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Association of sodium-glucose cotransporter 2 inhibitors with risk of incident dementia and all-cause mortality in older patients with type 2 diabetes: A retrospective cohort study using the TriNetX US collaborative networks. 钠-葡萄糖共转运体 2 抑制剂与老年 2 型糖尿病患者痴呆症发病风险和全因死亡率的关系:利用美国 TriNetX 合作网络进行的一项回顾性队列研究。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-09 DOI: 10.1111/dom.15918
Yen-Wei Pai, I-Chieh Chen, Jun-Fu Lin, Xiao-Hui Chen, Hsin-Hua Chen, Ming-Hong Chang, Jin-An Huang, Ching-Heng Lin

Background: Limited evidence exists to support any specific medication over others to prevent dementia in older patients with type 2 diabetes (T2D). We investigated whether treatment with sodium-glucose cotransporter 2 (SGLT-2) inhibitors is associated with a lower risk of incident dementia and all-cause mortality, relative to dipeptidyl peptidase-4 (DPP-4) inhibitors and glucagon-like peptide-1 receptor agonists (GLP-1 RA).

Methods: In this retrospective, active-comparator cohort study, we used data from the TriNetX electronic health records network. Our primary cohort comprised patients with T2D aged ≥50 years, registered between January 2012 and December 2022. Patients with a history of dementia were excluded. We used Kaplan-Meier survival analysis to estimate the incidence of dementia and all-cause mortality in our cohort after they had used glucose-lowering drugs for at least 12 months. Propensity score matching was performed to balance the SGLT-2 inhibitor, DPP-4 inhibitor and GLP-1 RA cohorts. Subgroup analyses for sex and age were also conducted.

Results: Our first cohort comprised 193 948 patients treated with metformin and SGLT-2 inhibitors and an equal number of patients treated with metformin and DPP-4 inhibitors. In this cohort, the risk of dementia and all-cause mortality was lower in patients treated with SGLT-2 inhibitors than in those treated with DPP-4 inhibitors (hazard ratio [HR]: 0.62, 95% confidence interval [CI]: 0.59-0.65, for dementia; HR: 0.54, 95% CI: 0.52-0.56, for all-cause mortality). Our second cohort comprised 165 566 patients treated with metformin and SGLT-2 inhibitors and an equal number of patients treated with metformin and GLP-1 RAs. In this cohort, the risk of dementia and all-cause mortality was lower in those treated with SGLT-2 inhibitors than in those treated with GLP-1 RAs (HR: 0.92, 95% CI: 0.87-0.98, for dementia; HR: 0.88, 95% CI: 0.85-0.91, for all-cause mortality).

Conclusions: The use of SGLT-2 inhibitor was associated with a lower risk of incident dementia and all-cause mortality in older adults with T2D compared to DPP-4 inhibitor and GLP-1 RA.

背景:现有证据有限,无法证明任何特定药物比其他药物更能预防老年 2 型糖尿病(T2D)患者的痴呆症。我们研究了相对于二肽基肽酶-4(DPP-4)抑制剂和胰高血糖素样肽-1受体激动剂(GLP-1 RA),钠-葡萄糖共转运体 2(SGLT-2)抑制剂的治疗是否与较低的痴呆症发病风险和全因死亡率相关:在这项回顾性、主动比较队列研究中,我们使用了 TriNetX 电子健康记录网络中的数据。我们的主要队列包括年龄≥50岁的T2D患者,登记时间为2012年1月至2022年12月。有痴呆症病史的患者被排除在外。我们采用卡普兰-梅耶生存分析法估算了队列中使用降糖药物至少12个月后的痴呆症发病率和全因死亡率。为平衡SGLT-2抑制剂、DPP-4抑制剂和GLP-1 RA队列,进行了倾向评分匹配。此外,还对性别和年龄进行了分组分析:我们的第一个队列包括 193 948 名接受二甲双胍和 SGLT-2 抑制剂治疗的患者,以及同等数量的接受二甲双胍和 DPP-4 抑制剂治疗的患者。在该队列中,接受 SGLT-2 抑制剂治疗的患者发生痴呆症和全因死亡的风险低于接受 DPP-4 抑制剂治疗的患者(危险比 [HR]:0.62,95% 置信区间 [HR]:0.62,95% 置信区间 [HR]:0.62):0.62,95% 置信区间 [CI]:痴呆症的危险比 [HR]:0.59-0.65;全因死亡率的危险比 [HR]:0.54,95% 置信区间 [CI]:0.52-0.56)。我们的第二个队列包括165 566名接受二甲双胍和SGLT-2抑制剂治疗的患者,以及同等数量的接受二甲双胍和GLP-1 RAs治疗的患者。在该队列中,接受 SGLT-2 抑制剂治疗的患者痴呆和全因死亡的风险低于接受 GLP-1 RAs 治疗的患者(痴呆的 HR:0.92,95% CI:0.87-0.98;全因死亡的 HR:0.88,95% CI:0.85-0.91):结论:与DPP-4抑制剂和GLP-1 RA相比,使用SGLT-2抑制剂与患有T2D的老年人发生痴呆症和全因死亡的风险较低有关。
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引用次数: 0
Semaglutide use in people with obesity and type 2 diabetes from real-world utilization data: An analysis of the All of US Program. 从实际使用数据看塞马鲁肽在肥胖症和 2 型糖尿病患者中的使用情况:对 "全美计划 "的分析。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-09 DOI: 10.1111/dom.15911
Craig S Mayer, Paul Fontelo

Aim: To analyse data from the All of Us Research Program to evaluate the real-world application and long-term effectiveness of semaglutide in treating type 2 diabetes and obesity patients in a large population.

