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SCORE2-diabetes for predicting coronary artery disease: a cardiac CT study in a diabetic moderate-risk region population. score2 -糖尿病预测冠状动脉疾病:一项糖尿病中危地区人群的心脏CT研究
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-29 DOI: 10.1186/s12933-025-03000-3
Rocco Mollace, Matteo Nardin, Matteo Arzenton, Federica Testerini, Anita Fumagalli, Flavia Nicoli, Margherita Celeste Licastro, Alessandro Nudi, Valentina Bernardini, Federica Frascaro, Silvana Di Maio, Rossella Menghini, Elona Collaku, Giorgio Agati, Eleonora Corghi, Maria Lo Monaco, Davide Cao, Antonio Cardamone, Cristina Carresi, Anna Rita Coppoletta, Eugenio Martelli, Gianluca Campo, Giulio Stefanini, Erika Bertella, Massimo Federici

Background: Current approaches to estimating the probability of coronary artery disease (CAD) in patients with type 2 diabetes mellitus (T2DM) often fail to reflect the clinical complexity of the condition, as they tend to oversimplify it by neglecting its progressive nature, variability in glycemic control, and the influence of disease duration. The SCORE2-Diabetes (SCORE2-D) model was developed to offer a more nuanced cardiovascular risk estimate by incorporating continuous variables and individualized risk factor weighting. However, its correlation with the actual presence and severity of CAD in diabetic patients remains under-investigated.

Objective: This study aims to evaluate the association between SCORE2-D scores and CAD characteristics, as assessed by computed tomography coronary angiography (CCTA), in patients with T2DM and no prior coronary revascularization. Specifically, it investigates the relationship between SCORE2-D risk categories and the presence, morphology, and severity of coronary plaques.

Methods: A retrospective analysis was conducted on patients aged 40-69 with T2DM, no history of atherosclerotic cardiovascular disease, and no severe target organ damage, who underwent CCTA at a tertiary care center. Clinical data, SCORE2-D values, and imaging results were collected. Patients were stratified into SCORE2-D risk categories, and coronary findings were compared across groups.

Results: The study included 104 patients (mean age 60.9 years; mean SCORE2-D 12.2 ± 4.9). Higher SCORE2-D scores were significantly associated with the presence of coronary plaques. In the low-moderate risk group, calcified and non-calcified plaques were similarly distributed, while in the high-very high risk group, non-calcified (lipid-rich and mixed) plaques predominated, indicating potentially more vulnerable lesions. Proximal coronary segments, especially the left anterior descending artery, were most frequently involved. A progressive increase in plaque burden and stenosis severity was observed with rising SCORE2-D risk category. Patients at higher risk were more often referred for invasive coronary angiography.

Conclusions: Higher SCORE2-D scores correlate with greater CAD burden, more severe stenosis, and a predominance of high-risk plaque features in patients with T2DM. These findings suggest that SCORE2-D may be a valuable tool in refining cardiovascular risk stratification and guiding clinical decision-making in diabetic populations.

背景:目前估计2型糖尿病(T2DM)患者冠状动脉疾病(CAD)发生概率的方法往往不能反映该疾病的临床复杂性,因为它们往往通过忽视其进行性、血糖控制的可变性和疾病持续时间的影响而将其过度简化。开发SCORE2-Diabetes (SCORE2-D)模型,通过结合连续变量和个体化风险因素加权,提供更细致的心血管风险估计。然而,其与糖尿病患者CAD的实际存在和严重程度的相关性仍有待研究。目的:本研究旨在通过计算机断层冠状动脉造影(CCTA)评估T2DM患者的SCORE2-D评分与CAD特征之间的关系,这些患者之前没有冠状动脉血管重建术。具体来说,它调查了SCORE2-D风险类别与冠状动脉斑块的存在、形态和严重程度之间的关系。方法:回顾性分析40-69岁T2DM患者,无动脉粥样硬化性心血管疾病史,无严重靶器官损害,在三级保健中心行CCTA治疗。收集临床资料、SCORE2-D值及影像学结果。将患者分为SCORE2-D危险类别,并比较各组的冠状动脉检查结果。结果:研究纳入104例患者(平均年龄60.9岁,平均SCORE2-D 12.2±4.9)。较高的SCORE2-D评分与冠状动脉斑块的存在显著相关。在中低风险组中,钙化斑块和非钙化斑块分布相似,而在高-极高风险组中,非钙化(富含脂质和混合)斑块占主导地位,表明可能更容易发生病变。冠状动脉近段,尤其是左前降支最常受累。随着SCORE2-D风险类别的增加,斑块负担和狭窄严重程度逐渐增加。高危患者更常接受有创冠状动脉造影。结论:较高的SCORE2-D评分与较大的CAD负担、更严重的狭窄以及T2DM患者中高危斑块特征的优势相关。这些发现表明,SCORE2-D可能是一个有价值的工具,用于细化心血管风险分层和指导糖尿病人群的临床决策。
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引用次数: 0
Sirtuins and regulatory miRNAs as epigenetic determinants of empagliflozin-mediated recovery after acute myocardial infarction. Sirtuins和调控mirna作为依格列净介导的急性心肌梗死后恢复的表观遗传决定因素。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-29 DOI: 10.1186/s12933-025-03013-y
Anna Nowak-Szwed, Ceren Eyileten, Zofia Wicik, Sara Ahmadova, Jeff Palatini, Jolanta Siller-Matula, Dirk von Lewinski, Harald Sourij, Marek Postula

Background: Sodium-glucose cotransporter-2 (SGLT2) inhibitors, primarily used to treat type 2 diabetes, exhibit cardioprotective effects by improving myocardial energy metabolism, reducing oxidative stress, and modulating inflammation and fibrosis, which are critical in the context of acute myocardial infarction (AMI). Our research aims to explore the molecular mechanisms of SGLT2 inhibitors, with a focus on their influence on non-coding RNAs through sirtuins pathways, to identify novel biomarkers and therapeutic strategies for preventing heart failure following AMI.

