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Li Y, Yu C. Correlation between neutrophil percentage-to-albumin ratio and all-cause and cerebrovascular mortality among hypertension patients. Sci Rep 2025; 15:2989. [PMID: 39848980 PMCID: PMC11759329 DOI: 10.1038/s41598-025-87253-8] [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: 10/25/2024] [Accepted: 01/17/2025] [Indexed: 01/25/2025] Open
Abstract
Neutrophil percentage-to-albumin ratio (NPAR) is a novel inflammatory biomarker and correlated with the progression and clinical outcomes of many diseases. This investigation aimed to clarified the association between NPAR and mortality risk among hypertension patients. The database of the National Health and Nutrition Examination Survey provided the patient data for hypertension. Using a restricted cubic spline (RCS), the association between the NPAR and mortality risk was investigated. In order to assess the independent risk contribution of the NPAR in all-cause and cerebrovascular mortality, weighted Cox proportional hazards models were employed. Concordance index and receiver operating characteristic (ROC) curve were employed to assess how effectively the NPAR predicted the mortality risk at different times. A total of 6,866 hypertension cases was included in this investigation. During follow-up, 2,757 (40%) patients have died, 582 (8.5%) of them from cerebrovascular disease. RCS regression analysis found a positive nonlinear correlation between NPAR and all-cause and cerebrovascular mortality of hypertension patients. High NPAR indicated higher risks of all-cause mortality (HR = 1.81, 95% CI 1.52-2.37) and cerebrovascular mortality (HR = 2.21, 95% CI 1.67-2.88) among hypertension patients, and these results remained after adjusting certain clinical parameters. The areas under the curve of for 5-year, 10-year and 15-year ROC for all-cause mortality were 0.720, 0.703 and 0.634, and those for cerebrovascular mortality were 0.705, 0.706 and 0.699, respectively. NPAR served as s a biomarker for all-cause and cerebrovascular mortality in hypertension patients. Higher NPAR indicated higher risk of all-cause and cerebrovascular mortality.
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Affiliation(s)
- You Li
- Department of Neurology, The Fourth Hospital of Changsha(Integrated Traditional Chinese and Western Medicine Hospital of Changsha,Changsha Hospital of Hunan Normal University), Changsha, 410000, P.R. China
| | - Cheng Yu
- Department of Neurology, The Fourth Hospital of Changsha(Integrated Traditional Chinese and Western Medicine Hospital of Changsha,Changsha Hospital of Hunan Normal University), Changsha, 410000, P.R. China.
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Zhang H, Tu Z, Liu S, Wang J, Shi J, Li X, Shi R, Chen M, Yue T, Luo S, Ding Y, Zheng X. Association of different insulin resistance surrogates with all-cause and cardiovascular mortality among the population with cardiometabolic multimorbidity. Cardiovasc Diabetol 2025; 24:33. [PMID: 39844261 PMCID: PMC11755928 DOI: 10.1186/s12933-025-02576-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Accepted: 01/02/2025] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND The coexistence of cardiometabolic diseases (CMDs), defined as cardiometabolic multimorbidity (CMM), has been shown to significantly elevate mortality risk. Insulin resistance (IR) is one of the main contributing factors to the pathogenesis of CMM. Although several surrogates for IR are employed in clinical evaluations, their relationship with mortality in individuals with CMM remains unclear. This study aimed to investigate the associations between various IR surrogates and mortality in individuals with CMM, and to evaluate their prognostic value. METHODS This study enrolled 1093 patients diagnosed with CMM. We developed five surrogate markers to assess IR levels: triglyceride-glucose (TyG) index, TyG-waist circumference (TyG-WC), TyG-waist height ratio (TyG-WHtR), homeostatic model assessment of insulin resistance (HOMA-IR), and metabolic score for insulin resistance (METS-IR). To investigate the associations between different IR surrogates and both all-cause and cardiovascular mortality, multivariable Cox proportional hazards models were applied. We employed restricted cubic splines to examine non-linear associations, and Cox models were developed on either side of the inflection point for additional investigation. Meanwhile, the predictive values of five IR surrogates were further assessed. RESULTS Of the 477 all-cause deaths that occurred during a median follow-up of 5.8 years, 197 were related to cardiovascular disease. Among five surrogate markers of IR, the TyG index was the only one that significantly correlates with both all-cause and cardiovascular mortality. The threshold value for both types of mortality was 8.85. A TyG index beneath the inflection point exhibits an inverse correlation with cardiovascular mortality (HR 0.483; 95% CI = 0.281-0.831) and all-cause mortality (HR 0.519; 95% CI = 0.368-0.732). On the other hand, when the TyG index surpassed the inflection point, it demonstrated a positive correlation with cardiovascular mortality (HR 1.413; 95% CI = 1.075-1.857) and all-cause mortality (HR 1.279; 95% CI = 1.070-1.529). Based on the analysis of receiver operating characteristics, the TyG index has been recognized as a dependable predictor of survival outcomes. CONCLUSIONS This study emphasizes the prognostic significance of IR surrogates, particularly the TyG index, in predicting mortality among individuals with CMM. The TyG index constitutes a crucial element in the development of management and intervention strategies for these patients.
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Affiliation(s)
- Hongqiang Zhang
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Zhixin Tu
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Sihua Liu
- Pan-Vascular Management Center, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, China
| | - Jumei Wang
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Jie Shi
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Xingyu Li
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Rongdongqing Shi
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Minghui Chen
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Tong Yue
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Sihui Luo
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China
| | - Yu Ding
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China.
| | - Xueying Zheng
- Department of Endocrinology, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, China.
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Ding Z, Li W, Qi H, Fang T, Zhu Q, Qu X, Chen C, Sun J, Pang Y. The L-shaped association between body roundness index and all-cause mortality in osteoporotic patients: a cohort study based on NHANES data. Front Nutr 2025; 12:1538766. [PMID: 39902313 PMCID: PMC11788163 DOI: 10.3389/fnut.2025.1538766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Accepted: 01/07/2025] [Indexed: 02/05/2025] Open
Abstract
Purpose This study aims to investigate the relationship between the body roundness index (BRI) and overall mortality rates in individuals with osteoporosis (OP), utilizing information sourced from the NHANES database, in order to assess BRI's capability as an indicator for predicting mortality risk. Methods Data from NHANES (2005 to 2010, 2013-2014, and 2017-2018) were analyzed, including 1,596 osteoporotic individuals aged 50 and above. BRI was calculated based on waist circumference (WC) and height, categorizing participants into high (>4.07) and low (≤4.07) BRI groups. To analyze the relationship between BRI and mortality while accounting for important covariates, we employed weighted Cox proportional hazards models, conducted Kaplan-Meier survival analyses, and utilized restricted cubic splines (RCS). Results Higher BRI was significantly associated with better long-term survival, showing an "L"-shaped nonlinear inverse relationship with mortality, with a threshold at BRI = 5. In subgroup analyses, this association remained relatively stable. Conclusion The "L"-shaped association between BRI and mortality indicates that BRI may serve as a useful indicator for evaluating mortality risk in patients with OP, thereby informing clinical interventions and public health approaches.
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Affiliation(s)
- Ziyao Ding
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, China
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Wenbo Li
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, China
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Haixu Qi
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, China
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Tianci Fang
- Department of Orthopedics, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Qirui Zhu
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, China
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Xinzhe Qu
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, China
| | - Changchang Chen
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Jun Sun
- Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, China
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Yong Pang
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
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Zheng G, Jin J, Wang F, Zheng Q, Shao J, Yao J, Huang P, Zhou H, Zhou J. Association between atherogenic index of plasma and future risk of cardiovascular disease in individuals with cardiovascular-kidney-metabolic syndrome stages 0-3: a nationwide prospective cohort study. Cardiovasc Diabetol 2025; 24:22. [PMID: 39827127 PMCID: PMC11743013 DOI: 10.1186/s12933-025-02589-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 01/09/2025] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND As an emerging concept, Cardiovascular-kidney-metabolic syndrome (CKM) elucidates the intricate interconnection between metabolic disorders(Mets), cardiovascular disease(CVD), and chronic kidney disease(CKD). Within this context, while numerous studies have demonstrated a correlation between the Atherogenic Index of Plasma (AIP) and CVD, the precise relationship between long-term fluctuations in the AIP and the incidence of CVD in patients with CKM syndrome remains unclear. METHOD The CKM stages 0-3 population was obtained from the China Health and Retirement Longitudinal Study (CHARLS). The outcome CVD was defined as self-reported heart disease and/or stroke. AIP control level was classified using k-mean cluster analysis. Logistic regression was used to analyse the effect of cumulative AIP (cumAIP) on the incidence of CVD. Restricted cubic spline models (RCS) were used to explore the potential non-linear relationship between cumulative AIP and CVD risk at different CKM syndrome stages. RESULTS Of the 3429 CKM stages 0-3 participants, 620 patients developed CVD during the 3-year follow-up period. After adjusting for various confounders, the odds ratio (OR) for the well-controlled class 2 compared with the best AIP control class 1 were 1.37 (1.04, 1.81), the OR for the moderately-controlled class 3 were 1.54 (95% CI, 1.04-2.26), the poorly-controlled class 4 were 1.65 (95% CI, 1.13-2.41), and the worst-controlled class 5 were 2.14 (95% CI, 1.15-3.97). In restricted cubic spline regression analyses, changes in AIP were linearly associated with the occurrence of CVD events. Further weighted quartiles and regression analyses indicated that triglyceride(TG) was a key variable for AIP in predicting CVD events in the CKM stages 0-3 population. CONCLUSIONS Poor control level of AIP are associated with an increased risk of CVD events in the population of CKM stages 0-3. Long-term dynamic monitoring of changes in AIP may help in the early identification of patients at high risk of developing CVD in the individuals with CKM stages 0-3.
