sequencing data. The algorithm uses a step-wise procedure involving normalization, segmentation, and classification of the sequencing data. The segmentation technique combines both read depth and discordant mate-pair reads to increase the sensitivity and resolution of CNV calls. The method is particularly suited to MPseq, which is designed to detect breakpoint junctions at high resolution. This allows for the classification step to accurately calculate copy number levels at the relatively low read depth of MPseq. Here we compare results for a series of hematological cancer samples that were tested with CMA and MPseq. We demonstrate comparable sensitivity to the state-of-the-art CMA technology, with the benefit of improved breakpoint resolution. The algorithm provides a powerful analytical tool for the analysis of MPseq results in cancer.


Subject(s)
Chromosome Aberrations , DNA Copy Number Variations/genetics , Genome, Human/genetics , High-Throughput Nucleotide Sequencing , Algorithms , Chromosome Breakpoints , Gene Rearrangement , Humans , Tissue Array Analysis/methods
19.
Clin Cancer Res ; 24(7): 1691-1704, 2018 04 01.
Article in English | MEDLINE | ID: mdl-29351916

ABSTRACT

Purpose: Pulmonary carcinoid tumors account for up to 5% of all lung malignancies in adults, comprise 30% of all carcinoid malignancies, and are defined histologically as typical carcinoid (TC) and atypical carcinoid (AC) tumors. The role of specific genomic alterations in the pathogenesis of pulmonary carcinoid tumors remains poorly understood. We sought to identify genomic alterations and pathways that are deregulated in these tumors to find novel therapeutic targets for pulmonary carcinoid tumors.Experimental Design: We performed integrated genomic analysis of carcinoid tumors comprising whole genome and exome sequencing, mRNA expression profiling and SNP genotyping of specimens from normal lung, TC and AC, and small cell lung carcinoma (SCLC) to fully represent the lung neuroendocrine tumor spectrum.Results: Analysis of sequencing data found recurrent mutations in cancer genes including ATP1A2, CNNM1, MACF1, RAB38, NF1, RAD51C, TAF1L, EPHB2, POLR3B, and AGFG1 The mutated genes are involved in biological processes including cellular metabolism, cell division cycle, cell death, apoptosis, and immune regulation. The top most significantly mutated genes were TMEM41B, DEFB127, WDYHV1, and TBPL1 Pathway analysis of significantly mutated and cancer driver genes implicated MAPK/ERK and amyloid beta precursor protein (APP) pathways whereas analysis of CNV and gene expression data suggested deregulation of the NF-κB and MAPK/ERK pathways. The mutation signature was predominantly C>T and T>C transitions with a minor contribution of T>G transversions.Conclusions: This study identified mutated genes affecting cancer relevant pathways and biological processes that could provide opportunities for developing targeted therapies for pulmonary carcinoid tumors. Clin Cancer Res; 24(7); 1691-704. ©2018 AACR.


Subject(s)
Carcinoid Tumor/genetics , Lung Neoplasms/genetics , Mutation/genetics , Signal Transduction/genetics , Aged , Amyloid beta-Peptides/genetics , Carcinoma, Neuroendocrine/genetics , Carcinoma, Small Cell/genetics , Cell Cycle/genetics , Exome/genetics , Female , Genomics/methods , Humans , Lung/pathology , MAP Kinase Signaling System/genetics , Male , Middle Aged , Mitogen-Activated Protein Kinases , NF-kappa B/genetics , Neuroendocrine Tumors/genetics , RNA, Messenger/genetics , Small Cell Lung Carcinoma/genetics
20.
Cancer Res ; 77(22): 6157-6167, 2017 11 15.
Article in English | MEDLINE | ID: mdl-29127096

ABSTRACT

TMPRSS2-ERG gene fusions occur in over 50% of prostate cancers, but their impact on clinical outcomes is not well understood. Retention of interstitial genes between TMPRSS2 and ERG has been reported to influence tumor progression in an animal model. In this study, we analyzed the status of TMPRSS2-ERG fusion genes and interstitial genes in tumors from a large cohort of men treated surgically for prostate cancer, associating alterations with biochemical progression. Through whole-genome mate pair sequencing, we mapped and classified rearrangements driving ETS family gene fusions in 133 cases of very low-, low-, intermediate-, and high-risk prostate cancer from radical prostatectomy specimens. TMPRSS2-ERG gene fusions were observed in 44% of cases, and over 90% of these fusions occurred in ERG exons 3 or 4. ERG fusions retaining interstitial sequences occurred more frequently in very low-risk tumors. These tumors also frequently displayed ERG gene fusions involving alternative 5'-partners to TMPRSS2, specifically SLC45A3 and NDRG1 and other ETS family genes, which retained interstitial TMPRSS2/ERG sequences. Lastly, tumors displaying TMPRSS2-ERG fusions that retained interstitial genes were less likely to be associated with biochemical recurrence (P = 0.028). Our results point to more favorable clinical outcomes in patients with ETS family fusion-positive prostate cancers, which retain potential tumor-suppressor genes in the interstitial regions between TMPRSS2 and ERG Identifying these patients at biopsy might improve patient management, particularly with regard to active surveillance. Cancer Res; 77(22); 6157-67. ©2017 AACR.


Subject(s)
Oncogene Proteins, Fusion/genetics , Prostatic Neoplasms/genetics , Serine Endopeptidases/genetics , Cell Cycle Proteins/genetics , Cohort Studies , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Gene Fusion , Gene Rearrangement , Humans , Intracellular Signaling Peptides and Proteins/genetics , Male , Membrane Transport Proteins/genetics , Monosaccharide Transport Proteins , Prostatectomy , Prostatic Neoplasms/pathology , Prostatic Neoplasms/surgery , Risk Factors , Transcriptional Regulator ERG/genetics
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