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Development of a Glycated Albumin-Based Algorithm to Evaluate Diabetic Retinopathy in Adults with Type 2 Diabetes: A Cross-Sectional Study at a Hospital-Affiliated Physical Examination Center. 基于糖化白蛋白的算法评估成人2型糖尿病视网膜病变的发展:医院附属体检中心的横断面研究
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.2147/DMSO.S567164
Jing Bai, Yu Liu, Fan Wang, Shan Yu, Yungang Pu, Baobin Luo, Qingchen Meng, Mingze Jin, Dongning Chen, Xiangyi Liu

Background: Early diagnosis and management of diabetic retinopathy are essential to avoid vision impairment. We explored different glycated albumin levels in patients with or without diabetic retinopathy, and further constructed a glycated albumin based-model to predict the presence of diabetic retinopathy.

Methods: This cross-sectional study, which was conducted at a physical examination center from June 2022 to June 2024, collected clinical information, laboratory test results, and information on diabetic retinopathy from type 2 diabetes adults. Least absolute shrinkage and selection operator regression was applied to select the variables associated with diabetic retinopathy, with optimal threshold determined by receiver operating characteristic curve analysis. Eight machine learning algorithms, including eXtreme Gradient Boosting, logistic regression, Light Gradient-Boosting Machine, random forest, adaptive boosting, K-nearest neighbors, support vector machine, and Gaussian naïve Bayes, were compared to select the model with the best performance in predicting the risk of diabetic retinopathy.

Results: Of the 809 eligible patients, 85 (10.5%) and 724 (89.5%) had or had no diabetic retinopathy. Glycated albumin and glycated hemoglobin levels were higher in patients with diabetic retinopathy than in those without diabetic retinopathy. Glycated albumin had satisfactory performance for predicting diabetic retinopathy (area under the curve 0.657 at a threshold of 18.0%). Multivariate regression logistic analysis revealed that glycated albumin was independently correlated with diabetic retinopathy. Machine learning algorithm analysis illustrated that the random forest model had the best performance in predicting the presence of diabetic retinopathy (area under the curve 0.648 and 0.725 in validation and final test sets, respectively). Both calibration curve and decision curve analyses suggested high clinical predication value and applicability for this model.

Conclusion: High glycated albumin levels were associated with diabetic retinopathy in patients with type 2 diabetes. A novel prediction model based on glycated albumin could be used to predict the risk of diabetic retinopathy.

背景:糖尿病视网膜病变的早期诊断和治疗对于避免视力损害至关重要。我们探讨了糖尿病视网膜病变患者与非糖尿病视网膜病变患者糖化白蛋白水平的差异,并进一步构建了糖化白蛋白模型来预测糖尿病视网膜病变的存在。方法:本横断面研究于2022年6月至2024年6月在某体检中心进行,收集2型糖尿病成人的临床资料、实验室检查结果和糖尿病视网膜病变信息。应用最小绝对收缩和选择算子回归选择与糖尿病视网膜病变相关的变量,通过受试者工作特征曲线分析确定最佳阈值。通过对eXtreme Gradient Boosting、logistic回归、Light Gradient-Boosting machine、随机森林、自适应Boosting、k近邻、支持向量机和高斯naïve Bayes等8种机器学习算法进行比较,选择预测糖尿病视网膜病变风险的最佳模型。结果:809例符合条件的患者中,85例(10.5%)和724例(89.5%)有或无糖尿病视网膜病变。糖尿病视网膜病变患者糖化白蛋白和糖化血红蛋白水平高于无糖尿病视网膜病变患者。糖化白蛋白预测糖尿病视网膜病变的效果令人满意(阈值为18.0%时曲线下面积为0.657)。多因素logistic回归分析显示糖化白蛋白与糖尿病视网膜病变独立相关。机器学习算法分析表明,随机森林模型对糖尿病视网膜病变的预测效果最好(验证集和最终测试集的曲线下面积分别为0.648和0.725)。校正曲线和决策曲线分析均表明该模型具有较高的临床预测价值和适用性。结论:2型糖尿病患者高糖化白蛋白水平与糖尿病视网膜病变相关。基于糖化白蛋白的新型预测模型可用于预测糖尿病视网膜病变的风险。
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引用次数: 0
Prevalence of Metabolic Syndrome in Iran: An Umbrella Review Across Diagnostic Criteria and Population Subgroups. 伊朗代谢综合征的患病率:诊断标准和人群亚组的综合评价。
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.2147/DMSO.S578458
Mojtaba Sepandi, Maryam Taghdir, Yousef Alimohamadi

Background: Metabolic Syndrome (MetS) is a significant public health concern globally, driven by factors like obesity and sedentary lifestyles. In Iran, numerous meta-analyses have estimated its prevalence, but results vary. This umbrella review aims to synthesize these findings to provide a definitive summary of MetS prevalence across both general and high-risk populations in Iran.

Methods: We systematically searched international (PubMed/Medline, Scopus, Web of Science) and Persian databases (SID, Magiran) for meta-analyses published between January 2014 and August 2025 reporting pooled MetS prevalence in Iranian populations. Data extraction covered overall prevalence, subgroup analyses (gender, diagnostic criteria, population risk strata), and study characteristics. Methodological quality was assessed using AMSTAR 2, and evidence quality was evaluated using GRADE framework. Meta-analysis of pooled estimates was performed using random-effects models.

Results: Nineteen meta-analyses comprising 119 prevalence estimates and 1,954,049 participants were included. The overall pooled prevalence of MetS in Iran was 30.4% (95% CI: 28.44-32.33). Prevalence was higher in females (33.05%) than in males (27.57%). The prevalence varied by diagnostic criteria, with the Joint Interim Statement (JIS) criteria yielding the highest estimate (36.47%), followed by the International Diabetes Federation (IDF) criteria (32.03%), and the NCEP-ATP III criteria (26.86%). High heterogeneity (I2 > 99%) was observed. The methodological quality of included studies was predominantly moderate, and the GRADE evidence quality for most outcomes was moderate.