Materials and methods: We identified patients prescribed semaglutide and analysed differences in route of administration and the time on semaglutide. For individuals diagnosed with obesity, we measured changes in body mass index (BMI) and weight from baseline, while measured changes in HbA1c for those patients with type 2 diabetes. We also examined the occurrence of newly diagnosed common adverse events from taking semaglutide.

Results: For 3739 semaglutide patients, those on injectable semaglutide (3364 patients) averaged 301.54 days on the medication, with 20.36% having no end date, while those on oral semaglutide (435 patients) averaged 172.48 days, with 24.60% having no end date. We found average decreases of 1.54 kg/m2 in BMI, 4.65 kg in weight and 0.75% in HbA1c for semaglutide users. The decreases were larger in participants taking injectable formulation, probably because of higher starting values. Over time, improvements in these outcomes diminished, but the values remained significantly lower than baseline levels. Approximately only 1.0% of patients reported newly diagnosed common adverse events.

Conclusions: Consistent with clinical trial findings, this real-world data analysis showed that semaglutide was well tolerated and that, for a large population, it effectively reduced BMI, body weight and HbA1c, albeit to smaller magnitudes than observed in clinical trials. These findings provide valuable insights into real-world experience and the long-term effectiveness of semaglutide.

目的:分析 "我们所有人 "研究项目的数据,评估在大量人群中应用塞马鲁肽治疗2型糖尿病和肥胖症患者的实际情况和长期疗效:我们确定了处方为塞马鲁肽的患者,并分析了给药途径和服用塞马鲁肽时间的差异。对于确诊为肥胖症的患者,我们测量了体重指数(BMI)和体重与基线相比的变化,同时测量了 2 型糖尿病患者 HbA1c 的变化。我们还检查了因服用塞马鲁肽而新诊断出的常见不良事件的发生情况:在 3739 例塞马鲁肽患者中,注射用塞马鲁肽患者(3364 例)平均服药 301.54 天,其中 20.36% 的患者没有服药结束日期,而口服塞马鲁肽患者(435 例)平均服药 172.48 天,其中 24.60% 的患者没有服药结束日期。我们发现,服用塞马鲁肽的患者体重指数(BMI)平均下降了 1.54 kg/m2,体重下降了 4.65 kg,HbA1c 下降了 0.75%。服用注射制剂的参与者的降幅更大,这可能是因为起始值更高。随着时间的推移,这些结果的改善幅度逐渐减小,但数值仍明显低于基线水平。大约只有 1.0% 的患者报告了新诊断的常见不良事件:与临床试验结果一致,这项真实世界数据分析显示,患者对塞马鲁肽的耐受性良好,而且在大量人群中,它能有效降低体重指数(BMI)、体重和 HbA1c,尽管降低的幅度比临床试验中观察到的要小。这些研究结果为了解真实世界的经验和semaglutide的长期有效性提供了宝贵的见解。
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引用次数: 0
Glyburide use is associated with a greater likelihood of mortality or rehospitalization after acute coronary syndrome compared to gliclazide use in adults with type 2 diabetes: A cohort study. 与使用格列齐特相比,在 2 型糖尿病成人患者中使用格列本脲与急性冠状动脉综合征后死亡或再次住院的可能性更大:一项队列研究。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-09 DOI: 10.1111/dom.15917
Wentong Long, Peter E Light, Scot H Simpson

Aim: To examine the likelihood of mortality or rehospitalization following acute coronary syndrome with glyburide versus gliclazide use in adults with type 2 diabetes undergoing cardiac catheterization.

Research design and methods: This retrospective cohort study used clinical data linked with administrative health data from Alberta, Canada between April 2008 and March 2021. Three methods were used to define exposure to glyburide and gliclazide in the year before catheterization. Multivariable logistic regression was used to compare the likelihood of a composite outcome of 1-year mortality or rehospitalization with use of glyburide versus use of gliclazide.

Results: A total of 11 140 individuals with type 2 diabetes had a cardiac catheterization for acute coronary syndrome. Their mean age was 66 years and 31% were female. In the year before catheterization, 5% used glyburide and 19% used gliclazide. Any glyburide or gliclazide exposure in the year before catheterization was associated with a similar likelihood of all-cause mortality or rehospitalization (adjusted odds ratio [aOR] 1.14, 95% confidence interval [CI] 0.93-1.41; p = 0.20). However, current glyburide exposure (aOR 1.37, 95% CI 1.06-1.79; p = 0.018) and long exposure to glyburide (aOR 1.37, 95% CI 1.03-1.83; p = 0.030) were associated with a higher likelihood of the composite outcome compared to current and long exposure to gliclazide, respectively.

Conclusions: Current and long exposure to glyburide was associated with a greater likelihood of mortality or rehospitalization following cardiac catheterization for acute coronary syndrome, when compared to similar gliclazide exposure definitions. This study adds further evidence of the need to avoid using glyburide if a sulphonylurea is required for type 2 diabetes management.

