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1.
Nature ; 580(7804): 517-523, 2020 04.
Article in English | MEDLINE | ID: mdl-32322066

ABSTRACT

A high tumour mutational burden (hypermutation) is observed in some gliomas1-5; however, the mechanisms by which hypermutation develops and whether it predicts the response to immunotherapy are poorly understood. Here we comprehensively analyse the molecular determinants of mutational burden and signatures in 10,294 gliomas. We delineate two main pathways to hypermutation: a de novo pathway associated with constitutional defects in DNA polymerase and mismatch repair (MMR) genes, and a more common post-treatment pathway, associated with acquired resistance driven by MMR defects in chemotherapy-sensitive gliomas that recur after treatment with the chemotherapy drug temozolomide. Experimentally, the mutational signature of post-treatment hypermutated gliomas was recapitulated by temozolomide-induced damage in cells with MMR deficiency. MMR-deficient gliomas were characterized by a lack of prominent T cell infiltrates, extensive intratumoral heterogeneity, poor patient survival and a low rate of response to PD-1 blockade. Moreover, although bulk analyses did not detect microsatellite instability in MMR-deficient gliomas, single-cell whole-genome sequencing analysis of post-treatment hypermutated glioma cells identified microsatellite mutations. These results show that chemotherapy can drive the acquisition of hypermutated populations without promoting a response to PD-1 blockade and supports the diagnostic use of mutational burden and signatures in cancer.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/therapy , Glioma/genetics , Glioma/therapy , Mutation , Animals , Antineoplastic Agents, Alkylating/pharmacology , Antineoplastic Agents, Alkylating/therapeutic use , Brain Neoplasms/immunology , DNA Mismatch Repair/genetics , Gene Frequency , Genome, Human/drug effects , Genome, Human/genetics , Glioma/immunology , Humans , Male , Mice , Microsatellite Repeats/drug effects , Microsatellite Repeats/genetics , Mutagenesis/drug effects , Mutation/drug effects , Phenotype , Prognosis , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Sequence Analysis, DNA , Temozolomide/pharmacology , Temozolomide/therapeutic use , Xenograft Model Antitumor Assays
3.
Sci Rep ; 13(1): 3051, 2023 02 21.
Article in English | MEDLINE | ID: mdl-36810872

ABSTRACT

Epithelial-to-mesenchymal transition (EMT) is associated with tumor initiation, metastasis, and drug resistance. However, the mechanisms underlying these associations are largely unknown. We studied several tumor types to identify the source of EMT gene expression signals and a potential mechanism of resistance to immuno-oncology treatment. Across tumor types, EMT-related gene expression was strongly associated with expression of stroma-related genes. Based on RNA sequencing of multiple patient-derived xenograft models, EMT-related gene expression was enriched in the stroma versus parenchyma. EMT-related markers were predominantly expressed by cancer-associated fibroblasts (CAFs), cells of mesenchymal origin which produce a variety of matrix proteins and growth factors. Scores derived from a 3-gene CAF transcriptional signature (COL1A1, COL1A2, COL3A1) were sufficient to reproduce association between EMT-related markers and disease prognosis. Our results suggest that CAFs are the primary source of EMT signaling and have potential roles as biomarkers and targets for immuno-oncology therapies.


Subject(s)
Cancer-Associated Fibroblasts , Neoplasms , Humans , Cancer-Associated Fibroblasts/metabolism , Tumor Microenvironment/genetics , Collagen Type I/metabolism , Neoplasms/pathology , Epithelial-Mesenchymal Transition/genetics , Cell Line, Tumor , Fibroblasts/metabolism
4.
Cancers (Basel) ; 13(9)2021 May 03.
Article in English | MEDLINE | ID: mdl-34063609

ABSTRACT

Uterine carcinoma (UC) is the most common gynecologic malignancy in the United States. TP53 mutant UCs cause a disproportionate number of deaths due to limited therapies for these tumors and the lack of mechanistic understanding of their fundamental vulnerabilities. Here we sought to understand the functional and therapeutic relevance of TP53 mutations in UC. We functionally profiled targetable TP53 dependent DNA damage repair and cell cycle control pathways in a panel of TP53 mutant UC cell lines and patient-derived organoids. There were no consistent defects in DNA damage repair pathways. Rather, most models demonstrated dependence on defective G2/M cell cycle checkpoints and subsequent upregulation of Aurora kinase-LKB1-p53-AKT signaling in the setting of baseline mitotic defects. This combination makes them sensitive to Aurora kinase inhibition. Resistant lines demonstrated an intact G2/M checkpoint, and combining Aurora kinase and WEE1 inhibitors, which then push these cells through mitosis with Aurora kinase inhibitor-induced spindle defects, led to apoptosis in these cases. Overall, this work presents Aurora kinase inhibitors alone or in combination with WEE1 inhibitors as relevant mechanism driven therapies for TP53 mutant UCs. Context specific functional assessment of the G2/M checkpoint may serve as a biomarker in identifying Aurora kinase inhibitor sensitive tumors.

