T2DM

T2DM
  • 文章类型: Letter
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  • 文章类型: Journal Article
    背景:男性肥胖是睾酮水平不达标的最相关因素之一。然而,越来越多的证据表明睾酮水平低与胰岛素抵抗和糖尿病并发症有关.我们旨在研究糖尿病对睾丸激素水平的影响,并评估各种临床和生化因素与性腺机能减退的相关性。
    方法:这项病例对照研究是对160名成年男性进行的,分为四个相等组(每组40人);A组:患有T2DM的瘦弱男性,B组:肥胖合并T2DM,C组:瘦,血糖正常,D组:肥胖,血糖正常。血清总睾酮(TT),已经测量了SHBG和HbA1c。计算游离睾酮(cFT)和HOMA-IR。
    结果:血清TT和cFT与BMI(分别为r-0.16,p0.04/r-0.26,p<0.001)和腰围(WC)(分别为r-0.23,p0.003和r-0.3,p<0.001)呈显着负相关。与非糖尿病组相比,糖尿病组的TT和cFT显着降低(两者的p<0.001)。糖尿病瘦肉组的TT水平明显低于非糖尿病瘦肉组(p<0.001),甚至显著低于非糖尿病性肥胖者(p<0.001)。糖尿病肥胖组的TT水平低于非糖尿病肥胖组(p<0.001)。cFT级别也一样,糖尿病瘦肉组低于非糖尿病瘦肉组(p<0.001),糖尿病肥胖组低于非糖尿病肥胖组(p<0.001).糖尿病组SHBG伴随显著降低(p<0.001)。线性回归分析显示TT与HOMA-IR显著相关。HOMA-IR与WC,年龄和糖尿病病程与cFT显著相关。在我们的模型中,HOMA-IR和HbA1c约占TT变异性的51.3%(校正R平方0.513)。
    结论:T2DM对血清睾酮水平的影响比肥胖更显著。我们的研究表明,糖尿病组的SHBG和cFT一起降低。性腺功能减退与胰岛素抵抗和血糖控制不良显著相关,这暗示了另一种观点,即血糖控制欠佳对性腺功能减退症发展的影响。
    BACKGROUND: Male obesity is one of the most associated factors with substandard testosterone levels. However, there is growing evidence linking low testosterone levels to insulin resistance and diabetic complications. We aimed to study the impact of diabetes mellitus on testosterone levels and to assess the correlation of various clinical and biochemical factors with hypogonadism.
    METHODS: This case-control study was conducted on 160 adult males categorized into four equal groups (40 each); Group A: lean men with T2DM, Group B: obese with T2DM, Group C: lean with normal glycemic profile, Group D: obese with normal glycemic profile. Serum total testosterone (TT), SHBG and HbA1c have been measured. Free testosterone (cFT) and HOMA-IR were calculated.
    RESULTS: A significant negative correlation of serum TT and cFTwith BMI (r -0.16, p 0.04/ r -0.26, p < 0.001, respectively) and with waist circumference (WC) (r -0.23, p 0.003 and r -0.3, p < 0.001, respectively). A significant decrease in TT and cFT in the diabetes group versus the non-diabetes one (p < 0.001 for both). TT level was significantly lower in the diabetic lean group than in the non-diabetic lean (p < 0.001), and even significantly lower than in the non-diabetic obese (p < 0.001). TT level in the diabetic obese group was lower than in the non-diabetic obese (p < 0.001). The same for cFT level, lower in the diabetic lean group than in non-diabetic lean (p < 0.001) and lower in the diabetic obese than in the non-diabetic obese (p < 0.001). Concomitant significant reduction in SHBG in the diabetes group (p < 0.001). Linear regression analysis revealed that TT significantly correlated with HOMA-IR. HOMA-IR with WC, age and the duration of diabetes correlated significantly with cFT. In our model, HOMA-IR and HbA1c accounted for approximately 51.3% of TT variability (adjusted R-squared 0.513).
    CONCLUSIONS: The impact of T2DM on serum testosterone levels was more significant than that of obesity. Our study showed a decrease in SHBG together with cFT among the diabetes group. Hypogonadism is significantly correlated to insulin resistance and poor glycemic control, which implies another perspective on the impact of suboptimal glycemic control on the development of hypogonadism.
