Cardiovascular Diabetology最新文献

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Is there still room for pioglitazone in contemporary type 2 diabetes management? 吡格列酮在当代2型糖尿病治疗中还有应用空间吗?
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-16 DOI: 10.1186/s12933-026-03093-4
Irene Caruso
{"title":"Is there still room for pioglitazone in contemporary type 2 diabetes management?","authors":"Irene Caruso","doi":"10.1186/s12933-026-03093-4","DOIUrl":"10.1186/s12933-026-03093-4","url":null,"abstract":"<p><p>Recent real-world evidence comparing glucagon-like peptide-1 receptor agonists (GLP-1RA) with pioglitazone indicates broadly comparable cardiovascular and hepatic outcomes in individuals with type 2 diabetes, with a lower risk of heart failure among GLP-1RA users. These findings must be interpreted in the context of contemporary guidelines, which increasingly prioritize therapies with cardiometabolic benefits while restricting the role of pioglitazone to selected settings. Despite recognized adverse effects, pioglitazone retains clinical relevance due to its glycaemic efficacy, potential cardio-hepatic benefits, and low cost, particularly in health-care systems with limited access to newer agents. Rather than being interchangeable, pioglitazone and GLP-1RA occupy complementary positions within the current therapeutic landscape, underscoring the importance of individualized treatment selection.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":"25 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12990594/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147467229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Associations of cumulative exposure and dynamic trajectories of cholesterol-HDL-glucose (CHG) index with cardiovascular disease in middle-aged and older Chinese adults: a longitudinal analysis. 中国中老年人累积暴露和胆固醇-高密度脂蛋白-葡萄糖(CHG)指数动态轨迹与心血管疾病的关系:一项纵向分析
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-15 DOI: 10.1186/s12933-026-03137-9
Yuting Zhang, Bei Liu, Yuan Zhu, Yaofei Xie, Yanling Du, Peng Xiong, Qiyuan Lyu
{"title":"Associations of cumulative exposure and dynamic trajectories of cholesterol-HDL-glucose (CHG) index with cardiovascular disease in middle-aged and older Chinese adults: a longitudinal analysis.","authors":"Yuting Zhang, Bei Liu, Yuan Zhu, Yaofei Xie, Yanling Du, Peng Xiong, Qiyuan Lyu","doi":"10.1186/s12933-026-03137-9","DOIUrl":"10.1186/s12933-026-03137-9","url":null,"abstract":"<p><strong>Background: </strong>A newer and novel index, the Cholesterol, High-Density Lipoprotein, and Glucose (CHG) index, has been proposed as a potential index for metabolic disorders. However, research on the relationship between CHG changes and cardiovascular disease (CVD) is limited. Our research aims to investigate the association between cumulative exposure and dynamic trajectories of CHG and cardiovascular disease risk.</p><p><strong>Methods: </strong>Participants aged 45 and older were recruited from the China Health and Retirement Longitudinal Study (CHARLS). CVD was defined as self-reported description. K-means clustering analysis was used to classify dynamic CHG changes, and cumulative CHG (cuCHG) was calculated as follows: cuCHG=(CHG<sub>2012</sub> + CHG<sub>2015</sub>)/time interval (2012-2015). Cox proportional hazards regression and restricted cubic spline (RCS) regression models were conducted to evaluate the association between cumulative exposure and dynamic trajectories of CHG and CVD risk.</p><p><strong>Results: </strong>A total of 6,171 participants were included in the study, among whom 1,136 (18.4%) experienced incident of CVD. The risk of CVD increased with higher levels of cuCHG. K-means clustering indicated three distinct trajectories CHG variation. Compared to the stable reference group (Cluster 3), participants in the high-risk slowly increasing trajectory (Cluster 2) had a significantly higher risk of CVD (HR = 1.28, 95%CI: 1.10-1.49, P = 0.002). However, the moderate-decreasing trajectory (Cluster 1) was not significantly associated with CVD risk (HR = 1.09, 95%CI: 0.98-1.21, P = 0.126). In the Cox regression analysis, compared with the lowest quartile (Q1), participants in the highest quartile (Q4) had a significantly increased risk of CVD by 22% (HR = 1.22, 95% CI: 1.06-1.40, P = 0.005, adjusted P = 0.007). Furthermore, CVD risk increased progressively across ascending cuCHG quartiles (P for trend < 0.05). RCS analysis demonstrated a linear association between cuCHG and CVD risk (for overall, P < 0.001).