首页 > 最新文献

Diabetes research and clinical practice最新文献

英文 中文
Reproductive factors, insulin resistance surrogate indices, and circadian syndrome among middle-aged and elderly women a mediation analysis using two-national cohorts. 生殖因素、胰岛素抵抗替代指标和中老年妇女的昼夜节律综合征:两国队列的中介分析
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-06 DOI: 10.1016/j.diabres.2026.113141
Linli Liu, Jun Lin, LinHong Li, Sanshan Wu, Zhang Shen, JinHua Chen, Y Peng, Minlan Lin, Xiafei Ye, Danru Chen, Quping Tan

Aims: We investigated the mediation effects of seven insulin resistance(IR) indices: triglyceride glucose (TyG), triglyceride glucose-waist to height ratio (TyG-WHtR), triglyceride glucose-waist circumference (TyG-WC), estimated glucose disposal rate (eGDR), metabolic score for IR, lipid accumulation product (LAP), and Chinese visceral adiposity index (CVAI) on the associations between reproductive factors and circadian syndrome (CircS) in middle-aged and elderly women.

Methods: This study was conducted using the China Health and Retirement Longitudinal Study (CHARLS) as training set and the English Longitudinal Study on Aging (ELSA) as validation set, with baseline non-CircS individuals. Regression models established causal relationships between reproductive factors and incident CircS. Mediation analysis quantified IR mediation effects. Receiver operating characteristic curves evaluated IR indices' predictive capacity.

Results: The incidence of new-onset CircS was 465 (15.94%) in CHARLS and 291 (11.89%) in ELSA, respectively. The CircS incidence was higher in earlier age at menarche or menopause. Mediation analyses revealed that TyG, TyG-WHtR, TyG-WC, LAP, CVAI, and eGDR mediated the menarche-CircS association, with TyG-WHtR accounting for 14.3% of the mediating effect. The TyG-WHtR cutoff value for predicting CircS was identified 4.507 for early menarche.

Conclusion: Significant inverse relationships were observed between early age at menarche/menopause and increased CircS risk, with IR largely mediating these associations.

目的:研究甘油三酯葡萄糖(TyG)、甘油三酯葡萄糖-腰高比(TyG- whtr)、甘油三酯葡萄糖-腰围(TyG- wc)、估计葡萄糖处理率(eGDR)、IR代谢评分、脂质积累产物(LAP)和中国内脏脂肪指数(CVAI)等7项胰岛素抵抗(IR)指标在中老年妇女生殖因素与昼夜节律综合征(CircS)之间的中介作用。方法:本研究采用中国健康与退休纵向研究(CHARLS)作为训练集,英国老龄化纵向研究(ELSA)作为验证集,以基线非circs个体为研究对象。回归模型建立了生殖因素与事件CircS之间的因果关系。中介分析量化了IR中介效应。受试者工作特征曲线评价红外指标的预测能力。结果:CHARLS组新发CircS发生率为465例(15.94%),ELSA组为291例(11.89%)。初潮或绝经年龄越早,CircS发病率越高。中介分析显示,TyG、TyG- whtr、TyG- wc、LAP、CVAI和eGDR介导了月经初潮与circs的关联,其中TyG- whtr的中介作用占14.3%。预测早期月经初潮的TyG-WHtR截止值为4.507。结论:初潮/绝经年龄与CircS风险增加之间存在显著的负相关,IR在很大程度上介导了这些关联。
{"title":"Reproductive factors, insulin resistance surrogate indices, and circadian syndrome among middle-aged and elderly women a mediation analysis using two-national cohorts.","authors":"Linli Liu, Jun Lin, LinHong Li, Sanshan Wu, Zhang Shen, JinHua Chen, Y Peng, Minlan Lin, Xiafei Ye, Danru Chen, Quping Tan","doi":"10.1016/j.diabres.2026.113141","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113141","url":null,"abstract":"<p><strong>Aims: </strong>We investigated the mediation effects of seven insulin resistance(IR) indices: triglyceride glucose (TyG), triglyceride glucose-waist to height ratio (TyG-WHtR), triglyceride glucose-waist circumference (TyG-WC), estimated glucose disposal rate (eGDR), metabolic score for IR, lipid accumulation product (LAP), and Chinese visceral adiposity index (CVAI) on the associations between reproductive factors and circadian syndrome (CircS) in middle-aged and elderly women.</p><p><strong>Methods: </strong>This study was conducted using the China Health and Retirement Longitudinal Study (CHARLS) as training set and the English Longitudinal Study on Aging (ELSA) as validation set, with baseline non-CircS individuals. Regression models established causal relationships between reproductive factors and incident CircS. Mediation analysis quantified IR mediation effects. Receiver operating characteristic curves evaluated IR indices' predictive capacity.</p><p><strong>Results: </strong>The incidence of new-onset CircS was 465 (15.94%) in CHARLS and 291 (11.89%) in ELSA, respectively. The CircS incidence was higher in earlier age at menarche or menopause. Mediation analyses revealed that TyG, TyG-WHtR, TyG-WC, LAP, CVAI, and eGDR mediated the menarche-CircS association, with TyG-WHtR accounting for 14.3% of the mediating effect. The TyG-WHtR cutoff value for predicting CircS was identified 4.507 for early menarche.</p><p><strong>Conclusion: </strong>Significant inverse relationships were observed between early age at menarche/menopause and increased CircS risk, with IR largely mediating these associations.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113141"},"PeriodicalIF":7.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of prior COVID-19 infection with gestational diabetes mellitus. 既往COVID-19感染与妊娠期糖尿病的关系
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-06 DOI: 10.1016/j.diabres.2026.113144
J Sajnani, M Siavoshi, L Kwan, C S Han

Background: There is an increase incidence of diabetes and anti-hyperglycemic use after COVID-19 infection in non-pregnant adult populations. COVID-19 has also been shown to be associated with adverse pregnancy outcomes such as pre-eclampsia and preterm birth.

Objective: To evaluate if COVID-19 infection during preconception or in early pregnancy is associated with increased risk of gestational diabetes mellitus (GDM) diagnosis.

Study design: We performed a retrospective matched cohort study of patients delivering at two university affiliated hospitals from 6/1/2021 to 12/31/2021, prior to widespread vaccinations or home antigen testing for SARS-CoV-2. We included pregnant individuals aged 18 to 45 who were ≥ 24 weeks gestational age at time of delivery. We excluded those with a history of pre-gestational diabetes, multiple gestation, or prior diagnosis of cystic fibrosis or pancreatic insufficiency. Subjects with confirmed COVID-19 infection during preconception or the first 20 weeks of pregnancy were identified as cases and were matched 1:1 by age and BMI with eligible controls. GDM diagnosis was based on a two-step approach using Carpenter-Coustan criteria. Kruskal-Wallis and Chi-Square tests were performed as appropriate RESULTS: During the study period, 183 cases with prior positive COVID-19 antigen test and 1066 potential controls were identified. One case could not be matched due to an outlier BMI; therefore 182 matched patients were included in each group. The cases were less likely to have public insurance and more likely to have reported thyroid disorder, sleep apnea, or asthma. No differences were seen in GDM incidence between the cases and controls (OR 0.75, 95% CI 0.38-1.46) or based on timing of COVID-19 infection (p = 0.097). No differences were noted in delivery method, obstetrical lacerations, or Apgar scores.

