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Comparison of posterior slab cast with total contact cast in the management of diabetic foot ulcers: A randomized controlled trial. 后路平板石膏与全接触石膏治疗糖尿病足溃疡的比较:一项随机对照试验。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-13 DOI: 10.1016/j.diabres.2026.113157
Ghanshyam Goyal, Usashi B Bose, Rekha Srivastava, Sujoy Majumder, Jagat Jyoti Mukherjee, Edward B Jude

Background: Total contact cast (TCC) is the 'reference-standard' for off-loading plantar diabetic foot ulcers (DFU). Practical limitations, associated complications, and lack of patient acceptability, limits its widespread use. Posterior slab cast (PSC) may provide an alternate way of off-loading the foot that might be more acceptable, and better tolerated, by people with DFU.

Aim: To compare wound healing and foot related outcomes in people with plantar DFU using TCC or PSC for off-loading the foot.

Method: This was a parallel-group, open-label, single-centre randomized controlled trial. Ninety-nine adults with Type 2 diabetes (T2D) with a single neuropathic Wagner grade 2 or 3 plantar DFU were randomly assigned to receive either a PSC (n = 48) or a TCC (n = 51) for off-loading the foot. The primary endpoint was wound healing rate at 6 months. Secondary endpoints included reduction in ulcer surface area at 4 weeks, wound healing rate at 3 months, and patient satisfaction with either off-loading strategy.

Results: The wound healing rate of DFU at 6 months among subjects using PSC (72.9%) was significantly greater than that seen among those using TCC (49%) [HR: 1.3 (1.03-1.73) (P = 0.024)]. Similarly, the wound healing rate at 3 months was also greater among subjects using PSC (50%) as compared to those on TCC (25.5%) (P = 0.011). The percentage reduction of ulcer surface area at 4 weeks from baseline was significantly higher among subjects using PSC (63.2 ± 15.5%) as compared to those using TCC (55.6 ± 18.9%) (P = 0.040). Patient satisfaction, assessed using the Likert scale, was significantly better among subjects using PSC when compared to those using TCC (4.0 ± 1.2 vs 2.5 ± 1.1 respectively, P < 0.001) CONCLUSION: Compared to TCC, PSC was more effective in healing neuropathic plantar DFUs, likely due to its less cumbersome application technique and providing easier access for wound monitoring and intervention when required. Further studies are needed to validate these results.

背景:全接触石膏(TCC)是卸载型足底糖尿病足溃疡(DFU)的“参考标准”。实际的限制,相关的并发症,以及缺乏患者可接受性,限制了它的广泛使用。后路钢板石膏(PSC)可能是DFU患者更容易接受和耐受的另一种卸足方式。目的:比较足底DFU患者使用TCC或PSC卸载足部的伤口愈合和足部相关结果。方法:采用平行组、开放标签、单中心随机对照试验。99名患有单一神经性Wagner 2级或3级足底DFU的2型糖尿病(T2D)成人患者被随机分配接受PSC (n = 48)或TCC (n = 51)来卸载足部。主要终点为6 个月时的伤口愈合率。次要终点包括4 周时溃疡表面积减少,3 个月时伤口愈合率,以及患者对两种卸载策略的满意度。结果:PSC组6 个月DFU创面愈合率(72.9%)显著高于TCC组(49%)[HR: 1.3 (1.03-1.73) (P = 0.024)]。同样,使用PSC的受试者(50%)在3 个月时的伤口愈合率也高于使用TCC的受试者(25.5%)(P = 0.011)。与使用TCC(55.6 ± 18.9%)的受试者相比,使用PSC的受试者在4 周时溃疡表面积减少的百分比(63.2 ± 15.5%)显著高于使用TCC的受试者(P = 0.040)。使用李克特量表评估患者满意度,与使用TCC的患者相比,使用PSC的患者满意度明显更好(4.0 ± 1.2 vs 2.5 ± 1.1)
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引用次数: 0
The impact of GLP-1 and incretin-based therapies on counterregulatory responses to hypoglycemia in diabetes mellitus: mechanisms and clinical implications. GLP-1和以肠促胰岛素为基础的治疗对糖尿病低血糖的反调节反应的影响:机制和临床意义
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-13 DOI: 10.1016/j.diabres.2026.113155
Pitchai Balakumar, Noohu Abdulla Khan, Vigneshwaran Easwaran, Khalid M Orayj

