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Ferroptosis in the pathogenesis of diabetic cardiomyopathy: mechanisms and therapeutic potential. 糖尿病性心肌病发病机制中的上睑下垂:机制和治疗潜力。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-26 DOI: 10.1186/s12933-025-03001-2
Qingqing Zhao, Ming Wang, Ning Zhou, Yan Wang

Diabetic cardiomyopathy (DCM) is a significant complication of diabetes mellitus, often leading to heart failure and increased mortality. While its pathogenesis remains incompletely understood, key contributors include chronic hyperglycemia, hyperlipidemia, insulin resistance, myocardial fibrosis, oxidative stress, mitochondrial dysfunction, and aberrant cell death pathways. Emerging evidence highlights ferroptosis, an iron-dependent form of regulated cell death, as a critical player in DCM progression. This review synthesizes current knowledge on the mechanistic links between ferroptosis and DCM, focusing on endothelial dysfunction, myocardial fibrosis, oxidative stress, and mitochondrial damage. We also discuss promising therapeutic strategies targeting ferroptosis to alleviate DCM, including pharmacological inhibitors, natural compounds, and non-coding RNAs, while identifying gaps for future research.

糖尿病性心肌病(DCM)是糖尿病的重要并发症,常导致心力衰竭和死亡率增加。虽然其发病机制尚不完全清楚,但主要因素包括慢性高血糖、高脂血症、胰岛素抵抗、心肌纤维化、氧化应激、线粒体功能障碍和异常细胞死亡途径。新出现的证据表明,铁下垂是一种依赖铁的调节细胞死亡形式,在DCM进展中起关键作用。这篇综述综合了目前关于铁下沉和DCM之间的机制联系的知识,重点是内皮功能障碍、心肌纤维化、氧化应激和线粒体损伤。我们还讨论了有希望的治疗策略,针对铁下垂缓解DCM,包括药物抑制剂,天然化合物和非编码rna,同时确定未来研究的空白。
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引用次数: 0
The mineralocorticoid receptor antagonist finerenone enhances cardiovascular recovery upon food intake normalization in obese mice. 矿化皮质激素受体拮抗剂细烯酮促进肥胖小鼠食物摄入正常化后心血管恢复。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-24 DOI: 10.1186/s12933-025-02935-x
Monmirel-Fauconnier Manon, Pieronne-Deperrois Marie, Bonnard Benjamin, Frimat Coralie, Kong Linghui, Ni Dheasmhunaigh Amhrae, Nicol Lionel, Morchid Saïda, Renet Sylvanie, Dumesnil Anaïs, Richard Vincent, Fève Bruno, Jaisser Frédéric, Boulkroun Sheerazed, Mulder Paul, Ouvrard-Pascaud Antoine

Background: Patients with obesity exhibit high prevalence of heart failure with preserved or mildly reduced ejection fraction (HFpEF or HFmrEF). Recently, the mineralocorticoid receptor antagonist finerenone demonstrated benefits in this population. Glucagon-like peptide-1 analog aided weight loss also showed benefits. We hypothesized that finerenone would improve cardiovascular parameters when combined with weight loss in previously obese mice.

Methods: Mice were fed a high-fat diet (HFD) for 24 weeks, and were compared to mice fed a HFD for 16 weeks before returning to a standard diet for a further 8 weeks (rSD), with or without finerenone treatment 1 mg.kg-1.day-1 (rSD + F). Glycaemia and insulin tolerance were assessed, cardiac left ventricle (LV) function was evaluated by ultrasound and invasive hemodynamics, myocardial perfusion reserve (MPR) was measured by MRI, and exercise capacity was evaluated on a treadmill.

Results: After 16 weeks of HFD, compared to controls, obese mice had hyperglycaemia and insulin resistance, no difference in LV fractional shortening but increased LV filling pressure, impaired LV compliance, and reduced exercise capacity. After 24 weeks, this obesity phenotype was worsened by a reduction in MPR, LV fractional shortening, and cardiac output. After returning to standard diet, compared to the HFD group, body weight decreased in both the rSD and rSD + F groups, with improvements in glycaemia, insulin resistance, LV stroke volume, and LV compliance. In the rSD + F group, compared to rSD group, finerenone further improved LV compliance (34% improvement) (LVEDPVR: Ctl 1.19 ± 0.25, HFD 4.75 ± 0.31***, rSD 3.44 ± 0.39, rSD + F 2.27 ± 0.23†††,§; ***P < 0.001 vs C, †, †††P < 0.05 and < 0.001 vs H, §P < 0.05 vs HS), as well as LV interstitial collagen fibrosis (-47%), and was necessary to improve LV fractional shortening, cardiac output, LV filling pressure (-30%) (LVEDP: Ctl 2.73 ± 0.17, HFD 4.73 ± 0.34***, rSD 4.53 ± 0.33, rSD + F 3.18 ± 0.26††,§; * vs C, vs H,§ vs rSD), MPR (+ 28%), and exercise capacity (+ 43%). Benefits of finenerone were likely due, in part, to reduced LV mRNA and protein expression (-49%) of the protein tyrosine-phosphatase PTP-1B, a downstream negative regulator of the insulin receptor, associated with increased phosphorylation level (+ 82%) of AKT kinase.

Conclusion: In the mouse model of HFD-induced obesity and heart failure, finerenone improves weight loss-induced recovery of cardiac function.

