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Exercise in CKM syndrome progression: a stage-specific approach to cardiovascular, metabolic, and renal health. CKM综合征进展中的运动:一种针对心血管、代谢和肾脏健康的阶段特异性方法
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-20 DOI: 10.1186/s12933-025-03029-4
Zacharias Papadakis

Cardiovascular-Kidney-Metabolic (CKM) syndrome progresses through distinct stages, from early metabolic risk factors to advanced cardiovascular disease and kidney dysfunction. Across these stages, exercise remains a central yet underutilized intervention, offering physiological adaptations that address metabolic dysregulation, vascular dysfunction, and inflammation. This review evaluates the stage-specific effects of moderate-intensity continuous exercise (MICE), high-intensity interval exercise (HIIE), and resistance training (RT) on CKM syndrome. In Stage 0, exercise augments insulin sensitivity, endothelial function, and mitochondrial biogenesis, preserving optimal health in individuals without metabolic risk factors. Stage 1, marked by excess adiposity, sees structured exercise regimens effectively reducing visceral fat, improving lipid profiles, and enhancing glucose regulation. During Stage 2, encompassing metabolic risk factors and early chronic kidney disease (CKD), aerobic and resistance exercise improve endothelial responsiveness, glycemic control, and renal outcomes. In Stage 3, subclinical cardiovascular disease, targeted exercise interventions strengthen vascular integrity, boost cardiac efficiency, and enhance metabolic resilience. Finally, Stage 4 entails clinical CVD, where exercise-based rehabilitation programs (e.g., moderate-intensity continuous training [MICT], high-intensity interval training [HIIT]) raise functional capacity, improve quality of life, and support favorable prognosis. Sex differences in exercise adaptations underscore the importance of individualized prescriptions. Emphasizing a multidisciplinary strategy that integrates lifestyle modifications and clinical measures can mitigate CKM-associated morbidity and mortality. Future research should investigate long-term exercise adherence, sex-specific responses, and the role of digital health tools to optimize CKM management and patient outcomes.

心血管-肾-代谢(CKM)综合征的进展经历了不同的阶段,从早期代谢危险因素到晚期心血管疾病和肾功能障碍。在这些阶段,运动仍然是一种核心但未被充分利用的干预手段,它提供了解决代谢失调、血管功能障碍和炎症的生理适应。本综述评估了中等强度连续运动(MICE)、高强度间歇运动(HIIE)和阻力训练(RT)对CKM综合征的阶段性影响。在第0阶段,运动增强胰岛素敏感性、内皮功能和线粒体生物发生,使没有代谢危险因素的个体保持最佳健康状态。第一阶段,以过度肥胖为标志,看到有组织的运动方案有效地减少内脏脂肪,改善脂质谱,加强葡萄糖调节。在第二阶段,包括代谢危险因素和早期慢性肾脏疾病(CKD),有氧运动和阻力运动可改善内皮反应性、血糖控制和肾脏预后。在亚临床心血管疾病阶段3,有针对性的运动干预可以增强血管完整性,提高心脏效率,增强代谢弹性。最后,第四阶段涉及临床CVD,在此阶段,基于运动的康复计划(例如,中等强度连续训练[MICT],高强度间歇训练[HIIT])可以提高功能能力,改善生活质量,并支持良好的预后。运动适应的性别差异强调了个体化处方的重要性。强调结合生活方式改变和临床措施的多学科策略可以减轻ckm相关的发病率和死亡率。未来的研究应调查长期运动坚持,性别特异性反应,以及数字健康工具在优化CKM管理和患者预后方面的作用。
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引用次数: 0
Association between the cumulative estimated glucose disposal rate and incident stroke in adults aged 50 and above without diabetes: a prospective nationwide cohort study in China. 50岁及以上无糖尿病成年人累积估计葡萄糖处置率与卒中事件之间的关系:中国一项前瞻性全国队列研究
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-19 DOI: 10.1186/s12933-025-02893-4
Ran Yan, Yawen Yin, Yizhen Hu, Juxiang Yang, Jindong Chang, Yi Wang, Gang Song

Background: Prior studies have suggested an association between estimated glucose disposal rate (eGDR) and the risk of incident stroke in nondiabetic populations. However, evidence regarding the impact of long-term cumulative exposure to eGDR on stroke risk remains limited. This study aimed to investigate whether cumulative eGDR levels are independently associated with incident stroke among adults aged 50 years and older without diabetes.

Methods: We used data from the China Health and Retirement Longitudinal Study (CHARLS) and included 3,808 participants aged 50 years or older with no history of diabetes. Cumulative eGDR was calculated as the sum of the products of the average eGDR between consecutive survey waves and the corresponding time interval in years. The primary outcome was incident stroke. Associations between cumulative eGDR and stroke risk were assessed using Cox proportional hazards regression and restricted cubic spline (RCS) models. Discriminatory performance was assessed using receiver-operating characteristic (ROC) curves.

Results: The median age at baseline was 61 years, and 48.7% of participants were men. RCS analyses revealed a significant inverse and nonlinear association between cumulative eGDR and incident stroke (P < 0.001; P for nonlinearity = 0.021). After adjustment for potential confounders, higher cumulative eGDR was independently associated with a reduced risk of stroke (per standard deviation increase: HR: 0.69; 95% CI, 0.60-0.80; P < 0.001). Quartile-based analysis of cumulative eGDR further demonstrated that, compared with participants in the lowest quartile, those in the second quartile (Q2: HR: 0.63; 95% CI, 0.46-0.88; P = 0.006), third quartile (Q3: HR: 0.41; 95% CI, 0.28-0.60; P < 0.001) and fourth quartile (Q4: HR: 0.35; 95% CI, 0.23-0.52; P < 0.001) had significantly lower risks of incident stroke.

Conclusions: Among adults aged 50 years or older without diabetes, lower cumulative eGDR levels were significantly associated with an increased risk of incident stroke.