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  • 文章类型: Journal Article
    昼夜节律,自然的物理循环,心理,和行为的变化遵循大约24小时的周期,已知对人体有深远的影响。光在人体昼夜节律的调节中起着重要作用。当外界光线进入眼睛时,锥体,棒,专门的视网膜神经节细胞接收光信号并将其传输到下丘脑的视交叉上核。视交叉上核的中心节律振荡器调节全身组织的节律振荡器。昼夜节律,自然的物理循环,心理,和行为的变化遵循大约24小时的周期,已知对人体有深远的影响。作为人体最大的器官,皮肤在外周昼夜节律调节系统中起着重要作用。像视网膜中的感光细胞一样,黑素细胞表达视蛋白。研究表明,皮肤中的黑素细胞也对光敏感,即使没有眼睛,也能让皮肤“看到”光。一收到光信号,黑素细胞在皮肤释放激素,维持稳态。这个过程被称为“光神经内分泌学”支持光照对健康的影响。然而,不适当的光线照射,例如在黑暗环境中长时间工作或在夜间暴露于人造光,会扰乱昼夜节律。这种破坏与各种健康问题有关,强调在日常生活中需要适当的光管理。相反,通过光疗利用光的有益作用作为一种辅助治疗方式正在引起人们的注意。尽管取得了这些进步,昼夜节律研究领域仍面临一些尚未解决的问题和新出现的挑战。最令人兴奋的前景之一是使用皮肤的光敏性来治疗疾病。这种方法可以彻底改变我们思考和管理各种健康状况的方式,利用皮肤对光的独特反应能力来达到治疗目的。随着研究继续揭示昼夜节律的复杂性及其对健康的影响,创新治疗和改善福祉的潜力是巨大的。
    Circadian rhythms, the natural cycles of physical, mental, and behavioral changes that follow a roughly 24-hour cycle, are known to have a profound effect on the human body. Light plays an important role in the regulation of circadian rhythm in human body. When light from the outside enters the eyes, cones, rods, and specialized retinal ganglion cells receive the light signal and transmit it to the suprachiasmatic nucleus of the hypothalamus. The central rhythm oscillator of the suprachiasmatic nucleus regulates the rhythm oscillator of tissues all over the body. Circadian rhythms, the natural cycles of physical, mental, and behavioral changes that follow a roughly 24-hour cycle, are known to have a profound effect on the human body. As the largest organ in the human body, skin plays an important role in the peripheral circadian rhythm regulation system. Like photoreceptor cells in the retina, melanocytes express opsins. Studies show that melanocytes in the skin are also sensitive to light, allowing the skin to \"see\" light even without the eyes. Upon receiving light signals, melanocytes in the skin release hormones that maintain homeostasis. This process is called \"photoneuroendocrinology\", which supports the health effects of light exposure. However, inappropriate light exposure, such as prolonged work in dark environments or exposure to artificial light at night, can disrupt circadian rhythms. Such disruptions are linked to a variety of health issues, emphasizing the need for proper light management in daily life. Conversely, harnessing light\'s beneficial effects through phototherapy is gaining attention as an adjunctive treatment modality. Despite these advancements, the field of circadian rhythm research still faces several unresolved issues and emerging challenges. One of the most exciting prospects is the use of the skin\'s photosensitivity to treat diseases. This approach could revolutionize how we think about and manage various health conditions, leveraging the skin\'s unique ability to respond to light for therapeutic purposes. As research continues to unravel the complexities of circadian rhythms and their impact on health, the potential for innovative treatments and improved wellbeing is immense.
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  • 文章类型: Journal Article
    糖尿病[DM],是一种多方面的代谢疾病,这已经成为对人类健康的全球性威胁。在过去的几十年里,大量的注意力已经致力于理解microRNAs[miRNAs],一类在转录后水平的基因表达的小的非编码RNA调节因子,与DM病理学有关。已经证明miRNAs控制胰岛素合成,分泌,和活动。本综述旨在评估miR-143和miR-145作为糖尿病诊断和预后的生物标志物。
    已经研究了使用miR-143和miR-145作为糖尿病诊断和预后的生物标志物,研究这种联系的研究在文献中得到了追捧。此外,我们将讨论通过miR-143/145表达调节胰岛素分泌的细胞和分子途径,最后讨论它们在糖尿病中的作用。
    在当前的评论中,我们强调了miR-143/145表达谱在临床研究和动物模型中作为新型DM生物标志物的最新发现,并强调了miR-143/145表达在DM中的复杂调节作用和功能作用的最新发现.
