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Association between SGLT2 inhibitors and recurrence of cerebrovascular events in patients with type 2 diabetes: A population-based cohort study. SGLT2抑制剂与2型糖尿病患者脑血管事件复发之间的关系:一项基于人群的队列研究
IF 3 Pub Date : 2026-03-01 Epub Date: 2026-03-02 DOI: 10.1177/14791641261431777
Mee Hyeon Kim, Jin Yeon Gil, Kyung Hyun Min, Jun Hyeob Kim, Jun Hyuk Park, Sunny Park, Ji Min Han, Kyung Eun Lee

ObjectiveSodium-glucose cotransporter 2 (SGLT2) inhibitors have been studied for their effects on cardiovascular disease, cognitive impairment, dementia, Parkinson's disease, and cerebrovascular disease, with evidence suggesting a reduced risk of mortality. This study aimed to examine the association between SGLT2 inhibitors and cerebrovascular event recurrence.MethodsThe cohort was extracted from the Korean National Health Insurance Service Database, including individuals aged 19 or older diagnosed with type 2 diabetes. SGLT2 inhibitor users were compared with metformin users using 1:4 propensity score matching.ResultsAmong study subjects, 1563 (7.8%) experienced recurrent cerebrovascular events. SGLT2 inhibitor users showed lower recurrence of cerebral infarction compared to metformin users (adjusted hazard ratio=0.84, p=0.010). Among the types of cerebrovascular diseases, ischemic stroke was associated with a significantly lower risk of recurrence in SGLT2 inhibitor users than metformin users (aHR=0.70, p=0.020). In the SGLT2 inhibitor group, concurrent use of DPP4 inhibitors was associated with a reduced risk of cerebrovascular event recurrence (aHR=0.69, p=0.011).ConclusionSGLT2 inhibitor use was associated with a significantly lower risk of recurrent cerebral infarction compared to metformin, suggesting a potential role in the secondary prevention of cerebrovascular events in patients with type 2 diabetes.

目的研究了钠-葡萄糖共转运蛋白2 (SGLT2)抑制剂对心血管疾病、认知障碍、痴呆、帕金森病和脑血管疾病的影响,并有证据表明其可降低死亡风险。本研究旨在探讨SGLT2抑制剂与脑血管事件复发之间的关系。方法该队列从韩国国民健康保险服务数据库中提取,包括19岁及以上诊断为2型糖尿病的个体。SGLT2抑制剂使用者与二甲双胍使用者采用1:4倾向评分匹配进行比较。结果1563例(7.8%)发生脑血管事件复发。与二甲双胍使用者相比,SGLT2抑制剂使用者的脑梗死复发率较低(校正风险比=0.84,p=0.010)。在脑血管疾病类型中,SGLT2抑制剂使用者的缺血性卒中复发风险显著低于二甲双胍使用者(aHR=0.70, p=0.020)。在SGLT2抑制剂组中,同时使用DPP4抑制剂与脑血管事件复发风险降低相关(aHR=0.69, p=0.011)。结论与二甲双胍相比,sglt2抑制剂的使用与复发性脑梗死的风险显著降低相关,提示在2型糖尿病患者脑血管事件的二级预防中具有潜在作用。
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引用次数: 0
Insights on accelerometer-measured 24-hour movement behaviour across type 2 diabetes sub-phenotypes in the Asian population. 亚洲人群中2型糖尿病亚表型加速计测量的24小时运动行为的见解
IF 3 Pub Date : 2026-03-01 Epub Date: 2026-03-07 DOI: 10.1177/14791641261431769
Huili Zheng, Keven Ang, Natarajan Padmapriya, Tsz Kiu Kwan, Mei Chung Moh, Serena Low, Falk Mueller-Riemenschneider, Su Chi Lim

