Association of remnant cholesterol with insulin resistance and type 2 diabetes: mediation analyses from NHANES 1999-2020

被引:0
|
作者
Li, Yuying [1 ]
Zeng, Qiao [2 ]
Peng, Danping [3 ]
Hu, Pingsheng [4 ]
Luo, Jiahua [5 ]
Zheng, Keyang [6 ]
Yin, Yuzhe [7 ]
Si, Rite [8 ,9 ,10 ]
Xiao, Jingyi [11 ]
Li, Shaofen [12 ]
Fu, Jinxiang [3 ]
Liu, Jinping [3 ]
Huang, Yuqing [13 ]
机构
[1] Capital Med Univ, Sch Basic Med Sci, Beijing, Peoples R China
[2] Jian Coll, Sch Med Technol & Nursing, Jian, Jiangxi, Peoples R China
[3] Jian Cent Hosp, Dept Endocrinol, Jian, Jiangxi, Peoples R China
[4] Jian Cent Hosp, Dept Resp & Crit Care Med, Jian, Jiangxi, Peoples R China
[5] Jian Cent Hosp, Dept Neurol, Jian, Jiangxi, Peoples R China
[6] Beijing Nucl Ind Hosp, Dept Gen Surg, Beijing, Peoples R China
[7] Chinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, Dept Cardiol, Beijing, Peoples R China
[8] Capital Med Univ, Beijing Anding Hosp, Natl Clin Res Ctr Mental Disorders, Beijing Key Lab Mental Disorders, Beijing, Peoples R China
[9] Capital Med Univ, Natl Ctr Mental Disorders, Beijing, Peoples R China
[10] Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R China
[11] Capital Med Univ, Clin Med Sch 6, Beijing, Peoples R China
[12] Jian Cent Hosp, Dept Lab, Jian, Jiangxi, Peoples R China
[13] Jinggangshan Univ, Dept Endocrinol, Affiliated Hosp, 1 Quanshuiyan Rd, Jian 343000, Jiangxi, Peoples R China
关键词
Remnant cholesterol; Insulin resistance; Type 2 diabetes mellitus; Mediation analysis; NHANES; INDEPENDENT PREDICTOR; MELLITUS; OBESITY; RISK;
D O I
10.1186/s12944-024-02393-6
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background Previous studies have established a correlation between elevated levels of remnant cholesterol (RC) and the occurrence of type 2 diabetes mellitus (T2D) as well as insulin resistance (IR); however, the precise nature of these associations remains incompletely elucidated. This study aimed to evaluate the relationships between RC and IR, as well as RC and T2D, and to determine the extent to which IR mediated the relationship between RC and T2D. Methods This was an observational study that utilized cross-sectional methods to examine the general population in the National Health and Nutrition Examination Survey (NHANES) 1999-2020. The participants were divided into 4 groups according to the RC quartiles. The outcome was the prevalence of IR and T2D. Survey-weighted binary logistic regression analysis was used to analyze the associations, and the restricted cubic spline (RCS) curve was used to further analyze the nonlinear relationship. Receiver operating characteristic (ROC) curves were generated to evaluate the diagnostic performance, and the areas under the curves (AUC) of RC, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) were compared using the DeLong test. The mediating effect of IR on the relationship between RC and T2D was evaluated through mediation analysis. Results A total of 23,755 participants (46.02 +/- 18.48 years, 48.8% male) were included in our study. Higher RC levels were significantly associated with increased prevalence of both IR and T2D. After adjusting for potential confounders, logistic regression analysis showed that higher RC quartiles were associated with the increased prevalence of IR [Quartile 4 vs. Quartile 1: odds ratio (OR) (95% confidence interval, CI): 1.65 (1.41-1.94), p < 0.001] and T2D [Quartile 4 vs. Quartile 1: OR (95% CI): 1.24 (1.03-1.50), p = 0.024]. RCS