Conclusions: COVID-19 infection in the preconception or early pregnancy period was not associated with increased incidence of GDM.

背景:在未怀孕的成年人群中,COVID-19感染后糖尿病和抗高血糖药物的发病率增加。COVID-19还被证明与子痫前期和早产等不良妊娠结局有关。目的:探讨孕前或妊娠早期感染COVID-19是否与妊娠期糖尿病(GDM)诊断风险增加相关。研究设计:在广泛接种SARS-CoV-2疫苗或进行家庭抗原检测之前,我们对2021年6月1日至2021年12月31日在两所大学附属医院分娩的患者进行了回顾性匹配队列研究。我们纳入了年龄在18 - 45岁、分娩时胎龄 ≥ 24 周的孕妇。我们排除了那些有妊娠前糖尿病史、多胎妊娠史、或先前诊断为囊性纤维化或胰腺功能不全的患者。在孕前或妊娠前20 周确诊COVID-19感染的受试者被确定为病例,并按年龄和BMI与符合条件的对照组进行1:1匹配。GDM诊断基于卡朋特-库斯坦标准的两步法。采用Kruskal-Wallis检验和卡方检验。结果:在研究期间,发现既往COVID-19抗原检测阳性病例183例,潜在对照1066例。1例因BMI异常而无法匹配;因此,每组纳入182例匹配患者。这些病例不太可能有公共保险,更有可能有甲状腺疾病、睡眠呼吸暂停或哮喘。病例和对照组的GDM发病率无差异(OR 0.75, 95% CI 0.38-1.46),也没有基于COVID-19感染时间的差异(p = 0.097)。分娩方式、产科撕裂或Apgar评分均无差异。结论:孕前或妊娠早期感染COVID-19与GDM发病率增加无关。
{"title":"Association of prior COVID-19 infection with gestational diabetes mellitus.","authors":"J Sajnani, M Siavoshi, L Kwan, C S Han","doi":"10.1016/j.diabres.2026.113144","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113144","url":null,"abstract":"<p><strong>Background: </strong>There is an increase incidence of diabetes and anti-hyperglycemic use after COVID-19 infection in non-pregnant adult populations. COVID-19 has also been shown to be associated with adverse pregnancy outcomes such as pre-eclampsia and preterm birth.</p><p><strong>Objective: </strong>To evaluate if COVID-19 infection during preconception or in early pregnancy is associated with increased risk of gestational diabetes mellitus (GDM) diagnosis.</p><p><strong>Study design: </strong>We performed a retrospective matched cohort study of patients delivering at two university affiliated hospitals from 6/1/2021 to 12/31/2021, prior to widespread vaccinations or home antigen testing for SARS-CoV-2. We included pregnant individuals aged 18 to 45 who were ≥ 24 weeks gestational age at time of delivery. We excluded those with a history of pre-gestational diabetes, multiple gestation, or prior diagnosis of cystic fibrosis or pancreatic insufficiency. Subjects with confirmed COVID-19 infection during preconception or the first 20 weeks of pregnancy were identified as cases and were matched 1:1 by age and BMI with eligible controls. GDM diagnosis was based on a two-step approach using Carpenter-Coustan criteria. Kruskal-Wallis and Chi-Square tests were performed as appropriate RESULTS: During the study period, 183 cases with prior positive COVID-19 antigen test and 1066 potential controls were identified. One case could not be matched due to an outlier BMI; therefore 182 matched patients were included in each group. The cases were less likely to have public insurance and more likely to have reported thyroid disorder, sleep apnea, or asthma. No differences were seen in GDM incidence between the cases and controls (OR 0.75, 95% CI 0.38-1.46) or based on timing of COVID-19 infection (p = 0.097). No differences were noted in delivery method, obstetrical lacerations, or Apgar scores.</p><p><strong>Conclusions: </strong>COVID-19 infection in the preconception or early pregnancy period was not associated with increased incidence of GDM.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113144"},"PeriodicalIF":7.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Salivary extracellular vesicles and Raman spectroscopy in precision diagnostics of type 2 diabetes. 唾液细胞外囊泡和拉曼光谱在2型糖尿病精确诊断中的应用。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-05 DOI: 10.1016/j.diabres.2026.113139
Ajitesh Dhal, Shao-Jung Lin, Arunima Pandey, Chih-Hsuan Liu, Hung-Yi Liu, Tarakanta Jena, Chitralekha Jena, Dharitri Rath, Pei-Wen Peng, Cheng-Jen Chang, Chang-I Chen, Li-Chern Pan, Tzu-Sen Yang

Type 2 Diabetes (T2D) remains a major global health issue, driven by sedentary lifestyles and aging populations, emphasizing the urgent need for precise diagnostics that allow early detection and personalized monitoring. Traditional blood tests, including glucose and HbA1c measurements, offer limited temporal and molecular information. In contrast, saliva provides a non-invasive, easily accessible biofluid that reflects systemic metabolic changes. Its molecular components, especially extracellular vesicles (EVs), such as exosomes and microvesicles, contain proteins, lipids, and microRNAs directly associated with insulin resistance, β-cell dysfunction, and inflammation in T2D. Advances in Raman spectroscopy and surface-enhanced Raman scattering (SERS) now enable high-sensitivity, label-free molecular fingerprinting of salivary EVs, supporting multiplex detection of disease-related biomarkers. Combining Raman-based sensing with EV profiling introduces an innovative approach for non-invasive, precision diabetes diagnostics. This review explores the diagnostic importance of salivary EVs, recent developments in Raman/SERS-based biomolecular detection, and the clinical potential of integrating these technologies for early screening and therapy monitoring. Moreover, incorporating artificial intelligence (AI) for spectral analysis and developing portable Raman devices could facilitate real-time, saliva-based metabolic monitoring, advancing personalized, preventive, and patient-focused diabetes care.

