Age-stratified associations of glycemia, blood pressure, and cholesterol with mortality in diabetes: A prospective cohort study
BACKGROUND: Optimization of HbA1c, blood pressure and cholesterol, referred to as the "ABCs", is central to the management of diabetes. However, the age-specific associations of these factors with mortality in patients with diabetes remains unclear. METHODS: In this prospective cohort study, 43,732 Chinese adults aged ≥ 40 years with diabetes were included from the China Cardiometabolic Disease and Cancer Cohort (4C) Study. Participants were stratified by age (< 55, 55-<65, 65-<75, ≥ 75 years). Cox proportional hazards regression and Fine-Gray competing risk models were employed to estimate the associations of HbA1c, systolic blood pressure (SBP), and low-density lipoprotein cholesterol (LDL-C) with all-cause, cardiovascular, and non-cardiovascular mortality across age groups. Relative importance and population attributable fractions (PAFs) were computed for each metabolic factor. RESULTS: During a median follow-up of 10.1 years, 3,975 deaths were documented. Age significantly modified the associations of HbA1c, SBP, and LDL-C with all mortality outcomes (all P for interaction < 0.05). Among participants aged < 75 years, HbA1c showed graded positive associations with all-cause, cardiovascular, and non-cardiovascular mortality. The SBP thresholds associated with increased mortality risk were 140 mmHg in those aged < 65 years and 160 mmHg in those aged 65-<75 years. Among those aged ≥ 75 years, however, the patterns of these associations differed markedly. Elevated mortality risk was observed only at HbA1c ≥ 9%, with a hazard ratio (HR) of 1.51 (95% confidence interval [CI]: 1.19-1.91) for all-cause mortality and a subdistribution hazard ratio (SHR) of 1.70 (95% CI: 1.23-2.36) for cardiovascular mortality, while SBP showed no significant association with any mortality outcome in this age group. Moreover, LDL-C emerged as a significant risk factor for cardiovascular mortality. Compared with participants with LDL-C < 1.8 mmol/L, those with LDL-C of 1.8-<2.6 mmol/L exhibited a significantly higher risk (SHR: 1.86; 95% CI: 1.11-3.11). Additionally, LDL-C had the largest PAF for cardiovascular mortality (9.6%) within this age group. CONCLUSIONS: The impacts of ABC factors on mortality risk vary substantially by age among adults with diabetes. In patients aged ≥ 75 years, less stringent glycemic and blood pressure targets may be appropriate, whereas lipid management remains critically important for reducing cardiovascular mortality.
Authors
- Yiming Mu (ORCID: https://orcid.org/0000-0002-3344-3540)
- L Yan
- T Wang
- Yuanyue Zhu (ORCID: https://orcid.org/0000-0003-3114-3314)
- W L Wang
- J S Liu (ORCID: https://orcid.org/0009-0003-8582-3531)
- X Gu
- G P Chen
- X F Yu
- L ong Chen
- Qi Li (ORCID: https://orcid.org/0000-0001-8776-8730)
- Yue Wang (ORCID: https://orcid.org/0000-0003-0098-5359)
- Taoyue Yang
- W W Hu
- Shengli Wu
- Hong Qiao
- Guixia Wang
- Lixin Shi
- Yufang Bi
- on behalf of the 4C Study Group
- Huacong Deng
- Xiaojing Jia
- Yanan Huo
- Zhiyun Zhao
- Lin Lin
- Jieli Lu
- Yu Xu
- Tianshu Zeng
- Zhengnan Gao
- Feixia Shen
- Jiajun Zhao
- Zuojie Luo
- Jie Zhang
- Qin Wan
- Guang Ning
- Guijun Qin
- Xinguo Hou
- Mian Li
- Ruying Hu
- Qing Su
- Xulei Tang
- Yinfei Zhang
- Min Xu
- Yuhong Chen
- Zhen Ye
- Yingfen Qin
- Chao Liu
Institutions
- Fujian Medical University (CN)
- Nanchang University (CN)
- Guiyang Medical University (CN)
- Shandong University (CN)
- Harbin Medical University (CN)
- Sun Yat-sen University (CN)
- Guangxi Medical University (CN)
- Shanghai Jiao Tong University (CN)
- Jilin University (CN)
- Anhui Medical University (CN)
- National Health and Family Planning Commission (CN)
- Dalian University of Technology (CN)
- Wenzhou Medical University (CN)
- XinHua Hospital (CN)
- Ruijin Hospital (CN)
- First Affiliated Hospital of Wenzhou Medical University (CN)
- Affiliated Hospital of Southwest Medical University (CN)
- Jiading District Central Hospital (CN)
- Sun Yat-sen Memorial Hospital (CN)
- Dalian Municipal Central Hospital (CN)
- Jiangxi Provincial People's Hospital (CN)
- Affiliated Hospital of Guizhou Medical University (CN)
- Shandong Provincial Hospital (CN)
- First Hospital of Jilin University (CN)
- First Affiliated Hospital of GuangXi Medical University (CN)
- Wuhan Union Hospital (CN)
- The Affiliated Yongchuan Hospital of Chongqing Medical University (CN)
- Second Affiliated Hospital of Harbin Medical University (CN)
- Zhejiang Center for Disease Control and Prevention (CN)
- First Affiliated Hospital of Anhui Medical University (CN)
- Fujian Provincial Hospital (CN)
- Karamay Central Hospital (CN)
- Jiangsu Province Hospital (CN)
- First Affiliated Hospital of Zhengzhou University (CN)
- Tongji Hospital (CN)
- Chinese People's Liberation Army (CN)
- Qilu Hospital of Shandong University (CN)
- First Hospital of Lanzhou University (CN)
- Huazhong University of Science and Technology (CN)
- Lanzhou University (CN)
- Nanjing Medical University (CN)
- Chongqing Medical University (CN)
Publication Details
- Journal
- BMC Medicine
- Published
- 2026-05-30
- DOI
- https://doi.org/10.1186/s12916-026-04946-1
- Primary Topic
- Diabetes, Cardiovascular Risks, and Lipoproteins
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China