Conclusion: Approximately one in three Iranian adults is affected by MetS, with disproportionately higher burden among women and specific high-risk populations. The choice of diagnostic criteria significantly influences prevalence estimates, and considerable heterogeneity across studies highlights the context-dependent nature of these findings. These results underscore the urgent need for targeted public health interventions and systematic screening strategies tailored to different population risk profiles.

Registration information: The study protocol was registered in the Prospero with ID, CRD420251182425.

背景:代谢综合征(MetS)是一个全球性的重大公共卫生问题,由肥胖和久坐不动的生活方式等因素驱动。在伊朗,许多荟萃分析估计了其流行程度,但结果各不相同。本综述旨在综合这些发现,提供伊朗普通人群和高危人群met患病率的明确总结。方法:我们系统地检索了国际(PubMed/Medline, Scopus, Web of Science)和波斯数据库(SID, Magiran) 2014年1月至2025年8月间发表的荟萃分析,报告了伊朗人群的met患病率。数据提取包括总体患病率、亚组分析(性别、诊断标准、人群风险层)和研究特征。采用AMSTAR 2评估方法学质量,采用GRADE框架评估证据质量。使用随机效应模型对汇总估计进行meta分析。结果:19项荟萃分析包括119项患病率估计和1,954,049名参与者。伊朗met的总总患病率为30.4% (95% CI: 28.44-32.33)。女性患病率(33.05%)高于男性(27.57%)。不同诊断标准的患病率不同,联合中期声明(JIS)标准的患病率最高(36.47%),其次是国际糖尿病联合会(IDF)标准(32.03%)和NCEP-ATP III标准(26.86%)。观察到高异质性(I2 bb0 99%)。纳入研究的方法学质量主要为中等,大多数结果的GRADE证据质量为中等。结论:大约三分之一的伊朗成年人患有MetS,女性和特定高危人群的负担更高。诊断标准的选择显著影响患病率估计,研究之间相当大的异质性突出了这些发现的环境依赖性。这些结果强调,迫切需要有针对性的公共卫生干预措施和针对不同人群风险概况的系统筛查策略。注册信息:本研究方案已在Prospero中注册,ID: CRD420251182425。
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引用次数: 0
Maternal Pre-Pregnancy Glycemic Status and Developmental Outcomes in Korean Children Aged 18-36 Months: A Nationwide Population-Based Cohort Study (2014-2021). 韩国18-36月龄儿童孕妇孕前血糖状态和发育结局:一项基于全国人群的队列研究(2014-2021)
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.2147/DMSO.S555935
Yeeun Han, Hye Won Park, Tae-Eun Kim, Sanghyun Park, Jinyoung Shin

Purpose: Maternal metabolic health is increasingly recognized as a critical factor influencing early childhood development. This study examined the relationship between maternal pre-pregnancy glycemic status and neurodevelopmental outcomes in early childhood using a large national cohort in Korea.

Patients and methods: We conducted a population-based retrospective cohort study using national health examination and Korean Developmental Screening Test data from 2014 to 2021. Maternal fasting plasma glucose levels measured within one year prior to conception through delivery were used to classify women into normal, prediabetes, and diabetes mellitus (DM) groups. Neurodevelopmental outcomes were assessed at 18-24 and 30-36 months across six domains: gross motor, fine motor, cognition, language, sociality, and self-care. Inverse probability of treatment weighting was applied to adjust for baseline differences and weighted relative risks (RRs) and 95% confidence intervals (CIs) were estimated.

Results: Among 258,367 mother-child dyads, both prediabetes and DM were associated with significantly increased risks of developmental delays in multiple domains. Offspring of mothers with DM exhibited significantly increased risks of developmental delay across all domains at both 18-24 and 30-36 months, with the highest risk observed for self-care at 30-36 months (RR 1.466, 95% CI 1.408-1.525). Children of mothers with prediabetes also demonstrated increased risks in cognition (RR 1.061, 95% CI 1.008-1.117) and self-care (RR 1.119, 95% CI 1.058-1.184) at 18-24 months. Additionally, statistically significant elevations were observed in gross motor (RR 1.101, 95% CI 1.037-1.169), language (RR 1.058, 95% CI 1.019-1.100), and sociality (RR 1.106, 95% CI 1.060-1.154) skills at 30-36 months.

Conclusion: Maternal pre-pregnancy glycemic abnormalities, even at the prediabetic level, were associated with an increased risk of developmental delays in early childhood. Optimizing maternal glycemic control prior to conception may promote more favorable developmental outcomes in offspring.

目的:产妇代谢健康越来越被认为是影响幼儿发育的关键因素。本研究在韩国进行了一项大型国家队列研究,研究了母亲孕前血糖状态与儿童早期神经发育结局之间的关系。患者和方法:我们使用2014年至2021年的国家健康检查和韩国发育筛查试验数据进行了一项基于人群的回顾性队列研究。孕妇从受孕到分娩前一年的空腹血糖水平被用来将妇女分为正常、糖尿病前期和糖尿病(DM)组。在18-24个月和30-36个月时,评估了六个领域的神经发育结果:大肌肉运动、精细运动、认知、语言、社交和自我护理。应用治疗加权的逆概率来调整基线差异,并估计加权相对危险度(rr)和95%置信区间(ci)。结果:在258,367对母子中,糖尿病前期和糖尿病在多个领域的发育迟缓风险均显著增加。糖尿病母亲的后代在18-24个月和30-36个月时所有领域的发育迟缓风险都显着增加,其中30-36个月的自我照顾风险最高(RR 1.466, 95% CI 1.408-1.525)。母亲患有前驱糖尿病的孩子在18-24个月时认知能力(RR 1.061, 95% CI 1.008-1.117)和自我护理(RR 1.119, 95% CI 1.058-1.184)的风险也增加。此外,在30-36个月时,观察到大运动(RR 1.101, 95% CI 1.037-1.169)、语言(RR 1.058, 95% CI 1.019-1.100)和社交(RR 1.106, 95% CI 1.060-1.154)技能有统计学意义上的显著提高。结论:孕妇孕前血糖异常,甚至在糖尿病前期水平,与儿童早期发育迟缓的风险增加有关。在受孕前优化母亲的血糖控制可能会促进后代更有利的发育结果。
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引用次数: 0
Association of the Triglyceride Glucose Index and Epicardial Adipose Tissue with Type 2 Diabetes Mellitus Complicated by Coronary Atherosclerotic Heart Disease. 甘油三酯葡萄糖指数和心外膜脂肪组织与2型糖尿病合并冠状动脉粥样硬化性心脏病的关系
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.2147/DMSO.S566381
Binbin Liu, Juan Du, Ziru Niu, Qiang Lu