背景:肥胖患者在保持或轻度降低射血分数(HFpEF或HFmrEF)的心力衰竭发生率较高。最近,矿皮质激素受体拮抗剂细烯酮在这一人群中显示出益处。胰高血糖素样肽-1模拟物辅助减肥也显示出益处。我们假设细芬烯酮可以改善先前肥胖小鼠的心血管参数。方法:小鼠喂食高脂肪饮食(HFD) 24周,并与喂食高脂肪饮食(HFD) 16周的小鼠进行比较,然后再返回标准饮食8周(rSD),给予或不给予细烯酮1 mg.kg-1。第一天(rSD + F)。评估血糖和胰岛素耐量,超声和有创血流动力学评估左心室(LV)功能,MRI测量心肌灌注储备(MPR),在跑步机上评估运动能力。结果:16周HFD后,与对照组相比,肥胖小鼠出现高血糖和胰岛素抵抗,左室缩短分数无差异,但左室充盈压力增加,左室依从性受损,运动能力降低。24周后,这种肥胖表型因MPR、左室缩短率和心输出量的减少而恶化。恢复标准饮食后,与HFD组相比,rSD组和rSD + F组的体重都有所下降,血糖、胰岛素抵抗、左室卒中容量和左室依从性均有所改善。相对标准偏差+ F组,而rSD为集团finerenone进一步提高LV合规(提高34%)(LVEDPVR: Ctl 1.19±0.25,4.75±0.31 HFD * * *, rSD为3.44±0.39,相对标准偏差+ F 2.27±0.23 †††,§; *** P††††P§P * * *, rSD为4.53±0.33,相对标准偏差+ F 3.18±0.26组合,§;* vs C, __ vs H,§vs相对标准偏差),MPR(+ 28%)和运动能力(+ 43%)。finenerone的益处可能部分是由于酪氨酸-磷酸酶PTP-1B蛋白的LV mRNA和蛋白表达(-49%)降低,PTP-1B蛋白是胰岛素受体的下游负调节因子,与AKT激酶磷酸化水平增加(+ 82%)相关。结论:在hfd诱导的小鼠肥胖和心力衰竭模型中,细芬烯酮可改善减肥诱导的心功能恢复。
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引用次数: 0
Body mass index (BMI) associates with frequency of arterial hypertension and type 2 diabetes in obese patients candidates for bariatric surgery. 体重指数(BMI)与接受减肥手术的肥胖患者动脉高血压和2型糖尿病的发生频率有关。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-24 DOI: 10.1186/s12933-025-02989-x
Lucia La Sala, Luca Busetto, Valentina Carlini, Carmela Asteria, Andrea Peri, Alessandro Giovanelli, Silvia Magnani, Andrea Trabucchi, Michela Ravelli, Antonio E Pontiroli

Background: Arterial Hypertension (AH) and Type 2 Diabetes (T2DM) are common in obesity. However, there is no data on the influence of different degrees of obesity on the frequency of the two diseases.

Patients and methods: In this cross-sectional study 3,486 patients (867 men and 2,619 women, aged 42.6 ± 11.48 years, minimum BMI 30.0 kg/m2, mean BMI 41.9 ± 6.62 kg/m2), were evaluated at presentation for bariatric surgery (BS). BMI was expressed as a continuous variable, as BMI quartiles (BMIQ), as full obesity class (I-III), as reduced obesity class (II-III), Frequency of AH and T2DM, and of a comorbidity score (CS: AH + T2DM) was recorded, and univariable and multivariable stepwise regression analysis was employed to evaluate the association of BMI indexes with AH, T2DM, and CS.

Results: AH, T2DM and CS showed increasing frequency with increasing BMI quartiles (p < 0.001), and with age (p < 0.001). AH and T2DM were frequently associated. At multivariable analysis, age and BMIQ were associated with AH (p < 0.001), T2DM (p < 0.001), and with CS (p < 0.001), more than BMI (NS for CS) full obesity class and reduced obesity class and BMI (NS for T2DM and for CS). The same results were observed at receiver operating curves (ROC), with greater area (AUC) for BMIQ than for BMI and obesity classes.

Conclusion: The frequency of AH and T2DM increases with increasing BMI levels. BMIQ outperforms BMI and obesity classes in modelling. This finding supports the use of fine stratification of BMI in clinical risk assessment. More specific studies are required to fully understand the impact of different BMI thresholds in determining the health status of obese patients, and to reduce the risks of BS in patients with extreme obesity.

背景:动脉高血压(AH)和2型糖尿病(T2DM)在肥胖症中很常见。然而,没有数据表明不同程度的肥胖对这两种疾病发生频率的影响。患者和方法:在这项横断面研究中,3,486例患者(男性867例,女性2619例,年龄42.6±11.48岁,最低BMI 30.0 kg/m2,平均BMI 41.9±6.62 kg/m2)在接受减肥手术(BS)时进行评估。BMI以连续变量表示,记录BMI四分位数(BMIQ)、完全肥胖等级(I-III)、减轻肥胖等级(II-III)、AH和T2DM的发生频率以及合并症评分(CS: AH + T2DM),并采用单变量和多变量逐步回归分析评价BMI指数与AH、T2DM和CS的相关性。结果:AH、T2DM和CS的发病频率随BMI的增加而增加(p)。结论:AH和T2DM的发病频率随BMI水平的增加而增加。BMI在建模方面优于BMI和肥胖类。这一发现支持在临床风险评估中使用BMI精细分层。为了充分了解不同BMI阈值对判定肥胖患者健康状况的影响,降低极度肥胖患者发生BS的风险,还需要更具体的研究。
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引用次数: 0
Temporal and subgroup disparities in mediation effects on cardiovascular outcomes with liraglutide and semaglutide: a post-hoc analysis of LEADER and SUSTAIN-6 trials. 利拉鲁肽和西马鲁肽对心血管预后中介作用的时间和亚组差异:LEADER和SUSTAIN-6试验的事后分析
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-24 DOI: 10.1186/s12933-025-03007-w
Zi-Yang Peng, Yu-Hsuan Lee, Huang-Tz Ou, Shihchen Kuo

Background: It is unclear whether the time-varying mediation effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) on the three-point major adverse cardiovascular event (3P-MACE) outcomes, including nonfatal stroke, nonfatal myocardial infarction, and cardiovascular death, via HbA1c, urine albumin-to-creatinine ratio (UACR), and systolic blood pressure (SBP) vary by types of GLP-1RAs, and patient subgroups.

Methods: A causal mediation analysis was applied to assess the mediation effects of HbA1c, UACR, and SBP on the 3P-MACE with liraglutide and semaglutide over time, using the LEADER and SUSTAIN-6 trials. We further explored the heterogeneity in mediation effects in subsets of vulnerable patients, including those with an estimated glomerular filtration rate (eGFR) level of < 60 ml/min/1.73 m2 or established cardiovascular diseases (CVDs).