Methods: We identified microRNAs (miRNAs) that play a role in sirtuin pathways in AMI. We validated the expressions of precisely selected miRNAs along with sirtuin gene expressions (SIRT1-7) in a total of 227 patients with samples from baseline and after 26-week of either placebo or empagliflozin treatment by qRT-PCR. We also performed SHAP analysis of clinical data and miRNAs target predictions and advanced enrichment analyses.

Results: Empagliflozin treatment significantly modulated sirtuin and miRNA expression, with higher SIRT6 (p < 0.001) and lower SIRT4 (p = 0.018) expression compared to placebo after 26 weeks.(p (p In contrast, patients in the placebo group showed a reduction in SIRT6 expression (p = 0.006). Patients were divided according to the change in LVEF (ΔLVEF) between baseline and 26-weeks, using a cut-off of 11%. This threshold was derived from the third quartile distribution in the empagliflozin group. Baseline SIRT2 and SIRT4 levels independently predicted a ΔLVEF < 11% improvement (AUC: 0.806 and 0.765, respectively; both p < 0.01), as did miR-182-5p and miR-302a-3p (AUC: 0.716 and 0.757; both p < 0.01). A combined biomarker panel including SIRT2, SIRT4, miR-182-5p, and miR-302a-3p demonstrated superior predictive accuracy for ΔLVEF < 11% after 26-weeks of empagliflozin treatment (cross-validated AUC: 0.890; 81% sensitivity; 90% specificity). This association remained significant after multivariate adjustment for age, sex, hypertension, BMI, and ezetimibe treatment (OR: 18.70; 95% CI: 5.78-60.49). Importantly, baseline NT-proBNP levels did not significantly predict an unfavorable outcome after 26-weeks of empagliflozin treatment.

Conclusion: Baseline levels of SIRT2, SIRT4, miR-182-5p, and miR-302a-3p were identified as predictors of ΔLVEF < 11% changes after 26-weeks of treatment, which suggests their potential for stratifying responders and non-responders to empagliflozin. The combined panel of these markers demonstrated the highest predictive accuracy, suggesting the epigenetic influence of SGLT2 inhibitors and the potential for genomic characterization in personalized treatment approaches.

背景:钠-葡萄糖共转运蛋白-2 (SGLT2)抑制剂,主要用于治疗2型糖尿病,通过改善心肌能量代谢,减少氧化应激,调节炎症和纤维化表现出心脏保护作用,这在急性心肌梗死(AMI)的背景下是至关重要的。我们的研究旨在探索SGLT2抑制剂的分子机制,重点研究它们通过sirtuins途径对非编码rna的影响,以确定新的生物标志物和治疗策略,预防AMI后心力衰竭。方法:我们鉴定了在AMI中sirtuin通路中起作用的microRNAs (miRNAs)。我们通过qRT-PCR验证了227名患者中精确选择的mirna和sirtuin基因表达(SIRT1-7)的表达,这些患者的样本来自基线和安慰剂或恩帕列净治疗26周后。我们还对临床数据进行了SHAP分析,并对mirna靶标进行了预测和高级富集分析。结果:恩格列净治疗显著调节sirtuin和miRNA的表达,SIRT6升高(p)。结论:SIRT2、SIRT4、miR-182-5p和miR-302a-3p的基线水平被确定为ΔLVEF的预测因子
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引用次数: 0
The effect of exercise characteristics on HbA1c and other cardiovascular risk factors in adults with type 2 diabetes: a systematic review and meta-analysis of randomised controlled trials. 运动特征对成人2型糖尿病患者HbA1c和其他心血管危险因素的影响:随机对照试验的系统回顾和荟萃分析
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-28 DOI: 10.1186/s12933-025-03048-1
Matthijs Michielsen, Jan Yagiz, Matthijs Hanssens, Jomme Claes, Lieze Geuns, Tin Gojevic, Dominique Hansen, Guido Claessen, Marieke De Craemer, Véronique Cornelissen
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引用次数: 0
Patients with persistent atrial fibrillation and metabolic comorbidities have an altered inflammatory state of atrial epicardial adipose tissue, which is linked to CT-attenuation. 持续性心房颤动和代谢合并症患者心房心外膜脂肪组织的炎症状态发生改变,这与ct衰减有关。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-26 DOI: 10.1186/s12933-025-02985-1
Eva R Meulendijks, Benedetta Fabrizi, Steffen Bruns, Etto C Eringa, Ron Hoebe, Thomas van den Boogert, Robin Wesselink, Rushd F M Al-Shama, Tim A C de Vries, Auriane C Ernault, H W M Niessen, Wim J P van Boven, Antoine H G Driessen, I Zbairi, Pietro Zappala, Damini Dey, Ivana Isgum, R Nils Planken, Sébastien P J Krul, Joris R de Groot

Background: Epicardial adipose tissue (EAT) is linked to both Atrial fibrillation (AF) and metabolic syndrome (MetS). Whether EAT inflammation relates to AF type, recurrence after ablation, or MetS, is incompletely known, likewise if it can be measured by CT angiography.

Aim: To establish the link between (1) atrial EAT inflammatory composition and AF type, AF recurrence, and metabolic comorbidities. (2) EAT inflammation and EAT-volume or density.

Methods: Patients undergoing thoracoscopic ablation for advanced AF (that is, usually persistent, with enlarged left atria and previous failed ablations) with a cardiac CT-scan before and 6 months after surgery were enrolled. CT-EAT atrial volume and attenuation (density), were used for analyses. Patients' left atrial appendages (LAA + EAT) were excised during ablation and stained for adipocytes and different inflammatory cells.

