insulin secretion

胰岛素分泌
  • 文章类型: Journal Article
    胰高血糖素样肽1(GLP-1)刺激胰岛素分泌并具有显著的药理学潜力。然而,中枢产生的GLP-1对能量稳态的调节仍有部分了解.前胰高血糖素细胞,已知释放GLP-1,在嗅球(OB)中发现。我们表明,在瘦肉和饮食诱导的肥胖雄性小鼠中,激活OB中的GLP-1受体(GLP-1R)刺激胰岛素分泌,以响应口服葡萄糖。这与胰腺中去甲肾上腺素含量降低有关,并被α2-肾上腺素能受体激动剂阻断,涉及交感神经系统(SNS)的功能参与。抑制下丘脑室旁核(PVN)中的GABAA受体,SNS的控制中心,消除了OBGLP-1R对胰岛素分泌的增强作用。因此,OBGLP-1依赖性的胰岛素分泌调节依赖于PVN内的中继。这项研究提供了证据,表明OBGLP-1信号通过SNS参与自上而下的神经机制来控制胰岛素分泌。
    Glucagon-like peptide 1 (GLP-1) stimulates insulin secretion and holds significant pharmacological potential. Nevertheless, the regulation of energy homeostasis by centrally-produced GLP-1 remains partially understood. Preproglucagon cells, known to release GLP-1, are found in the olfactory bulb (OB). We show that activating GLP-1 receptors (GLP-1R) in the OB stimulates insulin secretion in response to oral glucose in lean and diet-induced obese male mice. This is associated with reduced noradrenaline content in the pancreas and blocked by an α2-adrenergic receptor agonist, implicating functional involvement of the sympathetic nervous system (SNS). Inhibiting GABAA receptors in the paraventricular nucleus of the hypothalamus (PVN), the control centre of the SNS, abolishes the enhancing effect on insulin secretion induced by OB GLP-1R. Therefore, OB GLP-1-dependent regulation of insulin secretion relies on a relay within the PVN. This study provides evidence that OB GLP-1 signalling engages a top-down neural mechanism to control insulin secretion via the SNS.
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  • 文章类型: Journal Article
    与Ras相关的Rap1AGTP酶与胰腺β细胞胰岛素分泌有关,并受到cAMP传感器Epac2的刺激,后者是鸟嘌呤交换因子和Rap1GTP酶的激活剂。在这项研究中,我们使用nanoLC-ESI-MS/MS检查了C57BL/6Rap1A缺陷型(Null)和对照野生型(WT)小鼠胰腺的差异蛋白质组学谱,以评估可能参与胰岛素调节的Rap1A靶标.我们在两组中鉴定了77个重叠的标识符蛋白,在Null中具有8种不同的标识符蛋白,而在WT小鼠胰腺中具有56种不同的标识符蛋白。功能富集分析显示8种空独特蛋白中的4种,ERO1样蛋白β(Ero1β),磷酸三糖异构酶(TP1),14-3-3蛋白γ,和激肽释放酶-1,完全参与胰岛素的生物合成,在胰岛素代谢中起作用。具体来说,Null和WT胰腺中Ero1lβ和TP1的mRNA表达显着增加(p<0.05)。Rap1A缺乏在葡萄糖攻击的前15-30分钟内显着影响葡萄糖耐量,但对胰岛素敏感性没有影响。对分离的空胰岛的离体葡萄糖刺激的胰岛素分泌(GSIS)研究显示GSIS明显受损。此外,在GSIS受损的胰岛中,与WT相比,cAMP-Epac2-Rap1A途径显著受损。总之,这些研究强调了Rap1AGTP酶在胰腺生理功能中的重要作用。
    Ras-related Rap1A GTPase is implicated in pancreas β-cell insulin secretion and is stimulated by the cAMP sensor Epac2, a guanine exchange factor and activator of Rap1 GTPase. In this study, we examined the differential proteomic profiles of pancreata from C57BL/6 Rap1A-deficient (Null) and control wild-type (WT) mice with nanoLC-ESI-MS/MS to assess targets of Rap1A potentially involved in insulin regulation. We identified 77 overlapping identifier proteins in both groups, with 8 distinct identifier proteins in Null versus 56 distinct identifier proteins in WT mice pancreata. Functional enrichment analysis showed four of the eight Null unique proteins, ERO1-like protein β (Ero1lβ), triosephosphate isomerase (TP1), 14-3-3 protein γ, and kallikrein-1, were exclusively involved in insulin biogenesis, with roles in insulin metabolism. Specifically, the mRNA expression of Ero1lβ and TP1 was significantly (p < 0.05) increased in Null versus WT pancreata. Rap1A deficiency significantly affected glucose tolerance during the first 15-30 min of glucose challenge but showed no impact on insulin sensitivity. Ex vivo glucose-stimulated insulin secretion (GSIS) studies on isolated Null islets showed significantly impaired GSIS. Furthermore, in GSIS-impaired islets, the cAMP-Epac2-Rap1A pathway was significantly compromised compared to the WT. Altogether, these studies underscore an essential role of Rap1A GTPase in pancreas physiological function.