Results: Individual-level data consisting of 9340 (liraglutide: 4668; placebo: 4672) and 3297 (semaglutide: 1648; placebo: 1649) subjects from the LEADER and SUSTAIN-6 trials, respectively, was utilized for this study. The study population aged around 64.2-64.4/64.4-64.8 years old, with 64.0%-64.5%/58.5%-63.0% of males, and having a diabetes duration of 12.8-12.9/13.2-14.3 years in the LEADER/SUSTAIN-6 trials, respectively. Among study populations, those established CVDs (e.g., heart failure, stroke, myocardial infarction) accounted for 14.0%-35.4% in the LEADER trial, whereas 13.7%-61.9% in the SUSTAIN-6 trial. At the end of each trial, HbA1c contributed the most to liraglutide's/semaglutide's effect on 3P-MACE (38.2%, 95% confidence interval: 13.8%-194.5%/51.8%, 29.6%-86.7%), followed by UACR (17.9%, 8.5%-61.9%/12.4%, 6.1%-32.4%) and SBP (6.8%, 2.2%-31.0%/6.7%, 2.9%-11.7%), respectively. Over the trial period, the effect of liraglutide mediated by HbA1c increased from 31.3% to 38.2%, whereas the effects of semaglutide mediated by HbA1c remained stable from 52.5% to 51.8%. For patients with eGFR < 60 ml/min/1.73 m2, HbA1c was the leading mediator (35.2%) of semaglutide-associated 3P-MACE, while the mediation effects via HbA1c (7.2%), UACR (11.8%), and SBP (5.1%) on liraglutide-associated 3P-MACE seemed similar and smaller. For patients with established CVDs, HbA1c was the leading mediator of liraglutide- (25.3%) and semaglutide-associated 3P-MACE (51.2%).

Conclusions: The HbA1c-mediated effects of liraglutide and semaglutide varied over time and across patient subgroups. HbA1c consistently explained a larger proportion of mediation compared to UACR and SBP, with patterns suggesting that mediation through HbA1c may differ by underlying risk factors.

背景:目前尚不清楚胰高血糖素样肽-1受体激动剂(GLP-1RAs)对三点主要不良心血管事件(3P-MACE)结局(包括非致死性卒中、非致死性心肌梗死和心血管性死亡)的时变介导作用是否因GLP-1RAs类型和患者亚组而异,包括HbA1c、尿白蛋白与肌酐比(UACR)和收缩压(SBP)。方法:采用LEADER和SUSTAIN-6试验,通过因果中介分析,评估HbA1c、UACR和收缩压对利拉鲁肽和semaglutide治疗后3d - mace随时间变化的中介作用。我们进一步探讨了易感患者亚群中中介效应的异质性,包括那些估计肾小球滤过率(eGFR)水平为2或已确诊心血管疾病(cvd)的患者。结果:本研究分别使用了来自LEADER和SUSTAIN-6试验的9340名(利拉鲁肽:4668名;安慰剂:4672名)和3297名(西马鲁肽:1648名;安慰剂:1649名)受试者的个人水平数据。在LEADER/SUSTAIN-6试验中,研究人群年龄在64.2-64.4/64.4-64.8岁之间,男性占64.0%-64.5%/58.5%-63.0%,糖尿病病程分别为12.8-12.9/13.2-14.3年。在研究人群中,已确诊的心血管疾病(如心力衰竭、中风、心肌梗死)在LEADER试验中占14.0%-35.4%,而在SUSTAIN-6试验中占13.7%-61.9%。在每项试验结束时,HbA1c对利拉鲁肽/西马鲁肽对p - mace的影响贡献最大(38.2%,95%可信区间:13.8%-194.5%/51.8%,29.6%-86.7%),其次是UACR(17.9%, 8.5%-61.9%/12.4%, 6.1%-32.4%)和SBP(6.8%, 2.2%-31.0%/6.7%, 2.9%-11.7%)。在试验期间,利拉鲁肽由HbA1c介导的作用从31.3%增加到38.2%,而西马鲁肽由HbA1c介导的作用保持稳定,从52.5%增加到51.8%。对于eGFR 2患者,HbA1c是semaglutide相关的3d - mace的主要中介(35.2%),而HbA1c(7.2%)、UACR(11.8%)和SBP(5.1%)对利拉鲁肽相关的3d - mace的中介作用似乎相似且较小。对于已确诊的cvd患者,HbA1c是利拉鲁肽(25.3%)和semaglutide相关的3P-MACE(51.2%)的主要介质。结论:利拉鲁肽和西马鲁肽的hba1c介导作用随时间和患者亚组的变化而变化。与UACR和收缩压相比,HbA1c一直解释了更大比例的中介作用,模式表明通过HbA1c介导的中介作用可能因潜在危险因素而异。
{"title":"Temporal and subgroup disparities in mediation effects on cardiovascular outcomes with liraglutide and semaglutide: a post-hoc analysis of LEADER and SUSTAIN-6 trials.","authors":"Zi-Yang Peng, Yu-Hsuan Lee, Huang-Tz Ou, Shihchen Kuo","doi":"10.1186/s12933-025-03007-w","DOIUrl":"10.1186/s12933-025-03007-w","url":null,"abstract":"<p><strong>Background: </strong>It is unclear whether the time-varying mediation effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) on the three-point major adverse cardiovascular event (3P-MACE) outcomes, including nonfatal stroke, nonfatal myocardial infarction, and cardiovascular death, via HbA<sub>1c</sub>, urine albumin-to-creatinine ratio (UACR), and systolic blood pressure (SBP) vary by types of GLP-1RAs, and patient subgroups.</p><p><strong>Methods: </strong>A causal mediation analysis was applied to assess the mediation effects of HbA<sub>1c</sub>, UACR, and SBP on the 3P-MACE with liraglutide and semaglutide over time, using the LEADER and SUSTAIN-6 trials. We further explored the heterogeneity in mediation effects in subsets of vulnerable patients, including those with an estimated glomerular filtration rate (eGFR) level of < 60 ml/min/1.73 m<sup>2</sup> or established cardiovascular diseases (CVDs).</p><p><strong>Results: </strong>Individual-level data consisting of 9340 (liraglutide: 4668; placebo: 4672) and 3297 (semaglutide: 1648; placebo: 1649) subjects from the LEADER and SUSTAIN-6 trials, respectively, was utilized for this study. The study population aged around 64.2-64.4/64.4-64.8 years old, with 64.0%-64.5%/58.5%-63.0% of males, and having a diabetes duration of 12.8-12.9/13.2-14.3 years in the LEADER/SUSTAIN-6 trials, respectively. Among study populations, those established CVDs (e.g., heart failure, stroke, myocardial infarction) accounted for 14.0%-35.4% in the LEADER trial, whereas 13.7%-61.9% in the SUSTAIN-6 trial. At the end of each trial, HbA<sub>1c</sub> contributed the most to liraglutide's/semaglutide's effect on 3P-MACE (38.2%, 95% confidence interval: 13.8%-194.5%/51.8%, 29.6%-86.7%), followed by UACR (17.9%, 8.5%-61.9%/12.4%, 6.1%-32.4%) and SBP (6.8%, 2.2%-31.0%/6.7%, 2.9%-11.7%), respectively. Over the trial period, the effect of liraglutide mediated by HbA<sub>1c</sub> increased from 31.3% to 38.2%, whereas the effects of semaglutide mediated by HbA<sub>1c</sub> remained stable from 52.5% to 51.8%. For patients with eGFR < 60 ml/min/1.73 m<sup>2</sup>, HbA<sub>1c</sub> was the leading mediator (35.2%) of semaglutide-associated 3P-MACE, while the mediation effects via HbA<sub>1c</sub> (7.2%), UACR (11.8%), and SBP (5.1%) on liraglutide-associated 3P-MACE seemed similar and smaller. For patients with established CVDs, HbA<sub>1c</sub> was the leading mediator of liraglutide- (25.3%) and semaglutide-associated 3P-MACE (51.2%).</p><p><strong>Conclusions: </strong>The HbA<sub>1c</sub>-mediated effects of liraglutide and semaglutide varied over time and across patient subgroups. HbA<sub>1c</sub> consistently explained a larger proportion of mediation compared to UACR and SBP, with patterns suggesting that mediation through HbA<sub>1c</sub> may differ by underlying risk factors.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":"465"},"PeriodicalIF":10.6,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12751512/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145595496","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
Diabetes modifies the association between the triglyceride-glucose index and subclinical myocardial injury: A prospective cohort study. 糖尿病改变甘油三酯-葡萄糖指数与亚临床心肌损伤之间的关系:一项前瞻性队列研究。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-21 DOI: 10.1186/s12933-025-02979-z
Ayiguli Abudukeremu, Jing Lv, Wei Liu, Fan Lu, Tongsheng Huang, Jing Zhang, Yunkun Liu, Yuling Zhang, Xiao Liu, Peng Yu

