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Diabetes and chronic kidney disease in Chinese adults: a population-based cohort study. 中国成年人的糖尿病和慢性肾病:一项基于人群的队列研究。
IF 3.7 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-24 DOI: 10.1136/bmjdrc-2023-003721
Xue Wang, Lu Chen, Kexiang Shi, Jun Lv, Dianjianyi Sun, Pei Pei, Ling Yang, Yiping Chen, Huaidong Du, Jiaqiu Liu, Xiaoming Yang, Maxim Barnard, Junshi Chen, Zhengming Chen, Liming Li, Canqing Yu

Introduction: Cohort evidence of the association of diabetes mellitus (DM) with chronic kidney disease (CKD) is limited. Previous studies often describe patients with kidney disease and diabetes as diabetic kidney disease (DKD) or CKD, ignoring other subtypes. The present study aimed to assess the prospective association of diabetes status (no diabetes, pre-diabetes, screened diabetes, previously diagnosed controlled/uncontrolled diabetes with/without antidiabetic treatment) and random plasma glucose (RPG) with CKD risk (including CKD subtypes) among Chinese adults.

Research design and methods: The present study included 472 545 participants from the China Kadoorie Biobank, using baseline information on diabetes and RPG. The incident CKD and its subtypes were collected through linkage with the national health insurance system during follow-up. Cox regression models were used to calculate the HR and 95% CI.

Results: During 11.8 years of mean follow-up, 5417 adults developed CKD. Screened plus previously diagnosed diabetes was positively associated with CKD (HR=4.52, 95% CI 4.23 to 4.83), DKD (HR=33.85, 95% CI 29.56 to 38.76), and glomerulonephritis (HR=1.66, 95% CI 1.40 to 1.97). In those with previously diagnosed diabetes, participants with uncontrolled diabetes represented higher risks of CKD, DKD, and glomerulonephritis compared with those with controlled RPG. The risk of DKD was found to rise in participants with pre-diabetes and increased with the elevated RPG level, even in those without diabetes.

Conclusions: Among Chinese adults, diabetes was positively associated with CKD, DKD, and glomerulonephritis. Screen-detected and uncontrolled DM had a high risk of CKD, and pre-diabetes was associated with a greater risk of DKD, highlighting the significance of lifelong glycemic management.

导言:糖尿病(DM)与慢性肾脏病(CKD)相关性的队列研究证据有限。以往的研究通常将肾病合并糖尿病的患者描述为糖尿病肾病(DKD)或慢性肾脏病(CKD),而忽略了其他亚型。本研究旨在评估中国成年人中糖尿病状态(无糖尿病、糖尿病前期、筛查出的糖尿病、既往诊断为控制/未控制糖尿病且接受/未接受抗糖尿病治疗)和随机血浆葡萄糖(RPG)与CKD风险(包括CKD亚型)的前瞻性关联:本研究纳入了来自中国嘉道理生物库的472 545名参与者,使用了糖尿病和随机血浆葡萄糖的基线信息。在随访过程中,通过与国家医疗保险系统的连接,收集事件性 CKD 及其亚型。采用 Cox 回归模型计算 HR 和 95% CI:结果:在平均 11.8 年的随访期间,有 5417 名成年人患上了慢性肾脏病。筛查和既往诊断的糖尿病与 CKD(HR=4.52,95% CI 4.23 至 4.83)、DKD(HR=33.85,95% CI 29.56 至 38.76)和肾小球肾炎(HR=1.66,95% CI 1.40 至 1.97)呈正相关。在既往确诊的糖尿病患者中,未控制的糖尿病患者与控制的RPG患者相比,患慢性肾脏病、慢性肾小球疾病和肾小球肾炎的风险更高。研究发现,糖尿病前期患者患 DKD 的风险上升,并且随着 RPG 水平的升高而增加,即使没有糖尿病的患者也是如此:结论:在中国成年人中,糖尿病与慢性肾脏病、慢性肾脏病和肾小球肾炎呈正相关。筛查发现和未控制的糖尿病患者罹患慢性肾小球肾炎的风险很高,而糖尿病前期患者罹患慢性肾小球肾炎的风险更高,这凸显了终身血糖管理的重要性。
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引用次数: 0
Correction: Normative data on cardiovascular autonomic function in Greenlandic Inuit. 更正:格陵兰因纽特人心血管自律神经功能的标准数据。
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-24 DOI: 10.1136/bmjdrc-2021-002121corr1
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引用次数: 0
Effects of sodium-glucose cotransporter-2 (SGLT-2) inhibitors on serum uric acid levels in patients with chronic kidney disease: a systematic review and network meta-analysis. 钠-葡萄糖共转运体-2(SGLT-2)抑制剂对慢性肾病患者血清尿酸水平的影响:系统综述和网络荟萃分析。
IF 3.7 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-18 DOI: 10.1136/bmjdrc-2023-003836
Linli Zhang, Fan Zhang, Yan Bai, Liuyan Huang, Yifei Zhong, Xianwen Zhang