目的:研究接受心导管检查的 2 型糖尿病成人患者在使用甘舒霖和格列齐特治疗急性冠状动脉综合征后死亡或再次住院的可能性:这项回顾性队列研究使用了 2008 年 4 月至 2021 年 3 月期间加拿大艾伯塔省的临床数据和行政健康数据。研究采用了三种方法来定义导管插入术前一年的甘舒霖和格列齐特暴露情况。使用多变量逻辑回归比较了使用甘布肽和使用格列齐特的1年死亡率或再次住院的综合结果的可能性:共有11 140名2型糖尿病患者因急性冠状动脉综合征接受了心导管检查。他们的平均年龄为 66 岁,31% 为女性。导管术前一年,5%的患者使用过格列本脲、19%的患者使用过格列齐特。在导管检查前一年中,任何服用过格列苯脲或格列齐特的患者发生全因死亡或再次住院的可能性相似(调整赔率比 [aOR] 1.14,95% 置信区间 [CI] 0.93-1.41;P = 0.20)。然而,与目前和长期服用格列齐特相比,目前服用格列齐特(aOR 1.37,95% CI 1.06-1.79;p = 0.018)和长期服用格列齐特(aOR 1.37,95% CI 1.03-1.83;p = 0.030)分别与更高的综合结果发生可能性相关:结论:与类似的格列齐特暴露定义相比,当前和长期暴露于格列齐特与急性冠状动脉综合征心导管术后死亡或再次住院的可能性更大相关。这项研究进一步证明,如果需要使用磺脲类药物治疗2型糖尿病,则应避免使用甘舒霖。
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引用次数: 0
Diabetes, Obesity and Metabolism 糖尿病、肥胖症和新陈代谢
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-09 DOI: 10.1111/dom.15135
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引用次数: 0
Real-world evaluation of the effects of tirzepatide in patients with type 2 diabetes mellitus. 对2型糖尿病患者服用替扎帕肽效果的实际评估。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-09 DOI: 10.1111/dom.15934
Michael S Kelly, Emily M Scopelliti, Kaylee E Goodson, Ching Mann Anne Lo, Huelena X Nguyen, Barbara Simon

Aims: Tirzepatide is a first-in-class combination glucose-dependent insulinotropic polypeptide (GIP) receptor agonist and glucagon-like peptide 1 receptor agonist (GLP1-RA) approved for treatment of adults with type 2 diabetes mellitus (T2DM) and chronic weight management. The aim of this analysis was to assess the real-world efficacy of tirzepatide in patients with T2DM.

Methods: This retrospective observational study evaluated patients with T2DM from a large urban academic medical centre who received at least 3 months of continuous tirzepatide treatment. The primary outcome was change in A1C from following tirzepatide treatment. Secondary outcomes included change in body weight and body mass index (BMI) after tirzepatide was initiated.

Results: A total of 1896 patient charts were reviewed, and 612 patients were evaluated for the primary outcome. Over a median time period of 10.4 months, treatment with tirzepatide resulted in a mean A1C reduction of 1.02 ± 1.48% (p < 0.001). A total of 570 patients were evaluated for the secondary outcomes. Tirzepatide was associated with a mean reduction in body weight of 7.3 ± 9.3 kg (p < 0.001) and a mean reduction in BMI of 2.5 kg/m2. Greater A1C lowering and weight loss was observed in patients without prior GLP1-RA treatment compared to those switched to tirzepatide from GLP1-RA.

Conclusions: In a real-world population of US patients with T2DM, tirzepatide was associated with clinically and statistically significant reductions in A1C and body weight. Greater reductions in both A1C and body weight were observed among patients who were GLP1-RA naïve compared to patients switched from GLP1-RA to tirzepatide.

目的:替唑帕肽是一种首创的葡萄糖依赖性促胰岛素多肽(GIP)受体激动剂和胰高血糖素样肽1受体激动剂(GLP1-RA)复方制剂,已被批准用于治疗成人2型糖尿病(T2DM)和慢性体重控制。本分析旨在评估替扎帕肽对 T2DM 患者的实际疗效:这项回顾性观察研究对一家大型城市学术医疗中心的 T2DM 患者进行了评估,这些患者接受了至少 3 个月的连续替扎帕肽治疗。主要结果是在接受替扎帕肽治疗后 A1C 的变化。次要结果包括开始服用替扎帕肽后体重和体重指数(BMI)的变化:共审查了 1896 份病历,对 612 名患者进行了主要结果评估。在 10.4 个月的中位时间内,使用替扎帕肽治疗后,平均 A1C 降低了 1.02 ± 1.48%(p 2.0)。与从 GLP1-RA 转用替扎帕肽治疗的患者相比,未接受过 GLP1-RA 治疗的患者的 A1C 降低幅度更大,体重减轻也更明显:结论:在真实世界的美国 T2DM 患者群体中,替扎帕肽可显著降低 A1C 和体重,并具有统计学意义。与从 GLP1-RA 转用替扎帕肽的患者相比,GLP1-RA 初学者的 A1C 和体重下降幅度更大。
{"title":"Real-world evaluation of the effects of tirzepatide in patients with type 2 diabetes mellitus.","authors":"Michael S Kelly, Emily M Scopelliti, Kaylee E Goodson, Ching Mann Anne Lo, Huelena X Nguyen, Barbara Simon","doi":"10.1111/dom.15934","DOIUrl":"https://doi.org/10.1111/dom.15934","url":null,"abstract":"<p><strong>Aims: </strong>Tirzepatide is a first-in-class combination glucose-dependent insulinotropic polypeptide (GIP) receptor agonist and glucagon-like peptide 1 receptor agonist (GLP1-RA) approved for treatment of adults with type 2 diabetes mellitus (T2DM) and chronic weight management. The aim of this analysis was to assess the real-world efficacy of tirzepatide in patients with T2DM.</p><p><strong>Methods: </strong>This retrospective observational study evaluated patients with T2DM from a large urban academic medical centre who received at least 3 months of continuous tirzepatide treatment. The primary outcome was change in A1C from following tirzepatide treatment. Secondary outcomes included change in body weight and body mass index (BMI) after tirzepatide was initiated.</p><p><strong>Results: </strong>A total of 1896 patient charts were reviewed, and 612 patients were evaluated for the primary outcome. Over a median time period of 10.4 months, treatment with tirzepatide resulted in a mean A1C reduction of 1.02 ± 1.48% (p < 0.001). A total of 570 patients were evaluated for the secondary outcomes. Tirzepatide was associated with a mean reduction in body weight of 7.3 ± 9.3 kg (p < 0.001) and a mean reduction in BMI of 2.5 kg/m<sup>2</sup>. Greater A1C lowering and weight loss was observed in patients without prior GLP1-RA treatment compared to those switched to tirzepatide from GLP1-RA.</p><p><strong>Conclusions: </strong>In a real-world population of US patients with T2DM, tirzepatide was associated with clinically and statistically significant reductions in A1C and body weight. Greater reductions in both A1C and body weight were observed among patients who were GLP1-RA naïve compared to patients switched from GLP1-RA to tirzepatide.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142152711","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
Time-in-range derived from self-measured blood glucose in people with type 2 diabetes advancing to iGlarLixi: A participant-level pooled analysis of three phase 3 LixiLan randomized controlled trials. 通过自测血糖得出的 2 型糖尿病患者在 iGlarLixi 治疗过程中的时间范围:对三项LixiLan第三阶段随机对照试验的参与者水平汇总分析。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-08 DOI: 10.1111/dom.15811
Martin Haluzík, Mohammed E Al-Sofiani, Alice Y Y Cheng, Felipe Lauand, Lydie Melas-Melt, Julio Rosenstock

