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Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis
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 p...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086485/ https://www.ncbi.nlm.nih.gov/pubmed/36627187 http://dx.doi.org/10.1136/gutjnl-2022-328406 |
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author | Pinto, Yishay Frishman, Sigal Turjeman, Sondra Eshel, Adi Nuriel-Ohayon, Meital Shrossel, Oshrit Ziv, Oren Walters, William Parsonnet, Julie Ley, Catherine Johnson, Elizabeth L Kumar, Krithika Schweitzer, Ron Khatib, Soliman Magzal, Faiga Muller, Efrat Tamir, Snait Tenenbaum-Gavish, Kinneret Rautava, Samuli Salminen, Seppo Isolauri, Erika Yariv, Or Peled, Yoav Poran, Eran Pardo, Joseph Chen, Rony Hod, Moshe Borenstein, Elhanan Ley, Ruth E Schwartz, Betty Louzoun, Yoram Hadar, Eran Koren, Omry |
author_facet | Pinto, Yishay Frishman, Sigal Turjeman, Sondra Eshel, Adi Nuriel-Ohayon, Meital Shrossel, Oshrit Ziv, Oren Walters, William Parsonnet, Julie Ley, Catherine Johnson, Elizabeth L Kumar, Krithika Schweitzer, Ron Khatib, Soliman Magzal, Faiga Muller, Efrat Tamir, Snait Tenenbaum-Gavish, Kinneret Rautava, Samuli Salminen, Seppo Isolauri, Erika Yariv, Or Peled, Yoav Poran, Eran Pardo, Joseph Chen, Rony Hod, Moshe Borenstein, Elhanan Ley, Ruth E Schwartz, Betty Louzoun, Yoram Hadar, Eran Koren, Omry |
author_sort | Pinto, Yishay |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10086485 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-100864852023-04-12 Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis Pinto, Yishay Frishman, Sigal Turjeman, Sondra Eshel, Adi Nuriel-Ohayon, Meital Shrossel, Oshrit Ziv, Oren Walters, William Parsonnet, Julie Ley, Catherine Johnson, Elizabeth L Kumar, Krithika Schweitzer, Ron Khatib, Soliman Magzal, Faiga Muller, Efrat Tamir, Snait Tenenbaum-Gavish, Kinneret Rautava, Samuli Salminen, Seppo Isolauri, Erika Yariv, Or Peled, Yoav Poran, Eran Pardo, Joseph Chen, Rony Hod, Moshe Borenstein, Elhanan Ley, Ruth E Schwartz, Betty Louzoun, Yoram Hadar, Eran Koren, Omry Gut Gut Microbiota 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. BMJ Publishing Group 2023-05 2023-01-10 /pmc/articles/PMC10086485/ /pubmed/36627187 http://dx.doi.org/10.1136/gutjnl-2022-328406 Text en © 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. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Gut Microbiota Pinto, Yishay Frishman, Sigal Turjeman, Sondra Eshel, Adi Nuriel-Ohayon, Meital Shrossel, Oshrit Ziv, Oren Walters, William Parsonnet, Julie Ley, Catherine Johnson, Elizabeth L Kumar, Krithika Schweitzer, Ron Khatib, Soliman Magzal, Faiga Muller, Efrat Tamir, Snait Tenenbaum-Gavish, Kinneret Rautava, Samuli Salminen, Seppo Isolauri, Erika Yariv, Or Peled, Yoav Poran, Eran Pardo, Joseph Chen, Rony Hod, Moshe Borenstein, Elhanan Ley, Ruth E Schwartz, Betty Louzoun, Yoram Hadar, Eran Koren, Omry Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis |
title | Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis |
title_full | Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis |
title_fullStr | Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis |
title_full_unstemmed | Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis |
title_short | Gestational diabetes is driven by microbiota-induced inflammation months before diagnosis |
title_sort | gestational diabetes is driven by microbiota-induced inflammation months before diagnosis |
topic | Gut Microbiota |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086485/ https://www.ncbi.nlm.nih.gov/pubmed/36627187 http://dx.doi.org/10.1136/gutjnl-2022-328406 |
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