背景:先前的研究表明,在非糖尿病人群中,估计的葡萄糖处置率(eGDR)与卒中发生风险之间存在关联。然而,关于长期累积暴露于eGDR对卒中风险影响的证据仍然有限。本研究旨在调查50岁及以上无糖尿病成年人的累积eGDR水平是否与卒中事件独立相关。方法:我们使用来自中国健康与退休纵向研究(CHARLS)的数据,纳入了3,808名年龄在50岁及以上、无糖尿病史的参与者。累积eGDR是连续调查波的平均eGDR与相应时间间隔(年)的乘积之和。主要结局为偶发性中风。使用Cox比例风险回归和限制性三次样条(RCS)模型评估累积eGDR与卒中风险之间的关系。采用受试者工作特征(ROC)曲线评估歧视表现。结果:基线时的中位年龄为61岁,48.7%的参与者为男性。RCS分析显示,累积eGDR与卒中发生率之间存在显著的负相关和非线性关联(P结论:在50岁及以上无糖尿病的成年人中,较低的累积eGDR水平与卒中发生率增加显著相关。
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引用次数: 0
Arterial collagen IV and laminin levels associate with type 2 diabetes, glycemic control, major adverse cardiac events, and mortality in coronary bypass patients. 动脉IV型胶原蛋白和层粘连蛋白水平与冠状动脉搭桥患者的2型糖尿病、血糖控制、主要心脏不良事件和死亡率相关。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-17 DOI: 10.1186/s12933-025-03026-7
Anne-Sofie Allermann Faarvang, Martin Overgaard, Pia Søndergaard Jensen, Lars Peter Schødt Riber, Mette Wod, Lasse Bach Steffensen, Lars Melholt Rasmussen

Background: Type 2 diabetes mellitus (T2DM) is associated with arterial diseases; particularly, the incidence of atherosclerotic conditions is increased among patients with diabetes. Basement membrane (BM) protein levels are increased in the artery wall of T2DM patients, but the underlying mechanisms and potential consequences remain elusive. This study aimed to identify putative connections between the level of arterial BM components, clinical characteristics, all-cause mortality and major adverse events (MACE) in groups of patients with and without T2DM.

Methods: Internal thoracic artery samples from 668 patients undergoing coronary artery bypass graft surgery at Odense University Hospital, Denmark, from 2008 to 2018 were included, of which 27% were diagnosed with T2DM. Seventeen vascular proteins were quantified using liquid chromatography tandem mass spectrometry.

Results: Levels of BM components-collagen IV, laminin, and perlecan-were significantly elevated in T2DM patients compared to non-diabetic controls. In the diabetic group, we found strong correlations between collagen IV and laminin levels and hemoglobin A1c, whereas correlations with plasma lipids, blood pressure, and body mass index (BMI) were weak or absent. Moreover, collagen IV and laminin were associated with both all-cause mortality and major adverse cardiovascular events (MACE) up to 14 years after surgery after adjustment for age, sex, and comorbidities.

Conclusions: We demonstrate that arterial basement membrane protein accumulation is related to glycemic status in T2DM. Furthermore, the observed associations between collagen IV and laminin levels and clinical outcomes support the notion that generalized alterations in arterial basement membranes may contribute to the development of cardiovascular disease.

背景:2型糖尿病(T2DM)与动脉疾病相关;特别是,糖尿病患者动脉粥样硬化状况的发生率增加。T2DM患者动脉壁基底膜(BM)蛋白水平升高,但其潜在机制和潜在后果尚不清楚。本研究旨在确定T2DM患者和非T2DM患者中动脉BM成分水平、临床特征、全因死亡率和主要不良事件(MACE)之间的推定联系。方法:纳入2008年至2018年在丹麦欧登塞大学医院接受冠状动脉搭桥手术的668例患者的胸内动脉样本,其中27%诊断为T2DM。采用液相色谱串联质谱法对17种血管蛋白进行定量分析。结果:与非糖尿病对照组相比,T2DM患者的BM成分(胶原IV、层粘连蛋白和perlecn)水平显著升高。在糖尿病组中,我们发现IV型胶原蛋白、层粘连蛋白水平和血红蛋白A1c之间存在很强的相关性,而与血脂、血压和体重指数(BMI)之间的相关性较弱或不存在相关性。此外,在调整年龄、性别和合并症后,IV型胶原蛋白和层粘连蛋白与术后14年的全因死亡率和主要不良心血管事件(MACE)相关。结论:我们证明动脉基底膜蛋白的积累与T2DM患者的血糖状态有关。此外,观察到的IV型胶原蛋白和层粘连蛋白水平与临床结果之间的关联支持了动脉基底膜的广泛性改变可能促进心血管疾病发展的观点。
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引用次数: 0
Myocardial interstitial fibrosis and subclinical left ventricular systolic dysfunction in type 2 diabetes mellitus patients with obesity: a 3.0 T MRI study. 2型糖尿病合并肥胖患者心肌间质纤维化和亚临床左心室收缩功能障碍:一项3.0 T MRI研究
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-16 DOI: 10.1186/s12933-025-03025-8
Xue-Ming Li, Li Jiang, Xi Liu, Ying-Kun Guo, Yuan Li, Yue Gao, Pei-Lun Han, Chun-Chao Xia, Wan-Lin Peng, Bi-Yue Hu, Ming-Yan Deng, Yan Ren, Zhi-Gang Yang

Background: Patients with type 2 diabetes mellitus (T2DM) who are obese have increased risk of cardiovascular events. This study aimed to investigate the impact of obesity on myocardial interstitial fibrosis and its association with subclinical left ventricular (LV) systolic dysfunction in patients with T2DM.

Methods: Eighty-one T2DM patients without obesity, 48 patients with obesity and 40 matched lean healthy controls were prospectively recruited and underwent cardiac magnetic resonance imaging. Extracellular volume (ECV), 3-D feature tracking strain including LV radial (GRS), circumferential (GCS) and longitudinal (GLS) peak strains were evaluated from T1 mapping and cine images, and compared among the groups.

Results: Compared with controls, the LV GRS and GLS were significantly lower and ECV significantly higher in T2DM patients without obesity, and they were even lower or higher in patients with obesity than in both controls and patients without obesity. The LV GCS was significantly lower in patients with obesity than that in controls. Multivariable linear regression analyses demonstrated that obesity was independently associated with ECV (β = 2.147, p = 0.006), LV GRS and GLS (β = - 3.427 and 1.408, p = 0.019 and = 0.001, respectively) in patients with T2DM. When ECV was included in the regression analyses, both obesity and ECV were independently associated with LV GLS (β = 1.540 and 0.118, p < 0.001 and = 0.019, respectively).

Conclusions: In patients with T2DM, there was more severe myocardial interstitial fibrosis and subclinical LV systolic dysfunction in patients with obesity, and increased myocardial fibrosis is independently associated with impaired LV systolic function. These results indicate the potential clinical significance of weight management in T2DM patients with obesity.