Results: Among the 134 included patients, 113 had a LAA available for (immuno)histo-chemistry. Patients with persistent versus paroxysmal AF had more EAT neutrophils: 155[257] versus 63[106] cells/mm2, (p = 0.003), and less anti-inflammatory CD163 + macrophages: 126[134] versus 224[179], (p = 0.03). The AUC curve for differentiating persistent from paroxysmal AF through neutrophil-count was 0.75 (p value < 0.001, CI 0.63-0.87). EAT neutrophil-count related to CT-EAT-attenuation, multivariable analysis: expB 1.01, CI 1.00-1.02, (p = 0.04). CT-EAT-attenuation distinguished persistent from paroxysmal AF: - 73.0 ± 4.6 versus - 75.3 ± 5.3HU, (p = 0.03). Patients with versus without recurrence had similar inflammatory cell counts, but larger adipocytes, multivariable analysis: ExpB 1.002, CI 1.00-1.003, (p = 0.02). Hypertensive and diabetic patients also had an increased adipocyte size.

Conclusion: Patients with persistent versus paroxysmal AF exhibited increased EAT neutrophils, which is reflected by CT-EAT-attenuation. Those with AF recurrence, hypertension and diabetes had adipocyte hypertrophy which may imply a common mechanism underlying these conditions.

背景:心外膜脂肪组织(EAT)与心房颤动(AF)和代谢综合征(MetS)有关。EAT炎症是否与房颤类型、消融后复发或MetS相关尚不完全清楚,同样,是否可以通过CT血管造影测量。目的:建立(1)心房EAT炎症成分与房颤类型、房颤复发和代谢合并症之间的联系。(2) EAT炎症和EAT体积或密度。方法:纳入术前和术后6个月行胸腔镜消融治疗晚期房颤(通常为持续性、左心房增大且既往消融失败)的患者。使用CT-EAT心房容积和衰减(密度)进行分析。在消融过程中切除患者左心耳(LAA + EAT),进行脂肪细胞和不同炎症细胞染色。结果:134例患者中,113例LAA可用于(免疫)组织化学。持续性与阵发性房颤患者有更多的EAT中性粒细胞:155[257]比63[106]细胞/mm2 (p = 0.003),抗炎CD163 +巨噬细胞:126[134]比224[179]少,(p = 0.03)。通过中性粒细胞计数鉴别持续性与阵发性房颤的AUC曲线为0.75 (p值)。结论:持续性与阵发性房颤患者的EAT中性粒细胞增加,这可以通过ct -EAT衰减来反映。房颤复发、高血压和糖尿病患者有脂肪细胞肥大,这可能暗示了这些疾病的共同机制。
{"title":"Patients with persistent atrial fibrillation and metabolic comorbidities have an altered inflammatory state of atrial epicardial adipose tissue, which is linked to CT-attenuation.","authors":"Eva R Meulendijks, Benedetta Fabrizi, Steffen Bruns, Etto C Eringa, Ron Hoebe, Thomas van den Boogert, Robin Wesselink, Rushd F M Al-Shama, Tim A C de Vries, Auriane C Ernault, H W M Niessen, Wim J P van Boven, Antoine H G Driessen, I Zbairi, Pietro Zappala, Damini Dey, Ivana Isgum, R Nils Planken, Sébastien P J Krul, Joris R de Groot","doi":"10.1186/s12933-025-02985-1","DOIUrl":"https://doi.org/10.1186/s12933-025-02985-1","url":null,"abstract":"<p><strong>Background: </strong>Epicardial adipose tissue (EAT) is linked to both Atrial fibrillation (AF) and metabolic syndrome (MetS). Whether EAT inflammation relates to AF type, recurrence after ablation, or MetS, is incompletely known, likewise if it can be measured by CT angiography.</p><p><strong>Aim: </strong>To establish the link between (1) atrial EAT inflammatory composition and AF type, AF recurrence, and metabolic comorbidities. (2) EAT inflammation and EAT-volume or density.</p><p><strong>Methods: </strong>Patients undergoing thoracoscopic ablation for advanced AF (that is, usually persistent, with enlarged left atria and previous failed ablations) with a cardiac CT-scan before and 6 months after surgery were enrolled. CT-EAT atrial volume and attenuation (density), were used for analyses. Patients' left atrial appendages (LAA + EAT) were excised during ablation and stained for adipocytes and different inflammatory cells.</p><p><strong>Results: </strong>Among the 134 included patients, 113 had a LAA available for (immuno)histo-chemistry. Patients with persistent versus paroxysmal AF had more EAT neutrophils: 155[257] versus 63[106] cells/mm<sup>2</sup>, (p = 0.003), and less anti-inflammatory CD163 + macrophages: 126[134] versus 224[179], (p = 0.03). The AUC curve for differentiating persistent from paroxysmal AF through neutrophil-count was 0.75 (p value < 0.001, CI 0.63-0.87). EAT neutrophil-count related to CT-EAT-attenuation, multivariable analysis: expB 1.01, CI 1.00-1.02, (p = 0.04). CT-EAT-attenuation distinguished persistent from paroxysmal AF: - 73.0 ± 4.6 versus - 75.3 ± 5.3HU, (p = 0.03). Patients with versus without recurrence had similar inflammatory cell counts, but larger adipocytes, multivariable analysis: ExpB 1.002, CI 1.00-1.003, (p = 0.02). Hypertensive and diabetic patients also had an increased adipocyte size.</p><p><strong>Conclusion: </strong>Patients with persistent versus paroxysmal AF exhibited increased EAT neutrophils, which is reflected by CT-EAT-attenuation. Those with AF recurrence, hypertension and diabetes had adipocyte hypertrophy which may imply a common mechanism underlying these conditions.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145843216","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
Distinct compositional alterations in plasma lipoproteins in type 2 diabetes: a cross-sectional study of healthy individuals and diabetics with and without cardiovascular comorbidities. 2型糖尿病患者血浆脂蛋白的不同组成改变:一项健康个体和伴有或不伴有心血管合并症的糖尿病患者的横断面研究
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-25 DOI: 10.1186/s12933-025-03039-2
Elena Tsay, Diyora Kurmaeva, Sharofiddin Nuriddinov, Vladimir Tsoy, Sanobar Abduxalimova, Soyibjon Sodiqjonovich Bozorov, Zamira Khalimova, Søren Balling Engelsen, Faidon Magkos, Dilbar Dalimova, Bekzod Khakimov

Background: Type 2 diabetes mellitus (T2DM) increases the risk of cardiovascular disease (CVD), largely by alterations in the blood lipids and the metabolism of circulating lipoproteins (LPs). We studied whether the presence of additional risk factors, such as hypertension, or CVD itself, is associated with further alterations in the LP profiles in individuals with T2DM.