</p><p><strong>Conclusion: </strong>Our research indicates that both cuCHG and CHG changes are associated with CVD risk in middle-aged and older adults, particularly for those with consistently high-risk CHG levels, which are linked to a significantly increased CVD risk. In clinical practice, monitoring long-term CHG changes and maintaining relatively stable levels may help prevent CVD in this population.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12994255/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between C-reactive protein-triglyceride-glucose index and risk of stroke in different renal function status: a national cohort study. 不同肾功能状态下c反应蛋白-甘油三酯-葡萄糖指数与卒中风险的关系:一项国家队列研究
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-14 DOI: 10.1186/s12933-026-03135-x
Wei Xian, Tong Wu, Xin-Xin Zhao, Ye Yang, Xiao-Ying Li, Ya-Li Wang
{"title":"Association between C-reactive protein-triglyceride-glucose index and risk of stroke in different renal function status: a national cohort study.","authors":"Wei Xian, Tong Wu, Xin-Xin Zhao, Ye Yang, Xiao-Ying Li, Ya-Li Wang","doi":"10.1186/s12933-026-03135-x","DOIUrl":"10.1186/s12933-026-03135-x","url":null,"abstract":"<p><strong>Background: </strong>The C-reactive protein-triglyceride-glucose index (CTI), a novel biomarker integrating inflammation and insulin resistance, has been linked to cardiovascular disease. However, its association with stroke risk across varying levels of renal function remains unclear.</p><p><strong>Methods: </strong>This prospective cohort study included 8,808 participants aged ≥ 45 years from the China Health and Retirement Longitudinal Study (CHARLS), covering the period 2011 to 2018. CTI was calculated as 0.412×Ln (CRP [mg/L]) + Ln (TG [mg/dL]×FPG [mg/dL])/2. Multivariable Cox models and restricted cubic splines were employed to assess the association between CTI and incident stroke. We stratified the analysis by estimated glomerular filtration rate (eGFR) and introduced interaction terms between CTI and eGFR levels to evaluate potential effect modification.</p><p><strong>Results: </strong>The mean age of the participants was 59.48 (9.41) years, and 4098 (46.5%) were male. During a median follow-up of 7 years, 404 (4.6%) stroke events occurred. In the fully adjusted model, each 1-unit increase in CTI was associated with a 15% higher stroke risk [hazard ratios (HR) = 1.15, 95% confidence interval (CI) = 1.00-1.32]. A significant positive linear dose-response relationship was observed (P <sub>overall</sub> <0.001, P <sub>non-linear</sub>= 0.289). Notably, we observed significant interaction between CTI and eGFR levels on stroke risk (P = 0.037). The association was markedly stronger in individuals with mildly reduced renal function (eGFR 60-89 mL/min/1.73 m²), where the highest CTI quartile (Q4) had an HR of 2.73 (95% CI: 1.16-6.40) compared to the Q1. Conversely, no significant associations were observed in participants with preserved (eGFR ≥ 90 mL/min/1.73 m²) or moderately-to-severely reduced renal function (eGFR < 60 mL/min/1.73 m²).</p><p><strong>Conclusion: </strong>Elevated CTI levels are associated with an increased risk of stroke in middle-aged and older Chinese adults, particularly among individuals with mild renal impairment. By combining inflammatory and metabolic markers, CTI might offer potential clinical value for risk assessment.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13045162/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exercise modulates redox homeostasis in cardiovascular and metabolic diseases: from bench to clinic. 运动调节心血管和代谢疾病的氧化还原稳态:从实验室到临床。
