type 2 diabetes (T2D)

2 型糖尿病 ( T2D )
  • 文章类型: Journal Article
    胆囊癌(GBC)是一种罕见的消化道恶性肿瘤,以预后极差为特征。目前,2型糖尿病(T2D)与GBC之间的关系存在争议。此外,关于酒精摄入频率(AIF)之间的因果关系没有明确的结论,初潮年龄(AAM)和GBC。这项研究的目的是阐明T2D之间的因果关系,AIF,AAM,GBC。
    与暴露和结果相关的单核苷酸多态性(SNP)来自综合流行病学单位(IEU)开放全基因组关联研究(GWAS)数据库。具体来说,GBC的数据包括907名东亚人(所有病例的病理结果均登记在日本Biobank)和425,707个SNP;T2D包括655,666名欧洲人和5,030,727个SNP;AIF包括462,346名欧洲人和9,851,867个SNP;AAM包括243,944名欧洲人和9,851,867个SNP。从英国生物库(UKB)数据库中统一收集暴露性状的测量值,并以标准偏差(SD)或比值比(logOR)的对数形式呈现。我们采用了双样本孟德尔随机化(MR)分析来辨别T2D之间的因果关系,AIF,AAM,GBC。进行了敏感性分析,以识别和解决潜在的异质性,水平多效性,和异常值。
    我们的发现表明T2D降低了GBC风险[比值比(OR)=0.044;95%置信区间(CI):0.004-0.55;P=0.015,方差加权倒数(IVW)]。然而,AIF之间没有因果关系(OR=0.158;95%CI:5.33E-05至466.84;P=0.65,IVW),AAM(OR=0.19;95%CI:0.0003-140.34;P=0.62,IVW),GBC。敏感性分析显示没有水平多效性的证据,异质性,或异常值,表明了我们结论的稳健性和可靠性。
    T2D成为GBC的潜在保护因素,而AIF和AAM均未显示与GBC风险存在因果关系。调节葡萄糖代谢可能是预防GBC的方法之一。
    UNASSIGNED: Gallbladder cancer (GBC) is a rare malignancy of the digestive tract, characterized by a remarkably poor prognosis. Currently, there is a controversy on the relationship between type 2 diabetes (T2D) and GBC. Additionally, no definitive conclusions were established regarding the causal relationships between alcohol intake frequency (AIF), age at menarche (AAM) and GBC. The objective of this study was to elucidate the causal association between T2D, AIF, AAM, and GBC.
    UNASSIGNED: Single-nucleotide polymorphisms (SNPs) associated with exposures and outcomes were sourced from the Integrative Epidemiology Unit (IEU) Open Genome-Wide Association Study (GWAS) database. Specifically, the data of GBC comprised 907 East Asians (pathological results of all cases were registered into Biobank Japan) and 425,707 SNPs; T2D comprised 655,666 Europeans with 5,030,727 SNPs; AIF comprised 462,346 Europeans and 9,851,867 SNPs; AAM comprised 243,944 Europeans and 9,851,867 SNPs. The measurement of exposure traits is collected uniformly from the UK Biobank (UKB) database and presented in the form of standard deviation (SD) or the logarithmic form of the odds ratio (logOR). We employed a two-sample Mendelian randomization (MR) analysis to discern the causalities between T2D, AIF, AAM, and GBC. Sensitivity analyses were conducted to identify and address potential heterogeneity, horizontal pleiotropy, and outliers.
    UNASSIGNED: Our findings indicated that T2D reduced GBC risk [odds ratio (OR) =0.044; 95% confidence interval (CI): 0.004-0.55; P=0.015, inverse variance-weighted (IVW)]. However, no causal relationship was observed between AIF (OR =0.158; 95% CI: 5.33E-05 to 466.84; P=0.65, IVW), AAM (OR =0.19; 95% CI: 0.0003-140.34; P=0.62, IVW), and GBC. Sensitivity analysis revealed no evidence of horizontal pleiotropy, heterogeneity, or outliers, suggesting the robustness and reliability of our conclusions.
    UNASSIGNED: T2D emerged as a potentially protective factor against GBC, whereas neither AIF nor AAM demonstrated a causal relationship with GBC risk. Regulation of glucose metabolism may be one of the methods for preventing GBC.