Methods: We performed LP profiling using 1H NMR spectroscopy and quantified 65 parameters in 393 healthy controls (HC) and in 390 T2DM patients with and without cardiovascular comorbidities. Univariate and multivariate analyses were used to assess alterations in LPs in diabetic patients.

Results: Triglycerides in all major LP classes, as well as particle numbers of very low-density lipoproteins (VLDL) and intermediate-density lipoproteins (IDL) were increased in T2DM compared to HC. In contrast, particle numbers of low-density lipoproteins (LDL) and high-density lipoproteins (HDL) were reduced, suggesting slower lipolytic conversion of IDL to LDL and impaired clearance of triglyceride-enriched HDL. Univariate and multivariate analyses converged in identifying distinct LP profiles associated with T2DM, while differences between patients with and without hypertension or CVD were minor, indicating that T2DM is the primary factor driving LP dysregulation. T2DM, with or without cardiovascular comorbidities, also causes differential disruption of the correlation structure among LPs.

Conclusions: T2DM is associated with major alterations in LP metabolism independent of hypertension or CVD. Thus, early lipid management in T2DM is important to mitigate CVD risk. Further research is needed to elucidate how T2DM progresses to CVD in relation to atherogenic LPs.

背景:2型糖尿病(T2DM)增加心血管疾病(CVD)的风险,主要是由于血脂和循环脂蛋白(LPs)代谢的改变。我们研究了是否存在额外的危险因素,如高血压或心血管疾病本身,与2型糖尿病患者LP谱的进一步改变有关。方法:我们对393名健康对照(HC)和390名有或无心血管合并症的T2DM患者进行了1H NMR谱分析,并量化了65个参数。采用单因素和多因素分析来评估糖尿病患者LPs的变化。结果:与HC相比,T2DM中所有主要LP类别的甘油三酯以及极低密度脂蛋白(VLDL)和中密度脂蛋白(IDL)的颗粒数均增加。相比之下,低密度脂蛋白(LDL)和高密度脂蛋白(HDL)的颗粒数减少,表明IDL向LDL的脂溶转化较慢,而富含甘油三酯的HDL的清除受损。单因素和多因素分析均确定了与T2DM相关的不同的LP特征,而有和没有高血压或CVD的患者之间的差异较小,表明T2DM是驱动LP失调的主要因素。T2DM,无论有无心血管合并症,也会引起脂多糖相关结构的不同破坏。结论:T2DM与脂蛋白代谢的重大改变相关,与高血压或心血管疾病无关。因此,T2DM患者的早期脂质管理对于降低CVD风险非常重要。需要进一步的研究来阐明T2DM如何与致动脉粥样硬化性脂多糖进展为CVD。
{"title":"Distinct compositional alterations in plasma lipoproteins in type 2 diabetes: a cross-sectional study of healthy individuals and diabetics with and without cardiovascular comorbidities.","authors":"Elena Tsay, Diyora Kurmaeva, Sharofiddin Nuriddinov, Vladimir Tsoy, Sanobar Abduxalimova, Soyibjon Sodiqjonovich Bozorov, Zamira Khalimova, Søren Balling Engelsen, Faidon Magkos, Dilbar Dalimova, Bekzod Khakimov","doi":"10.1186/s12933-025-03039-2","DOIUrl":"10.1186/s12933-025-03039-2","url":null,"abstract":"<p><strong>Background: </strong>Type 2 diabetes mellitus (T2DM) increases the risk of cardiovascular disease (CVD), largely by alterations in the blood lipids and the metabolism of circulating lipoproteins (LPs). We studied whether the presence of additional risk factors, such as hypertension, or CVD itself, is associated with further alterations in the LP profiles in individuals with T2DM.</p><p><strong>Methods: </strong>We performed LP profiling using <sup>1</sup>H NMR spectroscopy and quantified 65 parameters in 393 healthy controls (HC) and in 390 T2DM patients with and without cardiovascular comorbidities. Univariate and multivariate analyses were used to assess alterations in LPs in diabetic patients.</p><p><strong>Results: </strong>Triglycerides in all major LP classes, as well as particle numbers of very low-density lipoproteins (VLDL) and intermediate-density lipoproteins (IDL) were increased in T2DM compared to HC. In contrast, particle numbers of low-density lipoproteins (LDL) and high-density lipoproteins (HDL) were reduced, suggesting slower lipolytic conversion of IDL to LDL and impaired clearance of triglyceride-enriched HDL. Univariate and multivariate analyses converged in identifying distinct LP profiles associated with T2DM, while differences between patients with and without hypertension or CVD were minor, indicating that T2DM is the primary factor driving LP dysregulation. T2DM, with or without cardiovascular comorbidities, also causes differential disruption of the correlation structure among LPs.</p><p><strong>Conclusions: </strong>T2DM is associated with major alterations in LP metabolism independent of hypertension or CVD. Thus, early lipid management in T2DM is important to mitigate CVD risk. Further research is needed to elucidate how T2DM progresses to CVD in relation to atherogenic LPs.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":"28"},"PeriodicalIF":10.6,"publicationDate":"2025-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12849680/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145832818","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
Improved sex-specific cardiovascular risk prediction with multi-omics data in people with type 2 diabetes. 利用多组学数据改进2型糖尿病患者性别特异性心血管风险预测
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-24 DOI: 10.1186/s12933-025-03036-5
Ruijie Xie, Christian Herder, Sha Sha, Hermann Brenner, Sigrid Carlsson, Ben Schöttker

Background: To evaluate whether integrating proteomics, metabolomics, and a cardiovascular disease specific polygenic risk score (CVD-PRS) in the SCORE2-Diabetes model improves sex-specific 10-year prediction of major adverse cardiovascular events (MACE) in individuals with type 2 diabetes (T2D).