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-14 DOI: 10.1186/s12933-026-03131-1
Jiayin Wang, Jiaqiao Zhang, Huijie Zhang, Fengzhi Yu, Zhenjun Tian, Dandan Jia
{"title":"Exercise modulates redox homeostasis in cardiovascular and metabolic diseases: from bench to clinic.","authors":"Jiayin Wang, Jiaqiao Zhang, Huijie Zhang, Fengzhi Yu, Zhenjun Tian, Dandan Jia","doi":"10.1186/s12933-026-03131-1","DOIUrl":"10.1186/s12933-026-03131-1","url":null,"abstract":"","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13104577/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cohort profile: The DIabetes and ST-segment Elevation Myocardial Infarction (DISTEMI) Study. 队列简介:糖尿病和st段抬高型心肌梗死(DISTEMI)研究。
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-13 DOI: 10.1186/s12933-026-03097-0
Clara Möser, Katsiaryna Prystupa, Martin Schön, Iryna Yurchenko, Kálmán B Bódis, Maximilian Huttasch, Filippo Michelotti, Yuliya Kupriyanova, Vera Schrauwen-Hinderling, Cesare Granata, Gidon J Bönhof, Alexander Strom, Christian Herder, Daniel Dörr, Sandra Trenkamp, Geronimo Heilmann, Pavel Bobrov, Klaus Straßburger, Julia Szendroedi, Mareike Cramer, Amin Polzin, Christian Jung, Malte Kelm, Volker Burkart, Robert Wagner, Michael Roden, Oana-Patricia Zaharia
{"title":"Cohort profile: The DIabetes and ST-segment Elevation Myocardial Infarction (DISTEMI) Study.","authors":"Clara Möser, Katsiaryna Prystupa, Martin Schön, Iryna Yurchenko, Kálmán B Bódis, Maximilian Huttasch, Filippo Michelotti, Yuliya Kupriyanova, Vera Schrauwen-Hinderling, Cesare Granata, Gidon J Bönhof, Alexander Strom, Christian Herder, Daniel Dörr, Sandra Trenkamp, Geronimo Heilmann, Pavel Bobrov, Klaus Straßburger, Julia Szendroedi, Mareike Cramer, Amin Polzin, Christian Jung, Malte Kelm, Volker Burkart, Robert Wagner, Michael Roden, Oana-Patricia Zaharia","doi":"10.1186/s12933-026-03097-0","DOIUrl":"10.1186/s12933-026-03097-0","url":null,"abstract":"<p><strong>Background: </strong>Humans with type 2 diabetes and/or metabolic dysfunction-associated steatotic liver disease (MASLD) are at higher risk of ST-segment elevation myocardial infarction (STEMI) and worse prognosis. However, mechanisms, prognostic factors and risk subtypes in humans with STEMI and (pre)diabetes with or without MASLD, are not fully understood.</p><p><strong>Methods: </strong>The DIabetes and ST-segment Elevation Myocardial Infarction (DISTEMI) study is a prospective longitudinal cohort study, recruiting humans with different degrees of glucose tolerance after recent STEMI. This cohort study has the primary objective to detect changes in glycemia and insulin sensitivity derived from the oral glucose tolerance test (OGTT) and their relationships to cardiac function. Secondary objectives address tissue-specific insulin sensitivity and organ function, focusing on adipose tissue, liver and heart. Exploratory objectives comprise multiomic analyses and measures of mitochondrial function and quality of life. At 2 and 12 months after STEMI, participants undergo comprehensive cardiometabolic phenotyping (OGTT, modified Botnia clamp-test, magnetic resonance imaging/spectroscopy/elastography, high-resolution respirometry). Magnetic resonance-based techniques are employed to assess cardiovascular function and structure, adipose tissue distribution, skeletal muscle and hepatic lipid deposition and fibrosis, and hepatic energy metabolism. Exploratory analyses include multiomics of blood, urine, and stool samples. Multiomics analyses shall allow detecting biomarkers for stratification of cardiovascular disease risk. Currently, 100 participants have been included in DISTEMI, of whom 29% have type 2 diabetes.</p><p><strong>Conclusion: </strong>The DISTEMI study integrates comprehensive cardiometabolic phenomic with multiomic profiling to identify cardiometabolic STEMI subtypes and predictors of outcomes, and to improve precision risk stratification and targeted prevention.</p><p><strong>Trial registration: </strong>NCT05046483.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13020399/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147442950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of the estimated glucose disposal rate combined with a body shape index with all-cause and cardiovascular-specific mortality among individuals with cardiovascular-kidney-metabolic syndrome. 在心血管-肾代谢综合征患者中,估计的葡萄糖处置率与身体形状指数与全因和心血管特异性死亡率的关系