Background: To examine the role of the triglyceride glucose(TyG) index and epicardial adipose tissue(EAT) in the progression of type 2 diabetes mellitus (T2DM) with concurrent coronary atherosclerotic heart disease(CHD), thereby establishing a theoretical foundation for early clinical intervention in CHD among T2DM patients.

Methods: This retrospective study analysed 96 patients with T2DM who underwent Coronary CT angiography at the Department of Endocrinology, Qinhuangdao First Hospital, between January 2020 and June 2023. Participants were categorised into two groups: those with T2DM and CHD (n=48) and those with T2DM alone (n=48). Clinical indicators were compared between the groups. Logistic regression analysis assessed the association between T2DM with CHD and both the TyG index and EAT. Receiver operating characteristic (ROC) curve analysis evaluated the predictive value of these parameters.

Results: Significant differences (P < 0.05) were found between the two groups in weight, uric acid(UA), triglycerides(TG), high-density lipoprotein cholesterol (HDL-C), epicardial adipose tissue volume (EATV) and the TyG index. Multivariate analysis identified both EATV and the TyG index as independent risk factors for T2DM complicated by CHD (P < 0.05). ROC curve analysis demonstrated that both EATV and TyG index showed statistically significant predictive power for CHD development in T2DM patients (P<0.05). The EATV exhibited an AUC of 0.739 with a predictive cut-off value of 128.45 mL (sensitivity 66.7%, specificity 72.9%). The TyG index demonstrated an AUC of 0.724 with a predictive cut-off value of 9.47 (sensitivity 58.3%, specificity 81.2%).

Conclusion: The TyG index and EAT are significant risk factors for CHD in T2DM patients. These findings provide a theoretical basis for early screening, monitoring, and clinical intervention in this population.

背景:探讨甘油三酯葡萄糖(TyG)指数和心外膜脂肪组织(EAT)在2型糖尿病(T2DM)并发冠心病(CHD)进展中的作用,为T2DM患者冠心病的早期临床干预奠定理论基础。方法:本回顾性研究分析了2020年1月至2023年6月在秦皇岛第一医院内分泌科接受冠状动脉CT血管造影的96例T2DM患者。参与者被分为两组:T2DM合并冠心病组(n=48)和T2DM单独组(n=48)。比较两组临床指标。Logistic回归分析评估T2DM合并冠心病与TyG指数和EAT之间的关系。受试者工作特征(ROC)曲线分析评价这些参数的预测价值。结果:两组患者体重、尿酸(UA)、甘油三酯(TG)、高密度脂蛋白胆固醇(HDL-C)、心外膜脂肪组织体积(EATV)、TyG指数比较,差异均有统计学意义(P < 0.05)。多因素分析发现,EATV和TyG指数是T2DM合并冠心病的独立危险因素(P < 0.05)。ROC曲线分析显示,EATV和TyG指数对T2DM患者冠心病发展的预测能力均具有统计学意义(p)。结论:TyG指数和EAT是T2DM患者冠心病的重要危险因素。这些发现为该人群的早期筛查、监测和临床干预提供了理论基础。
{"title":"Association of the Triglyceride Glucose Index and Epicardial Adipose Tissue with Type 2 Diabetes Mellitus Complicated by Coronary Atherosclerotic Heart Disease.","authors":"Binbin Liu, Juan Du, Ziru Niu, Qiang Lu","doi":"10.2147/DMSO.S566381","DOIUrl":"https://doi.org/10.2147/DMSO.S566381","url":null,"abstract":"<p><strong>Background: </strong>To examine the role of the triglyceride glucose(TyG) index and epicardial adipose tissue(EAT) in the progression of type 2 diabetes mellitus (T2DM) with concurrent coronary atherosclerotic heart disease(CHD), thereby establishing a theoretical foundation for early clinical intervention in CHD among T2DM patients.</p><p><strong>Methods: </strong>This retrospective study analysed 96 patients with T2DM who underwent Coronary CT angiography at the Department of Endocrinology, Qinhuangdao First Hospital, between January 2020 and June 2023. Participants were categorised into two groups: those with T2DM and CHD (n=48) and those with T2DM alone (n=48). Clinical indicators were compared between the groups. Logistic regression analysis assessed the association between T2DM with CHD and both the TyG index and EAT. Receiver operating characteristic (ROC) curve analysis evaluated the predictive value of these parameters.</p><p><strong>Results: </strong>Significant differences (P < 0.05) were found between the two groups in weight, uric acid(UA), triglycerides(TG), high-density lipoprotein cholesterol (HDL-C), epicardial adipose tissue volume (EATV) and the TyG index. Multivariate analysis identified both EATV and the TyG index as independent risk factors for T2DM complicated by CHD (P < 0.05). ROC curve analysis demonstrated that both EATV and TyG index showed statistically significant predictive power for CHD development in T2DM patients (P<0.05). The EATV exhibited an AUC of 0.739 with a predictive cut-off value of 128.45 mL (sensitivity 66.7%, specificity 72.9%). The TyG index demonstrated an AUC of 0.724 with a predictive cut-off value of 9.47 (sensitivity 58.3%, specificity 81.2%).</p><p><strong>Conclusion: </strong>The TyG index and EAT are significant risk factors for CHD in T2DM patients. These findings provide a theoretical basis for early screening, monitoring, and clinical intervention in this population.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"19 ","pages":"566381"},"PeriodicalIF":3.0,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12998298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147484936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Electroacupuncture Alleviates Oxidative Stress and Cuproptosis in Metabolic Dysfunction-Associated Steatotic Liver Disease Mice Through Activation of the NRF2/ARE Pathway. 电针通过激活NRF2/ARE通路减轻代谢功能障碍相关脂肪变性肝病小鼠的氧化应激和铜变
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-06 eCollection Date: 2026-01-01 DOI: 10.2147/DMSO.S568066
Junyuan Deng, Cai Liao, Hejing Liu, Xin Tang, Yan Yang, Yunhao Yang, Xiao Guo, Shanshan Zhang, Kehan Xing, Mei Liao, Chenglin Tang

