Ana Nogal, Francesca Tettamanzi, Qiuling Dong, Panayiotis Louca, Alessia Visconti, Colette Christiansen, Taylor Breuninger, Jakob Linseisen, Harald Grallert, Nina Wawro, Francesco Asnicar, Kari Wong, Andrei-Florin Baleanu, Gregory A Michelotti, Nicola Segata, Mario Falchi, Annette Peters, Paul W Franks, Vincenzo Bagnardi, Tim D Spector, Jordana T Bell, Christian Gieger, Ana M Valdes, Cristina Menni
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We used the Cooperative Health Research in the Region of Augsburg (KORA) cohort (318 IFG individuals, 689 healthy individuals) to replicate our findings. We linearly combined eight IFG-positively associated metabolites (1-methylxantine, nicotinate, glucuronate, uridine, cholesterol, serine, caffeine, and protoporphyrin IX) into an IFG-metabolite score, which was significantly associated with higher odds ratios (ORs) for IFG (TwinsUK: OR 3.9 [95% CI 3.02-5.02], P < 0.0001, KORA: OR 1.3 [95% CI 1.16-1.52], P < 0.0001) and incident type 2 diabetes (T2D; TwinsUK: hazard ratio 4 [95% CI 1.97-8], P = 0.0002). Although these are host-produced metabolites, we found that the gut microbiome is strongly associated with their fecal levels (area under the curve >70%). Abundances of Faecalibacillus intestinalis, Dorea formicigenerans, Ruminococcus torques, and Dorea sp. AF24-7LB were positively associated with IFG, and such associations were partially mediated by 1-methylxanthine and nicotinate (variance accounted for mean 14.4% [SD 5.1], P < 0.05). Our results suggest that the gut microbiome is linked to prediabetes not only via the production of microbial metabolites but also by affecting intestinal absorption/excretion of host-produced metabolites and xenobiotics, which are correlated with the risk of IFG. Fecal metabolites enable modeling of another mechanism of gut microbiome effect on prediabetes and T2D onset.</p><p><strong>Article highlights: </strong>Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We investigated whether there is a fecal metabolite signature of impaired fasting glucose (IFG) and the possible underlying mechanisms of action. 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引用次数: 0
摘要
前驱糖尿病是一种与肠道微生物组成相关的代谢状况,尽管机制尚不明确。我们在英国成人双胞胎登记处(TwinsUK)的142名空腹血糖(IFG)患者和1105名健康个体中寻找与空腹血糖(IFG)受损相关的粪便代谢物,这是肠道微生物组功能的读数。我们使用奥格斯堡地区合作健康研究(KORA)队列(318名IFG个体,689名健康个体)来重复我们的发现。我们将8种与IFG呈正相关的代谢物(1-甲基xantine,烟酸盐,葡萄糖酸盐,尿苷,胆固醇,丝氨酸,咖啡因和原卟啉IX)线性合并到IFG代谢物评分中,该评分与IFG较高的比值比(OR)显著相关(TwinsUK: OR 3.9 [95% CI 3.02-5.02], P < 0.0001, KORA: OR 1.3 [95% CI 1.16-1.52], P < 0.0001)和2型糖尿病(T2D;TwinsUK:风险比为4 [95% CI 1.97-8], P = 0.0002)。虽然这些是宿主产生的代谢物,但我们发现肠道微生物组与其粪便水平密切相关(曲线下面积bbb70 %)。肠道Faecalibacillus un肠芽孢杆菌、Dorea formicgenans、Ruminococcus torques和Dorea sp. AF24-7LB的丰度与IFG呈正相关,这种相关性部分由1-甲基黄嘌呤和烟酸盐介导(方差平均为14.4% [SD 5.1], P < 0.05)。我们的研究结果表明,肠道微生物组不仅通过微生物代谢物的产生与前驱糖尿病相关,而且通过影响肠道吸收/排泄宿主产生的代谢物和外源物,这与IFG的风险相关。粪便代谢物能够模拟肠道微生物组对糖尿病前期和T2D发病的另一机制。文章重点:前驱糖尿病是一种与肠道微生物组成相关的代谢状况,尽管机制尚不明确。我们研究了是否存在空腹血糖受损(IFG)的粪便代谢物特征以及可能的潜在作用机制。我们在两个独立的队列中发现了IFG的粪便代谢物特征与IFG的流行相关,并在亚分析中发现了2型糖尿病的发生率。尽管该特征由非微生物来源的代谢物组成,但它与肠道微生物组组成密切相关。粪便代谢物可以通过影响肠道吸收或排泄宿主化合物和外源药物来模拟肠道微生物组对前驱糖尿病的另一种作用机制。
A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts.
Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We searched for fecal metabolites, a readout of gut microbiome function, associated with impaired fasting glucose (IFG) in 142 individuals with IFG and 1,105 healthy individuals from the UK Adult Twin Registry (TwinsUK). We used the Cooperative Health Research in the Region of Augsburg (KORA) cohort (318 IFG individuals, 689 healthy individuals) to replicate our findings. We linearly combined eight IFG-positively associated metabolites (1-methylxantine, nicotinate, glucuronate, uridine, cholesterol, serine, caffeine, and protoporphyrin IX) into an IFG-metabolite score, which was significantly associated with higher odds ratios (ORs) for IFG (TwinsUK: OR 3.9 [95% CI 3.02-5.02], P < 0.0001, KORA: OR 1.3 [95% CI 1.16-1.52], P < 0.0001) and incident type 2 diabetes (T2D; TwinsUK: hazard ratio 4 [95% CI 1.97-8], P = 0.0002). Although these are host-produced metabolites, we found that the gut microbiome is strongly associated with their fecal levels (area under the curve >70%). Abundances of Faecalibacillus intestinalis, Dorea formicigenerans, Ruminococcus torques, and Dorea sp. AF24-7LB were positively associated with IFG, and such associations were partially mediated by 1-methylxanthine and nicotinate (variance accounted for mean 14.4% [SD 5.1], P < 0.05). Our results suggest that the gut microbiome is linked to prediabetes not only via the production of microbial metabolites but also by affecting intestinal absorption/excretion of host-produced metabolites and xenobiotics, which are correlated with the risk of IFG. Fecal metabolites enable modeling of another mechanism of gut microbiome effect on prediabetes and T2D onset.
Article highlights: Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We investigated whether there is a fecal metabolite signature of impaired fasting glucose (IFG) and the possible underlying mechanisms of action. We identified a fecal metabolite signature of IFG associated with prevalent IFG in two independent cohorts and incident type 2 diabetes in a subanalysis. Although the signature consists of metabolites of nonmicrobial origin, it is strongly correlated with gut microbiome composition. Fecal metabolites enable modeling of another mechanism of gut microbiome effect on prediabetes by affecting intestinal absorption or excretion of host compounds and xenobiotics.
期刊介绍:
Diabetes is a scientific journal that publishes original research exploring the physiological and pathophysiological aspects of diabetes mellitus. We encourage submissions of manuscripts pertaining to laboratory, animal, or human research, covering a wide range of topics. Our primary focus is on investigative reports investigating various aspects such as the development and progression of diabetes, along with its associated complications. We also welcome studies delving into normal and pathological pancreatic islet function and intermediary metabolism, as well as exploring the mechanisms of drug and hormone action from a pharmacological perspective. Additionally, we encourage submissions that delve into the biochemical and molecular aspects of both normal and abnormal biological processes.
However, it is important to note that we do not publish studies relating to diabetes education or the application of accepted therapeutic and diagnostic approaches to patients with diabetes mellitus. Our aim is to provide a platform for research that contributes to advancing our understanding of the underlying mechanisms and processes of diabetes.