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Affiliation(s)
- Gaoshu Zheng
- Department of Cardiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, China
| | - Jijie Jin
- College of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Fei Wang
- College of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Qianrong Zheng
- College of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Jiaxin Shao
- College of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Jiangnan Yao
- College of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Pan Huang
- College of Nursing, Wenzhou Medical University, Wenzhou, China.
| | - Hao Zhou
- Department of Cardiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, China.
| | - Jianghua Zhou
- Department of Cardiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, China.
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Fu W, Zhao J, Chen G, Lyu L, Ding Y, Xu LB. The association between helicobacter pylori infection and Triglyceride-Glucose (TyG) index in US adults: A retrospective cross-sectional study. PLoS One 2025; 20:e0295888. [PMID: 39752400 PMCID: PMC11698364 DOI: 10.1371/journal.pone.0295888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 12/12/2024] [Indexed: 01/06/2025] Open
Abstract
BACKGROUND The Triglyceride-glucose (TyG) index is a marker for insulin resistance and metabolic syndrome, while Helicobacter pylori is linked to gastrointestinal diseases and may affect metabolic risks. This study examined the association between the TyG index and H. pylori infection in adults. METHODS Data from 3797 participants in the NHANES 1999-2000 cycle were analyzed. The relationship between the TyG index and H. pylori infection was assessed using multivariate logistic regression and a two-piecewise logistic model to explore non-linear effects. Subgroup analyses were conducted based on age, sex, glucose levels, BMI, and CKD. RESULTS A linear association between the TyG index and H. pylori infection was found. Subgroup analyses revealed significant interactions with a few variables. CONCLUSIONS This study indicates a linear relationship between the TyG index and H. pylori infection, suggesting metabolic influences on H. pylori infection and potential for targeted interventions in at-risk groups.
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Affiliation(s)
- Wei Fu
- Department of Gastroenterology, 925th Hospital of PLA Joint Logistics Support Force, Guiyang, China
| | - Junlong Zhao
- Department of Medical Genetics and Developmental Biology, State Key Laboratory of Cancer Biology, School of Basic Medicine, Fourth Military Medical University, Xi’an, China
| | - GuoBin Chen
- Department of Gastroenterology, 925th Hospital of PLA Joint Logistics Support Force, Guiyang, China
| | - Linya Lyu
- Department of Gastroenterology, 925th Hospital of PLA Joint Logistics Support Force, Guiyang, China
| | - Yao Ding
- Department of Gastroenterology, 925th Hospital of PLA Joint Logistics Support Force, Guiyang, China
| | - Liang-Bi Xu
- Department of the Digestive Endoscopy, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
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Pan R, Li S, Wu B, Wang J, Lin S, Chen L, Wei D, Gao H. Association between the triglyceride glucose index and acute kidney injury following traumatic brain injury. Sci Rep 2025; 15:456. [PMID: 39753656 PMCID: PMC11698734 DOI: 10.1038/s41598-024-84690-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Accepted: 12/26/2024] [Indexed: 01/06/2025] Open
Abstract
Acute kidney injury (AKI) is associated with adverse hospitalization. Previous studies have reported that an elevated triglyceride glucose (TyG) index is significantly associated with the development of AKI in patients with cardiovascular disease, as well as in those undergoing surgery; however, the potential of the TyG index to predict AKI following neurotrauma remains unclear. Patients diagnosed with traumatic brain injury (TBI) in Chinese tertiary hospitals between January 2014 and December 2023 were included in this retrospective study. The outcome was the incidence of AKI. TyG was identified as an independent risk factor for AKI using logistic regression and propensity score matching (PSM). Finally, the association between TyG index and AKI was further assessed using multivariate logistic regression, restricted cubic spline (RCS) regression, and subgroup analysis. The present study enrolled 1,505 patients with TBI, of whom 66.45% were male, with an average age of 55.47 ± 17.32 years. The incidence of AKI was 9.4%. Multiple logistic regression analyses identified a relationship between the TyG levels and AKI risk. This relationship was retained after PSM. A significant positive correlation between TyG level and AKI was observed in all three models constructed using multivariate logistic regression. RCS regression analyses further indicated a linear increase in AKI risk with an increasing TyG index. In subgroup analyses, this correlation remained stable for the majority of the population but could be influenced by sex. TyG levels were positively correlated with the risk of AKI development in patients following TBI. As a predictive biomarker, the TyG index enables effective risk stratification and customization of management protocols to mitigate AKI in these patients, thus enhancing clinical outcomes.
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Affiliation(s)
- Rujun Pan
- Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China
- Department of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, 350001, China
| | - Shaojie Li
- Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Baofang Wu
- Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Jiayin Wang
- Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Shanglu Lin
- Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Longjie Chen
- Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - De Wei
- Department of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, 350001, China.
- Department of Neurosurgery, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, China.
| | - Hongzhi Gao
- Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China.
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China.
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Xu R, Chen L, Yan C, Xu H, Cao G. Elevated Platelet-to-Lymphocyte Ratio as a Predictor of All-Cause and Cardiovascular Mortality in Hypertensive Individuals. J Clin Hypertens (Greenwich) 2025; 27:e14980. [PMID: 39878317 PMCID: PMC11775908 DOI: 10.1111/jch.14980] [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: 08/26/2024] [Revised: 12/26/2024] [Accepted: 01/02/2025] [Indexed: 01/31/2025]
Abstract
The platelet-to-lymphocyte ratio (PLR) has been proposed as a promising inflammatory biomarker, with potential implications for cardiovascular prognosis. However, its association with mortality outcomes in hypertensive individuals is not fully elucidated. This investigation sought to clarify the linkage between PLR and both overall and cardiovascular mortality in hypertensive individuals. Data from 15 483 hypertensive adults in the NHANES (2005-2018) were analyzed. Mortality data, including all-cause and cardiovascular deaths, were sourced from the National Death Index (NDI) up to December 31, 2019. The linkage between PLR and mortality risk was depicted using restricted cubic spline (RCS) models. Cox proportional hazards regression models assessed the independent association of PLR with mortality risk, with adjustments incrementally applied: Model 1 without adjustments; Model 2 adjusted for age and sex; Model 3 adjusted further for age, gender, race, marital status, diabetes, alcohol intake, smoking status, body mass index (BMI), history of cardiovascular disease (CVD), high-density lipoprotein cholesterol (HDL), low-density lipoprotein cholesterol (LDL), total cholesterol (TC), triglyceride (TG), and creatinine (CR). Over a median follow-up of 79 months, there were 2820 all-cause deaths and 758 cardiovascular deaths. The multivariate Cox analysis showed that those in the highest PLR quartile had significantly elevated risks of all-cause mortality (Model 1: HR = 1.28, 95% CI 1.16-1.42, p < 0.001; Model 2: HR = 1.14, 95% CI 1.03-1.26, p = 0.014; Model 3: HR = 1.16, 95% CI 1.05-1.29, p = 0.004)and cardiovascular mortality (Model 1: HR = 1.59, 95% CI 1.30-1.94, p < 0.001; Model 2: HR = 1.38, 95% CI 1.13-1.68, p = 0.001; Model 3: HR = 1.47, 95% CI 1.20-1.80, p < 0.001). The study reveals a U-shaped relationship between PLR and all-cause mortality, alongside a linear association with cardiovascular mortality. A PLR threshold of 118.83 has been identified as indicative of an adverse prognosis for all-cause mortality. Elevated PLR independently predicts heightened risks of both all-cause and cardiovascular mortality among hypertensive patients.
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Affiliation(s)
- Rui Xu
- Gerontology CenterPeople's Hospital of Xinjiang Uygur Autonomous RegionUrumqiXinjiangChina
- Department of CardiologyFifth Affiliated Hospital of Xinjiang Medical UniversityUrumqiXinjiangChina
| | - Ling Chen
- Gerontology CenterPeople's Hospital of Xinjiang Uygur Autonomous RegionUrumqiXinjiangChina
| | - Changshun Yan
- Department of CardiologyFifth Affiliated Hospital of Xinjiang Medical UniversityUrumqiXinjiangChina
| | - Hong Xu
- Gerontology CenterPeople's Hospital of Xinjiang Uygur Autonomous RegionUrumqiXinjiangChina
| | - Guiqiu Cao
- Department of CardiologyFifth Affiliated Hospital of Xinjiang Medical UniversityUrumqiXinjiangChina
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Yang S, Zhang Y, Zhou Z, Duan X. Association of Triglyceride-Glucose Index, Triglyceride to High-Density Lipoprotein Cholesterol Ratio, and Related Parameters With Prehypertension and Hypertension. J Clin Hypertens (Greenwich) 2025; 27:e14926. [PMID: 39447019 PMCID: PMC11774080 DOI: 10.1111/jch.14926] [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: 09/15/2024] [Revised: 10/09/2024] [Accepted: 10/14/2024] [Indexed: 10/26/2024]
Abstract
The objective of this study was to investigate the association between triglyceride to high-density lipoprotein cholesterol ratio (TG/HDL-c), triglyceride-glucose index (TyG), and related parameters (TyG-BMI, TyG-WC) with prehypertension and hypertension over 45 years old. According to the blood pressure diagnosis, the enrolled individuals were divided into two groups, which were prehypertension and hypertension. In multivariate logistic regression analysis, after adjusting for confounders, the highest quartile groups of TG/HDL-c, TyG, and related parameters showed a significantly increased risk of hypertension compared to the lowest quartile groups, and there was associated with hypertension when comparing the highest TG/HDL-c to the lowest TG/HDL-c and corresponding ORs were 1.416 (1.234, 1.625) and 1.029 (0.893, 1.187), respectively. Furthermore, when comparing the fourth quartile to the first quartile of TG/HDL-c, TyG index, and related parameters, respectively, both corresponding ORs of hypertension were higher than prehypertension. Elevated TyG, TyG-BMI, TyG-WC index, and TG/HDL-c ratio levels were associated with hypertension in individuals over 45 years. Moreover, the receiver operating characteristic curve was used to compare the predictive ability of each parameter in identifying people with hypertension suggested that the TyG-WC index ([Area under the curve] AUC: 0.601 [CI: 0.588-0.615]), TyG-BMI, and TyG were more significant than TG/HDL-c in distinguishing hypertension. However, in the prehypertension population, the area under the ROC curve for TyG-BMI (0.543 [CI: 0.530-0.556]) was better than that of other parameters. They have the potential to become cost-effective monitors in the hierarchical management of hypertension.