Background: Triglyceride-glucose (TyG) index is considered an alternative indicator of insulin resistance and is associated with cardiovascular diseases. However, its association with subclinical myocardial injury in a general population without known cardiovascular disease has not been investigated, nor has the effect of diabetes.

Methods: Individuals without known cardiovascular disease were included from the Atherosclerosis Risk in Communities (ARIC) cohort. The baseline TyG index was calculated as ln [fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. The association between the baseline TyG index and subclinical myocardial injury [high-sensitivity cardiac troponin T (hs-cTnT≥ 14 ng/L)] was assessed using both cross-sectional and prospective cohort designs.

Results: A total of 11,478 participants were involved in the cross-sectional study (mean age, 56.78 years; 42.44% male) and 8801 participants were involved in the prospective cohort study (mean age, 56.57 years; 41.36% male). Both linear (r = 0.13, p < 0.001) and logistic regression analyses (adjusted odds ratio [aOR] = 1.33, p < 0.001) showed a positive association between the TyG index and baseline hs-cTnT level, which was consistent in diabetic participants (aOR = 1.64, p = 0.020) but not significant in non-diabetic participants (aOR = 0.89, p = 0.374). After a six-year follow-up, a U-shaped association between the TyG index and incidence of hs-cTnT elevation was observed among the overall participants. Further subgroup analyses showed an L-shaped (aOR = 0.72, p = 0.006) and a J-shaped (aOR = 2.09, p < 0.001) association between the TyG index and incidence of hs-cTnT elevation in participants without and with diabetes, respectively.

Conclusion: A U-shaped association between the TyG index and the incidence of subclinical myocardial injury was observed for the first time. Diabetes may be a critical modifier of the association between the TyG index and subclinical myocardial injury. Considering the risk stratification value of the TyG index based on diabetes status may hold significant clinical value.

背景:甘油三酯-葡萄糖(TyG)指数被认为是胰岛素抵抗的替代指标,与心血管疾病有关。然而,在没有已知心血管疾病的普通人群中,其与亚临床心肌损伤的关系尚未被调查,糖尿病的影响也未被调查。方法:没有已知心血管疾病的个体被纳入社区动脉粥样硬化风险(ARIC)队列。基线TyG指数计算为ln[空腹甘油三酯(mg/dL) ×空腹血糖(mg/dL)/2]。采用横断面和前瞻性队列设计评估基线TyG指数与亚临床心肌损伤[高敏感性心肌肌钙蛋白T (hs-cTnT≥14 ng/L)]之间的关系。结果:横断面研究共纳入11478名参与者(平均年龄56.78岁,男性42.44%),前瞻性队列研究共纳入8801名参与者(平均年龄56.57岁,男性41.36%)。结论:首次观察到TyG指数与亚临床心肌损伤发生率呈u型相关。糖尿病可能是TyG指数与亚临床心肌损伤之间关系的关键调节因子。考虑基于糖尿病状态的TyG指数的危险分层值可能具有重要的临床价值。
{"title":"Diabetes modifies the association between the triglyceride-glucose index and subclinical myocardial injury: A prospective cohort study.","authors":"Ayiguli Abudukeremu, Jing Lv, Wei Liu, Fan Lu, Tongsheng Huang, Jing Zhang, Yunkun Liu, Yuling Zhang, Xiao Liu, Peng Yu","doi":"10.1186/s12933-025-02979-z","DOIUrl":"10.1186/s12933-025-02979-z","url":null,"abstract":"<p><strong>Background: </strong>Triglyceride-glucose (TyG) index is considered an alternative indicator of insulin resistance and is associated with cardiovascular diseases. However, its association with subclinical myocardial injury in a general population without known cardiovascular disease has not been investigated, nor has the effect of diabetes.</p><p><strong>Methods: </strong>Individuals without known cardiovascular disease were included from the Atherosclerosis Risk in Communities (ARIC) cohort. The baseline TyG index was calculated as ln [fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. The association between the baseline TyG index and subclinical myocardial injury [high-sensitivity cardiac troponin T (hs-cTnT≥ 14 ng/L)] was assessed using both cross-sectional and prospective cohort designs.</p><p><strong>Results: </strong>A total of 11,478 participants were involved in the cross-sectional study (mean age, 56.78 years; 42.44% male) and 8801 participants were involved in the prospective cohort study (mean age, 56.57 years; 41.36% male). Both linear (r = 0.13, p < 0.001) and logistic regression analyses (adjusted odds ratio [aOR] = 1.33, p < 0.001) showed a positive association between the TyG index and baseline hs-cTnT level, which was consistent in diabetic participants (aOR = 1.64, p = 0.020) but not significant in non-diabetic participants (aOR = 0.89, p = 0.374). After a six-year follow-up, a U-shaped association between the TyG index and incidence of hs-cTnT elevation was observed among the overall participants. Further subgroup analyses showed an L-shaped (aOR = 0.72, p = 0.006) and a J-shaped (aOR = 2.09, p < 0.001) association between the TyG index and incidence of hs-cTnT elevation in participants without and with diabetes, respectively.</p><p><strong>Conclusion: </strong>A U-shaped association between the TyG index and the incidence of subclinical myocardial injury was observed for the first time. Diabetes may be a critical modifier of the association between the TyG index and subclinical myocardial injury. Considering the risk stratification value of the TyG index based on diabetes status may hold significant clinical value.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":"24 1","pages":"443"},"PeriodicalIF":10.6,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12639786/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145573099","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
Comparable performance of 1,5-anhydroglucitol and continuous glucose monitoring in detecting subclinical atherosclerosis in elderly patients with type 2 diabetes. 1,5-无水葡萄糖醇与连续血糖监测检测老年2型糖尿病患者亚临床动脉粥样硬化的比较
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-21 DOI: 10.1186/s12933-025-02993-1
Hang Su, Jiaying Ni, Jingyi Lu, Wei Lu, Wei Zhu, Yufei Wang, Xiaojing Ma, Danfeng Peng, Jian Zhou

