Expression Changes in Epigenetic Gene Pathways Associated With One‐Carbon Nutritional Metabolites in Maternal Blood From Pregnancies Resulting in Autism and Non‐Typical Neurodevelopment
The prenatal period is a critical window for the development of autism spectrum disorder (ASD). The relationship between prenatal nutrients and gestational gene expression in mothers of children later diagnosed with ASD or non‐typical development (Non‐TD) is poorly understood. Maternal blood collect...
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creator | Zhu, Yihui Mordaunt, Charles E. Durbin‐Johnson, Blythe P. Caudill, Marie A. Malysheva, Olga V. Miller, Joshua W. Green, Ralph James, S. Jill Melnyk, Stepan B. Fallin, M. Daniele Hertz‐Picciotto, Irva Schmidt, Rebecca J. LaSalle, Janine M. |
description | The prenatal period is a critical window for the development of autism spectrum disorder (ASD). The relationship between prenatal nutrients and gestational gene expression in mothers of children later diagnosed with ASD or non‐typical development (Non‐TD) is poorly understood. Maternal blood collected prospectively during pregnancy provides insights into the effects of nutrition, particularly one‐carbon metabolites, on gene pathways and neurodevelopment. Genome‐wide transcriptomes were measured with microarrays in 300 maternal blood samples in Markers of Autism Risk in Babies‐Learning Early Signs. Sixteen different one‐carbon metabolites, including folic acid, betaine, 5′‐methyltretrahydrofolate (5‐MeTHF), and dimethylglycine (DMG) were measured. Differential expression analysis and weighted gene correlation network analysis (WGCNA) were used to compare gene expression between children later diagnosed as typical development (TD), Non‐TD and ASD, and to one‐carbon metabolites. Using differential gene expression analysis, six transcripts (TGR‐AS1, SQSTM1, HLA‐C, and RFESD) were associated with child outcomes (ASD, Non‐TD, and TD) with genome‐wide significance. Genes nominally differentially expressed between ASD and TD significantly overlapped with seven high confidence ASD genes. WGCNA identified co‐expressed gene modules significantly correlated with 5‐MeTHF, folic acid, DMG, and betaine. A module enriched in DNA methylation functions showed a suggestive protective association with folic acid/5‐MeTHF concentrations and ASD risk. Maternal plasma betaine and DMG concentrations were associated with a block of co‐expressed genes enriched for adaptive immune, histone modification, and RNA processing functions. These results suggest that the prenatal maternal blood transcriptome is a sensitive indicator of gestational one‐carbon metabolite status and changes relevant to children's later neurodevelopmental outcomes.
Lay Summary
Pregnancy is a time when maternal nutrition could interact with genetic risk for autism spectrum disorder. Blood samples collected during pregnancy from mothers who had a prior child with autism were examined for gene expression and nutrient metabolites, then compared to the diagnosis of the child at age three. Expression differences in gene pathways related to the immune system and gene regulation were observed for pregnancies of children with autism and non‐typical neurodevelopment and were associated with maternal nutrients. |
doi_str_mv | 10.1002/aur.2428 |
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Lay Summary
Pregnancy is a time when maternal nutrition could interact with genetic risk for autism spectrum disorder. Blood samples collected during pregnancy from mothers who had a prior child with autism were examined for gene expression and nutrient metabolites, then compared to the diagnosis of the child at age three. Expression differences in gene pathways related to the immune system and gene regulation were observed for pregnancies of children with autism and non‐typical neurodevelopment and were associated with maternal nutrients.