grant

Predicting and Preventing Chemotherapy-Induced Cardiotoxicity in African American Children

Organization NORTHWESTERN UNIVERSITYLocation CHICAGO, UNITED STATESPosted 5 Aug 2021Deadline 31 Jul 2026
NIHUS FederalResearch GrantFY20250-11 years old14-Hydroxydaunomycin21+ years oldATAC sequencingATAC-seqATACseqAdolescentAdolescent YouthAdriamycineAdultAdult HumanAffectAfrican AmericanAfro AmericanAfroamericanAgeAlgorithmsAmericanAnthracyclineAreaAssayAssay for Transposase-Accessible Chromatin using sequencingBMIBMI percentileBMI z-scoreBioassayBiochemicalBiologicalBiological AssayBlastomaBody mass indexCRISPR approachCRISPR based approachCRISPR methodCRISPR methodologyCRISPR techniqueCRISPR technologyCRISPR toolsCRISPR-CAS-9CRISPR-based methodCRISPR-based techniqueCRISPR-based technologyCRISPR-based toolCRISPR/CAS approachCRISPR/Cas methodCRISPR/Cas technologyCRISPR/Cas9CRISPR/Cas9 technologyCTCAECancer PatientCandidate Disease GeneCandidate GeneCardiac Muscle CellsCardiac MyocytesCardiac ToxicityCardiac TransplantationCardiocyteCardiomyopathiesCardiotoxicCardiotoxicityCas nuclease technologyCausalityChestChildChild YouthChildhood CancersChildren (0-21)ChromatinClinicalClinical DataClustered Regularly Interspaced Short Palindromic Repeats approachClustered Regularly Interspaced Short Palindromic Repeats methodClustered Regularly Interspaced Short Palindromic Repeats methodologyClustered Regularly Interspaced Short Palindromic Repeats techniqueClustered Regularly Interspaced Short Palindromic Repeats technologyCommon Terminology Criteria for Adverse EventsCommon Toxicity CriteriaComplicationCorrelation StudiesCoupledCryofixationCryopreservationDataDetectionDoseDoxorubicinDoxorubicinaDrug PrescribingDrug PrescriptionsDrug usageDrugsEmbryomaEnhancersEtiologyEuropeanExposure toGWA studyGWASGene ExpressionGene variantGenesGeneticGenetic studyGenomeGenomicsGenotypeGerminoblastic SarcomaGerminoblastomaHeart GraftingHeart Muscle CellsHeart TransplantationHeart failureHeart myocyteHematologic CancerHematologic MalignanciesHematologic NeoplasmsHematological MalignanciesHematological NeoplasmsHematological TumorHematopoietic CancerHigh PrevalenceHumanHydroxyl DaunorubicinHydroxyldaunorubicinIn VitroIndividualIntermediary MetabolismKnowledgeLinkage DisequilibriumLymphomaMalignant Childhood NeoplasmMalignant Childhood TumorMalignant Hematologic NeoplasmMalignant LymphomaMalignant Pediatric NeoplasmMalignant Pediatric TumorMalignant Soft Tissue NeoplasmMalignant childhood cancerMapsMediatingMedicationMetabolic ProcessesMetabolismMethodologyModalityModern ManMyocardial DiseasesMyocardial DisorderMyocardiopathiesNR1B3On-Line SystemsOncologistOnline SystemsParticipantPathway interactionsPatientsPerformancePharmaceutical PreparationsPhenotypePhysiologicPhysiologicalPredicting RiskPredispositionProcessQTLQuantitative Trait LociQuetelet indexRARCRARGRARG geneRNA SeqRNA SplicingRNA sequencingRNAseqRadiation therapyRadiotherapeuticsRadiotherapyRegulatory ElementResearchReticulolymphosarcomaRiskRisk FactorsRisk ReductionRoleRouteSaint JudeSaint Jude Children's Cancer CenterSaint Jude Children's Research HospitalSamplingSarcomaSingle Base PolymorphismSingle Nucleotide PolymorphismSolidSplicingSt. JudeSt. Jude Children's Cancer CenterSt. Jude Children's Research HospitalSt. Jude Children's Research Hospital Comprehensive Cancer CenterSt.Jude Children's Cancer CenterSt.Jude Children's Research HospitalSt.Jude Children's Research Hospital Comprehensive Cancer CenterStatistical CorrelationSurvivorsSusceptibilityThoraceThoracicThoraxTimeTranslatingValidationVariantVariationWorkadulthoodagesallelic variantalternative treatmentassay for transposase accessible chromatin followed by sequencingassay for transposase accessible chromatin seqassay for transposase accessible chromatin sequencingassay for transposase-accessible chromatin with sequencingbiologiccancer diagnosiscancer in a childcancer in childrencardiac failurecardiac graftcardiac myocytes differentiated from induced pluripotent stem cellcardiomyocytecardioprotectantcardioprotectioncardioprotectivecausationchemotherapychild patientschild with cancerchildhood cancer survivorchildhood malignancyclinical applicabilityclinical applicationclinical riskcohortcold preservationcold storagedifferential expressiondifferentially expresseddisease causationdisparities in racedisparity due to racedrug usedrug/agententire genomeepigenomeexperienceforecasting riskfull genomegenetic variantgenome editinggenome sequencinggenome wide associationgenome wide association scangenome wide association studygenomewide association scangenomewide association studygenomic editinggenomic predictorsgenomic toolsgenomic variantglobal gene expressionglobal transcription profileheart transplanthiPSChuman iPShuman iPSChuman induced pluripotent cellhuman induced pluripotent stem cellshuman inducible pluripotent stem cellshuman inducible stem cellshuman modeliPS cell derived cardiomyocytesiPSC derived cardiomyocytesinduced human pluripotent stem cellsinduced pluripotent stem cell derived cardiac myocytesinduced pluripotent stem cell derived cardiomyocytesinducible pluripotent stem cell derived cardiac myocytesinducible pluripotent stem cells derived cardiomyocytesinequality due to raceinequity due to raceinnovateinnovationinnovativeinterestjuvenilejuvenile humankidsleukemiamalignant soft tissue tumormedication prescriptionmembermodel of humanmyocardium diseasemyocardium disordernovelonline computerpathwaypediatric cancerpediatric cancer survivorpediatric malignancypediatric patientspredict riskpredict riskspredicted riskpredicted riskspredicting riskspredictive riskpredicts riskprescribed medicationpreventpreventingpromoterpromotorrace based disparityrace based inequalityrace based inequityrace disparityrace related disparityrace related inequalityrace related inequityracial disparityracial inequalityracial inequityracially unequalradiation treatmentreduce riskreduce risksreduce that riskreduce the riskreduce these risksreduces riskreduces the riskreducing riskreducing the riskresponserisk predictionrisk prediction algorithmrisk prediction modelrisk predictionsrisk-reducingsexsingle nucleotide variantsocial roletooltranscriptional differencestranscriptometranscriptome sequencingtranscriptomic sequencingtreatment with radiationuser-friendlyvalidationsweb basedwhole genomewhole genome association analysiswhole genome association studyyoungster
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Full Description

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.

Grant Number: 5R01CA261898-05
NIH Institute/Center: NIH

Principal Investigator: Paul Burridge

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