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Neonatal diet alters fecal microbiota and metabolome profiles at different ages in infants fed breast milk or formula
Neonatal diet has a large influence on child health and might modulate changes in fecal microbiota and metabolites. The aim is to investigate fecal microbiota and metabolites at different ages in infants who were breastfed (BF), received dairy-based milk formula (MF), or received soy-based formula (...
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Published in: | The American journal of clinical nutrition 2020-06, Vol.111 (6), p.1190-1202 |
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creator | Brink, Lauren R Mercer, Kelly E Piccolo, Brian D Chintapalli, Sree V Elolimy, Ahmed Bowlin, Anne K Matazel, Katelin S Pack, Lindsay Adams, Sean H Shankar, Kartik Badger, Thomas M Andres, Aline Yeruva, Laxmi |
description | Neonatal diet has a large influence on child health and might modulate changes in fecal microbiota and metabolites.
The aim is to investigate fecal microbiota and metabolites at different ages in infants who were breastfed (BF), received dairy-based milk formula (MF), or received soy-based formula (SF).
Fecal samples were collected at 3 (n = 16, 12, and 14, respectively), 6 (n = 20, 19, and 15, respectively), 9 (n = 12, 11, and 12, respectively), and 12 mo (n = 14, 14, and 15, respectively) for BF, MF, and SF infants. Infants that breastfed until 9 mo and switched to formula were considered as no longer breastfeeding at 12 mo. Microbiota data were obtained using 16S ribosomal RNA sequencing. Untargeted metabolomics was conducted using a Q-Exactive Hybrid Quadrupole-Orbitrap mass spectrometer. The data were analyzed using R (version 3.6.0) within the RStudio (version 1.1.463) platform.
At 3, 6, and 9 mo of age BF infants had the lowest α-diversity, SF infants had the highest diversity, and MF was intermediate. Bifidobacterium was 2.6- to 5-fold lower in SF relative to BF infants through 1 y of life. An unidentified genus from Ruminococcaceae higher in the SF (2%) than in the MF (0.4%) and BF (0.08%) infants at 3 mo of age was observed. In BF infants higher levels of butyric acid, d-sphingosine, kynurenic acid, indole-3-lactic acid, indole-3-acetic acid, and betaine were observed than in MF and SF infants. At 3 mo Ruminococcaceae was positively correlated to azelaic, gentisic, isocitric, sebacic, and syringic acids. At 6 mo Oscillospira was negatively correlated with 3-hydroxybutyric-acid, hydroxy-hydrocinnamic acid, and betaine whereas Bifidobacterium was negatively associated with 5-hydroxytryptamine. At 12 mo of age, Lachnospiraceae was negatively associated with hydroxyphenyllactic acid.
Infant diet has a large impact on the fecal microbiome and metabolome in the first year of life. This study was registered at clinicaltrials.gov as NCT00616395. |
doi_str_mv | 10.1093/ajcn/nqaa076 |
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The aim is to investigate fecal microbiota and metabolites at different ages in infants who were breastfed (BF), received dairy-based milk formula (MF), or received soy-based formula (SF).
Fecal samples were collected at 3 (n = 16, 12, and 14, respectively), 6 (n = 20, 19, and 15, respectively), 9 (n = 12, 11, and 12, respectively), and 12 mo (n = 14, 14, and 15, respectively) for BF, MF, and SF infants. Infants that breastfed until 9 mo and switched to formula were considered as no longer breastfeeding at 12 mo. Microbiota data were obtained using 16S ribosomal RNA sequencing. Untargeted metabolomics was conducted using a Q-Exactive Hybrid Quadrupole-Orbitrap mass spectrometer. The data were analyzed using R (version 3.6.0) within the RStudio (version 1.1.463) platform.