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  • 文章类型: Journal Article
    背景:每日多次注射胰岛素方案(MDI)是治疗2型糖尿病患者(PwT2D)的最强化胰岛素方案。它在血糖控制方面的功效被低血糖风险增加所抵消。经常观察到体重增加的趋势和需要频繁的血糖监测。最近推出的新型抗糖尿病药物的多效性作用远远超出了降低血糖(HbA1c),如胰高血糖素样肽1受体激动剂(GLP-1RA),显着拓宽了可用于T2D管理的治疗选择。因此,目前有相当数量的PwT2D患者在没有其他选择时开始MDI治疗.然而,在当今时代,这些人可以从简化的胰岛素治疗方案中获益,理想情况下可以利用新型抗糖尿病药物的有益作用.iGlarLixi(Suliqua®)是基础胰岛素类似物甘精100U/ml和GLP-1RA利西拉来的每日一次固定比例组合。
    方法:用iglarLixi(IDEAL)进行胰岛素强化治疗是一个六中心,开放标签,平行组,有源比较器,一项为期24周的积极治疗期的IV期随机对照试验,研究了在二甲双胍±钠-葡萄糖协同转运蛋白2抑制剂的背景治疗中,每天一次给予iGlarLixi的MDI方案去强化与继续给予MDI方案在PwT2D中的疗效和安全性.
    主要目的是比较iGlarLixi和MDI方案延续的MDI治疗去强化对血糖控制(HbA1c)的影响。次要目标包括使用标准化连续葡萄糖监测(CGM)指标和自我监测血浆葡萄糖,详细评估iGlarLixi对MDI方案去强化对血糖控制的影响。此外,体重和身体成分分析,生活质量和安全状况进行评估。
    背景:ClinicalTrials.gov,标识符NCT04945070。
    BACKGROUND: Multiple daily injection insulin regimen (MDI) represents the most intensive insulin regimen used in the management of people with type 2 diabetes (PwT2D). Its efficacy regarding glycaemic control is counterbalanced by the increased risk of hypoglycaemia, frequently observed tendency to weight gain and necessity for frequent glucose monitoring. Recent introduction of novel antidiabetic medications with pleiotropic effects reaching far beyond the reduction of glycaemia (HbA1c), such as the glucagon-like peptide 1 receptor agonist (GLP-1 RA), has significantly widened the therapeutic options available for management of T2D. Consequently, there is currently a substantial number of PwT2D for whom the MDI regimen was initiated at a time when no other options were available. Yet, in present times, these individuals could benefit from simplified insulin regimens ideally taking advantage of the beneficial effects of the novel classes of antidiabetic medications. iGlarLixi (Suliqua®) is a once-daily fixed-ratio combination of basal insulin analogue glargine 100 U/ml and a GLP-1 RA lixisenatide.
    METHODS: Insulin therapy DE-intensificAtion with iglarLixi (IDEAL) is a six-centre, open-label, parallel-group, active comparator, phase IV randomised controlled trial with a 24-week active treatment period examining the efficacy and safety of MDI regimen de-intensification with once-daily administration of iGlarLixi versus MDI regimen continuation in PwT2D on a backgroud therapy with metformin ± sodium-glucose cotransporter 2 inhibitor.
    UNASSIGNED: The primary objective is to compare the effects of MDI therapy de-intensification with iGlarLixi versus MDI regimen continuation regarding glycaemic control (HbA1c). Secondary objectives include detailed evaluation of the effects of MDI regimen de-intensification with iGlarLixi on glycaemic control using standardised continuous glucose monitoring (CGM) metrics and self-monitoring of plasma glucose. Furthermore, body weight and body composition analysis, quality of life and safety profile are evaluated.
    BACKGROUND: ClinicalTrials.gov, identifier NCT04945070.