由于久坐不动的生活方式和人口老龄化,2型糖尿病(T2D)仍然是一个主要的全球健康问题,因此迫切需要精确诊断,以便及早发现和个性化监测。传统的血液测试,包括葡萄糖和糖化血红蛋白的测量,提供有限的时间和分子信息。相比之下,唾液提供了一种非侵入性的、易于获取的生物流体,反映了全身代谢变化。其分子成分,特别是细胞外囊泡(EVs),如外泌体和微囊泡,含有与胰岛素抵抗、β细胞功能障碍和T2D炎症直接相关的蛋白质、脂质和microrna。拉曼光谱和表面增强拉曼散射(SERS)技术的进步使得唾液腺EVs的高灵敏度、无标记分子指纹识别成为可能,支持疾病相关生物标志物的多重检测。将拉曼传感与EV分析相结合,为非侵入性、精确的糖尿病诊断提供了一种创新方法。本文综述了唾液EVs的诊断重要性,基于拉曼/ sers的生物分子检测的最新进展,以及将这些技术整合到早期筛查和治疗监测中的临床潜力。此外,将人工智能(AI)用于光谱分析和开发便携式拉曼设备可以促进实时、基于唾液的代谢监测,推进个性化、预防性和以患者为中心的糖尿病护理。
{"title":"Salivary extracellular vesicles and Raman spectroscopy in precision diagnostics of type 2 diabetes.","authors":"Ajitesh Dhal, Shao-Jung Lin, Arunima Pandey, Chih-Hsuan Liu, Hung-Yi Liu, Tarakanta Jena, Chitralekha Jena, Dharitri Rath, Pei-Wen Peng, Cheng-Jen Chang, Chang-I Chen, Li-Chern Pan, Tzu-Sen Yang","doi":"10.1016/j.diabres.2026.113139","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113139","url":null,"abstract":"<p><p>Type 2 Diabetes (T2D) remains a major global health issue, driven by sedentary lifestyles and aging populations, emphasizing the urgent need for precise diagnostics that allow early detection and personalized monitoring. Traditional blood tests, including glucose and HbA1c measurements, offer limited temporal and molecular information. In contrast, saliva provides a non-invasive, easily accessible biofluid that reflects systemic metabolic changes. Its molecular components, especially extracellular vesicles (EVs), such as exosomes and microvesicles, contain proteins, lipids, and microRNAs directly associated with insulin resistance, β-cell dysfunction, and inflammation in T2D. Advances in Raman spectroscopy and surface-enhanced Raman scattering (SERS) now enable high-sensitivity, label-free molecular fingerprinting of salivary EVs, supporting multiplex detection of disease-related biomarkers. Combining Raman-based sensing with EV profiling introduces an innovative approach for non-invasive, precision diabetes diagnostics. This review explores the diagnostic importance of salivary EVs, recent developments in Raman/SERS-based biomolecular detection, and the clinical potential of integrating these technologies for early screening and therapy monitoring. Moreover, incorporating artificial intelligence (AI) for spectral analysis and developing portable Raman devices could facilitate real-time, saliva-based metabolic monitoring, advancing personalized, preventive, and patient-focused diabetes care.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113139"},"PeriodicalIF":7.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 microRNA signatures in Platelet-Rich Plasma-Derived extracellular vesicles predict healing outcomes in chronic diabetic foot ulcers. 富血小板血浆来源的细胞外囊泡中不同的microRNA特征预测慢性糖尿病足溃疡的愈合结果。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-04 DOI: 10.1016/j.diabres.2026.113142
Yu-Chi Tsai, Shu-Yu Wu, Chien-Ju Wu, Hao-Yu Chiao, Hsu-Ping Tseng, Yu-Min He, Tim-Mo Chen, Min-Yu Tu, Yuan-Sheng Tzeng

Background: Diabetic foot ulcers (DFUs) present a major challenge due to impaired angiogenesis and chronic inflammation. Autologous platelet-rich plasma (PRP) is a widely used therapy, but clinical outcomes remain inconsistent. We hypothesized that the microRNA (miRNA) cargo of platelet-derived extracellular vesicles (PRP-EVs) drives this therapeutic variability.

Methods: Ten patients with refractory DFUs were enrolled. Autologous PRP-EVs were isolated, and wound healing-associated miRNAs were quantified via qRT-PCR. Clinical wound closure was monitored weekly, with the primary efficacy endpoint assessed at 6 weeks. The biological effects of patient-specific PRP-EVs on keratinocyte migration were evaluated in vitro.

Results: PRP treatment resulted in significant wound area reduction, achieving an average closure rate of approximately 90% by week 6. However, miRNA expression exhibited substantial heterogeneity. High levels of miR-20a-5p and miR-21-5p in PRP-EVs were significantly associated with delayed clinical healing and impaired keratinocyte migration. Conversely, elevated miR-223-3p correlated with accelerated wound closure.

Conclusion: The intrinsic miRNA composition of PRP-EVs is a critical determinant of PRP therapeutic efficacy. miR-20a-5p and miR-21-5p serve as negative predictive biomarkers, whereas miR-223-3p indicates a favorable prognosis. Profiling these miRNAs offers a novel approach for PRP quality control and personalized regenerative strategies.

背景:糖尿病足溃疡(DFUs)由于血管生成受损和慢性炎症而面临重大挑战。自体富血小板血浆(PRP)是一种广泛使用的治疗方法,但临床结果仍不一致。我们假设血小板来源的细胞外囊泡(prp - ev)的microRNA (miRNA)货物驱动了这种治疗变动性。方法:纳入10例难治性dfu患者。分离自体prp - ev,通过qRT-PCR定量检测创面愈合相关mirna。每周监测临床伤口愈合情况,在6 周时评估主要疗效终点。体外评估患者特异性prp - ev对角质形成细胞迁移的生物学效应。结果:PRP治疗显著减少创面面积,到第6周平均愈合率约为90%。然而,miRNA表达表现出实质性的异质性。prp - ev中高水平的miR-20a-5p和miR-21-5p与临床愈合延迟和角质细胞迁移受损显著相关。相反,miR-223-3p升高与伤口愈合加速相关。结论:PRP- ev的内在miRNA组成是PRP治疗效果的关键决定因素。miR-20a-5p和miR-21-5p作为阴性预测生物标志物,而miR-223-3p预示着良好的预后。分析这些mirna为PRP质量控制和个性化再生策略提供了新的方法。
{"title":"Distinct microRNA signatures in Platelet-Rich Plasma-Derived extracellular vesicles predict healing outcomes in chronic diabetic foot ulcers.","authors":"Yu-Chi Tsai, Shu-Yu Wu, Chien-Ju Wu, Hao-Yu Chiao, Hsu-Ping Tseng, Yu-Min He, Tim-Mo Chen, Min-Yu Tu, Yuan-Sheng Tzeng","doi":"10.1016/j.diabres.2026.113142","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113142","url":null,"abstract":"<p><strong>Background: </strong>Diabetic foot ulcers (DFUs) present a major challenge due to impaired angiogenesis and chronic inflammation. Autologous platelet-rich plasma (PRP) is a widely used therapy, but clinical outcomes remain inconsistent. We hypothesized that the microRNA (miRNA) cargo of platelet-derived extracellular vesicles (PRP-EVs) drives this therapeutic variability.</p><p><strong>Methods: </strong>Ten patients with refractory DFUs were enrolled. Autologous PRP-EVs were isolated, and wound healing-associated miRNAs were quantified via qRT-PCR. Clinical wound closure was monitored weekly, with the primary efficacy endpoint assessed at 6 weeks. The biological effects of patient-specific PRP-EVs on keratinocyte migration were evaluated in vitro.</p><p><strong>Results: </strong>PRP treatment resulted in significant wound area reduction, achieving an average closure rate of approximately 90% by week 6. However, miRNA expression exhibited substantial heterogeneity. High levels of miR-20a-5p and miR-21-5p in PRP-EVs were significantly associated with delayed clinical healing and impaired keratinocyte migration. Conversely, elevated miR-223-3p correlated with accelerated wound closure.</p><p><strong>Conclusion: </strong>The intrinsic miRNA composition of PRP-EVs is a critical determinant of PRP therapeutic efficacy. miR-20a-5p and miR-21-5p serve as negative predictive biomarkers, whereas miR-223-3p indicates a favorable prognosis. Profiling these miRNAs offers a novel approach for PRP quality control and personalized regenerative strategies.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113142"},"PeriodicalIF":7.4,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Distal symmetrical polyneuropathy in prediabetes is associated with abdominal obesity and insulin resistance. 糖尿病前期远端对称性多神经病变与腹部肥胖和胰岛素抵抗有关。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-04 DOI: 10.1016/j.diabres.2026.113140
Georgia Anastasiou, Nikolaos Papanas, Fotios Barkas, Nicholas Tentolouris, Georgios Liamis, Lampros K Michalis, Aris Bechlioulis, Rigas Kalaitzidis, Evangelos Liberopoulos