Elevated serum uric acid levels are an independent predictor of occurrence and development of chronic kidney disease (CKD) and are strongly associated with prognosis. Several clinical trials have demonstrated the benefits of sodium-glucose cotransporter-2 (SGLT-2) inhibitors. To evaluate and rank the effects and safety of various SGLT-2 for serum uric acid levels in patients with CKD. We performed a systematic PubMed, Embase, Scopus, and Web of Science search, including studies published before July 1, 2023. Two researchers independently extracted data on study characteristics and outcomes and assessed study quality using the Cochrane Collaboration's risk of bias tool 2. The gemtc package of R software was used to perform network meta-analysis within a Bayesian framework. The primary outcome was serum uric acid levels, and the secondary outcome was adverse events. Effect sizes are reported as standardized mean differences (SMDs), risk ratio (RR), and 95% CI, respectively. The certainty of evidence was evaluated using Grading of Recommendations, Assessment, Development and Evaluations (GRADE) criteria. Eight RCTs (9367 participants) were included in this meta-analysis. The results of the paired meta-analysis showed that SGLT-2 inhibitors significantly reduced serum uric acid levels in patients with CKD compared with the placebo group (SMD -0.22; 95% CI -0.42 to -0.03; GRADE: low). Pooled analysis of any adverse events reported in the included studies showed similar incidence rates in the SGLT-2 inhibitor and placebo groups (RR: 0.99; 95% CI 0.97 to 1.00; p=0.147; GRADE: high). Subgroup analysis showed a statistically significant difference only for tofogliflozin. Further network meta-analysis showed that dapagliflozin 10 mg and ipragliflozin 50 mg may be the most effective in reducing uric acid levels. SGLT-2 inhibitors significantly reduced serum uric acid levels in patients with CKD, and dapagliflozin 10 mg and ipragliflozin 50 mg may be the optimal dosages. SGLT-2 inhibitors hold great promise as an antidiabetic therapeutic option for patients with CKD who have elevated serum uric acid levels. PROSPERO registration number: CRD42023456581.

血清尿酸水平升高是慢性肾脏病(CKD)发生和发展的独立预测指标,并且与预后密切相关。多项临床试验证明了钠-葡萄糖共转运体-2(SGLT-2)抑制剂的益处。为了评估各种 SGLT-2 对 CKD 患者血清尿酸水平的影响和安全性,并对其进行排序。我们对 PubMed、Embase、Scopus 和 Web of Science 进行了系统检索,包括 2023 年 7 月 1 日之前发表的研究。两名研究人员独立提取了有关研究特征和结果的数据,并使用 Cochrane 协作组织的偏倚风险工具 2 评估了研究质量。使用 R 软件的 gemtc 软件包在贝叶斯框架内进行网络荟萃分析。主要结果为血清尿酸水平,次要结果为不良事件。效应大小分别以标准化平均差(SMD)、风险比(RR)和 95% CI 的形式报告。证据的确定性采用推荐、评估、发展和评价分级(GRADE)标准进行评估。本次荟萃分析共纳入了 8 项研究性试验(9367 名参与者)。配对荟萃分析结果显示,与安慰剂组相比,SGLT-2 抑制剂可显著降低 CKD 患者的血清尿酸水平(SMD -0.22; 95% CI -0.42 to -0.03;GRADE:低)。对纳入研究中报告的任何不良事件进行的汇总分析显示,SGLT-2 抑制剂组和安慰剂组的不良事件发生率相似(RR:0.99;95% CI 0.97 至 1.00;P=0.147;GRADE:高)。亚组分析显示,只有托非格列净的差异具有统计学意义。进一步的网络荟萃分析表明,达帕格列净 10 毫克和 ipragliflozin 50 毫克可能是降低尿酸水平最有效的药物。SGLT-2抑制剂能显著降低慢性肾脏病患者的血清尿酸水平,而达帕格列净10毫克和伊匹唑仑50毫克可能是最佳剂量。SGLT-2抑制剂有望成为血清尿酸水平升高的慢性肾脏病患者的抗糖尿病治疗选择。PROSPERO 注册号:CRD42023456581。
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引用次数: 0
Continuous intrafemoral artery infusion of urokinase improves diabetic foot ulcers healing and decreases cardiovascular events in a long-term follow-up study. 在一项长期随访研究中,股动脉内持续输注尿激酶可改善糖尿病足溃疡愈合并减少心血管事件。
IF 3.7 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-12 DOI: 10.1136/bmjdrc-2023-003414
Jiayue Tong, Junxia Zhang, Lin Xiang, Shuguang Li, Jinling Xu, Guangping Zhu, Jing Dong, Yangyang Cheng, Hujun Ren, Min Liu, Ling Yue, Guangda Xiang

Introduction: Diabetic foot ulcer (DFU) is a disabling complication of diabetes mellitus. Here, we attempted to assess whether long-term intrafemoral artery infusion of low-dose urokinase therapy improved DFUs and decreased cardiovascular events in patients with DFUs.

Research design and methods: This trial was a single-center, randomized, parallel study. A total of 195 patients with DFU were randomized to continuous intrafemoral thrombolysis or conventional therapy groups. The continuous intrafemoral thrombolysis group received continuous intrafemoral urokinase injection for 7 days, and conventional therapy just received wound debridement and dressing change. Then, a follow-up of average 6.5 years was performed.

Results: Compared with conventional therapy, at the first 1 month of intervention stage, the ulcers achieved a significant improvement in continuous intrafemoral thrombolysis group including a complete closure (72.4% vs 17.5%), an improved ulcer (27.6% vs 25.8%), unchanged or impaired ulcer (0% vs 56.7%). During the 6.5-year follow-up, for the primary outcome of ulcer closure rate, continuous intrafemoral thrombolysis therapy obtained a better complete healing rate (HR 3.42 (95% CI 2.35 to 4.98, p<0.0001)). For the secondary outcome of cardiovascular disease events, continuous intrafemoral thrombolysis therapy had a lower incidence of cardiovascular events (HR 0.50 (95% CI 0.34 to 0.74, p<0.0001)). Importantly, intrafemoral thrombolysis therapy decreased the incidence of cardiovascular death (HR 0.42 (95%CI 0.20 to 0.89, p=0.0241)). Additionally, continuous intrafemoral thrombolysis therapy improved local skin oxygenation and peripheral neuropathy as well as glycolipid metabolic profiles when compared with conventional therapy group (p<0.05).

Conclusions: Continuous intrafemoral thrombolysis therapy has a better therapeutic efficacy to improve DFUs and decrease cardiovascular events.

Trial registration number: NCT01108120.

