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1.
Cell ; 171(3): 540-556.e25, 2017 Oct 19.
Article in English | MEDLINE | ID: mdl-28988769

ABSTRACT

We report a comprehensive analysis of 412 muscle-invasive bladder cancers characterized by multiple TCGA analytical platforms. Fifty-eight genes were significantly mutated, and the overall mutational load was associated with APOBEC-signature mutagenesis. Clustering by mutation signature identified a high-mutation subset with 75% 5-year survival. mRNA expression clustering refined prior clustering analyses and identified a poor-survival "neuronal" subtype in which the majority of tumors lacked small cell or neuroendocrine histology. Clustering by mRNA, long non-coding RNA (lncRNA), and miRNA expression converged to identify subsets with differential epithelial-mesenchymal transition status, carcinoma in situ scores, histologic features, and survival. Our analyses identified 5 expression subtypes that may stratify response to different treatments.


Subject(s)
Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Aged , Cluster Analysis , DNA Methylation , Humans , MicroRNAs/genetics , Middle Aged , Muscle, Smooth/pathology , RNA, Long Noncoding/genetics , Survival Analysis , Urinary Bladder/pathology , Urinary Bladder Neoplasms/epidemiology , Urinary Bladder Neoplasms/therapy
3.
Genes Chromosomes Cancer ; 60(9): 640-646, 2021 09.
Article in English | MEDLINE | ID: mdl-34041825

ABSTRACT

Gastroblastomas are rare tumors with a biphasic epithelioid/spindle cell morphology that typically present in early adulthood and have recurrent MALAT1-GLI1 fusions. We describe an adolescent patient with Wiskott-Aldrich syndrome who presented with a large submucosal gastric tumor with biphasic morphology. Despite histologic features consistent with gastroblastoma, a MALAT1-GLI1 fusion was not found in this patient's tumor; instead, comprehensive molecular profiling identified a novel EWSR1-CTBP1 fusion and no other significant genetic alterations. The tumor also overexpressed NOTCH and FGFR by RNA profiling. The novel fusion and expression profile suggest a role for epithelial-mesenchymal transition in this tumor, with potential implications for the pathogenesis of biphasic gastric tumors such as gastroblastoma.


Subject(s)
Alcohol Oxidoreductases/genetics , Carcinoma/genetics , DNA-Binding Proteins/genetics , Oncogene Proteins, Fusion/genetics , RNA-Binding Protein EWS/genetics , Stomach Neoplasms/genetics , Adolescent , Age of Onset , Carcinoma/pathology , Humans , Male , Stomach Neoplasms/pathology
4.
APL Bioeng ; 4(2): 026106, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32478280

ABSTRACT

Modeling of genomic profiles from the Cancer Genome Atlas (TCGA) by using recently developed mathematical frameworks has associated a genome-wide pattern of DNA copy-number alterations with a shorter, roughly one-year, median survival time in glioblastoma (GBM) patients. Here, to experimentally test this relationship, we whole-genome sequenced DNA from tumor samples of patients. We show that the patients represent the U.S. adult GBM population in terms of most normal and disease phenotypes. Intratumor heterogeneity affects ≈ 11 % and profiling technology and reference human genome specifics affect <1% of the classifications of the tumors by the pattern, where experimental batch effects normally reduce the reproducibility, i.e., precision, of classifications based upon between one to a few hundred genomic loci by >30%. With a 2.25-year Kaplan-Meier median survival difference, a 3.5 univariate Cox hazard ratio, and a 0.78 concordance index, i.e., accuracy, the pattern predicts survival better than and independent of age at diagnosis, which has been the best indicator since 1950. The prognostic classification by the pattern may, therefore, help to manage GBM pseudoprogression. The diagnostic classification may help drugs progress to regulatory approval. The therapeutic predictions, of previously unrecognized targets that are correlated with survival, may lead to new drugs. Other methods missed this relationship in the roughly 3B-nucleotide genomes of the small, order of magnitude of 100, patient cohorts, e.g., from TCGA. Previous attempts to associate GBM genotypes with patient phenotypes were unsuccessful. This is a proof of principle that the frameworks are uniquely suitable for discovering clinically actionable genotype-phenotype relationships.