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Affiliation(s)
- Shijie Yang
- EICUAnzhen Hospital of the Capital University of Medical SciencesBeijingChina
| | - Yuqing Zhang
- Department of CardiologyFu Wai HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Zhanyang Zhou
- Department of CardiologyFu Wai HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Xiaochun Duan
- EICUAnzhen Hospital of the Capital University of Medical SciencesBeijingChina
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Qiao Z, Zhuang Y, Wang Z. Association of non-insulin-dependent insulin resistance indices with lower limb artery restenosis after drug-coated balloon angioplasty. Lipids Health Dis 2024; 23:403. [PMID: 39696298 DOI: 10.1186/s12944-024-02394-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 12/02/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND This study aimed to investigate the associations between noninsulin-dependent insulin resistance indices (NI-IRIs), including the triglyceride-glucose (TyG) index, TyG-BMI, triglyceride-to-high-density lipoprotein cholesterol ratio (TG/HDL-C), and metabolic score for insulin resistance (METS-IR), as well as the occurrence of restenosis in patients with lower extremity atherosclerotic occlusive disease after drug-coated balloon (DCB) treatment. METHODS The primary endpoint was restenosis within one year after the procedure, which was defined as ≥ 50% stenosis of the treated artery segment. The association between NI-IRIs and restenosis was assessed via multivariable logistic regression analysis. Restricted cubic spline (RCS) analysis was performed to quantify nonlinearity. The consistency of these associations was confirmed through subgroup and interaction analyses. Additionally, the additional predictive value of NI-IRIs beyond established risk factors for restenosis was evaluated via receiver operating characteristic (ROC) curves, the net reclassification improvement (NRI), and integrated discrimination improvement (IDI) indices. RESULTS Except for the TyG index, the other three NI-IRIs demonstrated nonlinear relationships with the probability of postoperative restenosis. Specifically, TG/HDL-C (inflection point: 1.48, P for nonlinearity: 0.003) exhibited a saturating effect, whereas METS-IR (inflection point: 49.30, P for nonlinearity: 0.017) and TyG-BMI (inflection point: 221.53, P for nonlinearity: 0.039) showed threshold effects. Subgroup analysis revealed that the interactions among the subgroups were not statistically significant. Furthermore, among the four NI-IRIs, the addition of the TG/HDL-C index significantly enhanced the predictive power of the base model for restenosis in ASO patients following DCB angioplasty (AUC values: 0.726 vs. 0.760, P = 0.042). The P values for the NRI and IDI were 0.001 and 0.002, respectively. CONCLUSION TG/HDL-C showed a saturating effect on restenosis within one year after DCB treatment in ASO patients, and METS-IR and TyG-BMI showed threshold effects. The addition of the TG/HDL-C index significantly improved the predictive ability of the base model for restenosis in ASO patients who underwent DCB angioplasty.
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Affiliation(s)
- Zhentao Qiao
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
| | - Yuansong Zhuang
- Department of Cardiology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Zhiwei Wang
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Wei T, Lin X, Ma J, Wang L, Su J, Yu J. U-shaped Association Between Weight-Adjusted-Waist Index and Arterial Stiffness Among Adult Hypertensive Patients: A Population-Based Study in the United States. J Clin Hypertens (Greenwich) 2024; 26:1441-1448. [PMID: 39403045 DOI: 10.1111/jch.14914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 09/18/2024] [Accepted: 09/20/2024] [Indexed: 12/20/2024]
Abstract
The weight-adjusted-waist index (WWI) is an innovative measure of obesity that appears to surpass body mass index (BMI) in assessing lean body mass and fat mass. This study aimed to evaluate the relationship between WWI and AS in hypertensive adults in the United States. The study included 9753 adults diagnosed with hypertension from the National Health and Nutrition Examination Survey (NHANES), which spanned the years 2007-2016. WWI was calculated by dividing waist circumference (in cm) by the square root of body weight (in kg), and arterial stiffness (represented by estimated pulse wave velocity [ePWV]) was analyzed as the outcome. Weighted multiple linear regression and smooth curve fitting were used to test for linear and nonlinear associations. Threshold effects were determined using a two-part linear regression model. Additionally, subgroup analyses and interaction tests were conducted to gain a more in-depth understanding of the observed associations. The mean WWI of the participants was 11.32 ± 0.76. After multivariable adjustment, WWI showed a significant nonlinear association with ePWV, with a U-shaped association observed between the two. Specifically, WWI below the threshold of 10.23 was negatively associated with arterial stiffness (β = -0.39, 95% CI: -0.54 to -0.25), while WWI above the threshold of 10.23 was positively associated with arterial stiffness (β = 0.04, 95% CI: 0.01-0.07). To conclude, the present findings imply that maintaining WWI within an optimal range could reduce AS in hypertensive individuals and potentially decrease cardiovascular risk. However, this observation needs to be confirmed in large clinical trials.
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Affiliation(s)
- Taotao Wei
- Department of Cardiology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Xin Lin
- Department of Cardiology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Jie Ma
- Department of Cardiology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Luosha Wang
- Department of Cardiology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Jing Su
- Department of Cardiology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Jing Yu
- Department of Cardiology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
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Wan H, Yu G, He Y, Liu S, Chen X, Jiang Y, Duan H, Lin X, Liu L, Shen J. Associations of thyroid feedback quantile-based index with diabetes in euthyroid adults in the United States and China. Ann Med 2024; 56:2318418. [PMID: 38382636 PMCID: PMC10883085 DOI: 10.1080/07853890.2024.2318418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 02/08/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND We aimed to investigate the associations between thyroid hormone sensitivity indices and diabetes in euthyroid adults in the United States and China. METHODS 2296 euthyroid adults from the NHANES in the United States and 8319 euthyroid adults from the SPEED-Shunde in China were involved. The thyroid sensitivity indices, namely TFQIFT4 and TFQIFT3, were calculated. Multivariable logistic regression, restricted cubic spline analysis, and general ordinal logit regression were utilized. RESULTS In the NHANES, compared with participants in quartile 1st (Q1), those in Q4 of TFQIFT3 (OR 2.12, 95% CI (1.18, 3.81)) and those in Q3 of TFQIFT4 (OR 2.31, 95% CI (1.18, 4.53)) (both P for trend < 0.05) were associated with a greater prevalence of diabetes. In the SPEED-Shunde, compared with participants in Q1, those in Q4 of TFQIFT3 had a greater prevalence of diabetes (OR 1.36, 95% CI (1.11, 1.66) (P for trend < 0.05), while no significant associations between TFQIFT4 and diabetes were found. CONCLUSIONS TFQIFT3 was associated with a higher prevalence of diabetes both in the United States and China. However, TFQIFT4 was only associated with a higher prevalence of diabetes in the United States, not in China. Further prospective cohort studies are necessary to validate these findings.
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Affiliation(s)
- Heng Wan
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Genfeng Yu
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Yajun He
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
- School of Nursing, Southern Medical University, Guangzhou, Guangdong, China
| | - Siyang Liu
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Xingying Chen
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Yuqi Jiang
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Hualin Duan
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Xu Lin
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Lan Liu
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
| | - Jie Shen
- Department of Endocrinology and Metabolism, Shunde Hospital, Southern Medical University (The First People’s Hospital of Shunde, Foshan), Foshan, Guangdong, China
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12
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Ding Z, Qu X, Zhu Q, Tang J, Zhu Z, Chen C, Chu F, Sun M, Yuan F. Abdominal obesity: A lethal factor in elderly male osteoporosis patients - insights from NHANES. Nutr Metab Cardiovasc Dis 2024:103788. [PMID: 39674721 DOI: 10.1016/j.numecd.2024.103788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/25/2024] [Accepted: 11/06/2024] [Indexed: 12/16/2024]
Abstract
BACKGROUND AND AIM This study aims to investigate the relationship between A Body Shape Index (ABSI) Z-score and all-cause mortality among osteoporotic patients using data from the National Health and Nutrition Examination Survey (NHANES). METHODS AND RESULTS We analyzed NHANES data from 2005 to 2010, 2013 to 2014, and 2017 to 2018, focusing on individuals aged 50 and above with complete bone mineral density (BMD) data. The ABSI Z-score, calculated by adjusting waist circumference (WC) for height and weight, was used to independently assess abdominal fat beyond Body Mass Index (BMI). Mortality status was confirmed by linking NHANES data with the National Death Index (NDI), with follow-up until December 31, 2019. Weighted Cox proportional hazards models were employed for analysis, adjusting for age, gender, race, fracture history, anti-osteoporosis treatment history, diabetes, and cardiovascular disease (CVD). The study included 1596 participants. Higher ABSI Z-scores were significantly associated with increased all-cause mortality risk, especially among elderly male osteoporotic patients. This association remained robust after adjusting for multiple potential confounders. CONCLUSION The ABSI Z-score serves as a valuable non-invasive screening tool that effectively identifies osteoporotic patients at higher risk of mortality. These findings emphasize the importance of body management in health, supporting further research to explore the practical utility of ABSI Z-score in osteoporotic patients and how body management can enhance long-term survival rates.
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Affiliation(s)
- Ziyao Ding
- Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China
| | - Xinzhe Qu
- Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China
| | - Qirui Zhu
- Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China
| | - Jinlong Tang
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China
| | - Zhengya Zhu
- Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China
| | | | - Fuchao Chu
- Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China
| | - Maji Sun
- Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China
| | - Feng Yuan
- Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Key Laboratory of Bone Tissue Regeneration and Digital Medicine, Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China; Department of Orthopedics, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006, Jiangsu, China.
