Lyu Liwei, Fan Yong, Vogt Josef Korbinian, Clos-Garcia Marc, Bonnefond Amelie, Pedersen Helle Krogh, Dutta Avirup, Koivula Robert, Sharma Sapna, Allin Kristine Højgaard, Brorsson Caroline, Cederberg Henna, Chabanova Elizaveta, De Masi Federico, Dermitzakis Emmanouil, Elders Petra J, Blom Marieke T, Hollander Monika, Eriksen Rebeca, Forgie Ian, Frost Gary, Giordano Giuseppe N, Grallert Harald, Haid Mark, Hansen Tue Haldor, Jablonka Bernd, Kokkola Tarja, Mahajan Anubha, Mari Andrea, McDonald Timothy J, Musholt Petra B, Pavo Imre, Prehn Cornelia, Ridderstråle Martin, Ruetten Hartmut, Hart Leen M 't, Schwenk Jochen M, Stankevic Evelina, Thomsen Henrik S, Vangipurapu Jagadish, Vestergaard Henrik, Viñuela Ana, Walker Mark, Hansen Torben, Linneberg Allan, Nielsen Henrik Bjørn, Brunak Søren, McCarthy Mark I, Froguel Philippe, Adamski Jerzy, Franks Paul W, Laakso Marku, Beulens Joline W J, Pearson Ewan, Pedersen Oluf
Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Center for Clinical Metabolic Research, Herlev-Gentofte University Hospital, Hellerup, Denmark.
Genome Med. 2025 Jul 15;17(1):78. doi: 10.1186/s13073-025-01508-7.
Previous case-control studies have reported aberrations of the gut microbiota in individuals with prediabetes. The primary objective of the present study was to explore the dynamics of the gut microbiota of individuals with prediabetes over 4 years with a secondary aim of relating microbiota dynamics to temporal changes of metabolic phenotypes.
The study included 486 European patients with prediabetes. Gut microbiota profiling was conducted using shotgun metagenomic sequencing and the same bioinformatics pipelines at study baseline and after 4 years. The same phenotyping protocols and core laboratory analyses were applied at the two timepoints. Phenotyping included anthropometrics and measurement of fasting plasma glucose and insulin levels, mean plasma glucose and insulin under an oral glucose tolerance test (OGTT), 2-h plasma glucose after an OGTT, oral glucose insulin sensitivity index, Matsuda insulin sensitivity index, body mass index, waist circumference, and systolic and diastolic blood pressure. Measures of the dynamics of bacterial microbiota were related to concomitant changes in markers of host metabolism.
Over 4 years, significant declines in richness were observed in gut bacterial and viral species and microbial pathways accompanied by significant changes in the relative abundance and the genetic composition of multiple bacterial species. Additionally, bacterial-viral interactions diminished over time. Despite the overall reduction in bacterial richness and microbial pathway richness, 80 dominant core bacterial species and 78 core microbial pathways were identified at both timepoints in 99% of the individuals, representing a resilient component of the gut microbiota. Over the same period, individuals with prediabetes exhibited a significant increase in glycemia and insulinemia alongside a significant decline in insulin sensitivity. Estimates of the gut bacterial microbiota dynamics were significantly correlated with temporal impairments in host metabolic health.
In this 4-year prospective study of European patients with prediabetes, the gut microbiota exhibited major changes in taxonomic composition, bacterial species genetics, and microbial functional potentials, many of which paralleled an aggravation of host metabolism. Whether the temporal gut microbiota changes represent an adaptation to the progression of metabolic abnormalities or actively contribute to these in prediabetes cases remains unsettled.
The Diabetes Research on Patient Stratification (DIRECT) study, an exploratory observational study initiated on October 15, 2012, was registered on ClinicalTrials.gov under the number NCT03814915.
先前的病例对照研究报告称,糖尿病前期个体的肠道微生物群存在异常。本研究的主要目的是探讨糖尿病前期个体4年期间肠道微生物群的动态变化,次要目的是将微生物群动态变化与代谢表型的时间变化相关联。
该研究纳入了486名欧洲糖尿病前期患者。在研究基线和4年后,使用鸟枪法宏基因组测序和相同的生物信息学流程对肠道微生物群进行分析。在两个时间点采用相同的表型分析方案和核心实验室分析。表型分析包括人体测量学以及空腹血糖和胰岛素水平、口服葡萄糖耐量试验(OGTT)期间的平均血糖和胰岛素、OGTT后2小时血糖、口服葡萄糖胰岛素敏感性指数、松田胰岛素敏感性指数、体重指数、腰围以及收缩压和舒张压测量。细菌微生物群动态变化的指标与宿主代谢标志物的伴随变化相关。
在4年期间内,肠道细菌和病毒种类以及微生物途径的丰富度显著下降,同时多种细菌种类的相对丰度和基因组成发生显著变化。此外,细菌与病毒的相互作用随时间减少。尽管细菌丰富度和微生物途径丰富度总体下降,但在99%的个体中,两个时间点均鉴定出80种优势核心细菌种类和78条核心微生物途径,这代表了肠道微生物群的一个弹性组成部分。在同一时期,糖尿病前期个体的血糖和胰岛素血症显著增加,同时胰岛素敏感性显著下降。肠道细菌微生物群动态变化的估计值与宿主代谢健康的时间性损害显著相关。
在这项针对欧洲糖尿病前期患者的4年前瞻性研究中,肠道微生物群在分类组成、细菌种类遗传学和微生物功能潜力方面表现出重大变化,其中许多变化与宿主代谢的恶化平行。在糖尿病前期病例中,肠道微生物群的时间变化是代表对代谢异常进展的一种适应,还是积极促成这些变化,仍未确定。
糖尿病患者分层研究(DIRECT)是一项于2012年10月15日启动的探索性观察性研究,在ClinicalTrials.gov上注册(注册号:NCT03814915)。