简介:糖尿病足溃疡(DFU)是一种致残性并发症:糖尿病足溃疡(DFU)是糖尿病的一种致残性并发症。在此,我们试图评估长期股动脉内输注低剂量尿激酶是否能改善糖尿病足溃疡并减少糖尿病足溃疡患者的心血管事件:该试验是一项单中心、随机、平行研究。共有195名DFU患者被随机分为连续股动脉内溶栓治疗组和常规治疗组。连续股骨内溶栓组接受连续7天的股骨内尿激酶注射,常规治疗组仅接受伤口清创和换药。然后,进行了平均 6.5 年的随访:结果:与传统疗法相比,在干预阶段的最初1个月,连续股动脉内溶栓治疗组的溃疡得到了显著改善,包括完全闭合(72.4% vs 17.5%)、溃疡改善(27.6% vs 25.8%)、溃疡无变化或受损(0% vs 56.7%)。在为期6.5年的随访中,就溃疡闭合率这一主要结果而言,连续股动脉内溶栓疗法获得了更好的完全愈合率(HR 3.42(95% CI 2.35至4.98,p结论:连续股骨内溶栓疗法在改善DFU和减少心血管事件方面具有更好的疗效:NCT01108120。
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引用次数: 0
Association of GLP-1 secretion with parameters of glycemic control in women after gestational diabetes mellitus. GLP-1 分泌与妊娠糖尿病妇女血糖控制参数的关系。
IF 3.7 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-10 DOI: 10.1136/bmjdrc-2023-003706
Eleni Pappa, Kristina Busygina, Saori Harada, Hana Hermann, Cornelia Then, Andreas Lechner, Uta Ferrari, Jochen Seissler

Introduction: Women with a history of gestational diabetes mellitus (GDM) are at high risk of developing type 2 diabetes, while the exact mechanisms underlying its pathophysiology are still unclear. We investigated the association of glucagon-like peptide-1 (GLP-1) response to oral glucose with parameters of glycemic control in women with previous GDM in the prospective PPSDiab (Prediction, Prevention, and Subclassification of Type 2 Diabetes) study.

Research design and methods: Glucose metabolism parameters and GLP-1 secretion were analyzed during oral glucose tolerance test (OGTT) in women with previous GDM (n=129) and women with a history of normal glucose tolerance (n=67) during pregnancy (controls). First- and second-phase insulin and GLP-1 secretion in relation to plasma glucose (PG) levels were assessed, and development of pre-diabetes was analyzed after 5-year follow-up among women with previous GDM and a normal glycemic state at baseline (n=58).

Results: The area under the curve (AUC during the OGTT 0-120 min) of PG and insulin but not GLP-1 differed significantly between post-GDM women and controls. However, women with previous GDM had a significantly decreased GLP-1 response in relation to PG and plasma insulin during the second phase of the OGTT. After a follow-up of 5 years, 19.0% post-GDM women with a normal glycemic state at the baseline visit developed abnormal glucose metabolism. The total, first- and second-phase AUC GLP-1/PG and GLP-1/insulin ratios were not associated with development of abnormal glucose tolerance.

Conclusions: Women with previous GDM showed a reduced GLP-1 response in relation to PG and insulin concentrations indicating early abnormalities in glucose metabolism. However, the altered GLP-1 response to oral glucose did not predict progression to pre-diabetes and type 2 diabetes in the first 5 years after GDM.

导言:有妊娠糖尿病(GDM)病史的妇女患2型糖尿病的风险很高,但其病理生理学的确切机制仍不清楚。在前瞻性 PPSDiab(2 型糖尿病的预测、预防和亚分类)研究中,我们调查了胰高血糖素样肽-1(GLP-1)对口服葡萄糖的反应与曾患 GDM 妇女血糖控制参数的关联:研究设计:在口服葡萄糖耐量试验(OGTT)期间,对既往患过 GDM 的妇女(129 人)和孕期糖耐量正常的妇女(67 人)(对照组)的葡萄糖代谢参数和 GLP-1 分泌进行了分析。评估了第一和第二阶段胰岛素和GLP-1分泌与血浆葡萄糖(PG)水平的关系,并对曾患过GDM且基线血糖状态正常的妇女(58人)进行了为期5年的随访,分析了糖尿病前期的发展情况:结果:GDM 后妇女与对照组之间的 PG 和胰岛素曲线下面积(OGTT 0-120 分钟期间的 AUC)有显著差异,但 GLP-1 无显著差异。然而,与 PG 和血浆胰岛素相比,曾患 GDM 的妇女在 OGTT 的第二阶段对 GLP-1 的反应明显降低。随访 5 年后,19.0% 的 GDM 后妇女在基线访问时血糖状态正常,但后来出现了糖代谢异常。总、第一阶段和第二阶段的AUC GLP-1/PG和GLP-1/胰岛素比率与糖耐量异常的发生无关:结论:既往患过 GDM 的妇女的 GLP-1 反应与 PG 和胰岛素浓度相关性降低,表明葡萄糖代谢早期出现异常。然而,对口服葡萄糖的 GLP-1 反应的改变并不能预测 GDM 后最初 5 年中糖尿病前期和 2 型糖尿病的进展。
{"title":"Association of GLP-1 secretion with parameters of glycemic control in women after gestational diabetes mellitus.","authors":"Eleni Pappa, Kristina Busygina, Saori Harada, Hana Hermann, Cornelia Then, Andreas Lechner, Uta Ferrari, Jochen Seissler","doi":"10.1136/bmjdrc-2023-003706","DOIUrl":"10.1136/bmjdrc-2023-003706","url":null,"abstract":"<p><strong>Introduction: </strong>Women with a history of gestational diabetes mellitus (GDM) are at high risk of developing type 2 diabetes, while the exact mechanisms underlying its pathophysiology are still unclear. We investigated the association of glucagon-like peptide-1 (GLP-1) response to oral glucose with parameters of glycemic control in women with previous GDM in the prospective PPSDiab (Prediction, Prevention, and Subclassification of Type 2 Diabetes) study.</p><p><strong>Research design and methods: </strong>Glucose metabolism parameters and GLP-1 secretion were analyzed during oral glucose tolerance test (OGTT) in women with previous GDM (n=129) and women with a history of normal glucose tolerance (n=67) during pregnancy (controls). First- and second-phase insulin and GLP-1 secretion in relation to plasma glucose (PG) levels were assessed, and development of pre-diabetes was analyzed after 5-year follow-up among women with previous GDM and a normal glycemic state at baseline (n=58).</p><p><strong>Results: </strong>The area under the curve (AUC during the OGTT 0-120 min) of PG and insulin but not GLP-1 differed significantly between post-GDM women and controls. However, women with previous GDM had a significantly decreased GLP-1 response in relation to PG and plasma insulin during the second phase of the OGTT. After a follow-up of 5 years, 19.0% post-GDM women with a normal glycemic state at the baseline visit developed abnormal glucose metabolism. The total, first- and second-phase AUC GLP-1/PG and GLP-1/insulin ratios were not associated with development of abnormal glucose tolerance.</p><p><strong>Conclusions: </strong>Women with previous GDM showed a reduced GLP-1 response in relation to PG and insulin concentrations indicating early abnormalities in glucose metabolism. However, the altered GLP-1 response to oral glucose did not predict progression to pre-diabetes and type 2 diabetes in the first 5 years after GDM.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"12 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10806896/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139416357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Should insulin resistance (HOMA-IR), insulin secretion (HOMA-β), and visceral fat area be considered for improving the performance of diabetes risk prediction models. 为提高糖尿病风险预测模型的性能,是否应考虑胰岛素抵抗(HOMA-IR)、胰岛素分泌(HOMA-β)和内脏脂肪面积。
IF 3.7 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-08 DOI: 10.1136/bmjdrc-2023-003680
Huan Hu, Tohru Nakagawa, Toru Honda, Shuichiro Yamamoto, Tetsuya Mizoue