Hypoglycemia unawareness is characterized by a reduction in autonomic and neuroglycopenic signals of hypoglycemia; therefore, it is hardly perceivable. Glucagon-like peptide-1 (GLP-1) plays a critical role in glucose metabolism. Experimental model of recurrent hypoglycemia in type 1 diabetes mellitus suggests that increased intestinal GLP-1 expression is associated with impaired counterregulatory responses. However, whether incretin-based drugs or elevated intestinal GLP-1 produce similar impairments, in patients with type 1 and 2 diabetes mellitus and preexisting hypoglycemia-associated autonomic failure, remain incompletely understood. Clinical applications of incretin-based therapies might require caution, especially in sensitive patients, because of GLP-1-mediated disruption of hypoglycemic counterregulation. The impaired counterregulatory response to hypoglycemia could be because of GLP-1's actions, such as glucagon suppression, reduced sympathoadrenal signaling, modulatory effects on brain signaling during hypoglycemia, delayed gastric emptying, and among others. These factors might collectively contribute to abrogation of counterregulatory mechanisms to hypoglycemia, particularly when GLP-1 is overactive. This impairment should be carefully considered when managing patients with diabetes, especially hypoglycemic-sensitive individuals utilizing incretin-based medications chronically or when these medications are combined with insulin or sulfonylureas. This review brings together the complex role of GLP-1 in disrupting hypoglycemia counterregulation, the related mechanistic insights, and new therapeutic accountabilities pertaining to incretin-based medications.

低血糖无意识的特点是低血糖的自主神经和神经降糖信号减少;因此,它很难被察觉。胰高血糖素样肽-1 (Glucagon-like peptide-1, GLP-1)在葡萄糖代谢中起关键作用。1型糖尿病复发性低血糖的实验模型表明,肠道GLP-1表达增加与反调节反应受损有关。然而,对于1型和2型糖尿病患者以及先前存在的低血糖相关的自主神经衰竭,以肠促胰岛素为基础的药物或肠道GLP-1升高是否会产生类似的损伤,仍不完全清楚。临床应用以肠促胰岛素为基础的治疗可能需要谨慎,特别是在敏感患者,因为glp -1介导的低血糖反调节的破坏。对低血糖的反调节反应受损可能是由于GLP-1的作用,如胰高血糖素抑制、交感肾上腺信号减少、低血糖时对脑信号的调节作用、胃排空延迟等。这些因素可能共同有助于消除低血糖的反调节机制,特别是当GLP-1过度活跃时。在管理糖尿病患者时,特别是长期使用肠促胰岛素类药物或与胰岛素或磺脲类药物联合使用低血糖敏感患者时,应仔细考虑这种损害。这篇综述汇集了GLP-1在破坏低血糖反调节中的复杂作用,相关的机制见解,以及与肠促胰岛素为基础的药物有关的新的治疗责任。
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引用次数: 0
Optimising lipid monitoring interval for primary prevention of cardiovascular disease in patients with type-2 diabetes: A target trial emulation study. 优化2型糖尿病患者心血管疾病一级预防的脂质监测间隔:一项目标试验模拟研究
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-12 DOI: 10.1016/j.diabres.2026.113156
Boyuan Wang, Emily Tsui Yee Tse, Celine Sze Ling Chui, Cindy Lo Kuen Lam, Eric Yuk Fai Wan

Background: Guidelines differ on how often to monitor lipid profiles in adults with type 2 diabetes mellitus (T2DM) without established cardiovascular disease (CVD), and randomized evidence is lacking. This study aimed to optimise lipid monitoring intervals for type-2 diabetes mellitus (T2DM) patients at various LDL-C levels.

Methods: This is a target trial emulation study using territory-wide electronic health records from the Hong Kong Hospital Authority. Adults with T2DM and no prior CVD who had ≥2 lipid panel tests within any 12‑month window during 2009-2012 were enrolled. The index date was the date of the second lipid test. Participants were stratified by baseline LDL‑C (<1.8, 1.8-2.59, ≥2.6 mmol/L). Within each LDL‑C stratum, we emulated a three-arm target trial using a clone-censor-weight (CCW) approach to compare three monitoring strategies: monitoring lipid panels every (1) 2-8 months, (2) 9-15 months, or (3) 16-24 months. Pooled logistic regression was used to estimate hazard ratios (HRs) for all‑cause mortality and major CVD associated with each monitoring strategy. Follow‑up continued until the first occurrence of an outcome, death, or 31 December 2021.