Purpose: Oxidative stress and the newly characterized mode of regulated cell death, cuproptosis, drive the progression of metabolic dysfunction-associated steatotic liver disease (MASLD). Electroacupuncture (EA) is a promising non-drug treatment, but its mechanisms are unclear. This study investigated the benefits of EA in a high-fat diet (HFD)-induced MASLD mouse model, focusing on the NRF2/ARE pathway, cuproptosis, and the gut-liver axis.

Methods: MASLD was established in C57BL/6J mice via a 16-week HFD. Mice were arbitrarily categorized into four groups: control (C, normal chow diet), model (M, HFD), EA (HFD + EA), and EA plus NRF2 inhibitor (EM, HFD + EA + inhibitor). A 4-week intervention was then conducted. Post-intervention, body weight alterations were tracked, and serum, liver tissue, and fecal specimens were gathered for subsequent examination.

Results: EA treatment significantly improved the metabolic profile, reducing body weight, lipids, and hepatic inflammation. It attenuated oxidative stress by enhancing antioxidant capacity and activated the NRF2/ARE pathway. EA also modulated cuproptosis-related genes (upregulating dihydrolipoamide S-acetyltransferase (Dlat), downregulating solute carrier family 31 member 1 (Slc31a1), ferredoxin reductase (Fdx1), and heat shock protein 70 (Hsp70)). Furthermore, EA remodeled the gut microbiota (increasing Limosilactobacillusand Ligilactobacillus) and elevated related metabolites.

Conclusion: EA ameliorates MASLD through multiple mechanisms, including regulating lipid metabolism, attenuating inflammation and oxidative stress, activating NRF2, suppressing cuproptosis, and altering the gut-liver axis, collectively contributing to hepatic improvement.

目的:氧化应激和新发现的受调节的细胞死亡模式,铜protosis,驱动代谢功能障碍相关脂肪变性肝病(MASLD)的进展。电针(EA)是一种很有前途的非药物治疗方法,但其机制尚不清楚。本研究探讨了EA对高脂肪饮食(HFD)诱导的MASLD小鼠模型的益处,重点关注NRF2/ARE途径、铜protosis和肠肝轴。方法:C57BL/6J小鼠经16周HFD建立MASLD。将小鼠随机分为4组:对照组(C,正常鼠粮)、模型组(M, HFD)、EA组(HFD + EA)和EA + NRF2抑制剂组(EM, HFD + EA +抑制剂)。然后进行为期4周的干预。干预后,追踪体重变化,收集血清、肝组织和粪便标本进行后续检查。结果:EA治疗显著改善了代谢谱,降低了体重、血脂和肝脏炎症。它通过增强抗氧化能力和激活NRF2/ARE通路来减轻氧化应激。EA还调节了铜纤维化相关基因(上调二氢脂酰胺s-乙酰转移酶(Dlat),下调溶质载体家族31成员1 (Slc31a1)、铁氧还蛋白还原酶(Fdx1)和热休克蛋白70 (Hsp70))。此外,EA重塑了肠道微生物群(增加了Limosilactobacillusand liilactobacillus)和升高了相关代谢物。结论:EA通过调节脂质代谢、减轻炎症和氧化应激、激活NRF2、抑制铜protosis、改变肠肝轴等多种机制改善MASLD,共同促进肝脏改善。
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引用次数: 0
Linear Inverse Association Between Triglyceride Glucose-Body Mass Index and Osteoporosis in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study. 2型糖尿病患者甘油三酯-葡萄糖-体重指数与骨质疏松呈线性负相关:一项横断面研究
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-06 eCollection Date: 2026-01-01 DOI: 10.2147/DMSO.S569521
Lingfan Zhou, Fengjiao Zhang, Zhenwei Wang, Zhiqiang Kang

Aim: This study was to evaluate the association between triglyceride glucose-body mass index (TyG-BMI) and osteoporosis in patients with type 2 diabetes mellitus (T2DM).

Methods: In this cross-sectional study, 892 patients with T2DM hospitalized at Zhengrzhou Central Hospital between April 2024 and March 2025 were included. Participants were grouped into TyG-BMI tertiles (T1 ≤ 209.31, T2 209.31-243.39, T3 > 243.39). Logistic regression analysis, subgroup and sensitivity analyses, receiver operating characteristic (ROC) curve analysis, and restricted cubic spline (RCS) modeling were performed to evaluate the relationship between TyG-BMI and osteoporosis.

