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Higher maternal adiposity reduces offspring birthweight if associated with a metabolically favourable profile
Aims/hypothesis Higher maternal BMI during pregnancy is associated with higher offspring birthweight, but it is not known whether this is solely the result of adverse metabolic consequences of higher maternal adiposity, such as maternal insulin resistance and fetal exposure to higher glucose levels,...
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Published in: | Diabetologia 2021-12, Vol.64 (12), p.2790-2802 |
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creator | Thompson, William D. Beaumont, Robin N. Kuang, Alan Warrington, Nicole M. Ji, Yingjie Tyrrell, Jessica Wood, Andrew R. Scholtens, Denise M. Knight, Bridget A. Evans, David M. Lowe, William L. Santorelli, Gillian Azad, Rafaq Mason, Dan Hattersley, Andrew T. Frayling, Timothy M. Yaghootkar, Hanieh Borges, Maria Carolina Lawlor, Deborah A. Freathy, Rachel M. |
description | Aims/hypothesis
Higher maternal BMI during pregnancy is associated with higher offspring birthweight, but it is not known whether this is solely the result of adverse metabolic consequences of higher maternal adiposity, such as maternal insulin resistance and fetal exposure to higher glucose levels, or whether there is any effect of raised adiposity through non-metabolic (e.g. mechanical) factors. We aimed to use genetic variants known to predispose to higher adiposity, coupled with a favourable metabolic profile, in a Mendelian randomisation (MR) study comparing the effect of maternal ‘metabolically favourable adiposity’ on offspring birthweight with the effect of maternal general adiposity (as indexed by BMI).
Methods
To test the causal effects of maternal metabolically favourable adiposity or general adiposity on offspring birthweight, we performed two-sample MR. We used variants identified in large, published genetic-association studies as being associated with either higher adiposity and a favourable metabolic profile, or higher BMI (
n
= 442,278 and
n
= 322,154 for metabolically favourable adiposity and BMI, respectively). We then extracted data on the metabolically favourable adiposity and BMI variants from a large, published genetic-association study of maternal genotype and offspring birthweight controlling for fetal genetic effects (
n
= 406,063 with maternal and/or fetal genotype effect estimates). We used several sensitivity analyses to test the reliability of the results. As secondary analyses, we used data from four cohorts (total
n
= 9323 mother–child pairs) to test the effects of maternal metabolically favourable adiposity or BMI on maternal gestational glucose, anthropometric components of birthweight and cord-blood biomarkers.
Results
Higher maternal adiposity with a favourable metabolic profile was associated with lower offspring birthweight (−94 [95% CI −150, −38] g per 1 SD [6.5%] higher maternal metabolically favourable adiposity,
p
= 0.001). By contrast, higher maternal BMI was associated with higher offspring birthweight (35 [95% CI 16, 53] g per 1 SD [4 kg/m
2
] higher maternal BMI,
p
= 0.0002). Sensitivity analyses were broadly consistent with the main results. There was evidence of outlier SNPs for both exposures; their removal slightly strengthened the metabolically favourable adiposity estimate and made no difference to the BMI estimate. Our secondary analyses found evidence to suggest that a higher maternal metabolically |
doi_str_mv | 10.1007/s00125-021-05570-9 |
format | article |
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Higher maternal BMI during pregnancy is associated with higher offspring birthweight, but it is not known whether this is solely the result of adverse metabolic consequences of higher maternal adiposity, such as maternal insulin resistance and fetal exposure to higher glucose levels, or whether there is any effect of raised adiposity through non-metabolic (e.g. mechanical) factors. We aimed to use genetic variants known to predispose to higher adiposity, coupled with a favourable metabolic profile, in a Mendelian randomisation (MR) study comparing the effect of maternal ‘metabolically favourable adiposity’ on offspring birthweight with the effect of maternal general adiposity (as indexed by BMI).