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Zheng PC, Li R, Lai KP, Zhang XX. Biological exposure to microplastics and nanoplastics and plastic additives: impairment of glycolipid metabolism and adverse effects on metabolic diseases. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:60778-60791. [PMID: 39412714 DOI: 10.1007/s11356-024-35220-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 09/30/2024] [Indexed: 11/05/2024]
Abstract
Microplastics and nanoplastics (M-NPs) are widespread pollutants in the environment, posing growing risks to human health and garnering increasing concern from researchers. Due to their small particle size, ease of adsorption, and resistance to degradation, M-NPs can retain and migrate in the environment for long-term periods. Upon entering organisms, M-NPs have been reported to cause inflammation and oxidative stress and result in abnormalities in glycolipid metabolism. Furthermore, research suggests that exposure to M-NPs may act as a causative agent for metabolic and cardiovascular diseases such as diabetes, obesity, and atherosclerosis. This paper aims to review the consequences of exposure to M-NPs on animal and cellular glycolipid metabolism and discusses the disruption of gut microbial homeostasis and the subsequent emergence of insulin resistance. PPAR signaling pathway activation after exposure to M-NPs was found to lead to increased hepatic fat accumulation and impaired lipid metabolism. Additionally, the paper highlights how M-NPs exacerbate the progression of obesity and diabetes in patients, induce damage to vascular endothelial cells, trigger oxidative stress, and contribute to the development of atherosclerosis. Despite the growing concern, the toxicity and molecular mechanism of M-NPs on glycolipid metabolism remain understudied, and effective methods for removing plastic pollutants deposited in the body are yet to be established. These findings provide valuable insights for future research in this field.
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Affiliation(s)
- Peng Chen Zheng
- College of Basic Medical Sciences, Guilin Medical University, Guilin, 541100, China
| | - Rong Li
- College of Basic Medical Sciences, Guilin Medical University, Guilin, 541100, China
- Key Laboratory of Environmental Pollution and Integrative Omics, Education Department of Guangxi Zhuang Autonomous Region, Guilin Medical University, Guilin, 541100, China
| | - Keng Po Lai
- College of Basic Medical Sciences, Guilin Medical University, Guilin, 541100, China
- Key Laboratory of Environmental Pollution and Integrative Omics, Education Department of Guangxi Zhuang Autonomous Region, Guilin Medical University, Guilin, 541100, China
| | - Xiao Xi Zhang
- College of Basic Medical Sciences, Guilin Medical University, Guilin, 541100, China.
- Key Laboratory of Environmental Pollution and Integrative Omics, Education Department of Guangxi Zhuang Autonomous Region, Guilin Medical University, Guilin, 541100, China.
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Gong L, Fan S, Peng Z, Chen Z, Liu Y, Huang Y, Wang C, Piao C. The association between triglyceride-glucose index and gallstones: NHANES 2017-2020. Front Endocrinol (Lausanne) 2024; 15:1437711. [PMID: 39502572 PMCID: PMC11534660 DOI: 10.3389/fendo.2024.1437711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 10/02/2024] [Indexed: 11/08/2024] Open
Abstract
Objects It remains unclear whether the triglyceride-glucose (TyG) index has correlations with gallstones. This study aimed to investigate the association between TyG index and gallstones. Methods Data was obtained from the 2017-2020 National Health and Nutrition Examination Survey (NHANES). Participants who provided complete data about TyG index and gallstones were included in the analysis. Multivariable regression analysis and subgroup analysis were preformed to estimate the relationship between TyG index and gallstones. Restricted cubic splines (RSC) was employed to calculate the cut off value. Results The TyG index was independently associated with gallstones and demonstrates a clear positive correlation (OR = 1.10; 95% CI: 1.01-1.21; p = 0.033). The threshold value is 8.98, showing a positive correlation between TyG index and gallstones when the TyG index is less than 8.98 (Log likelihood ratio P < 0.001). Subgroup analysis indicates that the correlation between TyG and gallstones is mainly observed in individuals with obesity, females, younger individuals, and those with normal blood sugar levels, with these subgroups all acting as mediators between TyG and gallstones. Conclusions Higher TyG index was linked to a higher chance of developing gallstones. Managing insulin resistance (IR) could help reduce the risk of gallstones since the TyG index is an indicator of IR.
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Affiliation(s)
- Li Gong
- Department of Diabetes, Bao’an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Shujin Fan
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Department of Endocrinology and Metabolism, Fengxian Central Hospital Affiliated to the Southern Medical University, Shanghai, China
| | - Zhenfei Peng
- Department of Diabetes, Bao’an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Zeyao Chen
- Department of Endocrinology, Shenzhen Hospital (Futian), Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Yuzhou Liu
- Department of Diabetes, Bao’an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Yinluan Huang
- Department of Diabetes, Bao’an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Chaofan Wang
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangdong Provincial Key Laboratory of Diabetology, Guangzhou, China
| | - Chunli Piao
- Department of Endocrinology, Shenzhen Hospital (Futian), Guangzhou University of Chinese Medicine, Shenzhen, China
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15
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Xu JP, Peng XQ, Guo LH, Zhao XJ, Chen MS, Mai XY, Tan JW, Chen Q, Zeng RX, Zhang MZ. The associations of the triglyceride-glucose index and its combination with blood pressure on cardiovascular and all-cause mortality in hypertension: a national study. Front Endocrinol (Lausanne) 2024; 15:1469055. [PMID: 39469572 PMCID: PMC11513261 DOI: 10.3389/fendo.2024.1469055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 09/18/2024] [Indexed: 10/30/2024] Open
Abstract
The triglyceride-glucose (TyG) index, a reliable surrogate biomarker of insulin resistance (IR), is highlighted recently as related to cardiac disorders. However, the associations of the TyG index and its combination with blood pressure (BP) on cardiovascular and all-cause mortality in hypertension remain unclear. In this study, we included 9,635 hypertension patients from the National Health and Nutrition Examination Survey 1999-2018. During a median follow-up of 8.00 years, a total number of 853 and 2,489 in cardiovascular and all-cause deaths occurred, respectively. After full adjustments, the individual TyG index was positively associated with cardiovascular and all-cause mortality with J-shaped dose-response relationships. The lowest risk thresholds of the TyG index for cardiovascular and all-cause mortality were 9.5551 and 9.3405, respectively. In joint analyses, the highest risks of cardiovascular and all-cause mortality were observed among those with elevated levels of both BP and IR [1.64 (1.18, 2.28), P = 0.0031; 1.39 (1.14, 1.70), P = 0.0011; respectively]. In sensitivity and subgroup analyses, the results were generally robust. Our data appeal a hypothesis that future treatments for hypertension may require a combination of BP controlled and IR improvement.
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Affiliation(s)
- Jun-Peng Xu
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Xiong-Qiang Peng
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Li-Heng Guo
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Xu-Jie Zhao
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Mao-Sheng Chen
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Xiao-Yi Mai
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Jia-Wei Tan
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Quanfu Chen
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Rui-Xiang Zeng
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Min-Zhou Zhang
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
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Gómez-Sánchez M, Gómez-Sánchez L, Llamas-Ramos R, Rodríguez-Sánchez E, García-Ortiz L, Martí-Lluch R, Rodríguez MC, Llamas-Ramos I, Gómez-Marcos MA. Relationship between the Mediterranean Diet and Vascular Function in Subjects with and without Increased Insulin Resistance. Nutrients 2024; 16:3106. [PMID: 39339706 PMCID: PMC11435013 DOI: 10.3390/nu16183106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 09/09/2024] [Accepted: 09/10/2024] [Indexed: 09/30/2024] Open
Abstract
(1) The main aim of this study was to analyze the relationship of the Mediterranean diet (MD) with vascular function in participants with and without increased insulin resistance (IR) in the Spanish population. A secondary aim was to study differences by gender. (2) Methods: Data were analyzed from 3401 subjects in the EVA, MARK, and EVIDENT studies (mean age = 60 years and 57% men). IR was evaluated with the triglyceride and glucose index (TyG index). TyG index = Ln [(fasting triglyceride mg/dL × fasting glucose mg/dL)/2]. The MD was measured against the MEDAS questionnaire, with the 14 items used in the PREDIMED study. Vascular stiffness was estimated with the brachial-ankle pulse wave velocity (baPWV) and the cardio ankle vascular index (CAVI) using the Vasera VS-1500®. (3) Results: The mean MEDAS value was 5.82 ± 2.03; (men: 5.66 ± 2.06; women: 6.04 ± 1.99; p < 0.001). MD adherence was 36.8% (men: 34.2%; women: 40.3%; p < 0.001). The mean baPWV value was 14.39 ± 2.78; (men: 14.50 ± 2.65; women: 14.25 ± 2.93; p = 0.005). A baPWV value ≥ 14.5 m/s was found in 43.4% (men: 43.6%; women: 40.0%; p = 0.727). The mean CAVI value was 8.59 ± 1.28; (men: 8.75 ± 1.28; women: 8.37 ± 1.26; p < 0.001). CAVI values ≥ 9 were present in 39.0% (men: 44.4%; women: 31.7%; p < 0.001). The mean value of the TGC/G index was 10.93 ± 1.39; (men: 11.08 ± 1.33; women: 10.73 ± 1.43; p < 0.001). IR was found in 49.9%. The average value of the MD score value was negatively associated with baPWV and CAVI in all groups analyzed (<0.05), except in the group of women with insulin resistance. (4) Conclusions: The results suggest that MD adherence is negatively associated with the vascular stiffness parameters analyzed in all the groups studied except the group of women with insulin resistance.
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Affiliation(s)
- Marta Gómez-Sánchez
- Home Hospitalization Service, Marqués of Valdecilla University Hospital, s/n, 39008 Santander, Spain;
- Primary Care Research Unit of Salamanca (APISAL), Health Centre of San Juan, Avenida Portugal 83, 2° P, 37005 Salamanca, Spain; (L.G.-S.); (R.L.-R.); (E.R.-S.); (L.G.-O.); (I.L.-R.)
| | - Leticia Gómez-Sánchez
- Primary Care Research Unit of Salamanca (APISAL), Health Centre of San Juan, Avenida Portugal 83, 2° P, 37005 Salamanca, Spain; (L.G.-S.); (R.L.-R.); (E.R.-S.); (L.G.-O.); (I.L.-R.)