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  • 文章类型: Journal Article
    非羧化骨钙蛋白(ucOC)是成骨细胞分泌的激素,在矿化过程中增强骨骼,并且是正在进行的骨骼形成的生物标志物。它还通过刺激胰腺β细胞分泌胰岛素来调节葡萄糖稳态。然而,其对高血糖糖尿病患者β细胞的影响尚不清楚.本研究的目的是研究高糖条件下ucOC对维持β细胞胰岛素分泌的影响。我们假设高血糖会增强对ucOC刺激的胰岛素分泌。使用INS-1细胞,我们做了胰岛素分泌实验,细胞内钙记录,和RT-qPCR来确定ucOC对葡萄糖刺激的胰岛素分泌(GSIS)相关基因的影响。结果表明,与较低的葡萄糖水平相比,在高血糖条件下,ucOC显着增加了胰岛素分泌。高葡萄糖条件也增强了ucOC对钙信号的影响,增强胰岛素分泌。细胞内钙的增加是由于通过电压依赖性钙通道(VDCC)从细胞外空间流入。有趣的是,用GPRC6A阻断剂NPS-2143处理细胞,未能消除钙信号。与在标准培养条件(200mg/dL)下的细胞相比,在高葡萄糖条件(450mg/dL)下未羧化骨钙蛋白上调GSIS相关基因的表达。总之,高血糖通过打开VDCCs和上调GSIS基因增强ucOC诱导的β细胞胰岛素分泌.这些发现提供了一个更好的理解ucOC的机制在糖尿病状态,并可能导致替代治疗刺激胰岛素分泌。
    Uncarboxylated osteocalcin (ucOC) is a hormone secreted by osteoblasts that strengthens bone during mineralization and is a biomarker for ongoing bone formation. It also regulates glucose homeostasis by stimulating insulin secretion from pancreatic β-cells. However, its effect on β-cells under hyperglycemic diabetic conditions is unclear. The objective of this study was to investigate ucOC\'s effect on insulin secretion in β-cells maintained under high glucose conditions. We hypothesized that hyperglycemia potentiates insulin secretion in response to ucOC stimulation. Using INS-1 cells, we performed insulin secretion experiments, intracellular calcium recordings, and RT-qPCR to determine ucOC\'s effect on glucose-stimulated insulin secretion (GSIS)-related genes. The results reveal that ucOC significantly increased insulin secretion under hyperglycemic conditions compared to lower glucose levels. High glucose conditions also potentiated the effect of ucOC on calcium signals, which enhanced insulin secretion. The increase in intracellular calcium was due to an influx from the extracellular space via voltage-dependent calcium channels (VDCCs). Interestingly, the treatment of cells with NPS-2143, a GPRC6A blocker, failed to abolish the calcium signals. Uncarboxylated osteocalcin upregulated the expression of GSIS-related genes under high glucose conditions (450 mg/dL) compared to cells under standard culture conditions (200 mg/dL). In conclusion, hyperglycemia potentiates ucOC-induced insulin secretion in β-cells by opening VDCCs and upregulating GSIS genes. These findings provide a better understanding of ucOC\'s mechanism in the diabetic state and could lead to alternative treatments to stimulate insulin secretion.