Methods
To test the causal effects of maternal metabolically favourable adiposity or general adiposity on offspring birthweight, we performed two-sample MR. We used variants identified in large, published genetic-association studies as being associated with either higher adiposity and a favourable metabolic profile, or higher BMI (
n
= 442,278 and
n
= 322,154 for metabolically favourable adiposity and BMI, respectively). We then extracted data on the metabolically favourable adiposity and BMI variants from a large, published genetic-association study of maternal genotype and offspring birthweight controlling for fetal genetic effects (
n
= 406,063 with maternal and/or fetal genotype effect estimates). We used several sensitivity analyses to test the reliability of the results. As secondary analyses, we used data from four cohorts (total
n
= 9323 mother–child pairs) to test the effects of maternal metabolically favourable adiposity or BMI on maternal gestational glucose, anthropometric components of birthweight and cord-blood biomarkers.
Results
Higher maternal adiposity with a favourable metabolic profile was associated with lower offspring birthweight (−94 [95% CI −150, −38] g per 1 SD [6.5%] higher maternal metabolically favourable adiposity,
p
= 0.001). By contrast, higher maternal BMI was associated with higher offspring birthweight (35 [95% CI 16, 53] g per 1 SD [4 kg/m
2
] higher maternal BMI,
p
= 0.0002). Sensitivity analyses were broadly consistent with the main results. There was evidence of outlier SNPs for both exposures; their removal slightly strengthened the metabolically favourable adiposity estimate and made no difference to the BMI estimate. Our secondary analyses found evidence to suggest that a higher maternal metabolically favourable adiposity decreases pregnancy fasting glucose levels while a higher maternal BMI increases them. The effects on neonatal anthropometric traits were consistent with the overall effect on birthweight but the smaller sample sizes for these analyses meant that the effects were imprecisely estimated. We also found evidence to suggest that higher maternal metabolically favourable adiposity decreases cord-blood leptin while higher maternal BMI increases it.
Conclusions/interpretation
Our results show that higher adiposity in mothers does not necessarily lead to higher offspring birthweight. Higher maternal adiposity can lead to lower offspring birthweight if accompanied by a favourable metabolic profile.
Data availability
The data for the genome-wide association studies (GWAS) of BMI are available at
https://portals.broadinstitute.org/collaboration/giant/index.php/GIANT_consortium_data_files
. The data for the GWAS of body fat percentage are available at
https://walker05.u.hpc.mssm.edu
.
Graphical abstract</description><identifier>ISSN: 0012-186X</identifier><identifier>EISSN: 1432-0428</identifier><identifier>DOI: 10.1007/s00125-021-05570-9</identifier><identifier>PMID: 34542646</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Adipose tissue ; Adiposity - genetics ; Birth Weight ; Body fat ; Body Mass Index ; Cord blood ; Female ; Fetuses ; Genetic diversity ; Genome-Wide Association Study ; Genomes ; Genotypes ; Glucose ; Human Physiology ; Humans ; Infant, Newborn ; Insulin ; Insulin resistance ; Internal Medicine ; Leptin ; Maternal & child health ; Mechanical properties ; Medicine ; Medicine & Public Health ; Metabolic Diseases ; Metabolism ; Neonates ; Pregnancy ; Prenatal exposure ; Reproducibility of Results ; Sensitivity analysis ; Single-nucleotide polymorphism</subject><ispartof>Diabetologia, 2021-12, Vol.64 (12), p.2790-2802</ispartof><rights>The Author(s) 2021</rights><rights>2021. The Author(s).</rights><rights>The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-388b73193c03773a65f908ce41d042aa571df511052991e1760e019488a329473</citedby><cites>FETCH-LOGICAL-c474t-388b73193c03773a65f908ce41d042aa571df511052991e1760e019488a329473</cites><orcidid>0000-0003-4152-2238 ; 0000-0003-0750-8248 ; 0000-0003-4195-775X ; 0000-0003-0427-1783 ; 0000-0001-7991-2835 ; 0000-0002-6793-2262 ; 0000-0003-0106-8309 ; 0000-0002-9256-6065 ; 0000-0002-2073-0487 ; 0000-0003-0663-4621 ; 0000-0001-8362-2603 ; 0000-0001-5620-473X ; 0000-0001-7785-4547</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/34542646$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Thompson, William D.