Results: After adjusting for potential confounders, each one-unit increase in TyG-BMI was associated with a 1.5% lower odds of osteoporosis (OR = 0.985, 95% CI: 0.978-0.992). Compared with T1, the odds of osteoporosis were significantly reduced in T2 and T3 (T2: OR = 0.565, 95% CI: 0.352-0.908; T3: OR = 0.322, 95% CI: 0.167-0.620). Subgroup analyses confirmed that the inverse association remained stable across most demographic and clinical strata. Sensitivity analyses further supported this trend: participants in the highest TyG-BMI quartile had a 74.8% lower risk of osteoporosis compared with those in the lowest quartile. Individuals with TyG-BMI above the median also showed a markedly reduced osteoporosis risk. ROC analysis showed TyG-BMI had a higher predictive value (AUC = 0.657) for osteoporosis than TyG index (AUC = 0.554) or BMI (AUC = 0.647) alone. RCS analysis indicated a significant linear negative relationship without evidence of nonlinearity (P for nonlinearity = 0.720).

Conclusion: Higher TyG-BMI levels are inversely associated with the risk of osteoporosis in patients with T2DM.

目的:本研究旨在评估2型糖尿病(T2DM)患者甘油三酯葡萄糖体重指数(TyG-BMI)与骨质疏松症的关系。方法:选取郑州市中心医院2024年4月至2025年3月住院的T2DM患者892例为研究对象。将参与者分为TyG-BMI三组(T1≤209.31,T2≤209.31-243.39,T3≤243.39)。采用Logistic回归分析、亚组分析和敏感性分析、受试者工作特征(ROC)曲线分析和限制性三次样条(RCS)建模来评价TyG-BMI与骨质疏松症的关系。结果:在调整潜在混杂因素后,TyG-BMI每增加一个单位,骨质疏松症的发生率降低1.5% (OR = 0.985, 95% CI: 0.978-0.992)。与T1相比,T2和T3时骨质疏松的发生率显著降低(T2: OR = 0.565, 95% CI: 0.352 ~ 0.908; T3: OR = 0.322, 95% CI: 0.167 ~ 0.620)。亚组分析证实,在大多数人口统计学和临床阶层中,负相关关系保持稳定。敏感性分析进一步支持了这一趋势:TyG-BMI最高四分位数的参与者患骨质疏松症的风险比最低四分位数的参与者低74.8%。TyG-BMI高于中位数的个体也显示骨质疏松症风险显著降低。ROC分析显示,TyG-BMI对骨质疏松的预测价值(AUC = 0.657)高于单独使用TyG指数(AUC = 0.554)或BMI (AUC = 0.647)。RCS分析显示两者呈显著的线性负相关,无非线性证据(非线性P = 0.720)。结论:较高的TyG-BMI水平与T2DM患者骨质疏松的风险呈负相关。
{"title":"Linear Inverse Association Between Triglyceride Glucose-Body Mass Index and Osteoporosis in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study.","authors":"Lingfan Zhou, Fengjiao Zhang, Zhenwei Wang, Zhiqiang Kang","doi":"10.2147/DMSO.S569521","DOIUrl":"https://doi.org/10.2147/DMSO.S569521","url":null,"abstract":"<p><strong>Aim: </strong>This study was to evaluate the association between triglyceride glucose-body mass index (TyG-BMI) and osteoporosis in patients with type 2 diabetes mellitus (T2DM).</p><p><strong>Methods: </strong>In this cross-sectional study, 892 patients with T2DM hospitalized at Zhengrzhou Central Hospital between April 2024 and March 2025 were included. Participants were grouped into TyG-BMI tertiles (T1 ≤ 209.31, T2 209.31-243.39, T3 > 243.39). Logistic regression analysis, subgroup and sensitivity analyses, receiver operating characteristic (ROC) curve analysis, and restricted cubic spline (RCS) modeling were performed to evaluate the relationship between TyG-BMI and osteoporosis.</p><p><strong>Results: </strong>After adjusting for potential confounders, each one-unit increase in TyG-BMI was associated with a 1.5% lower odds of osteoporosis (OR = 0.985, 95% CI: 0.978-0.992). Compared with T1, the odds of osteoporosis were significantly reduced in T2 and T3 (T2: OR = 0.565, 95% CI: 0.352-0.908; T3: OR = 0.322, 95% CI: 0.167-0.620). Subgroup analyses confirmed that the inverse association remained stable across most demographic and clinical strata. Sensitivity analyses further supported this trend: participants in the highest TyG-BMI quartile had a 74.8% lower risk of osteoporosis compared with those in the lowest quartile. Individuals with TyG-BMI above the median also showed a markedly reduced osteoporosis risk. ROC analysis showed TyG-BMI had a higher predictive value (AUC = 0.657) for osteoporosis than TyG index (AUC = 0.554) or BMI (AUC = 0.647) alone. RCS analysis indicated a significant linear negative relationship without evidence of nonlinearity (P for nonlinearity = 0.720).</p><p><strong>Conclusion: </strong>Higher TyG-BMI levels are inversely associated with the risk of osteoporosis in patients with T2DM.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"19 ","pages":"569521"},"PeriodicalIF":3.0,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12998339/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147485036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Integrative Genetic Analysis of DPP4-Related Variants Reveals Risk Patterns for Type 2 Diabetes and Cardiometabolic Comorbidities. dpp4相关变异的综合遗传分析揭示了2型糖尿病和心脏代谢合并症的风险模式
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-01 eCollection Date: 2025-01-01 DOI: 10.2147/DMSO.S577700
Shuangxin Wu, Chao Zuo, Chuan Bai, Qi Chen, Yongchao Qiao, Nan Zhou, Qiang Xiao

Background: Hypertension (HTN) and dyslipidemia (DYS) frequently complicate type 2 diabetes mellitus (T2DM), increasing cardiovascular risk. Genetic variation within the DPP4-ABCC8-INSR-IGF1 axis may underlie this clustering.