背景:肥胖的2型糖尿病(T2DM)患者发生心血管事件的风险增加。本研究旨在探讨肥胖对T2DM患者心肌间质纤维化的影响及其与亚临床左室(LV)收缩功能障碍的关系。方法:前瞻性招募81例非肥胖T2DM患者、48例肥胖患者和40例匹配的瘦健康人进行心脏磁共振成像。通过T1作图和电影影像评价细胞外体积(ECV)、三维特征跟踪应变,包括左室径向(GRS)、周向(GCS)和纵向(GLS)峰值应变,并进行组间比较。结果:与对照组相比,非肥胖T2DM患者的LV GRS、GLS显著降低,ECV显著升高,且肥胖组比对照组和非肥胖组更低或更高。肥胖患者的左室GCS明显低于对照组。多变量线性回归分析显示,肥胖与T2DM患者的ECV (β = 2.147, p = 0.006)、LV GRS和GLS (β = - 3.427和1.408,p = 0.019和= 0.001)独立相关。当将ECV纳入回归分析时,肥胖和ECV均与左室GLS独立相关(β = 1.540和0.118,p)。结论:T2DM患者肥胖患者心肌间质纤维化和亚临床左室收缩功能障碍更为严重,心肌纤维化增加与左室收缩功能受损独立相关。这些结果提示T2DM合并肥胖患者体重管理的潜在临床意义。
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引用次数: 0
Additive value of combining triglyceride-glucose index and estimated glucose disposal rate for incident stroke prediction across glycaemic-regulation subgroups: a prospective cohort of 5,789 Chinese adults. 结合甘油三酯-葡萄糖指数和估计葡萄糖处理率预测血糖调节亚组卒中事件的附加价值:5789名中国成年人的前瞻性队列
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-15 DOI: 10.1186/s12933-025-02991-3
Xuelun Zou, Feng Zhang, Cailin He, Wuyang Zhang, Rongmei Tang, Juan Zhu, Junyi Ma, Ye Li, Li Wang, Chaoyang Cai, Qiaoling Tang, Yexiang Yi, Ran Liu, Kexian Zhou, Xiangbin Zhang, Yi Zeng, Le Zhang

Background: Stroke is a leading contributor to the high disease burden in low- and middle-income countries, making early prevention essential for risk reduction. The triglyceride-glucose (TyG) index and the estimated glucose disposal rate (eGDR) are surrogate markers of insulin resistance, and both have been associated with cardiometabolic risk. However, the predictive utility of their combined use for stroke risk across different glucose metabolism states remains unclear.

Methods: This prospective cohort study enrolled 5789 stroke-free participants aged ≥ 45 years, including 3490 with abnormal glucose regulation(AGR) and 2296 with normal glucose regulation(NGR). The TyG-eGDR index was dichotomised as TyG × eGDR. The TyG + eGDR combination was further partitioned into 12 strata defined by TyG tertiles crossed with eGDR quartiles. We evaluated the relationship between theseTyG, eGDR, TyG-eGDR and TyG + eGDR categories and incident stroke using cox proportional-hazards models, mediation analysis, restricted cubic splines, receiver-operating-characteristic curves, and subgroup analyses Query.

Results: Among 5789 participants followed for incident stroke, 460 new events were documented, corresponding to an overall incidence of 9.93 per 1000 person-years. We observed a negative association between lower eGDR index (OR = 0.70, 95% CI 0.62-0.79) and lower TyG-eGDR index (OR = 0.72, 95% CI 0.63-0.81) with stroke risk across all populations, while in the AGR subgroup, a higher TyG index (OR = 1.24, 95% CI 1.11-1.37) was associated with a higher risk of stroke. Compared to the reference group (low TyG and high eGDR), the combination of high TyG (≥ 8.90) and low eGDR (< 7.09) conferred the highest stroke hazard (HR = 3.75, 95% CI 2.29-6.15, p = 1.6 × 10⁻⁷), and this pattern was consistent in both AGR and NGR sub-cohorts. However, the TyG + eGDR combination exerted a stronger influence on stroke risk within the AGR group. RCS showed non-linear dose-response for TyG and TyG-eGDR with stroke (p < 0.05), but linear for eGDR. The TyG + eGDR composite model achieved superior discrimination (area under the ROC curve: 0.71). Mediation analysis indicated that eGDR accounted for 29.99% of the association between TyG and stroke risk, while TyG explained 5.81% of the association between eGDR and stroke risk; comparable mediation patterns were observed in the AGR population but not in the NGR population.

Conclusions: Low eGDR and a low TyG-eGDR product independently predict a higher stroke risk, whereas elevated TyG predominantly increases stroke risk in individuals with AGR. Combining TyG and eGDR markedly improves stroke discrimination beyond either metric alone. Routine integration of these two inexpensive indices permits earlier, more precise risk stratification and can inform targeted interventions that substantially reduce stroke incidence.