Introduction: Insulin resistance and defects in pancreatic beta cells are the two major pathophysiologic abnormalities that underlie type 2 diabetes. In addition, visceral fat area (VFA) is reported to be a stronger predictor for diabetes than body mass index (BMI). Here, we tested whether the performance of diabetes prediction models could be improved by adding HOMA-IR and HOMA-β and replacing BMI with VFA.

Research design and methods: We developed five prediction models using data from a cohort study (5578 individuals, of whom 94.7% were male, and 943 had incident diabetes). We conducted a baseline model (model 1) including age, sex, BMI, smoking, dyslipidemia, hypertension, and HbA1c. Subsequently, we developed another four models: model 2, predictors in model 1 plus fasting plasma glucose (FPG); model 3, predictors in model 1 plus HOMA-IR and HOMA-β; model 4, predictors in model 1 plus FPG, HOMA-IR, and HOMA-β; model 5, replaced BMI with VFA in model 2. We assessed model discrimination and calibration for the first 10 years of follow-up.

Results: The addition of FPG to model 1 obviously increased the value of the area under the receiver operating characteristic curve from 0.79 (95% CI 0.78, 0.81) to 0.84 (0.83, 0.85). Compared with model 1, model 2 also significantly improved the risk reclassification and discrimination, with a continuous net reclassification improvement index of 0.61 (0.56, 0.70) and an integrated discrimination improvement index of 0.09 (0.08, 0.10). Adding HOMA-IR and HOMA-β (models 3 and 4) or replacing BMI with VFA (model 5) did not further materially improve the performance.

Conclusions: This cohort study, primarily composed of male workers, suggests that a model with BMI, FPG, and HbA1c effectively identifies those at high diabetes risk. However, adding HOMA-IR, HOMA-β, or replacing BMI with VFA does not significantly improve the model. Further studies are needed to confirm our findings.