</description><identifier>ISSN: 1939-3792</identifier><identifier>EISSN: 1939-3806</identifier><identifier>DOI: 10.1002/aur.2428</identifier><identifier>PMID: 33159718</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Autism ; autism spectrum disorder ; Babies ; Betaine ; Blood ; Carbon ; Children ; Children & youth ; Confidence ; Correlation analysis ; Deoxyribonucleic acid ; Differential thermal analysis ; Dimethylglycine ; DNA ; DNA methylation ; DNA microarrays ; Epigenetics ; Folic acid ; Gene expression ; Gene regulation ; Genes ; Genomes ; Histocompatibility antigen HLA ; Histones ; Immune system ; maternal blood ; Metabolites ; Modules ; Network analysis ; Neurodevelopment ; Nutrients ; Nutrition ; OMICS ; one‐carbon metabolites ; Pregnancy ; prenatal ; Risk ; RNA modification ; RNA processing ; transcriptome ; Transcriptomes ; Vitamin B</subject><ispartof>Autism research, 2021-01, Vol.14 (1), p.11-28</ispartof><rights>2020 The Authors. published by International Society for Autism Research and Wiley Periodicals LLC.</rights><rights>2020 The Authors. Autism Research published by International Society for Autism Research and Wiley Periodicals LLC.</rights><rights>2020. This article is published under http://creativecommons.org/licenses/by-nc-nd/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-c4388-7241fb9a0b4048d148147a41c93d72cf567a5ef0b678a6e2a6a75cc949602873</citedby><cites>FETCH-LOGICAL-c4388-7241fb9a0b4048d148147a41c93d72cf567a5ef0b678a6e2a6a75cc949602873</cites><orcidid>0000-0003-1582-2747 ; 0000-0002-5405-9994 ; 0000-0002-3480-2031 ; 0000-0001-6952-2390</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Faur.2428$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Faur.2428$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33159718$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhu, Yihui</creatorcontrib><creatorcontrib>Mordaunt, Charles E.</creatorcontrib><creatorcontrib>Durbin‐Johnson, Blythe P.</creatorcontrib><creatorcontrib>Caudill, Marie A.</creatorcontrib><creatorcontrib>Malysheva, Olga V.</creatorcontrib><creatorcontrib>Miller, Joshua W.</creatorcontrib><creatorcontrib>Green, Ralph</creatorcontrib><creatorcontrib>James, S. Jill</creatorcontrib><creatorcontrib>Melnyk, Stepan B.</creatorcontrib><creatorcontrib>Fallin, M. Daniele</creatorcontrib><creatorcontrib>Hertz‐Picciotto, Irva</creatorcontrib><creatorcontrib>Schmidt, Rebecca J.</creatorcontrib><creatorcontrib>LaSalle, Janine M.</creatorcontrib><title>Expression Changes in Epigenetic Gene Pathways Associated With One‐Carbon Nutritional Metabolites in Maternal Blood From Pregnancies Resulting in Autism and Non‐Typical Neurodevelopment</title><title>Autism research</title><addtitle>Autism Res</addtitle><description>The prenatal period is a critical window for the development of autism spectrum disorder (ASD). The relationship between prenatal nutrients and gestational gene expression in mothers of children later diagnosed with ASD or non‐typical development (Non‐TD) is poorly understood. Maternal blood collected prospectively during pregnancy provides insights into the effects of nutrition, particularly one‐carbon metabolites, on gene pathways and neurodevelopment. Genome‐wide transcriptomes were measured with microarrays in 300 maternal blood samples in Markers of Autism Risk in Babies‐Learning Early Signs. Sixteen different one‐carbon metabolites, including folic acid, betaine, 5′‐methyltretrahydrofolate (5‐MeTHF), and dimethylglycine (DMG) were measured. Differential expression analysis and weighted gene correlation network analysis (WGCNA) were used to compare gene expression between children later diagnosed as typical development (TD), Non‐TD and ASD, and to one‐carbon metabolites. Using differential gene expression analysis, six transcripts (TGR‐AS1, SQSTM1, HLA‐C, and RFESD) were associated with child outcomes (ASD, Non‐TD, and TD) with genome‐wide significance. Genes nominally differentially expressed between ASD and TD significantly overlapped with seven high confidence ASD genes. WGCNA identified co‐expressed gene modules significantly correlated with 5‐MeTHF, folic acid, DMG, and betaine. A module enriched in DNA methylation functions showed a suggestive protective association with folic acid/5‐MeTHF concentrations and ASD risk. Maternal plasma betaine and DMG concentrations were associated with a block of co‐expressed genes enriched for adaptive immune, histone modification, and RNA processing functions. These results suggest that the prenatal maternal blood transcriptome is a sensitive indicator of gestational one‐carbon metabolite status and changes relevant to children's later neurodevelopmental outcomes.