Aim: To evaluate the efficacy of a fixed-ratio combination of insulin glargine 100 U/mL plus lixisenatide (iGlarLixi) in people with type 2 diabetes (T2D) using derived time-in-range (dTIR).

Methods: Participant-level data from LixiLan-L, LixiLan-O and LixiLan-G were pooled and dTIR (70-180 mg/dL), derived time-above-range (> 180 mg/dL) and derived time-below-range (dTBR; < 70 mg/dL) were calculated from participant seven-point self-monitored blood glucose profiles.

Results: This pooled analysis included data from 2420 participants receiving iGlarLixi (n = 1093), iGlar (n = 836), Lixi (n = 234) or a glucagon-like peptide-1 receptor agonist (GLP-1 RA) (n = 257). Numerically greater improvements in least square (LS) means dTIR were seen from baseline to end of treatment (EOT) with iGlarLixi (25.7%) versus iGlar (15.8%), Lixi (11.7%) or GLP-1 RA (16.2%). At EOT, the mean (standard deviation) dTBR was 0.71% ± 3.4%, 0.61% ± 3.2%, 0.08% ± 1.0% and 0.0% ± 0.0% for iGlarLixi, iGlar, Lixi and GLP-1 RA, respectively. In a subgroup analysis, participants aged younger than 65 years (n = 1690) and 65 years or older (n = 713) showed numerically greater improvements in LS means dTIR from baseline to EOT with iGlarLixi versus iGlar, Lixi or GLP-1 RA.

Conclusions: iGlarLixi achieved improvements in dTIR, with low dTBR values, providing further evidence to inform clinical outcomes with the use of iGlarLixi.