引言胰岛素抵抗和胰岛β细胞缺陷是导致 2 型糖尿病的两大病理生理异常。此外,据报道,内脏脂肪面积(VFA)比体重指数(BMI)更能预测糖尿病。在此,我们测试了通过增加 HOMA-IR 和 HOMA-β,并用 VFA 取代 BMI,是否能提高糖尿病预测模型的性能:我们利用一项队列研究的数据(5578 人,其中 94.7% 为男性,943 人患有糖尿病)开发了五个预测模型。我们建立了一个基线模型(模型 1),包括年龄、性别、体重指数、吸烟、血脂异常、高血压和 HbA1c。随后,我们又建立了四个模型:模型 2,模型 1 中的预测因素加上空腹血浆葡萄糖(FPG);模型 3,模型 1 中的预测因素加上 HOMA-IR 和 HOMA-β;模型 4,模型 1 中的预测因素加上 FPG、HOMA-IR 和 HOMA-β;模型 5,在模型 2 中用 VFA 取代 BMI。我们对随访前 10 年的模型区分度和校准进行了评估:结果:在模型 1 中加入 FPG 后,接收者操作特征曲线下的面积值明显增加,从 0.79 (95% CI 0.78, 0.81) 增加到 0.84 (0.83, 0.85)。与模型 1 相比,模型 2 也显著提高了风险再分类和分辨能力,连续净再分类提高指数为 0.61(0.56, 0.70),综合分辨能力提高指数为 0.09(0.08, 0.10)。加入 HOMA-IR 和 HOMA-β(模型 3 和 4)或用 VFA 代替 BMI(模型 5)并没有进一步提高性能:这项主要由男性工人组成的队列研究表明,使用体重指数、血脂饱和度和 HbA1c 的模型可以有效识别糖尿病高危人群。然而,加入 HOMA-IR、HOMA-β 或用 VFA 代替 BMI 并不能显著改善模型。我们需要进一步的研究来证实我们的发现。
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引用次数: 0
Incident dementia risk among patients with type 2 diabetes receiving metformin versus alternative oral glucose-lowering therapy: an observational cohort study using UK primary healthcare records 接受二甲双胍与其他口服降糖药治疗的 2 型糖尿病患者的痴呆症发病风险:利用英国初级医疗保健记录开展的一项观察性队列研究
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-01 DOI: 10.1136/bmjdrc-2023-003548
William Doran, Louis Tunnicliffe, Rutendo Muzambi, Christopher T Rentsch, Krishnan Bhaskaran, Liam Smeeth, Carol Brayne, Dylan M Williams, Nish Chaturvedi, Sophie V Eastwood, Susanna J Dunachie, Rohini Mathur, Charlotte Warren-Gash
Introduction 4.2 million individuals in the UK have type 2 diabetes, a known risk factor for dementia and mild cognitive impairment (MCI). Diabetes treatment may modify this association, but existing evidence is conflicting. We therefore aimed to assess the association between metformin therapy and risk of incident all-cause dementia or MCI compared with other oral glucose-lowering therapies (GLTs). Research design and methods We conducted an observational cohort study using the Clinical Practice Research Datalink among UK adults diagnosed with diabetes at ≥40 years between 1990 and 2019. We used an active comparator new user design to compare risks of dementia and MCI among individuals initially prescribed metformin versus an alternative oral GLT using Cox proportional hazards regression controlling for sociodemographic, lifestyle and clinical confounders. We assessed for interaction by age and sex. Sensitivity analyses included an as-treated analysis to mitigate potential exposure misclassification. Results We included 211 396 individuals (median age 63 years; 42.8% female), of whom 179 333 (84.8%) initiated on metformin therapy. Over median follow-up of 5.4 years, metformin use was associated with a lower risk of dementia (adjusted HR (aHR) 0.86 (95% CI 0.79 to 0.94)) and MCI (aHR 0.92 (95% CI 0.86 to 0.99)). Metformin users aged under 80 years had a lower dementia risk (aHR 0.77 (95% CI 0.68 to 0.85)), which was not observed for those aged ≥80 years (aHR 0.95 (95% CI 0.87 to 1.05)). There was no interaction with sex. The as-treated analysis showed a reduced effect size compared with the main analysis (aHR 0.90 (95% CI 0.83 to 0.98)). Conclusions Metformin use was associated with lower risks of incident dementia and MCI compared with alternative GLT among UK adults with diabetes. While our findings are consistent with a neuroprotective effect of metformin against dementia, further research is needed to reduce risks of confounding by indication and assess causality. Data may be obtained from a third party and are not publicly available. The data used for this study were obtained from the CPRD. Access to CPRD data is subject to protocol approval via CPRD’s Research Data Governance Process (see ). Data acquisition is associated with a fee and data protection requirements. Code lists used to define health conditions in this study have been made openly available on LSHTM Data Compass: ().
导言:英国有 420 万人患有 2 型糖尿病,这是痴呆症和轻度认知障碍 (MCI) 的已知风险因素。糖尿病治疗可能会改变这种关联,但现有证据并不一致。因此,我们旨在评估二甲双胍治疗与其他口服降糖药物 (GLT) 相比,与全因痴呆或 MCI 发病风险之间的关联。研究设计与方法 我们利用临床实践研究数据链对 1990 年至 2019 年间确诊糖尿病的年龄≥40 岁的英国成年人进行了一项观察性队列研究。我们采用主动比较者新用户设计,在控制社会人口学、生活方式和临床混杂因素的情况下,使用 Cox 比例危险度回归法比较了最初处方二甲双胍与替代口服 GLT 的患者患痴呆症和 MCI 的风险。我们评估了年龄和性别的交互作用。敏感性分析包括治疗分析,以减少潜在的暴露误分类。结果 我们纳入了 211 396 人(中位年龄为 63 岁;42.8% 为女性),其中 179 333 人(84.8%)开始接受二甲双胍治疗。在中位 5.4 年的随访中,服用二甲双胍可降低痴呆症(调整 HR (aHR) 0.86 (95% CI 0.79 至 0.94))和 MCI(调整 HR 0.92 (95% CI 0.86 至 0.99))的风险。80岁以下二甲双胍使用者的痴呆风险较低(aHR 0.77 (95% CI 0.68 to 0.85)),而年龄≥80岁者的痴呆风险则较低(aHR 0.95 (95% CI 0.87 to 1.05))。与性别没有交互作用。与主要分析(aHR 0.90 (95% CI 0.83 to 0.98))相比,治疗分析显示效应大小有所降低。结论 在英国成年糖尿病患者中,与替代 GLT 相比,使用二甲双胍与较低的痴呆症和 MCI 发病风险相关。虽然我们的研究结果与二甲双胍对痴呆症的神经保护作用一致,但仍需进一步研究,以减少适应症混淆的风险并评估因果关系。数据可能来自第三方,不对外公开。本研究使用的数据来自 CPRD。访问 CPRD 数据需通过 CPRD 的研究数据管理流程(见)进行方案审批。数据获取需要支付一定的费用,并有数据保护要求。本研究中用于定义健康状况的代码表已在 LSHTM Data Compass 上公开发布:()。
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引用次数: 0
High prevalence of retinopathy in young-onset type 2 diabetes and possible sex differences: insights from Norwegian general practice 年轻 2 型糖尿病患者视网膜病变的高发病率和可能的性别差异:挪威全科医生的见解
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-01 DOI: 10.1136/bmjdrc-2023-003624
Katrina Tibballs, Anne Karen Jenum, Lars Kirkebøen, Tore Julsrud Berg, Tor Claudi, John Graham Cooper, Kjersti Nøkleby, Sverre Sandberg, Jørund Straand, Esben Selmer Buhl