Lay Summary
Pregnancy is a time when maternal nutrition could interact with genetic risk for autism spectrum disorder. Blood samples collected during pregnancy from mothers who had a prior child with autism were examined for gene expression and nutrient metabolites, then compared to the diagnosis of the child at age three. Expression differences in gene pathways related to the immune system and gene regulation were observed for pregnancies of children with autism and non‐typical neurodevelopment and were associated with maternal nutrients.</description><subject>Autism</subject><subject>autism spectrum disorder</subject><subject>Babies</subject><subject>Betaine</subject><subject>Blood</subject><subject>Carbon</subject><subject>Children</subject><subject>Children & youth</subject><subject>Confidence</subject><subject>Correlation analysis</subject><subject>Deoxyribonucleic acid</subject><subject>Differential thermal analysis</subject><subject>Dimethylglycine</subject><subject>DNA</subject><subject>DNA methylation</subject><subject>DNA microarrays</subject><subject>Epigenetics</subject><subject>Folic acid</subject><subject>Gene expression</subject><subject>Gene regulation</subject><subject>Genes</subject><subject>Genomes</subject><subject>Histocompatibility antigen HLA</subject><subject>Histones</subject><subject>Immune system</subject><subject>maternal blood</subject><subject>Metabolites</subject><subject>Modules</subject><subject>Network analysis</subject><subject>Neurodevelopment</subject><subject>Nutrients</subject><subject>Nutrition</subject><subject>OMICS</subject><subject>one‐carbon metabolites</subject><subject>Pregnancy</subject><subject>prenatal</subject><subject>Risk</subject><subject>RNA modification</subject><subject>RNA processing</subject><subject>transcriptome</subject><subject>Transcriptomes</subject><subject>Vitamin B</subject><issn>1939-3792</issn><issn>1939-3806</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><recordid>eNp1ks9u1DAQhyMEoqUg8QTIEhcuW2zHiZ0L0rLaFqR2W1WLOFqOM7vrKrFT22nZWx-hL8TL8CQ4bFv-SJzGsr_5ZmT9suw1wYcEY_peDf6QMiqeZPukyqtJLnD59OHMK7qXvQjhEuMS5wV9nu3lOSkqTsR-9n3-rfcQgnEWzTbKriEgY9G8N2uwEI1Gx6micxU3N2ob0DQEp42K0KCvJm7QmYUft3cz5eskWAzRm5hUqkWnEFXtWhN3wtPU4sf7j61zDTryrkPnHtZWWW0ScgFhaKOx6xGeDtGEDinboIWzyb_c9kan5gUM3jVwDa3rO7DxZfZspdoAr-7rQbY8mi9nnyYnZ8efZ9OTiWa5EBNOGVnVlcI1w0w0hAnCuGJEV3nDqV4VJVcFrHBdcqFKoKpUvNC6YlWJqeD5QfZhp-2HuoNGp8letbL3plN-K50y8u8XazZy7a4lFxUjxSh4dy_w7mqAEGVngoa2VRbcECRlhUhLUl4l9O0_6KUbxp8bKUELjElR_hZq70LwsHpchmA5RkKmSMgxEgl98-fyj-BDBhIw2QE3poXtf0Vy-uXil_AnPmzF9w</recordid><startdate>202101</startdate><enddate>202101</enddate><creator>Zhu, Yihui</creator><creator>Mordaunt, Charles E.</creator><creator>Durbin‐Johnson, Blythe P.</creator><creator>Caudill, Marie A.</creator><creator>Malysheva, Olga V.</creator><creator>Miller, Joshua W.</creator><creator>Green, Ralph</creator><creator>James, S. Jill</creator><creator>Melnyk, Stepan B.</creator><creator>Fallin, M. Daniele</creator><creator>Hertz‐Picciotto, Irva</creator><creator>Schmidt, Rebecca J.</creator><creator>LaSalle, Janine M.