Methods: Genome-wide association study (GWAS), plasma proteomics (with the Olink Explore 3072 platform), and metabolomics (with nuclear magnetic resonance spectroscopy by Nightingale Health) data were measured in the UK Biobank. A novel sex-specific protein algorithm was developed using bootstrap-LASSO (Least absolute shrinkage and selection operator) regression. The CVD-PRS and sex-specific metabolite algorithms were used from previous UK Biobank projects. In a subset of 990 participants with T2D, age 40-69 years, with no prior MACE, and complete multi-omics data, we evaluated, which omics data improved the SCORE2-Diabetes model performance using Harrell's C-index.

Results: Overall 9 proteins were selected for males and 7 for females and adding them to the SCORE2-Diabetes model significantly improved discrimination in the total population (C-index increase from 0.766 to 0.835 (P < 0.001)). Further adding of metabolites significantly improved model performance (C-index, 0.846, P = 0.035), which was mostly attributable to model improvement among males (∆C-index, 0.012, P = 0.078) but not among females (∆C-index, 0.004, P = 0.723). Further adding the CVD-PRS did not statistically significantly improve the SCORE2-Diabetes + proteomics + metabolomics model further in the total population (C-index, 0.848 (P = 0.070)).

Conclusions: Sex-specific proteomic signatures markedly improved 10-year MACE risk prediction in individuals with T2D. In men but not in women, further integration of metabolomics may enhance model performance whereas adding the CVD-PRS is not needed. External validation is warranted.

背景:评估在SCORE2-Diabetes模型中整合蛋白质组学、代谢组学和心血管疾病特异性多基因风险评分(CVD-PRS)是否能改善2型糖尿病(T2D)患者主要不良心血管事件(MACE)的性别特异性10年预测。方法:在UK Biobank中测量全基因组关联研究(GWAS)、血浆蛋白质组学(使用Olink Explore 3072平台)和代谢组学(使用Nightingale Health的核磁共振波谱)数据。利用bootstrap-LASSO(最小绝对收缩和选择算子)回归,提出了一种新的性别特异性蛋白质算法。CVD-PRS和性别特异性代谢物算法来自之前的英国生物银行项目。在990名T2D患者中,年龄40-69岁,既往无MACE,并有完整的多组学数据,我们使用Harrell的c指数评估了哪些组学数据改善了SCORE2-Diabetes模型的性能。结果:男性共选择了9种蛋白,女性选择了7种蛋白,并将其加入SCORE2-Diabetes模型中,可显著改善总体人群的歧视(c指数从0.766增加到0.835)。结论:性别特异性蛋白质组学特征显著提高了T2D患者10年MACE风险预测。在男性而不是女性中,进一步整合代谢组学可能会提高模型性能,而不需要添加CVD-PRS。外部验证是必要的。
{"title":"Improved sex-specific cardiovascular risk prediction with multi-omics data in people with type 2 diabetes.","authors":"Ruijie Xie, Christian Herder, Sha Sha, Hermann Brenner, Sigrid Carlsson, Ben Schöttker","doi":"10.1186/s12933-025-03036-5","DOIUrl":"10.1186/s12933-025-03036-5","url":null,"abstract":"<p><strong>Background: </strong>To evaluate whether integrating proteomics, metabolomics, and a cardiovascular disease specific polygenic risk score (CVD-PRS) in the SCORE2-Diabetes model improves sex-specific 10-year prediction of major adverse cardiovascular events (MACE) in individuals with type 2 diabetes (T2D).</p><p><strong>Methods: </strong>Genome-wide association study (GWAS), plasma proteomics (with the Olink Explore 3072 platform), and metabolomics (with nuclear magnetic resonance spectroscopy by Nightingale Health) data were measured in the UK Biobank. A novel sex-specific protein algorithm was developed using bootstrap-LASSO (Least absolute shrinkage and selection operator) regression. The CVD-PRS and sex-specific metabolite algorithms were used from previous UK Biobank projects. In a subset of 990 participants with T2D, age 40-69 years, with no prior MACE, and complete multi-omics data, we evaluated, which omics data improved the SCORE2-Diabetes model performance using Harrell's C-index.</p><p><strong>Results: </strong>Overall 9 proteins were selected for males and 7 for females and adding them to the SCORE2-Diabetes model significantly improved discrimination in the total population (C-index increase from 0.766 to 0.835 (P < 0.001)). Further adding of metabolites significantly improved model performance (C-index, 0.846, P = 0.035), which was mostly attributable to model improvement among males (∆C-index, 0.012, P = 0.078) but not among females (∆C-index, 0.004, P = 0.723). Further adding the CVD-PRS did not statistically significantly improve the SCORE2-Diabetes + proteomics + metabolomics model further in the total population (C-index, 0.848 (P = 0.070)).</p><p><strong>Conclusions: </strong>Sex-specific proteomic signatures markedly improved 10-year MACE risk prediction in individuals with T2D. In men but not in women, further integration of metabolomics may enhance model performance whereas adding the CVD-PRS is not needed. External validation is warranted.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":"25"},"PeriodicalIF":10.6,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145827045","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
Cardiovascular outcomes associated with incident diabetes during statin therapy: a nationwide propensity-matched cohort study. 他汀类药物治疗期间与糖尿病事件相关的心血管结局:一项全国性的倾向匹配队列研究
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-24 DOI: 10.1186/s12933-025-03003-0
Ki-Chul Sung, Dongwoo Kang, Jungkuk Lee, Seung-Jae Lee, Eun Joo Cho, Jin-Ok Jeong, Moo-Yong Rhee, Da-Eun Sung