At 3, 6, and 9 mo of age BF infants had the lowest α-diversity, SF infants had the highest diversity, and MF was intermediate. Bifidobacterium was 2.6- to 5-fold lower in SF relative to BF infants through 1 y of life. An unidentified genus from Ruminococcaceae higher in the SF (2%) than in the MF (0.4%) and BF (0.08%) infants at 3 mo of age was observed. In BF infants higher levels of butyric acid, d-sphingosine, kynurenic acid, indole-3-lactic acid, indole-3-acetic acid, and betaine were observed than in MF and SF infants. At 3 mo Ruminococcaceae was positively correlated to azelaic, gentisic, isocitric, sebacic, and syringic acids. At 6 mo Oscillospira was negatively correlated with 3-hydroxybutyric-acid, hydroxy-hydrocinnamic acid, and betaine whereas Bifidobacterium was negatively associated with 5-hydroxytryptamine. At 12 mo of age, Lachnospiraceae was negatively associated with hydroxyphenyllactic acid.
Infant diet has a large impact on the fecal microbiome and metabolome in the first year of life. This study was registered at clinicaltrials.gov as NCT00616395.</description><identifier>ISSN: 0002-9165</identifier><identifier>EISSN: 1938-3207</identifier><identifier>DOI: 10.1093/ajcn/nqaa076</identifier><identifier>PMID: 32330237</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Acetic acid ; Acids ; Age ; Animals ; Baby foods ; Bacteria - classification ; Bacteria - genetics ; Bacteria - isolation & purification ; Betaine ; Bifidobacterium ; Bottle Feeding ; Breast Feeding ; Breast milk ; breastfeeding ; Breastfeeding & lactation ; Butyric acid ; Diet ; Fecal microflora ; Feces ; Feces - microbiology ; Female ; formula diets ; Gastrointestinal Microbiome ; Gene sequencing ; Humans ; Hydrocinnamic acid ; immune system ; Indoleacetic acid ; Infant ; Infant Formula - analysis ; Infants ; Kynurenic acid ; Lactic acid ; Male ; Metabolites ; Metabolome ; Metabolomics ; Microbiomes ; Microbiota ; Milk ; Milk, Human - metabolism ; Neonates ; Newborn babies ; Original Research Communications ; Quadrupoles ; rRNA 16S ; Ruminococcaceae ; Serotonin</subject><ispartof>The American journal of clinical nutrition, 2020-06, Vol.111 (6), p.1190-1202</ispartof><rights>2020 American Society for Nutrition.</rights><rights>Copyright © The Author(s) on behalf of the American Society for Nutrition 2020. 2020</rights><rights>Copyright © The Author(s) on behalf of the American Society for Nutrition 2020.</rights><rights>Copyright American Society for Clinical Nutrition, Inc. Jun 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c491t-636f2d5d240855a91687b8c9c1dd81ebdc987dbf8dbdd14fc4079aec8333d2893</citedby><cites>FETCH-LOGICAL-c491t-636f2d5d240855a91687b8c9c1dd81ebdc987dbf8dbdd14fc4079aec8333d2893</cites><orcidid>0000-0003-2611-2193</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0002916522011261$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,3549,27924,27925,45780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32330237$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Brink, Lauren R</creatorcontrib><creatorcontrib>Mercer, Kelly E</creatorcontrib><creatorcontrib>Piccolo, Brian D</creatorcontrib><creatorcontrib>Chintapalli, Sree V</creatorcontrib><creatorcontrib>Elolimy, Ahmed</creatorcontrib><creatorcontrib>Bowlin, Anne K</creatorcontrib><creatorcontrib>Matazel, Katelin S</creatorcontrib><creatorcontrib>Pack, Lindsay</creatorcontrib><creatorcontrib>Adams, Sean H</creatorcontrib><creatorcontrib>Shankar, Kartik</creatorcontrib><creatorcontrib>Badger, Thomas M</creatorcontrib><creatorcontrib>Andres, Aline</creatorcontrib><creatorcontrib>Yeruva, Laxmi</creatorcontrib><title>Neonatal diet alters fecal microbiota and metabolome profiles at different ages in infants fed breast milk or formula</title><title>The American journal of clinical nutrition</title><addtitle>Am J Clin Nutr</addtitle><description>Neonatal diet has a large influence on child health and might modulate changes in fecal microbiota and metabolites.
The aim is to investigate fecal microbiota and metabolites at different ages in infants who were breastfed (BF), received dairy-based milk formula (MF), or received soy-based formula (SF).
