Geographic Variation in Obesity at the State Level in the All of Us Research Program
Clark C, Chandler P, Zhou G, Noel N, Achilike C, Mendez L, O’Connor G, Smoller J, Weiss S, Murphy S, Ommerborn M, Karnes J, Klimentidis Y, Jordan C, Hiatt R, Ramirez A, Loperena R, Mayo K, Cohn E, Ohno-Machado L, Boerwinkle E, Cicek M, Schully S, Mockrin S, Gebo K, Karlson E. Geographic Variation in Obesity at the State Level in the All of Us Research Program. Preventing Chronic Disease 2021, 18: e104. PMID: 34941480, PMCID: PMC8718125, DOI: 10.5888/pcd18.210094.Peer-Reviewed Original ResearchConceptsBody mass indexObesity prevalenceElectronic health recordsSevere obesityPrevalence estimatesParticipants' electronic health recordsObesity prevention strategiesNational population-based estimatesEHR dataPopulation-based estimatesOverall obesity prevalenceState-level geographic variationsPopulation health studiesUS participantsEnrollment visitMass indexObesity preventionHigh prevalenceHealth StudyPrecision health approachObesityPrevention strategiesUs Research ProgramLarge geographic variationsCohort dataRacial, ethnic, and gender differences in obesity and body fat distribution: An All of Us Research Program demonstration project
Karnes J, Arora A, Feng J, Steiner H, Sulieman L, Boerwinkle E, Clark C, Cicek M, Cohn E, Gebo K, Loperena-Cortes R, Ohno-Machado L, Mayo K, Mockrin S, Ramirez A, Schully S, Klimentidis Y. Racial, ethnic, and gender differences in obesity and body fat distribution: An All of Us Research Program demonstration project. PLOS ONE 2021, 16: e0255583. PMID: 34358277, PMCID: PMC8345840, DOI: 10.1371/journal.pone.0255583.Peer-Reviewed Original ResearchConceptsBody mass indexBody fat distributionNon-Hispanic blacksNon-Hispanic whitesAlanine aminotransferaseNHB participantsFat distributionAge-adjusted obesity prevalenceNutrition Examination Survey dataBaseline physical examinationRace/ethnicityElectronic health recordsNHB womenWaist circumferenceMass indexHip ratioNHB menPhysical examinationNational HealthObesity prevalenceObesity ratesGender differencesObesityUs Research ProgramNHW participants