Prevalence of 12 Common Health Conditions in Sexual and Gender Minority Participants in the All of Us Research Program

dc.contributor.authorTran, Nguyen K.
dc.contributor.authorLunn, Mitchell R.
dc.contributor.authorSchulkey, Claire E.
dc.contributor.authorTesfaye, Samantha
dc.contributor.authorNambiar, Siddhartha
dc.contributor.authorChatterjee, Snigdhansu
dc.contributor.authorKozlowski, Dawn
dc.contributor.authorLozano, Paula
dc.contributor.authorRandal, Fornessa T.
dc.contributor.authorMo, Yicklun
dc.contributor.authorQi, Siya
dc.contributor.authorHundertmark, Ell
dc.contributor.authorEastburn, Chloe
dc.contributor.authorPho, Anthony T.
dc.contributor.authorDastur, Zubin
dc.contributor.authorLubensky, Micah E.
dc.contributor.authorFlentje, Annesa
dc.contributor.authorObedin-Maliver, Juno
dc.date.accessioned2026-02-12T16:44:48Z
dc.date.issued2023-07-31
dc.description.abstractImportance: Limited data describe the health status of sexual or gender minority (SGM) people due to inaccurate and inconsistent ascertainment of gender identity, sex assigned at birth, and sexual orientation. Objective: To evaluate whether the prevalence of 12 health conditions is higher among SGM adults in the All of Us Research Program data compared with cisgender heterosexual (non-SGM) people. Design, Setting, and Participants: This cross-sectional study used data from a multidisciplinary research consortium, the All of Us Research Program, that links participant-reported survey information to electronic health records (EHR) and physical measurements. In total, 372 082 US adults recruited and enrolled at an All of Us health care provider organization or by directly visiting the enrollment website from May 31, 2017, to January 1, 2022, and were assessed for study eligibility. Exposures: Self-identified gender identity and sexual orientation group. Main Outcomes and Measures: Twelve health conditions were evaluated: 11 using EHR data and 1, body mass index (BMI; calculated as weight in kilograms divided by height in meters squared), using participants’ physical measurements. Logistic regression (adjusting for age, income, and employment, enrollment year, and US Census division) was used to obtain adjusted odds ratios (AORs) for the associations between each SGM group and health condition compared with a non-SGM reference group. Results: The analytic sample included 346 868 participants (median [IQR] age, 55 [39-68] years; 30 763 [8.9%] self-identified as SGM). Among participants with available BMI (80.2%) and EHR data (69.4%), SGM groups had higher odds of anxiety, depression, HIV diagnosis, and tobacco use disorder but lower odds of cardiovascular disease, kidney disease, diabetes, and hypertension. Estimated associations for asthma (AOR, 0.39 [95% CI, 0.24-0.63] for gender diverse people assigned male at birth; AOR, 0.51 [95% CI, 0.38-0.69] for transgender women), a BMI of 25 or higher (AOR, 1.65 [95% CI, 1.38-1.96] for transgender men), cancer (AOR, 1.15 [95% CI, 1.07-1.23] for cisgender sexual minority men; AOR, 0.88 [95% CI, 0.81-0.95] for cisgender sexual minority women), and substance use disorder (AOR, 0.35 [95% CI, 0.24-0.52] for gender diverse people assigned female at birth; AOR, 0.65 [95% CI, 0.49-0.87] for transgender men) varied substantially across SGM groups compared with non-SGM groups. Conclusions and Relevance: In this cross-sectional analysis of data from the All of Us Research Program, SGM participants experienced health inequities that varied by group and condition. The All of Us Research Program can be a valuable resource for conducting health research focused on SGM people.
dc.description.sponsorshipThis research was funded in part by the NIH All of Us Research Program. The All of Us Research Program is supported by grants from the NIH, Office of the Director: Regional Medical Centers: 1 OT2 OD026549, 1 OT2 OD026554, 1 OT2 OD026557, 1 OT2 OD026556, 1 OT2 OD026550, 1 OT2 OD 026552, 1 OT2 OD026553, 1 OT2 OD026548, 1 OT2 OD026551, and 1 OT2 OD026555; Interagency Agreement: AOD21037, AOD22003, AOD16037, AOD21041; Federally Qualified Health Centers: HHSN 263201600085U; Data and Research Center: 5 U2C OD023196; Biobank: 1 U24 OD023121; The Participant Center: U24 OD023176; Participant Technology Systems Center: 1 U24 OD023163; Communications and Engagement: 3 OT2 OD023205, 3 OT2 OD023206, and Community Partners: 1 OT2 OD025277, 3 OT2 OD025315, 1 OT2 OD025337, 1 OT2 OD025276, and 1 OT2 OD027077
dc.description.urihttps://jamanetwork.com/journals/jamanetworkopen/fullarticle/2807788
dc.format.extent17 pages
dc.genrejournal articles
dc.identifierdoi:10.13016/m28uss-xcnk
dc.identifier.citationTran, Nguyen K., Mitchell R. Lunn, Claire E. Schulkey, et al. “Prevalence of 12 Common Health Conditions in Sexual and Gender Minority Participants in the All of Us Research Program.” JAMA Network Open 6, no. 7 (2023): e2324969. https://doi.org/10.1001/jamanetworkopen.2023.24969.
dc.identifier.urihttp://doi.org/10.1001/jamanetworkopen.2023.24969
dc.identifier.urihttp://hdl.handle.net/11603/41953
dc.language.isoen
dc.publisherAmerican Medical Association
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Mathematics and Statistics Department
dc.rightsThis work was written as part of one of the author's official duties as an Employee of the United States Government and is therefore a work of the United States Government. In accordance with 17 U.S.C. 105, no copyright protection is available for such works under U.S. Law.
dc.rightsPublic Domain
dc.rights.urihttps://creativecommons.org/publicdomain/mark/1.0/
dc.titlePrevalence of 12 Common Health Conditions in Sexual and Gender Minority Participants in the All of Us Research Program
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0002-7986-0470

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