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  • 文章类型: Clinical Study
    目的:十二指肠在葡萄糖稳态中起关键作用。十二指肠粘膜表面置换术(DMR)是2型糖尿病(T2D)患者的内窥镜手术,其中十二指肠粘膜被水热消融。DMR改善血糖控制,但潜在的机制仍不清楚。这里,我们报道了DMR后葡萄糖调节激素和胰岛素敏感性指数以及β细胞功能的变化。
    方法:我们在Revita-1或Revita-2研究中纳入了28名接受非胰岛素降糖药物治疗的患者,这些患者接受了开放标签DMR和混合餐测试(MMT)。纳入标准为血红蛋白A1c为7.6%至10.4%,体重指数为24至40kg/m2。基线和3个月MMT数据包括血浆葡萄糖,胰岛素,C-肽,胰高血糖素样肽-1(GLP-1),和胃抑制多肽(GIP)浓度。葡萄糖调节激素,胰岛素敏感性指数(胰岛素抵抗的稳态模型评估[HOMA-IR],松田指数[MI],和肝胰岛素抵抗)和β细胞功能(胰岛素生成指数,处置索引[DI],和胰岛素分泌率[ISR])进行评估。
    结果:空腹胰岛素,胰高血糖素,C肽显著下降。胰岛素敏感性(HOMA-IR,MI,和肝脏胰岛素抵抗)和β细胞功能(DI和ISR)均明显改善。餐后葡萄糖下降,主要是由于禁食水平的下降,并在餐后胰高血糖素中观察到,而GLP-1和GIP没有变化。
    结论:DMR后3个月,胰岛素敏感性和胰岛素分泌得到改善。肠促胰岛素的变化不太可能是DMR后改善血糖控制的原因。这些数据增加了越来越多的证据,证明十二指肠是T2D患者的治疗靶标。(临床试验登记号:NCT02413567和NCT03653091。).
    OBJECTIVE: The duodenum has been shown to play a key role in glucose homeostasis. Duodenal mucosal resurfacing (DMR) is an endoscopic procedure for patients with type 2 diabetes (T2D) in which the duodenal mucosa is hydrothermally ablated. DMR improves glycemic control, but the underlying mechanisms remain unclear. Here, we report changes in glucoregulatory hormones and indices of insulin sensitivity and beta cell function after DMR.
    METHODS: We included 28 patients on noninsulin glucose-lowering medications who underwent open-label DMR and a mixed meal test (MMT) in Revita-1 or Revita-2 studies. Inclusion criteria were a hemoglobin A1c from 7.6% to 10.4% and a body mass index of 24 to 40 kg/m2. Baseline and 3-month MMT data included plasma glucose, insulin, C-peptide, glucagon-like peptide-1 (GLP-1), and gastric inhibitory polypeptide (GIP) concentrations. Glucoregulatory hormones, insulin sensitivity indices (Homeostatic Model Assessment for Insulin Resistance [HOMA-IR], Matsuda index [MI], and hepatic insulin resistance) and beta cell function (insulinogenic index, disposition index [DI], and insulin secretion rate [ISR]) were assessed.
    RESULTS: Fasting insulin, glucagon, and C-peptide decreased significantly. Insulin sensitivity (HOMA-IR, MI, and hepatic insulin resistance) and beta cell function (DI and ISR) all improved significantly. Declines in postprandial glucose, mainly driven by a decrease in fasting levels, and in postprandial glucagon were observed, whereas GLP-1 and GIP did not change.
    CONCLUSIONS: Insulin sensitivity and insulin secretion improved 3 months after DMR. It is unlikely that incretin changes are responsible for improved glucose control after DMR. These data add to the growing evidence validating the duodenum as a therapeutic target for patients with T2D. (Clinical trial registration numbers: NCT02413567 and NCT03653091.).
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  • 文章类型: Journal Article
    背景:本研究旨在验证CT纹理分析在评估2型糖尿病(T2D)患者骨矿物质密度(BMD)中的应用,并将其与标准队列中的双能X线骨密度仪(DXA)的结果进行比较。
    方法:我们分析了来自单个机构的510例(145例T2D患者和365例正常患者)。比较了每个参与者的DXA衍生的BMD和CT纹理分析估计的BMD。此外,我们调查了每组45种不同纹理特征之间的相关性。
    结果:在T2D患者中,CT纹理分析估计的BMD与DXA衍生的BMD之间的相关性一直很高(0.94或更高),是否在L1BMD下测量,L1BMC,总髋部BMD,或全髋关节BMC。相比之下,规范队列显示出适度的相关性,范围从0.66到0.75。在45个纹理特征中,在正常组中,对比V64和对比V128特征存在显着差异。
    结论:从本质上讲,我们的研究强调了骨骼健康的临床评估,特别是在T2D患者中,不应该仅仅依靠传统的措施,例如DXABMD。相反,合并其他诊断工具可能是有益的,如CT纹理分析,更好地理解影响骨骼健康的各种因素之间复杂的相互作用。
    BACKGROUND: This study aimed to validate the application of CT texture analysis in estimating Bone Mineral Density (BMD) in patients with Type 2 Diabetes (T2D) and comparing it with the results of dual-energy X-ray absorptiometry (DXA) in a normative cohort.
