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Clin. Med.","JCM"],"abstract":"<jats:p>Albuminuria is routinely used to assess kidney damage in diabetes, but it also conveys cardiovascular risk across the urinary albumin-to-creatinine ratio (UACR) distribution, including within A1. Whether sex modifies this relationship remains uncertain. This narrative review prioritizes longitudinal studies in type 2 diabetes mellitus (T2DM), analyses within A1 particularly, and distinguishes this direct evidence from the general population or chronic kidney disease cohorts, surrogate-endpoint studies, and experimental mechanisms. A few studies report formal sex-by-UACR interactions for selected outcomes, including mortality in broad kidney-disease populations and heart failure in diabetes. Many other apparent differences derive only from sex-stratified analyses and therefore do not establish effect modification. Differences in urinary creatinine excretion, body composition, hormonal exposure, kidney injury pathways, cardiovascular phenotype, and health-care ascertainment may alter the observed association, but most mechanistic evidence is indirect. Current evidence supports UACR as a continuous prognostic marker in both sexes but does not justify sex-specific diagnostic cut-offs, therapeutic thresholds, or response targets. UACR should be measured systematically, confirmed when abnormal or borderline, preferably repeated under standardized conditions, and interpreted with eGFR and the overall cardiovascular risk profile. Sex may provide additional clinical context; treatment should continue to follow guideline-based indications.<\/jats:p>","DOI":"10.3390\/jcm15176913","type":"journal-article","created":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T12:12:25Z","timestamp":1788783145000},"page":"6913","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Sex Differences in the Cardiovascular Significance of Albuminuria in Type 2 Diabetes: A Narrative Review"],"prefix":"10.3390","volume":"15","author":[{"given":"Carlos Enrique","family":"Mart\u00ednez-Alberto","sequence":"first","affiliation":[{"name":"Escuela de Enfermer\u00eda Nuestra Se\u00f1ora de Candelaria, Hospital Universitario Nuestra Se\u00f1ora de Candelaria, 38010 Santa Cruz de Tenerife, Spain"},{"name":"Unidad de Investigaci\u00f3n, Hospital Universitario Nuestra Se\u00f1ora de Candelaria, 38010 Santa Cruz de Tenerife, Spain"},{"name":"Instituto de Investigaci\u00f3n Sanitaria de Canarias (IISC), 35012 Las Palmas de Gran Canaria, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zuelika","family":"Bobadilla-Hern\u00e1ndez","sequence":"additional","affiliation":[{"name":"Centro de Salud San Benito, Servicio Canario de Salud, 38203 San Crist\u00f3bal de La Laguna, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7389-7347","authenticated-orcid":false,"given":"Javier","family":"Donate-Correa","sequence":"additional","affiliation":[{"name":"Unidad de Investigaci\u00f3n, Hospital Universitario Nuestra Se\u00f1ora de Candelaria, 38010 Santa Cruz de Tenerife, Spain"},{"name":"Centro de Salud San Benito, Servicio Canario de Salud, 38203 San Crist\u00f3bal de La Laguna, Spain"},{"name":"Instituto de Tecnolog\u00edas Biom\u00e9dicas (ITB), Universidad de La Laguna, 38200 San Crist\u00f3bal de La Laguna, Spain"},{"name":"GEENDIAB (Grupo Espa\u00f1ol Para el Estudio de la Nefropat\u00eda Diab\u00e9tica), Sociedad Espa\u00f1ola de Nefrolog\u00eda, 39000 Santander, Spain"},{"name":"RICORS2040 (Redes de Investigaci\u00f3n Cooperativa Orientadas a Resultados en Salud)-Renal (RD24\/004\/0022), Instituto de Salud Carlos III, 28000 Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,9,7]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"(2024). 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