2025
Identifying Genetic Variants for Brain Connectivity Using Ball Covariance Ranking and Aggregation
Dai W, Zhang H. Identifying Genetic Variants for Brain Connectivity Using Ball Covariance Ranking and Aggregation. Journal Of The American Statistical Association 2025, ahead-of-print: 1-19. DOI: 10.1080/01621459.2025.2450837.Peer-Reviewed Original ResearchSingle nucleotide polymorphismsDetect single nucleotide polymorphismsGene-based analysisControlling false discovery rateControlling false discoveriesSNP setsFunctional connectivityFalse discovery rateGenetic architectureNovel genesGenetic basisNucleotide polymorphismsGenetic variantsUK Biobank dataPsychiatric disordersDiscovery rateBrain functionFalse discoveriesBiobank dataCorrelations of neural activityBrain regionsBiological etiologyBrain connectivityEQTLNeural activity
2020
Super‐variants identification for brain connectivity
Li T, Hu J, Wang S, Zhang H. Super‐variants identification for brain connectivity. Human Brain Mapping 2020, 42: 1304-1312. PMID: 33236465, PMCID: PMC7927294, DOI: 10.1002/hbm.25294.Peer-Reviewed Original ResearchConceptsCombination of allelesSingle nucleotide polymorphismsNovel lociBrain connectivityUK Biobank databaseChromosome 1Multiple lociGenetic effectsGenetic variantsNucleotide polymorphismsAssociation detectionLociGenetic associationGenesNeurodegenerative disordersBiobank databaseBrain issuesGenetic biomarkersBrain functionBrain structuresGenomeRSPO2Discovery phaseAssociationTMEM74
2018
Whole genome association study of brain‐wide imaging phenotypes: A study of the ping cohort
Wen C, Mehta CM, Tan H, Zhang H. Whole genome association study of brain‐wide imaging phenotypes: A study of the ping cohort. Genetic Epidemiology 2018, 42: 265-275. PMID: 29411414, PMCID: PMC5851842, DOI: 10.1002/gepi.22111.Peer-Reviewed Original ResearchConceptsGenetic markersGenome-wide association study datasetWhole-genome association studiesComplex genetic basisGenome association studiesBrain-wide imaging phenotypesMultivariate phenotypesGenetic basisAssociation studiesGenetic studiesNeuropsychological disordersClinical diagnostic criteriaCovariance testBiological basisPhenotypeDiagnostic criteriaNeuroimaging biomarkersBrain functionBrain structuresPediatric imagingGWASImaging phenotypesDiffusion tensor
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