目的:采用衍生时间范围(dTIR)评估格列奈胰岛素 100 U/mL加利西那肽(iGlarLixi)固定比例组合对 2 型糖尿病(T2D)患者的疗效:对利喜兰-L、利喜兰-O和利喜兰-G的参与者数据进行了汇总,并对dTIR(70-180 mg/dL)、衍生时间在范围内(> 180 mg/dL)和衍生时间在范围内(dTBR;结果)进行了分析:该汇总分析包括 2420 名接受 iGlarLixi(n = 1093)、iGlar(n = 836)、Lixi(n = 234)或胰高血糖素样肽-1 受体激动剂(GLP-1 RA)(n = 257)治疗的参与者的数据。从基线到治疗结束(EOT),iGlarLixi(25.7%)对iGlar(15.8%)、Lixi(11.7%)或GLP-1 RA(16.2%)的最小平方(LS)平均dTIR改善幅度更大。在EOT时,iGlarLixi、iGlar、Lixi和GLP-1 RA的dTBR平均值(标准偏差)分别为0.71% ± 3.4%、0.61% ± 3.2%、0.08% ± 1.0%和0.0% ± 0.0%。在一项亚组分析中,年龄小于 65 岁(n = 1690)和 65 岁或以上(n = 713)的参与者使用 iGlarLixi 与 iGlar、Lixi 或 GLP-1 RA 相比,从基线到 EOT 的 LS 平均 dTIR 改善幅度更大。
{"title":"Time-in-range derived from self-measured blood glucose in people with type 2 diabetes advancing to iGlarLixi: A participant-level pooled analysis of three phase 3 LixiLan randomized controlled trials.","authors":"Martin Haluzík, Mohammed E Al-Sofiani, Alice Y Y Cheng, Felipe Lauand, Lydie Melas-Melt, Julio Rosenstock","doi":"10.1111/dom.15811","DOIUrl":"https://doi.org/10.1111/dom.15811","url":null,"abstract":"<p><strong>Aim: </strong>To evaluate the efficacy of a fixed-ratio combination of insulin glargine 100 U/mL plus lixisenatide (iGlarLixi) in people with type 2 diabetes (T2D) using derived time-in-range (dTIR).</p><p><strong>Methods: </strong>Participant-level data from LixiLan-L, LixiLan-O and LixiLan-G were pooled and dTIR (70-180 mg/dL), derived time-above-range (> 180 mg/dL) and derived time-below-range (dTBR; < 70 mg/dL) were calculated from participant seven-point self-monitored blood glucose profiles.</p><p><strong>Results: </strong>This pooled analysis included data from 2420 participants receiving iGlarLixi (n = 1093), iGlar (n = 836), Lixi (n = 234) or a glucagon-like peptide-1 receptor agonist (GLP-1 RA) (n = 257). Numerically greater improvements in least square (LS) means dTIR were seen from baseline to end of treatment (EOT) with iGlarLixi (25.7%) versus iGlar (15.8%), Lixi (11.7%) or GLP-1 RA (16.2%). At EOT, the mean (standard deviation) dTBR was 0.71% ± 3.4%, 0.61% ± 3.2%, 0.08% ± 1.0% and 0.0% ± 0.0% for iGlarLixi, iGlar, Lixi and GLP-1 RA, respectively. In a subgroup analysis, participants aged younger than 65 years (n = 1690) and 65 years or older (n = 713) showed numerically greater improvements in LS means dTIR from baseline to EOT with iGlarLixi versus iGlar, Lixi or GLP-1 RA.</p><p><strong>Conclusions: </strong>iGlarLixi achieved improvements in dTIR, with low dTBR values, providing further evidence to inform clinical outcomes with the use of iGlarLixi.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142152713","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 of N-terminal pro-B natriuretic peptide with all-cause mortality and cardiovascular mortality in obese and non-obese populations and the development of a machine learning prediction model: National Health and Nutrition Examination Survey (NHANES) 1999-2004. 肥胖和非肥胖人群中 N 端前 B 型钠尿肽与全因死亡率和心血管死亡率的关系以及机器学习预测模型的开发:国家健康与营养调查(NHANES)1999-2004。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-06 DOI: 10.1111/dom.15927
Han Zhou, Chen Yang, Jingjie Li, Lin Sun

Aims: To explore the potential of N-terminal pro-B natriuretic peptide (NTproBNP) in identifying adverse outcomes, particularly cardiovascular adverse outcomes, in a population with obesity, and to establish a risk prediction model.

Methods: The data for this study were obtained from the National Health and Nutrition Examination Survey (NHANES) for 6772 participants without heart failure, for the years 1999 to 2004. Multivariable Cox regression models, cubic spline restricted models and Kaplan-Meier curves were used to evaluate the relationship between NTproBNP and both all-cause mortality and cardiovascular mortality. Predictive models were established using seven machine learning methods, and evaluation was conducted using precision, recall, F1 score, accuracy, and area under the curve (AUC) values.

Results: During the population follow-up, out of 6772 participants, 1554 died, with 365 deaths attributed to cardiovascular disease. After adjusting for relevant covariates, NTproBNP levels ≥300 pg/mL were positively associated with both all-cause mortality (hazard ratio [HR] 3.00, 95% confidence interval [CI] 2.48, 3.67) and cardiovascular mortality (HR 6.05, 95% CI 3.67, 9.97), and remained significant across different body mass index (BMI) strata. However, in participants without abdominal obesity, the correlation between NTproBNP and cardiovascular mortality was significantly reduced. Among the seven machine learning methods, logistic regression demonstrated better predictive performance for both all-cause mortality (AUC 0.86925) and cardiovascular mortality (AUC 0.85115). However, establishing accurate cardiovascular mortality prediction models for non-abdominal obese individuals proved challenging.

Conclusion: The study showed that NTproBNP can serve as a predictive factor for all-cause mortality and cardiovascular mortality in individuals with different BMIs, including obese individuals. However, significant cardiovascular mortality correlation was observed only for NTproBNP levels ≥300 pg/mL, and only among participants with abdominal obesity.