</creator><general>John Wiley & Sons, Inc</general><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>WIN</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1582-2747</orcidid><orcidid>https://orcid.org/0000-0002-5405-9994</orcidid><orcidid>https://orcid.org/0000-0002-3480-2031</orcidid><orcidid>https://orcid.org/0000-0001-6952-2390</orcidid></search><sort><creationdate>202101</creationdate><title>Expression Changes in Epigenetic Gene Pathways Associated With One‐Carbon Nutritional Metabolites in Maternal Blood From Pregnancies Resulting in Autism and Non‐Typical Neurodevelopment</title><author>Zhu, Yihui ; Mordaunt, Charles E. ; Durbin‐Johnson, Blythe P. ; Caudill, Marie A. ; Malysheva, Olga V. ; Miller, Joshua W. ; Green, Ralph ; James, S. Jill ; Melnyk, Stepan B. ; Fallin, M. Daniele ; Hertz‐Picciotto, Irva ; Schmidt, Rebecca J. ; LaSalle, Janine M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4388-7241fb9a0b4048d148147a41c93d72cf567a5ef0b678a6e2a6a75cc949602873</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Autism</topic><topic>autism spectrum disorder</topic><topic>Babies</topic><topic>Betaine</topic><topic>Blood</topic><topic>Carbon</topic><topic>Children</topic><topic>Children & youth</topic><topic>Confidence</topic><topic>Correlation analysis</topic><topic>Deoxyribonucleic acid</topic><topic>Differential thermal analysis</topic><topic>Dimethylglycine</topic><topic>DNA</topic><topic>DNA methylation</topic><topic>DNA microarrays</topic><topic>Epigenetics</topic><topic>Folic acid</topic><topic>Gene expression</topic><topic>Gene regulation</topic><topic>Genes</topic><topic>Genomes</topic><topic>Histocompatibility antigen HLA</topic><topic>Histones</topic><topic>Immune system</topic><topic>maternal blood</topic><topic>Metabolites</topic><topic>Modules</topic><topic>Network analysis</topic><topic>Neurodevelopment</topic><topic>Nutrients</topic><topic>Nutrition</topic><topic>OMICS</topic><topic>one‐carbon metabolites</topic><topic>Pregnancy</topic><topic>prenatal</topic><topic>Risk</topic><topic>RNA modification</topic><topic>RNA processing</topic><topic>transcriptome</topic><topic>Transcriptomes</topic><topic>Vitamin B</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhu, Yihui</creatorcontrib><creatorcontrib>Mordaunt, Charles E.</creatorcontrib><creatorcontrib>Durbin‐Johnson, Blythe P.</creatorcontrib><creatorcontrib>Caudill, Marie A.</creatorcontrib><creatorcontrib>Malysheva, Olga V.</creatorcontrib><creatorcontrib>Miller, Joshua W.</creatorcontrib><creatorcontrib>Green, Ralph</creatorcontrib><creatorcontrib>James, S. 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Daniele</creatorcontrib><creatorcontrib>Hertz‐Picciotto, Irva</creatorcontrib><creatorcontrib>Schmidt, Rebecca J.</creatorcontrib><creatorcontrib>LaSalle, Janine M.</creatorcontrib><collection>Wiley Online Library (Open Access Collection)</collection><collection>Wiley Online Library (Open Access Collection)</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Autism research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhu, Yihui</au><au>Mordaunt, Charles E.</au><au>Durbin‐Johnson, Blythe P.</au><au>Caudill, Marie A.</au><au>Malysheva, Olga V.</au><au>Miller, Joshua W.</au><au>Green, Ralph</au><au>James, S. Jill</au><au>Melnyk, Stepan B.</au><au>Fallin, M. Daniele</au><au>Hertz‐Picciotto, Irva</au><au>Schmidt, Rebecca J.</au><au>LaSalle, Janine M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Expression Changes in Epigenetic Gene Pathways Associated With One‐Carbon Nutritional Metabolites in Maternal Blood From Pregnancies Resulting in Autism and Non‐Typical Neurodevelopment</atitle><jtitle>Autism research</jtitle><addtitle>Autism Res</addtitle><date>2021-01</date><risdate>2021</risdate><volume>14</volume><issue>1</issue><spage>11</spage><epage>28</epage><pages>11-28</pages><issn>1939-3792</issn><eissn>1939-3806</eissn><abstract>The prenatal period is a critical window for the development of autism spectrum disorder (ASD). The relationship between prenatal