Aims: To investigate the prevalence and clinical characteristics of distal symmetrical polyneuropathy (DSPN) in prediabetes and associations with cardiometabolic risk factors, insulin resistance and arterial stiffness.

Methods: Consecutive adults with prediabetes attending the Outpatient Lipid and Obesity Clinic at the University Hospital of Ioannina, Greece were recruited. This is a cross sectional- analysis of the baseline characteristics of a prospective observational study. DSPN was diagnosed using the neuropathy symptom score (NSS), the neuropathy disability score (NDS) and the vibration perception threshold (VTP). Arterial stiffness was assessed with carotid-femoral pulse wave velocity (PWV).

Results: We studied 160 consecutive adults with prediabetes, of whom 27 (16.9%) were diagnosed with DSPN. In multivariate analysis, waist circumference (OR: 1.092, 95% CI: 1.037-1.148, p < 0.001) and HOMA-IR (OR: 1.247, 95% CI: 1.095-1.425, p = 0.004) were independently associated with prevalent DSPN. Additionally, sensitivity analysis showed that current/previous smoking vs never-smoking (OR: 1.347, 95% CI: 1.116-1.891, p = 0.042) and height (OR: 1.083, 95% CI: 1.004-1.168, p = 0.039) were independently linked with prevalent DSPN. Subjects with DSPN had significantly higher median PWV (8.8 vs 8.0 m/s, p = 0.031) and prevalence of abnormal PWV (≥10 m/s) (29.6% vs 11.3%, p = 0.029) compared with no DSPN. PWV was independently associated with VPT (beta: 1.010, 95% CI:0.123-1.897, p = 0.026).

Conclusions: The prevalence of DSPN in prediabetes is not negligible in our study. DSPN is independently associated with central obesity and insulin resistance.

目的:探讨糖尿病前期远端对称性多神经病变(DSPN)的患病率、临床特征及其与心脏代谢危险因素、胰岛素抵抗和动脉僵硬的关系。方法:在希腊约阿尼纳大学医院脂质和肥胖门诊连续招募患有前驱糖尿病的成年人。这是一项前瞻性观察性研究的基线特征的横断面分析。采用神经病变症状评分(NSS)、神经病变失能评分(NDS)和振动感知阈值(VTP)诊断DSPN。用颈-股脉波速度(PWV)评估动脉僵硬度。结果:我们研究了160名连续患有前驱糖尿病的成年人,其中27人(16.9%)被诊断为DSPN。在多变量分析中,腰围(OR: 1.092, 95% CI: 1.037-1.148, p )结论:在我们的研究中,DSPN在前驱糖尿病中的患病率不容忽视。DSPN与中心性肥胖和胰岛素抵抗独立相关。
{"title":"Distal symmetrical polyneuropathy in prediabetes is associated with abdominal obesity and insulin resistance.","authors":"Georgia Anastasiou, Nikolaos Papanas, Fotios Barkas, Nicholas Tentolouris, Georgios Liamis, Lampros K Michalis, Aris Bechlioulis, Rigas Kalaitzidis, Evangelos Liberopoulos","doi":"10.1016/j.diabres.2026.113140","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113140","url":null,"abstract":"<p><strong>Aims: </strong>To investigate the prevalence and clinical characteristics of distal symmetrical polyneuropathy (DSPN) in prediabetes and associations with cardiometabolic risk factors, insulin resistance and arterial stiffness.</p><p><strong>Methods: </strong>Consecutive adults with prediabetes attending the Outpatient Lipid and Obesity Clinic at the University Hospital of Ioannina, Greece were recruited. This is a cross sectional- analysis of the baseline characteristics of a prospective observational study. DSPN was diagnosed using the neuropathy symptom score (NSS), the neuropathy disability score (NDS) and the vibration perception threshold (VTP). Arterial stiffness was assessed with carotid-femoral pulse wave velocity (PWV).</p><p><strong>Results: </strong>We studied 160 consecutive adults with prediabetes, of whom 27 (16.9%) were diagnosed with DSPN. In multivariate analysis, waist circumference (OR: 1.092, 95% CI: 1.037-1.148, p < 0.001) and HOMA-IR (OR: 1.247, 95% CI: 1.095-1.425, p = 0.004) were independently associated with prevalent DSPN. Additionally, sensitivity analysis showed that current/previous smoking vs never-smoking (OR: 1.347, 95% CI: 1.116-1.891, p = 0.042) and height (OR: 1.083, 95% CI: 1.004-1.168, p = 0.039) were independently linked with prevalent DSPN. Subjects with DSPN had significantly higher median PWV (8.8 vs 8.0 m/s, p = 0.031) and prevalence of abnormal PWV (≥10 m/s) (29.6% vs 11.3%, p = 0.029) compared with no DSPN. PWV was independently associated with VPT (beta: 1.010, 95% CI:0.123-1.897, p = 0.026).</p><p><strong>Conclusions: </strong>The prevalence of DSPN in prediabetes is not negligible in our study. DSPN is independently associated with central obesity and insulin resistance.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113140"},"PeriodicalIF":7.4,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Leisure-time physical activity and sedentary behavior trajectories during middle and late adulthood in relation to type 2 diabetes mellitus: An 11-year longitudinal study. 成年中后期的休闲时间体力活动和久坐行为轨迹与2型糖尿病的关系:一项为期11年的纵向研究
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-02 DOI: 10.1016/j.diabres.2026.113135
Mengyao Guo, Shiyi Chen, Huanyu Wang, Jialin Fang, Mingjia Yang

Background: Leisure-time physical activity (LTPA) and sedentary behavior (SB) are considered important modifiable risk factors for Type 2 diabetes mellitus (T2DM). However, the associations of long-term trajectories of LTPA and LTSB with T2DM risk remains uncertain.

