Genetics and epigenetics of pediatric germ cell tumors
Genetics and epigenetics of pediatric germ cell tumors
批准号:
10364222
负责人:
Jenny N. Poynter
金额:
$35.46万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-09-01 至 2027-08-31
关键词:
AccountingAdolescentAdultAffectAgeBiologicalBiologyCaliforniaCancer-Predisposing GeneCell LineCessation of lifeChildChildhoodChildhood Germ Cell TumorCisplatinClinical TrialsComplexCopy Number PolymorphismCytotoxic ChemotherapyDNADNA MethylationDataData SetDevelopmentDiagnosisDiseaseEffectivenessEmbryoEpigenetic ProcessEtiologyEventFemaleGenesGeneticGenetic Predisposition to DiseaseGenetic VariationGerm Cell CancersGerm LinesGerm cell tumorGoalsHeritabilityHistologyHumanIndividualKlinefelter&aposs SyndromeKnowledgeLeadLightMalignant NeoplasmsMethodsMethylationMichiganModificationMolecularMolecular AnalysisNucleic Acid Regulatory SequencesOperative Surgical ProceduresOutcomeParentsPatientsPediatric NeoplasmPediatric Oncology GroupPediatric ResearchPlatinumPredispositionPrognosisPrognostic FactorRecurrent diseaseRelapseResearchResistanceRiskRisk FactorsRoleSamplingSex ChromosomesSingle Nucleotide PolymorphismSolid NeoplasmSpecimenSurvival RateSusceptibility GeneSyndromeTesticular Germ Cell TumorTestingTreatment ProtocolsTriad Acrylic ResinTurner&aposs SyndromeUnited StatesVariantWashingtonWorkX Chromosomeage groupbasebiobankcancer typecase controlchemotherapyclinical predictorsclinical riskdisease classificationdisorder subtypeexomeexome sequencinggenetic analysisgenetic architecturegenetic variantgenome sequencinggenome wide association studyimprovedimproved outcomein uteroindividualized medicineinsightlarge datasetsmenmethylation patternnovelnovel therapeuticsoutcome predictionpatient subsetspersonalized medicineprogramspublic health relevancerare variantrisk stratificationside effecttooltraittumortumor DNAwhole genomeyoung adult
中文摘要
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英文摘要
Scientific Abstract Malignant germ cell tumors (GCTs) in children and adults are hypothesized to occur as a
result of events in utero. The high heritability of adult testicular GCT (TGCT) suggests a genetic etiology, and
recent genomewide association studies support this through the discovery of multiple susceptibility loci. We
recently confirmed a subset of these loci as susceptibility variants for pediatric GCT. While 5-year relative survival
rates are very high overall for GCTs, mainly due to the effectiveness of cisplatin chemotherapy, approximately
20% of patients will display resistance to chemotherapy or relapse following treatment. Clinical risk stratification
to identify patients with poor prognosis is still very crude and further molecular analysis, including analysis of
tumor epigenetics, may help to tailor treatment. Our recently completed Children’s Oncology Group (COG) case-
parent triad study of GCT was the first large study to collect germline DNA samples from pediatric and adolescent
GCT cases, tumor specimens and outcomes data. The research proposed in this application will allow us to
extend the scope of our ongoing study by evaluating tumor DNA methylation as a prognostic factor for GCT and
by expanding our analyses of germline genetic variation to include the sex chromosomes. Our overarching goal
for the proposed study is to evaluate the contribution of genetics and epigenetics in pediatric GCT risk and
outcomes. Our hypothesis is that DNA methylation patterns will predict GCT cases who are likely to have poor
outcomes. Further, we hypothesize that common and moderately rare variants on the sex chromosomes
increase risk for GCT. To evaluate these hypotheses, we will combine data from our ongoing COG case-parent
triad study of pediatric GCT (N=867 cases and 1,517 parent controls) with GCT cases and controls obtained
from the state biobank programs in California, Michigan and Washington (N=1,601 cases and 1,601 controls).
Our primary aims will be to: 1) Identify methylation patterns that predict poor outcomes, including disease relapse
and death, and 2) Discover single nucleotide polymorphisms (SNPs) and copy number variants (CNVs) on the
sex chromosomes that contribute to GCT risk in children and adolescents. We will also evaluate the contribution
of rare genetic variants in GCT through the use of aggregate burden tests in an exploratory aim. Methylation will
be evaluated using the Illumina EPIC methylation array in 500 GCT tumor samples. Germline genetic analyses
will be conducted using existing GWAS data generated on the Illumina Human CoreExome array. The
contribution of rare variants will be assessed through analysis of whole exome sequencing data generated
through the Gabriella Miller Kids First Pediatric Research Program (N=250 trios) and Exome content available
for the entire dataset (N=2,468 cases). Little is known about the etiology of pediatric GCT; analysis of germline
genetic variation will shed light on disease biology. Identification of methylation patterns associated with poor
prognosis could improve the existing clinical risk stratification and suggest new avenues for treatment. Finally,
this will be the first study of GCT susceptibility in any age group to include individuals of non-European ancestry.
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海外基金