Results: For LDL-C < 1.8 mmol/L, extending monitoring intervals to 16-24 months were not associated with higher risks of mortality or CVD risk compared to 2-8 months (HR [95% CI]: mortality: 1.094 [0.948, 1.263]; CVD: 1.002 [0.846, 1.187]). For the group with LDL-C levels of 1.8-2.59 mmol/L, monitoring of the lipid profile every 16-24 months was associated with higher mortality risk compared to monitoring every 2-8 months (HR [95% CI]: 1.154 [1.069, 1.245]). For LDL-C ≥ 2.6 mmol/L, monitoring every 9-15 months was associated with higher risks of mortality and CVD compared to 2-8 months (HR [95% CI]: mortality: 1.263 [1.174, 1.359]; CVD: 1.060 [1.017, 1.105]).

Conclusions: Lipid monitoring frequency in T2DM may be individualized by baseline LDL‑C level, with intervals of approximately 16-24, 9-15, and 2-8 months representing minimum frequencies.

背景:对于无心血管疾病(CVD)的成人2型糖尿病(T2DM)患者的血脂监测频率,指南存在差异,且缺乏随机证据。本研究旨在优化不同LDL-C水平的2型糖尿病(T2DM)患者的脂质监测间隔。方法:这是一项目标试验模拟研究,使用香港医院管理局的全地区电子健康记录。在2009-2012年期间的任何12个月窗口内进行 ≥2次脂质面板测试的T2DM且无CVD的成人纳入研究。指标日期为第二次脂质检查日期。根据基线LDL-C对受试者进行分层(结果:LDL-C 结论:T2DM患者的脂质监测频率可根据基线LDL-C水平进行个体化,最低频率间隔约为16- 24,9 -15和2-8 个月。
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引用次数: 0
Corrigendum to "The effect of preprandial versus postprandial physical activity on glycaemia: Meta-analysis of human intervention studies". [Diabetes Res. Clin. Pract. 210 (2024) 111638]. “餐前和餐后体育活动对血糖的影响:人类干预研究的荟萃分析”的更正。糖尿病研究中心。实践。210(2024)111638]。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-12 DOI: 10.1016/j.diabres.2026.113143
Romy Slebe, Eva Wenker, Linda J Schoonmade, Emma J Bouman, Denis P Blondin, David J T Campbell, André C Carpentier, Joris Hoeks, Parminder Raina, Patrick Schrauwen, Mireille J Serlie, Dirk Jan Stenvers, Renée de Mutsert, Joline W J Beulens, Femke Rutters
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引用次数: 0
Tight versus less tight glycaemic targets for women with gestational diabetes mellitus: a randomised controlled trial. 妊娠期糖尿病妇女的严格与不严格血糖指标:一项随机对照试验
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-11 DOI: 10.1016/j.diabres.2026.113151
Polina V Popova, Elena A Vasukova, Alexandra S Tkachuk, Anna D Anopova, Irina S Nemikina, Elena V Verbitskaya, Angelina I Eriskovskaya, Elena Y Vasilieva, Irina E Zazerskaya, Ofeliia A Bettikher, Olga A Li, Tatiana M Pervunina, Viswanathan Mohan, Elena N Grineva, Evgeny V Shlyakhto

Aims: To determine if tight glycemic control in gestational diabetes mellitus (GDM) reduces adverse outcomes compared to less tight targets.

Methods: In a single-center, open-label randomized controlled trial, 650 women with GDM (singleton pregnancies, 12-31 weeks' gestation) were randomized to tight (fasting < 5.1 mmol/L, 1-h postprandial < 7.0 mmol/L) or less tight (fasting < 5.3 mmol/L, postprandial < 7.8 mmol/L) targets. The primary outcome was the incidence of large-for-gestational-age (LGA) infants. Secondary outcomes included measures of maternal and neonatal health, analyzed by intention-to-treat.