    一种改变miR-143/miR-145的表达和活性的新型临床治疗方法可能能够使细胞恢复其自然状态的葡萄糖稳态。证明了使用全面的miRNA谱预测糖尿病开始的价值。
    在线版本包含补充材料,可在10.1007/s40200-023-01317-y获得。
    UNASSIGNED: Diabetes mellitus [DM], is a multifaceted metabolic disease, which has become a worldwide threat to human wellness. Over the past decades, an enormous amount of attention has been devoted to understanding how microRNAs [miRNAs], a class of small non-coding RNA regulators of gene expression at the post-transcriptional level, are tied to DM pathology. It has been demonstrated that miRNAs control insulin synthesis, secretion, and activity. This review aims to provide an evaluation of the use of miR-143 and miR-145 as biomarkers for the diagnosis and prognosis of diabetes.
    UNASSIGNED: The use of miR-143 and miR-145 as biomarkers for the diagnosis and prognosis of diabetes has been studied, and research that examined this link was sought after in the literature. In addition, we will discuss the cellular and molecular pathways of insulin secretion regulation by miR-143/145 expression and finally their role in diabetes.
    UNASSIGNED: In the current review, we emphasize recent findings on the miR-143/145 expression profiles as novel DM biomarkers in clinical studies and animal models and highlight recent discoveries on the complex regulatory effect and functional role of miR-143/145 expression in DM.
    UNASSIGNED: A novel clinical treatment that alters the expression and activity of miR-143/miR-145 may be able to return cells to their natural state of glucose homeostasis, demonstrating the value of using comprehensive miRNA profiles to predict the beginning of diabetes.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s40200-023-01317-y.
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  • 文章类型: Journal Article
    2型糖尿病(T2DM)是一种与各种微血管并发症相关的慢性疾病,包括神经病,视网膜病变,和肾病。最近的研究表明,血清网膜素水平与T2DM患者发生微血管并发症的风险之间存在潜在关联。然而,现有的证据仍然没有定论。因此,我们进行了系统评价和荟萃分析,以研究2型糖尿病患者血清网膜素水平与微血管并发症之间的关系.
    在PubMed中进行了全面搜索,Scopus,和谷歌学者数据库检索截至2023年5月发表的相关文章。纳入了观察性研究,调查了T2DM患者中网膜素水平与微血管并发症的相关性。数据被提取并因此被分析。
    共有七篇横断面文章符合纳入标准,共有1587名参与者。荟萃分析显示血清网膜素水平与T2DM患者微血管并发症之间存在显著关联。微血管并发症患者的血清网膜素水平低于无并发症患者(平均差异,95%置信区间:-1.31[-2.50,-0.13],I2=99.62%)。
    本系统综述和荟萃分析提供了支持T2DM患者血清网膜素水平与微血管并发症之间关联的证据。提示Omentin在T2DM患者微血管并发症中可能较低。需要进一步的研究来阐明潜在的机制并探索这些发现的临床意义。
    在线版本包含补充材料,可在10.1007/s40200-023-01359-2获得。
    UNASSIGNED: Type 2 diabetes mellitus (T2DM) is a chronic condition associated with various microvascular complications, including neuropathy, retinopathy, and nephropathy. Recent studies have suggested a potential association between serum omentin levels and the risk of developing microvascular complications in patients with T2DM. However, the existing evidence remains inconclusive. Therefore, we conducted a systematic review and meta-analysis to examine the association between serum omentin levels and microvascular complications in T2DM patients.
    UNASSIGNED: A comprehensive search was conducted in PubMed, Scopus, and Google Scholar databases to retrieve relevant articles published up to May 2023. Observational studies investigating omentin levels association with microvascular complications in T2DM patients were included. Data was extracted and hence analyzed.
    UNASSIGNED: A total of seven cross-sectional articles met the inclusion criteria, with a total population of 1587 participants. The meta-analysis revealed a significant association between serum omentin levels and microvascular complications in patients with T2DM. Serum omentin levels were lower in patients with microvascular complications than in those without complications (Mean difference, 95% confidence interval: -1.31 [-2.50, -0.13], I2 = 99.62%).