背景:卒中是低收入和中等收入国家疾病负担高的主要原因,因此早期预防对于降低风险至关重要。甘油三酯-葡萄糖(TyG)指数和估计葡萄糖处置率(eGDR)是胰岛素抵抗的替代标志物,两者都与心脏代谢风险相关。然而,它们在不同葡萄糖代谢状态下联合使用对中风风险的预测效用尚不清楚。方法:本前瞻性队列研究纳入5789名年龄≥45岁的无卒中受试者,其中3490例血糖调节异常(AGR), 2296例血糖调节正常(NGR)。将TyG-eGDR指数分为TyG × eGDR。TyG + eGDR组合进一步划分为12层,由TyG四分位与eGDR四分位交叉划分。我们使用cox比例风险模型、中介分析、受限三次样条、受者-工作特征曲线和亚组分析来评估etyg、eGDR、TyG-eGDR和TyG + eGDR类别与卒中事件之间的关系。结果:在5789名卒中随访参与者中,记录了460例新事件,对应于每1000人年9.93例的总发病率。我们观察到,在所有人群中,较低的eGDR指数(OR = 0.70, 95% CI 0.62-0.79)和较低的TyG-eGDR指数(OR = 0.72, 95% CI 0.63-0.81)与卒中风险呈负相关,而在AGR亚组中,较高的TyG指数(OR = 1.24, 95% CI 1.11-1.37)与卒中风险较高相关。与对照组(低TyG和高eGDR)相比,高TyG(≥8.90)和低eGDR(结论:低eGDR和低TyG-eGDR产品独立预测更高的卒中风险,而TyG升高主要增加AGR个体的卒中风险。联合使用TyG和eGDR显著提高了单独使用任何一种指标的中风辨别能力。常规整合这两种廉价的指标可以更早、更精确地进行风险分层,并可以为有针对性的干预提供信息,从而大大降低卒中发病率。
{"title":"Additive value of combining triglyceride-glucose index and estimated glucose disposal rate for incident stroke prediction across glycaemic-regulation subgroups: a prospective cohort of 5,789 Chinese adults.","authors":"Xuelun Zou, Feng Zhang, Cailin He, Wuyang Zhang, Rongmei Tang, Juan Zhu, Junyi Ma, Ye Li, Li Wang, Chaoyang Cai, Qiaoling Tang, Yexiang Yi, Ran Liu, Kexian Zhou, Xiangbin Zhang, Yi Zeng, Le Zhang","doi":"10.1186/s12933-025-02991-3","DOIUrl":"https://doi.org/10.1186/s12933-025-02991-3","url":null,"abstract":"<p><strong>Background: </strong>Stroke is a leading contributor to the high disease burden in low- and middle-income countries, making early prevention essential for risk reduction. The triglyceride-glucose (TyG) index and the estimated glucose disposal rate (eGDR) are surrogate markers of insulin resistance, and both have been associated with cardiometabolic risk. However, the predictive utility of their combined use for stroke risk across different glucose metabolism states remains unclear.</p><p><strong>Methods: </strong>This prospective cohort study enrolled 5789 stroke-free participants aged ≥ 45 years, including 3490 with abnormal glucose regulation(AGR) and 2296 with normal glucose regulation(NGR). The TyG-eGDR index was dichotomised as TyG × eGDR. The TyG + eGDR combination was further partitioned into 12 strata defined by TyG tertiles crossed with eGDR quartiles. We evaluated the relationship between theseTyG, eGDR, TyG-eGDR and TyG + eGDR categories and incident stroke using cox proportional-hazards models, mediation analysis, restricted cubic splines, receiver-operating-characteristic curves, and subgroup analyses Query.</p><p><strong>Results: </strong>Among 5789 participants followed for incident stroke, 460 new events were documented, corresponding to an overall incidence of 9.93 per 1000 person-years. We observed a negative association between lower eGDR index (OR = 0.70, 95% CI 0.62-0.79) and lower TyG-eGDR index (OR = 0.72, 95% CI 0.63-0.81) with stroke risk across all populations, while in the AGR subgroup, a higher TyG index (OR = 1.24, 95% CI 1.11-1.37) was associated with a higher risk of stroke. Compared to the reference group (low TyG and high eGDR), the combination of high TyG (≥ 8.90) and low eGDR (< 7.09) conferred the highest stroke hazard (HR = 3.75, 95% CI 2.29-6.15, p = 1.6 × 10⁻⁷), and this pattern was consistent in both AGR and NGR sub-cohorts. However, the TyG + eGDR combination exerted a stronger influence on stroke risk within the AGR group. RCS showed non-linear dose-response for TyG and TyG-eGDR with stroke (p < 0.05), but linear for eGDR. The TyG + eGDR composite model achieved superior discrimination (area under the ROC curve: 0.71). Mediation analysis indicated that eGDR accounted for 29.99% of the association between TyG and stroke risk, while TyG explained 5.81% of the association between eGDR and stroke risk; comparable mediation patterns were observed in the AGR population but not in the NGR population.</p><p><strong>Conclusions: </strong>Low eGDR and a low TyG-eGDR product independently predict a higher stroke risk, whereas elevated TyG predominantly increases stroke risk in individuals with AGR. Combining TyG and eGDR markedly improves stroke discrimination beyond either metric alone. Routine integration of these two inexpensive indices permits earlier, more precise risk stratification and can inform targeted interventions that substantially reduce stroke incidence.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145762267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Combined association of triglyceride-glucose index and the atherogenic index of plasma with the incidence of cardiovascular diseases among middle-aged and older population. 血浆甘油三酯-葡萄糖指数和动脉粥样硬化指数与中老年人群心血管疾病发病率的联合关系
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-14 DOI: 10.1186/s12933-025-03038-3
Xueyu Chen, Xuezhen Zhao, Haicheng Fei, Yixin Zhang, Jinhong Pang, Zhang Liu, Wenjuan Wang, Jianhong Qiao, Cuiping Xu

Background: Cardiovascular diseases (CVDs) are the leading cause of death worldwide. The atherogenic index of plasma (AIP) reflects atherogenic dyslipidemia and triglyceride-glucose (TyG) index is a surrogate of insulin resistance (IR). Evidence on their combined value for CVDs risk stratification remain limited. In this study, the associations between baseline levels and longitudinal changes of the composite TyG-AIP index and the incidence of CVDs were evaluated among middle-aged and older adults.

Methods: Data were obtained from the China Health and Retirement Longitudinal Study (CHARLS). A total of 6,986 participants were included in the baseline analysis(2012-2020), and 4,134 participants with repeated biomarker measurements in 2012 and 2015 were included in the longitudinal trajectory analysis. Multivariable cox proportional hazards models and restricted cubic spline(RCS) were applied to evaluate the associations of TyG, AIP, TyG&AIP and TyG-AIP with the incidence of CVDs (stroke and heart disease). K-means clustering characterized longitudinal TyG-AIP patterns. Discrimination was assessed with nomograms and receiver operating characteristic (ROC) curves.

Results: A total of 6,986 participants were included and followed for a median of 8.0 years, during which 1,752 incident CVDs occurred, including 1,343 cases of heart disease and 614 cases of stroke. Across tertiles of the TyG-AIP index, the risk of CVDs increased progressively, with adjusted HRs of 1.16 (95% CI: 1.03-1.31) for T2 and 1.25 (95% CI: 1.10-1.41) for T3 compared with T1. For stroke, the associations were higher in magnitude, with adjusted HRs of 1.40 (95% CI: 1.14-1.74) in T2 and 1.52 (95% CI: 1.23-1.88) in T3. TyG-AIP showed modest but superior discrimination versus TyG or AIP alone (AUC: 0.611 for CVDs; 0.631 for stroke; 0.605 for heart disease). NRI and IDI analyses demonstrated that adding TyG-AIP significantly improved risk reclassification for CVDs (NRI, 0.036-0.054, P < 0.001) and stroke (NRI, 0.096-0.114, P < 0.001). In longitudinal analyses (N = 4,134), participants in the cluster with persistently high and rising TyG-AIP values exhibited the highest risks of CVDs (adjusted HR 1.25, 95% CI: 1.04-1.51), stroke (HR 1.43, 95% CI: 1.05-1.95), and heart disease (HR 1.25, 95% CI: 1.01-1.54).

Conclusion: Both baseline and longitudinal changes of TyG-AIP were independently associated with the risk of developing CVDs, especially stroke, in middle-aged and older Chinese adults. Repeated assessment of TyG-AIP captured cardiometabolic deterioration over time and improved identification of individuals at elevated cardiovascular risk. Incorporating long-term monitoring of TyG-AIP into routine health evaluations may enhance population-level CVDs risk prediction and support more effective prevention strategies.