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  • 文章类型: Journal Article
    保留胰腺β细胞的功能和存活,为了实现长期血糖控制和预防并发症,是一种创新药物在糖尿病治疗中具有临床价值的基本特征。创新研究正在开发治疗策略,以防止致病机制并保护β细胞免受炎症和/或慢性高血糖的有害影响。更好地理解受体和信号通路,以及它们在β细胞中如何相互作用,仍然至关重要,并且是开发旨在调节β细胞功能和/或质量的治疗工具的任何策略的先决条件。这里,我们对我们关于膜和细胞内受体和信号通路作为保护β细胞免受功能障碍和凋亡死亡的目标的知识进行了全面的回顾。这为糖尿病创新疗法的发展开辟了道路。
    Preserving the function and survival of pancreatic beta-cells, in order to achieve long-term glycemic control and prevent complications, is an essential feature for an innovative drug to have clinical value in the treatment of diabetes. Innovative research is developing therapeutic strategies to prevent pathogenic mechanisms and protect beta-cells from the deleterious effects of inflammation and/or chronic hyperglycemia over time. A better understanding of receptors and signaling pathways, and of how they interact with each other in beta-cells, remains crucial and is a prerequisite for any strategy to develop therapeutic tools aimed at modulating beta-cell function and/or mass. Here, we present a comprehensive review of our knowledge on membrane and intracellular receptors and signaling pathways as targets of interest to protect beta-cells from dysfunction and apoptotic death, which opens or could open the way to the development of innovative therapies for diabetes.
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  • 文章类型: Journal Article
    目的:II型糖尿病(T2D)源于胰岛素抵抗,β细胞功能障碍是其进展的标志。研究表明,β细胞在T2D发育过程中发生凋亡或去分化。转录因子PAX4对β分化和存活至关重要,因此可能是T2D胰岛β细胞功能的潜在增强剂。材料和方法:将人PAX4cDNA与腺病毒载体一起递送到T2D人胰岛中,并检查了其对β细胞的影响。结果:PAX4基因递送显著提高β细胞存活率,T2D人胰岛中的β细胞组成增加。表达PAX4的胰岛中的基础胰岛素和葡萄糖刺激的胰岛素分泌明显高于未处理或对照处理的T2D人胰岛。结论:在T2D人胰岛中引入PAX4表达可改善β细胞功能,因此可以为T2D治疗提供治疗益处。
    II型糖尿病(T2D)由胰岛素抵抗引起,β细胞功能障碍在其进展中起关键作用。β细胞质量和功能的缺陷主要归因于通过凋亡导致的β细胞死亡;然而,最近的研究表明,β细胞衰竭也可能是由β细胞去分化引起的-也就是说,β细胞经历成熟身份的丧失,在T2D发育过程中采用祖细胞样或产生胰高血糖素的α细胞状态。因此,防止β细胞去分化同时促进其存活的策略对于T2D治疗是有益的。在这项研究中,我们探索了PAX4,β分化和存活的关键转录因子,可以减轻T2D患者胰岛β细胞功能障碍。要做到这一点,通过基于腺病毒载体的载体将人PAX4cDNA递送到从T2D供体分离的人胰岛中,Ad5.评价Pax4及其对β细胞功能的影响。结果表明,PAX4的表达显着提高了T2D胰岛中的β细胞存活并增加了β细胞组成。值得注意的是,PAX4处理的T2D胰岛的基础胰岛素分泌和葡萄糖刺激的胰岛素分泌明显高于对照处理的胰岛。数据表明,将PAX4基因递送到T2D人胰岛中可增强β细胞质量和功能,因此可以在T2D的治疗中提供治疗益处。
    Aim: Type II diabetes (T2D) stems from insulin resistance, with β-cell dysfunction as a hallmark in its progression. Studies reveal that β cells undergo apoptosis or dedifferentiation during T2D development. The transcription factor PAX4 is vital for β differentiation and survival, thus may be a potential enhancer of β-cell function in T2D islets. Materials & methods: Human PAX4 cDNA was delivered into T2D human islets with an adenoviral vector, and its effects on β cells were examined. Results: PAX4 gene delivery significantly improved β-cell survival, and increased β-cell composition in the T2D human islets. Basal insulin and glucose-stimulated insulin secretion in PAX4-expressing islets were substantially higher than untreated or control-treated T2D human islets. Conclusion: Introduced PAX4 expression in T2D human islets improves β-cell function, thus could provide therapeutic benefits for T2D treatment.