Fecal samples were collected at 3 (n = 16, 12, and 14, respectively), 6 (n = 20, 19, and 15, respectively), 9 (n = 12, 11, and 12, respectively), and 12 mo (n = 14, 14, and 15, respectively) for BF, MF, and SF infants. Infants that breastfed until 9 mo and switched to formula were considered as no longer breastfeeding at 12 mo. Microbiota data were obtained using 16S ribosomal RNA sequencing. Untargeted metabolomics was conducted using a Q-Exactive Hybrid Quadrupole-Orbitrap mass spectrometer. The data were analyzed using R (version 3.6.0) within the RStudio (version 1.1.463) platform.
At 3, 6, and 9 mo of age BF infants had the lowest α-diversity, SF infants had the highest diversity, and MF was intermediate. Bifidobacterium was 2.6- to 5-fold lower in SF relative to BF infants through 1 y of life. An unidentified genus from Ruminococcaceae higher in the SF (2%) than in the MF (0.4%) and BF (0.08%) infants at 3 mo of age was observed. In BF infants higher levels of butyric acid, d-sphingosine, kynurenic acid, indole-3-lactic acid, indole-3-acetic acid, and betaine were observed than in MF and SF infants. At 3 mo Ruminococcaceae was positively correlated to azelaic, gentisic, isocitric, sebacic, and syringic acids. At 6 mo Oscillospira was negatively correlated with 3-hydroxybutyric-acid, hydroxy-hydrocinnamic acid, and betaine whereas Bifidobacterium was negatively associated with 5-hydroxytryptamine. At 12 mo of age, Lachnospiraceae was negatively associated with hydroxyphenyllactic acid.
Infant diet has a large impact on the fecal microbiome and metabolome in the first year of life. This study was registered at clinicaltrials.gov as NCT00616395.</description><subject>Acetic acid</subject><subject>Acids</subject><subject>Age</subject><subject>Animals</subject><subject>Baby foods</subject><subject>Bacteria - classification</subject><subject>Bacteria - genetics</subject><subject>Bacteria - isolation & purification</subject><subject>Betaine</subject><subject>Bifidobacterium</subject><subject>Bottle Feeding</subject><subject>Breast Feeding</subject><subject>Breast milk</subject><subject>breastfeeding</subject><subject>Breastfeeding & lactation</subject><subject>Butyric acid</subject><subject>Diet</subject><subject>Fecal microflora</subject><subject>Feces</subject><subject>Feces - microbiology</subject><subject>Female</subject><subject>formula diets</subject><subject>Gastrointestinal Microbiome</subject><subject>Gene sequencing</subject><subject>Humans</subject><subject>Hydrocinnamic acid</subject><subject>immune system</subject><subject>Indoleacetic acid</subject><subject>Infant</subject><subject>Infant Formula - analysis</subject><subject>Infants</subject><subject>Kynurenic acid</subject><subject>Lactic acid</subject><subject>Male</subject><subject>Metabolites</subject><subject>Metabolome</subject><subject>Metabolomics</subject><subject>Microbiomes</subject><subject>Microbiota</subject><subject>Milk</subject><subject>Milk, Human - metabolism</subject><subject>Neonates</subject><subject>Newborn babies</subject><subject>Original Research Communications</subject><subject>Quadrupoles</subject><subject>rRNA 16S</subject><subject>Ruminococcaceae</subject><subject>Serotonin</subject><issn>0002-9165</issn><issn>1938-3207</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqFkc1rVDEUxYModlrduZaAC7twbL4mL29TkOIXFN3oOuQlNzVjXjJN8gr-92aYsagIQiBw87sn99yD0DNKXlMy8guzteki3RpDBvkArejI1ZozMjxEK0IIW49Ubk7Qaa1bQigTSj5GJ5xxThgfVmj5BDmZZiJ2ARo2sUGp2IPtlTnYkqeQm8EmOTxDM1OOeQa8K9mHCBWb1vu8hwKpN9_0Skj9eJPaXsXhqYCprUvF7zgX7HOZl2ieoEfexApPj_cZ-vru7ZerD-vrz-8_Xr25Xlsx0raWXHrmNo4JojYb052oYVJ2tNQ5RWFydlSDm7xyk3NUeCvIMBqwinPumBr5Gbo86O6WaQZn-5TFRL0rYTblh84m6D9fUvimb_KdHpiUUokucH4UKPl2gdr0HKqFGE2CvFTN-Cj6P4Krjr74C93mpaRuTzNBBaGD4LJTrw5UX22tBfz9MJTofZ56n6c-5tnx578buId_BdiBlwcgL7v_SckDCX3hdwGKrjZAsuBCAdu0y-HfjT8BhRTATA</recordid><startdate>20200601</startdate><enddate>20200601</enddate><creator>Brink, Lauren