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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
Main Authors: 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.
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cited_by cdi_FETCH-LOGICAL-c474t-388b73193c03773a65f908ce41d042aa571df511052991e1760e019488a329473
cites cdi_FETCH-LOGICAL-c474t-388b73193c03773a65f908ce41d042aa571df511052991e1760e019488a329473
container_end_page 2802
container_issue 12
container_start_page 2790
container_title Diabetologia
container_volume 64
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
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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 &amp; child health ; Mechanical properties ; Medicine ; Medicine &amp; 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”). 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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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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 &amp; 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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 &amp; Medical Complete (Alumni)</collection><collection>Health &amp; 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 . Graphical abstract</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>34542646</pmid><doi>10.1007/s00125-021-05570-9</doi><tpages>13</tpages><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><oa>free_for_read</oa></addata></record>
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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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