IntroductionPreviously, we observed that subgroups of type 2 diabetes (T2D) - mild obesity-related diabetes (MOD), mild age-related diabetes (MARD), severe insulin-resistant diabetes (SIRD) - had distinct characteristics and complications. This study aims to investigate if movement behaviour also differs by T2D subgroup. Given that physical activity (PA) reduces the risk of complications, identifying less active subgroups could inform more targeted interventions.MethodsUsing age at T2D onset, body mass index, hbA1c, homeostasis model assessment 2 estimates of beta-cell function and insulin resistance, 706 study participants were classified into T2D subgroups. Using time spent in light PA, moderate-vigorous PA, day inactivity and night sleep per 24-hour, the participants were classified into three profiles. Regression models were used to examine the association between T2D subgroup (exposure) and movement behaviour (outcome).ResultsCompared to MOD, the relative risk ratio (RRR) of having the least active profile was 0.69 (95%CI 0.43-1.10), while the RRR of having the most active profile was 1.53 (95%CI 0.82-2.83) for MARD. The RRRs of having the least and most active profile was 1.32 (95%CI 0.85-2.04) and 1.44 (95%CI 0.76-2.72) respectively for SIRD.ConclusionUnderstanding the relationship between T2D subgroups and movement behaviour is a step towards advocating for PA intervention tailored to each subgroup's unique characteristics.

之前,我们观察到2型糖尿病(T2D)亚组-轻度肥胖相关糖尿病(MOD),轻度年龄相关糖尿病(MARD),严重胰岛素抵抗型糖尿病(SIRD) -具有不同的特征和并发症。本研究旨在调查运动行为是否也因T2D亚群而异。鉴于体育活动(PA)可以降低并发症的风险,确定运动较少的亚组可以为更有针对性的干预提供信息。方法根据T2D发病年龄、体重指数、hbA1c、稳态模型评估2、β细胞功能和胰岛素抵抗,将706名研究参与者分为T2D亚组。根据每24小时轻度活动、中度剧烈活动、白天不活动和夜间睡眠的时间,参与者被分为三种类型。回归模型用于检验T2D亚组(暴露)与运动行为(结果)之间的关系。结果与MOD相比,最不活跃的相对风险比(RRR)为0.69 (95%CI 0.43 ~ 1.10),最活跃的相对风险比(RRR)为1.53 (95%CI 0.82 ~ 2.83)。对于SIRD,最小和最活跃剖面的rrr分别为1.32 (95%CI 0.85-2.04)和1.44 (95%CI 0.76-2.72)。结论了解T2D亚群与运动行为之间的关系是倡导针对每个亚群独特特征进行PA干预的一步。
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引用次数: 0
Clinical significance of LINC00893 and miR-103a-3p in type 2 diabetes mellitus patients with coronary heart disease. LINC00893与miR-103a-3p在2型糖尿病合并冠心病患者中的临床意义
IF 3 Pub Date : 2026-01-01 Epub Date: 2026-02-26 DOI: 10.1177/14791641251407678
Huansong Fang, Xiaoli Han, Jiaoding Tian, Donghua Liang

BackgroundCoronary heart disease (CHD) is a prevalent complication associated with type 2 diabetes mellitus (T2DM), and the incidence of T2DM with CHD has seen a steady rise over the preceding years.ObjectiveTo investigate the altered expression of LINC00893 and miR-103a-3p in T2DM and T2DM with CHD, as well as to assess their clinical significance in T2DM-CHD.MethodsThe LINC00893 and miR-103a-3p expression was detected by RT-qPCR. ROC curves were used to analyze the diagnostic significance of LINC00893 and miR-103a-3p in T2DM patients with CHD. The Kaplan-Meier curve was used to analyze the prognostic significance of LINC00893 in the occurrence of Major Adverse Cardiovascular Events (MACEs) of T2DM with CHD patients. Dual-luciferase reporter assay was used to confirm the regulatory relationship between LINC00893 and miR-103a-3p.ResultLINC00893 and miR-103a-3p were down-regulated and up-regulated in T2DM with CHD patients, respectively and had diagnostic value in T2DM with CHD patients. In addition, patients with low levels of LINC00893 are more likely to develop MACE, and LINC00893 could regulate the expression of miR-103a-3p.ConclusionLINC00893 may affect disease progression in T2DM patients with CHD by regulating miR-103a-3p.