背景:心血管疾病(cvd)是世界范围内导致死亡的主要原因。血浆动脉粥样硬化指数(AIP)反映动脉粥样硬化性血脂异常,甘油三酯-葡萄糖(TyG)指数是胰岛素抵抗(IR)的替代指标。关于心血管疾病风险分层的综合价值的证据仍然有限。本研究评估了中老年人群中TyG-AIP复合指数的基线水平和纵向变化与心血管疾病发病率之间的关系。方法:数据来自中国健康与退休纵向研究(CHARLS)。基线分析(2012-2020)共纳入6,986名参与者,纵向轨迹分析包括2012年和2015年重复生物标志物测量的4,134名参与者。采用多变量cox比例风险模型和限制性三次样条(RCS)评价TyG、AIP、TyG&AIP和TyG-AIP与心血管疾病(中风和心脏病)发病率的关系。K-means聚类特征为纵向TyG-AIP模式。用诺图和受试者工作特征(ROC)曲线评估辨别力。结果:共有6,986名参与者被纳入研究,随访时间中位数为8.0年,期间发生了1,752例心血管疾病,其中包括1,343例心脏病和614例中风。在TyG-AIP指数的各分位数中,心血管疾病的风险逐渐增加,与T1相比,T2的调整hr为1.16 (95% CI: 1.03-1.31), T3的调整hr为1.25 (95% CI: 1.10-1.41)。对于中风,相关性在程度上更高,T2和T3的调整hr分别为1.40 (95% CI: 1.14-1.74)和1.52 (95% CI: 1.23-1.88)。与单独使用TyG或AIP相比,TyG-AIP表现出适度但更强的区别(cvd的AUC: 0.611;卒中的AUC: 0.631;心脏病的AUC: 0.605)。NRI和IDI分析显示,添加TyG-AIP可显著改善心血管疾病的风险再分类(NRI, 0.036-0.054, P)。结论:TyG-AIP的基线和纵向变化与中国中老年人群发生心血管疾病,尤其是卒中的风险独立相关。反复评估TyG-AIP捕获心脏代谢随时间的恶化,并改善心血管风险升高个体的识别。将TyG-AIP的长期监测纳入常规健康评估,可增强人群水平的心血管疾病风险预测,并支持更有效的预防战略。
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引用次数: 0
Proteomic signature of metabolic dysfunction-associated steatotic liver disease and risk of atherosclerotic cardiovascular disease. 代谢功能障碍相关脂肪变性肝病和动脉粥样硬化性心血管疾病风险的蛋白质组学特征
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-14 DOI: 10.1186/s12933-025-03034-7
Lulu Pan, Mujie Shen, Yahang Liu, Chen Huang, Ruilang Lin, Guoyou Qin, Yongfu Yu

Metabolic dysfunction-associated steatotic liver disease (MASLD) is associated with increased atherosclerotic cardiovascular disease (ASCVD) risk. However, evidence on proteomic mechanisms linking MASLD to ASCVD is limited. This study aims to identify proteomic signatures of MASLD and ASCVD subtypes (ischemic heart disease [IHD], peripheral artery disease [PAD], and stroke), evaluate mediating effects of proteins, and develop a proteomic-based ASCVD risk prediction model in MASLD patients. Among 40,913 UK Biobank participants (median follow-up 13.42 years [interquartile range, 12.52-14.22]), 14,425 (35.26%) had MASLD at baseline, and 6,014 (14.70%) developed ASCVD during follow-up (4,420 IHD, 866 PAD, and 1,767 stroke events; subtypes not mutually exclusive). We constructed a binary variable representing proteomics-inferred MASLD (cProMASLD) from MASLD-associated proteins. Two-step Mendelian randomization was applied to assess the mediating effects of proteins associated with MASLD and ASCVD subtypes. Furthermore, we integrated the all shared proteins associated with both MASLD and ASCVD subtypes into the conventional SCORE2 model to develop a prediction model specifically for ASCVD subtypes in the MASLD population, named Pro-SCORE2. Both MASLD and cProMASLD were significantly associated with an increased risk of ASCVD subtypes, with stronger associations observed for cProMASLD (IHD: HR 1.50 [95% CI 1.41-1.60] vs. 1.58 [1.48-1.68]; PAD: 1.25 [1.09-1.44] vs. 1.43 [1.24-1.64]; stroke: 1.19 [1.08-1.31] vs. 1.21[1.10-1.34]). After adjusting for MASLD, cProMASLD remained positively associated with ASCVD risk. This suggests that cProMASLD may capture MASLD-related physiological heterogeneity beyond clinical MASLD classification. We found 15, 3, and 3 proteins mediating the associations of MASLD with IHD, PAD, and stroke, respectively, including FABP4 (MASLD-IHD, mediation proportion: 15.12%), IL7R (MASLD-PAD, 7.45%), and EDA2R (MASLD-stroke, 9.24%). The Pro-SCORE2 significantly improved ASCVD risk prediction in the MASLD population, with a c-index increase of 7.5-9.6% and a 10-year AUC increase of 5.8-9.2% compared to SCORE2. These findings may offer new insights for risk stratification and potential therapeutic targets for ASCVD in MASLD patients.

