TY - JOUR
T1 - Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis
AU - Pinto, Yishay
AU - Frishman, Sigal
AU - Turjeman, Sondra
AU - Eshel, Adi
AU - Nuriel-Ohayon, Meital
AU - Shrossel, Oshrit
AU - Ziv, Oren
AU - Walters, William
AU - Parsonnet, Julie
AU - Ley, Catherine
AU - Johnson, Elizabeth L.
AU - Kumar, Krithika
AU - Schweitzer, Ron
AU - Khatib, Soliman
AU - Magzal, Faiga
AU - Muller, Efrat
AU - Tamir, Snait
AU - Tenenbaum-Gavish, Kinneret
AU - Rautava, Samuli
AU - Salminen, Seppo
AU - Isolauri, Erika
AU - Yariv, Or
AU - Peled, Yoav
AU - Poran, Eran
AU - Pardo, Joseph
AU - Chen, Rony
AU - Hod, Moshe
AU - Borenstein, Elhanan
AU - Ley, Ruth E.
AU - Schwartz, Betty
AU - Louzoun, Yoram
AU - Hadar, Eran
AU - Koren, Omry
N1 - Publisher Copyright: © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.
PY - 2023/5
Y1 - 2023/5
N2 - 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.
AB - 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.
KW - INTESTINAL MICROBIOLOGY
UR - http://www.scopus.com/inward/record.url?scp=85148912704&partnerID=8YFLogxK
U2 - https://doi.org/10.1136/gutjnl-2022-328406
DO - https://doi.org/10.1136/gutjnl-2022-328406
M3 - مقالة
C2 - 36627187
SN - 0017-5749
VL - 72
SP - 918
EP - 928
JO - Gut
JF - Gut
IS - 5
ER -