    METHODS: We analyzed a total of 510 cases (145 T2D patients and 365 normal patients) from a single institution. DXA-derived BMD and CT texture analysis-estimated BMD were compared for each participant. Additionally, we investigated the correlation among 45 different texture features within each group.
    RESULTS: The correlation between CT texture analysis-estimated BMD and DXA-derived BMD in T2D patients was consistently high (0.94 or above), whether measured at L1 BMD, L1 BMC, total hip BMD, or total hip BMC. In contrast, the normative cohort showed a modest correlation, ranging from 0.66 to 0.75. Among the 45 texture features, significant differences were found in the Contrast V 64 and Contrast V 128 features in the normal group.
    CONCLUSIONS: In essence, our study emphasizes that the clinical assessment of bone health, particularly in T2D patients, should not merely rely on traditional measures, such as DXA BMD. Rather, it may be beneficial to incorporate other diagnostic tools, such as CT texture analysis, to better comprehend the complex interplay between various factors impacting bone health.
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  • 文章类型: Journal Article
    嗜中性粒细胞与淋巴细胞之比(NLR)和免疫球蛋白A(IgA)水平通常用作炎症的生物标志物。2型糖尿病(T2D)患者可能会出现泪膜和炎症失衡,这可能导致干眼症(DED)。这项研究旨在评估IgA的水平,并探讨其与NLR的相关性,NLR是T2D患者干眼症的潜在炎症生物标志物。
    在阿卜杜勒阿齐兹国王医疗城(吉达,沙特阿拉伯)。该研究包括DED患者,可用的T2D-DED患者的数量确定了样本量。中性粒细胞,淋巴细胞,从病历中获得IgA和CRP(C反应蛋白)实验室值,并进行相关分析。
    该研究包括85名患者,DED组(n=32)和T2D-DED组(n=53)的平均年龄为54±14.4岁。两组年龄差异有统计学意义(p<0.0001)。T2D-DED组和DED组的NLR值分别为3.203±0.66和2.406±0.46,无显著性差异(p<0.285)。同样,两组中性粒细胞和淋巴细胞值无显著差异.T2D-DED组和DED组的IgA水平无显著差异(p<0.364)。DED组的Spearman相关性分析显示IgA与淋巴细胞(p=0.011;r=-0.471)值呈显著负相关,IgA与中性粒细胞(p=0.014;r=0.309)和NLR(p=0.052;r=-0.283)值呈显著正相关。在T2D-DED组中,IgA和CRP值之间存在显著相关性(p=0.032;r=0.33).
    尽管糖尿病患者可能表现出与疾病严重程度相关的较高水平的NLR和IgA,我们的研究未发现两组间NLR和IgA值存在显著差异.这些发现可能会指导未来的研究并增强对该疾病潜在机制的理解。
    The neutrophil-to-lymphocyte ratio (NLR) and immunoglobulin A (IgA) level are commonly used as biomarkers for inflammation. Patients with type 2 diabetes (T2D) may experience an imbalance of tear film and inflammation, which can result in dry eye disease (DED). This study aimed to assess the levels of IgA and explore its correlation with the NLR as potential inflammatory biomarkers for dry eye disease in patients with T2D.
    A retrospective study was conducted at the cornea clinic and diabetes centre of King Abdulaziz Medical City (Jeddah, Saudi Arabia). The study included patients with DED and the number of available T2D-DED patients determined the sample size. Neutrophil, lymphocyte, IgA and CRP (C-reactive protein) laboratory values were obtained from medical records and correlational analyses were performed.