Results: Of 650 enrolled women, 626 (96.3%) completed the trial with primary outcome data. The tight-target group had a lower incidence of LGA (19.2% vs. 26.5%; adjusted relative risk (aRR) 0.61, 95%CI 0.42-0.89; p = 0.010), lower cesarean rates (23% vs. 29.9%; aRR 0.63; p = 0.012), and reduced gestational weight gain (10.1 vs. 10.7 kg; p = 0.006). Insulin use was higher with tight targets (32.6% vs. 21.6%; aRR 1.67; p = 0.005). Serious complications and maternal hypoglycemia rates were low and comparable.

Conclusion: Tight glycemic targets in GDM lower the risk of LGA births, cesarean delivery, and excess maternal weight gain without increasing severe adverse events, though they necessitate more frequent insulin therapy.

目的:确定妊娠期糖尿病(GDM)严格血糖控制与不严格血糖控制相比是否能减少不良结局。方法:在一项单中心、开放标签随机对照试验中,650名GDM妇女(单胎妊娠,12-31 孕周)被随机分为禁食组 。结果:650名入组妇女中,626名(96.3%)完成了具有主要结局数据的试验。紧靶组LGA发生率较低(19.2% vs. 26.5%),调整相对危险度(aRR) 0.61, 95%CI 0.42 ~ 0.89;p = 0.010),较低的剖宫产率(23%对29.9%;aRR 0.63; p = 0.012),并减少妊娠体重增加(10.1对10.7 kg; p = 0.006)。胰岛素使用越严格,胰岛素使用越高(32.6% vs. 21.6%; aRR 1.67; p = 0.005)。严重并发症和产妇低血糖率低且具有可比性。结论:GDM患者严格的血糖目标降低了LGA分娩、剖宫产和母亲体重增加过多的风险,而不会增加严重不良事件的发生,尽管这些不良事件需要更频繁的胰岛素治疗。
{"title":"Tight versus less tight glycaemic targets for women with gestational diabetes mellitus: a randomised controlled trial.","authors":"Polina V Popova, Elena A Vasukova, Alexandra S Tkachuk, Anna D Anopova, Irina S Nemikina, Elena V Verbitskaya, Angelina I Eriskovskaya, Elena Y Vasilieva, Irina E Zazerskaya, Ofeliia A Bettikher, Olga A Li, Tatiana M Pervunina, Viswanathan Mohan, Elena N Grineva, Evgeny V Shlyakhto","doi":"10.1016/j.diabres.2026.113151","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113151","url":null,"abstract":"<p><strong>Aims: </strong>To determine if tight glycemic control in gestational diabetes mellitus (GDM) reduces adverse outcomes compared to less tight targets.</p><p><strong>Methods: </strong>In a single-center, open-label randomized controlled trial, 650 women with GDM (singleton pregnancies, 12-31 weeks' gestation) were randomized to tight (fasting < 5.1 mmol/L, 1-h postprandial < 7.0 mmol/L) or less tight (fasting < 5.3 mmol/L, postprandial < 7.8 mmol/L) targets. The primary outcome was the incidence of large-for-gestational-age (LGA) infants. Secondary outcomes included measures of maternal and neonatal health, analyzed by intention-to-treat.</p><p><strong>Results: </strong>Of 650 enrolled women, 626 (96.3%) completed the trial with primary outcome data. The tight-target group had a lower incidence of LGA (19.2% vs. 26.5%; adjusted relative risk (aRR) 0.61, 95%CI 0.42-0.89; p = 0.010), lower cesarean rates (23% vs. 29.9%; aRR 0.63; p = 0.012), and reduced gestational weight gain (10.1 vs. 10.7 kg; p = 0.006). Insulin use was higher with tight targets (32.6% vs. 21.6%; aRR 1.67; p = 0.005). Serious complications and maternal hypoglycemia rates were low and comparable.</p><p><strong>Conclusion: </strong>Tight glycemic targets in GDM lower the risk of LGA births, cesarean delivery, and excess maternal weight gain without increasing severe adverse events, though they necessitate more frequent insulin therapy.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113151"},"PeriodicalIF":7.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194369","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
Exclusive association of non-HDL/HDL ratio with albuminuria in diabetes and its nonlinear pattern in advanced CKD: Findings from NHANES 2015-2020. 非高密度脂蛋白/高密度脂蛋白比率与糖尿病蛋白尿的独家关联及其在晚期CKD中的非线性模式:NHANES 2015-2020的发现
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-11 DOI: 10.1016/j.diabres.2026.113150
Xiaosu Ke

Objective: To investigate the diabetes-specific association between non-HDL/HDL cholesterol ratio (NHHR) and urinary albumin-to-creatinine ratio (UACR), and its nonlinear threshold effect in chronic kidney disease (CKD) stages.