    Type II diabetes (T2D) results from insulin resistance, with β-cell dysfunction playing a pivotal role in its progression. Deficits in β-cell mass and function have been attributed primarily to β-cell death through apoptosis; however, recent studies suggest β-cell failure can also arise from β-cell dedifferentiation – that is, β cells undergo a loss of mature identity, adopting either progenitor-like or glucagon-producing α cell states during T2D development. Therefore, a strategy preventing β-cell dedifferentiation while promoting its survival is beneficial for T2D treatment. In this study, we explored whether PAX4, a critical transcription factor for β differentiation and survival, could alleviate β-cell dysfunction in human islets derived from T2D patients. To accomplish that, human PAX4 cDNA was delivered into human islets isolated from T2D donors by an adenoviral vector-based vector, Ad5.Pax4 and its effects on β-cell function were evaluated. The results showed PAX4 expression significantly improved β-cell survival and increased β-cell composition in the T2D islets. Notably, PAX4-treated T2D islets exhibited significantly higher basal insulin secretion and glucose-stimulated insulin secretion than control-treated islets. The data demonstrate that PAX4 gene delivery into T2D human islets enhances β-cell mass and function, and thus may offer therapeutic benefits in the treatment of T2D.
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  • 文章类型: Journal Article
    功能遗传学已经确定了代谢紊乱的药物靶标。阿片类药物的使用会影响代谢稳态,尽管机制仍然难以捉摸。这里,我们探索OPRD1基因(编码δ阿片受体,DOP)了解其对2型糖尿病的影响。OPRD1的大规模测序和体外分析显示,功能丧失变异与更高的肥胖和更低的高血糖风险相关。而功能获得变异与较低的肥胖和较高的2型糖尿病风险相关.这些发现与鸦片成瘾者的研究一致。OPRD1在人胰岛和β细胞中表达,在2型糖尿病条件下表达降低。拮抗剂对DOP的抑制作用增强了人β细胞和胰岛的胰岛素分泌。RNA测序鉴定了由DOP拮抗作用调节的途径,包括神经生长因子,生物钟,和核受体途径。我们的研究强调DOP是阿片类药物和代谢稳态之间的关键角色,提示其作为2型糖尿病治疗靶点的潜力。
    Functional genetics has identified drug targets for metabolic disorders. Opioid use impacts metabolic homeostasis, although mechanisms remain elusive. Here, we explore the OPRD1 gene (encoding delta opioid receptor, DOP) to understand its impact on type 2 diabetes. Large-scale sequencing of OPRD1 and in vitro analysis reveal that loss-of-function variants are associated with higher adiposity and lower hyperglycemia risk, whereas gain-of-function variants are associated with lower adiposity and higher type 2 diabetes risk. These findings align with studies of opium addicts. OPRD1 is expressed in human islets and beta cells, with decreased expression under type 2 diabetes conditions. DOP inhibition by an antagonist enhances insulin secretion from human beta cells and islets. RNA-sequencing identifies pathways regulated by DOP antagonism, including nerve growth factor, circadian clock, and nuclear receptor pathways. Our study highlights DOP as a key player between opioids and metabolic homeostasis, suggesting its potential as a therapeutic target for type 2 diabetes.
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  • 文章类型: Journal Article
    胰腺δ细胞的功能障碍是糖尿病的病因。尽管发挥了重要作用,人类δ细胞很少,限制了针对δ细胞的生理学研究和药物发现。迄今为止,没有建立直接的δ细胞分化方法。这里,我们证明成纤维细胞生长因子(FGF)7促进胰腺内胚层/祖细胞分化,而FGF2通过FGF受体1将细胞偏向胰腺δ细胞谱系。我们开发了一种分化方法,通过将FGF2与FGF7组合来从人干细胞中产生δ细胞,该方法在内胚层/内分泌前体诱导过程中协同指导胰腺谱系分化并调节转录因子和SST激活剂的表达。这些δ细胞表现出成熟的RNA谱和细小的分泌颗粒,分泌生长抑素以响应各种刺激,并抑制移植后体外共培养的β细胞和小鼠β细胞的胰岛素分泌。体外从干细胞产生人δ胰腺细胞将为糖尿病中的药物发现和细胞移植研究提供前所未有的细胞来源。
    Dysfunction of pancreatic δ cells contributes to the etiology of diabetes. Despite their important role, human δ cells are scarce, limiting physiological studies and drug discovery targeting δ cells. To date, no directed δ-cell differentiation method has been established. Here, we demonstrate that fibroblast growth factor (FGF) 7 promotes pancreatic endoderm/progenitor differentiation, whereas FGF2 biases cells towards the pancreatic δ-cell lineage via FGF receptor 1. We develop a differentiation method to generate δ cells from human stem cells by combining FGF2 with FGF7, which synergistically directs pancreatic lineage differentiation and modulates the expression of transcription factors and SST activators during endoderm/endocrine precursor induction. These δ cells display mature RNA profiles and fine secretory granules, secrete somatostatin in response to various stimuli, and suppress insulin secretion from in vitro co-cultured β cells and mouse β cells upon transplantation. The generation of human pancreatic δ cells from stem cells in vitro would provide an unprecedented cell source for drug discovery and cell transplantation studies in diabetes.