</creatorcontrib><creatorcontrib>Beaumont, Robin N.</creatorcontrib><creatorcontrib>Kuang, Alan</creatorcontrib><creatorcontrib>Warrington, Nicole M.</creatorcontrib><creatorcontrib>Ji, Yingjie</creatorcontrib><creatorcontrib>Tyrrell, Jessica</creatorcontrib><creatorcontrib>Wood, Andrew R.</creatorcontrib><creatorcontrib>Scholtens, Denise M.</creatorcontrib><creatorcontrib>Knight, Bridget A.</creatorcontrib><creatorcontrib>Evans, David M.</creatorcontrib><creatorcontrib>Lowe, William L.</creatorcontrib><creatorcontrib>Santorelli, Gillian</creatorcontrib><creatorcontrib>Azad, Rafaq</creatorcontrib><creatorcontrib>Mason, Dan</creatorcontrib><creatorcontrib>Hattersley, Andrew T.</creatorcontrib><creatorcontrib>Frayling, Timothy M.</creatorcontrib><creatorcontrib>Yaghootkar, Hanieh</creatorcontrib><creatorcontrib>Borges, Maria Carolina</creatorcontrib><creatorcontrib>Lawlor, Deborah A.</creatorcontrib><creatorcontrib>Freathy, Rachel M.</creatorcontrib><title>Higher maternal adiposity reduces offspring birthweight if associated with a metabolically favourable profile</title><title>Diabetologia</title><addtitle>Diabetologia</addtitle><addtitle>Diabetologia</addtitle><description>Aims/hypothesis
Higher maternal BMI during pregnancy is associated with higher offspring birthweight, but it is not known whether this is solely the result of adverse metabolic consequences of higher maternal adiposity, such as maternal insulin resistance and fetal exposure to higher glucose levels, or whether there is any effect of raised adiposity through non-metabolic (e.g. mechanical) factors. We aimed to use genetic variants known to predispose to higher adiposity, coupled with a favourable metabolic profile, in a Mendelian randomisation (MR) study comparing the effect of maternal ‘metabolically favourable adiposity’ on offspring birthweight with the effect of maternal general adiposity (as indexed by BMI).
Methods
To test the causal effects of maternal metabolically favourable adiposity or general adiposity on offspring birthweight, we performed two-sample MR. We used variants identified in large, published genetic-association studies as being associated with either higher adiposity and a favourable metabolic profile, or higher BMI (
n
= 442,278 and
n
= 322,154 for metabolically favourable adiposity and BMI, respectively). We then extracted data on the metabolically favourable adiposity and BMI variants from a large, published genetic-association study of maternal genotype and offspring birthweight controlling for fetal genetic effects (
n
= 406,063 with maternal and/or fetal genotype effect estimates). We used several sensitivity analyses to test the reliability of the results. As secondary analyses, we used data from four cohorts (total
n
= 9323 mother–child pairs) to test the effects of maternal metabolically favourable adiposity or BMI on maternal gestational glucose, anthropometric components of birthweight and cord-blood biomarkers.
Results
Higher maternal adiposity with a favourable metabolic profile was associated with lower offspring birthweight (−94 [95% CI −150, −38] g per 1 SD [6.5%] higher maternal metabolically favourable adiposity,
p
= 0.001). By contrast, higher maternal BMI was associated with higher offspring birthweight (35 [95% CI 16, 53] g per 1 SD [4 kg/m
2
] higher maternal BMI,
p
= 0.0002). Sensitivity analyses were broadly consistent with the main results. There was evidence of outlier SNPs for both exposures; their removal slightly strengthened the metabolically favourable adiposity estimate and made no difference to the BMI estimate. Our secondary analyses found evidence to suggest that a higher maternal metabolically favourable adiposity decreases pregnancy fasting glucose levels while a higher maternal BMI increases them. The effects on neonatal anthropometric traits were consistent with the overall effect on birthweight but the smaller sample sizes for these analyses meant that the effects were imprecisely estimated. We also found evidence to suggest that higher maternal metabolically favourable adiposity decreases cord-blood leptin while higher maternal BMI increases it.
Conclusions/interpretation
Our results show that higher adiposity in mothers does not necessarily lead to higher offspring birthweight. Higher maternal adiposity can lead to lower offspring birthweight if accompanied by a favourable metabolic profile.