Methods: Leveraging prospective cohort data from the China Health and Nutrition Survey (CHNS), we identified the long-term trajectories of LTPA and LTSB among 7,188 participants from 2004 (31 to 77 years) to 2015 (42 to 88 years) by group-based trajectory modeling. Cox regression was used to assess the associations of LTPA and LTSB trajectories with T2DM.

Results: During a mean follow-up of 9.13 years, 715 new-onset T2DM were identified. Three distinct trajectories were identified for both LTPA and LTSB, respectively. Participants in the high decreasing trajectory, but still remains at a relatively high level of LTPA had a 45% lower risk of T2DM (HR: 0.55; 95% CI: 0.30-0.99), relative to those in the inactive stable trajectory. Conversely, compared with the low stable trajectory, the high increasing trajectory of LTSB had a 130% higher risk of T2DM (HR: 2.30; 95% CI: 1.03-5.10).

Conclusion: This prospective study suggests that maintaining higher levels of LTPA and lower levels of LTSB may reduce the risk of T2DM during middle and late adulthood.

背景:休闲时间体力活动(LTPA)和久坐行为(SB)被认为是2型糖尿病(T2DM)重要的可改变危险因素。方法:利用中国健康与营养调查(CHNS)的前瞻性队列数据,我们通过基于组的轨迹建模,确定了2004年(31至77 年)至2015年(42至88 年)7188名参与者的LTPA和LTSB的长期轨迹。采用Cox回归评估LTPA和LTSB轨迹与T2DM的关系。结果:在平均9.13 年的随访期间,确定了715例新发T2DM。分别为LTPA和LTSB确定了三个不同的轨迹。处于高下降轨迹的参与者,但仍然保持相对较高的LTPA水平,相对于不活跃的稳定轨迹的参与者,T2DM的风险降低了45% (HR: 0.55; 95% CI: 0.30-0.99)。相反,与低稳定轨迹相比,LTSB高增加轨迹发生T2DM的风险高130% (HR: 2.30; 95% CI: 1.03-5.10)。结论:这项前瞻性研究表明,维持较高水平的LTPA和较低水平的LTSB可能会降低成年中后期患T2DM的风险。
{"title":"Leisure-time physical activity and sedentary behavior trajectories during middle and late adulthood in relation to type 2 diabetes mellitus: An 11-year longitudinal study.","authors":"Mengyao Guo, Shiyi Chen, Huanyu Wang, Jialin Fang, Mingjia Yang","doi":"10.1016/j.diabres.2026.113135","DOIUrl":"10.1016/j.diabres.2026.113135","url":null,"abstract":"<p><strong>Background: </strong>Leisure-time physical activity (LTPA) and sedentary behavior (SB) are considered important modifiable risk factors for Type 2 diabetes mellitus (T2DM). However, the associations of long-term trajectories of LTPA and LTSB with T2DM risk remains uncertain.</p><p><strong>Methods: </strong>Leveraging prospective cohort data from the China Health and Nutrition Survey (CHNS), we identified the long-term trajectories of LTPA and LTSB among 7,188 participants from 2004 (31 to 77 years) to 2015 (42 to 88 years) by group-based trajectory modeling. Cox regression was used to assess the associations of LTPA and LTSB trajectories with T2DM.</p><p><strong>Results: </strong>During a mean follow-up of 9.13 years, 715 new-onset T2DM were identified. Three distinct trajectories were identified for both LTPA and LTSB, respectively. Participants in the high decreasing trajectory, but still remains at a relatively high level of LTPA had a 45% lower risk of T2DM (HR: 0.55; 95% CI: 0.30-0.99), relative to those in the inactive stable trajectory. Conversely, compared with the low stable trajectory, the high increasing trajectory of LTSB had a 130% higher risk of T2DM (HR: 2.30; 95% CI: 1.03-5.10).</p><p><strong>Conclusion: </strong>This prospective study suggests that maintaining higher levels of LTPA and lower levels of LTSB may reduce the risk of T2DM during middle and late adulthood.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113135"},"PeriodicalIF":7.4,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Multidimensional feature-based assessment of microcirculatory hemodynamic dysfunction in patients with Wagner Grade 0 diabetic foot. Wagner 0级糖尿病足患者微循环血流动力学功能障碍的多维特征评估。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-02 DOI: 10.1016/j.diabres.2026.113138
Yanan Zhao, Jing Zhang, Yangxi Li, Ziwei Hu, Qi Qi, Shengmei Zhao, Lingyu Zhang, Liwei Jing
<p><strong>Objective: </strong>This study characterizes the hemodynamic abnormalities of the microcirculation in the feet of patients with diabetic foot (DF) based on multidimensional features, including time-domain and frequency-domain metrics, rhythmicity, and symmetry. It further elucidates the relationship between these abnormalities and plantar pressure hotspots, specifically the forefoot first metatarsal head (MT1) and fifth metatarsal head (MT5), and constructs a cross-sectional discriminative model.</p><p><strong>Methods: </strong>A total of 286 consecutive participants were included in the study (non-DF: 157, DF: 129). Microcirculation signals from MT1 and MT5 were collected, with features extracted across various domains: time (mean, standard deviation, range, kurtosis), frequency domain (relative power endothelial, neurogenic, myogenic, respiratory, and cardiac bands), rhythmicity (number of peaks, peak intervals, and their dispersion), and symmetry (absolute value of the mean difference between left and right, left-right correlation coefficient). Inter-group comparisons were conducted using the Mann-Whitney U test, and effect sizes were calculated with the Hodges-Lehmann median difference (Δ) and Cliff's δ. Correlations were assessed using Spearman's method with Benjamini-Hochberg false discovery rate (BH-FDR) correction. Variables selected by LASSO were entered into a multivariable logistic regression model. Model performance was evaluated using the area under the receiver operating characteristic curve (ROC-AUC), and the optimal classification threshold was determined using the Youden index.</p><p><strong>Results: </strong>Mean perfusion at MT1 and MT5 was significantly lower in the DF group (both p < 0.001), representing the largest between-group differences among the assessed features. Variability metrics differed by measurement site. Notably, the relative power in the neurogenic and myogenic bands at MT1 was significantly decreased, suggesting a weakening of low-frequency autonomic regulation. Furthermore, MT1 exhibited fewer peaks, prolonged inter-peak intervals, and increased dispersion, indicating slower and less stable rhythmicity. Left-right correlation coefficients at bothsites were decreased (p < 0.001), whereas the absolute left-right mean differences did not increase, suggesting reduced synchrony rather than increased amplitude asymmetry. Spearman correlation and multifactor models consistently aligned in direction. Regarding the discriminative models, the area under the curve (AUC) for the MT1 model was 0.845, for the MT5 model was 0.822, and for the combined model (MT1 + MT5) was 0.906, which outperformed the single-site models.</p><p><strong>Conclusion: </strong>Patients with DF demonstrate a composite pattern of microcirculatory dysfunction characterized by insufficient perfusion, attenuated autonomic regulation, altered rhythmicity, and impaired bilateral coordination. Multidimensional plantar microcirculatory featu
目的:研究糖尿病足(DF)患者足部微循环血流动力学异常的多维特征,包括时域和频域指标、节律性和对称性。进一步阐明这些异常与足底压力热点,特别是前足第一跖骨头(MT1)和第五跖骨头(MT5)之间的关系,并构建横断面鉴别模型。方法:共纳入286名连续受试者(non-DF: 157, DF: 129)。收集MT1和MT5的微循环信号,并在各个领域提取特征:时间(平均值、标准差、范围、峰度)、频域(内皮、神经源性、肌源性、呼吸和心脏波段的相对功率)、节律性(峰数、峰间隔及其离散度)和对称性(左右平均差的绝对值、左右相关系数)。组间比较采用Mann-Whitney U检验,效应量采用Hodges-Lehmann中位数差(Δ)和Cliff’s Δ计算。使用Spearman方法与benjamin - hochberg错误发现率(BH-FDR)校正评估相关性。将LASSO选择的变量输入到多变量逻辑回归模型中。采用受试者工作特征曲线下面积(ROC-AUC)评价模型性能,采用约登指数确定最优分类阈值。结果:DF组MT1和MT5的平均灌注明显降低(p均为 )。结论:DF患者表现为微循环功能障碍的复合模式,其特征为灌注不足、自主调节减弱、节律性改变和双侧协调性受损。多维足底微循环特征改善了DF和非DF参与者之间的横断面区分,为DF相关微循环异常的风险分层和表型表征提供了定量基础。
{"title":"Multidimensional feature-based assessment of microcirculatory hemodynamic dysfunction in patients with Wagner Grade 0 diabetic foot.","authors":"Yanan Zhao, Jing Zhang, Yangxi Li, Ziwei Hu, Qi Qi, Shengmei Zhao, Lingyu Zhang, Liwei Jing","doi":"10.1016/j.diabres.2026.113138","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113138","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;This study characterizes the hemodynamic abnormalities of the microcirculation in the feet of patients with diabetic foot (DF) based on multidimensional features, including time-domain and frequency-domain metrics, rhythmicity, and symmetry. It further elucidates the relationship between these abnormalities and plantar pressure hotspots, specifically the forefoot first metatarsal head (MT1) and fifth metatarsal head (MT5), and constructs a cross-sectional discriminative model.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A total of 286 consecutive participants were included in the study (non-DF: 157, DF: 129). Microcirculation signals from MT1 and MT5 were collected, with features extracted across various domains: time (mean, standard deviation, range, kurtosis), frequency domain (relative power endothelial, neurogenic, myogenic, respiratory, and cardiac bands), rhythmicity (number of peaks, peak intervals, and their dispersion), and symmetry (absolute value of the mean difference between left and right, left-right correlation coefficient). Inter-group comparisons were conducted using the Mann-Whitney U test, and effect sizes were calculated with the Hodges-Lehmann median difference (Δ) and Cliff's δ. Correlations were assessed using Spearman's method with Benjamini-Hochberg false discovery rate (BH-FDR) correction. Variables selected by LASSO were entered into a multivariable logistic regression model. Model performance was evaluated using the area under the receiver operating characteristic curve (ROC-AUC), and the optimal classification threshold was determined using the Youden index.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Mean perfusion at MT1 and MT5 was significantly lower in the DF group (both p &lt; 0.001), representing the largest between-group differences among the assessed features. Variability metrics differed by measurement site. Notably, the relative power in the neurogenic and myogenic bands at MT1 was significantly decreased, suggesting a weakening of low-frequency autonomic regulation. Furthermore, MT1 exhibited fewer peaks, prolonged inter-peak intervals, and increased dispersion, indicating slower and less stable rhythmicity. Left-right correlation coefficients at bothsites were decreased (p &lt; 0.001), whereas the absolute left-right mean differences did not increase, suggesting reduced synchrony rather than increased amplitude asymmetry. Spearman correlation and multifactor models consistently aligned in direction. Regarding the discriminative models, the area under the curve (AUC) for the MT1 model was 0.845, for the MT5 model was 0.822, and for the combined model (MT1 + MT5) was 0.906, which outperformed the single-site models.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;Patients with DF demonstrate a composite pattern of microcirculatory dysfunction characterized by insufficient perfusion, attenuated autonomic regulation, altered rhythmicity, and impaired bilateral coordination. Multidimensional plantar microcirculatory featu","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113138"},"PeriodicalIF":7.4,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Survey of glucose levels in adults with T1DM attending clinic using automated insulin delivery (AID) devices compared with manual insulin delivery. 与人工胰岛素给药相比,使用自动胰岛素给药(AID)的T1DM患者的血糖水平调查
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-02 DOI: 10.1016/j.diabres.2026.113136
Kate M Seaton, Hanna C Jones, Melissa H Lee, Gary Kilov, Alicia J Jenkins, Landy M Wu, Cecilia Pham, Frank Gao, Elif I Ekinci, Pamela Taylor, Stephen Stranks, Megan Herson, Jennifer Wong, Barbora Paldus, Dev Kevat, Adamandia Kriketos, Spiros Fourlanos, John Wentworth, Katherine Wu, Harsan Kanagaretnam, Natassia Rodrigo, Yee Wen Kong, David N O'Neal

