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While clinical research on SCAs has expanded over the past two decades, it is unclear whether the populations included in these studies reflect the demographic diversity of those affected. Assessing representation is critical to ensuring research findings are generalizable and applicable to diverse patient populations. We conducted a systematic review of global clinical research on SCAs published in English between January 2004 and May 2024. Searches were performed in Ovid MEDLINE ALL, Embase, and Web of Science. Studies were included if they enrolled \u2265\u200910 participants and excluded if they were case reports, reviews, or meta\u2010analyses. We extracted data from 1474 studies on geographic location, participant karyotypes, and demographic metrics, including race, ethnicity, and socioeconomic status (SES) reported. Trends in demographic reporting were examined over time and by geographic region. For US\u2010based studies reporting race\/ethnicity, we compared pooled participant demographics to national census data. SCA research is concentrated within a small number of geographic areas, primarily in Europe (51.4%) and the United States (23.6%). Reporting rates of race or ethnicity for US papers increased over the 20\u2010year observation period, with an average increase of 1.5%\u2009\u00b1\u20090.4% per year (\n                    <jats:italic>p<\/jats:italic>\n                    \u2009=\u20090.003), peaking in 2024 with 61.4% of US\u2010based papers presenting demographics. When reported, studies consistently overrepresented White non\u2010Hispanic (\n                    <jats:italic>p<\/jats:italic>\n                    \u2009&lt;\u20090.001) and college\u2010educated (\n                    <jats:italic>p<\/jats:italic>\n                    \u2009&lt;\u20090.001) participants relative to US census benchmarks. This systematic review reveals persistent gaps in the demographic reporting and representation of participants in SCA research. Even in the United States, where population diversity is high, published studies do not reflect the expected racial, ethnic, and socioeconomic makeup of affected individuals. To ensure that research findings are equitable and clinically relevant, future studies should adopt standardized demographic reporting and prioritize inclusive enrollment strategies to reflect the full spectrum of individuals with SCAs.\n                  <\/jats:p>","DOI":"10.1002\/ajmg.a.64285","type":"journal-article","created":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T11:13:06Z","timestamp":1762341186000},"page":"619-631","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Demographic Composition of Participants in Sex Chromosome Aneuploidy Studies Across the Globe: A 20\u2010Year Systematic Review"],"prefix":"10.1002","volume":"200","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0513-7308","authenticated-orcid":false,"given":"Karli S.","family":"Swenson","sequence":"first","affiliation":[{"name":"Department of Pediatrics University of Colorado School of Medicine  Aurora Colorado 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