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  • 文章类型: Journal Article
    大鼠可以调节头相胰岛素反应(CPIR)以预测食物供应的特定声音或一天中的时间。本研究询问小鼠是否可以将CPIR调节为产生后葡萄糖刺激的皂类溶液的风味。为此,我们对C57BL/6小鼠进行了六种实验方案之一。我们改变了五次培训课程的持续时间(即,23小时或1小时)和训练解决方案的性质。在实验1中,0.61%糖精溶液的消耗与16%葡萄糖溶液的IG共输注配对。在实验2-6中,小鼠消耗了含有0.61%糖精+16%葡萄糖混合物的训练溶液,32%蔗糖,32%麦芽糊精,调味的32%麦芽糊精,或16%麦芽糊精.我们随后询问这些液体的消耗是否将CPIR调节为产生类似风味的测试溶液,但在幼稚小鼠中没有引发CPIR。小鼠确实接受了CPIR,但仅限于含有32%麦芽糊精的溶液。我们将这种调节归因于浓缩麦芽糊精溶液的后作用。
    Rats can condition cephalic-phase insulin responses (CPIRs) to specific sounds or times of the day that predict food availability. The present study asked whether mice can condition a CPIR to the flavor of sapid solutions that produce postoral glucose stimulation. To this end, we subjected C57BL/6 mice to one of six experimental protocols. We varied both the duration of the five training sessions (i.e., 23 h or 1 h) and the nature of the training solution. In Experiment 1, consumption of a 0.61% saccharin solution was paired with IG co-infusion of a 16% glucose solution. In Experiments 2-6, the mice consumed a training solution containing a mixture of 0.61% saccharin + 16% glucose, 32% sucrose, 32% maltodextrin, flavored 32% maltodextrin, or 16% maltodextrin. We subsequently asked whether consumption of any of these fluids conditioned a CPIR to a test solution that produced a similar flavor, but which did not elicit a CPIR in naïve mice. The mice did condition a CPIR, but only to the solutions containing 32% maltodextrin. We attribute this conditioning to postoral actions of the concentrated maltodextrin solutions.
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  • 文章类型: Journal Article
    以前的研究表明骨形态发生蛋白6(BMP6)在葡萄糖代谢中的潜在作用,似乎也受5-羟色胺(5-羟色胺,5HT),在生物体中具有多种作用的生物胺。在这项研究中,我们探索了BMP6,血清素,和葡萄糖代谢调节。已使用INS-1832/13大鼠胰岛素瘤细胞系在体外研究了BMP6或5HT对胰腺β细胞的影响。已经对Bmp6基因(BMP6-/-)整体缺失的小鼠进行了体内研究,包括葡萄糖和胰岛素耐量试验,使用RT-PCR进行基因表达研究,免疫组织化学,和ELISA分析。我们已经证明BMP6和5HT处理对INS-1细胞的胰岛素分泌具有相反的作用。BMP6对体内5HT系统的影响取决于所研究的组织,对外周5HT代谢没有可观察到的全身作用。BMP6缺乏不会引起糖尿病改变,尽管在BMP6-/-和WT小鼠之间观察到胰岛素耐受试验的轻度差异。总之,BMP6不直接影响糖代谢,但是它的缺失有可能导致葡萄糖和5-羟色胺代谢的缓慢变化,随着年龄的增长,这将变得更加明显。
    Previous studies have suggested a potential role of bone morphogenetic protein 6 (BMP6) in glucose metabolism, which also seems to be regulated by serotonin (5-hydroxytryptamine, 5HT), a biogenic amine with multiple roles in the organism. In this study, we explored possible interactions between BMP6, serotonin, and glucose metabolism regulation. The effect of BMP6 or 5HT on pancreatic β-cells has been studied in vitro using the INS-1 832/13 rat insulinoma cell line. Studies in vivo have been performed on mice with the global deletion of the Bmp6 gene (BMP6-/-) and included glucose and insulin tolerance tests, gene expression studies using RT-PCR, immunohistochemistry, and ELISA analyses. We have shown that BMP6 and 5HT treatments have the opposite effect on insulin secretion from INS-1 cells. The effect of BMP6 on the 5HT system in vivo depends on the tissue studied, with no observable systemic effect on peripheral 5HT metabolism. BMP6 deficiency does not cause diabetic changes, although a mild difference in insulin tolerance test between BMP6-/- and WT mice was observed. In conclusion, BMP6 does not directly influence glucose metabolism, but there is a possibility that its deletion causes slowly developing changes in glucose and serotonin metabolism, which would become more expressed with ageing.