- Emergency Service, University Hospital of La Paz, Walk. of Castellana, 261, 28046 Madrid, Spain
| | - Rocío Llamas-Ramos
- Primary Care Research Unit of Salamanca (APISAL), Health Centre of San Juan, Avenida Portugal 83, 2° P, 37005 Salamanca, Spain; (L.G.-S.); (R.L.-R.); (E.R.-S.); (L.G.-O.); (I.L.-R.)
- Institute of Biomedical Research of Salamanca (IBSAL), University Hospital of Salamanca, Walk of San Vicente, 182, 37007 Salamanca, Spain
- Faculty of Nursing and Physiotherapy, Universidad de Salamanca, 37007 Salamanca, Spain
| | - Emiliano Rodríguez-Sánchez
- Primary Care Research Unit of Salamanca (APISAL), Health Centre of San Juan, Avenida Portugal 83, 2° P, 37005 Salamanca, Spain; (L.G.-S.); (R.L.-R.); (E.R.-S.); (L.G.-O.); (I.L.-R.)
- Institute of Biomedical Research of Salamanca (IBSAL), University Hospital of Salamanca, Walk of San Vicente, 182, 37007 Salamanca, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), 37005 Salamanca, Spain;
- Primary Healthcare Management, Castilla y León Regional Health Authority (SACyL), 37007 Salamanca, Spain
- Department of Medicine, University of Salamanca, 37007 Salamanca, Spain
| | - Luis García-Ortiz
- Primary Care Research Unit of Salamanca (APISAL), Health Centre of San Juan, Avenida Portugal 83, 2° P, 37005 Salamanca, Spain; (L.G.-S.); (R.L.-R.); (E.R.-S.); (L.G.-O.); (I.L.-R.)
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), 37005 Salamanca, Spain;
- Primary Healthcare Management, Castilla y León Regional Health Authority (SACyL), 37007 Salamanca, Spain
- Department of Biomedical and Diagnostic Sciences, University of Salamanca, 37007 Salamanca, Spain
| | - Ruth Martí-Lluch
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), 37005 Salamanca, Spain;
- Vascular Health Research Group, Instituto Universitario para la Investigación en Atención Primaria de Salud Jordi Gol i Gurina (IDIAPJGol), 08007 Girona, Spain
- Girona Biomedical Research Institute (IDIBGI), Doctor Trueta University Hospital, 17190 Girona, Spain
- Department of Medical Science, Faculty of Medicine, University of Girona (UdG), 17003 Girona, Spain
| | - María Cortés Rodríguez
- Institute of Biomedical Research of Salamanca (IBSAL), University Hospital of Salamanca, Walk of San Vicente, 182, 37007 Salamanca, Spain
- Department of Statistics, University of Salamanca, 37008 Salamanca, Spain
- Department of Hematology, University Hospital of Salamanca, 37008 Salamanca, Spain
| | - Inés Llamas-Ramos
- Primary Care Research Unit of Salamanca (APISAL), Health Centre of San Juan, Avenida Portugal 83, 2° P, 37005 Salamanca, Spain; (L.G.-S.); (R.L.-R.); (E.R.-S.); (L.G.-O.); (I.L.-R.)
- Institute of Biomedical Research of Salamanca (IBSAL), University Hospital of Salamanca, Walk of San Vicente, 182, 37007 Salamanca, Spain
- Faculty of Nursing and Physiotherapy, Universidad de Salamanca, 37007 Salamanca, Spain
- Girona Biomedical Research Institute (IDIBGI), Doctor Trueta University Hospital, 17190 Girona, Spain
| | - Manuel A. Gómez-Marcos
- Primary Care Research Unit of Salamanca (APISAL), Health Centre of San Juan, Avenida Portugal 83, 2° P, 37005 Salamanca, Spain; (L.G.-S.); (R.L.-R.); (E.R.-S.); (L.G.-O.); (I.L.-R.)
- Institute of Biomedical Research of Salamanca (IBSAL), University Hospital of Salamanca, Walk of San Vicente, 182, 37007 Salamanca, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), 37005 Salamanca, Spain;
- Primary Healthcare Management, Castilla y León Regional Health Authority (SACyL), 37007 Salamanca, Spain
- Department of Medicine, University of Salamanca, 37007 Salamanca, Spain
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Jia H, Zhang W, Jia S, Zhang J, Xu Z, Xu Z, Li Y. Correlation between triglyceride glucose index and coronary plaque: An observational study. Medicine (Baltimore) 2024; 103:e39576. [PMID: 39287294 PMCID: PMC11404926 DOI: 10.1097/md.0000000000039576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 08/14/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
The association between the triglyceride-glucose (Tyg) index and coronary plaque in patients with coronary heart disease remains unclear. This study aimed to investigate the relationship between Tyg index and coronary plaque under different levels of blood glucose metabolism. This retrospective study included patients with coronary artery disease who underwent coronary angiography and OCT between January 1, 2023 and January 1, 2024, and ultimately collected 232 coronary plaques. All patients were grouped according to the median Tyg index (T1 group 7.71 ≤ TyG index ≤ 9.13; T2 group 9.14 ≤ TyG index ≤ 10.99). The thickness of plaque fiber cap was measured under OCT, and the plaques were divided into vulnerable plaque and non-vulnerable plaque. The status of glucose metabolism is divided into non-diabetic and diabetic. Baseline data analysis showed that there were significant differences in clinical and biological characteristics between the T1 and T2 groups (P < .05). Logistic regression analysis showed that T2 group was significantly associated with vulnerable plaques compared with T1 group (odds ratio [OR]: 2.638; 95% confidence interval [CI] 1.548-4.494; P < .001). The OR of Tyg index was 2.175 (95% CI 1.409-3.357; P < .001). Receiver operating characteristic showed that the area under ROC curve (AUC) was 0.727 (95% CI 0.663-0.792; P < .001), the best cutoff value was 9.23, the sensitivity was 60%, and the specificity was 81%. In diabetic patients, there was a statistically significant correlation between Tyg index and coronary vulnerable plaque (OR: 3.273; 95% CI 1.240-8.636, P < .05). Triglyceride glucose index is a good predictor of coronary vulnerable plaque.
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Affiliation(s)
- Haiyan Jia
- Department of Cardiology, Cangzhou Central Hospital, Tianjin Medical University, Tianjin, China
- Department of Cardiology, Affiliated Hospital of Hebei University, Baoding, China
| | - Weifeng Zhang
- Department of Cardiology, Cangzhou Central Hospital, Tianjin Medical University, Tianjin, China
- Department of Cardiology, Affiliated Hospital of Hebei University, Baoding, China
| | - Shengqi Jia
- Department of Cardiology, Second Hospital of Hebei Medical University
| | - Jun Zhang
- Department of Cardiology, Cangzhou Central Hospital, Tianjin Medical University, Tianjin, China
| | - Zesheng Xu
- Department of Cardiology, Cangzhou Central Hospital, Tianjin Medical University, Tianjin, China
| | - Zhanwen Xu
- Department of Cardiology, Affiliated Hospital of Hebei University, Baoding, China
| | - Yaqin Li
- Department of Cardiology, Affiliated Hospital of Hebei University, Baoding, China
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Xu C, Xu S, Mai P, Tang J, Xu J, Zhang H. Association between the atherogenic index of plasma and abdominal aortic calcification in adults: a cross-sectional study. BMC Public Health 2024; 24:2431. [PMID: 39243068 PMCID: PMC11380399 DOI: 10.1186/s12889-024-19862-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 08/23/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND Atherogenic index of plasma (AIP) index is an important marker of insulin resistance and a significant risk factor for cardiovascular disease. Abdominal aortic calcification (AAC) is significantly associated with subclinical atherosclerotic disease. However, there are no studies that have examined the relationship between AIP index and AAC, so we investigated the potential association between them in the general population. METHODS This was a cross-sectional study using data from the National Health and Nutrition Examination Survey (NHANES, 2013-2014). The association of AIP with AAC was estimated by multivariable regression analysis. RESULTS After adjusting for confounders, the odds of extensive AAC doubled per unit increase in the AIP index (OR = 2.00, 95% CI: 1.05, 3.83; P = 0.035). The multivariable OR and 95% CI of the highest AIP index tertile compared with the lowest tertile was significantly different. (OR = 1.73, 95% CI: 1.05, 2.83; P = 0.031). The subgroup analyses indicated that the association was consistent irrespective of age, sex, hypertension, diabetes, smoking status, eGFR and hypercholesteremia. CONCLUSIONS The AIP index was independently associated with the presence of extensive AAC in the study population. Further studies are required to confirm this relationship.
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Affiliation(s)
- Cong Xu
- Department of Cardiology, The Eighth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, No. 3025 Shennan Middle Road, Shenzhen, Guangdong, People's Republic of China
| | - Shuwan Xu
- Department of Cardiology, The Eighth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, No. 3025 Shennan Middle Road, Shenzhen, Guangdong, People's Republic of China
| | - Peibiao Mai
- Department of Cardiology, The Eighth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, No. 3025 Shennan Middle Road, Shenzhen, Guangdong, People's Republic of China
| | - Jiao Tang
- Department of Cardiology, The Eighth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, No. 3025 Shennan Middle Road, Shenzhen, Guangdong, People's Republic of China
| | - Jiahua Xu
- Department of Cardiology, The Eighth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, No. 3025 Shennan Middle Road, Shenzhen, Guangdong, People's Republic of China
| | - Huanji Zhang
- Department of Cardiology, The Eighth Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, No. 3025 Shennan Middle Road, Shenzhen, Guangdong, People's Republic of China.
- Guangdong Innovative Engineering and Technology Research Center for Assisted Circulation, Sun Yat-sen University, Shenzhen, 518033, People's Republic of China.
