Is there any difference between metabolomic profiles of mothers who progress to gestational diabetes versus healthy women during pregnancy?

Background Gestational diabetes (GD) is associated with a variety of numerous metabolic changes. Discovering related biomarkers by the metabolomic studies can provide a better understanding of the pathological processes involved in the development and progression of GD. Methods Blood samples were ta...

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Veröffentlicht in:Journal of diabetes and metabolic disorders 2023-08, Vol.23 (2), p.1853-1861
Hauptverfasser: Borji, Roghayeh, Chiti, Hossein, Ramazani, Ali, Khoshkam, Maryam
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container_title Journal of diabetes and metabolic disorders
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creator Borji, Roghayeh
Chiti, Hossein
Ramazani, Ali
Khoshkam, Maryam
description Background Gestational diabetes (GD) is associated with a variety of numerous metabolic changes. Discovering related biomarkers by the metabolomic studies can provide a better understanding of the pathological processes involved in the development and progression of GD. Methods Blood samples were taken from 400 naturally conceived healthy women aged 25–40 years old in the first trimester of pregnancy. Participants were followed up again at 28 weeks of gestation and reevaluated for GD based on American Diabetes Association (ADA) criteria. After identifying 32 women with GD as the case group, 32 healthy matched women selected as the control group. Plasma samples in the first and third trimester, were sent for nuclear magnetic resonance (NMR) testing. Altered biochemical pathways were identified in MetaboAnalyst 4.0 using Human Metabolism Database (HMDB). The comparison of altered metabolomes in two groups was assessed using multivariate logistic regression analysis in SPSS 23 software. Results In the first trimester, the amount of increase in steroid hormones level was greater in women who progressed to GD (Impact = 0.344). In the third trimester, although we had lower levels of steroid hormones, prostaglandins and bile acids in the diabetic group vs healthy subjects, however the level of glycine conjugated bile acid was higher in affected women by GD ( P  = 0.016). Conclusions For the first time, we reported new disrupted pathways such as steroid hormone pathways and their related altered metabolites in a group of Iranian population with GD. This may provide a better and faster way to predict, diagnose and prevent GDM in the future. Surely, further studies are required for the validation of the results.
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Discovering related biomarkers by the metabolomic studies can provide a better understanding of the pathological processes involved in the development and progression of GD. Methods Blood samples were taken from 400 naturally conceived healthy women aged 25–40 years old in the first trimester of pregnancy. Participants were followed up again at 28 weeks of gestation and reevaluated for GD based on American Diabetes Association (ADA) criteria. After identifying 32 women with GD as the case group, 32 healthy matched women selected as the control group. Plasma samples in the first and third trimester, were sent for nuclear magnetic resonance (NMR) testing. Altered biochemical pathways were identified in MetaboAnalyst 4.0 using Human Metabolism Database (HMDB). The comparison of altered metabolomes in two groups was assessed using multivariate logistic regression analysis in SPSS 23 software. Results In the first trimester, the amount of increase in steroid hormones level was greater in women who progressed to GD (Impact = 0.344). In the third trimester, although we had lower levels of steroid hormones, prostaglandins and bile acids in the diabetic group vs healthy subjects, however the level of glycine conjugated bile acid was higher in affected women by GD ( P  = 0.016). Conclusions For the first time, we reported new disrupted pathways such as steroid hormone pathways and their related altered metabolites in a group of Iranian population with GD. This may provide a better and faster way to predict, diagnose and prevent GDM in the future. Surely, further studies are required for the validation of the results.