代谢功能障碍相关脂肪变性肝病(MASLD)与动脉粥样硬化性心血管疾病(ASCVD)风险增加相关。然而,将MASLD与ASCVD联系起来的蛋白质组学机制的证据有限。本研究旨在确定MASLD和ASCVD亚型(缺血性心脏病[IHD]、外周动脉疾病[PAD]和卒中)的蛋白质组学特征,评估蛋白质的介导作用,并建立基于蛋白质组学的MASLD患者ASCVD风险预测模型。在40,913名英国生物银行参与者中(中位随访13.42年[四分位数间距,12.52-14.22]),14,425人(35.26%)在基线时患有MASLD, 6,014人(14.70%)在随访期间发生ASCVD(4,420例IHD, 866例PAD和1,767例卒中事件;亚型不相互排斥)。我们构建了一个二元变量,表示从MASLD相关蛋白中推断出的MASLD (cProMASLD)。采用两步孟德尔随机化来评估与MASLD和ASCVD亚型相关的蛋白质的介导作用。此外,我们将所有与MASLD和ASCVD亚型相关的共享蛋白整合到传统的SCORE2模型中,建立了一个专门针对MASLD人群中ASCVD亚型的预测模型,命名为Pro-SCORE2。MASLD和cProMASLD均与ASCVD亚型风险增加显著相关,cProMASLD的相关性更强(IHD: HR 1.50 [95% CI 1.41-1.60] vs. 1.58 [1.48-1.68]; PAD: 1.25 [1.09-1.44] vs. 1.43[1.24-1.64];卒中:1.19 [1.08-1.31]vs. 1.21[1.10-1.34])。在调整MASLD后,cProMASLD仍与ASCVD风险呈正相关。这表明cProMASLD可能捕捉到MASLD相关的生理异质性,而不是临床MASLD分类。我们分别发现15、3和3种蛋白介导MASLD与IHD、PAD和卒中的关联,包括FABP4 (MASLD-IHD,介导比例为15.12%)、IL7R (MASLD-PAD, 7.45%)和EDA2R (MASLD-卒中,9.24%)。Pro-SCORE2显著改善了MASLD人群的ASCVD风险预测,与SCORE2相比,c-index增加了7.5-9.6%,10年AUC增加了5.8-9.2%。这些发现可能为MASLD患者ASCVD的风险分层和潜在治疗靶点提供新的见解。
{"title":"Proteomic signature of metabolic dysfunction-associated steatotic liver disease and risk of atherosclerotic cardiovascular disease.","authors":"Lulu Pan, Mujie Shen, Yahang Liu, Chen Huang, Ruilang Lin, Guoyou Qin, Yongfu Yu","doi":"10.1186/s12933-025-03034-7","DOIUrl":"https://doi.org/10.1186/s12933-025-03034-7","url":null,"abstract":"<p><p>Metabolic dysfunction-associated steatotic liver disease (MASLD) is associated with increased atherosclerotic cardiovascular disease (ASCVD) risk. However, evidence on proteomic mechanisms linking MASLD to ASCVD is limited. This study aims to identify proteomic signatures of MASLD and ASCVD subtypes (ischemic heart disease [IHD], peripheral artery disease [PAD], and stroke), evaluate mediating effects of proteins, and develop a proteomic-based ASCVD risk prediction model in MASLD patients. Among 40,913 UK Biobank participants (median follow-up 13.42 years [interquartile range, 12.52-14.22]), 14,425 (35.26%) had MASLD at baseline, and 6,014 (14.70%) developed ASCVD during follow-up (4,420 IHD, 866 PAD, and 1,767 stroke events; subtypes not mutually exclusive). We constructed a binary variable representing proteomics-inferred MASLD (cProMASLD) from MASLD-associated proteins. Two-step Mendelian randomization was applied to assess the mediating effects of proteins associated with MASLD and ASCVD subtypes. Furthermore, we integrated the all shared proteins associated with both MASLD and ASCVD subtypes into the conventional SCORE2 model to develop a prediction model specifically for ASCVD subtypes in the MASLD population, named Pro-SCORE2. Both MASLD and cProMASLD were significantly associated with an increased risk of ASCVD subtypes, with stronger associations observed for cProMASLD (IHD: HR 1.50 [95% CI 1.41-1.60] vs. 1.58 [1.48-1.68]; PAD: 1.25 [1.09-1.44] vs. 1.43 [1.24-1.64]; stroke: 1.19 [1.08-1.31] vs. 1.21[1.10-1.34]). After adjusting for MASLD, cProMASLD remained positively associated with ASCVD risk. This suggests that cProMASLD may capture MASLD-related physiological heterogeneity beyond clinical MASLD classification. We found 15, 3, and 3 proteins mediating the associations of MASLD with IHD, PAD, and stroke, respectively, including FABP4 (MASLD-IHD, mediation proportion: 15.12%), IL7R (MASLD-PAD, 7.45%), and EDA2R (MASLD-stroke, 9.24%). The Pro-SCORE2 significantly improved ASCVD risk prediction in the MASLD population, with a c-index increase of 7.5-9.6% and a 10-year AUC increase of 5.8-9.2% compared to SCORE2. These findings may offer new insights for risk stratification and potential therapeutic targets for ASCVD in MASLD patients.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145755285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between triglyceride-glucose muscle-loss index (TyG-MLI) and incident cardiovascular disease: a prospective cohort study in the UK biobank. 甘油三酯-葡萄糖肌肉损失指数(TyG-MLI)与心血管疾病发病率之间的关系:英国生物银行的一项前瞻性队列研究
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-13 DOI: 10.1186/s12933-025-03031-w
Yanwen Fang, Sizhuang Huang, Hao Zhang, Mingyang Li, Haihua Zhang, Weixian Yang, Mengyue Yu

Background: Insulin resistance and muscle loss are interrelated processes linked to cardiovascular disease (CVD), but they are rarely assessed together. We investigated the association between a novel integrated biomarker-triglyceride-glucose muscle-loss index (TyG-MLI)-and incident CVD in a large prospective cohort.

Methods: A total of 277,418 UK Biobank participants free of CVD at baseline were included. TyG-MLI was calculated as ln[(triglycerides × fasting glucose)/2] × (cystatin C/creatinine). Incident CVD was identified through hospital admissions and death registries. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs).

Results: Over a median follow-up of 15.1 years, 40,398 participants developed CVD. Crude CVD incidence increased steadily across TyG-MLI quartiles, and the cumulative incidence curves demonstrated clear separation on Kaplan-Meier analysis (log-rank p < 0.001). Higher TyG-MLI was independently associated with greater CVD risk when modeled either continuously (per 1-SD: HR 1.17; 95% CI 1.16-1.18) or categorically (Q4 vs. Q1: HR 1.48; 95% CI 1.44-1.53). Restricted cubic spline analyses demonstrated a non-linear association across the TyG-MLI distribution. Sensitivity analyses yielded consistent results. In body mass index-stratified analyses, TyG-MLI showed stronger associations with CVD than TyG index, particularly among normal-weight and underweight individuals.

Conclusions: TyG-MLI, a composite marker reflecting insulin resistance and muscle loss, was independently associated with incident CVD in this large population-based cohort. These findings suggest that TyG-MLI captures cardiometabolic risk beyond traditional measures and may be particularly informative in individuals without obesity.