Methods: This cross-sectional study included 10,613 U.S. adults(aged 20-70 years, estimated glomerular filtration rate ≥ 30 mL/min/1.73 m2) from NHANES 2015-2020. NHHR was calculated as the difference between total cholesterol and HDL-C divided by HDL-C. To explore the relationship between NHHR and UACR, a multivariable logistic regression model, smoothed curve fitting and subgroup analyses were employed.

Results: Each 1-unit NHHR increase elevated UACR by 4.46 mg/g overall(95% CI: 1.13-7.78, P = 0.009). Crucially, NHHR-UACR association wasexclusive to diabetics(β = 23.56 mg/g, 95% CI: 8.59-38.54, P < 0.001) with no significance in non-diabetics(P for interaction < 0.001). A nonlinear pattern emerged and intensified with declining renal function: Stage 1 showed a linear relationship(P = 0.426), Stage 2 demonstrated marginal nonlinearity(P = 0.031), and Stage 3 displayed a markedly nonlinear relationship(P < 0.001),characterized by an accelerated increase in UACR beyond an NHHR of approximately 3.5. Effect modification was significant by ethnicity (stronger in Non-Hispanic Blacks, P = 0.016) and sex(greater in females, P = 0.048).

Conclusion: NHHR associates with albuminuriaexclusively in diabetesand exhibits anonlinear pattern in CKD stage 3. These findings indicate diabetes-specific renal injury patterns and CKD stage-dependent pathophysiological mechanisms.

目的:探讨非高密度脂蛋白/高密度脂蛋白胆固醇比值(NHHR)与尿白蛋白/肌酐比值(UACR)在慢性肾脏疾病(CKD)分期中的相关性及其非线性阈值效应。方法:这项横断面研究纳入了来自NHANES 2015-2020的10,613名美国成年人(年龄20-70岁,肾小球滤过率 ≥ 30 mL/min/1.73 m2)。NHHR计算方法为总胆固醇与HDL-C之差除以HDL-C。为了探讨NHHR与UACR之间的关系,我们采用了多变量logistic回归模型、平滑曲线拟合和亚组分析。结果:每增加1单位NHHR,总UACR升高4.46 mg/g (95% CI: 1.13-7.78, P = 0.009)。关键是,NHHR- uacr的相关性仅存在于糖尿病患者(β = 23.56 mg/g, 95% CI: 8.59-38.54, P )。结论:NHHR与蛋白尿的相关性仅存在于糖尿病患者,且在CKD 3期表现为非线性模式。这些发现表明糖尿病特异性肾损伤模式和CKD阶段依赖的病理生理机制。
{"title":"Exclusive association of non-HDL/HDL ratio with albuminuria in diabetes and its nonlinear pattern in advanced CKD: Findings from NHANES 2015-2020.","authors":"Xiaosu Ke","doi":"10.1016/j.diabres.2026.113150","DOIUrl":"https://doi.org/10.1016/j.diabres.2026.113150","url":null,"abstract":"<p><strong>Objective: </strong>To investigate the diabetes-specific association between non-HDL/HDL cholesterol ratio (NHHR) and urinary albumin-to-creatinine ratio (UACR), and its nonlinear threshold effect in chronic kidney disease (CKD) stages.</p><p><strong>Methods: </strong>This cross-sectional study included 10,613 U.S. adults(aged 20-70 years, estimated glomerular filtration rate ≥ 30 mL/min/1.73 m<sup>2</sup>) from NHANES 2015-2020. NHHR was calculated as the difference between total cholesterol and HDL-C divided by HDL-C. To explore the relationship between NHHR and UACR, a multivariable logistic regression model, smoothed curve fitting and subgroup analyses were employed.</p><p><strong>Results: </strong>Each 1-unit NHHR increase elevated UACR by 4.46 mg/g overall(95% CI: 1.13-7.78, P = 0.009). Crucially, NHHR-UACR association wasexclusive to diabetics(β = 23.56 mg/g, 95% CI: 8.59-38.54, P < 0.001) with no significance in non-diabetics(P for interaction < 0.001). A nonlinear pattern emerged and intensified with declining renal function: Stage 1 showed a linear relationship(P = 0.426), Stage 2 demonstrated marginal nonlinearity(P = 0.031), and Stage 3 displayed a markedly nonlinear relationship(P < 0.001),characterized by an accelerated increase in UACR beyond an NHHR of approximately 3.5. Effect modification was significant by ethnicity (stronger in Non-Hispanic Blacks, P = 0.016) and sex(greater in females, P = 0.048).</p><p><strong>Conclusion: </strong>NHHR associates with albuminuriaexclusively in diabetesand exhibits anonlinear pattern in CKD stage 3. These findings indicate diabetes-specific renal injury patterns and CKD stage-dependent pathophysiological mechanisms.</p>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":" ","pages":"113150"},"PeriodicalIF":7.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194390","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
Limitation of existing GFR estimating equations and application of artificial intelligence in improving GFR estimation and chronic kidney disease progression in people with diabetes. 现有GFR估算方程的局限性及人工智能在改善GFR估算和糖尿病患者慢性肾脏疾病进展中的应用
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-10 DOI: 10.1016/j.diabres.2026.113152
Digsu N Koye, Rodney Kwok, Yih-Chung Tham, Tina Zafari, Kartik Kishore, Elif I Ekinci

The Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) 2009 equation is the most commonly used equation for estimating glomerular filtration rate (GFR) in clinical practice. However, recent studies have questioned the accuracy of this equation in estimating GFR in people with diabetes. We conducted a comprehensive review of existing literature on the role of artificial intelligence and machine learning in estimating GFR and the progression of chronic kidney disease (CKD), specifically in people with diabetes. Artificial intelligence, including machine learning and image-based deep learning algorithms have shown promise in improving the accuracy of GFR estimation. Artificial Neural Networks is the commonly used machine learning algorithm in GFR estimation studies. Other artificial intelligence methods include random forests, support vector machines, and ensemble learning models. Many of the studies included in this review reported that artificial intelligence-based GFR estimation equations exhibit lower bias, as well as higher precision and accuracy. However, these findings are not consistent across all the studies. In addition, currently available studies are limited to smaller sample sizes and majority of the studies are from selected countries or populations. Therefore, before implementing these methods in clinical practice, it is essential to validate them on larger sample sizes and diverse patient populations.

慢性肾脏疾病流行病学合作组织(CKD-EPI) 2009方程是临床实践中最常用的估算肾小球滤过率(GFR)的方程。然而,最近的研究质疑这个公式在估计糖尿病患者GFR时的准确性。我们对人工智能和机器学习在估计GFR和慢性肾脏疾病(CKD),特别是糖尿病患者的进展中的作用的现有文献进行了全面的回顾。人工智能,包括机器学习和基于图像的深度学习算法,在提高GFR估计的准确性方面显示出了希望。人工神经网络是GFR估计研究中常用的机器学习算法。其他人工智能方法包括随机森林、支持向量机和集成学习模型。本综述中包括的许多研究报告称,基于人工智能的GFR估计方程具有更低的偏差,以及更高的精度和准确性。然而,这些发现在所有研究中并不一致。此外,目前可获得的研究仅限于较小的样本量,大多数研究来自选定的国家或人口。因此,在临床实践中实施这些方法之前,有必要在更大的样本量和不同的患者群体上验证它们。
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引用次数: 0
Gestational diabetes mellitus phenotypes defined by 75-g oral glucose tolerance test response patterns: associations with perinatal outcomes and persistent postpartum diabetes 75克口服葡萄糖耐量试验反应模式定义的妊娠糖尿病表型:与围产期结局和产后持续性糖尿病的关系
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-08 DOI: 10.1016/j.diabres.2026.113148
Hanne Bulat Cim , Canan Satır Özel , Melis Altuğ İnan , Nisan Helin Dönmez , Esmehan Ayşit , Ergül Demirçivi , Bilge Kapudere , Neslişah Ar , Abdulkadir Turgut

Aims

To assess whether 75-g oral glucose tolerance test (OGTT) response patterns define clinically meaningful phenotypes among women with gestational diabetes mellitus (GDM) and whether these phenotypes are associated with perinatal outcomes and persistent postpartum diabetes.