目的:探讨 N-末端前 B 型钠尿肽(NTproBNP)在识别肥胖人群不良结局(尤其是心血管不良结局)方面的潜力,并建立风险预测模型:本研究的数据来自美国国家健康与营养调查(NHANES),涉及 6772 名无心力衰竭的参与者,时间跨度为 1999 年至 2004 年。采用多变量 Cox 回归模型、三次样条曲线限制模型和 Kaplan-Meier 曲线来评估 NTproBNP 与全因死亡率和心血管死亡率之间的关系。使用七种机器学习方法建立了预测模型,并使用精确度、召回率、F1得分、准确度和曲线下面积(AUC)值进行评估:在人群随访期间,6772 名参与者中有 1554 人死亡,其中 365 人死于心血管疾病。调整相关协变量后,NTproBNP水平≥300 pg/mL与全因死亡率(危险比[HR]3.00,95%置信区间[CI]2.48,3.67)和心血管死亡率(HR 6.05,95%置信区间[CI]3.67,9.97)呈正相关,且在不同体重指数(BMI)分层中仍具有显著性。然而,在没有腹部肥胖的参与者中,NTproBNP 与心血管死亡率之间的相关性显著降低。在七种机器学习方法中,逻辑回归对全因死亡率(AUC 0.86925)和心血管死亡率(AUC 0.85115)的预测效果更好。然而,为非腹型肥胖者建立准确的心血管死亡率预测模型具有挑战性:研究表明,NTproBNP 可作为不同体重指数(包括肥胖者)的全因死亡率和心血管死亡率的预测因子。然而,仅在 NTproBNP 水平≥300 pg/mL 且腹型肥胖的参与者中观察到了明显的心血管死亡率相关性。
{"title":"Association of N-terminal pro-B natriuretic peptide with all-cause mortality and cardiovascular mortality in obese and non-obese populations and the development of a machine learning prediction model: National Health and Nutrition Examination Survey (NHANES) 1999-2004.","authors":"Han Zhou, Chen Yang, Jingjie Li, Lin Sun","doi":"10.1111/dom.15927","DOIUrl":"https://doi.org/10.1111/dom.15927","url":null,"abstract":"<p><strong>Aims: </strong>To explore the potential of N-terminal pro-B natriuretic peptide (NTproBNP) in identifying adverse outcomes, particularly cardiovascular adverse outcomes, in a population with obesity, and to establish a risk prediction model.</p><p><strong>Methods: </strong>The data for this study were obtained from the National Health and Nutrition Examination Survey (NHANES) for 6772 participants without heart failure, for the years 1999 to 2004. Multivariable Cox regression models, cubic spline restricted models and Kaplan-Meier curves were used to evaluate the relationship between NTproBNP and both all-cause mortality and cardiovascular mortality. Predictive models were established using seven machine learning methods, and evaluation was conducted using precision, recall, F1 score, accuracy, and area under the curve (AUC) values.</p><p><strong>Results: </strong>During the population follow-up, out of 6772 participants, 1554 died, with 365 deaths attributed to cardiovascular disease. After adjusting for relevant covariates, NTproBNP levels ≥300 pg/mL were positively associated with both all-cause mortality (hazard ratio [HR] 3.00, 95% confidence interval [CI] 2.48, 3.67) and cardiovascular mortality (HR 6.05, 95% CI 3.67, 9.97), and remained significant across different body mass index (BMI) strata. However, in participants without abdominal obesity, the correlation between NTproBNP and cardiovascular mortality was significantly reduced. Among the seven machine learning methods, logistic regression demonstrated better predictive performance for both all-cause mortality (AUC 0.86925) and cardiovascular mortality (AUC 0.85115). However, establishing accurate cardiovascular mortality prediction models for non-abdominal obese individuals proved challenging.</p><p><strong>Conclusion: </strong>The study showed that NTproBNP can serve as a predictive factor for all-cause mortality and cardiovascular mortality in individuals with different BMIs, including obese individuals. However, significant cardiovascular mortality correlation was observed only for NTproBNP levels ≥300 pg/mL, and only among participants with abdominal obesity.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138775","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
Evaluating remission of type 2 diabetes using a metabolic intervention including fixed-ratio insulin degludec and liraglutide: A randomized controlled trial. 评估使用固定比例胰岛素 degludec 和利拉鲁肽的代谢干预对 2 型糖尿病的缓解作用:随机对照试验。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-06 DOI: 10.1111/dom.15926
Zubin Punthakee, Stephanie Hall, Natalia McInnes, Diana Sherifali, Kate Tsiplova, Faith R Kirabo, Thomas P P Ransom, Stewart B Harris, Heather A Lochnan, Ronald J Sigal, Mahua Ghosh, Tamara Spaic, Hertzel C Gerstein

Aim: To evaluate the effect on type 2 diabetes remission of short-term intensive metabolic intervention consisting of frequent dietary, exercise and diabetes management coaching, metformin and fixed-ratio insulin degludec/liraglutide.

Methods: In a multicentre open-label randomized controlled trial, insulin-naïve participants within 5 years of diabetes diagnosis were assigned to a 16-week remission intervention regimen or standard care, and followed for relapse of diabetes and sustained remission for an additional year after stopping glucose-lowering drugs.

Results: A total of 159 participants aged 57 ± 10 years, with diabetes duration 2.6 ± 1.5 years, body mass index 33.5 ± 6.5 kg/m2, and glycated haemoglobin (HbA1c) level 53 ± 7 mmol/mol were randomized and analysed (79 intervention, 80 control). At the end of the 16-week intervention period, compared to controls, intervention participants achieved lower HbA1c levels (40 ± 4 vs. 51 ± 7 mmol/mol; p < 0.0001), and lost more weight (3.3 ± 4.4% vs. 1.9 ± 3.0%; p = 0.02). There was a lower hazard of diabetes relapse overall in the intervention group compared to controls (hazard ratio 0.63, 95% confidence interval [CI] 0.45, 0.88; p = 0.007), although this was not sustained over time. Remission rates in the intervention group were not significantly higher than in the control group at 12 weeks (17.7% vs. 12.5%, relative risk [RR] 1.42, 95% CI 0.67, 3.00; p = 0.36) or at 52 weeks (6.3% vs. 3.8%, RR 1.69, 95% CI 0.42, 6.82) following the intervention period.

Conclusions: An intensive remission-induction intervention including fixed-ratio insulin degludec/liraglutide reduced the risk of type 2 diabetes relapse within 1 year without sustained remission.