背景:冠心病(CHD)是2型糖尿病(T2DM)的常见并发症,T2DM合并CHD的发病率在过去几年中稳步上升。目的探讨LINC00893和miR-103a-3p在T2DM和T2DM合并冠心病中的表达变化,并探讨其在T2DM-冠心病中的临床意义。方法采用RT-qPCR检测LINC00893和miR-103a-3p的表达。采用ROC曲线分析LINC00893、miR-103a-3p在T2DM合并冠心病患者中的诊断意义。采用Kaplan-Meier曲线分析LINC00893对T2DM合并冠心病患者主要不良心血管事件(mace)发生的预后意义。双荧光素酶报告基因检测证实了LINC00893与miR-103a-3p之间的调控关系。结果linc00893和miR-103a-3p在T2DM合并冠心病患者中分别下调和上调,在T2DM合并冠心病患者中具有诊断价值。此外,低水平LINC00893的患者更容易发生MACE,并且LINC00893可以调节miR-103a-3p的表达。结论linc00893可能通过调节miR-103a-3p影响T2DM合并冠心病患者的疾病进展。
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引用次数: 0
The association between hypoglycemia and panvascular disease in type 2 diabetes patients: The correlation structure mediated by inflammatory and metabolic abnormalities. 2型糖尿病患者低血糖与泛血管疾病的关系:炎症和代谢异常介导的相关结构
IF 3 Pub Date : 2026-01-01 Epub Date: 2026-01-22 DOI: 10.1177/14791641261416918
Rui Lan, Xunjia Li, Zhulu Chen, Yanwei Li, Bryan Richard Sasmita, Xiankang Hu, Zhixin Xu, Deyu Zuo, Zhong Zuo, An He

BackgroundHypoglycemia in type 2 diabetes patients is associated with metabolic abnormalities and inflammation that affect vascular beds. The relationship between hypoglycemia and panvascular disease (PVD) is not clear. This study aimed to investigate the association between PVD and hypoglycemia, and to identify potential mediators.MethodThis retrospective cross-sectional study enrolled Patients from two centers in Chongqing China, and the results were further validated using UK Biobank data. Logistic regression was used to test the association of hypoglycemia and PVD. Stratification and interaction analyses to test the effects across study subgroups. Forward (hypoglycemia to PVD) and reverse (PVD to hypoglycemia) relationships were analyzed by structural equation modeling (SEM), which included interleukin-6, neutrophil-to-lymphocyte ratio, uric acid, hemoglobin A1c, and systolic blood pressure.Results22,128 patients diagnosed with T2DM at two large centers and 44442 T2DM participants from the UK Biobank were enrolled. A significant association between hypoglycemia and PVD was found. Subgroup analysis found hypoglycemia was more strongly associated with PVD in patients with inflammatory abnormalities and metabolic dysfunction. SEM suggested a correlation structure between hypoglycemia and PVD which might mutually aggravated each other through inflammation and metabolism pathways.ConclusionThis is the first study that described the correlation structure between hypoglycemia and PVD with a large population. Within this potential mutual association, inflammation and metabolism might be mediators. Our study also highlights the insufficient attention clinicians pay to hypoglycemia and PVD, and further attention is needed in future clinical practice and research.

背景:2型糖尿病患者的低血糖与代谢异常和影响血管床的炎症有关。低血糖与泛血管疾病(PVD)的关系尚不清楚。本研究旨在探讨PVD与低血糖之间的关系,并确定潜在的介质。方法本回顾性横断面研究纳入来自中国重庆两个中心的患者,并使用UK Biobank数据进一步验证结果。采用Logistic回归检验低血糖与PVD的相关性。分层和相互作用分析以检验跨研究亚组的影响。通过结构方程模型(SEM)分析正向(低血糖→PVD)和反向(PVD→低血糖)关系,包括白细胞介素-6、中性粒细胞与淋巴细胞比值、尿酸、血红蛋白A1c和收缩压。结果:两个大型研究中心的22128名确诊为T2DM的患者和来自英国生物银行的44442名T2DM参与者被纳入研究。低血糖和PVD之间存在显著关联。亚组分析发现,在炎症异常和代谢功能障碍的患者中,低血糖与PVD的相关性更强。扫描电镜显示低血糖与PVD之间存在相关结构,两者可能通过炎症和代谢途径相互加剧。结论本研究首次在大范围内描述了低血糖与PVD的相关结构。在这种潜在的相互关联中,炎症和代谢可能是中介。我们的研究也凸显了临床医生对低血糖和PVD的重视程度不够,需要在今后的临床实践和研究中进一步重视。
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引用次数: 0
Enhancing user experience with an automated insulin delivery system by upgrading to a next generation sensor. 通过升级到下一代传感器,提高自动化胰岛素输送系统的用户体验。
IF 3 Pub Date : 2026-01-01 Epub Date: 2026-02-25 DOI: 10.1177/14791641261418918
Pilar Isabel Beato-Víbora, Estela Gil-Poch, Francisco Javier Arroyo-Díez