nutrients and gestational gene expression in mothers of children later diagnosed with ASD or non‐typical development (Non‐TD) is poorly understood. Maternal blood collected prospectively during pregnancy provides insights into the effects of nutrition, particularly one‐carbon metabolites, on gene pathways and neurodevelopment. Genome‐wide transcriptomes were measured with microarrays in 300 maternal blood samples in Markers of Autism Risk in Babies‐Learning Early Signs. Sixteen different one‐carbon metabolites, including folic acid, betaine, 5′‐methyltretrahydrofolate (5‐MeTHF), and dimethylglycine (DMG) were measured. Differential expression analysis and weighted gene correlation network analysis (WGCNA) were used to compare gene expression between children later diagnosed as typical development (TD), Non‐TD and ASD, and to one‐carbon metabolites. Using differential gene expression analysis, six transcripts (TGR‐AS1, SQSTM1, HLA‐C, and RFESD) were associated with child outcomes (ASD, Non‐TD, and TD) with genome‐wide significance. Genes nominally differentially expressed between ASD and TD significantly overlapped with seven high confidence ASD genes. WGCNA identified co‐expressed gene modules significantly correlated with 5‐MeTHF, folic acid, DMG, and betaine. A module enriched in DNA methylation functions showed a suggestive protective association with folic acid/5‐MeTHF concentrations and ASD risk. Maternal plasma betaine and DMG concentrations were associated with a block of co‐expressed genes enriched for adaptive immune, histone modification, and RNA processing functions. These results suggest that the prenatal maternal blood transcriptome is a sensitive indicator of gestational one‐carbon metabolite status and changes relevant to children's later neurodevelopmental outcomes.
Lay Summary
Pregnancy is a time when maternal nutrition could interact with genetic risk for autism spectrum disorder. Blood samples collected during pregnancy from mothers who had a prior child with autism were examined for gene expression and nutrient metabolites, then compared to the diagnosis of the child at age three. Expression differences in gene pathways related to the immune system and gene regulation were observed for pregnancies of children with autism and non‐typical neurodevelopment and were associated with maternal nutrients.</abstract><cop>Hoboken, USA</cop><pub>John Wiley & Sons, Inc</pub><pmid>33159718</pmid><doi>10.1002/aur.2428</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0003-1582-2747</orcidid><orcidid>https://orcid.org/0000-0002-5405-9994</orcidid><orcidid>https://orcid.org/0000-0002-3480-2031</orcidid><orcidid>https://orcid.org/0000-0001-6952-2390</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Autism autism spectrum disorder Babies Betaine Blood Carbon Children Children & youth Confidence Correlation analysis Deoxyribonucleic acid Differential thermal analysis Dimethylglycine DNA DNA methylation DNA microarrays Epigenetics Folic acid Gene expression Gene regulation Genes Genomes Histocompatibility antigen HLA Histones Immune system maternal blood Metabolites Modules Network analysis Neurodevelopment Nutrients Nutrition OMICS one‐carbon metabolites Pregnancy prenatal Risk RNA modification RNA processing transcriptome Transcriptomes Vitamin B |
title | Expression Changes in Epigenetic Gene Pathways Associated With One‐Carbon Nutritional Metabolites in Maternal Blood From Pregnancies Resulting in Autism and Non‐Typical Neurodevelopment |
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