Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartum
Human breast milk (HBM) plays an important role in providing nutrients, beneficial microorganisms and bioactive components for infants, helping maturation of their immune system and gastrointestinal development. Here, we present a study aiming to investigate the diversity and temporal dynamics of th...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2022-11-01
|
Series: | Frontiers in Microbiology |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fmicb.2022.1016759/full |
_version_ | 1828335906385297408 |
---|---|
author | Bin Liu Bin Liu Junying Zhao Junying Zhao Yanpin Liu Yanpin Liu Weicang Qiao Weicang Qiao Tiemin Jiang Lijun Chen Lijun Chen |
author_facet | Bin Liu Bin Liu Junying Zhao Junying Zhao Yanpin Liu Yanpin Liu Weicang Qiao Weicang Qiao Tiemin Jiang Lijun Chen Lijun Chen |
author_sort | Bin Liu |
collection | DOAJ |
description | Human breast milk (HBM) plays an important role in providing nutrients, beneficial microorganisms and bioactive components for infants, helping maturation of their immune system and gastrointestinal development. Here, we present a study aiming to investigate the diversity and temporal dynamics of the milk microbiome across the first 6 month postpartum in Chinese healthy breastfeeding women, and to investigate to what extent other variables (e.g., sampling location, infant sex, and mode of delivery) might also be related to variations in the human milk microbiome, and the association with maternal diet and nutrients. Fifty-three healthy pregnant women from four cities were recruited from a China Maternal and Infant Health Cohort Study and breast milk samples were collected and analyzed using 16S rRNA metagenomic sequencing. We illustrated the diversity and temporal dynamics during lactation (Adonis p-value = 3e–04). Firmicutes and Proteobacteria were the most abundant phyla, and Streptococcus, Staphylococcus, Serratia, and Corynebacterium were the core genera. Partitioning around medoids clustering identified two major internal clusters of breast milk microbiota. Cluster 1 was dominated by Acinetobacter and Pseudomonas, while Cluster 2 was dominated by Streptococcus and Staphylococcus. Among other environmental variables, sampling location showed significant influence on breast milk microbiome (Adonis p-value = 4e–04), while infant sex (Adonis p-value = 0.33) and mode of delivery (Adonis p-value = 0.19) were less related to variations in the human milk microbiome. Maternal diet such as tuber was significantly correlated with the relative abundance of Neisseria (rho = 0.34, adjusted p-value = 0.01) and Cutibacterium (rho = −0.35, adjusted p-value = 0.01), and nutrients such as carbohydrates were significantly correlated with the relative abundance of Aquabacterium (rho = −0.39, adjusted p-value = 0.0027), and vitamin B12 was significantly correlated with the relative abundance of Coprococcus (rho = 0.40, adjusted p-value = 0.0018), etc. These results illustrated the dynamic changes of composition and diversity during the lactation phases of the Chinese breast milk microbiome and addressed the importance of geographic location on milk microbiota, and associations with maternal diet consumption, which have potential benefits on the establishment and future health of breastfeeding infants. |
first_indexed | 2024-04-13T21:53:05Z |
format | Article |
id | doaj.art-cccc2001b9c74395813d665e36505259 |
institution | Directory Open Access Journal |
issn | 1664-302X |
language | English |
last_indexed | 2024-04-13T21:53:05Z |
publishDate | 2022-11-01 |
publisher | Frontiers Media S.A. |
record_format | Article |
series | Frontiers in Microbiology |
spelling | doaj.art-cccc2001b9c74395813d665e365052592022-12-22T02:28:22ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2022-11-011310.3389/fmicb.2022.10167591016759Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartumBin Liu0Bin Liu1Junying Zhao2Junying Zhao3Yanpin Liu4Yanpin Liu5Weicang Qiao6Weicang Qiao7Tiemin Jiang8Lijun Chen9Lijun Chen10National Engineering Research Center of Dairy Health for Maternal and Child, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaBeijing Engineering Research Center of Dairy, Beijing Technical Innovation Center of Human Milk Research, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaNational Engineering Research Center of Dairy Health for Maternal and Child, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaBeijing Engineering Research Center of Dairy, Beijing Technical Innovation Center of Human Milk Research, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaNational Engineering Research Center of Dairy Health for Maternal and Child, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaBeijing Engineering Research Center of Dairy, Beijing Technical Innovation Center of Human Milk Research, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaNational Engineering Research Center of Dairy Health for Maternal and Child, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaBeijing