Integrating Genomics and Metabolomics to Develop Predictive Models of Prostate Cancer in Multiethnic Men
Integrating Genomics and Metabolomics to Develop Predictive Models of Prostate Cancer in Multiethnic Men
批准号:
10768434
负责人:
Burcu Frances Darst
金额:
$8.8万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-02-01 至 2025-06-30
关键词:
African AmericanAfrican ancestryAmericanAwardBiologicalCancer EtiologyCessation of lifeEuropeanFundingGeneticGenetic RiskGenomicsGoalsIncidenceIndividualIndolentInvestigationMalignant neoplasm of prostateMeasuresMediatingMendelian randomizationMetabolicModelingParentsPhasePopulationPredictive ValuePreventive measureProstate, Lung, Colorectal, and Ovarian Cancer Screening TrialResearchSamplingScreening for Prostate CancerSubgroupTechniquesTraininganticancer researchcohortgenome wide association studyhealth disparityhigh risk populationimprovedmenmetabolomicsmortalitymulti-ethnicnovelpolygenic risk scorepredictive modelingprostate cancer modelprostate cancer riskrisk variantscreeningstatistics
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT OF THE FUNDED PARENT AWARD
Prostate cancer (PCa) is the second leading cause of cancer death among American men, with men of African
ancestry have the highest PCa incidence and mortality rates. While the causes of this notable health disparity
are not fully understood, growing evidence suggests that genetics is a contributing factor. However, most PCa
research has focused on men of European descent, particularly genome-wide association studies (GWAS),
which has resulted in polygenic models having poorer predictive value in non-Europeans. The overarching goal
of this research is to identify genomic and metabolomic factors that contribute to PCa risk in men across multi-
ancestry populations. In the R00 phase of this award, Dr. Darst will initiate a new line of research that applies
integrative techniques to investigate combined genomic and metabolomic factors influencing PCa risk. This will
build directly upon the research and training received in the K99 period. She will identify genetically regulated
metabolites that could be causally associated with PCa risk in multi-ancestry populations and/or indicate
potentially novel genetic risk loci (Aim 1). This will require developing a large multi-ancestry metabolomic
imputation panel and performing two-sample Mendelian randomization for each metabolite and GWAS summary
statistics from the large and diverse PRACTICAL Consortium. Using a subset of 872 African American men from
the Multiethnic Cohort (MEC) and the Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial,
Dr. Darst will investigate the biological mechanisms implicated by genetic risk of PCa, as measured by a multi-
ancestry polygenic risk score, metabolites that could mediate the effects of genetic factors on overall and
aggressive PCa, and whether integrative techniques could be used to identify genomic and metabolomic factors
that distinguish subgroups of individuals with high PCa risk (Aim 2). Results are expected to substantially improve
our ability to detect high risk individuals who would benefit from earlier or more intensive PCa screening across
multi-ancestry populations and provide novel biological mechanisms to target for preventative measures, likely
reducing PCa mortality and the number of indolent PCa cases treated unnecessarily.
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会议论文
Germline Genetics and Risk of Prostate Cancer in Diverse Populations from the All of Us Program
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批准号:10798864
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项目类别:
-
资助金额:$19.26万
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财政年份:2023
-
负责人:Burcu Frances Darst
-
依托单位:
Integrating Genomics and Metabolomics to Develop Predictive Models of Prostate Cancer in Multiethnic Men
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批准号:10090582
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项目类别:
-
资助金额:$12.3万
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财政年份:2020
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负责人:Burcu Frances Darst
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依托单位:
Integrating Genomics and Metabolomics to Develop Predictive Models of Prostate Cancer in Multiethnic Men
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批准号:10645105
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项目类别:
-
资助金额:$24.4万
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财政年份:2020
-
负责人:Burcu Frances Darst
-
依托单位:
Integrating Genomics and Metabolomics to Develop Predictive Models of Prostate Cancer in Multiethnic Men
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批准号:10547987
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项目类别:
-
资助金额:$24.9万
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财政年份:2020
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负责人:Burcu Frances Darst
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依托单位:
海外基金