Background: Statins are a cornerstone of cardiovascular disease prevention, but growing evidence suggests they may increase the risk of new-onset type 2 diabetes. The cardiovascular implications of diabetes that develops during statin therapy, however, remain unclear. This study aimed to evaluate whether incident diabetes during statin use is associated with increased risk of major adverse cardiovascular events (MACE) or all-cause mortality, compared with individuals with preexisting diabetes and statin users who remained free of diabetes.

Methods: We conducted two retrospective cohort studies using data from the Korean National Health Insurance Service (KNHIS) database between 2009 and 2020, which includes nationwide, population-based data from both primary and secondary care settings. From a source population of 1,500,959 adults, Study 1 identified 4371 individuals who had used statins continuously for ≥ 730 days before receiving a new diagnosis of type 2 diabetes mellitus (T2DM). These individuals were propensity score-matched 1:1 to individuals who initiated statin therapy after a prior diagnosis of T2DM, matched by age, sex, and low-density lipoprotein cholesterol levels. In Study 2, 4191 statin users who developed T2DM during follow-up were matched 1:1 with statin users who remained diabetes-free during the same period. The primary outcome was MACE, defined as a composite of myocardial infarction and stroke. All-cause mortality was assessed as a secondary outcome.

Results: In Study 1, individuals who developed diabetes during statin therapy had a significantly lower risk of MACE compared with those who initiated statins after diabetes diagnosis (adjusted hazard ratio [aHR] 0.607; 95% confidence interval [CI], 0.458-0.805; p = 0.0005), primarily driven by a reduced stroke risk (aHR 0.504; 95% CI, 0.357-0.711; p < 0.001). In Study 2, incident diabetes during statin use was not associated with increased risk of MACE (aHR 1.122; 95% CI, 0.784-1.605; p = 0.53) or all-cause mortality (aHR 0.555; 95% CI, 0.290-1.063; p = 0.0758), compared with remaining diabetes-free.

Conclusions: Diabetes that develops during statin therapy was associated with a lower risk of MACE compared with initiating statins after diabetes diagnosis and was not linked to increased risk of MACE or all-cause mortality compared with remaining diabetes-free.

背景:他汀类药物是预防心血管疾病的基石,但越来越多的证据表明它们可能增加新发2型糖尿病的风险。然而,他汀类药物治疗期间发生的糖尿病对心血管的影响尚不清楚。本研究旨在评估与既往糖尿病患者和无糖尿病的他汀类药物使用者相比,他汀类药物使用期间发生的糖尿病是否与主要不良心血管事件(MACE)或全因死亡率增加有关。方法:我们使用2009年至2020年韩国国民健康保险服务(KNHIS)数据库中的数据进行了两项回顾性队列研究,其中包括来自初级和二级医疗机构的全国性、基于人群的数据。从150,959名成年人的源人群中,研究1确定了4371名在接受新诊断为2型糖尿病(T2DM)之前连续使用他汀类药物≥730天的个体。这些个体与先前诊断为T2DM后开始他汀类药物治疗的个体的倾向评分匹配为1:1,与年龄,性别和低密度脂蛋白胆固醇水平匹配。在研究2中,4191名在随访期间发生T2DM的他汀类药物使用者与同期未患糖尿病的他汀类药物使用者进行了1:1的匹配。主要终点是MACE,定义为心肌梗死和脑卒中的综合结果。全因死亡率作为次要结果进行评估。结果:在研究1中,与糖尿病诊断后开始使用他汀类药物的患者相比,在他汀类药物治疗期间发生糖尿病的患者发生MACE的风险显著降低(校正风险比[aHR] 0.607; 95%可信区间[CI], 0.458-0.805; p = 0.0005),主要是由于卒中风险降低(aHR 0.504; 95% CI, 0.357-0.711;结论:与糖尿病诊断后开始使用他汀类药物相比,在他汀类药物治疗期间发生的糖尿病与较低的MACE风险相关,与未患糖尿病的患者相比,与MACE风险或全因死亡率增加无关。
{"title":"Cardiovascular outcomes associated with incident diabetes during statin therapy: a nationwide propensity-matched cohort study.","authors":"Ki-Chul Sung, Dongwoo Kang, Jungkuk Lee, Seung-Jae Lee, Eun Joo Cho, Jin-Ok Jeong, Moo-Yong Rhee, Da-Eun Sung","doi":"10.1186/s12933-025-03003-0","DOIUrl":"10.1186/s12933-025-03003-0","url":null,"abstract":"<p><strong>Background: </strong>Statins are a cornerstone of cardiovascular disease prevention, but growing evidence suggests they may increase the risk of new-onset type 2 diabetes. The cardiovascular implications of diabetes that develops during statin therapy, however, remain unclear. This study aimed to evaluate whether incident diabetes during statin use is associated with increased risk of major adverse cardiovascular events (MACE) or all-cause mortality, compared with individuals with preexisting diabetes and statin users who remained free of diabetes.</p><p><strong>Methods: </strong>We conducted two retrospective cohort studies using data from the Korean National Health Insurance Service (KNHIS) database between 2009 and 2020, which includes nationwide, population-based data from both primary and secondary care settings. From a source population of 1,500,959 adults, Study 1 identified 4371 individuals who had used statins continuously for ≥ 730 days before receiving a new diagnosis of type 2 diabetes mellitus (T2DM). These individuals were propensity score-matched 1:1 to individuals who initiated statin therapy after a prior diagnosis of T2DM, matched by age, sex, and low-density lipoprotein cholesterol levels. In Study 2, 4191 statin users who developed T2DM during follow-up were matched 1:1 with statin users who remained diabetes-free during the same period. The primary outcome was MACE, defined as a composite of myocardial infarction and stroke. All-cause mortality was assessed as a secondary outcome.</p><p><strong>Results: </strong>In Study 1, individuals who developed diabetes during statin therapy had a significantly lower risk of MACE compared with those who initiated statins after diabetes diagnosis (adjusted hazard ratio [aHR] 0.607; 95% confidence interval [CI], 0.458-0.805; p = 0.0005), primarily driven by a reduced stroke risk (aHR 0.504; 95% CI, 0.357-0.711; p < 0.001). In Study 2, incident diabetes during statin use was not associated with increased risk of MACE (aHR 1.122; 95% CI, 0.784-1.605; p = 0.53) or all-cause mortality (aHR 0.555; 95% CI, 0.290-1.063; p = 0.0758), compared with remaining diabetes-free.</p><p><strong>Conclusions: </strong>Diabetes that develops during statin therapy was associated with a lower risk of MACE compared with initiating statins after diabetes diagnosis and was not linked to increased risk of MACE or all-cause mortality compared with remaining diabetes-free.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":"24 1","pages":"460"},"PeriodicalIF":10.6,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12729142/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145826905","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
Glucagon-like peptide-1 receptor agonists and risk for cardiovascular events in older adults treated with levothyroxine: a target trial emulation. 胰高血糖素样肽-1受体激动剂和左甲状腺素治疗老年人心血管事件的风险:一项目标试验模拟
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-24 DOI: 10.1186/s12933-025-02971-7
Fanxing Du, Naykky M Singh Ospina, Yishan Chen, Juan P Brito, Qing Liu, Stephan Schmidt, Rozalina G McCoy, Brian Cicali, Hui Shao, Tianze Jiao

