Cargando…

A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space

BACKGROUND: Weaning is a period of marked physiological change. The introduction of solid foods and the changes in milk consumption are accompanied by significant gastrointestinal, immune, developmental, and microbial adaptations. Defining a reduced number of infections as the desired health benefit...

Descripción completa

Detalles Bibliográficos
Autores principales: Michelini, Samanta, Balakrishnan, Biju, Parolo, Silvia, Matone, Alice, Mullaney, Jane A., Young, Wayne, Gasser, Olivier, Wall, Clare, Priami, Corrado, Lombardo, Rosario, Kussmann, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6151060/
https://www.ncbi.nlm.nih.gov/pubmed/30241567
http://dx.doi.org/10.1186/s40168-018-0545-x
_version_ 1783357096453996544
author Michelini, Samanta
Balakrishnan, Biju
Parolo, Silvia
Matone, Alice
Mullaney, Jane A.
Young, Wayne
Gasser, Olivier
Wall, Clare
Priami, Corrado
Lombardo, Rosario
Kussmann, Martin
author_facet Michelini, Samanta
Balakrishnan, Biju
Parolo, Silvia
Matone, Alice
Mullaney, Jane A.
Young, Wayne
Gasser, Olivier
Wall, Clare
Priami, Corrado
Lombardo, Rosario
Kussmann, Martin
author_sort Michelini, Samanta
collection PubMed
description BACKGROUND: Weaning is a period of marked physiological change. The introduction of solid foods and the changes in milk consumption are accompanied by significant gastrointestinal, immune, developmental, and microbial adaptations. Defining a reduced number of infections as the desired health benefit for infants around weaning, we identified in silico (i.e., by advanced public domain mining) infant gut microbes as potential deliverers of this benefit. We then investigated the requirements of these bacteria for exogenous metabolites as potential prebiotic feeds that were subsequently searched for in the natural product space. RESULTS: Using public domain literature mining and an in silico reverse metabolic approach, we constructed probiotic-prebiotic-food associations, which can guide targeted feeding of immune health-beneficial microbes by weaning food; analyzed competition and synergy for (prebiotic) nutrients between selected microbes; and translated this information into designing an experimental complementary feed for infants enrolled in a pilot clinical trial (http://www.nourishtoflourish.auckland.ac.nz/). CONCLUSIONS: In this study, we applied a benefit-oriented microbiome research strategy for enhanced early-life immune health. We extended from “classical” to molecular nutrition aiming to identify nutrients, bacteria, and mechanisms that point towards targeted feeding to improve immune health in infants around weaning. Here, we present the systems biology-based approach we used to inform us on the most promising prebiotic combinations known to support growth of beneficial gut bacteria (“probiotics”) in the infant gut, thereby favorably promoting development of the immune system. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-018-0545-x) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-6151060
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-61510602018-09-26 A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space Michelini, Samanta Balakrishnan, Biju Parolo, Silvia Matone, Alice Mullaney, Jane A. Young, Wayne Gasser, Olivier Wall, Clare Priami, Corrado Lombardo, Rosario Kussmann, Martin Microbiome Research BACKGROUND: Weaning is a period of marked physiological change. The introduction of solid foods and the changes in milk consumption are accompanied by significant gastrointestinal, immune, developmental, and microbial adaptations. Defining a reduced number of infections as the desired health benefit for infants around weaning, we identified in silico (i.e., by advanced public domain mining) infant gut microbes as potential deliverers of this benefit. We then investigated the requirements of these bacteria for exogenous metabolites as potential prebiotic feeds that were subsequently searched for in the natural product space. RESULTS: Using public domain literature mining and an in silico reverse metabolic approach, we constructed probiotic-prebiotic-food associations, which can guide targeted feeding of immune health-beneficial microbes by weaning food; analyzed competition and synergy for (prebiotic) nutrients between selected microbes; and translated this information into designing an experimental complementary feed for infants enrolled in a pilot clinical trial (http://www.nourishtoflourish.auckland.ac.nz/). CONCLUSIONS: In this study, we applied a benefit-oriented microbiome research strategy for enhanced early-life immune health. We extended from “classical” to molecular nutrition aiming to identify nutrients, bacteria, and mechanisms that point towards targeted feeding to improve immune health in infants around weaning. Here, we present the systems biology-based approach we used to inform us on the most promising prebiotic combinations known to support growth of beneficial gut bacteria (“probiotics”) in the infant gut, thereby favorably promoting development of the immune system. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-018-0545-x) contains supplementary material, which is available to authorized users. BioMed Central 2018-09-21 /pmc/articles/PMC6151060/ /pubmed/30241567 http://dx.doi.org/10.1186/s40168-018-0545-x Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Michelini, Samanta
Balakrishnan, Biju
Parolo, Silvia
Matone, Alice
Mullaney, Jane A.
Young, Wayne
Gasser, Olivier
Wall, Clare
Priami, Corrado
Lombardo, Rosario
Kussmann, Martin
A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space
title A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space
title_full A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space
title_fullStr A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space
title_full_unstemmed A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space
title_short A reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space
title_sort reverse metabolic approach to weaning: in silico identification of immune-beneficial infant gut bacteria, mining their metabolism for prebiotic feeds and sourcing these feeds in the natural product space
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6151060/
https://www.ncbi.nlm.nih.gov/pubmed/30241567
http://dx.doi.org/10.1186/s40168-018-0545-x
work_keys_str_mv AT michelinisamanta areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT balakrishnanbiju areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT parolosilvia areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT matonealice areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT mullaneyjanea areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT youngwayne areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT gasserolivier areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT wallclare areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT priamicorrado areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT lombardorosario areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT kussmannmartin areversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT michelinisamanta reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT balakrishnanbiju reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT parolosilvia reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT matonealice reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT mullaneyjanea reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT youngwayne reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT gasserolivier reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT wallclare reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT priamicorrado reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT lombardorosario reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace
AT kussmannmartin reversemetabolicapproachtoweaninginsilicoidentificationofimmunebeneficialinfantgutbacteriaminingtheirmetabolismforprebioticfeedsandsourcingthesefeedsinthenaturalproductspace