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-12 DOI: 10.1186/s12933-026-03127-x
Chao Fu, Zheng Zhang, Yuxin Li, Fei Wang, Chunlin Li, Zhaohui Xie, Xiangyang Gao, Lulu Sun, Bingqing Han, Rui Wang, Shanshan Liu, Hao Zhang, Jingbo Hou, Qiang Zeng
{"title":"Association of the estimated glucose disposal rate combined with a body shape index with all-cause and cardiovascular-specific mortality among individuals with cardiovascular-kidney-metabolic syndrome.","authors":"Chao Fu, Zheng Zhang, Yuxin Li, Fei Wang, Chunlin Li, Zhaohui Xie, Xiangyang Gao, Lulu Sun, Bingqing Han, Rui Wang, Shanshan Liu, Hao Zhang, Jingbo Hou, Qiang Zeng","doi":"10.1186/s12933-026-03127-x","DOIUrl":"10.1186/s12933-026-03127-x","url":null,"abstract":"<p><strong>Background: </strong>Individuals with cardiovascular-kidney-metabolic (CKM) syndrome exhibit a substantially elevated risk of all-cause and cardiovascular-specific mortality. Although estimated glucose disposal rate (eGDR) and a body shape index (ABSI) are commonly used indicators for assessing insulin resistance and atherosclerotic risk, respectively, evidence regarding their combined effect on all-cause and cardiovascular-specific mortality in patients with CKM syndrome remains insufficient. Investigating this combined impact may help improve risk stratification in this population.</p><p><strong>Methods: </strong>This study utilized data from the National Health and Nutrition Examination Survey (NHANES, 1999-2018), including 18,186 individuals with stage 0-4 CKM syndrome. Cox proportional hazards models, Kaplan-Meier curves and subgroup analyses were used to evaluate the associations between eGDR and ABSI and mortality risk. The integrated discrimination improvement (IDI) and net reclassification index (NRI) were used to assess the incremental prognostic value of eGDR and ABSI. Finally, six machine learning algorithms were applied to develop predictive models.</p><p><strong>Results: </strong>During the follow-up period, a total of 2536 all-cause mortality and 790 cardiovascular-specific mortality were documented. After multivariable adjustment, both low eGDR and high ABSI independently predicted mortality risk. Combined analysis revealed that individuals with both Low-eGDR and High-ABSI had the highest mortality risk: all-cause mortality hazard ratio (HR) = 2.79 (95% CI 2.30-3.38) and cardiovascular-specific mortality HR = 4.53 (95% CI 2.96-6.92). However, the interaction effect was not statistically significant. Among the six machine learning algorithms, XGBoost demonstrated the best performance, with areas under the curve (AUC) of 0.877 and 0.850 for predicting all-cause and cardiovascular-specific mortality, respectively.</p><p><strong>Conclusion: </strong>Both eGDR and ABSI are independent and combined predictors of mortality risk among individuals with CKM syndrome. Their combined use significantly improves risk stratification and machine learning models provide an effective tool for precise risk assessment in this population.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13045107/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147442944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Epicardial adipose tissue as a determinant of heart failure prognosis: insights across ejection fraction phenotypes. 心外膜脂肪组织作为心力衰竭预后的决定因素:通过射血分数表型的见解。
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-09 DOI: 10.1186/s12933-026-03126-y
Maksymilian Nowakowski, Maciej Mazuruk, Łukasz Nogajski, Maciej Mączewski, Hanna Czerwińska, Mikołaj Kurpias, Michał Mączewski, Aleksandra Paterek