Introduction People with young-onset type 2 diabetes (YOD), defined as diabetes diagnosis before age 40, have a high lifetime risk of vascular complications. We aimed to estimate the prevalence of YOD among adults with type 2 diabetes (T2D) in Norwegian general practice and explore associations between age at diabetes diagnosis and retinopathy overall and in men and women. Research design and methods We collected cross-sectional data from general practice electronic medical records of 10 241 adults with T2D in 2014, and repeated measurements of hemoglobin A1c (HbA1c) from 2012 to 2014. Using multivariate logistic regression, we assessed associations between YOD and later-onset T2D, sex and retinopathy. Results Of all individuals with T2D, 10% were diagnosed before 40 years of age in both sexes. Compared with later-onset T2D, HbA1c increased faster in YOD, and at the time of diagnosis HbA1c was higher in men, particularly in YOD. Retinopathy was found in 25% with YOD, twice as frequently as in later onset. After adjustments for confounders (age, country of origin, education, body mass index), OR of retinopathy was increased in both men with YOD (OR 2.6 (95% CI 2.0 to 3.5)) and women with YOD (OR 2.2 (1.5 to 3.0)). After further adjustments for potential mediators (diabetes duration and HbA1c), the higher OR persisted in men with YOD (OR 1.8 (1.3 to 2.4)) but was attenuated and no longer significant for women with YOD. Conclusions Retinopathy prevalence was more than twice as high in YOD as in later-onset T2D. The increased likelihood of retinopathy in YOD was partly mediated by higher HbA1c and longer T2D duration, but after accounting for these factors it remained higher in men with YOD. Data may be obtained from a third party and are not publicly available. The data underlying this article cannot be shared publicly due to the privacy of individuals who participated in the study. The data will be shared on reasonable request to the corresponding author if approved by the ethics committee.
导言 年轻的2型糖尿病患者(YOD)是指在40岁之前诊断出糖尿病的患者,他们一生中发生血管并发症的风险很高。我们的目的是估算挪威全科医生中2型糖尿病(T2D)成人患者的发病率,并探讨糖尿病确诊年龄与视网膜病变之间的总体关联以及男性和女性患者的关联。研究设计与方法 我们从全科医生的电子病历中收集了2014年10 241名成年2型糖尿病患者的横断面数据,并重复测量了2012年至2014年的血红蛋白A1c(HbA1c)。通过多变量逻辑回归,我们评估了YOD与晚发T2D、性别和视网膜病变之间的关联。结果 在所有 T2D 患者中,10% 的男女患者在 40 岁之前确诊。与后期发病的 T2D 患者相比,YOD 患者的 HbA1c 上升更快,在诊断时,男性的 HbA1c 更高,尤其是在 YOD 患者中。25%的青年糖尿病患者出现视网膜病变,是晚期发病者的两倍。在对混杂因素(年龄、原籍国、教育程度、体重指数)进行调整后,男性 YOD 患者(OR 2.6(95% CI 2.0 至 3.5))和女性 YOD 患者(OR 2.2(1.5 至 3.0))的视网膜病变发生率均有所增加。在进一步调整潜在的中介因素(糖尿病病程和 HbA1c)后,男性 YOD 患者的 OR 值仍然较高(OR 值为 1.8 (1.3 至 2.4)),但女性 YOD 患者的 OR 值则有所降低,且不再显著。结论 YOD 视网膜病变患病率是晚发性 T2D 患病率的两倍多。YOD发生视网膜病变的可能性增加,部分原因是HbA1c较高和T2D持续时间较长,但考虑到这些因素后,男性YOD患者发生视网膜病变的可能性仍然较高。数据可能来自第三方,不对外公开。由于涉及参与研究的个人隐私,本文所依据的数据不能公开共享。如果得到伦理委员会的批准,在通讯作者的合理要求下,我们将共享这些数据。
{"title":"High prevalence of retinopathy in young-onset type 2 diabetes and possible sex differences: insights from Norwegian general practice","authors":"Katrina Tibballs, Anne Karen Jenum, Lars Kirkebøen, Tore Julsrud Berg, Tor Claudi, John Graham Cooper, Kjersti Nøkleby, Sverre Sandberg, Jørund Straand, Esben Selmer Buhl","doi":"10.1136/bmjdrc-2023-003624","DOIUrl":"https://doi.org/10.1136/bmjdrc-2023-003624","url":null,"abstract":"Introduction People with young-onset type 2 diabetes (YOD), defined as diabetes diagnosis before age 40, have a high lifetime risk of vascular complications. We aimed to estimate the prevalence of YOD among adults with type 2 diabetes (T2D) in Norwegian general practice and explore associations between age at diabetes diagnosis and retinopathy overall and in men and women. Research design and methods We collected cross-sectional data from general practice electronic medical records of 10 241 adults with T2D in 2014, and repeated measurements of hemoglobin A1c (HbA1c) from 2012 to 2014. Using multivariate logistic regression, we assessed associations between YOD and later-onset T2D, sex and retinopathy. Results Of all individuals with T2D, 10% were diagnosed before 40 years of age in both sexes. Compared with later-onset T2D, HbA1c increased faster in YOD, and at the time of diagnosis HbA1c was higher in men, particularly in YOD. Retinopathy was found in 25% with YOD, twice as frequently as in later onset. After adjustments for confounders (age, country of origin, education, body mass index), OR of retinopathy was increased in both men with YOD (OR 2.6 (95% CI 2.0 to 3.5)) and women with YOD (OR 2.2 (1.5 to 3.0)). After further adjustments for potential mediators (diabetes duration and HbA1c), the higher OR persisted in men with YOD (OR 1.8 (1.3 to 2.4)) but was attenuated and no longer significant for women with YOD. Conclusions Retinopathy prevalence was more than twice as high in YOD as in later-onset T2D. The increased likelihood of retinopathy in YOD was partly mediated by higher HbA1c and longer T2D duration, but after accounting for these factors it remained higher in men with YOD. Data may be obtained from a third party and are not publicly available. The data underlying this article cannot be shared publicly due to the privacy of individuals who participated in the study. The data will be shared on reasonable request to the corresponding author if approved by the ethics committee.","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"11 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139077737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 between brain imaging biomarkers and continuous glucose monitoring-derived glycemic control indices in Japanese patients with type 2 diabetes mellitus 日本 2 型糖尿病患者脑成像生物标志物与连续血糖监测得出的血糖控制指数之间的关系