    The study included 85 patients with an average age of 54 ± 14.4 years for the DED group (n=32) and 62 ± 13.9 years for the T2D-DED group (n=53). The age difference between the two groups was statistically significant (p 0.0001). The NLR values of the T2D-DED and DED groups were 3.203 ± 0.66 and 2.406 ± 0.46, respectively, with no significant difference (p<0.285). Similarly, there were no significant differences in neutrophil and lymphocyte values between the two groups. The IgA levels showed no significant variation between T2D-DED and DED groups (p<0.364). Spearman\'s correlation analysis in the DED group showed a significant negative correlation between IgA and lymphocyte (p=0.011; r= - 0.471) values and significant positive correlations between IgA and neutrophil (p=0.014; r=0.309) and NLR (p=0.052; r= - 0.283) values. In the T2D-DED group, a significant correlation was found between IgA and CRP values (p=0.032; r=0.33).
    Although diabetic patients may exhibit higher levels of NLR and IgA that correlate with disease severity, our study did not find significant differences in NLR and IgA values between the two groups. These findings may guide future research and enhance understanding of the disease\'s underlying mechanisms.
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  • 文章类型: Journal Article
    尽管已知2型糖尿病(T2D)是由多种因素引起的代谢疾病,病因仍未被充分理解。这里,我们的目的是确定循环免疫细胞谱是否会对T2D负债造成因果关系。
    我们在来自血细胞联盟的563,085名参与者中应用了一项全基因组关联研究(GWAS)的血液特征摘要统计,并对包括3,757名撒丁岛人的淋巴细胞亚群进行了另一项GWAS的流式细胞术分析,以鉴定遗传预测的血液免疫细胞。我们还从DIAGRAM联盟获得了898,130名个体的GWAS汇总统计数据,以评估遗传预测的T2D。我们主要使用逆方差加权(IVW)和加权中位数方法进行孟德尔随机化分析和敏感性分析,以评估异质性和多效性。
    对于循环血液白细胞及其亚群,遗传预测的循环单核细胞计数的增加与T2D的高风险有因果关系[比值比(OR)=1.06,95%置信区间(CI)=1.02~1.10,p=0.0048].对于淋巴细胞亚群,CD8+T细胞和CD4+CD8dimT细胞计数对T2D易感性具有因果效应(CD8+T细胞:OR=1.09,95%CI=1.03-1.17,p=0.0053;CD4+CD8dimT细胞:OR=1.04,95%CI=1.01-1.08,p=0.0070)。没有确定多效性。
    这些发现表明,较高的循环单核细胞和T淋巴细胞亚群预测T2D易感性增加,这证实了T2D的免疫倾向。我们的结果可能为T2D的诊断和治疗提供新的治疗靶点。
    Though type 2 diabetes (T2D) has been known as a metabolic disease caused by multiple factors, the etiology remains insufficiently understood. Here, we aimed to figure out whether circulating immune cell profiles causally impact T2D liability.
    We applied one genome-wide association study (GWAS) summary statistics of blood traits in 563,085 participants from the Blood Cell Consortium and another GWAS of flow cytometric profile of lymphocyte subsets comprising 3,757 Sardinians to identify genetically predicted blood immune cells. We also obtained GWAS summary statistics in 898,130 individuals from the DIAGRAM Consortium to evaluate genetically predicted T2D. We primarily used inverse variance weighted (IVW) and weighted median methods to perform Mendelian randomization analyses and sensitivity analyses to evaluate heterogeneity and pleiotropy.
    For circulating blood leukocyte and its subpopulations, the increase of genetically predicted circulating monocyte count was causally correlated with a higher risk of T2D [odds ratio (OR) = 1.06, 95% confidence interval (CI) = 1.02-1.10, p = 0.0048]. For lymphocyte subsets, CD8+ T cell and CD4+ CD8dim T cell count were identified with causal effect on T2D susceptibility (CD8+ T cell: OR = 1.09, 95% CI = 1.03-1.17, p = 0.0053; CD4+ CD8dim T cell: OR = 1.04, 95% CI = 1.01-1.08, p = 0.0070). No pleiotropy was determined.
    These findings demonstrated that higher circulating monocyte and T-lymphocyte subpopulation predicted increased T2D susceptibility, which confirmed the immunity predisposition for T2D. Our results may have the potential to provide new therapeutic targets for the diagnosis and treatment of T2D.