Data availability
The data for the genome-wide association studies (GWAS) of BMI are available at
https://portals.broadinstitute.org/collaboration/giant/index.php/GIANT_consortium_data_files
. The data for the GWAS of body fat percentage are available at
https://walker05.u.hpc.mssm.edu
.
Graphical abstract</description><subject>Adipose tissue</subject><subject>Adiposity - genetics</subject><subject>Birth Weight</subject><subject>Body fat</subject><subject>Body Mass Index</subject><subject>Cord blood</subject><subject>Female</subject><subject>Fetuses</subject><subject>Genetic diversity</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Genotypes</subject><subject>Glucose</subject><subject>Human Physiology</subject><subject>Humans</subject><subject>Infant, Newborn</subject><subject>Insulin</subject><subject>Insulin resistance</subject><subject>Internal Medicine</subject><subject>Leptin</subject><subject>Maternal & child health</subject><subject>Mechanical properties</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Metabolic Diseases</subject><subject>Metabolism</subject><subject>Neonates</subject><subject>Pregnancy</subject><subject>Prenatal exposure</subject><subject>Reproducibility of Results</subject><subject>Sensitivity analysis</subject><subject>Single-nucleotide polymorphism</subject><issn>0012-186X</issn><issn>1432-0428</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kUtv1TAQhS0EopfCH2CBLLFhExi_4niDhCqgSJXYgMTOcpLJva6c-GInre6_xyGlPBasvJjvHM-ZQ8hzBq8ZgH6TARhXFXBWgVIaKvOA7JgUvALJm4dkt84r1tTfzsiTnK8BQChZPyZnQirJa1nvyHjp9wdMdHQzpskF6np_jNnPJ5qwXzrMNA5DPiY_7Wnr03y4xaKYqR-oyzl2vgh7euvnA3V0xNm1MfjOhXCig7uJS3JtQHpMcfABn5JHgwsZn9295-Trh_dfLi6rq88fP128u6o6qeVciaZptWBGdCC0Fq5Wg4GmQ8n6ksw5pVk_KMZAcWMYMl0DAjOyaZzgRmpxTt5uvselHbHvcJqTC7akGF062ei8_Xsy-YPdxxvbqFrUWhaDV3cGKX5fMM929LnDENyEccmWK102Bc5X9OU_6HVJXU65UoY1WhlYN-Ib1aWYc8LhfhkGdm3Tbm3a0qb92aY1RfTizxj3kl_1FUBswFYQpt9__8f2B0cQq6o</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Thompson, William D.</creator><creator>Beaumont, Robin N.</creator><creator>Kuang, Alan</creator><creator>Warrington, Nicole M.</creator><creator>Ji, Yingjie</creator><creator>Tyrrell, Jessica</creator><creator>Wood, Andrew R.</creator><creator>Scholtens, Denise M.</creator><creator>Knight, Bridget A.</creator><creator>Evans, David M.</creator><creator>Lowe, William L.</creator><creator>Santorelli, Gillian</creator><creator>Azad, Rafaq</creator><creator>Mason, Dan</creator><creator>Hattersley, Andrew T.</creator><creator>Frayling, Timothy M.</creator><creator>Yaghootkar, Hanieh</creator><creator>Borges, Maria Carolina</creator><creator>Lawlor, Deborah A.</creator><creator>Freathy, Rachel M.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7T5</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4152-2238</orcidid><orcidid>https://orcid.org/0000-0003-0750-8248</orcidid><orcidid>https://orcid.org/0000-0003-4195-775X</orcidid><orcidid>https://orcid.org/0000-0003-0427-1783</orcidid><orcidid>https://orcid.org/0000-0001-7991-2835</orcidid><orcidid>https://orcid.org/0000-0002-6793-2262</orcidid><orcidid>https://orcid.org/0000-0003-0106-8309</orcidid><orcidid>https://orcid.org/0000-0002-9256-6065</orcidid><orcidid>https://orcid.org/0000-0002-2073-0487</orcidid><orcidid>https://orcid.org/0000-0003-0663-4621</orcidid><orcidid>https://orcid.org/0000-0001-8362-2603</orcidid><orcidid>https://orcid.org/0000-0001-5620-473X</orcidid><orcidid>https://orcid.org/0000-0001-7785-4547</orcidid></search><sort><creationdate>20211201</creationdate><title>Higher maternal adiposity reduces offspring birthweight if associated with a metabolically favourable profile</title><author>Thompson, William D. ; Beaumont, Robin N. ; Kuang, Alan ; Warrington, Nicole M. ; Ji, Yingjie ; Tyrrell, Jessica ; Wood, Andrew R. ; Scholtens, Denise M. ; Knight, Bridget A. ; Evans, David M. ; Lowe, William L. ; Santorelli, Gillian ; Azad, Rafaq ; Mason, Dan ; Hattersley, Andrew T. ; Frayling, Timothy M. ; Yaghootkar, Hanieh ; Borges, Maria