Methods

This single-center ambispective cohort included women diagnosed with GDM by a 75-g OGTT at 24–28 weeks’ gestation (IADPSG) between January 2020 and May 2025. Women were classified as isolated fasting hyperglycemia (Group 1), isolated post-load hyperglycemia (Group 2), or combined hyperglycemia (Group 3). From ≥ 12 weeks postpartum onward, participants were recontacted for assessment of glycemic status, and outcomes were verified using available clinical records, laboratory results when available, and medication data.

Results

Among 251 women (mean age 31.4 years; mean BMI 32.5 kg/m2), insulin therapy was most frequent in Group 3 (27.4%; p < 0.001), which also had higher HbA1c (p = 0.011) and earlier delivery (p = 0.008). Persistent postpartum diabetes occurred in 12%. In multivariable analyses, higher BMI and phenotypes incorporating fasting hyperglycemia (Groups 1/3) were independently associated with persistent postpartum diabetes.

Conclusion

OGTT pattern–based phenotyping differentiates GDM subgroups in routine care, with differences in metabolic severity, treatment need, selected perinatal indicators, and postpartum diabetes risk, supporting targeted antenatal management and postpartum follow-up.
目的:评估75 g口服葡萄糖耐量试验(OGTT)反应模式是否定义妊娠糖尿病(GDM)妇女的临床有意义的表型,以及这些表型是否与围产期结局和产后持续性糖尿病相关。方法:该单中心双视角队列纳入了2020年1月至2025年5月期间24-28 孕周(IADPSG)通过75 g OGTT诊断为GDM的女性。将女性分为空腹高血糖组(1组)、负荷后高血糖组(2组)和合并高血糖组(3组)。从产后 ≥ 12 周开始,再次联系参与者评估血糖状态,并使用可用的临床记录、实验室结果和药物数据验证结果。结果:251名女性(平均年龄31.4 岁,平均BMI 32.5 kg/m2)中,胰岛素治疗在第3组最常见(27.4%);p 结论:基于OGTT模式的表型分型在常规护理中区分GDM亚组,在代谢严重程度、治疗需求、围产期指标选择和产后糖尿病风险方面存在差异,支持有针对性的产前管理和产后随访。
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引用次数: 0
Insights to HDL dysfunctionality: hypothesis of exhausted HDL 对HDL功能障碍的认识:HDL耗竭假说。
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-07 DOI: 10.1016/j.diabres.2026.113145
Abdolkarim Mahrooz
In recent years, a growing understanding of high-density lipoprotein (HDL) properties has significantly reshaped our comprehension of this crucial lipoprotein. Emerging evidence indicates that HDL can lose its well-documented protective functions, becoming dysfunctional and, paradoxically, even proatherogenic. Dysfunctional HDL (dys-HDL) is recognized as a critical contributor to cardiovascular disease and diabetes mellitus, conditions where cardiovascular complications are the main cause of mortality. The concept of dys-HDL appears broad, necessitating a distinction between HDL with diminished protective functionality and HDL that actively promotes proatherogenic effects. In certain conditions, the transition from protective to proatherogenic HDL appears to be a gradual and progressive process. This transition may be conceptualized through the idea of ‘exhausted’ HDL (ex-HDL), which represents HDL that has experienced reduced functionality but has not yet fully acquired proatherogenic characteristics. It signifies an abnormality leading to a state of ‘partial functional impairment’ in HDL. Hypothetically, dys-HDL could be categorized into two groups: ex-HDL and proatherogenic HDL. Such a classifying offers a path towards more targeted therapies for cardiovascular risk reduction. This review aims to enhance our understanding of HDL dysfunctionality and propose ex-HDL, thereby offering insights into the transition from protective to proatherogenic HDL.
近年来,对高密度脂蛋白(HDL)特性的认识不断加深,极大地改变了我们对这种重要脂蛋白的认识。越来越多的证据表明,HDL可能失去其众所周知的保护功能,变得功能失调,甚至可能导致动脉粥样硬化。HDL功能失调(dysi -HDL)被认为是心血管疾病和糖尿病的关键因素,心血管并发症是导致死亡的主要原因。HDL异常的概念似乎很宽泛,因此需要区分保护功能减弱的HDL和积极促进动脉粥样硬化作用的HDL。在某些情况下,从保护性到致动脉粥样硬化性HDL的转变似乎是一个渐进的过程。这种转变可以通过“耗尽”HDL(前HDL)的概念来概念化,它代表HDL经历了功能降低,但尚未完全获得促动脉粥样硬化特征。这表明HDL出现了一种导致“部分功能损伤”的异常。假设,dysi -HDL可分为两组:前HDL和促粥样硬化HDL。这样的分类为降低心血管风险提供了更有针对性的治疗方法。这篇综述旨在提高我们对HDL功能障碍的理解,并提出前HDL,从而为从保护性到促粥样硬化性HDL的转变提供见解。
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引用次数: 0
Association of remnant cholesterol inflammation index with future cardiovascular disease risk in patients with cardiovascular-kidney-metabolic syndrome stages 0–3 0-3期心血管-肾-代谢综合征患者残余胆固醇炎症指数与未来心血管疾病风险的关系
IF 7.4 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-07 DOI: 10.1016/j.diabres.2026.113146
Nanshan Xie , Lihuan Zeng , Xiangming Hu , Zejia Wu , Weiling Lu , Songyuan Luo , Jianfang Luo