{"title":"Epicardial adipose tissue as a determinant of heart failure prognosis: insights across ejection fraction phenotypes.","authors":"Maksymilian Nowakowski, Maciej Mazuruk, Łukasz Nogajski, Maciej Mączewski, Hanna Czerwińska, Mikołaj Kurpias, Michał Mączewski, Aleksandra Paterek","doi":"10.1186/s12933-026-03126-y","DOIUrl":"10.1186/s12933-026-03126-y","url":null,"abstract":"<p><p>Epicardial adipose tissue (EAT) is a metabolically active fat depot located between the myocardium and visceral pericardium, directly interacting with cardiomyocytes and coronary vasculature. Emerging evidence suggests that EAT plays a significant role in the pathophysiology and prognosis of heart failure (HF) across different left ventricular ejection fraction (LVEF) phenotypes. This review summarizes current data on the prognostic role of EAT in HF, including volume, thickness, and density, measured by echocardiography, computed tomography, and cardiac magnetic resonance imaging. In HF with preserved (HFpEF) and mildly reduced ejection fraction (HFmrEF), increased EAT consistently associates with adverse outcomes, including higher rates of hospitalization and mortality, independent of systemic obesity. In HF with reduced ejection fraction (HFrEF), the relationship is more complex, with studies showing both protective and detrimental associations depending on EAT quantity, density, and spatial distribution. EAT also appears to contribute to ventricular arrhythmogenesis, particularly in patients with preserved myocardial structure. Mechanistically, EAT may promote inflammation, fibrosis, and electrophysiological remodeling, while moderate amount EAT may exert metabolic or mechanical protection. Overall, EAT emerges as a promising imaging-derived biomarker for risk stratification in HF, highlighting the need for phenotype-specific evaluation and potential therapeutic targeting. Future studies should focus on EAT quality, remodeling, and its interaction with myocardial tissue to guide individualized HF management.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13020216/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147389370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comprehensive evaluation of triglyceride glucose index-a body shape index (TyG-ABSI) for incident peripheral artery disease: data-driven phenotyping and machine learning-based risk prediction in the UK Biobank. 综合评估甘油三酯葡萄糖指数-身体形状指数(TyG-ABSI)外周动脉疾病:数据驱动的表型和基于机器学习的风险预测在英国生物银行。
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-09 DOI: 10.1186/s12933-026-03116-0
Wenxin Zhao, Xiaolu Li, Xihao Zhang, Yaming Guo, Bowen Zhang, Yifan Cao, Yongpeng Diao, Zhiyuan Wu, Chengran Lu, Zuoguan Chen, Yong Lan, Yongjun Li
{"title":"Comprehensive evaluation of triglyceride glucose index-a body shape index (TyG-ABSI) for incident peripheral artery disease: data-driven phenotyping and machine learning-based risk prediction in the UK Biobank.","authors":"Wenxin Zhao, Xiaolu Li, Xihao Zhang, Yaming Guo, Bowen Zhang, Yifan Cao, Yongpeng Diao, Zhiyuan Wu, Chengran Lu, Zuoguan Chen, Yong Lan, Yongjun Li","doi":"10.1186/s12933-026-03116-0","DOIUrl":"10.1186/s12933-026-03116-0","url":null,"abstract":"<p><strong>Background: </strong>The prevalence of Peripheral Artery Disease (PAD) is rising globally, yet early risk stratification remains challenging due to the limitations of traditional obesity metrics. TyG-ABSI, an index combining Triglyceride-Glucose (TyG) with A Body Shape Index (ABSI), is a novel marker reflecting both functional insulin resistance and structural visceral adiposity. However, its predictive value for PAD remains unexplored in large prospective cohorts.