R</creator><creator>Mercer, Kelly E</creator><creator>Piccolo, Brian D</creator><creator>Chintapalli, Sree V</creator><creator>Elolimy, Ahmed</creator><creator>Bowlin, Anne K</creator><creator>Matazel, Katelin S</creator><creator>Pack, Lindsay</creator><creator>Adams, Sean H</creator><creator>Shankar, Kartik</creator><creator>Badger, Thomas M</creator><creator>Andres, Aline</creator><creator>Yeruva, Laxmi</creator><general>Elsevier Inc</general><general>Oxford University Press</general><general>American Society for Clinical Nutrition, Inc</general><scope>6I.</scope><scope>AAFTH</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>7QP</scope><scope>7T7</scope><scope>7TS</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2611-2193</orcidid></search><sort><creationdate>20200601</creationdate><title>Neonatal diet alters fecal microbiota and metabolome profiles at different ages in infants fed breast milk or formula</title><author>Brink, Lauren R ; Mercer, Kelly E ; Piccolo, Brian D ; Chintapalli, Sree V ; Elolimy, Ahmed ; Bowlin, Anne K ; Matazel, Katelin S ; Pack, Lindsay ; Adams, Sean H ; Shankar, Kartik ; Badger, Thomas M ; Andres, Aline ; Yeruva, Laxmi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c491t-636f2d5d240855a91687b8c9c1dd81ebdc987dbf8dbdd14fc4079aec8333d2893</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Acetic acid</topic><topic>Acids</topic><topic>Age</topic><topic>Animals</topic><topic>Baby foods</topic><topic>Bacteria - classification</topic><topic>Bacteria - genetics</topic><topic>Bacteria - isolation & purification</topic><topic>Betaine</topic><topic>Bifidobacterium</topic><topic>Bottle Feeding</topic><topic>Breast Feeding</topic><topic>Breast milk</topic><topic>breastfeeding</topic><topic>Breastfeeding & lactation</topic><topic>Butyric acid</topic><topic>Diet</topic><topic>Fecal microflora</topic><topic>Feces</topic><topic>Feces - microbiology</topic><topic>Female</topic><topic>formula diets</topic><topic>Gastrointestinal Microbiome</topic><topic>Gene sequencing</topic><topic>Humans</topic><topic>Hydrocinnamic acid</topic><topic>immune system</topic><topic>Indoleacetic acid</topic><topic>Infant</topic><topic>Infant Formula - analysis</topic><topic>Infants</topic><topic>Kynurenic acid</topic><topic>Lactic acid</topic><topic>Male</topic><topic>Metabolites</topic><topic>Metabolome</topic><topic>Metabolomics</topic><topic>Microbiomes</topic><topic>Microbiota</topic><topic>Milk</topic><topic>Milk, Human - metabolism</topic><topic>Neonates</topic><topic>Newborn babies</topic><topic>Original Research Communications</topic><topic>Quadrupoles</topic><topic>rRNA 16S</topic><topic>Ruminococcaceae</topic><topic>Serotonin</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Brink, Lauren R</creatorcontrib><creatorcontrib>Mercer, Kelly E</creatorcontrib><creatorcontrib>Piccolo, Brian D</creatorcontrib><creatorcontrib>Chintapalli, Sree V</creatorcontrib><creatorcontrib>Elolimy, Ahmed</creatorcontrib><creatorcontrib>Bowlin, Anne K</creatorcontrib><creatorcontrib>Matazel, Katelin S</creatorcontrib><creatorcontrib>Pack, Lindsay</creatorcontrib><creatorcontrib>Adams, Sean H</creatorcontrib><creatorcontrib>Shankar, Kartik</creatorcontrib><creatorcontrib>Badger, Thomas M</creatorcontrib><creatorcontrib>Andres, Aline</creatorcontrib><creatorcontrib>Yeruva, Laxmi</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Physical Education Index</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The American journal of clinical nutrition</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Brink, Lauren R</au><au>Mercer, Kelly E</au><au>Piccolo, Brian