5.
Clin Epigenetics ; 11(1): 122, 2019 08 23.
Article in English | MEDLINE | ID: mdl-31443688

ABSTRACT

BACKGROUND: Although epigenetic mechanisms are important risk factors for allergic disease, few studies have evaluated DNA methylation differences associated with atopic dermatitis (AD), and none has focused on AD with eczema herpeticum (ADEH+). We will determine how methylation varies in AD individuals with/without EH and associated traits. We modeled differences in genome-wide DNA methylation in whole blood cells from 90 ADEH+, 83 ADEH-, and 84 non-atopic, healthy control subjects, replicating in 36 ADEH+, 53 ADEH-, and 55 non-atopic healthy control subjects. We adjusted for cell-type composition in our models and used genome-wide and candidate-gene approaches. RESULTS: We replicated one CpG which was significantly differentially methylated by severity, with suggestive replication at four others showing differential methylation by phenotype or severity. Not adjusting for eosinophil content, we identified 490 significantly differentially methylated CpGs (ADEH+ vs healthy controls, genome-wide). Many of these associated with severity measures, especially eosinophil count (431/490 sites). CONCLUSIONS: We identified a CpG in IL4 associated with serum tIgE levels, supporting a role for Th2 immune mediating mechanisms in AD. Changes in eosinophil level, a measure of disease severity, are associated with methylation changes, providing a potential mechanism for phenotypic changes in immune response-related traits.


Subject(s)
DNA Methylation , Dermatitis, Atopic/genetics , Interleukin-4/genetics , Kaposi Varicelliform Eruption/genetics , Case-Control Studies , CpG Islands , Dermatitis, Atopic/immunology , Eosinophils/immunology , Epigenesis, Genetic , Female , Genome-Wide Association Study , Humans , Immunoglobulin E/metabolism , Kaposi Varicelliform Eruption/immunology , Male , Severity of Illness Index , Th2 Cells/immunology
7.
Nat Commun ; 10(1): 880, 2019 02 20.
Article in English | MEDLINE | ID: mdl-30787307

ABSTRACT

Asthma is a complex disease with striking disparities across racial and ethnic groups. Despite its relatively high burden, representation of individuals of African ancestry in asthma genome-wide association studies (GWAS) has been inadequate, and true associations in these underrepresented minority groups have been inconclusive. We report the results of a genome-wide meta-analysis from the Consortium on Asthma among African Ancestry Populations (CAAPA; 7009 asthma cases, 7645 controls). We find strong evidence for association at four previously reported asthma loci whose discovery was driven largely by non-African populations, including the chromosome 17q12-q21 locus and the chr12q13 region, a novel (and not previously replicated) asthma locus recently identified by the Trans-National Asthma Genetic Consortium (TAGC). An additional seven loci reported by TAGC show marginal evidence for association in CAAPA. We also identify two novel loci (8p23 and 8q24) that may be specific to asthma risk in African ancestry populations.


Subject(s)
Asthma/genetics , Black or African American/genetics , Genetic Predisposition to Disease/genetics , Asthma/epidemiology , Chromosomes, Human, Pair 12/genetics , Chromosomes, Human, Pair 17/genetics , Chromosomes, Human, Pair 8/genetics , Genetic Loci , Genome-Wide Association Study , Hispanic or Latino/genetics , Humans , Polymorphism, Single Nucleotide/genetics , United States/epidemiology
8.
Nat Genet ; 49(1): 27-35, 2017 01.
Article in English | MEDLINE | ID: mdl-27869829

ABSTRACT

Copy number variants (CNVs) have been strongly implicated in the genetic etiology of schizophrenia (SCZ). However, genome-wide investigation of the contribution of CNV to risk has been hampered by limited sample sizes. We sought to address this obstacle by applying a centralized analysis pipeline to a SCZ cohort of 21,094 cases and 20,227 controls. A global enrichment of CNV burden was observed in cases (odds ratio (OR) = 1.11, P = 5.7 × 10-15), which persisted after excluding loci implicated in previous studies (OR = 1.07, P = 1.7 × 10-6). CNV burden was enriched for genes associated with synaptic function (OR = 1.68, P = 2.8 × 10-11) and neurobehavioral phenotypes in mouse (OR = 1.18, P = 7.3 × 10-5). Genome-wide significant evidence was obtained for eight loci, including 1q21.1, 2p16.3 (NRXN1), 3q29, 7q11.2, 15q13.3, distal 16p11.2, proximal 16p11.2 and 22q11.2. Suggestive support was found for eight additional candidate susceptibility and protective loci, which consisted predominantly of CNVs mediated by nonallelic homologous recombination.


Subject(s)
DNA Copy Number Variations/genetics , Genetic Loci/genetics , Genetic Markers/genetics , Genome-Wide Association Study , Schizophrenia/genetics , Case-Control Studies , Female , Genetic Predisposition to Disease , Genotype , Humans , Male , Risk Factors
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