</p><p><strong>Methods: </strong>We included 390,274 adults from the UK Biobank. Baseline characteristics were analyzed across TyG-ABSI quartiles and PAD status. Associations between TyG-related indices and incident PAD were assessed using multivariable-adjusted Cox regression, Kaplan-Meier survival curves, and restricted cubic splines. Robustness was evaluated via Fine-Gray competing risk models, propensity score matching, subgroup analyses, and external validation in the NHANES database. Consensus k-means clustering, integrating biochemical and insulin resistance markers, identified metabolic phenotypes and stratified PAD risk. Feature selection (LASSO, Boruta, and Minimum Redundancy Maximum Relevance [mRMR]) guided the development of six machine learning models (logistic regression, GBM, XGBoost, AdaBoost, LightGBM, and neural network) for PAD prediction, with interpretability assessed via SHAP analysis.</p><p><strong>Results: </strong>Higher TyG-ABSI and related indices were strongly associated with increased PAD incidence (cumulative incidence at 15 years: 4.16% in the top quartile vs. 0.98% in the bottom quartile; fully-adjusted Hazard Ratio [HR] per 1-SD increase for TyG-ABSI: 1.22, 95% Confidence Interval [CI] 1.17-1.27), which were robust in the NHANES external validation cohort. Clustering analysis revealed four distinct metabolic subgroups, with the highest PAD risk in the insulin resistance/glucose dysfunction cluster (HR vs. healthy phenotype: 7.48, 95% CI 6.82-8.21). Feature selection identified 19 key predictors. Logistic regression provided the most stable and generalizable prediction (validation Area Under the Curve [AUC] = 0.788, 95% CI 0.778-0.798), demonstrating superior generalizability compared to complex ensemble methods. SHAP analysis demonstrated TyG-ABSI, age, and neutrophil count as leading predictors for incident PAD and confirmed the interpretability of the model.</p><p><strong>Conclusion: </strong>TyG-ABSI is a robust, independent predictor of long-term PAD risk. Data-driven phenotyping and interpretable machine learning facilitate more precise risk stratification. Logistic regression offers optimal performance and interpretability, holding potential clinical utility for individualized PAD risk prediction.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13072502/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147389383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dusp15 modulates mtHsp70 Thr116 phosphorylation state to preserve mito-UPR and attenuate cardiac dysfunction in diabetic cardiomyopathy. Dusp15调节mtHsp70 Thr116磷酸化状态,维持mito-UPR,减轻糖尿病心肌病心功能障碍。
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-07 DOI: 10.1186/s12933-026-03125-z
Yan Liu, Hongshuo Shi, Chun Li, Haowen Zhuang, Yinglong Li, Xiuling He, Ying Jiang, Zhiyu Jin, Zhijiang Guo, Sangbing Ong, Yuanyuan Wang, Xing Chang, Guipeng An, Junyan Wang
{"title":"Dusp15 modulates mtHsp70 Thr116 phosphorylation state to preserve mito-UPR and attenuate cardiac dysfunction in diabetic cardiomyopathy.","authors":"Yan Liu, Hongshuo Shi, Chun Li, Haowen Zhuang, Yinglong Li, Xiuling He, Ying Jiang, Zhiyu Jin, Zhijiang Guo, Sangbing Ong, Yuanyuan Wang, Xing Chang, Guipeng An, Junyan Wang","doi":"10.1186/s12933-026-03125-z","DOIUrl":"10.1186/s12933-026-03125-z","url":null,"abstract":"<p><strong>Background: </strong>Diabetic cardiomyopathy (DCM) involves cardiac dysfunction/remodeling with mitochondrial stress and impaired mitochondrial proteostasis. The role of dual-specificity phosphatases (DUSPs) in these processes remains unclear. We examined whether Dusp15 modulates diabetic cardiac injury and whether mtHsp70/mito-UPR-linked proteostasis is involved.</p><p><strong>Methods: </strong>DCM was induced in mice by high-fat diet (HFD) combined with low-dose streptozotocin (STZ). We studied cardiomyocyte-specific Dusp15 knockout (Dusp15<sup>Cko</sup>) mice, a Dusp15 gain-of-function line, and high-glucose-treated HL-1 cardiomyocytes. Cardiac function/remodeling were assessed by echocardiography and molecular/histological analyses. Dusp15-mtHsp70 signaling was interrogated by protein interaction assays and mtHsp70 Thr116 genetic models.