Background: The comparison between conventional glycemic markers and continuous glucose monitoring (CGM) in relation to adverse outcomes in the elderly with type 2 diabetes remains unclear. We aimed to assess associations of 1,5-anhydroglucitol (1,5-AG) and CGM metrics with carotid intima-media thickness (CIMT) as a surrogate of cardiovascular disease.

Methods: The study included 2509 adults aged ≥ 60 years with type 2 diabetes. CIMT was measured by high-resolution ultrasonography, with abnormal CIMT defined as a mean thickness of ≥ 1.0 mm. Time in range (TIR), mean sensor glucose (MSG), time above range (TAR, > 10.0 mmol/L), standard deviation (SD), and coefficient of variation (CV) were calculated from CGM data.

Results: The median serum 1,5-AG was 3.9 (2.0, 8.0) μg/mL, and the prevalence of abnormal CIMT was 44.2% (n = 1,109). The prevalence of abnormal CIMT decreased across ascending 1,5-AG categories (P for trend < 0.01). In the fully adjusted model, each 1-standard deviation decrease in 1,5-AG conferred 10% higher odds of abnormal CIMT. Compared with 1,5-AG ≥ 10.0 μg/mL, 1,5-AG < 6.0 μg/mL was associated with an odds ratio of 1.25 (95% CI 1.00-1.55) for abnormal CIMT. Among CGM metrics, TIR, MSG, and TAR >10.0, but not CV or SD, were significantly associated with abnormal CIMT. The C-statistics for 1,5-AG in predicting abnormal CIMT were comparable to those for TIR, MSG, and TAR >10.0 (all P > 0.05).

Conclusions: In older adults with type 2 diabetes, 1,5-AG demonstrated a performance comparable to CGM for detecting abnormal CIMT, supporting its potential as a clinical biomarker for identifying subclinical atherosclerosis.

背景:传统血糖指标和连续血糖监测(CGM)与老年2型糖尿病不良结局的比较尚不清楚。我们的目的是评估1,5-无氢葡萄糖醇(1,5- ag)和CGM指标与颈动脉内膜-中膜厚度(CIMT)作为心血管疾病的替代指标的相关性。方法:研究对象为2509名年龄≥60岁的2型糖尿病患者。采用高分辨率超声检测CIMT,异常CIMT定义为平均厚度≥1.0 mm。根据CGM数据计算范围内时间(TIR)、平均传感器葡萄糖(MSG)、超出范围时间(TAR, > 10.0 mmol/L)、标准差(SD)和变异系数(CV)。结果:血清1,5- ag中位数为3.9 (2.0,8.0)μg/mL, CIMT异常发生率为44.2% (n = 1109)。异常CIMT的患病率在升高的1,5- ag类别中呈下降趋势(P为趋势> 10.0,但CV或SD与异常CIMT无显著相关)。1,5- ag预测异常CIMT的c -统计量与TIR、MSG和TAR的c -统计量相当(P < 0.05)。结论:在老年2型糖尿病患者中,1,5- ag在检测异常CIMT方面表现出与CGM相当的性能,支持其作为识别亚临床动脉粥样硬化的临床生物标志物的潜力。
{"title":"Comparable performance of 1,5-anhydroglucitol and continuous glucose monitoring in detecting subclinical atherosclerosis in elderly patients with type 2 diabetes.","authors":"Hang Su, Jiaying Ni, Jingyi Lu, Wei Lu, Wei Zhu, Yufei Wang, Xiaojing Ma, Danfeng Peng, Jian Zhou","doi":"10.1186/s12933-025-02993-1","DOIUrl":"10.1186/s12933-025-02993-1","url":null,"abstract":"<p><strong>Background: </strong>The comparison between conventional glycemic markers and continuous glucose monitoring (CGM) in relation to adverse outcomes in the elderly with type 2 diabetes remains unclear. We aimed to assess associations of 1,5-anhydroglucitol (1,5-AG) and CGM metrics with carotid intima-media thickness (CIMT) as a surrogate of cardiovascular disease.</p><p><strong>Methods: </strong>The study included 2509 adults aged ≥ 60 years with type 2 diabetes. CIMT was measured by high-resolution ultrasonography, with abnormal CIMT defined as a mean thickness of ≥ 1.0 mm. Time in range (TIR), mean sensor glucose (MSG), time above range (TAR, > 10.0 mmol/L), standard deviation (SD), and coefficient of variation (CV) were calculated from CGM data.</p><p><strong>Results: </strong>The median serum 1,5-AG was 3.9 (2.0, 8.0) μg/mL, and the prevalence of abnormal CIMT was 44.2% (n = 1,109). The prevalence of abnormal CIMT decreased across ascending 1,5-AG categories (P for trend < 0.01). In the fully adjusted model, each 1-standard deviation decrease in 1,5-AG conferred 10% higher odds of abnormal CIMT. Compared with 1,5-AG ≥ 10.0 μg/mL, 1,5-AG < 6.0 μg/mL was associated with an odds ratio of 1.25 (95% CI 1.00-1.55) for abnormal CIMT. Among CGM metrics, TIR, MSG, and TAR <sub>></sub> <sub>10.0</sub>, but not CV or SD, were significantly associated with abnormal CIMT. The C-statistics for 1,5-AG in predicting abnormal CIMT were comparable to those for TIR, MSG, and TAR <sub>>10.0</sub> (all P > 0.05).</p><p><strong>Conclusions: </strong>In older adults with type 2 diabetes, 1,5-AG demonstrated a performance comparable to CGM for detecting abnormal CIMT, supporting its potential as a clinical biomarker for identifying subclinical atherosclerosis.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":"24 1","pages":"442"},"PeriodicalIF":10.6,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12639912/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145573107","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 the atherogenic index of plasma and major adverse cardiovascular events in individuals with metabolic syndrome: findings from the UK biobank. 血浆动脉粥样硬化指数与代谢综合征患者主要不良心血管事件之间的关系:来自英国生物银行的研究结果
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-21 DOI: 10.1186/s12933-025-03010-1
Yuanjia Hu, Wenlong Li, Jingyuan Nie, Changhong Zhang, Jing Zhou, Zuhai Hu, Hanwen Zhou, Xun Lei