Background: Initiation of Glucagon-Like Peptide-1 receptor agonists (GLP-1RA) in patients with type 2 diabetes (T2D) treated with levothyroxine may decrease the required levothyroxine dose due to weight loss or enhance levothyroxine absorption through delayed gastric emptying. These changes may cause thyroid hormone over-replacement and increased risk of atrial fibrillation/flutter (AF/Aflutter) and stroke. Our study aims to investigate the impact of GLP-1RA initiation on risks of AF/Aflutter and stroke in patients with T2D treated with levothyroxine, compared to sodium-glucose cotransporter 2 (SGLT2) inhibitors.

Methods: Leveraging the target trial emulation framework, we conducted a retrospective study using observational data to emulate a new user, active comparator trial examining the effects of initiating GLP-1RA (exposure group) versus SGLT2 inhibitors (control group), with random treatment assignment emulated by propensity score matching with 1:1 ratio. We used a 15% nationally representative sample of U.S. Medicare beneficiaries to identify participants > 65 years, continuously on stable dose of levothyroxine for ≥ 6 months before the index date (i.e., GLP-1RA or SGLT2 inhibitor initiation), with continuous Medicare enrollment, without malignant cancer or palliative care during 1 year before the index date. The primary outcome was AF/Aflutter, and secondary outcome was stroke, including ischemic stroke or transient ischemic attack. We assessed the per-protocol effects of GLP-1RA vs. SGLT2 inhibitors using inverse-probability-censoring weighted Cox proportional hazards models.

Results: After matching, the study cohort included 2,384 participants in both GLP-1RA and SGLT2 groups with mean age (SD): 73.3 (5.9) vs. 73.2 (5.8), and 71.5% and 71.8% of female. The median follow-up time was 1.05 years. Compared to SGLT2 inhibitors, initiation of GLP-1RA was associated with higher risk of AF/Aflutter (HR: 1.46; 95% CI: 1.28-1.67), while no statistically significant difference was observed between the two groups for stroke (HR: 1.17; 95% CI: 0.98-1.39). Sensitivity analyses showed consistent results, including restricting outcomes to inpatient visits, conducting an intention-to-treat analysis, applying a prevalent new user design, and substituting SGLT2 inhibitors with dipeptidyl peptidase-4 (DPP4) inhibitors as the active comparator.

Conclusions: In patients with T2D historically treated with stable doses of levothyroxine, GLP-1RA initiation was associated with a higher risk of AF/Aflutter. Further research is warranted to investigate the potential roles of weight loss, TSH fluctuations, and levothyroxine dose adjustment after GLP-1RA in mediating the cardiovascular risk.