    UNASSIGNED: This systematic review and meta-analysis provides evidence supporting an association between serum omentin levels and microvascular complications in patients with T2DM. The findings suggest that Omentin may be lower in T2DM patients with microvascular complications. Further research is warranted to elucidate the underlying mechanisms and explore the clinical implications of these findings.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s40200-023-01359-2.
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  • 文章类型: Journal Article
    背景:实际上,观察到整个肝病谱与2型糖尿病(T2DM)有关;T2DM现在是美国肝病的最常见原因我们进行了一项初步研究,以探讨微生物易位增加和全身性炎症在T2DM患者肝损伤发展中的相关性。
    方法:T2DM患者(n=17)和非糖尿病对照组(NDC;n=11),年龄25-80岁。参与了这项研究。血清内毒素水平,钙卫蛋白,测量可溶性CD14和CD163以及几种炎性细胞因子。除了标准的肝损伤标志物,ALT和AST,肝损伤的新型血清标志物,角蛋白18(K-18)M30(凋亡相关的半胱天冬酶裂解的角蛋白18),对M65(可溶性角蛋白18)进行评价。使用Mann-Whitney检验进行统计分析以评估研究组之间的差异。使用GraphPadPrism9.5.0软件进行Pearson相关性分析以确定两个变量之间的关联强度。
    结果:T2DM患者的sCD14水平明显高于NDC,表明肠道通透性增加,微生物易位,和单核细胞/巨噬细胞活化。重要的是,与随后的炎症反应有关,T2DM患者中sCD14的升高伴随着sCD163的显著升高,sCD163是肝Kupffer细胞活化和炎症的标志.Further,在T2DM患者中观察到sCD163与内毒素和sCD14之间呈正相关,但在NDC中没有。伴随着这些变化,反映肝细胞死亡的基于角蛋白18(K-18)的血清标志物(M65和M30)在T2DM组中显著升高,提示持续的肝损伤.值得注意的是,M65和M30水平均与sCD14和sCD163相关,提示免疫细胞活化和肝脏炎症可能与T2DM肝损伤的发生有关.
    结论:这些发现表明,肠-肝轴的致病性变化,以增加的微生物易位为标志,可能是T2DM患者肝细胞炎症和损伤病因的主要组成部分。然而,更大的纵向研究,包括组织学证据,需要确认这些观察结果。
    BACKGROUND: Virtually the entire spectrum of liver disease is observed in association with type 2 diabetes mellitus (T2DM); indeed, T2DM is now the most common cause of liver disease in the U.S. We conducted a pilot study to investigate the relevance of increased microbial translocation and systemic inflammation in the development of liver injury in patients with T2DM.
    METHODS: Patients with T2DM (n = 17) and non-diabetic controls (NDC; n = 11) aged 25-80 yrs. participated in this study. Serum levels of endotoxin, calprotectin, soluble CD14 and CD163, and several inflammatory cytokines were measured. In addition to standard liver injury markers, ALT and AST, novel serum markers of liver injury, keratin 18 (K-18) M30 (apoptosis-associated caspase-cleaved keratin 18), and M65 (soluble keratin 18) were evaluated. Statistical analyses were performed using the Mann-Whitney test to assess differences between study groups. Pearson\'s correlation analysis was performed to determine the strength of association between two variables using GraphPad Prism 9.5.0 software.
    RESULTS: Patients with T2DM had significantly higher levels of sCD14 in comparison to NDC, suggesting an increase in gut permeability, microbial translocation, and monocyte/macrophage activation. Importantly, relevant to the ensuing inflammatory responses, the increase in sCD14 in patients with T2DM was accompanied by a significant increase in sCD163, a marker of hepatic Kupffer cell activation and inflammation. Further, a positive correlation was observed between sCD163 and endotoxin and sCD14 in T2DM patients but not in NDC. In association with these changes, keratin 18 (K-18)-based serum markers (M65 and M30) that reflect hepatocyte death were significantly higher in the T2DM group indicating ongoing liver injury. Notably, both M65 and M30 levels correlated with sCD14 and sCD163, suggesting that immune cell activation and hepatic inflammation may be linked to the development of liver injury in T2DM.
    CONCLUSIONS: These findings suggest that the pathogenic changes in the gut-liver axis, marked by increased microbial translocation, may be a major component in the etiology of hepatocyte inflammation and injury in patients with T2DM. However, larger longitudinal studies, including histological evidence, are needed to confirm these observations.
