{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,31]],"date-time":"2026-08-31T07:14:25Z","timestamp":1788160465409,"version":"build-2803163510"},"reference-count":41,"publisher":"Wiley","license":[{"start":{"date-parts":[[2026,8,30]],"date-time":"2026-08-30T00:00:00Z","timestamp":1788048000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"},{"start":{"date-parts":[[2026,8,30]],"date-time":"2026-08-30T00:00:00Z","timestamp":1788048000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Chronic Diseases and Translational Medicine"],"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Excess adiposity is a major modifiable risk factor for hypertension; however, the incremental prognostic value of body mass index (BMI) beyond standard predictors remains unclear. We examined the associations between baseline BMI category and incident treated hypertension, and assessed whether BMI improved risk prediction.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Data were obtained from the Ten to Men longitudinal study (2013\u20132024) linked to Pharmaceutical Benefits Scheme (PBS) and Medicare Benefits Schedule (MBS) records. The cohort comprised 12,742 men aged \u2265\u200918 years without treated hypertension at baseline, followed for 133,038 person\u2010years. Adjusted Cox proportional hazards models were fitted. Discrimination, calibration, decision curve analysis, E\u2010values, and BMI\u2009\u00d7\u2009age interactions were evaluated using bootstrap 95% confidence intervals (CIs).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      During follow\u2010up, 1755 men were initiated on antihypertensive therapy (13.2 per 1000 person\u2010years). The 10\u2010year cumulative incidence increased across BMI categories: 7.5% (95% CI 6.6\u20138.3) in normal\u2010weight men, 10.3% (8.8\u201311.8) in underweight men, 12.0% (11.1\u201312.9) in overweight men, and 20.5% (18.9\u201322.0) in obese men. Fully adjusted hazard ratios (HRs) versus normal weight were 1.43 (95% CI 1.16\u20131.77) for underweight, 1.42 (1.22\u20131.67) for overweight, and 1.88 (1.59\u20132.22) for obesity; multiple\u2010imputation estimates were similar. The BMI\u2009\u00d7\u2009age interaction was significant (\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.01), with the obesity effect stronger at ages 30\u201344 years (HR 2.39, 1.91\u20132.98) than at ages \u2265\u200945 years (HR 1.57, 1.28\u20131.94). Adding BMI to age improved discrimination (\u0394\n                      <jats:italic>C<\/jats:italic>\n                      \u2009=\u20090.028), and the fully adjusted model achieved\n                      <jats:italic>C<\/jats:italic>\n                      \u2009=\u20090.754.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>BMI is independently associated with incident treated hypertension and provides a modest additional prognostic value beyond age, with obesity having the strongest relative effect in early midlife.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/cdt3.70064","type":"journal-article","created":{"date-parts":[[2026,8,31]],"date-time":"2026-08-31T06:28:00Z","timestamp":1788157680000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Baseline Body Mass Index Category and Incident Treated Hypertension in Australian Men: A Linked Prospective Cohort Study Using PBS\/MBS Data"],"prefix":"10.1002","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1741-9249","authenticated-orcid":false,"given":"Ebenezer","family":"Afrifa\u2010Yamoah","sequence":"first","affiliation":[{"name":"Mathematical Applications &amp; Data Analytics Research Group, School of Science, Edith Cowan University Perth WA 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