2024
Applying Machine Learning Approach to Explore Childhood Circumstances and Self-Rated Health in Old Age — China and the US, 2020–2021
Huo S, Feng D, Gill T, Chen X. Applying Machine Learning Approach to Explore Childhood Circumstances and Self-Rated Health in Old Age — China and the US, 2020–2021. China CDC Weekly 2024, 6: 213-218. PMID: 38532746, PMCID: PMC10961215, DOI: 10.46234/ccdcw2024.043.Peer-Reviewed Original ResearchSelf-rated healthSenior healthChildhood circumstancesPromote health equityEarly-life interventionsHealth equityChina HealthChildhood healthRetirement StudyHealthSelf-ratingsAging populationFinancial statusChinese participantsAge ChinaConditional inference treesChildhoodOut-of-sample mean squared errorsInterventionParticipantsRegional differencesUSStatusInference treesRetirement
2022
Contribution of life course circumstances to the acceleration of phenotypic and functional aging: A retrospective study
Cao X, Ma C, Zheng Z, He L, Hao M, Chen X, Crimmins EM, Gill TM, Levine ME, Liu Z. Contribution of life course circumstances to the acceleration of phenotypic and functional aging: A retrospective study. EClinicalMedicine 2022, 51: 101548. PMID: 35844770, PMCID: PMC9284373, DOI: 10.1016/j.eclinm.2022.101548.Peer-Reviewed Original ResearchDisease Research CenterDisadvantaged subpopulationsAdulthood circumstancesAlzheimer's Disease Research CenterRetirement Longitudinal StudyFunctional agingLife course circumstancesAdvancing Translational SciencesRetrospective studyChronic diseasesGeneral linear regression modelHealth gapChina HealthBiomarker collectionOlder adultsLater lifeNational InstituteLongitudinal studySubpopulationsLinear regression modelsTranslational scienceRegression modelsChildhoodAdvantaged counterpartsHealthLife course traumas and cardiovascular disease—the mediating role of accelerated aging
Cao X, Zhang J, Ma C, Li X, Kuo C, Levine ME, Hu G, Allore H, Chen X, Wu X, Liu Z. Life course traumas and cardiovascular disease—the mediating role of accelerated aging. Annals Of The New York Academy Of Sciences 2022, 1515: 208-218. PMID: 35725988, PMCID: PMC10145586, DOI: 10.1111/nyas.14843.Peer-Reviewed Original Research