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  • 文章类型: Journal Article
    先前的研究报道,葡萄糖水平的变异性与结肠癌患者的多种特征有关。然而,与肝细胞癌(HCC)相关的研究仍然缺乏。
    本研究共纳入了在上海交通大学医学院附属东方肝胆外科医院和新华医院行肝脏切除术的95例巴塞罗那临床肝癌(BCLC)B-C期肝癌患者。将患者分为2型糖尿病(T2D)组和无T2D组。主要结果变量是HCC手术后1个月和1年内的血糖变异性。
    在这项研究中,T2D患者的年龄大于无T2D患者(平均年龄:70.3±8.45vs.60.4±11.27年,P=0.031)。与没有T2D的患者相比,T2D患者在1个月内的血糖测量值较高(33vs.7)和1年(46.5vs.22.5,P<0.001)的手术。T2D患者和非T2D患者在化疗药物或其他特征方面没有差异。在95例BCLCB-C期HCC患者中,在手术后1个月内,T2D患者的血糖水平变异性高于无T2D患者(P<0.001)[标准偏差(SD)=46.43mg/dL,变异系数(CV)=23.5%与SD=21.56mg/dL,CV=13.21%],手术后1年内(SD=42.49mg/dL,CV=26.14%vs.SD=20.45mg/dL,CV=17.36%)。T2D患者术后1个月内较低的体重指数和较高的血糖水平变异性之间存在相关性[SD(r=-0.431,P<0.05)和CV(r=-0.464,P<0.01)]。T2D患者术前血糖水平越高,术后1年内血糖变异性越高(r=0.435,P<0.01)。葡萄糖水平的变异性与没有T2D的患者的人口统计学和临床特征弱相关。
    BCLCB-C期T2DHCC患者在手术后1个月和1年内表现出更大的血糖水平变异性。术前高血糖,胰岛素的使用,在T2D患者中,较低的类固醇累积剂量是与血糖水平较高变异性相关的临床特征.
    UNASSIGNED: Previous research has reported that variability in glucose levels is associated with a variety of patient characteristics in colon cancer. However, relevant research is still lacking in relation to hepatocellular carcinoma (HCC).
    UNASSIGNED: A total of 95 HCC patients with Barcelona Clinic Liver Cancer (BCLC) stage B-C who underwent liver resection at the Eastern Hepatobiliary Surgery Hospital and Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine were included in this study. The patients were divided into 2 groups with type 2 diabetes (T2D) and without T2D. The primary outcome variable was blood glucose variability at 1 month and within 1 year of HCC surgery.
    UNASSIGNED: In this study, the age of patients with T2D was greater than that of patients without T2D (mean age: 70.3±8.45 vs. 60.4±11.27 years, P=0.031). Compared to the patients without T2D, those with T2D had higher blood glucose measurements within 1 month (33 vs. 7) and 1 year (46.5 vs. 22.5, P<0.001) of surgery. The T2D patients and non-T2D patients did not differ in terms of chemotherapy medication or other characteristics. Among the 95 patients with BCLC stage B-C HCC, those with T2D had higher variability in glucose levels (P<0.001) than those without T2D within 1 month of surgery [standard deviation (SD) =46.43 mg/dL, coefficient of variation (CV) =23.5% vs. SD =21.56 mg/dL, CV =13.21%], and within 1 year of surgery (SD =42.49 mg/dL, CV =26.14% vs. SD =20.45 mg/dL, CV =17.36%). A correlation was found between a lower body mass index and higher variability in glucose levels within 1 month of surgery among patients with T2D [SD (r=-0.431, P<0.05) and CV (r=-0.464, P<0.01)]. A higher preoperative blood glucose level in T2D patients was correlated with a higher blood glucose variability within 1 year of surgery (r=0.435, P<0.01). Variability in glucose levels was weakly correlated with the demographic and clinical characteristics of patients who do not have T2D.
    UNASSIGNED: HCC patients with T2D in BCLC stage B-C showed greater variability in glucose levels within 1 month and 1 year of surgery. Preoperative hyperglycemia, insulin use, and a lower cumulative dose of steroids were clinical features correlated with a higher variability in glucose levels in T2D patients.
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  • 文章类型: Journal Article
    目的:缺乏纵向代谢组学数据和分析它们的统计技术限制了对与2型糖尿病(T2D)发病相关的代谢物水平的理解。因此,我们进行了逻辑回归分析,同时提出了基于多元逻辑回归残差和基于几何角度的聚类分析的新方法,用于分析T2D发病特异性代谢变化.