目的:评估短期强化代谢干预(包括频繁的饮食、运动和糖尿病管理指导)、二甲双胍和固定比例胰岛素格列卫/利拉鲁肽对2型糖尿病缓解的影响:在一项多中心开放标签随机对照试验中,糖尿病确诊后5年内未使用过胰岛素的参与者被分配到为期16周的缓解干预方案或标准护理方案中,并在停用降糖药物一年后对糖尿病复发和持续缓解情况进行随访:共对 159 名年龄为 57 ± 10 岁、糖尿病病程为 2.6 ± 1.5 年、体重指数为 33.5 ± 6.5 kg/m2、糖化血红蛋白(HbA1c)水平为 53 ± 7 mmol/mol 的患者进行了随机分组和分析(干预组 79 人,对照组 80 人)。在为期 16 周的干预期结束时,与对照组相比,干预组参与者的 HbA1c 水平较低(40 ± 4 vs. 51 ± 7 mmol/mol;p 结论:干预组参与者的 HbA1c 水平低于对照组:包括固定比例胰岛素格列卫/利拉鲁肽在内的强化缓解诱导干预措施降低了2型糖尿病在1年内复发的风险,且未出现持续缓解。
{"title":"Evaluating remission of type 2 diabetes using a metabolic intervention including fixed-ratio insulin degludec and liraglutide: A randomized controlled trial.","authors":"Zubin Punthakee, Stephanie Hall, Natalia McInnes, Diana Sherifali, Kate Tsiplova, Faith R Kirabo, Thomas P P Ransom, Stewart B Harris, Heather A Lochnan, Ronald J Sigal, Mahua Ghosh, Tamara Spaic, Hertzel C Gerstein","doi":"10.1111/dom.15926","DOIUrl":"https://doi.org/10.1111/dom.15926","url":null,"abstract":"<p><strong>Aim: </strong>To evaluate the effect on type 2 diabetes remission of short-term intensive metabolic intervention consisting of frequent dietary, exercise and diabetes management coaching, metformin and fixed-ratio insulin degludec/liraglutide.</p><p><strong>Methods: </strong>In a multicentre open-label randomized controlled trial, insulin-naïve participants within 5 years of diabetes diagnosis were assigned to a 16-week remission intervention regimen or standard care, and followed for relapse of diabetes and sustained remission for an additional year after stopping glucose-lowering drugs.</p><p><strong>Results: </strong>A total of 159 participants aged 57 ± 10 years, with diabetes duration 2.6 ± 1.5 years, body mass index 33.5 ± 6.5 kg/m<sup>2</sup>, and glycated haemoglobin (HbA1c) level 53 ± 7 mmol/mol were randomized and analysed (79 intervention, 80 control). At the end of the 16-week intervention period, compared to controls, intervention participants achieved lower HbA1c levels (40 ± 4 vs. 51 ± 7 mmol/mol; p < 0.0001), and lost more weight (3.3 ± 4.4% vs. 1.9 ± 3.0%; p = 0.02). There was a lower hazard of diabetes relapse overall in the intervention group compared to controls (hazard ratio 0.63, 95% confidence interval [CI] 0.45, 0.88; p = 0.007), although this was not sustained over time. Remission rates in the intervention group were not significantly higher than in the control group at 12 weeks (17.7% vs. 12.5%, relative risk [RR] 1.42, 95% CI 0.67, 3.00; p = 0.36) or at 52 weeks (6.3% vs. 3.8%, RR 1.69, 95% CI 0.42, 6.82) following the intervention period.</p><p><strong>Conclusions: </strong>An intensive remission-induction intervention including fixed-ratio insulin degludec/liraglutide reduced the risk of type 2 diabetes relapse within 1 year without sustained remission.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138776","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
Birthweight influences liver structure, function and disease risk: Evidence of a causal association. 出生体重影响肝脏结构、功能和疾病风险:因果关系的证据
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-04 DOI: 10.1111/dom.15910
Lei Peng, Jiajia Shen, Lurong Li, Jiahao Liu, Xingzhou Jiang, Guoxin Zhang, Yuanyuan Li

Aim: Low birthweight is an issue during pregnancy associated with an increased risk of developing liver disease later in life. Previous Mendelian randomisation (MR) studies which explored this issue have not isolated the direct impact of the foetus on birthweight. In the present study, MR was used to assess whether direct foetal effects on birthweight were causally associated with liver structure, function and disease risk independent of intrauterine effects.

Materials and methods: We extracted single nucleotide polymorphisms (SNPs) from genome-wide association studies (GWAS) about direct foetal-affected birthweight (321 223 cases) to conduct univariable and multivariable MR analyses to explore the relationships between birthweight and 4 liver structure measures, 9 liver function measures and 18 liver diseases. A two-step MR analysis was used to further assess and quantify the mediating effects of the mediators.

Results: When isolating direct foetal effects, genetically predicted lower birthweight was associated with a higher risk of non-alcoholic fatty liver disease (NAFLD) (odds ratios [OR], 95% confidence interval [CI]: 1.61, 1.29-2.02, p < 0.001), higher magnetic resonance imaging [MRI] proton density fat fraction (PDFF) and higher serum gamma glutamyltransferase (GGT). Two-step MR identified two candidate mediators that partially mediate the direct foetal effect of lower birthweight on NAFLD, including fasting insulin (proportion mediated: 22.29%) and triglycerides (6.50%).