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19
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Li W, Shen C, Kong W, Zhou X, Fan H, Zhang Y, Liu Z, Zheng L. Association between the triglyceride glucose-body mass index and future cardiovascular disease risk in a population with Cardiovascular-Kidney-Metabolic syndrome stage 0-3: a nationwide prospective cohort study. Cardiovasc Diabetol 2024; 23:292. [PMID: 39113004 PMCID: PMC11308445 DOI: 10.1186/s12933-024-02352-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 07/06/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND The American Heart Association (AHA) has recently introduced the concept of Cardiovascular-Kidney-Metabolic (CKM) syndrome, which is the result of an increasing emphasis on the interplay of metabolic, renal and cardiovascular diseases (CVD). Furthermore, there is substantial evidence of a correlation between the triglyceride glucose-body mass index (TyG-BMI ) and CVD as an assessment of insulin resistance (IR). However, it remains unknown whether this correlation exists in population with CKM syndrome. METHODS All data for this study were obtained from the China Health and Retirement Longitudinal Study (CHARLS). The exposure was the participants' TyG-BMI at baseline, which was calculated using a combination of triglycerides (TG), fasting blood glucose (FBG) and body mass index (BMI). The primary outcome was CVD, which were determined by the use of a standardised questionnaire during follow-up. To examine the relationship between TyG-BMI and CVD incidence in population with CKM syndrome, both Cox regression analyses and restricted cubic spline (RCS) regression analyses were performed. RESULTS A total of 7376 participants were included in the final analysis. Of these, 1139, 1515, 1839, and 2883 were in CKM syndrome stages 0, 1, 2, and 3, respectively, at baseline. The gender distribution was 52.62% female, and the mean age was 59.17 ± 9.28 (years). The results of the fully adjusted COX regression analyses indicated that there was a 6.5% increase in the risk of developing CVD for each 10-unit increase in TyG-BMI,95% confidence interval (CI):1.041-1.090. The RCS regression analyses demonstrated a positive linear association between TyG-BMI and the incidence of CVD in the CKM syndrome population (P for overall < 0.001, P for nonlinear = 0.355). CONCLUSIONS This cohort study demonstrated a positive linear association between TyG-BMI index and increased CVD incidence in a population with CKM syndrome stage 0-3. This finding suggests that enhanced assessment of TyG-BMI index may provide a more convenient and effective tool for individuals at risk for CVD in CKM syndrome stage 0-3.
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Affiliation(s)
- Weipeng Li
- Shanghai Heart Failure Research Center, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Department of Epidemiology and Public Health, Tongji University School of Medicine, Shanghai, China
| | - Chaonan Shen
- Shanghai Heart Failure Research Center, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Department of Epidemiology and Public Health, Tongji University School of Medicine, Shanghai, China
| | - Weiya Kong
- School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Xiaohui Zhou
- Shanghai Heart Failure Research Center, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Huimin Fan
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
- Institute of Integrated Traditional Chinese and Western Medicine for Cardiovascular Chronic Diseases, Tongji University School of Medicine, Shanghai, 200120, China
| | - Yuzhen Zhang
- Shanghai Heart Failure Research Center, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Zhongmin Liu
- Shanghai Heart Failure Research Center, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Liang Zheng
- Shanghai Heart Failure Research Center, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
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Pan Y, Meng H, Guo L, Kong B, Shuai W, Huang H. Examination of nonlinear associations between pulse pressure index and incident prediabetes susceptibility: a 5-year retrospective cohort investigation. Sci Rep 2024; 14:17948. [PMID: 39095555 PMCID: PMC11297041 DOI: 10.1038/s41598-024-68813-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 07/29/2024] [Indexed: 08/04/2024] Open
Abstract
Prediabetes and related complications constitute significant public health burdens globally. As an indicator closely associated with abnormal glucose metabolism and atherosclerosis, the utility of Pulse Pressure Index (PPI) as a prediabetes risk marker has not been explored. We performed a retrospective cohort analysis to investigate this putative association between PPI and prediabetes hazard. Our analysis encompassed 183,517 Chinese adults ≥ 20 years registered within the Rich Healthcare Group 2010-2016. PPI was defined as (systolic blood pressure - diastolic blood pressure)/systolic blood pressure. The relationship between PPI and prediabetes risk was assessed via Cox proportional hazards regression modeling. Non-linearity evaluations applied cubic spline fitting approaches alongside smooth curve analysis. Inflection points of PPI concerning prediabetes hazard were determined using two-piecewise Cox models. During a median follow-up of 3 years (2.17-3.96 years), new-onset prediabetes was documented in 20,607 patients (11.23%). Multivariate regression analysis showed that PPI was an independent risk factor for prediabetes, and the risk of prediabetes increased by 0.6% for every 1% increase in PPI (Hazard Ratio [HR]: 1.006, 95% Confidence Interval [CI] 1.004-1.008, P < 0.001). This association was non-significant for PPI ≤ 37.41% yet exhibited a sharp upsurge when PPI surpassed 37.41% (HR: 1.013, 95% CI 1.005-1.021, P = 0.0029). Our analysis unveils a positive, non-linear association between PPI and future prediabetes risk. Within defined PPI ranges, this relationship is negligible but dramatically elevates beyond identified thresholds.
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Affiliation(s)
- Yucheng Pan
- Department of Cardiology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, People's Republic of China
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, People's Republic of China
- Cardiovascular Research Institute of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China
| | - Hong Meng
- Department of Cardiology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, People's Republic of China
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, People's Republic of China
- Cardiovascular Research Institute of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China
| | - Liang Guo
- Department of Cardiology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, People's Republic of China
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, People's Republic of China
- Cardiovascular Research Institute of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China
| | - Bin Kong
- Department of Cardiology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, People's Republic of China
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, People's Republic of China
- Cardiovascular Research Institute of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China
| | - Wei Shuai
- Department of Cardiology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, People's Republic of China.
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, People's Republic of China.
- Cardiovascular Research Institute of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China.
| | - He Huang
- Department of Cardiology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, People's Republic of China.
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, People's Republic of China.
- Cardiovascular Research Institute of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China.
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21
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Yang L, Fang S, Zhang R, Xia R. Associations between different triglyceride glucose index-related obesity indices and periodontitis: results from NHANES 2009-2014. Lipids Health Dis 2024; 23:213. [PMID: 38970059 PMCID: PMC11225363 DOI: 10.1186/s12944-024-02192-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 06/18/2024] [Indexed: 07/07/2024] Open
Abstract
BACKGROUND This study aimed to explore the associations between triglyceride glucose (TyG) index-related obesity indices and periodontitis within the American population. METHODS This cross-sectional investigation utilized data from the National Health and Nutrition Examination Survey (NHANES) for 2009-2014. The association between the TyG-waist-to-height ratio (TyG-WHtR), TyG-weight-adjusted-waist index (TyG-WWI), TyG-waist circumference (TyG-WC), or TyG-body mass index (TyG-BMI) and periodontitis was investigated utilizing multivariable logistic regression model, subgroup, and dose-response curve analyses. RESULTS This study enrolled 4,808 adult participants. Except for TyG-BMI, which did not exhibit a relationship with periodontitis, TyG-WHtR, [odds ratio (OR) (95% confidence interval (CI))] = 2.83 [1.58-5.10], P = 0.002], TyG-WWI [OR (95% CI) = 7.50 (3.06-18.34), P < 0.001], and TyG-WC [OR (95% CI) = 2.12 (1.23-3.64), P = 0.011] were all associated with periodontitis. Participants in the highest quartile displayed an elevated risk of periodontitis relative to their counterparts in the lowest quartile, as evidenced for TyG-WWI [OR (95% CI) = 1.72 (1.26-2.33), P = 0.001] and TyG-WC [OR (95% CI) = 1.50 (1.13-1.99), P = 0.009] in the full adjustment model. Subgroup analyses suggested more pronounced positive associations between these indices and periodontitis in participants who were < 60 years old, had a BMI ≥ 25, and did not have diabetes. The dose-response curve indicated linear responses in these associations. CONCLUSIONS This investigation identified a significant and stable association between TyG-WHtR, TyG-WWI, or TyG-WC and periodontitis, which implies a robust correlation between high insulin resistance and susceptibility to periodontitis in the American population.
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Affiliation(s)
- Liyuan Yang
- Department of Stomatology, the Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Shiyan Fang
- Department of Stomatology, the Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Runzhen Zhang
- Department of Stomatology, the Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Rong Xia
- Department of Stomatology, the Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
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22
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Yang D, Tao S, Shao M, Huang L, Xiao X, Zhang J, Yao R, Sun Z. Effectiveness of exercise training on arterial stiffness and blood pressure among postmenopausal women: a systematic review and meta-analysis. Syst Rev 2024; 13:169. [PMID: 38956626 PMCID: PMC11221034 DOI: 10.1186/s13643-024-02589-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 06/18/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND The acute and long-term benefits of exercise training on cardiovascular health have been well established. The systematic review and meta-analysis aimed to systematically assess the effectiveness of exercise training on arterial stiffness and blood pressure among postmenopausal women with elevated blood pressure. METHODS A comprehensive search was conducted on PubMed, Embase, Web of Science, ProQuest, Cochrane Library, Cochrane Central Register of Controlled Trials, and ClinicalTrials.gov website from inception to September 30, 2023, to identify the randomized controlled trials (RCTs), which evaluated the effectiveness of exercise training on arterial stiffness and blood pressure in postmenopausal women. Standardized mean differences (SMD), weighted mean differences (WMD), and 95% confidence intervals (95% CIs) were calculated using random/fixed effects models. Quality assessment was performed using the modified Jadad scale and the Cochrane Risk of Bias Tool. Sensitivity analysis and subgroup analysis were conducted based on drug dosage, treatment duration, and age of administration to further explore potential heterogeneity. Funnel plots were performed to assess publication bias and Begg's regression test was carried out for funnel plot asymmetry. RESULTS Twenty-two RCTs involving 1978 participants were included in the quantitative analysis. The mean quality of eligible studies was 4.2 out of 7 based on the modified Jadad scale. The results indicated that exercise training had a significant effect on reducing brachial-ankle pulse wave velocity [MD = - 0.69, 95%CI (- 1.11, - 0.27), P = 0.001], decreasing augmentation index (AIx) [MD = - 6.00, 95%CI (- 6.39, - 5.61), P < 0.00001] and AIx normalized to a heart rate of 75 beats per minute (AIx@75%) [MD = - 7.01, 95%CI - 7.91 to - 6.12, P < 0.00001], lowering systolic blood pressure [MD = - 6.19, 95%CI - 9.24 to - 3.15, P < 0.0001], diastolic blood pressure [MD = - 3.57, 95%CI (- 6.10, - 1.03), P = 0.006) and pulse pressure [MD = - 8.52, 95%CI (- 16.27, - 0.76), P = 0.03]. Subgroup analysis revealed that baseline blood pressure levels had a large impact on the effect of exercise training. CONCLUSIONS The systematic review and meta-analysis suggested that exercise training may ameliorate arterial stiffness and reduce blood pressure in postmenopausal women with elevated blood pressure. However, the optimal mode of exercise training that improves arterial stiffness and blood pressure in this population requires further investigation. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42021211268.
