Cargando…

Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses

Background: The gut microbiome and fecal metabolites of breastfed infants changes during lactation, and are influenced by breast milk components. This study aimed to investigate dynamic associations of milk components with the infant gut microbiome and fecal metabolites throughout the lactation peri...

Descripción completa

Detalles Bibliográficos
Autores principales: Komatsu, Yosuke, Kumakura, Daiki, Seto, Namiko, Izumi, Hirohisa, Takeda, Yasuhiro, Ohnishi, Yuki, Nakaoka, Shinji, Aizawa, Tomoyasu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8780135/
https://www.ncbi.nlm.nih.gov/pubmed/35071301
http://dx.doi.org/10.3389/fnut.2021.813690
_version_ 1784637757970186240
author Komatsu, Yosuke
Kumakura, Daiki
Seto, Namiko
Izumi, Hirohisa
Takeda, Yasuhiro
Ohnishi, Yuki
Nakaoka, Shinji
Aizawa, Tomoyasu
author_facet Komatsu, Yosuke
Kumakura, Daiki
Seto, Namiko
Izumi, Hirohisa
Takeda, Yasuhiro
Ohnishi, Yuki
Nakaoka, Shinji
Aizawa, Tomoyasu
author_sort Komatsu, Yosuke
collection PubMed
description Background: The gut microbiome and fecal metabolites of breastfed infants changes during lactation, and are influenced by breast milk components. This study aimed to investigate dynamic associations of milk components with the infant gut microbiome and fecal metabolites throughout the lactation period in a mother–infant model. Methods: One month after delivery, breast milk and subsequent infant feces were collected in a pair for 5 months from a mother and an exclusively breastfed infant. Composition of the fecal microbiome was determined with 16S rRNA sequencing. Low-molecular-weight metabolites, including human milk oligosaccharides (HMOs), and antibacterial proteins were measured in feces and milk using (1)H NMR metabolomics and enzyme-linked immunosorbent assays. The association of milk bioactive components with the infant gut microbiome and fecal metabolites was determined with Python clustering and correlation analyses. Results: The HMOs in milk did not fluctuate throughout the lactation period. However, they began to disappear in infant feces at the beginning of month 4. Notably, at this time-point, a bifidobacterium species switching (from B. breve to B. longum subsp. infantis) occurred, accompanied by fluctuations in several metabolites including acetate and butyrate in infant feces. Conclusions: Milk bioactive components, such as HMOs, might play different roles in the exclusively breastfed infants depending on the lactation period.
format Online
Article
Text
id pubmed-8780135
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-87801352022-01-22 Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses Komatsu, Yosuke Kumakura, Daiki Seto, Namiko Izumi, Hirohisa Takeda, Yasuhiro Ohnishi, Yuki Nakaoka, Shinji Aizawa, Tomoyasu Front Nutr Nutrition Background: The gut microbiome and fecal metabolites of breastfed infants changes during lactation, and are influenced by breast milk components. This study aimed to investigate dynamic associations of milk components with the infant gut microbiome and fecal metabolites throughout the lactation period in a mother–infant model. Methods: One month after delivery, breast milk and subsequent infant feces were collected in a pair for 5 months from a mother and an exclusively breastfed infant. Composition of the fecal microbiome was determined with 16S rRNA sequencing. Low-molecular-weight metabolites, including human milk oligosaccharides (HMOs), and antibacterial proteins were measured in feces and milk using (1)H NMR metabolomics and enzyme-linked immunosorbent assays. The association of milk bioactive components with the infant gut microbiome and fecal metabolites was determined with Python clustering and correlation analyses. Results: The HMOs in milk did not fluctuate throughout the lactation period. However, they began to disappear in infant feces at the beginning of month 4. Notably, at this time-point, a bifidobacterium species switching (from B. breve to B. longum subsp. infantis) occurred, accompanied by fluctuations in several metabolites including acetate and butyrate in infant feces. Conclusions: Milk bioactive components, such as HMOs, might play different roles in the exclusively breastfed infants depending on the lactation period. Frontiers Media S.A. 2022-01-07 /pmc/articles/PMC8780135/ /pubmed/35071301 http://dx.doi.org/10.3389/fnut.2021.813690 Text en Copyright © 2022 Komatsu, Kumakura, Seto, Izumi, Takeda, Ohnishi, Nakaoka and Aizawa. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Nutrition
Komatsu, Yosuke
Kumakura, Daiki
Seto, Namiko
Izumi, Hirohisa
Takeda, Yasuhiro
Ohnishi, Yuki
Nakaoka, Shinji
Aizawa, Tomoyasu
Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses
title Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses
title_full Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses
title_fullStr Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses
title_full_unstemmed Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses
title_short Dynamic Associations of Milk Components With the Infant Gut Microbiome and Fecal Metabolites in a Mother–Infant Model by Microbiome, NMR Metabolomic, and Time-Series Clustering Analyses
title_sort dynamic associations of milk components with the infant gut microbiome and fecal metabolites in a mother–infant model by microbiome, nmr metabolomic, and time-series clustering analyses
topic Nutrition
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8780135/
https://www.ncbi.nlm.nih.gov/pubmed/35071301
http://dx.doi.org/10.3389/fnut.2021.813690
work_keys_str_mv AT komatsuyosuke dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses
AT kumakuradaiki dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses
AT setonamiko dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses
AT izumihirohisa dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses
AT takedayasuhiro dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses
AT ohnishiyuki dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses
AT nakaokashinji dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses
AT aizawatomoyasu dynamicassociationsofmilkcomponentswiththeinfantgutmicrobiomeandfecalmetabolitesinamotherinfantmodelbymicrobiomenmrmetabolomicandtimeseriesclusteringanalyses