Aim: To compare real-world glycaemic and clinical outcomes in adults with Type 1 Diabetes (T1DM) using Automated Insulin Delivery (AID) vs. those using manual insulin delivery.

Methods: Demographic and diabetes-related glycaemic and clinical data were prospectively collected via a survey from consecutive participants with T1DM attending TIDM clinics in Australia during 2024-25.

Results: Of 406 participants surveyed (233 females [57.4%], age 45.6 ± 16.5 years). AID was used by 141 participants (34.8%), with 50.2% of non-users expressing interest in AID use. AID use vs. non-use was associated with lower HbA1c (7.2 ± 1.0% [63 ± 19 mmol/mol] vs 7.9 ± 1.6% [63 ± 18 mmol/mol], p < 0.001), Glucose Management Indicator (GMI) (7.2 ± 0.8% [55 ± 8 mmol/mol vs 8.0 ± 1.4% [63 ± 15 mmol/mol], p < 0.001), and higher Time In Range (TIR) (69.21 ± 14.79% vs 50.53 ± 21.8%, p < 0.001), with fewer severe hypoglycaemia episodes (n = 3 [2.1%] vs n = 31 [11.7%], p < 0.001). These associations were observed irrespective of Socio-Economic Indexes for Areas (SEIFA) group.

Conclusion: AID use was associated with better glycaemic and clinical outcomes irrespective of socio-economic status. AID use tended to be more prevalent among the socio-economically advantaged. We strongly advocate for equitable AID access based on clinical need rather than financial means.