Background: The atherogenic index of plasma (AIP) has been widely investigated in relation to cardiovascular disease (CVD). However, its association with major adverse cardiovascular events (MACE) among individuals with metabolic syndrome (MetS) remains unclear. We aimed to evaluate the association of AIP with incident MACE and its component endpoints among individuals with MetS.

Methods: We analyzed data from 131,736 UK Biobank participants with MetS who were free of MACE at baseline. The primary outcome was MACE, defined as the first occurrence of acute myocardial infarction (AMI), cardiovascular death (CV death), unstable angina (UA), stroke, or heart failure (HF). Cumulative incidence was estimated using Kaplan-Meier methods, and the association between baseline AIP and MACE was explored with multivariable Cox proportional hazards models. Additionally, nonlinearity in this association was examined with restricted cubic splines (RCS). The incremental predictive value of AIP for MACE was evaluated using the change in C-index ([Formula: see text]C-index), the net reclassification index (NRI), and the integrated discrimination improvement (IDI). Robustness of the findings was evaluated in prespecified subgroup and sensitivity analyses.

Results: During a median of 13.4 years of follow-up, 19,140 of the 131,736 participants with MetS experienced MACE (14.5%). Each standard deviation (SD) increase in AIP was associated with higher risks across multiple cardiovascular endpoints in this population. In fully adjusted models, AIP was associated with MACE (hazard ratio (HR), 1.07; 95% confidence interval (CI), 1.05,1.08), AMI (1.16; 1.12,1.19), and UA (1.16; 1.13,1.19), with no clear evidence of association for stroke (1.03; 1.00,1.06), CV death (1.01; 0.97,1.05), or HF (1.01; 0.98,1.03). Kaplan-Meier curve analysis demonstrated significant differences in the incidences of MACE, AMI, UA, CV death, and HF across AIP groups in the entire cohort (all log-rank P < 0.05), whereas stroke showed no significant difference (log-rank P > 0.05). RCS analyses indicated U-shaped associations for MACE, AMI, HF, and CV death and a J-shaped association for UA (all P for nonlinearity < 0.05), whereas the association with stroke was linear (P for nonlinearity > 0.05). Moreover, AIP improved reclassification metrics (NRI/IDI) and discriminative ability (C-index). Sensitivity analyses corroborated these primary findings.

Conclusions: This observational study showed that higher AIP was associated with increased risks of MACE and its component endpoints, highlighting its potential as a biomarker for risk stratification among individuals with MetS.