</p><p><strong>Results: </strong>Dusp15 was reduced in diabetic hearts and associated with impaired contractility. Dusp15 gain-of-function improved cardiac function and reduced remodeling/inflammation, whereas Dusp15<sup>Cko</sup> worsened diabetic injury, indicating a cardiomyocyte-necessary role for Dusp15. Dusp15 associated with mtHsp70 and supported mtHsp70-linked mitochondrial proteostasis/mito-UPR in cardiomyocytes. Genetically, mtHsp70<sup>T116A</sup> knock-in mice were substantially protected from diabetic cardiac dysfunction/remodeling. Finally, dapagliflozin (DAPA) improved diabetic cardiac outcomes, and its benefit was reduced in Dusp15<sup>Cko</sup> mice, suggesting Dusp15 as an important mediator.</p><p><strong>Conclusion: </strong>Dusp15 is a stress-responsive regulator that protects against diabetic cardiac dysfunction and remodeling through mtHsp70-associated mito-UPR signaling. Targeting the Dusp15-mtHsp70 axis may represent a therapeutic strategy for diabetic cardiomyopathy.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13020309/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147371966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reactive carbonyl species in health and chronic disease: from methylglyoxal to an integrative network of metabolic regulation. 健康和慢性疾病中的活性羰基物种:从甲基乙二醛到代谢调节的综合网络。
IF 10.6 1区 医学
Cardiovascular Diabetology Pub Date : 2026-03-07 DOI: 10.1186/s12933-026-03130-2
Shu Li, Peter Paul Nawroth, Jens Kroll
{"title":"Reactive carbonyl species in health and chronic disease: from methylglyoxal to an integrative network of metabolic regulation.","authors":"Shu Li, Peter Paul Nawroth, Jens Kroll","doi":"10.1186/s12933-026-03130-2","DOIUrl":"10.1186/s12933-026-03130-2","url":null,"abstract":"<p><p>The prevalence of chronic diseases is increasing dramatically, but the metabolism, particularly the pervasive carbonyl stress that accompanies many of these conditions, is rarely considered a potential cause. Reactive carbonyl species are spontaneously generated through a variety of endogenous metabolic reactions, and contain highly reactive carbonyl groups. Methylglyoxal, a prime reactive carbonyl, has been linked to cardiovascular disease, diabetes and its complications, obesity, chronic kidney disease, and ageing. Its detoxification is mainly regulated by the glyoxalase system; however, surprisingly, studies in mice, zebrafish and drosophila with a knockout of glyoxalase 1 showed viable animals with only minor metabolic phenotypes. Importantly, compensatory mechanisms for other potential methylglyoxal-detoxifying enzymes, including aldehyde dehydrogenases and aldo reductases, were identified in glyoxalase 1 knockout animals. Subsequent knockout studies of different Aldehyde-Dehydrogenases and Aldo-Keto-Reductases have demonstrated that Glyoxalase 1 does not solely regulate the metabolism of reactive carbonyl species and organ functions. Instead, other reactive carbonyl species, together with their corresponding detoxification enzymes, exhibit distinct organ susceptibility. These detoxifying enzyme systems are interconnected at multiple levels in a complex and redundant manner, and their dysregulation can lead to chronic pathological conditions. Conceptually, the review aims to focus on future cardiovascular research investigating the specificity of different reactive carbonyl species to their respective detoxification systems and the interplay and organ-specific regulation of these detoxification pathways. The future goal is to develop reactive carbonyl species profiles and markers of inadequate detoxification in order to identify new patient subgroups. Another future challenge will be to establish reactive carbonyl species profiles and corresponding enzyme system activities as biomarkers for predicting, diagnosing and monitoring chronic diseases in translational and clinical contexts. Ultimately, we suggest to develop potent and specific reactive carbonyl species scavengers, as well as detoxifying enzyme activators, and define new patient subgroups with different treatment needs and prognoses.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12980872/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147371890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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