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  • 文章类型: Journal Article
    一些研究表明,减肥和代谢手术(BMS)可以降低肥胖个体患心血管疾病(CVD)的风险。然而,在中国人群中,很少有关于使用多种模型评估BMS对CVD风险的影响的报道.
    本研究旨在使用多种CVD风险模型评估BMS对中国肥胖患者CVD风险的功能。
    我们对我院肥胖患者术前和术后的基本数据和糖脂代谢数据进行了回顾性分析。根据不同的手术方式进行亚组分析。然后,使用四个模型评估了BMS对中国人群心血管疾病风险的作用,包括:中国-PAR风险模型,弗雷明汉风险评分(FRS),世界卫生组织(WHO)风险模型,和Globorisk模型。
    我们招募了64名患者,其中24人(37.5%)接受了腹腔镜袖状胃切除术(LSG),而40人(62.5%)接受了Roux-en-Y胃旁路术(RYGB)。使用China-PAR风险模型计算的患者的10年CVD风险从术前的6.3%下降到术后1年的2.0%,差异有统计学意义。同样,使用FRS计算的患者10年CVD风险,WHO,与术前相比,术后1年全球风险模型显着降低。当FRS风险模型用于计算患者术后30年的CVD风险时,与术前相比,手术后1年有显著下降.当采用各种模型评估LSG和RYGB的10年CVD风险时,两组术后1年RRR无统计学差异.
    与术前相比,BMS术后CVD风险显著降低。在改善心血管风险方面,SG和RYGB似乎同样有效。
    UNASSIGNED: Some research have indicated that Bariatric and metabolic surgery (BMS) can reduce the risk of cardiovascular disease (CVD) among individuals with obesity. However, there are few reports available that focuses on assessing effect of BMS on the risk of CVD in Chinese population using multiple models.
    UNASSIGNED: This research aims to assess the function of BMS on the risk of CVD in Chinese patients with obesity using multiple CVD risk models.
    UNASSIGNED: We performed a retrospective analysis of the basic data and glycolipid metabolism data preoperatively and postoperatively from patients with obesity at our hospital. Subgroup analysis was carried out according to different surgical procedures. Then, the function of BMS on the risk of CVD in the Chinese population was assessed using four models, including: China-PAR risk model, Framingham risk score (FRS), World Health Organization (WHO) risk model, and Globorisk model.
    UNASSIGNED: We enrolled 64 patients, 24 (37.5%) of whom underwent laparoscopic sleeve gastrectomy (LSG) while 40 (62.5%) underwent Roux-en-Y gastric bypass (RYGB). The 10-year CVD risk for patients calculated using the China-PAR risk model decreased from 6.3% preoperatively to 2.0% at 1 year postoperatively and was statistically significantly different. Similarly, the 10-year CVD risk of patients calculated using the FRS, WHO, Global risk model decreased significantly at 1 year postoperatively compared to preoperatively. When the FRS risk model was used to calculate the patients\' 30-year postoperative CVD risk, there was a significant decrease at 1 year after surgery compared to the preoperative period. When employing various models to evaluate the 10-year CVD risk for LSG and RYGB, no statistically significant difference was found in the 1-year postoperative RRR between the procedures.
    UNASSIGNED: The CVD risk after BMS was significantly reduced compared to preoperatively. In terms of improving cardiovascular risk, SG and RYGB appear to be equally effective.
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  • 文章类型: Journal Article
    背景:目前的指南建议将2型糖尿病(T2DM)的医师主导治疗(PLC)转变为更有效的多学科医疗保健(MHC)。然而,很少有研究人员研究它在沙特阿拉伯的现实生活中的实施。因此,我们的目的是评估MDC糖尿病管理计划(DMP)的实施情况,并比较综合医院T2DM患者与PLC患者在真实世界实践环境中随访一年后的结局.
    方法:我们通过分析两个私人护理中心的所有T2DM患者的医疗记录,进行了这项比较性患者档案回顾研究。比较了两者在实现两个结果方面的有效性:第一年结束时糖化血红蛋白(HbA1c)<7%和低密度脂蛋白胆固醇(LDL-c)<70mg/dl。此外,我们评估了DMP的实施情况.
