Predicting and Preventing Chemotherapy-Induced Cardiotoxicity in African American Children
Predicting and Preventing Chemotherapy-Induced Cardiotoxicity in African American Children
批准号:
10675503
负责人:
Paul W. Burridge
金额:
$67.88万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-08-05 至 2026-07-31
关键词:
ATAC-seqAdolescentAdultAffectAfrican AmericanAgeAlgorithmsAmericanAnthracyclineAreaBiochemicalBiologicalBiological AssayBlastomaBody mass indexCRISPR/Cas technologyCancer PatientCandidate Disease GeneCardiac MyocytesCardiomyopathiesCardiotoxicityChestChildChromatinClinicalClinical DataCommon Terminology Criteria for Adverse EventsComplicationCorrelation StudiesCoupledCryopreservationDataDetectionDoseDoxorubicinDrug PrescriptionsDrug usageEnhancersEtiologyEuropeanExposure toGene ExpressionGenesGeneticGenetic studyGenomeGenomicsGenotypeHeart TransplantationHeart failureHematologic NeoplasmsHigh PrevalenceHumanIn VitroIndividualKnowledgeLinkage DisequilibriumLymphomaMalignant Childhood NeoplasmMapsMediatingMetabolismMethodologyModalityOncologistOnline SystemsParticipantPathway interactionsPatientsPerformancePharmaceutical PreparationsPhenotypePhysiologicalPredispositionProcessQuantitative Trait LociRARG geneRNA SplicingRadiation therapyRegulatory ElementResearchRiskRisk FactorsRisk ReductionRoleRouteSaint Jude Children&aposs Research HospitalSamplingSingle Nucleotide PolymorphismSolidSurvivorsTimeTranslatingValidationVariantWorkalternative treatmentcancer diagnosiscardioprotectionchemotherapychildhood cancer survivorclinical applicationclinical riskcohortdifferential expressionepigenomeexperiencegenetic variantgenome editinggenome sequencinggenome wide association studygenomic predictorsgenomic toolshuman modelinduced pluripotent stem cell derived cardiomyocytesinnovationinterestleukemiamembernovelpediatric patientspreventpromoterracial disparityresponserisk predictionrisk prediction modelsarcomasextooltranscriptometranscriptome sequencinguser-friendlywhole genome
中文摘要
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英文摘要
Project Summary
Doxorubicin is a member of the anthracycline group of chemotherapy drugs prescribed to approximately 60% of
pediatric cancer patients suffering with sarcomas, blastomas, leukemia, and lymphoma. Although doxorubicin is
highly effective in these patients, ~16% of pediatric patients suffer doxorubicin-induced cardiotoxicity (DIC) which
can lead to heart failure requiring heart transplant. Our recent work has shown that DIC is 2.5x more
prevalent in African American (AA) survivors of childhood cancer. Despite more than 50 years of research
in this field, there is still, at present, little potential for either predicting or preventing DIC. There is an obvious
need for novel and innovative approaches to overcome this hurdle. Candidate gene and genome-wide
association studies, predominantly in Europeans, have identified >100 single nucleotide polymorphisms (SNPs)
that are statistically correlated with DIC, yet experimental validation has not been feasible due to the difficulty in
isolating and culturing human cardiomyocytes in vitro. In our recent work, we showed that patient-specific human
induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) are efficient predictors of a patient’s
likelihood of developing DIC, confirming for the first time that there is a genomic basis to DIC. Here, we
hypothesize that hiPSC-CMs can be utilized in three different modalities to study genetic variants associated
with DIC in AA survivors: firstly, to discover novel predictive SNPs; secondly, to validate SNPs; and thirdly, to
examine the modulated pathways and determine genotype-specific cardioprotective methodologies. In Aim 1,
we will generate hiPSC from 100 AA adult survivors of childhood cancer with diverse biological covariates who
were exposed to doxorubicin assess their response to doxorubicin in vitro to validate our previous findings and
verify the power of this tool. In Aim 2, we will use these 100 patient-specific lines to identify drug response
differential expression, splicing and chromatin accessibility quantitative trait loci (deQTL, dsQTL and dcaQTL),
assessing biological covariates such as doxorubicin dose, age at cancer diagnosis, attained age, sex, BMI,
radiotherapy (other than involving chest), and cancer diagnosis both individually and combined. We will then
validate these variants with genome editing, and mechanistically examine pathways causative to DIC
susceptibility concentrating on genes with known roles in cardiomyopathy, cardioprotection, and doxorubicin
metabolism. We will then use the discoveries above to discover/repurpose genome-informed cardioprotective
drugs to prevent DIC in a genotype-specific manner. In Aim 3, we will build a risk prediction model for DIC among
AA survivors incorporating clinical risk factors and functionally assessed genetic variants above, evaluate its