analysis revealed two distinct nonlinear relationships: one between RC levels and the prevalence of IR (nonlinear p < 0.001), and another between RC levels and the prevalence of T2D (nonlinear p < 0.001). ROC curve analysis demonstrated that RC had the highest discriminative ability, significantly outperforming LDL-C, HDL-C, and TG in predicting both IR and T2D risk (all P < 0.001 by DeLong test). Mediation analysis revealed that IR significantly mediated the relationship between RC and T2D, with approximately 54.1% of the effect of RC on T2D being indirect through IR. Conclusions Higher RC level was associated with increased prevalence of IR and T2D. IR mediated 54.1% of the association between RC and T2D, suggesting that managing IR could be crucial in reducing the risk of T2D in individuals with elevated RC levels.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] The association between serum cadmium and diabetes in the general population: A cross-sectional study from NHANES (1999-2020)
    Gong, Rongpeng
    Pu, Xiaolu
    Cheng, Zhenqian
    Ding, Jie
    Chen, Zhenghao
    Wang, Yongjun
    FRONTIERS IN NUTRITION, 2022, 9
  • [2] Association between cardiometabolic index and hypertension among US adults from NHANES 1999-2020
    Guo, Tuo
    Zhou, Yang
    Yang, Guifang
    Sheng, Lijuan
    Chai, Xiangping
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [3] Early-Onset Type 2 Diabetes in the US-Prevalence from National Health and Nutrition Examination Survey (NHANES) 1999-2020 Data
    Lee, Clare
    Boye, Kristina
    Bergman, Brandon
    Williamson, Suzanne E.
    Nelson, David R.
    DIABETES, 2024, 73
  • [4] Association between triglyceride-glucose index and chronic kidney disease: results from NHANES 1999-2020
    Li, Xiaowan
    Wang, Lanyu
    Zhou, Hongyi
    Xu, Hongyang
    INTERNATIONAL UROLOGY AND NEPHROLOGY, 2024, 56 (11) : 3605 - 3616
  • [5] Empagliflozin decreases remnant-like particle cholesterol in type 2 diabetes patients with insulin resistance
    Hattori, Sachiko
    JOURNAL OF DIABETES INVESTIGATION, 2018, 9 (04) : 870 - 874
  • [6] Prescription medication use among patients with type 2 diabetes in the United States: 1999-2020
    Li, Shanshan
    Pan, Shaoxi
    Jiang, Shaoxiang
    Shin, Jung-Im
    Liu, Gordon G.
    Lyu, Beini
    DIABETES OBESITY & METABOLISM, 2024, 26 (07): : 2933 - 2944
  • [7] Association of serum uric acid with risk of stroke in US adults: A cross-sectional study from NHANES 1999-2020
    Gao, Bei
    Bao, Yun
    Meng, Min
    Yu, Lijun
    Lu, Yali
    Sa, Rina
    Liang, Xiaoyan
    Shi, Jie
    JOURNAL OF STROKE & CEREBROVASCULAR DISEASES, 2023, 32 (08):
  • [8] Trends in Ischemic Stroke-Related Mortality in Patients With Type 2 Diabetes in the United States, 1999-2020
    Farhan, Syed Husain
    Khan, Adam Bilal
    Nasir, Muhammad Moiz
    Mushahid, Hasan
    Banatwala, Umm E. Salma
    Taufiq, Muhammad Usman
    Mahmood, Umar
    Kumar, Harsh
    Ishtiaq, Jawad
    Ahmed, Jawad
    Siddiqi, Rabbia
    Farhan, Syed Ali
    Marsia, Shayan
    STROKE, 2024, 55
  • [9] Association of systemic immunity-inflammation index with type 2 diabetes and insulin resistance in NHANES 2005-2018
    Zhao, Qinying
    Liu, Xuan
    Xu, Jialu
    Rao, Xiaojuan
    Liu, Ming
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [10] Adiponectin and its association with insulin resistance and type 2 diabetes
    Tianxin Sheng
    遗传学报, 2008, (06) : 321 - 326