Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis

妊娠期糖尿病 怀孕 微生物群 医学 胰岛素抵抗 糖尿病 代谢组 产科 2型糖尿病 发病机制 生物信息学 生理学 免疫学 内科学 妊娠期 内分泌学 生物 代谢物 遗传学
作者
Yishay Pinto,S. Frishman,Sondra Turjeman,Adi Eshel,Meital Nuriel‐Ohayon,Oshrit Shtossel,Oren Ziv,William A. Walters,Julie Parsonnet,Catherine Ley,Elizabeth L. Johnson,Krithika Kumar,Ron Schweitzer,Soliman Khatib,Faiga Magzal,Efrat Muller,Snait Tamir,Kinneret Tenenbaum-Gavish,Samuli Rautava,Seppo Salminen,Erika Isolauri,Or Yariv,Yoav Peled,Eran Poran,Joseph Pardo,Rony Chen,Moshe Hod,Elhanan Borenstein,Ruth E. Ley,Betty Schwartz,Yoram Louzoun,Eran Hadar,Omry Koren
出处
期刊:Gut [BMJ]
卷期号:72 (5): 918-928 被引量:67
标识
DOI:10.1136/gutjnl-2022-328406
摘要

Objective Gestational diabetes mellitus (GDM) is a condition in which women without diabetes are diagnosed with glucose intolerance during pregnancy, typically in the second or third trimester. Early diagnosis, along with a better understanding of its pathophysiology during the first trimester of pregnancy, may be effective in reducing incidence and associated short-term and long-term morbidities. Design We comprehensively profiled the gut microbiome, metabolome, inflammatory cytokines, nutrition and clinical records of 394 women during the first trimester of pregnancy, before GDM diagnosis. We then built a model that can predict GDM onset weeks before it is typically diagnosed. Further, we demonstrated the role of the microbiome in disease using faecal microbiota transplant (FMT) of first trimester samples from pregnant women across three unique cohorts. Results We found elevated levels of proinflammatory cytokines in women who later developed GDM, decreased faecal short-chain fatty acids and altered microbiome. We next confirmed that differences in GDM-associated microbial composition during the first trimester drove inflammation and insulin resistance more than 10 weeks prior to GDM diagnosis using FMT experiments. Following these observations, we used a machine learning approach to predict GDM based on first trimester clinical, microbial and inflammatory markers with high accuracy. Conclusion GDM onset can be identified in the first trimester of pregnancy, earlier than currently accepted. Furthermore, the gut microbiome appears to play a role in inflammation-induced GDM pathogenesis, with interleukin-6 as a potential contributor to pathogenesis. Potential GDM markers, including microbiota, can serve as targets for early diagnostics and therapeutic intervention leading to prevention.
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