</description><identifier>ISSN: 2251-6581</identifier><identifier>EISSN: 2251-6581</identifier><identifier>DOI: 10.1007/s40200-023-01281-7</identifier><identifier>PMID: 39610512</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Analysis ; Bile acids ; Diabetes ; Diabetes in pregnancy ; Endocrinology ; Gestational diabetes ; Glycine ; Health aspects ; Hormones ; Medicine ; Medicine &amp; Public Health ; Metabolic Diseases ; Metabolites ; NMR ; Nuclear magnetic resonance ; Physiological aspects ; Pregnant women ; Research Article ; Steroid hormones ; Steroids ; Type 2 diabetes ; Women</subject><ispartof>Journal of diabetes and metabolic disorders, 2023-08, Vol.23 (2), p.1853-1861</ispartof><rights>The Author(s), under exclusive licence to Tehran University of Medical Sciences 2023. 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Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c480t-4f4fe009d224d8defbc2cdab60aecaac8ff1fc459a293cd387cc068d552070003</cites><orcidid>0000-0003-1847-7774</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11599657/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11599657/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,41464,42533,51294,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39610512$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Borji, Roghayeh</creatorcontrib><creatorcontrib>Chiti, Hossein</creatorcontrib><creatorcontrib>Ramazani, Ali</creatorcontrib><creatorcontrib>Khoshkam, Maryam</creatorcontrib><title>Is there any difference between metabolomic profiles of mothers who progress to gestational diabetes versus healthy women during pregnancy?</title><title>Journal of diabetes and metabolic disorders</title><addtitle>J Diabetes Metab Disord</addtitle><addtitle>J Diabetes Metab Disord</addtitle><description>Background Gestational diabetes (GD) is associated with a variety of numerous metabolic changes. Discovering related biomarkers by the metabolomic studies can provide a better understanding of the pathological processes involved in the development and progression of GD. Methods Blood samples were taken from 400 naturally conceived healthy women aged 25–40 years old in the first trimester of pregnancy. Participants were followed up again at 28 weeks of gestation and reevaluated for GD based on American Diabetes Association (ADA) criteria. After identifying 32 women with GD as the case group, 32 healthy matched women selected as the control group. Plasma samples in the first and third trimester, were sent for nuclear magnetic resonance (NMR) testing. Altered biochemical pathways were identified in MetaboAnalyst 4.0 using Human Metabolism Database (HMDB). The comparison of altered metabolomes in two groups was assessed using multivariate logistic regression analysis in SPSS 23 software. Results In the first trimester, the amount of increase in steroid hormones level was greater in women who progressed to GD (Impact = 0.344). In the third trimester, although we had lower levels of steroid hormones, prostaglandins and bile acids in the diabetic group vs healthy subjects, however the level of glycine conjugated bile acid was higher in affected women by GD ( P  = 0.016). Conclusions For the first time, we reported new disrupted pathways such as steroid hormone pathways and their related altered metabolites in a group of Iranian population with GD. This may provide a better and faster way to predict, diagnose and prevent GDM in the future. Surely, further studies are required for the validation of the results.</description><subject>Analysis</subject><subject>Bile acids</subject><subject>Diabetes</subject><subject>Diabetes in pregnancy</subject><subject>Endocrinology</subject><subject>Gestational diabetes</subject><subject>Glycine</subject><subject>Health aspects</subject><subject>Hormones</subject><subject>Medicine</subject><subject>Medicine &amp; Public Health</subject><subject>Metabolic Diseases</subject><subject>Metabolites</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Physiological aspects</subject><subject>Pregnant women</subject><subject>Research Article</subject><subject>Steroid hormones</subject><subject>Steroids</subject><subject>Type 2 diabetes</subject><subject>Women</subject><issn>2251-6581</issn><issn>2251-6581</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9ks9q3DAQh01paUKaF-ihCAqlF6eSbEvyKYTQP4FAL-1ZyPLIdpClrWRn2WfoS1fqpsluKbUPFvY3n5nfTFG8JviCYMw_xBpTjEtMqxITKkjJnxWnlDakZI0gzw_OJ8V5jHc4XZwLQdjL4qRqGcENoafFz5uIlhECIOV2qJ-MSWenAXWwbAEcmmFRnbd-njTaBG8mCxF5g2afyyLajj6_HwLEZPJogLioZfJO2aRTSZP4-0SuEY2g7DLu0NbPydyvYXJDKobBKad3l6-KF0bZCOcPz7Pi-6eP366_lLdfP99cX92WuhZ4KWtTG8C47Smte9GD6TTVveoYVqCV0sIYYnTdtIq2le4rwbXGTPRNQzFPKVRnxeXeu1m7GXoNbgnKyk2YZhV20qtJHn9x0ygHfy8JadqWNTwZ3j8Ygv-xpo7lPEUN1ioHfo2yIlWNGW9FldC3f6F3fg0pnUyxSlDBOH2iBmVBTs749GOdpfKKM8pS4zS7Lv5BpbuHNB7vIE_nuODdQcE-_ujtmucTj0G6B3XwMQYwj2kQLPO-yf2-yQTL3_smcwpvDnN8LPmzXQmo9kDc5FFDeOr9P9pfe8XiXQ</recordid><startdate>20230828</startdate><enddate>20230828</enddate><creator>Borji, Roghayeh</creator><creator>Chiti, Hossein</creator><creator>Ramazani, Ali</creator><creator>Khoshkam, Maryam</creator><general>Springer International Publishing</general><general>BioMed Central Ltd</general><general>BioMed Central</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1847-7774</orcidid></search><sort><creationdate>20230828</creationdate><title>Is there any difference between metabolomic profiles of mothers who progress to gestational diabetes versus healthy women during pregnancy?