Association of estimated small dense low-density lipoprotein cholesterol with diabetes mellitus: a large-scale multicenter retrospective cohort study

被引:0
作者
Gao, Yingkai [1 ]
机构
[1] First Hosp Jilin Univ, 1 Xinmin St, Changchun 130021, Jilin, Peoples R China
关键词
Diabetes mellitus; Small dense low-density lipoprotein cholesterol; Non-linearity; INSULIN-RESISTANCE; LDL CHOLESTEROL; VALIDATION; DISEASE;
D O I
10.1186/s12902-025-01880-w
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Estimated small dense low-density lipoprotein cholesterol (sdLDL-C) was related to atherosclerosis, coronary heart disease and metabolic syndrome. Despite these findings, limited evidence is available on the relationship between sdLDL-C levels and the onset of diabetes mellitus (DM). Methods The study analyzed data from 118,080 adults enrolled at the Rich Healthcare Group between 2010 and 2016. The relationship between sdLDL-C levels and the risk of DM was examined using Cox proportional hazards regression. In order to evaluate potential nonlinear associations, cubic spline functions and smooth curve fitting were incorporated into the Cox regression framework. Furthermore, a two-piecewise Cox proportional hazards regression was employed to pinpoint the inflection point of sdLDL-C regarding DM risk. Results SdLDL-C was found to have a significant correlation with DM risk after controlling for confounders (HR: 1.04, 95% CI: 1.03-1.04, P < 0.0001). The inflection point for sdLDL-C was calculated to be 29.49 mg/dL. The HR was measured at 1.08 (95% CI: 1.06-1.10) when sdLDL-C was below 29.49 mg/dL, and it decreased to 1.03 (95% CI: 1.03-1.04) when above 29.49 mg/dL. Conclusion This investigation reveals a nonlinear positive connection between sdLDL-C levels and the risk of developing DM in Chinese adults. Notably, sdLDL-C levels lower than 29.49 mg/dL were strongly associated with a greater risk of DM. Clinical trial number not applicable.
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页数:10
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共 41 条
[1]  
Amer Diabet Assoc, 2011, DIABETES CARE, V34, pS11, DOI [10.2337/dc13-S011, 10.2337/dc12-s011, 10.2337/dc11-S062, 10.2337/dc11-S011, 10.2337/dc14-S081, 10.2337/dc10-S062, 10.2337/dc13-S067, 10.2337/dc10-S011, 10.2337/dc12-s064]
[2]   Prevalence and prevention of cardiovascular disease and diabetes mellitus [J].
Balakumar, Pitchai ;
Maung-U, Khin ;
Jagadeesh, Gowraganahalli .
PHARMACOLOGICAL RESEARCH, 2016, 113 :600-609
[3]   Predominance of small dense low-density lipoproteins and abnormal glucose regulation in patients with acute coronary syndrome [J].
Ban, Y ;
Koba, S ;
Tsunoda, F ;
Yokota, Y ;
Ezumi, H ;
Kondo, T ;
Suzuki, H ;
Katagiri, T .
CIRCULATION JOURNAL, 2006, 70 (04) :393-401
[4]   Derivation and Validation of a Prediction Model for Predicting the 5-Year Incidence of Type 2 Diabetes in Non-Obese Adults: A Population-Based Cohort Study [J].
Cai, Xin-Tian ;
Ji, Li-Wei ;
Liu, Sha-Sha ;
Wang, Meng-Ru ;
Heizhati, Mulalibieke ;
Li, Nan-Fang .
DIABETES METABOLIC SYNDROME AND OBESITY-TARGETS AND THERAPY, 2021, 14 :2087-2101
[5]   Hepatic Steatosis Index and the Risk of Type 2 Diabetes Mellitus in China: Insights from a General Population-Based Cohort Study [J].
Cai, Xintian ;
Gao, Jing ;
Liu, Shasha ;
Wang, Mengru ;
Hu, Junli ;
Hong, Jing ;
Zhu, Qing ;
Tuerxun, Guzailinuer ;
Dang, Yujie ;
Li, Nanfang .
DISEASE MARKERS, 2022, 2022
[6]  
Cai XT, 2022, AM J TRANSL RES, V14, P4505
[7]   A Prediction Model Based on Noninvasive Indicators to Predict the 8-Year Incidence of Type 2 Diabetes in Patients with Nonalcoholic Fatty Liver Disease: A Population-Based Retrospective Cohort Study [J].
Cai, Xintian ;
Zhu, Qing ;
Cao, Yuanyuan ;
Liu, Shasha ;
Wang, Mengru ;
Wu, Ting ;
Hong, Jing ;
Ahmat, Ayguzal ;
Aierken, Xiayire ;
Li, Nanfang .
BIOMED RESEARCH INTERNATIONAL, 2021, 2021
[8]   Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching [J].
Cao, Changchun ;
Hu, Haofei ;
Zheng, Xiaodan ;
Zhang, Xiaohua ;
Wang, Yulong ;
He, Yongcheng .
SCIENTIFIC REPORTS, 2022, 12 (01)
[9]   Clinical significance of neutrophil gelatinase-associated lipocalin and sdLDL-C for coronary artery disease in patients with type 2 diabetes mellitus aged ≥ 65 years [J].
Chen, Yanhong ;
Fu, Yu ;
Wang, Shixin ;
Chen, Pengsheng ;
Pei, Yunfeng ;
Zhang, Jiao ;
Zhang, Rui ;
Niu, Guoping ;
Gu, Feng ;
Li, Xiaoli .
CARDIOVASCULAR DIABETOLOGY, 2022, 21 (01)
[10]   Association of body mass index and age with incident diabetes in Chinese adults: a population-based cohort study [J].
Chen, Ying ;
Zhang, Xiao-Ping ;
Yuan, Jie ;
Cai, Bo ;
Wang, Xiao-Li ;
Wu, Xiao-Li ;
Zhang, Yue-Hua ;
Zhang, Xiao-Yi ;
Yin, Tong ;
Zhu, Xiao-Hui ;
Gu, Yun-Juan ;
Cui, Shi-Wei ;
Lu, Zhi-Qiang ;
Li, Xiao-Ying .
BMJ OPEN, 2018, 8 (09)