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Background: The atherogenic index of plasma (AIP), an emerging biomarker of lipid dysregulation, and high-sensitivity C-reactive protein (hs-CRP), an established marker of inflammation, are both implicated in the development of cardiovascular disease (CVD). However, their joint impact on CVD risk and the underlying mediation mechanisms remain unclear.
Methods: This study used data from the China Health and Retirement Longitudinal Study (CHARLS), including 8,763 adults aged ≥45 years with up to 9 years of follow-up. Baseline AIP and hs-CRP levels were measured, and participants were divided into four groups based on the AIP median and hs-CRP threshold (1 mg/L). Multivariable Cox models assessed associations with CVD. Mediation analyses examined direct and indirect effects, including bidirectional mediation. Additive interaction was evaluated using the relative excess risk due to interaction (RERI), and predictive performance was assessed via Receiver Operating Characteristic Curve (ROC) curve analysis.
Results: A total of 1,693 participants developed CVD during the follow-up period. Higher levels of AIP and hs-CRP were independently associated with CVD. Joint analysis showed that, compared with individuals with AIP below the median and hs-CRP <1 mg/L, those with elevated levels of both AIP and hs-CRP had the highest risks of CVD (HR: 1.655; 95% CI: 1.455-1.883), heart disease (HR: 1.402; 95% CI: 1.207-1.628), and stroke (HR: 2.207; 95% CI: 1.771-2.749). These associations remained significant after adjustment for potential confounders, although the effect sizes were attenuated. Notably, the effect of hs-CRP on increased CVD risk was more pronounced among individuals with higher AIP levels. Mediation analysis revealed that hs-CRP mediated 6.6% of the association between AIP and CVD (=0.042), while AIP mediated 20.3% of the association in the reverse pathway (=0.008). The RERI between AIP and hs-CRP for CVD was 0.141 (95% CI: -0.102 to 0.384), suggesting a possible positive additive interaction. The ROC analysis indicated that the combined model had better predictive performance for CVD than either marker alone (AUC = 0.590), with the best performance observed in stroke prediction (AUC = 0.615). Subgroup analyses confirmed consistent associations across demographic and clinical subgroups, except in individuals with prediabetes or diabetes.
Conclusions: Elevated levels of AIP and hs-CRP were independently and jointly associated with an increased risk of cardiovascular disease, particularly stroke. The observed mutual mediation effects and potential additive interaction suggest that lipid metabolism and inflammation may be interconnected in the pathophysiological processes underlying cardiovascular risk. These findings highlight the potential value of incorporating both biomarkers into cardiovascular risk assessment models to enhance early identification and prevention strategies among middle-aged and older adults.
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http://dx.doi.org/10.3389/fendo.2025.1618157 | DOI Listing |
Eur J Appl Physiol
September 2025
School of Physical Education, Jiangxi Normal University, 99 Ziyang Avenue, Nanchang, 330022, China.
Background: Musculoskeletal disease (MSD), including osteoarthritis, rheumatoid arthritis, osteoporosis, and sarcopenia, poses a serious social burden. While physical activity (PA) benefits musculoskeletal health, the optimal PA level for MSD prevention remains unclear. Clarifying risk factors and biological mechanisms is essential.
View Article and Find Full Text PDFBMC Endocr Disord
September 2025
Department of Gastroenterology, Health Science University Adana City Educational and Research Hospital, Adana, Turkey.
Aim: The relationship between insulin resistance and atherosclerosis in euthyroid Hashimoto’s thyroiditis (HT) remains unclear. This study aimed to compare the atherogenic index of plasma (AIP) and triglyceride–glucose (TyG) index between patients with euthyroid HT and healthy controls.
Materials And Methods: This retrospective cross-sectional study examined 1,000 patients aged 18–50 who visited the internal medicine outpatient clinic at Mersin City Training and Research Hospital between January 1, 2020, and June 1, 2022.
Eur J Nutr
September 2025
Department of Epidemiology and Environmental Health, University at Buffalo, 270 Farber Hall, Buffalo, NY, 14214, USA.
Purpose: We previously identified a dietary pattern (DP) associated with plasma trimethylamine -oxide (TMAO) and choline, the TMAO-DP, where higher scores represent more atherogenic potential of the diet. The mechanisms linking dietary intake to the presence of choline and TMAO in the plasma, and by which TMAO may influence atherosclerosis in humans require further clarification. The objective was to evaluate associations between the TMAO-DP and metabolomic profiles in postmenopausal women from the Women’s Health Initiative (WHI).
View Article and Find Full Text PDFJ Am Nutr Assoc
September 2025
Department of Internal Medicine, Medicana Zincirlikuyu Hospital, Istanbul, Turkey.
Objectives: Natural products like Aronia () are promising candidates to manage metabolic abnormalities due to their bioactive compounds. This study aimed to evaluate the effects of daily Aronia fruit extract supplementation on the components of Metabolic Syndrome (MetS), cardiovascular health, inflammation, and atherogenic markers in elderly patients.
Methods: Our study is a randomized controlled trial of 44 subjects (12 males and 32 females) diagnosed with MetS.
Prev Nutr Food Sci
August 2025
Department of Food and Nutrition, Chonnam National University, Gwangju 61186, Korea.
The Framingham risk score (FRS) is used to assess an individual's risk of developing coronary heart disease (CHD) within 10 years by evaluating CHD risk factors. Despite the increasing mortality rate from CHD, there are limited studies examining the association between the atherogenic coefficient (AC), atherogenic index of plasma (AIP), dietary intake (assessed using a food frequency questionnaire), and FRS-CHD in Korea. The FRS is based on the following coronary risk factors: age, sex, total cholesterol, high-density lipoprotein cholesterol, smoking habits, and systolic blood pressure.
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