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Higher Maternal Body Mass Index Is Associated With Lower Placental Expression of EPYC: A Genome-Wide Transcriptomic Study
Abstract Context Elevated body mass index (BMI) in pregnancy is associated with adverse maternal and fetal outcomes. The placental transcriptome may elucidate molecular mechanisms underlying these associations. Objective We examined the association of first-trimester maternal BMI with the placental...
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Published in: | The journal of clinical endocrinology and metabolism 2024-02, Vol.109 (3), p.e1159-e1166 |
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creator | Sordillo, Joanne E White, Frédérique Majid, Sana Aguet, François Ardlie, Kristin G Karumanchi, S Ananth Florez, Jose C Powe, Camille E Edlow, Andrea G Bouchard, Luigi Jacques, Pierre-Etienne Hivert, Marie-France |
description | Abstract
Context
Elevated body mass index (BMI) in pregnancy is associated with adverse maternal and fetal outcomes. The placental transcriptome may elucidate molecular mechanisms underlying these associations.
Objective
We examined the association of first-trimester maternal BMI with the placental transcriptome in the Gen3G prospective cohort.
Methods
We enrolled participants at 5 to 16 weeks of gestation and measured height and weight. We collected placenta samples at delivery. We performed whole-genome RNA sequencing using Illumina HiSeq 4000 and aligned RNA sequences based on the GTEx v8 pipeline. We conducted differential gene expression analysis of over 15 000 genes from 450 placental samples and reported the change in normalized gene expression per 1-unit increase in log2 BMI (kg/m2) as a continuous variable using Limma Voom. We adjusted models for maternal age, fetal sex, gestational age at delivery, gravidity, and surrogate variables accounting for technical variability. We compared participants with BMI of 18.5 to 24.9 mg/kg2 (N = 257) vs those with obesity (BMI ≥30 kg/m2, N = 82) in secondary analyses.
Results
Participants’ mean ± SD age was 28.2 ± 4.4 years and BMI was 25.4 ± 5.5 kg/m2 in early pregnancy. Higher maternal BMI was associated with lower placental expression of EPYC (slope = −1.94, false discovery rate [FDR]-adjusted P = 7.3 × 10−6 for continuous BMI; log2 fold change = −1.35, FDR-adjusted P = 3.4 × 10−3 for BMI ≥30 vs BMI 18.5-24.9 kg/m2) and with higher placental expression of IGFBP6, CHRDL1, and CXCL13 after adjustment for covariates and accounting for multiple testing (FDR < 0.05).
Conclusion
Our genome-wide transcriptomic study revealed novel genes potentially implicated in placental biologic response to higher maternal BMI in early pregnancy. |
doi_str_mv | 10.1210/clinem/dgad619 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10876411</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><oup_id>10.1210/clinem/dgad619</oup_id><sourcerecordid>2880098296</sourcerecordid><originalsourceid>FETCH-LOGICAL-c340t-32b62e6d29bc2b9edc6f3439b4d76c2f159abae40ef119db0a7fda247187c4ed3</originalsourceid><addsrcrecordid>eNqFkUFvEzEQhS0EoqFw5Yh8hMO2ttdZr7mgEIU2UioqUVQ4WV57NjHatbf2LjT_HqOEip44jUbzvTdPegi9puSMMkrOTec89Od2q21F5RM0o5LPC0GleIpmhDBaSMG-naAXKf0ghHI-L5-jk1LUFa_ndIb2l267g4iv9AjR6w5_DHaft5Tw2lu4x-uEFykF4zJg8a0bd3gTfmXFdacN-DFLVvdDhJRc8Di0eHX9ffkeL_AF-NBDcess4JuofTLRDWPoncFfxsnuX6Jnre4SvDrOU_T10-pmeVlsPl-sl4tNYUpOxqJkTcWgskw2hjUSrKnakpey4VZUhrV0LnWjgRNoKZW2IVq0VjMuaC0MB1ueog8H32Fq-izPmaPu1BBdr-NeBe3U44t3O7UNPxUltag4pdnh7dEhhrsJ0qh6lwx0nfYQpqRYXRMiayarjJ4dUBNDShHahz-UqD-FqUNh6lhYFrz5N90D_rehDLw7AGEa_mf2G86vpFk</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2880098296</pqid></control><display><type>article</type><title>Higher Maternal Body Mass Index Is Associated With Lower Placental Expression of EPYC: A Genome-Wide Transcriptomic Study</title><source>Oxford Journals Online</source><creator>Sordillo, Joanne E ; White, Frédérique ; Majid, Sana ; Aguet, François ; Ardlie, Kristin G ; Karumanchi, S Ananth ; Florez, Jose C ; Powe, Camille E ; Edlow, Andrea G ; Bouchard, Luigi ; Jacques, Pierre-Etienne ; Hivert, Marie-France</creator><creatorcontrib>Sordillo, Joanne E ; White, Frédérique ; Majid, Sana ; Aguet, François ; Ardlie, Kristin G ; Karumanchi, S Ananth ; Florez, Jose C ; Powe, Camille E ; Edlow, Andrea G ; Bouchard, Luigi ; Jacques, Pierre-Etienne ; Hivert, Marie-France</creatorcontrib><description>Abstract
Context
Elevated body mass index (BMI) in pregnancy is associated with adverse maternal and fetal outcomes. The placental transcriptome may elucidate molecular mechanisms underlying these associations.
