Overweight or Obesity increases the risk of cardiovascular disease among older Australian adults, even in the absence of cardiometabolic risk factors: A Bayesian survival analysis from the Hunter Community Study.
preprint
OA: closed
CC-BY-4.0
Abstract
Abstract Objective To estimate the risk of cardiovascular disease (CVD) in older adults with overweight or obesity without metabolic risk factors using a Bayesian survival analysis. Design: Prospective cohort study with median follow-up of 9.7 years. Setting: Newcastle, New South Wales, Australia. Participants : A total of 2313 community-dwelling older men and women. Intervention/exposure: Participants without known CVD and with a body mass index (BMI) ≥ 18.5 kgm2 were stratified by BMI and metabolic risk to create six BMI-metabolic health categories. Metabolic risk was defined according to the International Diabetes Federation criteria for metabolic syndrome. “Metabolically healthy” was defined as absence of metabolic risk factors. Bayesian survival analysis, incorporating prior information from a previously published meta-analysis was used to assess the effect of BMI-metabolic health categories on time from recruitment to CVD. Main Outcome: Incident physician-diagnosed CVD, defined as fatal or nonfatal myocardial infarction, fatal or nonfatal stroke, angina, or coronary revascularisation procedure, was determined by linkage to hospital admissions records and Medicare Australia data. Secondary outcomes were cardiovascular mortality and all-cause mortality. Results From 2313 adults with complete metabolic health data over a median follow-up of 9.7 years, 283 incident CVD events, 58 CVD related deaths and 277 deaths from any cause occurred. In an adjusted Bayesian survival model of complete cases with informative prior and metabolically healthy normal weight as the reference group, the risk of CVD was increased in metabolically healthy overweight (HR = 1.52, 95% credible interval 0.96–2.36), and in metabolically healthy obesity (HR = 1.86, 95% credible interval 1.14–3.08). Imputation of missing metabolic health and confounding data did not change the results. Conclusion There was increased risk of CVD in older adults with overweight or obesity, even in the absence of any metabolic abnormality. This argues against the notion of “metabolically healthy” overweight or obesity.
My notes (saved in your browser only)
Citation neighborhood (no data yet)
We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.
References (42)
- doi:10.1016/s0140-6736(17)32129-3 via crossref
- doi:10.1111/j.1559-4572.2008.00044.x via crossref
- doi:10.1038/oby.2009.253 via crossref
- doi:10.7326/0003-4819-138-1-200301070-00008 via crossref
- doi:10.1038/s41366-018-0210-2 via crossref
- doi:10.1001/jama.289.2.187 via crossref
- doi:10.1016/s2213-8587(13)70062-7 via crossref
- doi:10.1097/01.ogx.0000340775.89112.ae via crossref
- doi:10.1001/archinte.168.15.1617 via crossref
- doi:10.1093/eurheartj/ehu123 via crossref
- doi:10.2337/dc12-1971 via crossref
- doi:10.1161/circulationaha.109.887521 via crossref
- doi:10.1210/jc.2013-2832 via crossref
- doi:10.1016/j.jacc.2017.07.763 via crossref
- doi:10.1016/s2213-8587(18)30137-2 via crossref
- doi:10.1210/jc.2016-3346 via crossref
- doi:10.1371/journal.pone.0154273 via crossref
- doi:10.1210/jc.2011-3475 via crossref
- doi:10.1371/journal.pone.0195210 via crossref
- doi:10.1210/jc.2006-0594 via crossref
- doi:10.7326/0003-4819-159-11-201312030-00008 via crossref
- doi:10.1016/j.ijcard.2013.07.230 via crossref
- doi:10.1177/2047487315623884 via crossref
- doi:10.1002/oby.21344 via crossref
- doi:10.1093/ije/dyp343 via crossref
- doi:10.1002/(sici)1096-9136(199807)15:7<539::aid-dia668>3.0.co;2-s via crossref
- doi:10.1093/aje/kws127 via crossref
- doi:10.1111/1753-6405.12159 via crossref
- doi:10.1177/1536867x0900900205 via crossref
- doi:10.32614/rj-2018-017 via crossref
- doi:10.1371/journal.pone.0195210 via crossref
- doi:10.1016/j.amjcard.2010.09.034 via crossref
- doi:10.1016/j.jacc.2013.11.035 via crossref
- doi:10.3945/ajcn.112.040006 via crossref
- doi:10.2337/diacare.28.2.391 via crossref
- doi:10.1016/j.ijcard.2014.01.073 via crossref
- doi:10.1016/j.atherosclerosis.2017.02.002 via crossref
- doi:10.1016/j.amjcard.2007.06.073 via crossref
- doi:10.1001/jamainternmed.2013.10522 via crossref
- doi:10.1016/j.pcad.2018.07.008 via crossref
- doi:10.7326/m14-1796 via crossref
- doi:10.1093/eurheartj/ehs174 via crossref
Source provenance
- crossref
- last seen: 2026-07-10T06:41:19.402808+00:00
- europepmc
- last seen: 2026-05-19T01:45:01.086888+00:00
- unpaywall
- last seen: 2026-05-22T02:00:06.705733+00:00
License: CC-BY-4.0