D</au><au>Chintapalli, Sree V</au><au>Elolimy, Ahmed</au><au>Bowlin, Anne K</au><au>Matazel, Katelin S</au><au>Pack, Lindsay</au><au>Adams, Sean H</au><au>Shankar, Kartik</au><au>Badger, Thomas M</au><au>Andres, Aline</au><au>Yeruva, Laxmi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Neonatal diet alters fecal microbiota and metabolome profiles at different ages in infants fed breast milk or formula</atitle><jtitle>The American journal of clinical nutrition</jtitle><addtitle>Am J Clin Nutr</addtitle><date>2020-06-01</date><risdate>2020</risdate><volume>111</volume><issue>6</issue><spage>1190</spage><epage>1202</epage><pages>1190-1202</pages><issn>0002-9165</issn><eissn>1938-3207</eissn><abstract>Neonatal diet has a large influence on child health and might modulate changes in fecal microbiota and metabolites.
The aim is to investigate fecal microbiota and metabolites at different ages in infants who were breastfed (BF), received dairy-based milk formula (MF), or received soy-based formula (SF).
Fecal samples were collected at 3 (n = 16, 12, and 14, respectively), 6 (n = 20, 19, and 15, respectively), 9 (n = 12, 11, and 12, respectively), and 12 mo (n = 14, 14, and 15, respectively) for BF, MF, and SF infants. Infants that breastfed until 9 mo and switched to formula were considered as no longer breastfeeding at 12 mo. Microbiota data were obtained using 16S ribosomal RNA sequencing. Untargeted metabolomics was conducted using a Q-Exactive Hybrid Quadrupole-Orbitrap mass spectrometer. The data were analyzed using R (version 3.6.0) within the RStudio (version 1.1.463) platform.
At 3, 6, and 9 mo of age BF infants had the lowest α-diversity, SF infants had the highest diversity, and MF was intermediate. Bifidobacterium was 2.6- to 5-fold lower in SF relative to BF infants through 1 y of life. An unidentified genus from Ruminococcaceae higher in the SF (2%) than in the MF (0.4%) and BF (0.08%) infants at 3 mo of age was observed. In BF infants higher levels of butyric acid, d-sphingosine, kynurenic acid, indole-3-lactic acid, indole-3-acetic acid, and betaine were observed than in MF and SF infants. At 3 mo Ruminococcaceae was positively correlated to azelaic, gentisic, isocitric, sebacic, and syringic acids. At 6 mo Oscillospira was negatively correlated with 3-hydroxybutyric-acid, hydroxy-hydrocinnamic acid, and betaine whereas Bifidobacterium was negatively associated with 5-hydroxytryptamine. At 12 mo of age, Lachnospiraceae was negatively associated with hydroxyphenyllactic acid.
Infant diet has a large impact on the fecal microbiome and metabolome in the first year of life. This study was registered at clinicaltrials.gov as NCT00616395.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>32330237</pmid><doi>10.1093/ajcn/nqaa076</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0003-2611-2193</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Acetic acid Acids Age Animals Baby foods Bacteria - classification Bacteria - genetics Bacteria - isolation & purification Betaine Bifidobacterium Bottle Feeding Breast Feeding Breast milk breastfeeding Breastfeeding & lactation Butyric acid Diet Fecal microflora Feces Feces - microbiology Female formula diets Gastrointestinal Microbiome Gene sequencing Humans Hydrocinnamic acid immune system Indoleacetic acid Infant Infant Formula - analysis Infants Kynurenic acid Lactic acid Male Metabolites Metabolome Metabolomics Microbiomes Microbiota Milk Milk, Human - metabolism Neonates Newborn babies Original Research Communications Quadrupoles rRNA 16S Ruminococcaceae Serotonin |
title | Neonatal diet alters fecal microbiota and metabolome profiles at different ages in infants fed breast milk or formula |
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