Methods: A total of 444 T2DM patients were stratified into T2DM (n = 256), T2DM with HTN (T2MH, n = 134), and T2DM with HTN and DYS (T2MH-DYS, n = 54). Six single nucleotide polymorphisms (SNPs) were genotyped, and associations were assessed by logistic regression and haplotype analysis with Bonferroni correction.

Results: Clinical profiling showed higher C-reactive protein (CRP) and adrenocorticotropic hormone (ACTH) in T2MH and more severe metabolic derangements in T2MH-DYS. DPP4 rs3788979 was strongly linked to hypertension: CT (adjusted OR = 0.370, P = 0.001) and CC (adjusted OR = 0.424, P = 0.001) were protective versus TT, while in the T2MH vs T2MH-DYS comparison, the same CT and CC genotypes conferred increased dyslipidemia risk (adjusted OR = 5.418, P = 0.001; OR = 5.620, P = 0.002). In the comparison between T2DM and T2MH-DYS, the same genotypes also increase the susceptibility risk. IGF1 rs972936 TC genotype also reduced T2MH risk (adjusted OR = 0.460, P = 0.006). Haplotype analysis identified GAATGT as protective against hypertension (OR = 0.312, P = 0.0014) and GACCGT as a risk haplotype for dyslipidemia (OR = 4.113, P = 0.0021); both remained significant after Bonferroni correction.

Conclusion: Variants within the DPP4 axis influence susceptibility to HTN and DYS in T2DM, with GAATGT and GACCGT emerging as robust haplotype markers. Notably, the risk conferred by DPP4 rs3788979 genotypes was modulated by lipid status: CT/CC were protective against hypertension alone but became risk factors when dyslipidemia co-occurred.

背景:高血压(HTN)和血脂异常(DYS)常并发2型糖尿病(T2DM),增加心血管风险。DPP4-ABCC8-INSR-IGF1轴内的遗传变异可能是这种聚类的基础。方法:444例T2DM患者分为T2DM (n = 256)、T2DM合并HTN (T2MH, n = 134)、T2DM合并HTN和DYS (T2MH-DYS, n = 54)。对6个单核苷酸多态性(snp)进行基因分型,并通过逻辑回归和单倍型分析(Bonferroni校正)评估相关性。结果:临床分析显示T2MH患者c反应蛋白(CRP)和促肾上腺皮质激素(ACTH)较高,T2MH- dys患者代谢紊乱更严重。DPP4 rs3788979与高血压密切相关:CT(校正OR = 0.370, P = 0.001)和CC(校正OR = 0.424, P = 0.001)与TT相比具有保护作用,而在T2MH与T2MH- dys的比较中,相同的CT和CC基因型会增加血脂异常的风险(校正OR = 5.418, P = 0.001; OR = 5.620, P = 0.002)。在T2DM和T2MH-DYS的比较中,相同的基因型也增加了易感风险。IGF1 rs972936 TC基因型也降低T2MH风险(调整后OR = 0.460, P = 0.006)。单倍型分析发现,GAATGT对高血压有保护作用(OR = 0.312, P = 0.0014), GACCGT是血脂异常的危险单倍型(OR = 4.113, P = 0.0021);在Bonferroni修正后两者都保持显著。结论:DPP4轴内的变异影响T2DM患者对HTN和DYS的易感性,其中GAATGT和GACCGT成为强大的单倍型标记。值得注意的是,DPP4 rs3788979基因型所带来的风险是由脂质状态调节的:CT/CC单独对高血压有保护作用,但当血脂异常同时发生时,就成为危险因素。
{"title":"Integrative Genetic Analysis of DPP4-Related Variants Reveals Risk Patterns for Type 2 Diabetes and Cardiometabolic Comorbidities.","authors":"Shuangxin Wu, Chao Zuo, Chuan Bai, Qi Chen, Yongchao Qiao, Nan Zhou, Qiang Xiao","doi":"10.2147/DMSO.S577700","DOIUrl":"10.2147/DMSO.S577700","url":null,"abstract":"<p><strong>Background: </strong>Hypertension (HTN) and dyslipidemia (DYS) frequently complicate type 2 diabetes mellitus (T2DM), increasing cardiovascular risk. Genetic variation within the <i>DPP4</i>-<i>ABCC8</i>-<i>INSR</i>-<i>IGF1</i> axis may underlie this clustering.</p><p><strong>Methods: </strong>A total of 444 T2DM patients were stratified into T2DM (n = 256), T2DM with HTN (T2MH, n = 134), and T2DM with HTN and DYS (T2MH-DYS, n = 54). Six single nucleotide polymorphisms (SNPs) were genotyped, and associations were assessed by logistic regression and haplotype analysis with Bonferroni correction.</p><p><strong>Results: </strong>Clinical profiling showed higher C-reactive protein (CRP) and adrenocorticotropic hormone (ACTH) in T2MH and more severe metabolic derangements in T2MH-DYS. DPP4 rs3788979 was strongly linked to hypertension: CT (adjusted OR = 0.370, <i>P</i> = 0.001) and CC (adjusted OR = 0.424, <i>P</i> = 0.001) were protective versus TT, while in the T2MH vs T2MH-DYS comparison, the same CT and CC genotypes conferred increased dyslipidemia risk (adjusted OR = 5.418, <i>P</i> = 0.001; OR = 5.620, <i>P</i> = 0.002). In the comparison between T2DM and T2MH-DYS, the same genotypes also increase the susceptibility risk. IGF1 rs972936 TC genotype also reduced T2MH risk (adjusted OR = 0.460, <i>P</i> = 0.006). Haplotype analysis identified GAATGT as protective against hypertension (OR = 0.312, <i>P</i> = 0.0014) and GACCGT as a risk haplotype for dyslipidemia (OR = 4.113, <i>P</i> = 0.0021); both remained significant after Bonferroni correction.</p><p><strong>Conclusion: </strong>Variants within the DPP4 axis influence susceptibility to HTN and DYS in T2DM, with GAATGT and GACCGT emerging as robust haplotype markers. Notably, the risk conferred by DPP4 rs3788979 genotypes was modulated by lipid status: CT/CC were protective against hypertension alone but became risk factors when dyslipidemia co-occurred.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4843-4858"},"PeriodicalIF":3.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12769097/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145917257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 GGT/HDL-C Ratio and Diabetic Kidney Disease in Patients with Type-2 Diabetes Mellitus. 2型糖尿病患者GGT/HDL-C比值与糖尿病肾病的关系
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-12-31 eCollection Date: 2025-01-01 DOI: 10.2147/DMSO.S581025
Chenhuai Teng, Hao Lin, Jing Xu, Xiaoying Wu