背景:胰岛素抵抗和肌肉损失是与心血管疾病(CVD)相关的相互关联的过程,但它们很少被一起评估。我们在一个大型前瞻性队列中研究了一种新的综合生物标志物-甘油三酯-葡萄糖肌肉损失指数(TyG-MLI)与心血管疾病发病率之间的关系。方法:总共纳入277,418名基线时无心血管疾病的英国生物银行参与者。TyG-MLI计算为ln[(甘油三酯×空腹葡萄糖)/2]×(胱抑素C/肌酐)。通过住院和死亡登记确定心血管疾病事件。Cox比例风险模型用于估计风险比(hr)和95%置信区间(ci)。结果:在15.1年的中位随访中,40398名参与者发生了心血管疾病。总的CVD发病率在TyG-MLI四分位数中稳步上升,累积发病率曲线在Kaplan-Meier分析中显示出明显的分离(log-rank p)。结论:在这个以人群为基础的大型队列中,反映胰岛素抵抗和肌肉损失的复合标志物TyG-MLI与CVD发病率独立相关。这些发现表明,TyG-MLI比传统测量方法更能捕获心脏代谢风险,对非肥胖个体尤其有用。
{"title":"Association between triglyceride-glucose muscle-loss index (TyG-MLI) and incident cardiovascular disease: a prospective cohort study in the UK biobank.","authors":"Yanwen Fang, Sizhuang Huang, Hao Zhang, Mingyang Li, Haihua Zhang, Weixian Yang, Mengyue Yu","doi":"10.1186/s12933-025-03031-w","DOIUrl":"10.1186/s12933-025-03031-w","url":null,"abstract":"<p><strong>Background: </strong>Insulin resistance and muscle loss are interrelated processes linked to cardiovascular disease (CVD), but they are rarely assessed together. We investigated the association between a novel integrated biomarker-triglyceride-glucose muscle-loss index (TyG-MLI)-and incident CVD in a large prospective cohort.</p><p><strong>Methods: </strong>A total of 277,418 UK Biobank participants free of CVD at baseline were included. TyG-MLI was calculated as ln[(triglycerides × fasting glucose)/2] × (cystatin C/creatinine). Incident CVD was identified through hospital admissions and death registries. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs).</p><p><strong>Results: </strong>Over a median follow-up of 15.1 years, 40,398 participants developed CVD. Crude CVD incidence increased steadily across TyG-MLI quartiles, and the cumulative incidence curves demonstrated clear separation on Kaplan-Meier analysis (log-rank p < 0.001). Higher TyG-MLI was independently associated with greater CVD risk when modeled either continuously (per 1-SD: HR 1.17; 95% CI 1.16-1.18) or categorically (Q4 vs. Q1: HR 1.48; 95% CI 1.44-1.53). Restricted cubic spline analyses demonstrated a non-linear association across the TyG-MLI distribution. Sensitivity analyses yielded consistent results. In body mass index-stratified analyses, TyG-MLI showed stronger associations with CVD than TyG index, particularly among normal-weight and underweight individuals.</p><p><strong>Conclusions: </strong>TyG-MLI, a composite marker reflecting insulin resistance and muscle loss, was independently associated with incident CVD in this large population-based cohort. These findings suggest that TyG-MLI captures cardiometabolic risk beyond traditional measures and may be particularly informative in individuals without obesity.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":"15"},"PeriodicalIF":10.6,"publicationDate":"2025-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145751583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The SERCA-PLN-DWORF axis in cardiometabolic disease: mechanisms and therapeutic perspectives. SERCA-PLN-DWORF轴在心脏代谢疾病中的作用:机制和治疗前景
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-13 DOI: 10.1186/s12933-025-03023-w
Ok-Hee Kim, Seung Wan Noh, Jun-Su Choi, YunJae Jung, Byung-Chul Oh

Intracellular calcium (Ca2+) homeostasis is a central determinant of cardiometabolic physiology, integrating excitation-contraction coupling, metabolic signaling, and stress adaptation across multiple organs. The sarco/endoplasmic reticulum Ca2+-ATPase (SERCA), regulated by the micropeptides phospholamban (PLN) and dwarf open reading frame (DWORF), governs ER/SR Ca2+ reuptake and thereby shapes Ca2+-dependent signaling dynamics. Dysregulation of the SERCA-PLN-DWORF axis is increasingly recognized as a shared pathogenic mechanism in type 2 diabetes-related complications, including diabetic cardiomyopathy and heart failure with preserved ejection fraction (HFpEF), where reduced SERCA2a activity prolongs diastolic Ca2+ clearance and promotes calcineurin-NFAT activation and mitochondrial Ca2⁺ overload. In the liver, loss of SERCA2b activity promotes chronic ER stress, Ca2+-phosphoinositide complex formation, insulin resistance, and fibrotic activation, thereby linking Ca2+ dysregulation to progressive metabolic liver injury in metabolic dysfunction-associated fatty liver disease (MAFLD) and steatohepatitis (MASH). These observations position Ca2+ dysregulation as a unifying mechanism across the cardiometabolic disease continuum, spanning myocardial dysfunction, systemic insulin resistance, and progressive fatty liver disease. Therapeutic strategies targeting the SERCA-PLN-DWORF axis, including SERCA activators, PLN-directed antisense oligonucleotides, DWORF gene therapy, and CRISPR-based modulation, have demonstrated efficacy in preclinical models by improving Ca2⁺ handling and alleviating metabolic or contractile stress. Further studies are required to determine the translational feasibility, long-term safety, and optimal patient subsets for SERCA-targeted interventions in cardiometabolic disease.

细胞内钙(Ca2+)稳态是心脏代谢生理学的中心决定因素,整合了多个器官的兴奋-收缩耦合、代谢信号和应激适应。sarco/内质网Ca2+- atp酶(SERCA),由微肽磷蛋白(PLN)和矮开放阅读框(DWORF)调节,控制ER/SR Ca2+再摄取,从而形成Ca2+依赖的信号动力学。SERCA-PLN-DWORF轴的失调越来越被认为是2型糖尿病相关并发症的共同致病机制,包括糖尿病心肌病和保留射血分数(HFpEF)的心力衰竭,其中SERCA2a活性降低延长舒张期Ca2+清除,促进钙调磷酸酶- nfat活化和线粒体Ca2+过载。在肝脏中,SERCA2b活性的丧失促进慢性内质网应激、Ca2+-磷酸肌肽复合物的形成、胰岛素抵抗和纤维化活化,从而将Ca2+失调与代谢功能障碍相关的脂肪性肝病(MAFLD)和脂肪性肝炎(MASH)中的进行性代谢性肝损伤联系起来。这些观察结果表明,Ca2+失调是贯穿心脏代谢疾病连续体的统一机制,包括心肌功能障碍、全身胰岛素抵抗和进行性脂肪肝疾病。针对SERCA- pln -DWORF轴的治疗策略,包括SERCA激活剂、pln导向的反义寡核苷酸、DWORF基因治疗和基于crispr的调节,已经通过改善Ca2 +处理和缓解代谢或收缩应激在临床前模型中证明了疗效。需要进一步的研究来确定serca靶向心脏代谢疾病干预的转化可行性、长期安全性和最佳患者亚群。
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引用次数: 0
Association between triglyceride-glucose index combined with a body shape index and atherosclerotic cardiovascular disease risk varies by glycemic status: insights from the UK Biobank. 甘油三酯-葡萄糖指数结合体型指数与动脉粥样硬化性心血管疾病风险之间的关系因血糖状态而异:来自英国生物银行的见解
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-13 DOI: 10.1186/s12933-025-03021-y
Xinyi Shao, Zhaofu Tan, Lifu Sun, Yidian Fu, Aijun Chen, Jin Chen, Genlong Bai, Jingbo Zhang

Objective: The triglyceride-glucose (TyG) index, a measure of insulin resistance, has been confirmed to be associated with adverse clinical outcomes. A new composite indicator, the TyG-A body type index (TyG-ABSI), was developed by integrating the TyG index and the A body type index. This study aimed to thoroughly investigate the association between the TyG-ABSI and the risk of atherosclerotic cardiovascular disease (ASCVD) among individuals with normoglycemia, dysglycemia, and diabetes.

Methods: Participants from the UK Biobank were included and categorized into 3 groups: normoglycemia, dysglycemia (prediabetes), and diabetes. The primary study outcome was the incidence of all-cause ASCVD. Cox regression and restricted cubic spline (RCS) analyses were performed to evaluate the linear and nonlinear associations between the TyG-ABSI and ASCVD. Furthermore, time-dependent receiver operating characteristic (ROC) curves were constructed to evaluate the discriminative performance of the TyG-ABSI and other indices. Additional analyses, including Kaplan-Meier survival curves, subgroup analyses, and sensitivity analyses, were conducted to assess robustness. A mediation analysis was performed to identify potential biomarkers.