目的:比较使用自动胰岛素给药(AID)和人工胰岛素给药(AID)的成人1型糖尿病(T1DM)患者的实际血糖和临床结果。方法:通过对2024- 2025年期间在澳大利亚T1DM诊所就诊的连续T1DM患者的调查,前瞻性地收集了人口统计学和糖尿病相关的血糖和临床数据。结果:406名参与者(232名女性[57.3%],年龄45.6 ± 16.5 岁)。141名参与者(34.8%)使用了AID, 50.2%的非用户表示对AID的使用感兴趣。援助的使用和停用降低糖化血红蛋白(7.2 ± 1.0%[63 ± 19 更易与摩尔]vs 7.9 ± 1.6%[63 ± 18 更易与摩尔],p 结论:援助使用更好的血糖和临床结果无论社会经济地位。艾滋病的使用往往在社会经济条件较好的人群中更为普遍。我们强烈主张根据临床需要而不是经济手段公平获得艾滋病援助。
{"title":"Survey of glucose levels in adults with T1DM attending clinic using automated insulin delivery (AID) devices compared with manual insulin delivery.","authors":"Kate M Seaton, Hanna C Jones, Melissa H Lee, Gary Kilov, Alicia J Jenkins, Landy M Wu, Cecilia Pham, Frank Gao, Elif I Ekinci, Pamela Taylor, Stephen Stranks, Megan Herson, Jennifer Wong, Barbora Paldus, Dev Kevat, Adamandia Kriketos, Spiros Fourlanos, John Wentworth, Katherine Wu, Harsan Kanagaretnam, Natassia Rodrigo, Yee Wen Kong, David N O'Neal","doi":"10.1016/j.diabres.2026.113136","DOIUrl":"10.1016/j.diabres.2026.113136","url":null,"abstract":"<p><strong>Aim: </strong>To compare real-world glycaemic and clinical outcomes in adults with Type 1 Diabetes (T1DM) using Automated Insulin Delivery (AID) vs. those using manual insulin delivery.</p><p><strong>Methods: </strong>Demographic and diabetes-related glycaemic and clinical data were prospectively collected via a survey from consecutive participants with T1DM attending TIDM clinics in Australia during 2024-25.</p><p><strong>Results: </strong>Of 406 participants surveyed (233 females [57.4%], age 45.6 ± 16.5 years). AID was used by 141 participants (34.8%), with 50.2% of non-users expressing interest in AID use. AID use vs. non-use was associated with lower HbA1c (7.2 ± 1.0% [63 ± 19 mmol/mol] vs 7.9 ± 1.6% [63 ± 18 mmol/mol], p < 0.001), Glucose Management Indicator (GMI) (7.2 ± 0.8% [55 ± 8 mmol/mol vs 8.0 ± 1.4% [63 ± 15 mmol/mol], p < 0.001), and higher Time In Range (TIR) (69.21 ± 14.79% vs 50.53 ± 21.8%, p < 0.001), with fewer severe hypoglycaemia episodes (n = 3 [2.1%] vs n = 31 [11.7%], p < 0.001). These associations were observed irrespective of Socio-Economic Indexes for Areas (SEIFA) group.</p><p><strong>Conclusion: </strong>AID use was associated with better glycaemic and clinical outcomes irrespective of socio-economic status. AID use tended to be more prevalent among the socio-economically advantaged. We strongly advocate for equitable AID access based on clinical need rather than financial means.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113136"},"PeriodicalIF":7.4,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146117456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
RenoTrue: A diabetes-specific machine learning model to estimate glomerular filtration rate for people with diabetes. RenoTrue:一个糖尿病特异性机器学习模型,用于估计糖尿病患者的肾小球滤过率。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-02 DOI: 10.1016/j.diabres.2026.113137
Rodney Kwok, Kartik Kishore, Tina Zafari, Digsu N Koye, Mariam Hachem, Ian H de Boer, Tae-Dong Jeong, Won-Ki Min, Esteban Porrini, Petter Bjornstad, Yih Chung Tham, Richard J MacIsaac, Leonid Churilov, Elif I Ekinci

Background: Existing methods for estimating GFR in people with diabetes have shown inaccuracies when compared to mGFR measurements. We developed and validated an artificial neural network - RenoTrue to improve estimating GFR in people with diabetes.

Methods: 5,619 individuals from five international cohorts with type 1 and type 2 diabetes was split into training (70%), validation (10%) and test (20%) datasets. RenoTrue was developed to estimate GFR using age, sex, and serum creatinine. The performance was evaluated in the test dataset by estimating agreement, bias (mean difference), and accuracy (p30), and compared to CKD-EPI estimates through a multi-level mixed effect regression model.

Findings: Median mGFR was 75 ml/ min per 1.73 m2 [IQR: 49, 100] and median age was 59 years [IQR: 38, 69]. RenoTrue demonstrated high agreement (ICC: 0.87 (95% CI: 0.78, 0.93)), low bias (-0.57 (95% CI: -1.59, 0.46) ml/min per 1.73 m2) and p30 of 81% (95% CI: 79%, 83%) compared to mGFR measurements. The 2009 CKD-EPI equation had an ICC of 0.86 (95% CI: 0.77, 0.92), bias of 4.17 (95% CI: 3.14, 5.20) ml/min per 1.73 m2 and p30 of 74% (95% CI: 72%, 77%).

Conclusion: For people with diabetes, RenoTrue demonstrated better performance compared to the 2009 CKD-EPI equation in terms of estimating GFR across the full range of GFR.

