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Chen G, Liu S, Ouyang W, Yang L, Chen Y, Guo X. Relationships between atherogenic index of plasma and body mass index with the risk of type 2 diabetes mellitus: insights from CHARLS. Acta Diabetol 2025:10.1007/s00592-025-02516-0. [PMID: 40332562 DOI: 10.1007/s00592-025-02516-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 04/21/2025] [Indexed: 05/08/2025]
Abstract
BACKGROUND The complex relationship between obesity and dyslipidemia in type 2 diabetes mellitus (T2DM) remains an area of interest but is not fully understood. This study aimed to evaluate the intricate links between atherogenic index of plasma (AIP), body mass index (BMI), and T2DM risk. METHODS Based on data from the China Health and Retirement Longitudinal Study, this analysis comprised 6754 individuals aged 45 and over, free of T2DM in 2011. BMI and AIP were the exposures, with T2DM incidence as the primary focus. Logistic regression models generated odds ratios (ORs), and a thorough decomposition of BMI's impact on T2DM revealed natural indirect and direct effects. The study also examined the complex interactions and combined effects of these two exposures. RESULTS By the end of 2018, 972 individuals were diagnosed with T2DM. The AIP played a significant association in the relationship between BMI and T2DM, explaining 21.7% and 18.9% of the association in different BMI ranges. A significant additive effect was observed between BMI and AIP, with a relative excess risk due to interaction of 0.62. BMI ≥ 24.0 kg/m2 and AIP above the median together conferred the highest risk of T2DM, with an OR of 2.31 and a 95% confidence interval (CI) of 1.92-2.79. CONCLUSION Exposure to overweight/obesity or high AIP raises T2DM risk among Chinese ≥ 45 years, AIP partly mediates BMI-T2DM link.
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Affiliation(s)
- Genghang Chen
- Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, 510120, China
| | - Shaonan Liu
- Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, 510120, China
- State Key Laboratory of Dampness, Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120, China
| | - Wenwei Ouyang
- Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, 510120, China
| | - Lihong Yang
- Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, 510120, China
| | - Yu Chen
- Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, 510120, China.
- State Key Laboratory of Dampness, Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120, China.
| | - Xinfeng Guo
- Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, 510120, China.
- State Key Laboratory of Dampness, Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120, China.
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Jebasingh FK, Anoop S, Dasgupta R, Kurian ME, Joseph A, Rebekah G, Mohan V, Thomas N. Understanding the predictive accuracy of the InsuTAG index over other surrogate indices in normoglycaemic, non-obese males from Southern India. Sci Rep 2023; 13:19497. [PMID: 37945732 PMCID: PMC10636180 DOI: 10.1038/s41598-023-45880-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 10/25/2023] [Indexed: 11/12/2023] Open
Abstract
We aimed to evaluate the predictive accuracy of InsuTAG index against M value of the hyperinsulinaemic-Euglycaemic clamp (HEC) procedure and fasting surrogate indices of insulin sensitivity/resistance in young, normoglycaemic, Asian Indian males. HEC studies were done in young (mean age 19.7 ± 1 years), non-obese (mean BMI 19.2 ± 2.6 kg/m2), normoglycemic Asian Indian males (n = 110) and the M value was calculated. Surrogate indices namely InsuTAG index, HOMA-IR, FG-IR, QUICKI and McAuley index were calculated. Pearson's correlation and ROC-AUC at 95% CI were applied. Significant negative correlation was observed for InsuTAG index with the M value (r - 0.23, p = 0.01), McAuley index (r - 0.65, p < 0.01), QUICKI (r - 0.34, p < 0.01) and FGIR (r - 0.35, p < 0.01). Significant positive correlations of InsuTAG index were observed for BMI and waist circumference. The ROC-AUC was higher for InsuTAG index (0.75) than FGIR (0.30), QUICKI (0.31), and McAuley index (0.20). The InsuTAG cut-off value ≥ 19.13 showed 66.7% sensitivity and 69.2% specificity in this study group.
