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Background: Type 2 diabetes mellitus (T2D) confers a two- to three-fold increased risk of cardiovascular disease (CVD). However, the mechanisms underlying increased CVD risk among people with T2D are only partially understood. We hypothesized that a genetic association study among people with T2D at risk for developing incident cardiovascular complications could provide insights into molecular genetic aspects underlying CVD.
Methods: From 16 studies of the Cohorts for Heart & Aging Research in Genomic Epidemiology (CHARGE) Consortium, we conducted a multi-ancestry time-to-event genome-wide association study (GWAS) for incident CVD among people with T2D using Cox proportional hazards models. Incident CVD was defined based on a composite of coronary artery disease (CAD), stroke, and cardiovascular death that occurred at least one year after the diagnosis of T2D. Cohort-level estimated effect sizes were combined using inverse variance weighted fixed effects meta-analysis. We also tested 204 known CAD variants for association with incident CVD among patients with T2D.
Results: A total of 49,230 participants with T2D were included in the analyses (31,118 European ancestries and 18,112 non-European ancestries) which consisted of 8,956 incident CVD cases over a range of mean follow-up duration between 3.2 and 33.7 years (event rate 18.2%). We identified three novel, distinct genetic loci for incident CVD among individuals with T2D that reached the threshold for genome-wide significance (<5.0×10): rs147138607 (intergenic variant between and ) with a hazard ratio (HR) 1.23, 95% confidence interval (CI) 1.15 - 1.32, =3.6×10, rs11444867 (intergenic variant near ) with HR 1.89, 95% CI 1.52 - 2.35, =9.9×10, and rs335407 (intergenic variant between and ) HR 1.25, 95% CI 1.16 - 1.35, =1.5×10. Among 204 known CAD loci, 32 were associated with incident CVD in people with T2D with <0.05, and 5 were significant after Bonferroni correction (<0.00024, 0.05/204). A polygenic score of these 204 variants was significantly associated with incident CVD with HR 1.14 (95% CI 1.12 - 1.16) per 1 standard deviation increase (=1.0×10).
Conclusions: The data point to novel and known genomic regions associated with incident CVD among individuals with T2D.
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http://dx.doi.org/10.1101/2023.07.25.23293180 | DOI Listing |
JMIR Aging
September 2025
Department of Geriatrics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Background: Sarcopenia is associated with cardiovascular diseases (CVDs). However, whether changes in sarcopenia status affect CVD risk remains unclear. In addition, how indoor fuel use impacts the sarcopenia transition process is less well studied.
View Article and Find Full Text PDFPLoS One
September 2025
The Second Affiliated Hospital of Baotou Medical College, Inner Mongolia, Baotou, China.
Background: Obesity and cardiovascular disease (CVD) are both associated with sedentary behavior. However, the role that sedentary behavior plays in the relationship between obesity and CVD in patients with diabetes remains unclear. This study aimed to examine how the weight-adjusted waist index (WWI) relates to CVD risk in patients with diabetes and to explore sedentary behavior's potential mediating role in this relationship.
View Article and Find Full Text PDFInt J Vitam Nutr Res
July 2025
Institute of Cardiovascular Disease, China Three Gorges University, 443005 Yichang, Hubei, China.
Background: The effects of dietary niacin on the risk of cardiovascular disease (CVD) and mortality in patients with chronic kidney disease (CKD) remain unclear.
Methods: CKD patients with estimated glomerular filtration rates (eGFRs) 20-59 mL/min/1.73 m or urinary albumin/creatinine ratio ≥30 mg/g were identified in the National Health and Nutrition Examination Survey (NHANES) data from 2003 to 2018.
J Geriatr Cardiol
August 2025
Department of Cardiology, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China.
Background: Physical inactivity is a significant yet underappreciated risk factor for cardiovascular disease (CVD), particularly among older adults. The aim of this study was to analyze the global burden of CVD attributable to physical inactivity in individuals aged 70 years and older from 1990 to 2021 using the Global Burden of Disease data.
Methods: We assessed trends in disability-adjusted life years (DALYs) and deaths, decomposed changes into population growth, aging, and epidemiological factors, and examined health inequalities across sociodemographic index (SDI) regions.
Am J Prev Cardiol
September 2025
Cardiovascular Division, Department of Medicine, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, MA, USA.
Background: In adults without cardiovascular disease (CVD), there is limited understanding of the association between overall cardiovascular health (CVH) and arterial health.
Methods: In 2330 Framingham Heart Study Offspring participants free of CVD (60±9 years; 57% women) with Life's Essential 8 (LE8) and applanation tonometry data (Exam 7), we calculated CVH scores per American Heart Association's LE8 guidelines. Multivariable-adjusted regression analyses examined the relations of LE8 with aortic stiffness and pressure pulsatility [negative inverse carotid-femoral pulse wave velocity (niCFPWV), central pulse pressure (CPP), respectively], and examined effect modification by age and sex.