    结果:回顾了八百三十四份医疗记录,537来自DMP,和279来自PLC中心。DMP的个人健康协调几乎完成(97.8%),但在营养方面的实施不完整(65.7%),牙科检查(64.8%),和足部护理(58.3%)。两个护理组的年龄相匹配(p=0.056),性别(p=0.085),糖尿病的持续时间(p=0.217),和基础血糖控制(p=0.171)。DMP显示HbA1c显著净降(-0.5[IQR1.47%]vs-0.2[IQR3.05%],p=0.0001)和LDL-c(-10[IQR50]vs-5[IQR60.5]mg/dl,p=0.004)与PLC相比。在DMP中实现血糖控制的患者比例高于PLC(49.4%vs38.7%,p=0.038)。然而,这两个项目在脂质控制方面表现出相似的结果(28.7%vs.30%,p=0.695)。
    结论:尽管在实施方面存在一些差距,与PLC相比,2型糖尿病患者接受DMP治疗1年后的血糖控制更好.两种程序在脂质控制方面具有可比性。进一步的研究发现护理实施方面的差距可以提高可持续性,未来复制,以及类似计划与沙特阿拉伯其他医疗保健系统的普遍性。
    BACKGROUND: Current guidelines recommend shifting physician-led care (PLC) for type 2 diabetes mellitus (T2DM) to more effective multidisciplinary health care (MHC). However, few researchers have studied its real-life implementation in Saudi Arabia. Therefore, we aimed to assess the implementation and compare the outcomes of an MDC diabetes management program (DMP) among T2DM patients to a PLC at a general hospital after one year of follow-up in a real-world practice setting.
    METHODS: We conducted this comparative patient files review study by analyzing medical records of all T2DM patients at two private care centers. Both were compared for their effectiveness in achieving two outcomes: the glycated hemoglobin (HbA1c) <7% and low-density lipoprotein-cholesterol (LDL-c) <70 mg/dl at the end of the first year. Additionally, we assessed the implementation of the DMP.
    RESULTS: Eight hundred thirty-four medical records were reviewed, 537 from DMP, and 279 from the PLC center. The personal health coordination was almost complete (97.8%) in the DMP, but the implementation was incomplete regarding nutrition (65.7%), dental exam (64.8%), and foot care (58.3%). Both care groups were matched for age (p = 0.056), gender (p = 0.085), duration of diabetes (p = 0.217), and basal glycemic control (p = 0.171). The DMP showed a significant net decrease in HbA1c (-0.5 [IQR 1.47%] vs -0.2 [IQR 3.05%], p = 0.0001) and LDL-c (-10 [IQR 50] vs -5 [IQR 60.5] mg/dl, p = 0.004) compared to PLC. A higher percentage of patients achieved glycemic control in the DMP than in the PLC (49.4% vs 38.7%, p = 0.038). However, both programs demonstrated similar outcomes in lipid control (28.7% vs. 30%, p = 0.695).
    CONCLUSIONS: Despite some gaps in implementation, one year of DMP showed better glycemic control among T2DM patients compared to PLC. Both programs were comparable in terms of lipid control. Further studies identifying the gaps in care implementation could improve sustainability, future replication, and generalizability of similar programs to other healthcare systems in Saudi Arabia.
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  • 文章类型: Journal Article
    二肽基肽酶-4(DPP-4)抑制剂属于一类用于治疗2型糖尿病(T2DM)的重要药物。它们通过抑制胰高血糖素样肽-1和葡萄糖依赖性促胰岛素多肽等肠促胰岛素激素发挥其抗糖尿病作用,在调节我们体内的血糖平衡中起着关键作用。DPP-4抑制剂已成为治疗T2DM的一类重要的口服抗糖尿病药物。令人惊讶的是,只有少数2D-QSAR研究报道了DPP-4抑制剂。这里,基于片段的QSAR(拉普拉斯改进的贝叶斯建模和递归分区(RP)方法已在108个DPP-4抑制剂的数据集上使用,以更深入地了解其分子结构之间的关联。贝叶斯分析证明了训练以及测试集的令人满意的ROC值。同时,RP分析产生具有2个叶子的决策树3(树3:2个叶子)。本研究旨在深入了解调节DPP-4抑制的关键片段。
    Dipeptidyl peptidase-4 (DPP-4) inhibitors belong to a prominent group of pharmaceutical agents that are used in the governance of type 2 diabetes mellitus (T2DM). They exert their antidiabetic effects by inhibiting the incretin hormones like glucagon-like peptide-1 and glucose-dependent insulinotropic polypeptide which, play a pivotal role in the regulation of blood glucose homoeostasis in our body. DPP-4 inhibitors have emerged as an important class of oral antidiabetic drugs for the treatment of T2DM. Surprisingly, only a few 2D-QSAR studies have been reported on DPP-4 inhibitors. Here, fragment-based QSAR (Laplacian-modified Bayesian modelling and Recursive partitioning (RP) approaches have been utilized on a dataset of 108 DPP-4 inhibitors to achieve a deeper understanding of the association among their molecular structures. The Bayesian analysis demonstrated satisfactory ROC values for the training as well as the test sets. Meanwhile, the RP analysis resulted in decision tree 3 with 2 leaves (Tree 3: 2 leaves). This present study is an effort to get an insight into the pivotal fragments modulating DPP-4 inhibition.