背景:血浆动脉粥样硬化指数(AIP)与心血管疾病(CVD)的关系已被广泛研究。然而,其与代谢综合征(MetS)患者的主要不良心血管事件(MACE)的关系尚不清楚。我们的目的是评估AIP与MetS患者发生MACE及其组成终点的关系。方法:我们分析了来自131,736名英国生物银行参与者的数据,这些参与者在基线时没有MACE。主要终点为MACE,定义为首次发生急性心肌梗死(AMI)、心血管死亡(CV death)、不稳定型心绞痛(UA)、中风或心力衰竭(HF)。使用Kaplan-Meier方法估计累积发病率,并使用多变量Cox比例风险模型探讨基线AIP与MACE之间的关系。此外,这种关联的非线性用受限三次样条(RCS)进行了检验。采用C-index([公式:见文]C-index)、净重分类指数(NRI)和综合判别改善(IDI)的变化来评价AIP对MACE的增量预测值。在预先指定的亚组和敏感性分析中评估研究结果的稳健性。结果:在中位13.4年的随访期间,131,736名met患者中有19,140人经历了MACE(14.5%)。在该人群中,AIP的每个标准差(SD)增加都与多个心血管终点的高风险相关。在完全调整的模型中,AIP与MACE相关(风险比(HR), 1.07;95%可信区间(CI), 1.05,1.08), AMI(1.16, 1.12,1.19)和UA(1.16, 1.13,1.19),与卒中(1.03,1.00,1.06),CV死亡(1.01,0.97,1.05)或HF(1.01, 0.98,1.03)没有明确的关联证据。Kaplan-Meier曲线分析显示,在整个队列中,AIP组间MACE、AMI、UA、CV死亡和HF的发生率存在显著差异(均为log-rank P 0.05)。RCS分析显示MACE、AMI、HF和CV死亡呈u型相关,UA呈j型相关(非线性0.05均为P)。AIP提高了重分类指标(NRI/IDI)和判别能力(C-index)。敏感性分析证实了这些初步发现。结论:这项观察性研究表明,较高的AIP与MACE及其组成终点的风险增加相关,突出了其作为MetS患者风险分层的生物标志物的潜力。
{"title":"Association between the atherogenic index of plasma and major adverse cardiovascular events in individuals with metabolic syndrome: findings from the UK biobank.","authors":"Yuanjia Hu, Wenlong Li, Jingyuan Nie, Changhong Zhang, Jing Zhou, Zuhai Hu, Hanwen Zhou, Xun Lei","doi":"10.1186/s12933-025-03010-1","DOIUrl":"10.1186/s12933-025-03010-1","url":null,"abstract":"<p><strong>Background: </strong>The atherogenic index of plasma (AIP) has been widely investigated in relation to cardiovascular disease (CVD). However, its association with major adverse cardiovascular events (MACE) among individuals with metabolic syndrome (MetS) remains unclear. We aimed to evaluate the association of AIP with incident MACE and its component endpoints among individuals with MetS.</p><p><strong>Methods: </strong>We analyzed data from 131,736 UK Biobank participants with MetS who were free of MACE at baseline. The primary outcome was MACE, defined as the first occurrence of acute myocardial infarction (AMI), cardiovascular death (CV death), unstable angina (UA), stroke, or heart failure (HF). Cumulative incidence was estimated using Kaplan-Meier methods, and the association between baseline AIP and MACE was explored with multivariable Cox proportional hazards models. Additionally, nonlinearity in this association was examined with restricted cubic splines (RCS). The incremental predictive value of AIP for MACE was evaluated using the change in C-index ([Formula: see text]C-index), the net reclassification index (NRI), and the integrated discrimination improvement (IDI). Robustness of the findings was evaluated in prespecified subgroup and sensitivity analyses.</p><p><strong>Results: </strong>During a median of 13.4 years of follow-up, 19,140 of the 131,736 participants with MetS experienced MACE (14.5%). Each standard deviation (SD) increase in AIP was associated with higher risks across multiple cardiovascular endpoints in this population. In fully adjusted models, AIP was associated with MACE (hazard ratio (HR), 1.07; 95% confidence interval (CI), 1.05,1.08), AMI (1.16; 1.12,1.19), and UA (1.16; 1.13,1.19), with no clear evidence of association for stroke (1.03; 1.00,1.06), CV death (1.01; 0.97,1.05), or HF (1.01; 0.98,1.03). Kaplan-Meier curve analysis demonstrated significant differences in the incidences of MACE, AMI, UA, CV death, and HF across AIP groups in the entire cohort (all log-rank P < 0.05), whereas stroke showed no significant difference (log-rank P > 0.05). RCS analyses indicated U-shaped associations for MACE, AMI, HF, and CV death and a J-shaped association for UA (all P for nonlinearity < 0.05), whereas the association with stroke was linear (P for nonlinearity > 0.05). Moreover, AIP improved reclassification metrics (NRI/IDI) and discriminative ability (C-index). Sensitivity analyses corroborated these primary findings.</p><p><strong>Conclusions: </strong>This observational study showed that higher AIP was associated with increased risks of MACE and its component endpoints, highlighting its potential as a biomarker for risk stratification among individuals with MetS.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":"24 1","pages":"444"},"PeriodicalIF":10.6,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12639847/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145572976","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
Clinical perspectives of new insights and tools to minimize the hypoglycaemia burden connected with type 2 diabetes pharmacotherapy. 减少与2型糖尿病药物治疗相关的低血糖负担的新见解和新工具的临床观点。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-21 DOI: 10.1186/s12933-025-02959-3
Eberhard Standl, Antonio Ceriello, Darren K McGuire, Oliver Schnell, Rury R Holman
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引用次数: 0
Elevated triglyceride-glucose index and risk of thymoma-associated myasthenia gravis: a prospective analysis from the UK Biobank. 甘油三酯-葡萄糖指数升高与胸腺瘤相关重症肌无力的风险:来自英国生物银行的前瞻性分析
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-19 DOI: 10.1186/s12933-025-02984-2
Kangle Zhu, Jingwei Shi, Jingwei Zhao, Yi Zhao, Yao Zhang, Wuji Zhang, Mingjun Wei, Chu Zhou, Rusong Yang, Zhengcheng Liu, Zhuo Liu, Zhixiang Shen

Background: Thymoma-associated myasthenia gravis (MG) is a clinically significant but uncommon condition, affecting up to half of thymoma patients and associated with worse outcomes than either disease alone. Reliable biomarkers for early risk stratification remain scarce. The triglyceride-glucose (TyG) index and triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-C) ratio are established biomarkers reflecting insulin resistance and dyslipidemia. However, their clinical associations with thymoma-associated MG remain incompletely characterized.

Methods: A total of 501,954 UK Biobank participants were included. After exclusions, 422,397 (313 cases) were analyzed for TyG index and 422,691 (314 cases) for TG/HDL-C ratio. Exposures were stratified into quartiles, and assessed continuously per unit increase. Cox proportional hazards models estimated hazard ratios (HRs), restricted cubic splines (RCS) assessed non-linear associations, and subgroup analyses were stratified by body mass index (BMI). Sensitivity analyses examined TyG index and MG alone.

Results: An elevated TyG index was associated with increased risk of thymoma-associated MG. Compared to Q1, Q4 had higher risk (HR = 1.66, 95% CI: 1.20-2.31, P = 0.003); the overall HR per unit increase was 1.42 (95% CI: 1.17-1.73, P = 0.0005). TG/HDL-C ratio showed similar patterns: Q4 vs Q1 HR = 1.54 (95% CI: 1.11-2.15, P = 0.01); overall HR per unit increase was 1.06 (95% CI: 1.02-1.10, P = 0.002). Non-linear relationships were observed, with suggested inflection points at TyG index 8.7 and TG/HDL-C ratio 2.8, rather than strict thresholds. Subgroup analyses revealed stronger associations in normal-weight and obese participants, although tests for interaction were not statistically significant. Sensitivity analyses confirmed consistent associations between TyG index and MG risk, including for isolated MG.

Conclusion: Elevated TyG index and TG/HDL-C ratio were independently associated with higher thymoma-associated MG risk in this large prospective cohort, with evidence of non-linear relationships and BMI-related heterogeneity. These findings provide novel epidemiologic evidence linking metabolic markers of insulin resistance with thymoma-associated MG, but clinical translation requires further validation.