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-01 DOI: 10.1136/bmjdrc-2023-003744
Chikako Inoue, Yoshiki Kusunoki, Mana Ohigashi, Keiko Osugi, Kazuhiro Kitajima, Ayako Takagi, Maki Inoue, Chisako Yagi, Taku Tsunoda, Miki Kakutani, Manabu Kadoya, Kosuke Konishi, Tomoyuki Katsuno, Hidenori Koyama
Introduction Although type 2 diabetes mellitus (T2DM) is associated with alterations in brain structure, the relationship between glycemic control indices and brain imaging markers remains unclear. This study aimed to investigate the association between continuous glucose monitoring (CGM)-derived glycemic control indices and brain imaging biomarkers assessed by MRI. Research design and methods This cross-sectional study included 150 patients with T2DM. The severity of cerebral white matter lesions (WMLs) was assessed using MRI for deep and subcortical white matter and periventricular hyperintensities. The degree of medial temporal lobe atrophy (MTA) was assessed using voxel-based morphometry. Each participant wore a retrospective CGM for 14 consecutive days, and glycemic control indices, such as time in range (TIR) and glycemia risk index (GRI), were calculated. Results The proportion of patients with severe WMLs showed a decreasing trend with increasing TIR ( P for trend=0.006). The proportion of patients with severe WMLs showed an increasing trend with worsening GRI ( P for trend=0.011). In contrast, no significant association was observed between the degree of MTA and CGM-derived glycemic control indices, including TIR ( P for trend=0.325) and GRI ( P for trend=0.447). Conclusions The findings of this study indicate that the severity of WMLs is associated with TIR and GRI, which are indices of the quality of glycemic control. Trial registration number UMIN000032143. Data are available upon reasonable request. The individual de-identified participant data will be shared with the corresponding author upon reasonable request.
导言:尽管2型糖尿病(T2DM)与大脑结构的改变有关,但血糖控制指数与大脑成像标志物之间的关系仍不清楚。本研究旨在探讨连续血糖监测(CGM)得出的血糖控制指数与核磁共振成像评估的脑成像生物标志物之间的关系。研究设计和方法 这项横断面研究纳入了 150 名 T2DM 患者。脑白质病变(WMLs)的严重程度是通过核磁共振成像对深部和皮层下白质以及脑室周围高密度进行评估的。内侧颞叶萎缩(MTA)的程度则通过基于体素的形态测量进行评估。每位参与者连续 14 天佩戴回顾性 CGM,并计算血糖控制指数,如在量程内的时间(TIR)和血糖风险指数(GRI)。结果 随着 TIR 的增加,严重 WML 患者的比例呈下降趋势(趋势值=0.006)。随着 GRI 的恶化,重度 WMLs 患者的比例呈上升趋势(趋势值=0.011)。相比之下,MTA 的程度与 CGM 衍生的血糖控制指数(包括 TIR ( 趋势值=0.325) 和 GRI ( 趋势值=0.447))之间并无明显关联。结论 本研究结果表明,WMLs 的严重程度与 TIR 和 GRI(血糖控制质量指标)相关。试验注册号为 UMIN000032143。如有合理要求,可提供数据。如提出合理要求,我们将与通讯作者共享去标识化的参与者个人数据。
{"title":"Association between brain imaging biomarkers and continuous glucose monitoring-derived glycemic control indices in Japanese patients with type 2 diabetes mellitus","authors":"Chikako Inoue, Yoshiki Kusunoki, Mana Ohigashi, Keiko Osugi, Kazuhiro Kitajima, Ayako Takagi, Maki Inoue, Chisako Yagi, Taku Tsunoda, Miki Kakutani, Manabu Kadoya, Kosuke Konishi, Tomoyuki Katsuno, Hidenori Koyama","doi":"10.1136/bmjdrc-2023-003744","DOIUrl":"https://doi.org/10.1136/bmjdrc-2023-003744","url":null,"abstract":"Introduction Although type 2 diabetes mellitus (T2DM) is associated with alterations in brain structure, the relationship between glycemic control indices and brain imaging markers remains unclear. This study aimed to investigate the association between continuous glucose monitoring (CGM)-derived glycemic control indices and brain imaging biomarkers assessed by MRI. Research design and methods This cross-sectional study included 150 patients with T2DM. The severity of cerebral white matter lesions (WMLs) was assessed using MRI for deep and subcortical white matter and periventricular hyperintensities. The degree of medial temporal lobe atrophy (MTA) was assessed using voxel-based morphometry. Each participant wore a retrospective CGM for 14 consecutive days, and glycemic control indices, such as time in range (TIR) and glycemia risk index (GRI), were calculated. Results The proportion of patients with severe WMLs showed a decreasing trend with increasing TIR ( P for trend=0.006). The proportion of patients with severe WMLs showed an increasing trend with worsening GRI ( P for trend=0.011). In contrast, no significant association was observed between the degree of MTA and CGM-derived glycemic control indices, including TIR ( P for trend=0.325) and GRI ( P for trend=0.447). Conclusions The findings of this study indicate that the severity of WMLs is associated with TIR and GRI, which are indices of the quality of glycemic control. Trial registration number UMIN000032143. Data are available upon reasonable request. The individual de-identified participant data will be shared with the corresponding author upon reasonable request.","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"23 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139481219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Ocular microvascular complications in diabetic retinopathy: insights from machine learning 糖尿病视网膜病变的眼部微血管并发症:机器学习的启示
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-01-01 DOI: 10.1136/bmjdrc-2023-003758
Thiara S Ahmed, Janika Shah, Yvonne N B Zhen, Jacqueline Chua, Damon W K Wong, Simon Nusinovici, Rose Tan, Gavin Tan, Leopold Schmetterer, Bingyao Tan