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Affiliation(s)
- Felix K Jebasingh
- Department of Endocrinology, Diabetes and Metabolism, Christian Medical College Vellore, Ida Scudder Road, Vellore, Tamilnadu, 632004, India
| | - Shajith Anoop
- Department of Endocrinology, Diabetes and Metabolism, Christian Medical College Vellore, Ida Scudder Road, Vellore, Tamilnadu, 632004, India
| | - Riddhi Dasgupta
- Department of Endocrinology, Diabetes and Metabolism, Christian Medical College Vellore, Ida Scudder Road, Vellore, Tamilnadu, 632004, India
| | - Mathews Edatharayil Kurian
- Department of Endocrinology, Diabetes and Metabolism, Christian Medical College Vellore, Ida Scudder Road, Vellore, Tamilnadu, 632004, India
| | - Aneez Joseph
- Department of Endocrinology, Diabetes and Metabolism, Christian Medical College Vellore, Ida Scudder Road, Vellore, Tamilnadu, 632004, India
| | - Grace Rebekah
- Department of Biostatistics, Christian Medical College, Vellore, India
| | - Venkataraghava Mohan
- Department of Community Health and Development, Christian Medical College, Vellore, India
| | - Nihal Thomas
- Department of Endocrinology, Diabetes and Metabolism, Christian Medical College Vellore, Ida Scudder Road, Vellore, Tamilnadu, 632004, India.
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Lu Y, Jiang H, Zhang H, Li R, Zhang Q, Luo D, Cai X, Li M. Serum oxidized low density lipoprotein serves as a mediator for the inverse relationship between serum d-ribose and cognitive performance in type 2 diabetic patients. Free Radic Biol Med 2021; 171:91-98. [PMID: 33989757 DOI: 10.1016/j.freeradbiomed.2021.05.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/06/2021] [Accepted: 05/08/2021] [Indexed: 12/20/2022]
Abstract
Chronic hyperglycemia, proinflammatory state, and oxidative stress are implicated in the etiology of mild cognitive impairment (MCI) in type 2 diabetes mellitus (T2DM) patients. However, roles and mechanisms of the diabetes-related dys-regulation of serum d-ribose in the pathogenesis remain unclear. This study was to assess: 1) changes of serum d-ribose in T2DM patients with or without MCI compared with healthy controls; and 2) associations of serum d-ribose with key biomarkers of ribosylation [advanced glycation end products (AGEs) and receptor for advanced glycation end products (RAGE)], inflammation (IL-6 and NF-κB) and oxidative stress [oxidized low density lipoproteins (ox-LDL), advanced oxidation protein products (AOPP), total thiol, and non-protein thiol)]. A cross-sectional study was conducted with 1564 initial participants including 362 T2DM patients. Based on their fasting blood glucose concentrations and Montreal cognitive assessment (MoCA) scores, we selected 89 participants and divided them into three groups: 27 healthy controls, 26 T2DM patients with normal cognition, 36 T2DM patients with MCI. All participants were gone through standard anthropometric tests and biochemical examinations of serum clinical profiles and concentrations of d-ribose, AGE, RAGE, IL-6, NF-κB, ox-LDL, AOPP, total thiol, and non-protein thiol. Serum concentrations of d-ribose, ox-LDL, and AOPP were greater (P < 0.05) in the T2DM-MCI patients than that in the T2DM or controls. Serum d-ribose exhibited a positive correlation (P < 0.05) with serum AGEs, RAGE, ox-LDL, and fasting blood glucose, but a negative correlation (P < 0.05) with MoCA score. This negative relationship remained (P < 0.05) after adjusting various covariates, and was found to be mediated (P < 0.05) by serum ox-LDL. In conclusion, our results reveal serum ox-LDL as a potential mediator for the inverse relationship between the elevation of serum d-ribose concentration and the decline of cognitive performance in the T2DM-MCI patients.
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Affiliation(s)
- Yanhui Lu
- School of Nursing, Peking University, Beijing, China
| | - Hua Jiang
- School of Nursing, Peking University, Beijing, China
| | - Huijing Zhang
- School of Nursing, Peking University, Beijing, China
| | - Ruxue Li
- School of Nursing, Peking University, Beijing, China
| | - Qi Zhang
- School of Nursing, Peking University, Beijing, China
| | - Dan Luo
- School of Nursing, Peking University, Beijing, China
| | - Xue Cai
- School of Nursing, Peking University, Beijing, China
| | - Mingzi Li
- School of Nursing, Peking University, Beijing, China.
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