BackgroundThe evaluation of user satisfaction with an automated insulin delivery (AID) system is crucial. The aim was to assess the change in user satisfaction after upgrading from a previous to a next generation sensor integrated in the same AID system.MethodsA prospective intervention study was conducted. Type 1 diabetes subjects simultaneously upgraded from Guardian-Sensor®4 to Simplera-SyncTM, integrated in the MiniMedTM-780G system. User satisfaction was evaluated at baseline and after 3 months of use of Simplera-SyncTM by the Glucose Monitoring Experience Questionnaire (GME-Q), a validated questionnaire designed to evaluate the experience with a glucose monitoring system. Glucose control and use of the system were also compared.ResultsNinety-one subjects were included (age: 38 ± 15 years-old, 59% female). GME-Q global score increased from 3.84 ± 0.49 to 4.40 ± 0.46. All subscales, effectiveness, convenience, and intrusiveness also improved. Sensor use increased from 93% [91, 95] to 98% [96, 99] and time in automode from 94% [92, 97] to 100% [97, 100], with 50% of the subjects achieving 100% of time in automode. A reduction in time in moderate hypoglycaemia and the number of hypoglycaemia episodes was observed.ConclusionUpgrading to a new sensor, as part of an AID system, can improve user satisfaction and allow for increased sensor use and time in automation.

背景:评价用户对胰岛素自动给药系统的满意度是至关重要的。目的是评估在同一AID系统中集成的从上一代传感器升级到下一代传感器后用户满意度的变化。方法采用前瞻性干预研究。1型糖尿病患者同时从Guardian-Sensor®4升级到Simplera-SyncTM,集成在MiniMedTM-780G系统中。在基线和使用Simplera-SyncTM 3个月后,通过葡萄糖监测体验问卷(GME-Q)评估用户满意度,GME-Q是一份经过验证的问卷,旨在评估使用葡萄糖监测系统的体验。并对该系统的血糖控制和使用情况进行了比较。结果纳入研究对象91例(年龄38±15岁,女性59%)。GME-Q整体评分由3.84±0.49上升至4.40±0.46。所有量表、有效性、方便性和侵入性均有改善。传感器的使用从93%[91,95]增加到98%[96,99],自动模式的时间从94%[92,97]增加到100%[97,100],其中50%的受试者实现了100%的自动模式时间。观察到中度低血糖的时间和低血糖发作的次数减少。升级到新的传感器,作为AID系统的一部分,可以提高用户满意度,并允许增加传感器的使用和自动化时间。
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引用次数: 0
Interaction between insulin resistance and depression in predicting cardiovascular risk: Evidence from a longitudinal study. 胰岛素抵抗和抑郁在预测心血管风险中的相互作用:来自一项纵向研究的证据。
IF 3 Pub Date : 2026-01-01 Epub Date: 2026-01-13 DOI: 10.1177/14791641261416916
Siyu Chen, Lijing Yang, Yu Zhou, Hao Yu

BackgroundDepression and insulin resistance-measured by the estimated glucose disposal rate (eGDR)-are both linked to cardiovascular disease (CVD), but whether eGDR mediates this relationship remains unclear. We examined the mediating role of eGDR and its joint and interactive effects with depression on incident CVD.MethodsData were derived from the China Health and Retirement Longitudinal Study (2011-2020). Participants without baseline CVD and with complete eGDR and CESD-10 data were included. eGDR was calculated as 21.158 - (0.09 × waist circumference) - (3.407 × hypertension) - (0.551 × HbA1c). Depressive symptoms were defined as CESD-10 ≥ 12. Cox models adjusted for demographic and lifestyle factors assessed CVD risk across four groups defined by eGDR and depression status.ResultsDuring a median 9-years follow-up, 1643 CVD events occurred. Participants with low eGDR and depression had the highest CVD risk (HR = 1.87, 95% CI: 1.40-2.49, p < 0.001). Additive interaction analysis indicated biological synergy (relative excess risk = 1.37; attributable proportion = 0.32). eGDR mediated 9.82% of the depression-CVD association. Interactions were stronger in older adults.ConclusionLow eGDR and depressive symptoms synergistically elevate CVD risk, highlighting the importance of integrating metabolic and psychological assessments in CVD prevention.