</title><author>Borji, Roghayeh ; Chiti, Hossein ; Ramazani, Ali ; Khoshkam, Maryam</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c480t-4f4fe009d224d8defbc2cdab60aecaac8ff1fc459a293cd387cc068d552070003</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Analysis</topic><topic>Bile acids</topic><topic>Diabetes</topic><topic>Diabetes in pregnancy</topic><topic>Endocrinology</topic><topic>Gestational diabetes</topic><topic>Glycine</topic><topic>Health aspects</topic><topic>Hormones</topic><topic>Medicine</topic><topic>Medicine &amp; Public Health</topic><topic>Metabolic Diseases</topic><topic>Metabolites</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Physiological aspects</topic><topic>Pregnant women</topic><topic>Research Article</topic><topic>Steroid hormones</topic><topic>Steroids</topic><topic>Type 2 diabetes</topic><topic>Women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Borji, Roghayeh</creatorcontrib><creatorcontrib>Chiti, Hossein</creatorcontrib><creatorcontrib>Ramazani, Ali</creatorcontrib><creatorcontrib>Khoshkam, Maryam</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of diabetes and metabolic disorders</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Borji, Roghayeh</au><au>Chiti, Hossein</au><au>Ramazani, Ali</au><au>Khoshkam, Maryam</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Is there any difference between metabolomic profiles of mothers who progress to gestational diabetes versus healthy women during pregnancy?</atitle><jtitle>Journal of diabetes and metabolic disorders</jtitle><stitle>J Diabetes Metab Disord</stitle><addtitle>J Diabetes Metab Disord</addtitle><date>2023-08-28</date><risdate>2023</risdate><volume>23</volume><issue>2</issue><spage>1853</spage><epage>1861</epage><pages>1853-1861</pages><issn>2251-6581</issn><eissn>2251-6581</eissn><abstract>Background Gestational diabetes (GD) is associated with a variety of numerous metabolic changes. Discovering related biomarkers by the metabolomic studies can provide a better understanding of the pathological processes involved in the development and progression of GD. Methods Blood samples were taken from 400 naturally conceived healthy women aged 25–40 years old in the first trimester of pregnancy. Participants were followed up again at 28 weeks of gestation and reevaluated for GD based on American Diabetes Association (ADA) criteria. After identifying 32 women with GD as the case group, 32 healthy matched women selected as the control group. Plasma samples in the first and third trimester, were sent for nuclear magnetic resonance (NMR) testing. Altered biochemical pathways were identified in MetaboAnalyst 4.0 using Human Metabolism Database (HMDB). The comparison of altered metabolomes in two groups was assessed using multivariate logistic regression analysis in SPSS 23 software. Results In the first trimester, the amount of increase in steroid hormones level was greater in women who progressed to GD (Impact = 0.344). In the third trimester, although we had lower levels of steroid hormones, prostaglandins and bile acids in the diabetic group vs healthy subjects, however the level of glycine conjugated bile acid was higher in affected women by GD ( P  = 0.016). Conclusions For the first time, we reported new disrupted pathways such as steroid hormone pathways and their related altered metabolites in a group of Iranian population with GD. This may provide a better and faster way to predict, diagnose and prevent GDM in the future. Surely, further studies are required for the validation of the results.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>39610512</pmid><doi>10.1007/s40200-023-01281-7</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0003-1847-7774</orcidid></addata></record>
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subjects Analysis
Bile acids
Diabetes
Diabetes in pregnancy
Endocrinology
Gestational diabetes
Glycine
Health aspects
Hormones
Medicine
Medicine & Public Health
Metabolic Diseases
Metabolites
NMR
Nuclear magnetic resonance
Physiological aspects
Pregnant women
Research Article
Steroid hormones
Steroids
Type 2 diabetes
Women
title Is there any difference between metabolomic profiles of mothers who progress to gestational diabetes versus healthy women during pregnancy?
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