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Affiliation(s)
- Deshuang Yang
- Department of Integrative Cardiology, China-Japan Friendship Hospital, Beijing, China
| | - Shiyi Tao
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Mingjing Shao
- Department of Integrative Cardiology, China-Japan Friendship Hospital, Beijing, China.
| | - Li Huang
- Department of Integrative Cardiology, China-Japan Friendship Hospital, Beijing, China
| | - Xiang Xiao
- Department of Integrative Cardiology, China-Japan Friendship Hospital, Beijing, China
| | - Jin Zhang
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Ruiqi Yao
- Department of Internal Medicine, Shenzhen Nanshan Chinese Medicine Hospital, Guangdong, China
| | - Ziyi Sun
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
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23
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Santulli G, Visco V, Varzideh F, Guerra G, Kansakar U, Gasperi M, Marro A, Wilson S, Ferrante MNV, Pansini A, Pirone A, Di Lorenzo F, Tartaglia D, Iaccarino G, Macina G, Agyapong ED, Forzano I, Jankauskas SS, Komici K, Ciccarelli M, Mone P. Prediabetes Increases the Risk of Frailty in Prefrail Older Adults With Hypertension: Beneficial Effects of Metformin. Hypertension 2024; 81:1637-1643. [PMID: 38752357 PMCID: PMC11170724 DOI: 10.1161/hypertensionaha.124.23087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 04/30/2024] [Indexed: 06/14/2024]
Abstract
BACKGROUND Prediabetes has garnered increasing attention due to its association with cardiovascular conditions, especially hypertension, which heightens the risk of prefrailty and frailty among older individuals. METHODS We screened elders with prefrail hypertension from March 2021 to January 2023. We assessed the correlation linking cognitive dysfunction (Montreal Cognitive Assessment score), insulin resistance (triglyceride-to-glucose index), and physical impairment (5-meter gait speed). Then, we measured the risk of developing frailty after a 1-year follow-up period, adjusting the outcome using multivariable Cox regression analysis. We also investigated the impact of administering 500 mg of metformin once daily to a subset of frail subjects for an additional 6 months. RESULTS We assessed the relationship between the triglyceride-to-glucose index and the Montreal Cognitive Assessment score, observing a significant correlation (r, 0.880; P<0.0001). Similarly, we analyzed the association between the triglyceride-to-glucose index and 5-meter gait speed, uncovering a significant link between insulin resistance and physical impairment (r, 0.809; P<0.0001). Prediabetes was found to significantly (P<0.0001) elevate the risk of frailty development compared with individuals without prediabetes by the end of the 1-year follow-up, a finding confirmed via multivariable analysis with Cox regression. Furthermore, among the subgroup of subjects who developed frailty, those who received metformin exhibited a significant decrease in frailty levels (P<0.0001). CONCLUSIONS Insulin resistance and prediabetes play substantial roles in the development of cognitive and physical impairments, highlighting their importance in managing hypertension, even before the onset of frank diabetes. Metformin, a well-established drug for the treatment of diabetes, has shown favorable effects in mitigating frailty.
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Affiliation(s)
- Gaetano Santulli
- Department of Medicine, Division of Cardiology, Wilf Family Cardiovascular Research Institute, Einstein – Mount Sinai Diabetes Research Center (ES-DRC), Einstein Institute for Aging Research, Albert Einstein College of Medicine, New York City, NY, USA
- Department of Molecular Pharmacology, Einstein Institute for Neuroimmunology and Inflammation (INI), Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York City, NY, USA
- International Translational Research and Medical Education (ITME) Consortium, Academic Research Unit, Naples, Italy
- Department of Advanced Biomedical Sciences, University of Naples “Federico II”, Italy
| | - Valeria Visco
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
| | - Fahimeh Varzideh
- Department of Medicine, Division of Cardiology, Wilf Family Cardiovascular Research Institute, Einstein – Mount Sinai Diabetes Research Center (ES-DRC), Einstein Institute for Aging Research, Albert Einstein College of Medicine, New York City, NY, USA
| | - Germano Guerra
- International Translational Research and Medical Education (ITME) Consortium, Academic Research Unit, Naples, Italy
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, Campobasso, Italy
| | - Urna Kansakar
- Department of Molecular Pharmacology, Einstein Institute for Neuroimmunology and Inflammation (INI), Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York City, NY, USA
| | - Maurizio Gasperi
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, Campobasso, Italy
| | | | - Scott Wilson
- Department of Medicine, Division of Cardiology, Wilf Family Cardiovascular Research Institute, Einstein – Mount Sinai Diabetes Research Center (ES-DRC), Einstein Institute for Aging Research, Albert Einstein College of Medicine, New York City, NY, USA
| | | | | | | | - Francesco Di Lorenzo
- Department of Medicine, Division of Cardiology, Wilf Family Cardiovascular Research Institute, Einstein – Mount Sinai Diabetes Research Center (ES-DRC), Einstein Institute for Aging Research, Albert Einstein College of Medicine, New York City, NY, USA
| | | | - Guido Iaccarino
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, Italy
| | | | - Esther Densu Agyapong
- Department of Medicine, Division of Cardiology, Wilf Family Cardiovascular Research Institute, Einstein – Mount Sinai Diabetes Research Center (ES-DRC), Einstein Institute for Aging Research, Albert Einstein College of Medicine, New York City, NY, USA
| | - Imma Forzano
- Department of Advanced Biomedical Sciences, University of Naples “Federico II”, Italy
| | - Stanislovas S. Jankauskas
- Department of Medicine, Division of Cardiology, Wilf Family Cardiovascular Research Institute, Einstein – Mount Sinai Diabetes Research Center (ES-DRC), Einstein Institute for Aging Research, Albert Einstein College of Medicine, New York City, NY, USA
| | - Klara Komici
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, Campobasso, Italy
| | - Michele Ciccarelli
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
| | - Pasquale Mone
- Department of Medicine, Division of Cardiology, Wilf Family Cardiovascular Research Institute, Einstein – Mount Sinai Diabetes Research Center (ES-DRC), Einstein Institute for Aging Research, Albert Einstein College of Medicine, New York City, NY, USA
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, Campobasso, Italy
- ASL Avellino, Italy
- Casa di Cura “Montevergine”, Mercogliano (Avellino), Italy
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24
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Li J, Ye P, Peng X, Xiang G. The roles of lipids and inflammation in the association between the triglyceride-glucose index and arterial stiffness: evidence from two large population-based surveys. Lipids Health Dis 2024; 23:190. [PMID: 38909224 PMCID: PMC11193289 DOI: 10.1186/s12944-024-02183-0] [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: 04/28/2024] [Accepted: 06/13/2024] [Indexed: 06/24/2024] Open
Abstract
BACKGROUND The triglyceride-glucose (TyG) index is a risk marker for arterial stiffness; however, the extent to which the TyG index is associated with arterial stiffness via lipids and inflammation remains unknown. The first aim was to probe the relationship between the TyG index and arterial stiffness in two surveys. The second aim was to clarify whether lipids and inflammation mediate this relationship. METHODS The sample size of 13,726 U.S. individuals from the National Examination Survey (NHANES) and 3,964 Chinese individuals from the China Health and Retirement Longitudinal Study (CHARLS 2015) were enrolled. Weighted multivariate logistic and linear regression models, as well as restricted cubic spline (RCS) and mediation analyses, were utilized to estimate complex relationships between the TyG index, arterial stiffness, lipids (non-high-density lipoprotein cholesterol [non-HDL-C]) and inflammation (C-reactive protein [CRP]) biomarkers. RESULTS A total of 3,420 U.S. patients and 992 Chinese patients were diagnosed with increased arterial stiffness. Regression analyses demonstrated that higher quartiles of the TyG index were associated with a greater incidence of increased arterial stiffness (NHANES: OR = 2.610, 95% CI = 2.043-3.334, P < 0.001; CHARLS: OR = 1.579, 95% CI = 1.057-2.360, P < 0.001). Participants with a higher TyG index/higher CRP level or with a higher TyG index/higher non-HDL-C level had the highest incidence of increased arterial stiffness in the two surveys. The results were still consistent when the sensitivity analysis was implemented with stricter clinical cut-off values of non-HDL-C. Mediation analysis verified that lipids (mediated effect: β = 0.012, P < 0.001 in NHANES; β = 0.020, P < 0.001 in CHARLS) and inflammation (mediated effect: β = 0.003, P < 0.001 in NHANES; β = 0.006, P < 0.001 in CHARLS) partially mediated this relationship. CONCLUSIONS These results indicated a positive linear correlation between the TyG index, non-HDL-C level, CRP level and increased arterial stiffness in two surveys. Furthermore, lipids and inflammation could partly mediate the correlation of the TyG index with arterial stiffness in both surveys.