抑郁症和胰岛素抵抗——通过葡萄糖处理速率(eGDR)来测量——都与心血管疾病(CVD)有关,但eGDR是否介导了这种关系尚不清楚。我们研究了eGDR的中介作用及其与抑郁的联合和相互作用。方法数据来源于中国健康与退休纵向研究(2011-2020)。无基线CVD且eGDR和csd -10数据完整的参与者被纳入研究。计算eGDR为21.158 - (0.09 ×腰围)- (3.407 ×高血压)- (0.551 ×糖化血红蛋白)。抑郁症状定义为CESD-10≥12。Cox模型调整了人口统计学和生活方式因素,评估了四组由eGDR和抑郁状态定义的心血管疾病风险。结果在平均9年的随访期间,发生了1643例CVD事件。低eGDR和抑郁的参与者有最高的心血管疾病风险(HR = 1.87, 95% CI: 1.40-2.49, p < 0.001)。加性相互作用分析显示生物协同作用(相对超额风险= 1.37,归因比例= 0.32)。eGDR介导了9.82%的抑郁- cvd关联。老年人之间的相互作用更强。结论低eGDR和抑郁症状共同增加CVD风险,强调综合代谢和心理评估在CVD预防中的重要性。
{"title":"Interaction between insulin resistance and depression in predicting cardiovascular risk: Evidence from a longitudinal study.","authors":"Siyu Chen, Lijing Yang, Yu Zhou, Hao Yu","doi":"10.1177/14791641261416916","DOIUrl":"10.1177/14791641261416916","url":null,"abstract":"<p><p>BackgroundDepression and insulin resistance-measured by the estimated glucose disposal rate (eGDR)-are both linked to cardiovascular disease (CVD), but whether eGDR mediates this relationship remains unclear. We examined the mediating role of eGDR and its joint and interactive effects with depression on incident CVD.MethodsData were derived from the China Health and Retirement Longitudinal Study (2011-2020). Participants without baseline CVD and with complete eGDR and CESD-10 data were included. eGDR was calculated as 21.158 - (0.09 × waist circumference) - (3.407 × hypertension) - (0.551 × HbA1c). Depressive symptoms were defined as CESD-10 ≥ 12. Cox models adjusted for demographic and lifestyle factors assessed CVD risk across four groups defined by eGDR and depression status.ResultsDuring a median 9-years follow-up, 1643 CVD events occurred. Participants with low eGDR and depression had the highest CVD risk (HR = 1.87, 95% CI: 1.40-2.49, <i>p</i> < 0.001). Additive interaction analysis indicated biological synergy (relative excess risk = 1.37; attributable proportion = 0.32). eGDR mediated 9.82% of the depression-CVD association. Interactions were stronger in older adults.ConclusionLow eGDR and depressive symptoms synergistically elevate CVD risk, highlighting the importance of integrating metabolic and psychological assessments in CVD prevention.</p>","PeriodicalId":93978,"journal":{"name":"Diabetes & vascular disease research","volume":"23 1","pages":"14791641261416916"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12799976/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145968150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Combined effect of body mass index and atherogenic index of plasma on risk of stroke among individuals with abnormal glucose metabolism: Evidence from the China health and retirement longitudinal study. 体重指数和血浆动脉粥样硬化指数对糖代谢异常人群脑卒中风险的联合影响:来自中国健康与退休纵向研究的证据
IF 3 Pub Date : 2026-01-01 Epub Date: 2026-02-03 DOI: 10.1177/14791641261418914
Husnain Ahmad, Moeeza Fatima, Fatima Qasim
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引用次数: 0
A novel approach to diabetes-related foot ulcers/disease: First report of bipolar pulsed RF lumbar sympathetic block. 一种治疗糖尿病相关足溃疡/疾病的新方法:双极脉冲射频腰交感神经阻滞的首次报道。
IF 3 Pub Date : 2025-11-01 Epub Date: 2025-11-13 DOI: 10.1177/14791641251395221
Çiğdem Yalçın, Oğuz Kağan Demirtaş, Harun Özmen, Elif Gökalp