Objective
We examined the association of first-trimester maternal BMI with the placental transcriptome in the Gen3G prospective cohort.
Methods
We enrolled participants at 5 to 16 weeks of gestation and measured height and weight. We collected placenta samples at delivery. We performed whole-genome RNA sequencing using Illumina HiSeq 4000 and aligned RNA sequences based on the GTEx v8 pipeline. We conducted differential gene expression analysis of over 15 000 genes from 450 placental samples and reported the change in normalized gene expression per 1-unit increase in log2 BMI (kg/m2) as a continuous variable using Limma Voom. We adjusted models for maternal age, fetal sex, gestational age at delivery, gravidity, and surrogate variables accounting for technical variability. We compared participants with BMI of 18.5 to 24.9 mg/kg2 (N = 257) vs those with obesity (BMI ≥30 kg/m2, N = 82) in secondary analyses.
Results
Participants’ mean ± SD age was 28.2 ± 4.4 years and BMI was 25.4 ± 5.5 kg/m2 in early pregnancy. Higher maternal BMI was associated with lower placental expression of EPYC (slope = −1.94, false discovery rate [FDR]-adjusted P = 7.3 × 10−6 for continuous BMI; log2 fold change = −1.35, FDR-adjusted P = 3.4 × 10−3 for BMI ≥30 vs BMI 18.5-24.9 kg/m2) and with higher placental expression of IGFBP6, CHRDL1, and CXCL13 after adjustment for covariates and accounting for multiple testing (FDR < 0.05).
Conclusion
Our genome-wide transcriptomic study revealed novel genes potentially implicated in placental biologic response to higher maternal BMI in early pregnancy.</description><identifier>ISSN: 0021-972X</identifier><identifier>ISSN: 1945-7197</identifier><identifier>EISSN: 1945-7197</identifier><identifier>DOI: 10.1210/clinem/dgad619</identifier><identifier>PMID: 37864851</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Clinical</subject><ispartof>The journal of clinical endocrinology and metabolism, 2024-02, Vol.109 (3), p.e1159-e1166</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Endocrine Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2023</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Endocrine Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c340t-32b62e6d29bc2b9edc6f3439b4d76c2f159abae40ef119db0a7fda247187c4ed3</cites><orcidid>0000-0003-2915-5949 ; 0000-0002-7060-7778 ; 0000-0001-7752-2585</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37864851$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sordillo, Joanne E</creatorcontrib><creatorcontrib>White, Frédérique</creatorcontrib><creatorcontrib>Majid, Sana</creatorcontrib><creatorcontrib>Aguet, François</creatorcontrib><creatorcontrib>Ardlie, Kristin G</creatorcontrib><creatorcontrib>Karumanchi, S Ananth</creatorcontrib><creatorcontrib>Florez, Jose C</creatorcontrib><creatorcontrib>Powe, Camille E</creatorcontrib><creatorcontrib>Edlow, Andrea G</creatorcontrib><creatorcontrib>Bouchard, Luigi</creatorcontrib><creatorcontrib>Jacques, Pierre-Etienne</creatorcontrib><creatorcontrib>Hivert, Marie-France</creatorcontrib><title>Higher Maternal Body Mass Index Is Associated With Lower Placental Expression of EPYC: A Genome-Wide Transcriptomic Study</title><title>The journal of clinical endocrinology and metabolism</title><addtitle>J Clin Endocrinol Metab</addtitle><description>Abstract
Context
Elevated body mass index (BMI) in pregnancy is associated with adverse maternal and fetal outcomes. The placental transcriptome may elucidate molecular mechanisms underlying these associations.