prediction performance, validate it in independent AA survivors, and implement it in a web-based and user-
friendly tool for broader clinical and research use. In summary, this work will deliver us the genetic rationale for
why AA survivors experience DIC and provide 1, fully human validated SNP data for clinical application through
a user-friendly tool, and 2, novel cardioprotective pathways that can be targeted to protect against DIC.
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Predicting and Preventing Chemotherapy-Induced Cardiotoxicity in African American Children
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批准号:10462680
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项目类别:
-
资助金额:$66.53万
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财政年份:2021
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负责人:Paul W. Burridge
-
依托单位:
Predicting and Preventing Chemotherapy-Induced Cardiotoxicity in African American Children
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批准号:10275329
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项目类别:
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资助金额:$68.45万
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财政年份:2021
-
负责人:Paul W. Burridge
-
依托单位:
HiDef B8: Commercialization and scaled production of defined, robust, and cost-effective media for iPSCs
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批准号:10405556
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项目类别:
-
资助金额:$73.52万
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财政年份:2021
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负责人:Paul W. Burridge
-
依托单位:
HiDef B8: Commercialization and scaled production of defined, robust, and cost-effective media for iPSCs
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批准号:10255392
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项目类别:
-
资助金额:$76.04万
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财政年份:2021
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负责人:Paul W. Burridge
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依托单位:
Genomic Prediction of Doxorubicin-Induced Cardiotoxicity
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批准号:10524092
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项目类别:
-
资助金额:$7.5万
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财政年份:2018
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负责人:Paul W. Burridge
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依托单位:
Genomic Prediction of Doxorubicin-Induced Cardiotoxicity
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批准号:10228683
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项目类别:
-
资助金额:$33.91万
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财政年份:2018
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负责人:Paul W. Burridge
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依托单位:
Genomic Prediction of Doxorubicin-Induced Cardiotoxicity
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批准号:10456312
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项目类别:
-
资助金额:$33.23万
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财政年份:2018
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负责人:Paul W. Burridge
-
依托单位:
Assessing the ability of hiCMs to recapitulate patient-specific doxorubicin-induced cardiotoxicity
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批准号:10274149
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项目类别:
-
资助金额:$7.65万
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财政年份:2018
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负责人:Paul W. Burridge
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依托单位:
Modeling the role of the genome in chemotherapy induced cardiotoxicity using iPSC
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批准号:9330916
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项目类别:
-
资助金额:$24.63万
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财政年份:2015
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负责人:Paul W. Burridge
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依托单位:
Modeling the role of the genome in chemotherapy induced cardiotoxicity using iPSC
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批准号:9130233
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项目类别:
-
资助金额:$24.77万
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财政年份:2015
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负责人:Paul W. Burridge
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依托单位:
Modeling the role of the genome in chemotherapy induced cardiotoxicity using iPSC
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批准号:8729239
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项目类别:
-
资助金额:$8.89万
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财政年份:2014
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负责人:Paul W. Burridge
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依托单位:
海外基金