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Affiliation(s)
- Jinlian Li
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, 510515, China
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, Hubei, 430070, China
| | - Pei Ye
- Shantou University Medical College, Shantou, Guangdong, China
| | - Xiangyan Peng
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, 510515, China
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, Hubei, 430070, China
| | - Guangda Xiang
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, 510515, China.
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, Hubei, 430070, China.
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Zheng Z, Yu X. Insulin resistance in the retina: possible implications for certain ocular diseases. Front Endocrinol (Lausanne) 2024; 15:1415521. [PMID: 38952394 PMCID: PMC11215121 DOI: 10.3389/fendo.2024.1415521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 06/05/2024] [Indexed: 07/03/2024] Open
Abstract
Insulin resistance (IR) is becoming a worldwide medical and public health challenge as an increasing prevalence of obesity and metabolic disorders. Accumulated evidence has demonstrated a strong relationship between IR and a higher incidence of several dramatically vision-threatening retinal diseases, including diabetic retinopathy, age-related macular degeneration, and glaucoma. In this review, we provide a schematic overview of the associations between IR and certain ocular diseases and further explore the possible mechanisms. Although the exact causes explaining these associations have not been fully elucidated, underlying mechanisms of oxidative stress, chronic low-grade inflammation, endothelial dysfunction and vasoconstriction, and neurodegenerative impairments may be involved. Given that IR is a modifiable risk factor, it may be important to identify patients at a high IR level with prompt treatment, which may decrease the risk of developing certain ocular diseases. Additionally, improving IR through the activation of insulin signaling pathways could become a potential therapeutic target.
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Affiliation(s)
- Zhaoxia Zheng
- Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
- Graduate School of Peking Union Medical College, Beijing, China
| | - Xiaobing Yu
- Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
- Graduate School of Peking Union Medical College, Beijing, China
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Song J, Ma R, Yin L. Associations between estimated glucose disposal rate and arterial stiffness and mortality among US adults with non-alcoholic fatty liver disease. Front Endocrinol (Lausanne) 2024; 15:1398265. [PMID: 38779449 PMCID: PMC11109450 DOI: 10.3389/fendo.2024.1398265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
Background The estimated glucose disposal rate (eGDR), an effective indicator of insulin resistance, has been related to acute coronary syndrome, ischemic stroke and heart failure. This study aims to explore the relationship between eGDR and arterial stiffness, all-cause mortality and cardiovascular mortality in patients with non-alcoholic fatty liver disease (NAFLD). Methods Participants with NAFLD were chosen from the National Health and Nutrition Examination Survey (NHANES) between 1999 and 2018. The main outcomes are arterial stiffness (represented by estimated pulse wave velocity, ePWV), all-cause and cardiovascular mortality. Multiple cox regression models, restricted cubic spline, sensitivity analysis and subgroup analysis were carried out to investigate the correlation between the insulin resistance indicators and mortality and arterial stiffness. Furthermore, receiver operating characteristic curves were used to compare the predictive value of the eGDR with the triglyceride-glucose (TyG) index and the homeostasis model assessment of insulin resistance (HOMA-IR) for all-cause and cardiovascular mortality. Results In this study, a total of 4,861 participants were included for analysis. After adjusting confounding factors in the multivariate weighted cox regression model, the eGDR was inversely associated with the all-cause mortality (Q4 vs. Q1, HR =0.65 (0.48-0.89, P=0.01) and cardiovascular mortality (Q4 vs. Q1, HR =0.35 (0.19-0.65, P<0.001). Compared with TyG index and HOMA-IR, the eGDR shows excellent predictive value in all-cause mortality (0.588 vs. 0.550 vs. 0.513, P < 0.001) and cardiovascular mortality (0.625 vs. 0.553 vs. 0.537, P < 0.001). In addition, we found a significant negative correlation between eGDR and arterial stiffness (β=-0.13(-0.14-0.11, P< 0.001). However, TyG index and HOMA-IR showed no significant correlation to arterial stiffness. Conclusions Low eGDR (an indicator of insulin resistance) levels are related to an increased risk of arterial stiffness and mortality in NAFLD patients in the United States.
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Affiliation(s)
- Junting Song
- Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Ruicong Ma
- Department of Cardiology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Lin Yin
- Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, Liaoning, China
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Qiu W, Cai A, Li L, Feng Y. Systolic blood pressure status modifies the associations between the triglyceride-glucose index and incident cardiovascular disease: a national cohort study in China. Cardiovasc Diabetol 2024; 23:135. [PMID: 38658924 PMCID: PMC11044345 DOI: 10.1186/s12933-024-02227-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 04/08/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND The triglyceride-glucose (TyG) index and blood pressure (BP) are correlated and serve as risk factors for cardiovascular disease (CVD). The potential impact of BP status on the association between the TyG index and CVD risk remains uncertain. This study aims to investigate the relationships between the TyG index and incident CVD in Chinese middle-aged and elderly adults, considering variations in BP status among participants. METHODS 6558 participants (mean age: 58.3 (± 8.7) years; 46.0% were men) without prevalent CVD were recruited from the China Health and Retirement Longitudinal Study. Participants were divided into three groups according to their systolic blood pressure (SBP) levels (< 120mmHg, 120 ∼ 129mmHg, ≥ 130mmHg). The TyG index was computed as ln[triglyceride (mg/dl) * fasting blood glucose (mg/dl)/2]. The primary outcome was CVD (heart disease and stroke), and the secondary outcomes were individual CVD components. Cox regression models and restricted cubic splines were performed to investigate the associations between continuous and categorical TyG with CVD. RESULTS 1599 cases of CVD were captured during 58,333 person-years of follow-up. Per 1-SD higher TyG index was associated with a 19% (HR: 1.19; 95% CI: 1.12, 1.27) higher risk for incident CVD, and the participants with the highest quartile of TyG index had a 54% (HR: 1.54; 95% CI: 1.29, 1.84) higher risk of CVD compared to those in the lowest quartile. SBP significantly modifies the association between the TyG index and CVD, with higher HRs for CVD observed in those with optimal and normal SBP. SBP partially mediated the associations between the TyG index with CVD. The results were generally consistent among participants with varying pulse pressure statuses rather than diastolic BP statuses. CONCLUSIONS The associations between the TyG index and CVD were modified by BP status, with greater HRs for CVD observed among those who had SBP < 130mmHg. SBP can partially mediate the association between the TyG index with CVD, highlighting the importance of early screening for the TyG index to identify at risk of hypertension and CVD.
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Affiliation(s)
- Weida Qiu
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, No. 106, Zhongshan 2nd Road, Yuexiu District, Guangzhou, 510080, China
| | - Anping Cai
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, No. 106, Zhongshan 2nd Road, Yuexiu District, Guangzhou, 510080, China
| | - Liwen Li
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, No. 106, Zhongshan 2nd Road, Yuexiu District, Guangzhou, 510080, China
| | - Yingqing Feng
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, No. 106, Zhongshan 2nd Road, Yuexiu District, Guangzhou, 510080, China.
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Zhang X, Wei R, Wang X, Zhang W, Li M, Ni T, Weng W, Li Q. The neutrophil-to-lymphocyte ratio is associated with all-cause and cardiovascular mortality among individuals with hypertension. Cardiovasc Diabetol 2024; 23:117. [PMID: 38566082 PMCID: PMC10985955 DOI: 10.1186/s12933-024-02191-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 03/04/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Identifying reliable prognostic markers is crucial for the effective management of hypertension. The neutrophil-to-lymphocyte ratio (NLR) has emerged as a potential inflammatory marker linked to cardiovascular outcomes. This study aims to investigate the association of NLR with all-cause and cardiovascular mortality among patients with hypertension. METHODS This study analyzed data from 3067 hypertensive adults in the National Health and Nutritional Examination Surveys (NHANES) from 2009 to 2014. Mortality details were obtained from the National Death Index (NDI). Restricted cubic spline (RCS) was deployed to visualize the association of the NLR with mortality risk. Weighted Cox proportional hazards models were employed to assess the independent association of NLR with mortality risk. Time-dependent receiver operating characteristic curve (ROC) analysis was conducted to access the predictive ability of NLR for survival. Mediation analysis was used to explore the indirect impact of NLR on mortality mediated through eGFR. RESULTS Over a median 92.0-months follow-up, 538 deaths occurred, including 114 cardiovascular deaths. RCS analysis revealed a positive association between NLR and both all-cause and cardiovascular mortality. Participants were stratified into higher (> 3.5) and lower (≤ 3.5) NLR groups. Weighted Cox proportional hazards models demonstrated that individuals with higher NLR had a significantly increased risk of all-cause (HR 1.96, 95% confidence interval (CI) 1.52-2.52, p < 0.0001) and cardiovascular mortality (HR 2.33, 95% CI 1.54-3.51, p < 0.0001). Stratified and interaction analysis confirmed the stability of the core results. Notably, eGFR partially mediated the association between NLR and both all-cause and cardiovascular mortality by a 5.4% and 4.7% proportion, respectively. Additionally, the areas under the curve (AUC) of the 3-, 5- and 10- year survival was 0.68, 0.65 and 0.64 for all-cause mortality and 0.68, 0.70 and 0.69 for cardiovascular mortality, respectively. CONCLUSION Elevated NLR independently confers an increased risk for both all-cause and cardiovascular mortality in individuals with hypertension.
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Affiliation(s)
- Xuexue Zhang
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- China Academy of Chinese Medical Sciences, Beijing, China
| | - Rui Wei
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xujie Wang
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- China Academy of Chinese Medical Sciences, Beijing, China
| | - Wantong Zhang
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Mengxuan Li
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- China Academy of Chinese Medical Sciences, Beijing, China
| | - Tian Ni
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Weiliang Weng
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, No. 1, Xiyuan Playground, Zhong Zhi Road, Hai Dian District, Beijing, 100091, China.
| | - Qiuyan Li
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
- Department of General Medicine, Xiyuan Hospital, China Academy of Chinese Medical Sciences, No. 1, Xiyuan Playground, Zhong Zhi Road, Hai Dian District, Beijing, 100091, China.
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