Results: During an average follow-up of 14.8 years, a total of 29,680 ASCVD events were documented. The results indicated that elevated TyG-ABSI values were positively associated with the risk of ASCVD in the population with normoglycemia (nonlinear, P for nonlinear < 0.001) and diabetes (linear, P for nonlinear = 0.96) (HR = 1.07, 95% CI: 1.05-1.09; HR = 1.10, 95% CI: 1.06-1.14, respectively). No significant associations were detected in the dysglycemia group. Compared with the TyG index and other TyG-derived metrics, the TyG-ABSI demonstrated superior predictive performance (e.g., 10-year AUC = 0.634 in the normoglycemia group). Subgroup analyses and sensitivity analyses confirmed the robustness of our findings. Moreover, the results of the mediation analysis demonstrated that white blood cell (WBC) count (mediation proportions: 3.74-9.73%) and C-reactive protein (CRP) level (mediation proportions: 9.96-26.89%) significantly mediated the association between the TyG-ABSI and ASCVD.

Conclusions: In the normoglycemia subgroup, the association between the TyG-ABSI and ASCVD was nonlinear. Moreover, the TyG-ABSI was linearly associated with an increased risk of ASCVD in the diabetes subgroup but not in the dysglycemia subgroup. The predictive value of the TyG-ABSI across different glycemic statuses provides new evidence for medical practice. Furthermore, the TyG-ABSI may serve as a useful tool for identifying high-risk individuals within the seemingly low-risk normoglycemic population and for further risk identification among diabetic patients.

目的:甘油三酯-葡萄糖(TyG)指数是衡量胰岛素抵抗的指标,已被证实与不良临床结果相关。将TyG指数与A体型指数相结合,建立了TyG-A体型指数(TyG- absi)。本研究旨在深入研究在血糖正常、血糖异常和糖尿病患者中TyG-ABSI与动脉粥样硬化性心血管疾病(ASCVD)风险之间的关系。方法:纳入来自英国生物银行的参与者,并将其分为3组:血糖正常、血糖异常(糖尿病前期)和糖尿病。主要研究结果是全因ASCVD的发生率。采用Cox回归和限制性三次样条(RCS)分析来评估TyG-ABSI与ASCVD之间的线性和非线性关联。构建随时间变化的受试者工作特征(ROC)曲线,评价TyG-ABSI及其他指标的判别性能。其他分析包括Kaplan-Meier生存曲线、亚组分析和敏感性分析,以评估稳健性。进行中介分析以确定潜在的生物标志物。结果:在平均14.8年的随访期间,共记录了29,680例ASCVD事件。结果表明,在血糖正常人群中,TyG-ABSI值升高与ASCVD风险呈正相关(非线性,P为非线性)。结论:在血糖正常亚组中,TyG-ABSI与ASCVD之间呈非线性关系。此外,TyG-ABSI与糖尿病亚组ASCVD风险增加呈线性相关,而与血糖异常亚组无关。TyG-ABSI对不同血糖状态的预测价值为医学实践提供了新的依据。此外,TyG-ABSI可以作为一种有用的工具,在看似低风险的正常血糖人群中识别高风险个体,并进一步识别糖尿病患者的风险。
{"title":"Association between triglyceride-glucose index combined with a body shape index and atherosclerotic cardiovascular disease risk varies by glycemic status: insights from the UK Biobank.","authors":"Xinyi Shao, Zhaofu Tan, Lifu Sun, Yidian Fu, Aijun Chen, Jin Chen, Genlong Bai, Jingbo Zhang","doi":"10.1186/s12933-025-03021-y","DOIUrl":"10.1186/s12933-025-03021-y","url":null,"abstract":"<p><strong>Objective: </strong>The triglyceride-glucose (TyG) index, a measure of insulin resistance, has been confirmed to be associated with adverse clinical outcomes. A new composite indicator, the TyG-A body type index (TyG-ABSI), was developed by integrating the TyG index and the A body type index. This study aimed to thoroughly investigate the association between the TyG-ABSI and the risk of atherosclerotic cardiovascular disease (ASCVD) among individuals with normoglycemia, dysglycemia, and diabetes.</p><p><strong>Methods: </strong>Participants from the UK Biobank were included and categorized into 3 groups: normoglycemia, dysglycemia (prediabetes), and diabetes. The primary study outcome was the incidence of all-cause ASCVD. Cox regression and restricted cubic spline (RCS) analyses were performed to evaluate the linear and nonlinear associations between the TyG-ABSI and ASCVD. Furthermore, time-dependent receiver operating characteristic (ROC) curves were constructed to evaluate the discriminative performance of the TyG-ABSI and other indices. Additional analyses, including Kaplan-Meier survival curves, subgroup analyses, and sensitivity analyses, were conducted to assess robustness. A mediation analysis was performed to identify potential biomarkers.</p><p><strong>Results: </strong>During an average follow-up of 14.8 years, a total of 29,680 ASCVD events were documented. The results indicated that elevated TyG-ABSI values were positively associated with the risk of ASCVD in the population with normoglycemia (nonlinear, P for nonlinear < 0.001) and diabetes (linear, P for nonlinear = 0.96) (HR = 1.07, 95% CI: 1.05-1.09; HR = 1.10, 95% CI: 1.06-1.14, respectively). No significant associations were detected in the dysglycemia group. Compared with the TyG index and other TyG-derived metrics, the TyG-ABSI demonstrated superior predictive performance (e.g., 10-year AUC = 0.634 in the normoglycemia group). Subgroup analyses and sensitivity analyses confirmed the robustness of our findings. Moreover, the results of the mediation analysis demonstrated that white blood cell (WBC) count (mediation proportions: 3.74-9.73%) and C-reactive protein (CRP) level (mediation proportions: 9.96-26.89%) significantly mediated the association between the TyG-ABSI and ASCVD.</p><p><strong>Conclusions: </strong>In the normoglycemia subgroup, the association between the TyG-ABSI and ASCVD was nonlinear. Moreover, the TyG-ABSI was linearly associated with an increased risk of ASCVD in the diabetes subgroup but not in the dysglycemia subgroup. The predictive value of the TyG-ABSI across different glycemic statuses provides new evidence for medical practice. Furthermore, the TyG-ABSI may serve as a useful tool for identifying high-risk individuals within the seemingly low-risk normoglycemic population and for further risk identification among diabetic patients.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":"456"},"PeriodicalIF":10.6,"publicationDate":"2025-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12715960/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145751798","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}
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Cardiovascular Diabetology
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