Objective
We examined the association of first-trimester maternal BMI with the placental transcriptome in the Gen3G prospective cohort.
Methods
We enrolled participants at 5 to 16 weeks of gestation and measured height and weight. We collected placenta samples at delivery. We performed whole-genome RNA sequencing using Illumina HiSeq 4000 and aligned RNA sequences based on the GTEx v8 pipeline. We conducted differential gene expression analysis of over 15 000 genes from 450 placental samples and reported the change in normalized gene expression per 1-unit increase in log2 BMI (kg/m2) as a continuous variable using Limma Voom. We adjusted models for maternal age, fetal sex, gestational age at delivery, gravidity, and surrogate variables accounting for technical variability. We compared participants with BMI of 18.5 to 24.9 mg/kg2 (N = 257) vs those with obesity (BMI ≥30 kg/m2, N = 82) in secondary analyses.
Results
Participants’ mean ± SD age was 28.2 ± 4.4 years and BMI was 25.4 ± 5.5 kg/m2 in early pregnancy. Higher maternal BMI was associated with lower placental expression of EPYC (slope = −1.94, false discovery rate [FDR]-adjusted P = 7.3 × 10−6 for continuous BMI; log2 fold change = −1.35, FDR-adjusted P = 3.4 × 10−3 for BMI ≥30 vs BMI 18.5-24.9 kg/m2) and with higher placental expression of IGFBP6, CHRDL1, and CXCL13 after adjustment for covariates and accounting for multiple testing (FDR < 0.05).
Conclusion
Our genome-wide transcriptomic study revealed novel genes potentially implicated in placental biologic response to higher maternal BMI in early pregnancy.</description><subject>Clinical</subject><issn>0021-972X</issn><issn>1945-7197</issn><issn>1945-7197</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkUFvEzEQhS0EoqFw5Yh8hMO2ttdZr7mgEIU2UioqUVQ4WV57NjHatbf2LjT_HqOEip44jUbzvTdPegi9puSMMkrOTec89Od2q21F5RM0o5LPC0GleIpmhDBaSMG-naAXKf0ghHI-L5-jk1LUFa_ndIb2l267g4iv9AjR6w5_DHaft5Tw2lu4x-uEFykF4zJg8a0bd3gTfmXFdacN-DFLVvdDhJRc8Di0eHX9ffkeL_AF-NBDcess4JuofTLRDWPoncFfxsnuX6Jnre4SvDrOU_T10-pmeVlsPl-sl4tNYUpOxqJkTcWgskw2hjUSrKnakpey4VZUhrV0LnWjgRNoKZW2IVq0VjMuaC0MB1ueog8H32Fq-izPmaPu1BBdr-NeBe3U44t3O7UNPxUltag4pdnh7dEhhrsJ0qh6lwx0nfYQpqRYXRMiayarjJ4dUBNDShHahz-UqD-FqUNh6lhYFrz5N90D_rehDLw7AGEa_mf2G86vpFk</recordid><startdate>20240220</startdate><enddate>20240220</enddate><creator>Sordillo, Joanne E</creator><creator>White, Frédérique</creator><creator>Majid, Sana</creator><creator>Aguet, François</creator><creator>Ardlie, Kristin G</creator><creator>Karumanchi, S Ananth</creator><creator>Florez, Jose C</creator><creator>Powe, Camille E</creator><creator>Edlow, Andrea G</creator><creator>Bouchard, Luigi</creator><creator>Jacques, Pierre-Etienne</creator><creator>Hivert, Marie-France</creator><general>Oxford University Press</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2915-5949</orcidid><orcidid>https://orcid.org/0000-0002-7060-7778</orcidid><orcidid>https://orcid.org/0000-0001-7752-2585</orcidid></search><sort><creationdate>20240220</creationdate><title>Higher Maternal Body Mass Index Is Associated With Lower Placental Expression of EPYC: A Genome-Wide Transcriptomic Study</title><author>Sordillo, Joanne E ; White, Frédérique ; Majid, Sana ; Aguet, François ; Ardlie, Kristin G ; Karumanchi, S Ananth ; Florez, Jose C ; Powe, Camille E ; Edlow, Andrea G ; Bouchard, Luigi ; Jacques, Pierre-Etienne ; Hivert, Marie-France</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c340t-32b62e6d29bc2b9edc6f3439b4d76c2f159abae40ef119db0a7fda247187c4ed3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Clinical</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sordillo, Joanne E</creatorcontrib><creatorcontrib>White, Frédérique</creatorcontrib><creatorcontrib>Majid, Sana</creatorcontrib><creatorcontrib>Aguet, François</creatorcontrib><creatorcontrib>Ardlie, Kristin