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  • 文章类型: Journal Article
    背景:肠道微生物代谢产物,三甲胺N-氧化物(TMAO),已与2型糖尿病(T2DM)相关。以前很少有前瞻性研究讨论TMAO和T2DM发病率变化之间的关联。
    方法:数据来自阜新县农村地区2019年至2021年的纵向队列研究,辽宁省,中国,纳入了1515名年龄在35岁以上的无糖尿病参与者.在两个时间点测量血清TMAO及其前体的浓度,即2019年和2021年。在逻辑回归模型中分别测试了TMAO和TMAO变化(ΔTMAO)。为了进一步检查,根据TMAO水平和ΔTMAO水平的组合计算T2DM的比值比(OR).
    结果:在1.85年的中位随访中,81例T2DM(5.35%)。基线TMAO水平表现出非线性关系,先减少然后增加,仅在最高四分位数与T2DM风险相关。血清TMAO最高四分位数中T2DM的OR为3.35(95CI:1.55-7.26,p=0.002),与最低四分位数相比。至于它的前体,只有胆碱水平与T2DM风险相关,血清胆碱的Q3和Q4中T2DM的OR分别为3.37(95CI:1.41-8.05,p=0.006)和4.72(95CI:1.47-15.13,p=0.009),分别。当考虑基线TMAO水平和ΔTMAO随时间变化时,TMAO水平持续较高的参与者显示T2DM风险显著增加,多变量校正OR为8.68(95CI:1.97,38.34)。
    结论:初始血清TMAO水平和长期血清TMAO变化均与随后的T2DM事件的发生显著相关。旨在使TMAO水平正常化的干预措施,比如采用健康的饮食习惯,可能对预防T2DM特别有益。
    BACKGROUND: A gut-microbial metabolite, trimethylamine N-oxide (TMAO), has been associated with type 2 diabetes mellitus (T2DM). Few previous prospective studies have addressed associations between the changes in TMAO and T2DM incidence.
    METHODS: Data were derived from a longitudinal cohort conducted from 2019 to 2021 in rural areas of Fuxin County, Liaoning Province, China, and 1515 diabetes-free participants aged above 35 years were included. The concentrations of serum TMAO and its precursors were measured at two time points, namely in 2019 and 2021. TMAO and TMAO changes (ΔTMAO) were separately tested in a logistic regression model. For further examination, the odds ratios (ORs) for T2DM were calculated according to a combination of TMAO levels and ΔTMAO levels.
    RESULTS: During a median follow-up of 1.85 years, 81 incident cases of T2DM (5.35%) were identified. Baseline TMAO levels exhibited a nonlinear relationship, first decreasing and then increasing, and only at the highest quartile was it associated with the risk of T2DM. The OR for T2DM in the highest quartile of serum TMAO was 3.35 (95%CI: 1.55-7.26, p = 0.002), compared with the lowest quartile. As for its precursors, only choline level was associated with T2DM risk and the OR for T2DM in the Q3 and Q4 of serum choline was 3.37 (95%CI: 1.41-8.05, p = 0.006) and 4.72 (95%CI: 1.47-15.13, p = 0.009), respectively. When considering both baseline TMAO levels and ΔTMAO over time, participants with sustained high TMAO levels demonstrated a significantly increased risk of T2DM, with a multivariable-adjusted OR of 8.68 (95%CI: 1.97, 38.34).
    CONCLUSIONS: Both initial serum TMAO levels and long-term serum TMAO changes were collectively and significantly associated with the occurrence of subsequent T2DM events. Interventions aimed at normalizing TMAO levels, such as adopting a healthy dietary pattern, may be particularly beneficial in T2DM prevention.
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