Inflammation: A Key Factor in Diabetes Management Concealed by Lipids—Validation Across Multiple Populations

Objectives: Diabetes diet management usually starts from blood lipids and blood sugar, whether inflammation is a new breakthrough in nutrient regulation.Lipid management such as low-density lipoproteincholesterol does not explain the high incidence of cardiovascular events in individuals with diabetes, and more comprehensive indicators for early risk stratification is needed.Methods: 3241 patients with diabetes from Nanfang Hospital were included for cross-sectional analysis.17144 participants with diabetes from UK Biobank were included for further prospective cohort study.Multivariable regression model, restricted cubic splines analysis, interaction test, Kaplan-Meier analysis, and mediation test were adopted.The ratio of high-sensitivity C-reactive protein (hs-CRP) and high-density lipoproteincholesterol (HDL-C) was our study variable.Results: The cross-sectional analysis showed people with higher level of hs-CRP/HDL-C tended to develop dyslipidemia .In the prospective cohort, 1673 participants experienced cardiovascular events during 12.6 years of follow-up.Compared to the lowest quartile (Q1), hazard ratios and 95% confidence intervals of new-onset cardiovascular events in Q2-4 were 1.45(1.25-1.69),1.72(1.48-2.00),and 2.02(1.75-2.34).A nonlinear positive correlation between hs-CRP/HDL-C and outcomes was observed and Kaplan-Meier analysis confirmed participants with higher hs-CRP/HDL-C levels were less likely to have disease-free survival in the next decade.Mediation test suggested lipid metabolism played a mediating role in outcomes.Similar results were observed in dyslipidemia and all-cause mortality.Conclusions: These findings have implications for the choice of adjunctive treatments beyond statin and imply that aggressive inflammation-inhibiting therapies and dietary adjustment might be needed to further reduce cardiovascular risk.ClinicalTrials: NCT06651983.

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Publication Details

Journal
Research Review
Published
2025-08-04
DOI
https://doi.org/10.52845/cs/2025-5-3-67
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
Type
article
Field-Weighted Citation Impact
0.00

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article

Inflammation: A Key Factor in Diabetes Management Concealed by Lipids—Validation Across Multiple Populations

Xiaoyan Wang
Research Review
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Inflammation: A Key Factor in Diabetes Management Concealed by Lipids—Validation Across Multiple Populations

Xiaoyan Wang
article en

Abstract

Objectives: Diabetes diet management usually starts from blood lipids and blood sugar, whether inflammation is a new breakthrough in nutrient regulation.Lipid management such as low-density lipoproteincholesterol does not explain the high incidence of cardiovascular events in individuals with diabetes, and more comprehensive indicators for early risk stratification is needed.Methods: 3241 patients with diabetes from Nanfang Hospital were included for cross-sectional analysis.17144 participants with diabetes from UK Biobank were included for further prospective cohort study.Multivariable regression model, restricted cubic splines analysis, interaction test, Kaplan-Meier analysis, and mediation test were adopted.The ratio of high-sensitivity C-reactive protein (hs-CRP) and high-density lipoproteincholesterol (HDL-C) was our study variable.Results: The cross-sectional analysis showed people with higher level of hs-CRP/HDL-C tended to develop dyslipidemia .In the prospective cohort, 1673 participants experienced cardiovascular events during 12.6 years of follow-up.Compared to the lowest quartile (Q1), hazard ratios and 95% confidence intervals of new-onset cardiovascular events in Q2-4 were 1.45(1.25-1.69),1.72(1.48-2.00),and 2.02(1.75-2.34).A nonlinear positive correlation between hs-CRP/HDL-C and outcomes was observed and Kaplan-Meier analysis confirmed participants with higher hs-CRP/HDL-C levels were less likely to have disease-free survival in the next decade.Mediation test suggested lipid metabolism played a mediating role in outcomes.Similar results were observed in dyslipidemia and all-cause mortality.Conclusions: These findings have implications for the choice of adjunctive treatments beyond statin and imply that aggressive inflammation-inhibiting therapies and dietary adjustment might be needed to further reduce cardiovascular risk.ClinicalTrials: NCT06651983.

Research Review
National Natural Science Foundation of China
Openalex Percentile: Top 72%
Diabetes, Cardiovascular Risks, and Lipoproteins
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Inflammation: A Key Factor in Diabetes Management Concealed by Lipids—Validation Across Multiple Populations — Xiaoyan Wang · Research Review (2025) | TGRS Research Map | TGRS