Purpose: The ratio of gamma-glutamyl transferase (GGT) to high-density lipoprotein cholesterol (HDL-C) (GHR) represents a novel non-insulin-based biomarker for evaluating the risk of NAFLD and T2DM. However, its correlation with diabetic kidney disease (DKD) remains unexplored. This study aims to explore the association between GHR and DKD in patients with T2DM.

Patients and methods: In this cross-sectional study, 2798 patients diagnosed as T2DM admitted to the hospital from 2018 to 2023 were assessed. The analysis was conducted through restricted cubic spline (RCS) and logistic regression methodologies, complemented by additional stratified and interaction analyses.

Results: As the quartiles of GHR increase, there is a notable increase in the prevalence of DKD, with the rates of 43.2%, 47.2%, 52.1%, and 57.4%, respectively. Logistic regression analysis showed a positive association between GHR and DKD (OR=1.17, 95% CI: 1.05-1.30), which was consistently observed across all subgroups through stratified analysis. RCS analysis identified an inverted L-shaped association, with an inflection point at 84.5. Additionally, AUC for GHR (AUC = 0.637, 95% CI: 0.616-0.657) was significantly higher compared to those of GGT and HDL alone.

Conclusion: GHR exhibits a positive association with the risk of DKD, underscoring its potential utility as a cost-effective biomarker for stratifying the risk of DKD.

目的:γ -谷氨酰转移酶(GGT)与高密度脂蛋白胆固醇(HDL-C) (GHR)的比值是评估NAFLD和T2DM风险的一种新的非胰岛素基础生物标志物。然而,其与糖尿病肾病(DKD)的相关性尚不清楚。本研究旨在探讨T2DM患者GHR与DKD之间的关系。患者和方法:在本横断面研究中,对2018年至2023年住院的2798例诊断为T2DM的患者进行了评估。分析通过限制三次样条(RCS)和逻辑回归方法进行,并辅以额外的分层和相互作用分析。结果:随着GHR四分位数的增加,DKD患病率明显增加,分别为43.2%、47.2%、52.1%和57.4%。Logistic回归分析显示GHR与DKD呈正相关(OR=1.17, 95% CI: 1.05-1.30),通过分层分析在所有亚组中一致观察到。RCS分析发现了一个倒l型的关联,拐点在84.5。此外,GHR的AUC (AUC = 0.637, 95% CI: 0.616-0.657)明显高于单独使用GGT和HDL的AUC。结论:GHR与DKD风险呈正相关,强调了其作为DKD风险分层的具有成本效益的生物标志物的潜在效用。
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引用次数: 0
Single-Cell Sequencing Uncovers a TMSB10-Expressing Fibroblast Subpopulation Driving Renal Fibrosis in Diabetic Nephropathy. 单细胞测序揭示表达tmsb10的成纤维细胞亚群驱动糖尿病肾病肾纤维化
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-12-31 eCollection Date: 2025-01-01 DOI: 10.2147/DMSO.S559695
Zihan Qin, Xiaoli Huang, Ke Du, Liexiang Zhang, Xiaohong Xu, Yuepeng Fang

Introduction: Diabetic nephropathy (DN) is a leading cause of end-stage kidney disease (ESKD), with renal fibrosis as a key pathological hallmark. However, the cellular and molecular drivers of fibrosis remain incompletely defined. Here, we employed single-cell RNA sequencing (scRNA-seq) to delineate pro-fibrotic cell subsets and their key regulatory factors in human DN kidneys, providing a higher-resolution view compared to previous fibrosis-related scRNA-seq studies.

Methods: Publicly available scRNA-seq datasets from human DN and control kidneys were analyzed to identify fibrosis-associated fibroblast subsets. A Tmsb10-high fibroblast population was prioritized. Functional validation was performed through Tmsb10 knockdown in NIH-3T3 fibroblasts and in a diabetic mouse model, followed by assessment of fibrosis markers, extracellular matrix (ECM) deposition, and TGF-β/SMAD signaling.

Results: scRNA-seq revealed a significant expansion of Tmsb10-high fibroblasts in DN kidneys, exhibiting strong enrichment of ECM-related and TGF-β/SMAD-responsive genes. Tmsb10 knockdown reduced Fn1, Col1a1, and α-Sma expression by approximately 50-70% and markedly attenuated ECM accumulation in vivo. Mechanistically, TMSB10 deficiency suppressed phosphorylation of SMAD2/3, mitigating fibroblast activation and matrix deposition.

Discussion: This study identifies TMSB10 as a novel fibroblast-specific regulator of renal fibrosis in DN, acting through the TGF-β/SMAD pathway. These findings expand current understanding of fibroblast heterogeneity and highlight TMSB10 as a potential therapeutic target for DN and other fibrotic diseases. Limitations include validation in a limited sample size and the use of murine fibroblast models, warranting further confirmation in human primary cells.