Aims

This study aims to investigate the association between remnant cholesterol inflammation index (RCII) and future cardiovascular diseases (CVD) risk across cardiovascular–kidney–metabolic (CKM) syndrome stages 0–3 population.

Methods

This study included 7,527 participants with CKM syndrome stages 0–3 and without a prior history of CVD from the China Health and Retirement Longitudinal Study. RCII was calculated as remnant cholesterol (RC) (mg/dL) × high-sensitivity C-reactive protein (hsCRP) (mg/L)/10. The primary endpoint was CVD. Multivariable Cox regression and restricted cubic spline analyses were performed to evaluate the association between RCII and CVD.

Results

Over a median follow-up of 7 years, 1,247 participants (16.5%) experienced CVD events. Compared with participants in the lowest quartile of RCII, those in the highest quartile had a 1.25-fold higher risk of future CVD (hazard ratio: 1.25, 95% confidence interval: 1.03–1.52, P for trend = 0.009). Kaplan–Meier analysis demonstrated that the optimal dichotomous cutoff of RCII for CVD was 1.488 (log-rank test: P < 0.05). RC and hs-CRP exhibited a synergistic effect on CVD, with elevated hs-CRP partially mediating the association between RC and CVD, accounting for 18.87% of the effect (P = 0.040).

Conclusions

Among individuals with CKM syndrome stages 0–3, elevated RCII levels were associated with future risk of CVD.
目的:本研究旨在探讨心血管-肾-代谢(CKM)综合征0-3期人群中残余胆固醇炎症指数(RCII)与未来心血管疾病(CVD)风险之间的关系。方法:本研究包括来自中国健康与退休纵向研究的7,527名CKM综合征0-3期且无心血管疾病史的参与者。RCII计算为残余胆固醇(mg/dL) × 高敏c反应蛋白(mg/L)/10。主要终点为CVD。采用多变量Cox回归和限制性三次样条分析来评估RCII与CVD之间的关系。结果:在中位随访7 年期间,1247名参与者(16.5%)经历了CVD事件。与RCII最低四分位数的参与者相比,最高四分位数的参与者未来心血管疾病的风险高出1.25倍(风险比:1.25,95%置信区间:1.03-1.52,P为趋势 = 0.009)。Kaplan-Meier分析显示,CVD患者RCII的最佳二分类截止值为1.488 (log-rank检验:P < 0.05)。RC和hs-CRP对CVD有协同作用,其中hs-CRP升高部分介导了RC与CVD的关联,占18.87% (P = 0.040)。结论:在CKM综合征0-3期患者中,RCII水平升高与未来CVD风险相关。
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Diabetes research and clinical practice
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