    方法:我们使用了第六,Seven,在韩国协会REsource(KARE)队列数据中,2013年、2015年和2017年的第8次随访数据。使用超高效液相色谱/三重四极杆质谱(UPLC/TQ-MS)系统进行半靶向代谢物分析。
    结果:由于多元逻辑回归和单一代谢物在逻辑回归分析中的结果差异很大,我们建议使用考虑代谢物之间潜在多重共线性的模型.基于残留物的方法特别将神经递质或相关前体鉴定为T2D起始特异性代谢物。通过使用基于几何角度的模式聚类研究,酮体和肉碱被观察为疾病发作的特异性代谢产物并与其他代谢产物分离。
    结论:当代谢紊乱仍然可逆时,治疗早期胰岛素抵抗和血脂异常的患者,我们的发现可能有助于更好地理解代谢组学如何在T2D早期阶段用于疾病干预策略.本文受版权保护。保留所有权利。
    The lack of longitudinal metabolomics data and the statistical techniques to analyse them has limited the understanding of the metabolite levels related to type 2 diabetes (T2D) onset. Thus, we carried out logistic regression analysis and simultaneously proposed new approaches based on residuals of multiple logistic regression and geometric angle-based clustering for the analysis in T2D onset-specific metabolic changes.
    We used the sixth, seventh and eighth follow-up data from 2013, 2015 and 2017 among the Korea Association REsource (KARE) cohort data. Semi-targeted metabolite analysis was performed using ultraperformance liquid chromatography/triple quadrupole-mass spectrometry systems.
    As the results from the multiple logistic regression and a single metabolite in a logistic regression analysis varied dramatically, we recommend using models that consider potential multicollinearity among metabolites. The residual-based approach particularly identified neurotransmitters or related precursors as T2D onset-specific metabolites. By using geometric angle-based pattern clustering studies, ketone bodies and carnitines are observed as disease-onset specific metabolites and separated from others.
    To treat patients with early-stage insulin resistance and dyslipidaemia when metabolic disorders are still reversible, our findings may contribute to a greater understanding of how metabolomics could be used in disease intervention strategies during the early stages of T2D.
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  • 文章类型: Journal Article
    许多患有慢性肾病(CKD)的个体患有2型糖尿病(T2D)。我们试图探索改善血糖控制的有效干预措施是否也有可能减少CKD进展。
    REACH是文本消息传递的自我管理支持干预,专注于药物依从性,饮食,和运动显著改善了N=506名T2D患者的血糖控制。使用试验数据,我们在全样本中表征了肾脏健康状况,并在有eGFR数据的N=271例患者的子样本中,探讨了干预措施对12个月时估计肾小球滤过率(eGFR)变化的影响.
    在种族/民族和社会经济地位方面的不同样本中,37.2%的患者存在轻度或重度蛋白尿和/或eGFR<60mL/min/1.73m2。干预与基线蛋白尿之间存在趋势性相互作用效应(b=6.016,p=0.099),因此接受REACH的基线蛋白尿患者eGFR恶化较少。
    未来的研究应该检查糖尿病指导的自我管理支持是否能降低不同种族蛋白尿患者的CKD进展。在高度合并症的人群中,例如T2D和CKD,基于文本的支持可以根据个人的多疾病自我管理需求进一步定制,并且对于资源有限的个人来说很容易扩展。
    本研究在ClinicalTrials.gov(NCT02409329)注册。
    Many individuals living with chronic kidney disease (CKD) have comorbid Type 2 diabetes (T2D). We sought to explore if efficacious interventions that improve glycemic control may also have potential to reduce CKD progression.
    REACH is a text message-delivered self-management support intervention, which focused on medication adherence, diet, and exercise that significantly improved glycemic control in N = 506 patients with T2D. Using data from the trial, we characterized kidney health in the full sample and explored the intervention\'s effect on change in estimated glomerular filtration rate (eGFR) at 12 months in a subsample of N=271 patients with eGFR data.
    In a diverse sample with respect to race/ethnicity and socioeconomic status, 37.2% had presence of mild or heavy proteinuria and/or an eGFR < 60 mL/min/1.73 m2. There was a trending interaction effect between intervention and presence of proteinuria at baseline (b = 6.016, p = .099) such that patients with proteinuria at baseline who received REACH had less worsening of eGFR.
