Association between hs-CRP/HDL with type 2 diabetes mellitus in middle-aged and elderly people: a cross-sectional
1Department of Cardiology, Affiliated Hospital of Nantong University, Nantong, China.
Insights
The high-sensitivity C-reactive protein (hs-CRP) to high-density lipoprotein cholesterol (HDL-C) ratio may predict type 2 diabetes mellitus (T2DM) risk. Lower hs-CRP/HDL ratios were associated with a reduced likelihood of developing T2DM in older adults.
Area of Science:
- Biomarkers
- Epidemiology
- Metabolic Diseases
Background:
- Limited research exists on the high-sensitivity C-reactive protein (hs-CRP) to high-density lipoprotein cholesterol (HDL-C) ratio in relation to type 2 diabetes mellitus (T2DM).
- The hs-CRP/HDL ratio shows potential as a biomarker for assessing diabetes risk.
Purpose of the Study:
- To investigate the association between hs-CRP/HDL ratios and the incidence of T2DM.
- To evaluate the hs-CRP/HDL ratio as a predictive biomarker for T2DM.
Main Methods:
- Analysis of data from 9,381 Chinese adults aged 45 and older from the 2011 China Health and Retirement Longitudinal Study (CHARLS).
- Utilized multivariate logistic regression, subgroup analyses, smooth curve fitting, and threshold effect analysis to assess the hs-CRP/HDL ratio's association with T2DM risk.
Main Results:
- T2DM prevalence was 16.3% in the study population.
- Participants with T2DM had a 1.2 times higher mean hs-CRP/HDL ratio compared to those without diabetes.
- An adjusted odds ratio (OR) of 0.75 (95% CI: 0.64-0.87) indicated a reduced T2DM risk with higher hs-CRP/HDL levels. Significant interactions were observed between hs-CRP/HDL ratios and sex/smoking status.
Conclusions:
- A strong association exists between the hs-CRP/HDL ratio and T2DM risk.
- The hs-CRP/HDL ratio may serve as a valuable predictive biomarker for T2DM.
- Further research is needed to fully elucidate the relationship between hs-CRP/HDL ratios and T2DM incidence.
Background:
Research into the relationship between the ratio of high-sensitivity C-reactive protein (hs-CRP) and high-density lipoprotein cholesterol (HDL-C) concerning type 2 diabetes mellitus (T2DM) is still scarce. The hs-CRP/HDL ratio could be an important biomarker for evaluating the risk of developing diabetes. This study primarily aims to investigate the association between hs-CRP/HDL ratios and the incidence of T2DM within a defined population.
Methods:
This analysis was conducted using data from 9,381 participants aged 45 and older, obtained during the 2011 wave of the China Health and Retirement Longitudinal Study (CHARLS). The study evaluated the association between the hs-CRP/HDL ratio and the risk of developing type 2 diabetes mellitus (T2DM) employing multivariate logistic regression, subgroup analyses, smooth curve fitting, and threshold effect analysis.
Results:
The overall prevalence of T2DM within the study population was found to be 16.3%, with 46.1% of cases occurring in men and 53.9% in women. Participants diagnosed with T2DM demonstrated a mean hs-CRP/HDL ratio that was 1.2 times higher than that of individuals without diabetes. The adjusted odds ratio (OR) for T2DM associated with hs-CRP/HDL levels was determined to be 0.75 (95% CI: 0.64-0.87). Additionally, a significant interaction was identified between hs-CRP/HDL ratios and variables such as sex and smoking in relation to T2DM risk (P < 0.05). Further subgroup analyses examining factors like age, education, marital status, hukou status, and drinking habits did not reveal any significant interactions (all P values for interaction were >0.05).
Conclusions:
The results highlight a robust association between the hs-CRP/HDL ratio and the likelihood of developing T2DM, indicating its potential as a predictive biomarker for the condition. Additional research is required to clarify the relationship between hs-CRP/HDL ratios and the incidence of T2DM.
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