背景:在接受左甲状腺素治疗的2型糖尿病(T2D)患者中开始使用胰高血糖素样肽-1受体激动剂(GLP-1RA)可能会由于体重减轻而降低所需的左甲状腺素剂量,或者通过延迟胃排空增强左甲状腺素的吸收。这些变化可能导致甲状腺激素过度替代,增加心房颤动/扑动(AF/Aflutter)和中风的风险。我们的研究旨在探讨GLP-1RA起始治疗与钠-葡萄糖共转运蛋白2 (SGLT2)抑制剂相比,对接受左旋甲状腺素治疗的T2D患者AF/心房颤动和卒中风险的影响。方法:利用目标试验模拟框架,我们利用观察性数据进行了一项回顾性研究,以模拟一个新的用户,积极的比较试验,检查启动GLP-1RA(暴露组)与SGLT2抑制剂(对照组)的效果,随机治疗分配由1:1比例匹配的倾向评分模拟。我们使用了15%的美国医疗保险受益人的全国代表性样本来确定参与者,年龄在60至65岁之间,在指标日期前(即GLP-1RA或SGLT2抑制剂起始)连续服用稳定剂量的左旋甲状腺素≥6个月,连续参加医疗保险,在指标日期前1年内无恶性癌症或缓和治疗。主要转归是房颤/颤振,次要转归是卒中,包括缺血性卒中或短暂性缺血性发作。我们使用反概率加权Cox比例风险模型评估了GLP-1RA与SGLT2抑制剂的协议效应。结果:匹配后,研究队列包括GLP-1RA组和SGLT2组的2,384名参与者,平均年龄(SD): 73.3 (5.9)vs. 73.2 (5.8),女性占71.5%和71.8%。中位随访时间为1.05年。与SGLT2抑制剂相比,GLP-1RA的启动与AF/颤振的高风险相关(HR: 1.46; 95% CI: 1.28-1.67),而卒中两组之间无统计学差异(HR: 1.17; 95% CI: 0.98-1.39)。敏感性分析显示了一致的结果,包括限制住院患者就诊的结果,进行意向治疗分析,应用流行的新用户设计,以及用二肽基肽酶-4 (DPP4)抑制剂替代SGLT2抑制剂作为活性比较剂。结论:在历史上接受稳定剂量左甲状腺素治疗的T2D患者中,GLP-1RA起始与AF/扑动的高风险相关。需要进一步研究GLP-1RA后体重减轻、TSH波动和左旋甲状腺素剂量调整在介导心血管风险中的潜在作用。
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引用次数: 0
Integrative oral and gut microbiome profiling highlights microbial correlates of complications in type 1 diabetes: a cross-sectional analysis. 综合口腔和肠道微生物组分析强调1型糖尿病并发症的微生物相关性:一项横断面分析。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-24 DOI: 10.1186/s12933-025-03012-z
Rong Tang, Mei Shi, Xiaolin Ji, Yan Zhang, Li Fan, Fansu Huang, Xia Li

Background/objective: Chronic vascular complications are the primary threat in long-standing type 1 diabetes (T1D) patients. We examined the associations between oral-gut microbiome dysbiosis and these complications, offering novel insights into therapeutic strategies and underlying mechanisms.

Methods: This cross-sectional study enrolled 75 T1D participants (disease duration ≥ 10 years) and 43 healthy controls who underwent comprehensive clinical assessment, including blood glucose, lipid profile, and complication-related examinations. Fecal and oral rinse samples were collected for shotgun metagenomic sequencing. T1D participants were stratified by the presence of microvascular (retinopathy, nephropathy, or neuropathy) or macrovascular complications separately. Microbial differences across groups were assessed.

Results: Significant differences in oral and gut microbiota compositions were observed between T1D participants with and without complications (both microvascular and macrovascular). A core set of 26 gut and 8 oral microbial species was specifically associated with vascular complications. Butyrate-producing gut bacteria (Blautia wexlerae, Anaerobutyricum hallii, Roseburia inulinivorans, A. soehngenii) and specific oral Neisseria species were enriched in T1D without complications individuals, suggesting protective effects against complications. Mediation analysis indicated associations consistent with partial mediation between certain microbial species and the relationships of glycemic control or insulin resistance (HbA1c, glucose risk index, estimated glucose disposal rate) with complication risk. Moreover, potential oral-gut microbiome interconnections were implicated in complication development. Finally, classification models integrating both oral and gut microbial features significantly outperformed models based on either site alone in distinguishing T1D patients with complications.

Conclusions: Distinct oral and gut microbiome features are associated with chronic vascular complications in T1D. These findings highlight the potential of microbiome-targeted strategies for understanding and preventing T1D-related complications.

背景/目的:慢性血管并发症是长期存在的1型糖尿病(T1D)患者的主要威胁。我们研究了口腔肠道微生物群失调与这些并发症之间的关系,为治疗策略和潜在机制提供了新的见解。方法:本横断面研究纳入了75名T1D患者(病程≥10年)和43名健康对照者,他们接受了全面的临床评估,包括血糖、血脂和并发症相关检查。收集粪便和口腔冲洗液样本进行鸟枪宏基因组测序。T1D参与者根据是否存在微血管(视网膜病变、肾病或神经病变)或大血管并发症分别进行分层。评估各组间微生物差异。结果:在有和没有并发症的T1D参与者(微血管和大血管)之间观察到口腔和肠道微生物群组成的显著差异。26种肠道微生物和8种口腔微生物的核心组与血管并发症特异性相关。产丁酸的肠道细菌(Blautia wexlerae, Anaerobutyricum hallii, Roseburia inulinians, a.s ehngenii)和特定的口服奈瑟菌种在无并发症的T1D个体中富集,提示对并发症有保护作用。中介分析显示,某些微生物种类与血糖控制或胰岛素抵抗(HbA1c、葡萄糖风险指数、估计葡萄糖处置率)与并发症风险之间的关系具有部分中介作用。此外,潜在的口腔-肠道微生物组相互作用与并发症的发生有关。最后,结合口腔和肠道微生物特征的分类模型在区分T1D患者并发症方面明显优于单独基于任一部位的模型。结论:不同的口腔和肠道微生物组特征与T1D患者的慢性血管并发症有关。这些发现强调了微生物组靶向策略在理解和预防t1d相关并发症方面的潜力。
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引用次数: 0
Editorial Expression of Concern: High triglyceride‑glucose index and stress hyperglycemia ratio as predictors of adverse cardiac events in patients with coronary chronic total occlusion: a large‑scale prospective cohort study. 编辑关注表达:高甘油三酯-葡萄糖指数和应激性高血糖比是冠状动脉慢性全闭塞患者不良心脏事件的预测因素:一项大规模前瞻性队列研究。
IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-23 DOI: 10.1186/s12933-025-03045-4
Yanjun Song, Kongyong Cui, Min Yang, Chenxi Song, Dong Yin, Qiuting Dong, Ying Gao, Kefei Dou
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引用次数: 0
期刊
Cardiovascular Diabetology
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