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Objective: This study analyzes data from the 2009-2018 National Health and Nutrition Examination Survey (NHANES) to explore the relationship between the Aggregate Index of Systemic Inflammation (AISI), also referred to as the pan-immune-inflammation value (PIV), and Type 2 Diabetes Mellitus (T2DM) among adults in the United States. Furthermore, it evaluates the mediating effect of obesity indicators on this association.
Methods: This study included 9,947 individuals from NHANES and applied appropriate weighting techniques. To examine the relationship between AISI and T2DM, we used various statistical models, including weighted multivariable logistic regression, smooth curve fitting, threshold effect analysis, subgroup analysis, trend tests, mediation analysis, and Shapley additive explanations (SHAP) models.
Results: This research included a total of 9,947 participants, with 3,220 diagnosed with T2DM, while 6,727 remained undiagnosed. Weighted multiple logistic regression with all covariates adjusted indicated that with every one-unit increment in AISI/1000, there was an 88.3% likelihood of T2DM occurrence (OR: 1.883, 95% CI: 1.378-2.571). The stratified analysis identified significant differences in this association based on age, biological sex, level of education, poverty-income ratio (PIR), tobacco consumption status, and body mass index (BMI). Interaction tests revealed a positive association between AISI and T2DM, apart from PIR, BMI, age, education attainment, race, gender, tobacco use status, Estimated Glomerular Filtration Rate(eGFR), platelet count, and high blood pressure, with none of the interaction p-values falling below 0.05. Nevertheless, the occurrence of cardiovascular disease (CVD) among participants may affect the strength of this relationship, where an interaction p-value was less than 0.05. Additionally, smoothing curve fitting revealed a nonlinear relationship between AISI and T2DM, marking a significant change at AISI/1000 of 0.21. Mediation analysis indicated that five obesity-related indicators-LAP, VAI, WHtR, WWI and ABSI - partly mediated the association between AISI/1000 and T2DM.
Conclusion: An increase in AISI is associated with an elevated probability of T2DM, with obesity indicators potentially mediating this relationship. Reducing AISI and managing obesity may help prevent T2DM. However, with the cross-sectional design of this study, causal relationships cannot be established. Future research should utilize longitudinal studies to confirm these findings.
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http://dx.doi.org/10.1186/s12944-025-02589-4 | DOI Listing |
Obesity (Silver Spring)
September 2025
Department of Pediatrics, Saban Research Institute, Children's Hospital Los Angeles, University of Southern California, Los Angeles, California, USA.
Objective: This study aimed to identify key childhood obesity correlates in Southern California by analyzing individual components from four social determinants of health (SDoH) indices and explore their interactions.
Methods: We utilized publicly available data from 330 cities across 10 counties, incorporating childhood obesity rates from the 2019 California Department of Education Physical Fitness Test (684,419 children, 40% Latino). Fifty-two individual SDoH were obtained from the Healthy Places Index, Social Vulnerability Index, CalEnviroScreen, and Child Opportunity Index (2015-2019).
Analyst
September 2025
Institute of Basic Theory for Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China.
: Postmenopausal conditions can lead to metabolic disorders such as obesity and steatosis. (PT), a prominent traditional Chinese medicine, exerts potential therapeutic effects against hepatic injury. Nevertheless, the extent to which PT ameliorates liver damage resulting from estrogen deficiency, along with the associated mechanisms, remains poorly understood.
View Article and Find Full Text PDFBr J Nutr
September 2025
Systematic Review and Meta-Analysis Expert Group (SRMEG), Universal Scientific Education and Research Network (USERN), Tehran, Iran.
Although numerous clinical studies suggest that ginseng supplementation may benefit cardiovascular disease (CVD) risk factors, results remain inconclusive. This systematic review and meta-analysis evaluated the effects of ginseng supplementation on CVD-related risk factors. Relevant studies were identified through electronic searches in Embase, Web of Science, Scopus, PubMed, and CENTRAL up to August 2024.
View Article and Find Full Text PDFInt J Gen Med
September 2025
Hypertension Center of People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, 830001, People's Republic of China.
Objective: Previous studies have mainly focused on the relationship between the Chinese Visceral Adiposity Index (CVAI) and obstructive sleep apnea (OSA) in general or overweight/obese populations. However, normal-weight hypertensive patients represent a clinically relevant yet understudied group, in whom OSA risk may be underestimated due to the absence of overt obesity. This study aimed to investigate the association between CVAI and OSA in normal-weight patients with hypertension, given the important role of visceral adiposity in the pathogenesis of OSA.
View Article and Find Full Text PDFMedicine (Baltimore)
September 2025
Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
The association between asthma and chronic obstructive pulmonary disease overlap (ACO) and insulin resistance (IR) has not been adequately investigated. Triglyceride glucose (TyG) index-related obesity indices offer a novel measure for assessing IR. We aimed to explore the associations between these indices and ACO in US population.
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