BackgroundDiabetes-related foot ulcers (DFUs), often complicated by peripheral arterial disease (PAD), remain a major therapeutic challenge. In patients unsuitable for revascularization, alternative treatments are essential. This study is the first to evaluate bipolar radiofrequency (RF) ablation as part of lumbar sympathetic block (LSB) for enhancing wound healing in DFU patients with critical limb ischemia.MethodsThis retrospective cohort study included 31 DFU patients with severe PAD who were not candidates for revascularization. Group 1 (n = 18) received LSB with bipolar RF plus medical care; Group 2 (n = 13) received medical care alone. Wound healing, amputation rates, pain scores (NRS, DN4), and complications were analyzed.ResultsComplete wound healing was significantly higher in Group 1 (55.5%) than in Group 2 (15.3%) (p = 0.031). Amputation was required in 23.1% of Group 2 patients, while none occurred in Group 1 (p = 0.063). Group 1 showed significant reductions in DN4 (p = 0.0057) and NRS (p = 0.0013) at 6 months. No complications related to LSB were observed.ConclusionsLSB with bipolar RF ablation is a safe, potentially effective option for DFU patients with PAD not eligible for revascularization. It significantly improves wound healing and pain outcomes. Larger prospective studies are needed to confirm these results.

背景:糖尿病相关性足溃疡(DFUs)通常并发外周动脉疾病(PAD),仍然是一个主要的治疗挑战。对于不适合血运重建术的患者,替代治疗是必不可少的。这项研究首次评估了双极射频(RF)消融作为腰椎交感神经阻滞(LSB)的一部分,在DFU伴有严重肢体缺血的患者中促进伤口愈合。方法回顾性队列研究纳入31例不适合行血管重建术的DFU合并严重PAD患者。组1 (n = 18)接受LSB +双极射频+医疗护理;第二组(n = 13)单独接受医疗护理。分析伤口愈合、截肢率、疼痛评分(NRS, DN4)和并发症。结果1组创面完全愈合率(55.5%)显著高于2组(15.3%)(p = 0.031)。23.1%的组2患者需要截肢,而组1患者没有截肢(p = 0.063)。组1在6个月时DN4 (p = 0.0057)和NRS (p = 0.0013)显著降低。无与LSB相关的并发症。结论slsb联合双极射频消融术对于不符合血运重建术条件的DFU患者是一种安全、潜在有效的选择。它可以显著改善伤口愈合和疼痛结局。需要更大规模的前瞻性研究来证实这些结果。
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引用次数: 0
Serum microRNAs: A potential blood-based diagnostic biomarkers for diabetic kidney disease in Emirati patients with type 2 diabetes. 血清microrna:阿联酋2型糖尿病患者糖尿病肾病的潜在血液诊断生物标志物
IF 3 Pub Date : 2025-11-01 Epub Date: 2025-11-07 DOI: 10.1177/14791641251393719
Zuira Tariq, Rifat Akram Hamoudi, Bashair M Mussa, Poorna Bhamidimarri, Zainab Al-Abadla, Rawoof Khan, Salah Abusnana
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引用次数: 0
A novel multi-omics-machine learning pipeline reveals immune and metabolic links between type 2 diabetes and atherosclerosis. 一项新的多组学-机器学习管道揭示了2型糖尿病和动脉粥样硬化之间的免疫和代谢联系。
IF 3 Pub Date : 2025-11-01 Epub Date: 2025-12-21 DOI: 10.1177/14791641251407597
Lili Shi, Yingying Xu, Huijing Zhai, Chao Zhao, Wenbo Xia, Yi Zheng, Guangjin Qu, Lin Geng, Xinyu Li

