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Admixture mapping of mosaic copy number alterations for identification of cancer drivers

Admixture mapping of mosaic copy number alterations for identification of cancer drivers
用于识别癌症驱动因素的马赛克拷贝数改变的混合图谱
批准号:
10608931
负责人:
Yasminka Aleksandra Jakubek
金额:
$18.13万
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:
2022-04-15 至 2025-03-31
关键词:
AddressAdmixtureAfricanAfrican AmericanAfrican American populationAfrican ancestryAmericanBloodCell FractionCellsCessation of lifeClonal ExpansionComplementComputing MethodologiesDNA Sequence AlterationDataData SetDevelopmentDiseaseEarly DiagnosisEnsureEuropeanEuropean ancestryFrequenciesFundingGenesGeneticGenetic Population StudyGenetic VariationGenetic studyGenomic SegmentGenomicsGoalsGrantHaplotypesHematologic NeoplasmsHematologyHumanIncidenceIndividualInheritedJapaneseJapanese PopulationJointsK22 AwardLatinoLatino PopulationLinkLoss of HeterozygosityMalignant NeoplasmsMapsMentorsMethodologyMethodsMinority GroupsModelingMolecularMolecular ProfilingMosaicismMutationNon-MalignantNormal tissue morphologyOrganismPaintPathologicPatternPersonsPoint MutationPopulationPopulation GeneticsPreventionPrevention strategyPrognosisProliferatingPublicationsRecurrenceReportingResearchResearch PersonnelRisk AssessmentSamplingScreening for cancerSingle Nucleotide PolymorphismStatistical MethodsTestingTissuesTrainingTranslationsUnderrepresented PopulationsVariantWorkWritingadmixture mappingancestry analysiscancer biomarkerscancer genomicscancer preventioncancer riskcancer seedingcareerdetection methodfollow-upgenetic variantgenome sequencinggenome wide association studygenomic variationhigh riskimprovedinnovationinsightleukemiamethod developmentmosaicmosaic analysismosaic variantmulti-ethnicnovelpremalignantprogramsskillstranslational applicationstranslational potentialvariant detectionwhole genomezygote

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PROJECT SUMMARY/ABSTRACT Background: Somatic mosaicism arises due to the clonal expansion of a cell with an acquired mutation, which leads to genetically distinct sub-populations of cells in an organism derived from a single zygote. As a clone proliferates, its subclones can accumulate further molecular changes that seed cancer. A better understanding of acquired point mutations and copy number changes in these clonal expansions can help elucidate the earliest stages of cancer development. Studies of tissues from healthy individuals have found that those with clonal mosaicism in blood, specifically copy number alterations (CNAs), have a ~10-fold higher risk of developing hematological malignancies, thus underscoring the translational potential of mosaicism studies for the development of improved risk assessment and cancer prevention strategies. Research up to now has mainly focused on persons of European ancestry. My own preliminary results show differences in the genomic landscape of CNAs between individuals of African American or Latino ancestry when compared with Europeans. Understanding these differences and the underlying molecular mechanisms is critical in order to include these still under-researched populations in translational mosaicism studies for early detection and prevention of hematological and potentially other cancers. Proposed Research: Aim 1 is to address the great need for comprehensive studies of mosaicism in American minority populations through a large-scale analyses of CNAs in African American and Latino whole genome sequencing (WGS) data sets. This approach will enable a robust comparison of mosaicism profiles across populations; WGS will allow for joint analysis of CNAs and somatic point mutations to gain insights into mechanisms that underlie different rates and subtypes of hematological malignancies across populations. Aim 2 is to develop novel methods to combine CNA and haplotype level ancestry data for detection of variants associated with increased mosaicism rates. I will use these methods to identify genetic variants that are associated with mosaicism and with increased cancer risk in Latinos and African Americans. Candidate: I have led projects to discover and analyze acquired CNAs in thousands of non-malignant tissues – first of their kind studies for pathologically normal and premalignant tissues – as well as in cancer tissues that complement these. This expertise and my established track record in the development of computational methods for human/cancer genomics, will ensure the successful completion of these aims. As larger volumes of normal tissues are molecularly profiled, I will be able to extend methods developed in Aim 2 to additional normal tissue types, and conduct integrative omics analyses. I will follow up this work and the associated publications with an R01 proposal focused on translational applications of mosaic mutations in normal tissues as markers for cancer risk assessment, early detection, and prognosis. The K22 award will be fundamental as I launch my independent investigator career, offering management and grant writing training, helping to hone my skills as a mentor/PI and establish a long-term funded research program.
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