导读:糖尿病肾病(DN)是终末期肾病(ESKD)的主要原因,肾纤维化是一个关键的病理标志。然而,纤维化的细胞和分子驱动因素仍未完全确定。在这里,我们使用单细胞RNA测序(scRNA-seq)来描绘人类DN肾脏的促纤维化细胞亚群及其关键调节因子,与之前的纤维化相关scRNA-seq研究相比,提供了更高分辨率的视图。方法:分析来自人DN和对照肾脏的公开可用scRNA-seq数据集,以鉴定纤维化相关的成纤维细胞亚群。优先选择tmsb10高的成纤维细胞群体。通过在NIH-3T3成纤维细胞和糖尿病小鼠模型中敲除Tmsb10进行功能验证,随后评估纤维化标志物、细胞外基质(ECM)沉积和TGF-β/SMAD信号。结果:scRNA-seq结果显示,DN肾脏中Tmsb10-high的成纤维细胞显著扩增,ecm相关基因和TGF-β/ smad应答基因强烈富集。Tmsb10的敲低使Fn1、Col1a1和α-Sma的表达降低了约50-70%,并显著减少了体内ECM的积累。机制上,TMSB10缺乏抑制SMAD2/3的磷酸化,减轻成纤维细胞的活化和基质沉积。讨论:本研究确定TMSB10是一种新的肾纤维化成纤维细胞特异性调节剂,通过TGF-β/SMAD途径起作用。这些发现扩大了目前对成纤维细胞异质性的理解,并突出了TMSB10作为DN和其他纤维化疾病的潜在治疗靶点。局限性包括在有限的样本量中验证和使用小鼠成纤维细胞模型,需要在人类原代细胞中进一步确认。
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引用次数: 0
Maternal Nutrition, Toxicants, and Epigenetic Programming of Obesity Across Generations. 母亲营养、毒物和跨代肥胖的表观遗传程序。
IF 3 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-12-31 eCollection Date: 2025-01-01 DOI: 10.2147/DMSO.S579409
Esther Ugo Alum, Henry Egi Aloh, David Chukwu Obasi, Prince Nkemakolam Okoroh, Ugonna Cassandra Aniokete, Akunna Perpetua Emeruwa

Background: The developmental origins of health and disease (DOHaD) framework highlights the importance of the intrauterine environment in shaping lifelong health outcomes. Maternal nutrition, toxic exposures, and epigenetic reprogramming are key factors influencing offspring susceptibility to obesity and cardiometabolic disorders. However, prior reviews have typically addressed nutrition and toxicants separately, limiting insights into their combined effects on the fetal epigenome. This review integrates current evidence on how maternal nutrition and toxicant exposures converge through epigenetic mechanisms to influence obesity risk, while outlining translational opportunities for mitigating intergenerational metabolic disease.

Methods: A narrative review was conducted of studies published from 2000 to 2025, sourced from PubMed, Scopus, and Web of Science, supplemented by manual screening. Search terms included maternal nutrition, environmental toxicants, epigenetic mechanisms, and offspring obesity outcomes. Studies on animal models, human cohorts, and intervention trials were included, focusing on links between maternal exposures, epigenetic changes, and metabolic disease.

Results: Maternal dietary imbalances, such as deficiencies in one-carbon donors or excess caloric intake, cause persistent epigenetic changes on genes regulating adipogenesis and energy homeostasis, increasing offspring obesity risk. Prenatal exposure to environmental toxicants, including endocrine disruptors and heavy metals, amplifies these vulnerabilities by altering DNA methylation, histone modifications, and noncoding RNA networks. Combined nutritional deficits and toxicant exposures, particularly in low- and middle-income countries (LMICs), create a "dual burden" that intensifies epigenetic instability. Nutrients like methyl donors and antioxidants may mitigate toxicant-induced epimutations, offering potential for precision maternal nutrition interventions.

Conclusion: Maternal nutrition and toxicant exposures interact through epigenetic mechanisms to program obesity and related diseases. Addressing these factors through precision nutrition, stricter environmental regulations, and early-life epigenetic biomarkers offers promising prevention strategies. Large, diverse, multi-generational cohorts and multi-omics approaches are needed to strengthen causal inference and inform equitable policies to break the intergenerational cycle of metabolic disease.

背景:健康和疾病的发育起源(DOHaD)框架强调了宫内环境在塑造终身健康结果中的重要性。母体营养、有毒物质暴露和表观遗传重编程是影响后代对肥胖和心脏代谢疾病易感性的关键因素。然而,先前的评论通常是单独讨论营养和毒物,限制了对它们对胎儿表观基因组的综合影响的见解。这篇综述整合了目前关于母体营养和毒物暴露如何通过表观遗传机制汇聚影响肥胖风险的证据,同时概述了减轻代谢性疾病的转化机会。方法:对2000年至2025年发表的研究进行叙述性回顾,来源包括PubMed、Scopus和Web of Science,并辅以人工筛选。搜索词包括母体营养、环境毒物、表观遗传机制和后代肥胖结果。研究包括动物模型、人类队列和干预试验,重点关注母体暴露、表观遗传变化和代谢性疾病之间的联系。结果:母体饮食失衡,如单碳供体缺乏或热量摄入过多,会导致调节脂肪生成和能量稳态的基因持续发生表观遗传变化,增加后代肥胖风险。产前暴露于环境毒物,包括内分泌干扰物和重金属,通过改变DNA甲基化、组蛋白修饰和非编码RNA网络,放大了这些脆弱性。特别是在低收入和中等收入国家(LMICs),营养缺乏和毒物暴露的结合造成了“双重负担”,加剧了表观遗传的不稳定性。像甲基供体和抗氧化剂这样的营养物质可能会减轻有毒物质引起的过敏反应,为精确的孕产妇营养干预提供了可能。结论:母体营养和毒物暴露通过表观遗传机制相互作用,导致肥胖和相关疾病。通过精确营养、更严格的环境法规和早期表观遗传生物标志物来解决这些因素,提供了有希望的预防策略。需要大规模、多样化、多代群体和多组学方法来加强因果推理,并为公平政策提供信息,以打破代谢性疾病的代际循环。
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引用次数: 0
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Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy
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