Carolina ; Lawlor, Deborah A. ; Freathy, Rachel M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-388b73193c03773a65f908ce41d042aa571df511052991e1760e019488a329473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adipose tissue</topic><topic>Adiposity - genetics</topic><topic>Birth Weight</topic><topic>Body fat</topic><topic>Body Mass Index</topic><topic>Cord blood</topic><topic>Female</topic><topic>Fetuses</topic><topic>Genetic diversity</topic><topic>Genome-Wide Association Study</topic><topic>Genomes</topic><topic>Genotypes</topic><topic>Glucose</topic><topic>Human Physiology</topic><topic>Humans</topic><topic>Infant, Newborn</topic><topic>Insulin</topic><topic>Insulin resistance</topic><topic>Internal Medicine</topic><topic>Leptin</topic><topic>Maternal & child health</topic><topic>Mechanical properties</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Metabolic Diseases</topic><topic>Metabolism</topic><topic>Neonates</topic><topic>Pregnancy</topic><topic>Prenatal exposure</topic><topic>Reproducibility of Results</topic><topic>Sensitivity analysis</topic><topic>Single-nucleotide polymorphism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Thompson, William D.</creatorcontrib><creatorcontrib>Beaumont, Robin N.</creatorcontrib><creatorcontrib>Kuang, Alan</creatorcontrib><creatorcontrib>Warrington, Nicole M.</creatorcontrib><creatorcontrib>Ji, Yingjie</creatorcontrib><creatorcontrib>Tyrrell, Jessica</creatorcontrib><creatorcontrib>Wood, Andrew R.</creatorcontrib><creatorcontrib>Scholtens, Denise M.</creatorcontrib><creatorcontrib>Knight, Bridget A.</creatorcontrib><creatorcontrib>Evans, David M.</creatorcontrib><creatorcontrib>Lowe, William L.</creatorcontrib><creatorcontrib>Santorelli, Gillian</creatorcontrib><creatorcontrib>Azad, Rafaq</creatorcontrib><creatorcontrib>Mason, Dan</creatorcontrib><creatorcontrib>Hattersley, Andrew T.</creatorcontrib><creatorcontrib>Frayling, Timothy M.</creatorcontrib><creatorcontrib>Yaghootkar, Hanieh</creatorcontrib><creatorcontrib>Borges, Maria Carolina</creatorcontrib><creatorcontrib>Lawlor, Deborah A.</creatorcontrib><creatorcontrib>Freathy, Rachel M.</creatorcontrib><collection>SpringerOpen</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Diabetologia</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Thompson, William D.</au><au>Beaumont, Robin N.</au><au>Kuang, Alan</au><au>Warrington, Nicole M.</au><au>Ji, Yingjie</au><au>Tyrrell, Jessica</au><au>Wood, Andrew R.</au><au>Scholtens, Denise M.</au><au>Knight, Bridget A.</au><au>Evans, David M.</au><au>Lowe, William L.</au><au>Santorelli, Gillian</au><au>Azad, Rafaq</au><au>Mason, Dan</au><au>Hattersley, Andrew T.</au><au>Frayling, Timothy M.</au><au>Yaghootkar, Hanieh</au><au>Borges, Maria Carolina</au><au>Lawlor, Deborah A.</au><au>Freathy, Rachel M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Higher maternal adiposity reduces offspring birthweight if associated with a metabolically favourable profile</atitle><jtitle>Diabetologia</jtitle><stitle>Diabetologia</stitle><addtitle>Diabetologia</addtitle><date>2021-12-01</date><risdate>2021</risdate><volume>64</volume><issue>12</issue><spage>2790</spage><epage>2802</epage><pages>2790-2802</pages><issn>0012-186X</issn><eissn>1432-0428</eissn><abstract>Aims/hypothesis
Higher maternal BMI during pregnancy is associated with higher offspring birthweight, but it is not known whether this is solely the result of adverse metabolic consequences of higher maternal adiposity, such as maternal insulin resistance and fetal exposure to higher glucose levels, or whether there is any effect of raised adiposity through non-metabolic (e.g. mechanical) factors. We aimed to use genetic variants known to predispose to higher adiposity, coupled with a favourable metabolic profile, in a Mendelian randomisation (MR) study comparing the effect of maternal ‘metabolically favourable adiposity’ on offspring birthweight with the effect of maternal general adiposity (as indexed by BMI).