背景:现有的估算糖尿病患者GFR的方法与mGFR测量相比显示出不准确性。我们开发并验证了一种人工神经网络- RenoTrue,以改善对糖尿病患者GFR的估计。方法:来自5个国际1型和2型糖尿病队列的5619名患者被分为训练(70%)、验证(10%)和测试(20%)数据集。RenoTrue的开发是利用年龄、性别和血清肌酐来估计GFR。在测试数据集中通过估计一致性、偏差(平均差)和准确性(p30)来评估性能,并通过多级混合效应回归模型与CKD-EPI估计进行比较。结果:中位mGFR为75 ml/ min / 1.73 m2 [IQR: 49, 100],中位年龄为59 岁[IQR: 38, 69]。与mGFR测量相比,RenoTrue显示出高一致性(ICC: 0.87 (95% CI: 0.78, 0.93)),低偏倚(-0.57 ml/min / 1.73 m2)和81%的p30 (95% CI: 79%, 83%)。2009年CKD-EPI方程的ICC为0.86 (95% CI: 0.77, 0.92),偏差为4.17 ml/min / 1.73 m2, p30为74% (95% CI: 72%, 77%)。结论:对于糖尿病患者,在估计GFR全范围内的GFR方面,与2009年CKD-EPI方程相比,RenoTrue表现出更好的性能。
{"title":"RenoTrue: A diabetes-specific machine learning model to estimate glomerular filtration rate for people with diabetes.","authors":"Rodney Kwok, Kartik Kishore, Tina Zafari, Digsu N Koye, Mariam Hachem, Ian H de Boer, Tae-Dong Jeong, Won-Ki Min, Esteban Porrini, Petter Bjornstad, Yih Chung Tham, Richard J MacIsaac, Leonid Churilov, Elif I Ekinci","doi":"10.1016/j.diabres.2026.113137","DOIUrl":"10.1016/j.diabres.2026.113137","url":null,"abstract":"<p><strong>Background: </strong>Existing methods for estimating GFR in people with diabetes have shown inaccuracies when compared to mGFR measurements. We developed and validated an artificial neural network - RenoTrue to improve estimating GFR in people with diabetes.</p><p><strong>Methods: </strong>5,619 individuals from five international cohorts with type 1 and type 2 diabetes was split into training (70%), validation (10%) and test (20%) datasets. RenoTrue was developed to estimate GFR using age, sex, and serum creatinine. The performance was evaluated in the test dataset by estimating agreement, bias (mean difference), and accuracy (p30), and compared to CKD-EPI estimates through a multi-level mixed effect regression model.</p><p><strong>Findings: </strong>Median mGFR was 75 ml/ min per 1.73 m<sup>2</sup> [IQR: 49, 100] and median age was 59 years [IQR: 38, 69]. RenoTrue demonstrated high agreement (ICC: 0.87 (95% CI: 0.78, 0.93)), low bias (-0.57 (95% CI: -1.59, 0.46) ml/min per 1.73 m<sup>2</sup>) and p30 of 81% (95% CI: 79%, 83%) compared to mGFR measurements. The 2009 CKD-EPI equation had an ICC of 0.86 (95% CI: 0.77, 0.92), bias of 4.17 (95% CI: 3.14, 5.20) ml/min per 1.73 m<sup>2</sup> and p30 of 74% (95% CI: 72%, 77%).</p><p><strong>Conclusion: </strong>For people with diabetes, RenoTrue demonstrated better performance compared to the 2009 CKD-EPI equation in terms of estimating GFR across the full range of GFR.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113137"},"PeriodicalIF":7.4,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118241","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Immunometabolic reprogramming and β-cell dedifferentiation: Integrated mechanisms driving type 2 diabetes progression 免疫代谢重编程和β细胞去分化:驱动2型糖尿病进展的综合机制。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1016/j.diabres.2026.113111
Ritu Dahiya, Ajay Pal Singh, Aruna Rawat
Type 2 diabetes is increasingly recognised as a condition driven by sustained metabolic overload and chronic low-grade inflammation rather than a simple decline in insulin secretion. Findings from single-cell transcriptomics, human islet studies, and metabolic profiling show that pancreatic β-cells undergo progressive alterations in identity when exposed to glucotoxic, lipotoxic, oxidative, and inflammatory stress. In parallel, cytokines, lipid intermediates, adipose-derived factors, hepatokines, myokines, and gut microbial metabolites generate an immunometabolic environment that accelerates β-cell dedifferentiation and promotes transitions toward progenitor-like or alternative endocrine states. Originally described through lineage-tracing studies in experimental models, β-cell dedifferentiation is now recognized as a dynamic and potentially reversible process shaped by immunometabolic stress in diabetes. This review synthesizes current evidence to illustrate how metabolic and immune pathways converge on key molecular regulators of β-cell fate. It further describes how interorgan communication reinforces these disturbances and contributes to the gradual shift of β-cells along a continuum of stress adaptation, functional decline, and identity loss. A conceptual framework, referred to as the beta-cell identity clock, is presented to capture the dynamic and potentially reversible nature of these transitions. Finally, emerging therapeutic strategies are discussed, including anti-inflammatory agents, metabolic modulators, epigenetic regulators, and regenerative approaches aimed at preserving or restoring β-cell identity in the context of modern metabolic stress.
2型糖尿病越来越被认为是一种由持续代谢超载和慢性低度炎症引起的疾病,而不是简单的胰岛素分泌下降。来自单细胞转录组学、人类胰岛研究和代谢谱的研究结果表明,当暴露于糖毒性、脂毒性、氧化和炎症应激时,胰腺β细胞的特性会发生进行性改变。与此同时,细胞因子、脂质中间体、脂肪衍生因子、肝因子、肌因子和肠道微生物代谢物产生免疫代谢环境,加速β细胞去分化,促进向祖细胞样或替代内分泌状态的转变。最初通过实验模型中的谱系追踪研究描述,β细胞去分化现在被认为是糖尿病中由免疫代谢应激形成的动态和潜在可逆过程。这篇综述综合了目前的证据来说明代谢和免疫途径如何汇聚在β细胞命运的关键分子调节因子上。它进一步描述了器官间的通信如何加强这些干扰,并有助于β细胞沿着压力适应,功能下降和身份丧失的连续体逐渐转移。一个概念框架,被称为β细胞身份时钟,提出捕捉这些转变的动态和潜在的可逆性质。最后,讨论了新兴的治疗策略,包括抗炎剂、代谢调节剂、表观遗传调节剂和旨在保存或恢复现代代谢应激背景下β细胞身份的再生方法。
{"title":"Immunometabolic reprogramming and β-cell dedifferentiation: Integrated mechanisms driving type 2 diabetes progression","authors":"Ritu Dahiya,&nbsp;Ajay Pal Singh,&nbsp;Aruna Rawat","doi":"10.1016/j.diabres.2026.113111","DOIUrl":"10.1016/j.diabres.2026.113111","url":null,"abstract":"<div><div>Type 2 diabetes is increasingly recognised as a condition driven by sustained metabolic overload and chronic low-grade inflammation rather than a simple decline in insulin secretion. Findings from single-cell transcriptomics, human islet studies, and metabolic profiling show that pancreatic β-cells undergo progressive alterations in identity when exposed to glucotoxic, lipotoxic, oxidative, and inflammatory stress. In parallel, cytokines, lipid intermediates, adipose-derived factors, hepatokines, myokines, and gut microbial metabolites generate an immunometabolic environment that accelerates β-cell dedifferentiation and promotes transitions toward progenitor-like or alternative endocrine states. Originally described through lineage-tracing studies in experimental models, β-cell dedifferentiation is now recognized as a dynamic and potentially reversible process shaped by immunometabolic stress in diabetes. This review synthesizes current evidence to illustrate how metabolic and immune pathways converge on key molecular regulators of β-cell fate. It further describes how interorgan communication reinforces these disturbances and contributes to the gradual shift of β-cells along a continuum of stress adaptation, functional decline, and identity loss. A conceptual framework, referred to as the beta-cell identity clock, is presented to capture the dynamic and potentially reversible nature of these transitions. Finally, emerging therapeutic strategies are discussed, including anti-inflammatory agents, metabolic modulators, epigenetic regulators, and regenerative approaches aimed at preserving or restoring β-cell identity in the context of modern metabolic stress.</div></div>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":"232 ","pages":"Article 113111"},"PeriodicalIF":7.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146017711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Diabetes research and clinical practice
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1