5.
Cell Rep ; 29(6): 1675-1689.e9, 2019 11 05.
Article in English | MEDLINE | ID: mdl-31693904

ABSTRACT

Accelerating cures for children with cancer remains an immediate challenge as a result of extensive oncogenic heterogeneity between and within histologies, distinct molecular mechanisms evolving between diagnosis and relapsed disease, and limited therapeutic options. To systematically prioritize and rationally test novel agents in preclinical murine models, researchers within the Pediatric Preclinical Testing Consortium are continuously developing patient-derived xenografts (PDXs)-many of which are refractory to current standard-of-care treatments-from high-risk childhood cancers. Here, we genomically characterize 261 PDX models from 37 unique pediatric cancers; demonstrate faithful recapitulation of histologies and subtypes; and refine our understanding of relapsed disease. In addition, we use expression signatures to classify tumors for TP53 and NF1 pathway inactivation. We anticipate that these data will serve as a resource for pediatric oncology drug development and will guide rational clinical trial design for children with cancer.


Subject(s)
Central Nervous System Neoplasms/genetics , Neurofibromin 1/antagonists & inhibitors , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Tumor Suppressor Protein p53/antagonists & inhibitors , Xenograft Model Antitumor Assays , Animals , Cell Line, Tumor , Central Nervous System Neoplasms/metabolism , Child , Clinical Trials as Topic , Disease Models, Animal , Genomics , Humans , Mice , Mutation , Neuroblastoma/genetics , Neuroblastoma/metabolism , Neurofibromin 1/genetics , Neurofibromin 1/metabolism , Osteosarcoma/genetics , Osteosarcoma/metabolism , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Recurrence , Rhabdomyosarcoma/genetics , Rhabdomyosarcoma/metabolism , Sarcoma, Ewing/genetics , Sarcoma, Ewing/metabolism , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , Exome Sequencing , Wilms Tumor/genetics , Wilms Tumor/metabolism
6.
Cell Rep ; 23(11): 3392-3406, 2018 06 12.
Article in English | MEDLINE | ID: mdl-29898407

ABSTRACT

We studied 137 primary testicular germ cell tumors (TGCTs) using high-dimensional assays of genomic, epigenomic, transcriptomic, and proteomic features. These tumors exhibited high aneuploidy and a paucity of somatic mutations. Somatic mutation of only three genes achieved significance-KIT, KRAS, and NRAS-exclusively in samples with seminoma components. Integrated analyses identified distinct molecular patterns that characterized the major recognized histologic subtypes of TGCT: seminoma, embryonal carcinoma, yolk sac tumor, and teratoma. Striking differences in global DNA methylation and microRNA expression between histology subtypes highlight a likely role of epigenomic processes in determining histologic fates in TGCTs. We also identified a subset of pure seminomas defined by KIT mutations, increased immune infiltration, globally demethylated DNA, and decreased KRAS copy number. We report potential biomarkers for risk stratification, such as miRNA specifically expressed in teratoma, and others with molecular diagnostic potential, such as CpH (CpA/CpC/CpT) methylation identifying embryonal carcinomas.


Subject(s)
Neoplasms, Germ Cell and Embryonal/pathology , Testicular Neoplasms/pathology , DNA Copy Number Variations , DNA Methylation , Gene Expression Regulation, Neoplastic , Humans , Male , MicroRNAs/metabolism , Neoplasms, Germ Cell and Embryonal/classification , Neoplasms, Germ Cell and Embryonal/metabolism , Proto-Oncogene Proteins c-kit/genetics , Proto-Oncogene Proteins c-kit/metabolism , Seminoma/metabolism , Seminoma/pathology , Testicular Neoplasms/classification , Testicular Neoplasms/metabolism , ras Proteins/genetics , ras Proteins/metabolism
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