Engineering Research Center of Dairy, Beijing Technical Innovation Center of Human Milk Research, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaSouth Asia Branch of National Engineering Center of Dairy Health for Maternal and Child, Guilin University of Technology, Guilin, ChinaNational Engineering Research Center of Dairy Health for Maternal and Child, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaBeijing Engineering Research Center of Dairy, Beijing Technical Innovation Center of Human Milk Research, Beijing Sanyuan Foods Co. Ltd., Beijing, ChinaHuman breast milk (HBM) plays an important role in providing nutrients, beneficial microorganisms and bioactive components for infants, helping maturation of their immune system and gastrointestinal development. Here, we present a study aiming to investigate the diversity and temporal dynamics of the milk microbiome across the first 6 month postpartum in Chinese healthy breastfeeding women, and to investigate to what extent other variables (e.g., sampling location, infant sex, and mode of delivery) might also be related to variations in the human milk microbiome, and the association with maternal diet and nutrients. Fifty-three healthy pregnant women from four cities were recruited from a China Maternal and Infant Health Cohort Study and breast milk samples were collected and analyzed using 16S rRNA metagenomic sequencing. We illustrated the diversity and temporal dynamics during lactation (Adonis p-value = 3e–04). Firmicutes and Proteobacteria were the most abundant phyla, and Streptococcus, Staphylococcus, Serratia, and Corynebacterium were the core genera. Partitioning around medoids clustering identified two major internal clusters of breast milk microbiota. Cluster 1 was dominated by Acinetobacter and Pseudomonas, while Cluster 2 was dominated by Streptococcus and Staphylococcus. Among other environmental variables, sampling location showed significant influence on breast milk microbiome (Adonis p-value = 4e–04), while infant sex (Adonis p-value = 0.33) and mode of delivery (Adonis p-value = 0.19) were less related to variations in the human milk microbiome. Maternal diet such as tuber was significantly correlated with the relative abundance of Neisseria (rho = 0.34, adjusted p-value = 0.01) and Cutibacterium (rho = −0.35, adjusted p-value = 0.01), and nutrients such as carbohydrates were significantly correlated with the relative abundance of Aquabacterium (rho = −0.39, adjusted p-value = 0.0027), and vitamin B12 was significantly correlated with the relative abundance of Coprococcus (rho = 0.40, adjusted p-value = 0.0018), etc. These results illustrated the dynamic changes of composition and diversity during the lactation phases of the Chinese breast milk microbiome and addressed the importance of geographic location on milk microbiota, and associations with maternal diet consumption, which have potential benefits on the establishment and future health of breastfeeding infants.https://www.frontiersin.org/articles/10.3389/fmicb.2022.1016759/fullbreast milkinfluencing factormicrobiomematernalpostpartumdiet |
spellingShingle | Bin Liu Bin Liu Junying Zhao Junying Zhao Yanpin Liu Yanpin Liu Weicang Qiao Weicang Qiao Tiemin Jiang Lijun Chen Lijun Chen Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartum Frontiers in Microbiology breast milk influencing factor microbiome maternal postpartum diet |
title | Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartum |
title_full | Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartum |
title_fullStr | Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartum |
title_full_unstemmed | Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartum |
title_short | Diversity and temporal dynamics of breast milk microbiome and its influencing factors in Chinese women during the first 6 months postpartum |
title_sort | diversity and temporal dynamics of breast milk microbiome and its influencing factors in chinese women during the first 6 months postpartum |
topic | breast milk influencing factor microbiome maternal postpartum diet |
url | https://www.frontiersin.org/articles/10.3389/fmicb.2022.1016759/full |
work_keys_str_mv | AT binliu diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT binliu diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT junyingzhao diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT junyingzhao diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT yanpinliu diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT yanpinliu diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT weicangqiao diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT weicangqiao diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT tieminjiang diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT lijunchen diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum AT lijunchen diversityandtemporaldynamicsofbreastmilkmicrobiomeanditsinfluencingfactorsinchinesewomenduringthefirst6monthspostpartum |