G</creatorcontrib><creatorcontrib>Karumanchi, S Ananth</creatorcontrib><creatorcontrib>Florez, Jose C</creatorcontrib><creatorcontrib>Powe, Camille E</creatorcontrib><creatorcontrib>Edlow, Andrea G</creatorcontrib><creatorcontrib>Bouchard, Luigi</creatorcontrib><creatorcontrib>Jacques, Pierre-Etienne</creatorcontrib><creatorcontrib>Hivert, Marie-France</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The journal of clinical endocrinology and metabolism</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sordillo, Joanne E</au><au>White, Frédérique</au><au>Majid, Sana</au><au>Aguet, François</au><au>Ardlie, Kristin G</au><au>Karumanchi, S Ananth</au><au>Florez, Jose C</au><au>Powe, Camille E</au><au>Edlow, Andrea G</au><au>Bouchard, Luigi</au><au>Jacques, Pierre-Etienne</au><au>Hivert, Marie-France</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Higher Maternal Body Mass Index Is Associated With Lower Placental Expression of EPYC: A Genome-Wide Transcriptomic Study</atitle><jtitle>The journal of clinical endocrinology and metabolism</jtitle><addtitle>J Clin Endocrinol Metab</addtitle><date>2024-02-20</date><risdate>2024</risdate><volume>109</volume><issue>3</issue><spage>e1159</spage><epage>e1166</epage><pages>e1159-e1166</pages><issn>0021-972X</issn><issn>1945-7197</issn><eissn>1945-7197</eissn><abstract>Abstract
Context
Elevated body mass index (BMI) in pregnancy is associated with adverse maternal and fetal outcomes. The placental transcriptome may elucidate molecular mechanisms underlying these associations.
Objective
We examined the association of first-trimester maternal BMI with the placental transcriptome in the Gen3G prospective cohort.
Methods
We enrolled participants at 5 to 16 weeks of gestation and measured height and weight. We collected placenta samples at delivery. We performed whole-genome RNA sequencing using Illumina HiSeq 4000 and aligned RNA sequences based on the GTEx v8 pipeline. We conducted differential gene expression analysis of over 15 000 genes from 450 placental samples and reported the change in normalized gene expression per 1-unit increase in log2 BMI (kg/m2) as a continuous variable using Limma Voom. We adjusted models for maternal age, fetal sex, gestational age at delivery, gravidity, and surrogate variables accounting for technical variability. We compared participants with BMI of 18.5 to 24.9 mg/kg2 (N = 257) vs those with obesity (BMI ≥30 kg/m2, N = 82) in secondary analyses.
Results
Participants’ mean ± SD age was 28.2 ± 4.4 years and BMI was 25.4 ± 5.5 kg/m2 in early pregnancy. Higher maternal BMI was associated with lower placental expression of EPYC (slope = −1.94, false discovery rate [FDR]-adjusted P = 7.3 × 10−6 for continuous BMI; log2 fold change = −1.35, FDR-adjusted P = 3.4 × 10−3 for BMI ≥30 vs BMI 18.5-24.9 kg/m2) and with higher placental expression of IGFBP6, CHRDL1, and CXCL13 after adjustment for covariates and accounting for multiple testing (FDR < 0.05).
Conclusion
Our genome-wide transcriptomic study revealed novel genes potentially implicated in placental biologic response to higher maternal BMI in early pregnancy.</abstract><cop>US</cop><pub>Oxford University Press</pub><pmid>37864851</pmid><doi>10.1210/clinem/dgad619</doi><orcidid>https://orcid.org/0000-0003-2915-5949</orcidid><orcidid>https://orcid.org/0000-0002-7060-7778</orcidid><orcidid>https://orcid.org/0000-0001-7752-2585</orcidid></addata></record> |
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source | Oxford Journals Online |
subjects | Clinical |
title | Higher Maternal Body Mass Index Is Associated With Lower Placental Expression of EPYC: A Genome-Wide Transcriptomic Study |
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