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Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi
Human milk is essential for the initial development of newborns, as it provides all nutrients and vitamins, such as vitamin D, and represents a great source of commensal bacteria. Here we explore the microbiota network of colostrum and mature milk of Italian and Burundian mothers using the auto cont...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5364364/ https://www.ncbi.nlm.nih.gov/pubmed/27983720 http://dx.doi.org/10.1038/ismej.2016.183 |
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author | Drago, Lorenzo Toscano, Marco De Grandi, Roberta Grossi, Enzo Padovani, Ezio M Peroni, Diego G |
author_facet | Drago, Lorenzo Toscano, Marco De Grandi, Roberta Grossi, Enzo Padovani, Ezio M Peroni, Diego G |
author_sort | Drago, Lorenzo |
collection | PubMed |
description | Human milk is essential for the initial development of newborns, as it provides all nutrients and vitamins, such as vitamin D, and represents a great source of commensal bacteria. Here we explore the microbiota network of colostrum and mature milk of Italian and Burundian mothers using the auto contractive map (AutoCM), a new methodology based on artificial neural network (ANN) architecture. We were able to demonstrate the microbiota of human milk to be a dynamic, and complex, ecosystem with different bacterial networks among different populations containing diverse microbial hubs and central nodes, which change during the transition from colostrum to mature milk. Furthermore, a greater abundance of anaerobic intestinal bacteria in mature milk compared with colostrum samples has been observed. The association of complex mathematic systems such as ANN and AutoCM adopted to metagenomics analysis represents an innovative approach to investigate in detail specific bacterial interactions in biological samples. |
format | Online Article Text |
id | pubmed-5364364 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-53643642017-05-15 Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi Drago, Lorenzo Toscano, Marco De Grandi, Roberta Grossi, Enzo Padovani, Ezio M Peroni, Diego G ISME J Original Article Human milk is essential for the initial development of newborns, as it provides all nutrients and vitamins, such as vitamin D, and represents a great source of commensal bacteria. Here we explore the microbiota network of colostrum and mature milk of Italian and Burundian mothers using the auto contractive map (AutoCM), a new methodology based on artificial neural network (ANN) architecture. We were able to demonstrate the microbiota of human milk to be a dynamic, and complex, ecosystem with different bacterial networks among different populations containing diverse microbial hubs and central nodes, which change during the transition from colostrum to mature milk. Furthermore, a greater abundance of anaerobic intestinal bacteria in mature milk compared with colostrum samples has been observed. The association of complex mathematic systems such as ANN and AutoCM adopted to metagenomics analysis represents an innovative approach to investigate in detail specific bacterial interactions in biological samples. Nature Publishing Group 2017-04 2016-12-16 /pmc/articles/PMC5364364/ /pubmed/27983720 http://dx.doi.org/10.1038/ismej.2016.183 Text en Copyright © 2017 International Society for Microbial Ecology http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/ |
spellingShingle | Original Article Drago, Lorenzo Toscano, Marco De Grandi, Roberta Grossi, Enzo Padovani, Ezio M Peroni, Diego G Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi |
title | Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi |
title_full | Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi |
title_fullStr | Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi |
title_full_unstemmed | Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi |
title_short | Microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: Italy versus Burundi |
title_sort | microbiota network and mathematic microbe mutualism in colostrum and mature milk collected in two different geographic areas: italy versus burundi |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5364364/ https://www.ncbi.nlm.nih.gov/pubmed/27983720 http://dx.doi.org/10.1038/ismej.2016.183 |
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