背景:胸腺瘤相关性重症肌无力(MG)是一种临床意义重大但不常见的疾病,影响多达一半的胸腺瘤患者,其预后比单独的任何一种疾病都差。早期风险分层的可靠生物标志物仍然很少。甘油三酯-葡萄糖(TyG)指数和甘油三酯-高密度脂蛋白胆固醇(TG/HDL-C)比值是反映胰岛素抵抗和血脂异常的生物标志物。然而,它们与胸腺瘤相关MG的临床关系仍不完全明确。方法:共纳入501954名英国生物银行参与者。排除后,分析了422,397例(313例)的TyG指数和422,691例(314例)的TG/HDL-C比值。暴露程度按四分位数分层,并按单位增加连续评估。Cox比例风险模型估计风险比(hr),限制三次样条(RCS)评估非线性关联,亚组分析按体重指数(BMI)分层。敏感性分析仅检测TyG指数和MG。结果:TyG指数升高与胸腺瘤相关MG的风险增加相关。与Q1相比,Q4的风险更高(HR = 1.66, 95% CI: 1.20-2.31, P = 0.003);每单位增加的总HR为1.42 (95% CI: 1.17-1.73, P = 0.0005)。TG/HDL-C比值表现出相似的模式:Q4 vs Q1 HR = 1.54 (95% CI: 1.11 ~ 2.15, P = 0.01);每单位增加的总HR为1.06 (95% CI: 1.02-1.10, P = 0.002)。观察到非线性关系,建议的拐点为TyG指数8.7和TG/HDL-C比值2.8,而不是严格的阈值。亚组分析显示,正常体重和肥胖参与者之间的相关性更强,尽管相互作用的测试没有统计学意义。敏感性分析证实了TyG指数与MG风险之间的一致关联,包括孤立MG。结论:在这个大型前瞻性队列中,TyG指数和TG/HDL-C比值升高与胸腺瘤相关MG风险升高独立相关,存在非线性关系和bmi相关异质性。这些发现提供了新的流行病学证据,将胰岛素抵抗的代谢标志物与胸腺瘤相关的MG联系起来,但临床转化需要进一步验证。
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引用次数: 0
Plasma metabolomics disentangles T2DM- and CAD-specific dysmetabolism and identifies potential biomarkers for CAD risk escalation in diabetic patients. 血浆代谢组学解开了T2DM和CAD特异性代谢障碍的谜团,并确定了糖尿病患者CAD风险升级的潜在生物标志物。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-19 DOI: 10.1186/s12933-025-02981-5
Ting Hu, Wen Zhang, Xian Ding, Feifei Han, Zhuoling An

Background: Type 2 diabetes mellitus (T2DM) is a major driver of coronary artery disease (CAD). Prior studies often conflate T2DM- and CAD-specific metabolic alterations, limiting insights into CAD pathogenesis in T2DM. This study aimed to distinguish CAD-unique signatures from T2DM-specific dysmetabolism, and to identify potential metabolic biomarkers for CAD risk escalation in T2DM patients.

Methods: We performed an untargeted plasma metabolomic study with 123 healthy controls (HCs), 50 T2DM patients without CAD, and 155 T2DM patients with CAD. T2DM_CAD was defined as T2DM diagnosed at least 5 years prior to CAD, with coronary angiography-confirmed stenosis (> 30%) in major coronary arteries. Differential metabolites were identified via intergroup comparisons, with T2DM-specific and CAD-specific signatures distinguished based on unique expression patterns. Machine learning models were developed to evaluate the discriminatory performance of these metabolites for CAD.

Results: Plasma metabolomic profiling identified distinct metabolic patterns across the three cohorts. Metabolites specific to T2DM were enriched in carbohydrates and certain lipid species, reflecting disturbances in glucose and lipid metabolism. CAD-specific metabolites were predominantly lipids and organic acids, with notable involvement in amino acid and fatty acid metabolic pathways. Several metabolites changed progressively from HCs through T2DM to T2DM_CAD, reflecting advancing metabolic dysregulation, whereas others showed opposing trends, suggesting compensatory or protective adaptations. Integration of key metabolites with clinical parameters in machine learning models effectively distinguished between study groups, demonstrating promising performance for CAD risk assessment in T2DM patients.

Conclusions: These findings disentangle T2DM- and CAD-specific metabolic disturbances and identify escalation/de-escalation features of CAD risk in diabetic patients, which are potential candidates for future risk stratification pending validation.

背景:2型糖尿病(T2DM)是冠状动脉疾病(CAD)的主要驱动因素。先前的研究经常将T2DM和CAD特异性代谢改变混为一谈,限制了对T2DM中CAD发病机制的了解。本研究旨在区分CAD独特的特征与T2DM特异性代谢障碍,并确定T2DM患者CAD风险升级的潜在代谢生物标志物。方法:我们对123名健康对照(hc)、50名无CAD的T2DM患者和155名合并CAD的T2DM患者进行了一项非靶向血浆代谢组学研究。T2DM_CAD定义为在CAD前至少5年诊断为T2DM,冠状动脉造影证实主要冠状动脉狭窄(> 30%)。通过组间比较确定了差异代谢物,根据独特的表达模式区分了t2dm特异性和cad特异性特征。开发了机器学习模型来评估这些代谢物对CAD的区分性能。结果:血浆代谢组学分析确定了三个队列中不同的代谢模式。T2DM特有的代谢物富含碳水化合物和某些脂质,反映了糖脂代谢的紊乱。cad特异性代谢物主要是脂质和有机酸,并显著参与氨基酸和脂肪酸代谢途径。一些代谢物从HCs到T2DM到T2DM_CAD逐渐改变,反映了代谢失调的加剧,而其他代谢物则表现出相反的趋势,表明代偿性或保护性适应。机器学习模型中关键代谢物与临床参数的整合有效地区分了研究组,在T2DM患者的CAD风险评估中显示出有希望的性能。结论:这些发现解开了T2DM和CAD特异性代谢紊乱的谜团,并确定了糖尿病患者CAD风险的升高/降低特征,这些特征是未来有待验证的风险分层的潜在候选者。
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引用次数: 0
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Cardiovascular Diabetology
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