BackgroundAtherosclerosis (AS) and type 2 diabetes mellitus (T2DM) frequently coexist, jointly accelerating cardiovascular complications through shared inflammatory and metabolic pathways. Despite extensive research, the molecular mechanisms linking these chronic diseases remain incompletely defined.PurposeThis study aimed to delineate the shared transcriptional signatures and identify candidate biomarkers contributing to T2DM-associated AS progression using an integrative multi-omics strategy.Research DesignA retrospective bioinformatics investigation integrating differential expression analysis, co-expression network modeling, protein-interaction profiling, immune deconvolution, and machine-learning-based biomarker prioritization was conducted.Study Sample: Publicly available transcriptomic datasets were obtained from the NCBI Gene Expression Omnibus, including AS tissue samples (GSE100927), pancreatic islet samples from individuals with T2DM (GSE25724), and two independent datasets for external validation (GSE30169 and GSE26168).Data Collection and/or AnalysisDifferentially expressed genes (DEGs) were identified for AS (n = 3,368) and T2DM (n = 4,553). DEG intersection and Weighted Gene Co-expression Network Analysis (WGCNA) revealed 443 shared crosstalk genes. Enrichment analyses highlighted immune activation processes (e.g., leukocyte-mediated immunity, lysosomal pathways) and metabolic dysregulation (e.g., mitochondrial-mediated apoptosis, TGF-β signaling). A protein-protein interaction network was constructed, identifying high-degree hub genes such as HLA-DRB1, JAK3, and MFN1. Immune cell profiling using CIBERSORTx compared disease microenvironments, demonstrating increased M1 macrophages and helper T cells in AS, and elevated monocytes and B cells in T2DM (p < 0.05). A fine-tuned TabNet model ranked predictive biomarkers (e.g., BTK, ZAP70, CD4) showing strong diagnostic performance (AUC = 0.85 for AS; 0.79 for T2DM).ResultsThe integrative multi-omics workflow uncovered a robust set of immune-metabolic crosstalk genes shared between AS and T2DM. Hub-gene analysis and immune infiltration patterns demonstrated convergent dysregulation in lysosomal activity, mitochondrial integrity, and adaptive immune signaling. Machine-learning prioritization further identified a subset of biomarkers capable of discriminating disease states with high accuracy, strengthening their translational potential.ConclusionsThis study provides a comprehensive molecular framework linking T2DM and AS, revealing previously unrecognized lysosomal and mitochondrial pathways that may drive their synergistic pathology. The identified biomarkers and immune signatures offer promising avenues for early diagnosis and targeted therapeutic development in patients with comorbid T2DM and atherosclerosis.

动脉粥样硬化(AS)和2型糖尿病(T2DM)经常共存,通过共同的炎症和代谢途径共同加速心血管并发症。尽管进行了广泛的研究,但连接这些慢性疾病的分子机制仍然不完全明确。目的:本研究旨在利用综合多组学策略描述共同的转录特征,并确定有助于t2dm相关AS进展的候选生物标志物。研究设计进行了一项回顾性生物信息学研究,整合了差异表达分析、共表达网络建模、蛋白质相互作用谱、免疫反卷积和基于机器学习的生物标志物优先级排序。研究样本:从NCBI基因表达Omnibus获得公开可用的转录组数据集,包括AS组织样本(GSE100927)、T2DM患者胰岛样本(GSE25724)和两个用于外部验证的独立数据集(GSE30169和GSE26168)。数据收集和/或分析鉴定出AS (n = 3368)和T2DM (n = 4553)的差异表达基因(DEGs)。DEG交叉和加权基因共表达网络分析(WGCNA)共发现443个共有的相声基因。富集分析强调了免疫激活过程(如白细胞介导的免疫,溶酶体途径)和代谢失调(如线粒体介导的细胞凋亡,TGF-β信号传导)。构建了蛋白-蛋白相互作用网络,鉴定出HLA-DRB1、JAK3和MFN1等高度枢纽基因。使用CIBERSORTx进行免疫细胞分析比较疾病微环境,显示AS中M1巨噬细胞和辅助性T细胞增加,T2DM中单核细胞和B细胞升高(p < 0.05)。一个经过微调的TabNet模型对预测性生物标志物(如BTK、ZAP70、CD4)进行了排序,显示出很强的诊断性能(AS的AUC = 0.85; T2DM的AUC = 0.79)。结果综合多组学工作流程揭示了AS和T2DM之间共享的一组强大的免疫代谢串扰基因。中心基因分析和免疫浸润模式显示溶酶体活性、线粒体完整性和适应性免疫信号的趋同失调。机器学习优先级进一步确定了能够高精度区分疾病状态的生物标志物子集,增强了它们的转化潜力。本研究为T2DM和AS之间的联系提供了一个全面的分子框架,揭示了以前未被识别的溶酶体和线粒体途径,这些途径可能驱动它们的协同病理。已确定的生物标志物和免疫特征为T2DM合并动脉粥样硬化患者的早期诊断和靶向治疗开发提供了有希望的途径。
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Diabetes & vascular disease research
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