    Future research should examine whether diabetes directed self-management support reduces CKD progression in ethnically diverse individuals with albuminuria. In highly comorbid populations, such as T2D and CKD, text-based support can be further tailored according to individuals\' multimorbid disease self-management needs and is readily scalable for individuals with limited resources.
    This study was registered with ClinicalTrials.gov ( NCT02409329 ).
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  • 文章类型: Journal Article
    未经证实:2型糖尿病(T2D)是一种与多种合并症相关的常见慢性疾病。
    未经证实:这项研究调查了T2D的风险是否随基因预测的胰岛素(INS)而变化,胰岛素受体(INS-R),或胰岛素样生长因子1受体(IGF-1R)在孟德尔随机(MR)研究中使用遗传变异。
    UNASSIGNED:使用来自2个全基因组关联研究(GWAS)的汇总统计数据进行了2个样本的MR研究。暴露的遗传预测因子(INS,INS-R,和IGF-1R)从英国INTERVAL献血随机对照试验的公开蛋白质组学GWAS中获得。对于T2D,这项研究利用了DIAbetes跨族裔协会研究(DIAMANTE)联盟的元分析。估计的INS协会,INS-R,与T2D的IGF-1R蛋白强烈基于独立的单核苷酸多态性(SNP)(P<5×10-6)预测每次暴露。这些SNP被应用于来自DIAMANTE病例(n=74,124)和欧洲血统的对照(n=824,006)研究的与T2D的公开遗传关联。使用具有乘法随机效应的逆方差加权对SNP特异性Wald估计值进行荟萃分析。使用加权中位数(WM)和MR-Egger进行敏感性分析。
    未经评估:INS-R(基于13个SNP)与T2D的较低风险相关(OR:每个效应大小为0.95;95%CI:0.92,0.98;P=0.001),来自WM和MR-Egger的类似估计。胰岛素(8个SNPs)和IGF-1R(10个SNPs)与T2D无关。然而,INS-R的1个SNP来自ABO血型基因。
    UNASSIGNED:该研究与INS-R与T2D的因果关系保护相关一致。红细胞中的INS-R调节糖酵解,因此可能影响其功能和完整性。然而,不能排除通过血型ABO基因的多效性效应.INS-R可以是通过重新利用现有治疗剂或以其他方式降低T2D风险的干预的靶标。
    UNASSIGNED: Type 2 diabetes (T2D) is a prevalent chronic disease associated with several comorbidities.
    UNASSIGNED: This study investigated whether the risk of T2D varied with genetically predicted insulin (INS), insulin receptor (INS-R), or insulin-like growth factor 1 receptor (IGF-1R) using genetic variants in a Mendelian randomization (MR) study.
    UNASSIGNED: A 2-sample MR study was conducted using summary statistics from 2 genome-wide association studies (GWASs). Genetic predictors of the exposures (INS, INS-R, and IGF-1R) were obtained from a publicly available proteomics GWAS of the INTERVAL randomized controlled trial of blood donation in the United Kingdom. For T2D, the study leveraged the DIAbetes Meta-ANalysis of Trans-Ethnic association studies (DIAMANTE) consortium. The estimated associations of INS, INS-R, and IGF-1R proteins with T2D were based on independent single nucleotide polymorphisms (SNPs) strongly (P < 5 × 10-6) predicting each exposure. These SNPs were applied to publicly available genetic associations with T2D from the DIAMANTE case (n = 74,124) and control (n = 824,006) study of people of European descent. SNP-specific Wald estimates were meta-analyzed using inverse variance weighting with multiplicative random effects. Sensitivity analysis was conducted using the weighted median (WM) and MR-Egger.
    UNASSIGNED: INS-R (based on 13 SNPs) was associated with a lower risk of T2D (OR: 0.95 per effect size; 95% CI: 0.92, 0.98; P = 0.001), with similar estimates from the WM and MR-Egger. Insulin (8 SNPs) and IGF-1R (10 SNPs) were not associated with T2D. However, 1 of the SNPs for INS-R was from the ABO blood group gene.
    UNASSIGNED: This study is consistent with a causally protective association of the INS-R with T2D. INS-R in RBCs regulates glycolysis and thus may affect their functionality and integrity. However, a pleiotropic effect via the blood group ABO gene cannot be excluded. The INS-R may be a target for intervention by repurposing existing therapeutics or otherwise to reduce the risk of T2D.
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