Introduction Diabetic retinopathy (DR) is a leading cause of preventable blindness among working-age adults, primarily driven by ocular microvascular complications from chronic hyperglycemia. Comprehending the complex relationship between microvascular changes in the eye and disease progression poses challenges, traditional methods assuming linear or logistical relationships may not adequately capture the intricate interactions between these changes and disease advances. Hence, the aim of this study was to evaluate the microvascular involvement of diabetes mellitus (DM) and non-proliferative DR with the implementation of non-parametric machine learning methods. Research design and methods We conducted a retrospective cohort study that included optical coherence tomography angiography (OCTA) images collected from a healthy group (196 eyes), a DM no DR group (120 eyes), a mild DR group (71 eyes), and a moderate DR group (66 eyes). We implemented a non-parametric machine learning method for four classification tasks that used parameters extracted from the OCTA images as predictors: DM no DR versus healthy, mild DR versus DM no DR, moderate DR versus mild DR, and any DR versus no DR. SHapley Additive exPlanations values were used to determine the importance of these parameters in the classification. Results We found large choriocapillaris flow deficits were the most important for healthy versus DM no DR, and became less important in eyes with mild or moderate DR. The superficial microvasculature was important for the healthy versus DM no DR and mild DR versus moderate DR tasks, but not for the DM no DR versus mild DR task—the stage when deep microvasculature plays an important role. Foveal avascular zone metric was in general less affected, but its involvement increased with worsening DR. Conclusions The findings from this study provide valuable insights into the microvascular involvement of DM and DR, facilitating the development of early detection methods and intervention strategies. No data are available.
导言 糖尿病视网膜病变(DR)是劳动适龄人口中可预防失明的主要原因,主要是由长期高血糖引起的眼部微血管并发症造成的。理解眼部微血管变化与疾病进展之间的复杂关系是一项挑战,假定线性或逻辑关系的传统方法可能无法充分捕捉这些变化与疾病进展之间错综复杂的相互作用。因此,本研究旨在采用非参数机器学习方法评估糖尿病(DM)和非增殖性DR的微血管参与情况。研究设计和方法 我们进行了一项回顾性队列研究,其中包括从健康组(196 只眼)、DM 无 DR 组(120 只眼)、轻度 DR 组(71 只眼)和中度 DR 组(66 只眼)收集的光学相干断层血管成像(OCTA)图像。我们采用非参数机器学习方法完成了四项分类任务,这些任务使用从 OCTA 图像中提取的参数作为预测因子:DM无DR与健康、轻度DR与DM无DR、中度DR与轻度DR、任何DR与无DR。使用 SHapley Additive exPlanations 值来确定这些参数在分类中的重要性。结果 我们发现,大的绒毛膜血流缺陷对健康眼与无DR的DM眼来说最重要,而对轻度或中度DR眼来说则不那么重要。表层微血管在健康与无DR的DM和轻度DR与中度DR的任务中很重要,但在无DR的DM与轻度DR的任务中却不重要--在这一阶段,深层微血管起着重要作用。一般来说,眼窝无血管区指标受到的影响较小,但随着 DR 的恶化,其参与程度会增加。结论 本研究的结果为了解 DM 和 DR 的微血管受累情况提供了宝贵的信息,有助于开发早期检测方法和制定干预策略。暂无数据。
{"title":"Ocular microvascular complications in diabetic retinopathy: insights from machine learning","authors":"Thiara S Ahmed, Janika Shah, Yvonne N B Zhen, Jacqueline Chua, Damon W K Wong, Simon Nusinovici, Rose Tan, Gavin Tan, Leopold Schmetterer, Bingyao Tan","doi":"10.1136/bmjdrc-2023-003758","DOIUrl":"https://doi.org/10.1136/bmjdrc-2023-003758","url":null,"abstract":"Introduction Diabetic retinopathy (DR) is a leading cause of preventable blindness among working-age adults, primarily driven by ocular microvascular complications from chronic hyperglycemia. Comprehending the complex relationship between microvascular changes in the eye and disease progression poses challenges, traditional methods assuming linear or logistical relationships may not adequately capture the intricate interactions between these changes and disease advances. Hence, the aim of this study was to evaluate the microvascular involvement of diabetes mellitus (DM) and non-proliferative DR with the implementation of non-parametric machine learning methods. Research design and methods We conducted a retrospective cohort study that included optical coherence tomography angiography (OCTA) images collected from a healthy group (196 eyes), a DM no DR group (120 eyes), a mild DR group (71 eyes), and a moderate DR group (66 eyes). We implemented a non-parametric machine learning method for four classification tasks that used parameters extracted from the OCTA images as predictors: DM no DR versus healthy, mild DR versus DM no DR, moderate DR versus mild DR, and any DR versus no DR. SHapley Additive exPlanations values were used to determine the importance of these parameters in the classification. Results We found large choriocapillaris flow deficits were the most important for healthy versus DM no DR, and became less important in eyes with mild or moderate DR. The superficial microvasculature was important for the healthy versus DM no DR and mild DR versus moderate DR tasks, but not for the DM no DR versus mild DR task—the stage when deep microvasculature plays an important role. Foveal avascular zone metric was in general less affected, but its involvement increased with worsening DR. Conclusions The findings from this study provide valuable insights into the microvascular involvement of DM and DR, facilitating the development of early detection methods and intervention strategies. No data are available.","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"78 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139077641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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BMJ Open Diabetes Research & Care
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