Conclusions: Our MR analysis reveals a direct causal association between lower birthweight and liver MRI PDFF, as well as the development of NAFLD, which persisted even after accounting for the potential influence of maternal factors. In addition, we identified fasting insulin and triglycerides as mediators linking birthweight and hepatic outcomes, providing insights for early clinical interventions.

目的:出生时体重过轻是一个与日后罹患肝病的风险增加有关的孕期问题。以往探讨这一问题的孟德尔随机化(MR)研究并未分离出胎儿对出生体重的直接影响。在本研究中,MR 被用来评估胎儿对出生体重的直接影响是否与肝脏结构、功能和疾病风险存在因果关系,而与宫内影响无关:我们从有关胎儿直接影响出生体重的全基因组关联研究(GWAS)中提取了单核苷酸多态性(SNPs),对出生体重与4种肝脏结构指标、9种肝功能指标和18种肝脏疾病之间的关系进行了单变量和多变量MR分析。采用两步磁共振分析法进一步评估和量化中介效应:结果:在分离胎儿的直接影响时,遗传预测的较低出生体重与较高的非酒精性脂肪肝(NAFLD)风险相关(几率比[OR],95%置信区间[CI]:1.61,1.29-2):1.61, 1.29-2.02, p 结论:我们的磁共振分析揭示了较低出生体重与肝脏磁共振成像 PDFF 以及非酒精性脂肪肝之间的直接因果关系,即使考虑了母体因素的潜在影响,这种因果关系依然存在。此外,我们还发现空腹胰岛素和甘油三酯是连接出生体重和肝脏结果的介质,这为早期临床干预提供了启示。
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引用次数: 0
Mediating role of inflammatory biomarkers in the causal effect of body composition on glycaemic traits and type 2 diabetes. 炎症生物标志物在身体成分对血糖特征和 2 型糖尿病的因果效应中的中介作用。
IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-04 DOI: 10.1111/dom.15923
Liwan Fu, Hong Cheng, Jingfan Xiong, Pei Xiao, Xinying Shan, Yanyan Li, Yan Li, Xiaoyuan Zhao, Jie Mi

Objective: The aim was to investigate the mediating role of inflammatory biomarkers in the causal effect of body composition on glycaemic traits and type 2 diabetes.

Methods: A retrospective observational study and a Mendelian randomization (MR) study were used. Observational analyses were performed using data from 4717 Chinese children and adolescents aged 6-18 years who underwent dual-energy X-ray absorptiometry for body composition. MR analyses were based on summary statistics from UK Biobank, deCODE2021, Meta-Analysis of Glucose and Insulin-Related Traits Consortium (MAGIC) and other large consortiums. Inflammatory biomarkers included leptin, adiponectin, osteocalcin, fibroblast growth factor 23 (FGF23) and parathyroid hormone (PTH).

Results: In a retrospective observational study, increased fat mass had a positive effect on homeostasis model assessment of insulin resistance (HOMA-IR) and homeostasis model assessment of pancreatic beta cell function (HOMA-β) through FGF23, whereas fat-free mass produced the opposite effects. PTH and osteocalcin played significant roles in the association of fat mass and fat-free mass with fasting glucose, fasting insulin and HOMA-IR (all p < 0.05). Mediation MR results indicated that childhood body mass index affected glycaemic traits through leptin and adiponectin. There existed a causal effect of fat-free mass on type 2 diabetes via FGF23 (indirect effect: OR [odds ratio]: 1.14 [95% CI, confidence interval: 1.01-1.28]) and adiponectin (OR: 0.85 [95% CI: 0.77-0.93]). Leptin mediated the causal association of fat mass (indirect effect: β: -0.05 [95% CI: -0.07, -0.02]) and fat-free mass (β: 0.03 [95% CI: 0.01, 0.04]) with fasting glucose.

Conclusions: Our findings suggest that different body compositions have differential influences on glycaemic traits and type 2 diabetes through distinct inflammatory biomarkers. The findings may be helpful in tailoring management of body composition based on inflammatory biomarkers with different glycaemic statuses.

目的目的是研究炎症生物标志物在身体成分对血糖特征和2型糖尿病的因果效应中的中介作用:方法:采用回顾性观察研究和孟德尔随机化(MR)研究。观察性分析使用了 4717 名 6-18 岁中国儿童和青少年的数据,这些儿童和青少年接受了双能 X 射线吸收测定法检测身体成分。MR分析基于英国生物库、deCODE2021、葡萄糖和胰岛素相关性状元分析联盟(MAGIC)和其他大型联盟的汇总统计数据。炎症生物标志物包括瘦素、脂肪连素、骨钙素、成纤维细胞生长因子23(FGF23)和甲状旁腺激素(PTH):在一项回顾性观察研究中,脂肪量的增加通过FGF23对胰岛素抵抗稳态模型评估(HOMA-IR)和胰岛β细胞功能稳态模型评估(HOMA-β)产生了积极影响,而无脂肪量则产生了相反的影响。PTH和骨钙素在脂肪量和无脂肪量与空腹血糖、空腹胰岛素和HOMA-IR的关系中发挥了重要作用(均为p 结论:PTH和骨钙素在脂肪量和无脂肪量与空腹血糖、空腹胰岛素和HOMA-IR的关系中发挥了重要作用:我们的研究结果表明,不同的身体成分会通过不同的炎症生物标志物对血糖特征和 2 型糖尿病产生不同的影响。这些发现可能有助于根据不同血糖状态下的炎症生物标志物对身体成分进行有针对性的管理。
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引用次数: 0
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Diabetes, Obesity & Metabolism
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