Methods
To test the causal effects of maternal metabolically favourable adiposity or general adiposity on offspring birthweight, we performed two-sample MR. We used variants identified in large, published genetic-association studies as being associated with either higher adiposity and a favourable metabolic profile, or higher BMI (
n
= 442,278 and
n
= 322,154 for metabolically favourable adiposity and BMI, respectively). We then extracted data on the metabolically favourable adiposity and BMI variants from a large, published genetic-association study of maternal genotype and offspring birthweight controlling for fetal genetic effects (
n
= 406,063 with maternal and/or fetal genotype effect estimates). We used several sensitivity analyses to test the reliability of the results. As secondary analyses, we used data from four cohorts (total
n
= 9323 mother–child pairs) to test the effects of maternal metabolically favourable adiposity or BMI on maternal gestational glucose, anthropometric components of birthweight and cord-blood biomarkers.
Results
Higher maternal adiposity with a favourable metabolic profile was associated with lower offspring birthweight (−94 [95% CI −150, −38] g per 1 SD [6.5%] higher maternal metabolically favourable adiposity,
p
= 0.001). By contrast, higher maternal BMI was associated with higher offspring birthweight (35 [95% CI 16, 53] g per 1 SD [4 kg/m
2
] higher maternal BMI,
p
= 0.0002). Sensitivity analyses were broadly consistent with the main results. There was evidence of outlier SNPs for both exposures; their removal slightly strengthened the metabolically favourable adiposity estimate and made no difference to the BMI estimate. Our secondary analyses found evidence to suggest that a higher maternal metabolically favourable adiposity decreases pregnancy fasting glucose levels while a higher maternal BMI increases them. The effects on neonatal anthropometric traits were consistent with the overall effect on birthweight but the smaller sample sizes for these analyses meant that the effects were imprecisely estimated. We also found evidence to suggest that higher maternal metabolically favourable adiposity decreases cord-blood leptin while higher maternal BMI increases it.
Conclusions/interpretation
Our results show that higher adiposity in mothers does not necessarily lead to higher offspring birthweight. Higher maternal adiposity can lead to lower offspring birthweight if accompanied by a favourable metabolic profile.
Data availability
The data for the genome-wide association studies (GWAS) of BMI are available at
https://portals.broadinstitute.org/collaboration/giant/index.php/GIANT_consortium_data_files
. The data for the GWAS of body fat percentage are available at
https://walker05.u.hpc.mssm.edu
.
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fulltext | fulltext |
identifier | ISSN: 0012-186X |
ispartof | Diabetologia, 2021-12, Vol.64 (12), p.2790-2802 |
issn | 0012-186X 1432-0428 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8563674 |
source | Springer Nature |
subjects | Adipose tissue Adiposity - genetics Birth Weight Body fat Body Mass Index Cord blood Female Fetuses Genetic diversity Genome-Wide Association Study Genomes Genotypes Glucose Human Physiology Humans Infant, Newborn Insulin Insulin resistance Internal Medicine Leptin Maternal & child health Mechanical properties Medicine Medicine & Public Health Metabolic Diseases Metabolism Neonates Pregnancy Prenatal exposure Reproducibility of Results Sensitivity analysis Single-nucleotide polymorphism |
title | Higher maternal adiposity reduces offspring birthweight if associated with a metabolically favourable profile |
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