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  • 文章类型: Journal Article
    背景:在这篇系统综述中,我们调查了基于空腹样本和口服葡萄糖耐量试验(OGTT)的胰岛素分泌替代措施的诊断准确性.使用两种金标准方法计算胰岛素分泌的第一阶段;高血糖钳夹(HGC)测试和静脉葡萄糖耐量测试(IVGTT)。
    方法:我们在PubMed中进行了搜索,CochraneCentral,和WebofScience数据库,最后一次是在2021年6月底进行的。研究包括使用金标准参考方法(HGC或IVGTT)和一个或多个空腹样本的替代措施来测量成人的第一阶段胰岛素分泌。OGTT或膳食耐受性测试。QUADAS-2,用于诊断准确性研究质量评估的修订工具,用于质量评估。进行了随机效应荟萃分析,以检查用金标准和替代方法测量的第一阶段之间的相关性。
    结果:共33篇,包括5362名糖耐量正常的个体,糖尿病前期或2型糖尿病,包括在我们的系统审查中。稳态模型评估(HOMA)-β和胰岛素发生指数30(IGI(30))是在最多数量的研究中验证的替代措施(分别为17和13)。HOMA-β与参考方法的合并相关性为0.48(95%CI0.40至0.56),IGI与参考方法的合并相关性为0.61(95%CI0.54至0.68)。与参考方法相关性最高的替代指标是Kadowaki(0.67(95%CI0.61至0.73))和Stumvoll的第一阶段分泌(0.65(95%CI0.58至0.71)),两者都是从OGTT计算的。
    结论:从OGTT捕获胰岛素分泌的第一阶段开始的前30分钟的替代措施是流行病学研究的好选择。HOMA-β与参考方法具有中等相关性,但不是第一阶段的特异性量度。
    在开始纳入之前,荟萃分析在PROSPERO(ID:CRD42020169064)注册。
    BACKGROUND: In this systematic review, we investigated the diagnostic accuracy of surrogate measures of insulin secretion based on fasting samples and the oral glucose tolerance test (OGTT). The first phase of insulin secretion was calculated using two gold standard methods; the hyperglycemic clamp (HGC) test and intravenous glucose tolerance test (IVGTT).
    METHODS: We conducted searches in the PubMed, Cochrane Central, and Web of Science databases, the last of which was conducted at the end of June 2021. Studies were included that measured first-phase insulin secretion in adults using both a gold-standard reference method (either HGC or IVGTT) and one or more surrogate measures from either fasting samples, OGTT or a meal-tolerance test. QUADAS-2, a revised tool for the quality assessment of diagnostic accuracy studies, was used for quality assessment. Random-effects meta-analyses were performed to examine the correlation between first-phase measured with gold standard and surrogate methods.
    RESULTS: A total of 33 articles, encompassing 5362 individuals with normal glucose tolerance, pre-diabetes or type 2 diabetes, were included in our systematic review. Homeostatic model assessment (HOMA)-beta and Insulinogenic Index 30 (IGI(30)) were the surrogate measures validated in the largest number of studies (17 and 13, respectively). HOMA-beta\'s pooled correlation to the reference methods was 0.48 (95% CI 0.40 to 0.56) The pooled correlation of IGI to the reference methods was 0.61 (95% CI 0.54 to 0.68). The surrogate measures with the highest correlation to the reference methods were Kadowaki (0.67 (95% CI 0.61 to 0.73)) and Stumvoll\'s first-phase secretion (0.65 (95% CI 0.58 to 0.71)), both calculated from an OGTT.
    CONCLUSIONS: Surrogate measures from the first 30 min of an OGTT capture the first phase of insulin secretion and are a good choice for epidemiological studies. HOMA-beta has a moderate correlation to the reference methods but is not a measure of the first phase specifically.
    UNASSIGNED: The meta-analysis was registered at PROSPERO (Id: CRD42020169064) before inclusion started.
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