Publication: An extended reconstruction of human gut microbiota metabolism of dietary compounds
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Identifiers
Date
2021-08-05
Authors
Blasco, Telmo
Pérez-Burillo, Sergio
Balzerani, Francesco
Hinojosa-Nogueira, Daniel
Lerma-Aguilera, Alberto
Pastoriza, Silvia
Cendoya, Xabier
Rubio, Ángel
Gosalbes, María José
Jiménez-Hernández, Nuria
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
Springer Nature
Abstract
Understanding how diet and gut microbiota interact in the context of human health is a key question in personalized nutrition. Genome-scale metabolic networks and constraint-based modeling approaches are promising to systematically address this complex problem. However, when applied to nutritional questions, a major issue in existing reconstructions is the limited information about compounds in the diet that are metabolized by the gut microbiota. Here, we present AGREDA, an extended reconstruction of diet metabolism in the human gut microbiota. AGREDA adds the degradation pathways of 209 compounds present in the human diet, mainly phenolic compounds, a family of metabolites highly relevant for human health and nutrition. We show that AGREDA outperforms existing reconstructions in predicting diet-specific output metabolites from the gut microbiota. Using 16S rRNA gene sequencing data of faecal samples from Spanish children representing different clinical conditions, we illustrate the potential of AGREDA to establish relevant metabolic interactions between diet and gut microbiota.
Description
MeSH Terms
Medical Subject Headings::Phenomena and Processes::Mathematical Concepts::Algorithms
Medical Subject Headings::Persons::Persons::Age Groups::Child
Medical Subject Headings::Phenomena and Processes::Physiological Phenomena::Nutritional Physiological Phenomena::Child Nutritional Physiological Phenomena
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Therapeutics::Nutrition Therapy::Diet Therapy::Diet, Mediterranean
Medical Subject Headings::Phenomena and Processes::Chemical Phenomena::Biochemical Phenomena::Biochemical Processes::Carbohydrate Metabolism::Fermentation
Medical Subject Headings::Diseases::Digestive System Diseases::Gastrointestinal Diseases
Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
Medical Subject Headings::Publication Type::Study Characteristics::In Vitro
Medical Subject Headings::Organisms::Eukaryota::Plants::Viridiplantae::Streptophyta::Embryophyta::Angiosperms::Fabaceae::Lens Plant
Medical Subject Headings::Technology and Food and Beverages::Technology, Industry, and Agriculture::Industry::Food Industry::Food Technology::Food Quality::Nutritive Value
Medical Subject Headings::Chemicals and Drugs::Nucleic Acids, Nucleotides, and Nucleosides::Nucleic Acids::RNA::RNA, Ribosomal::RNA, Ribosomal, 16S
Medical Subject Headings::Geographical Locations::Geographic Locations::Europe::Spain
Medical Subject Headings::Phenomena and Processes::Physiological Phenomena::Nutritional Physiological Phenomena::Diet
Medical Subject Headings::Phenomena and Processes::Metabolic Phenomena::Metabolism::Metabolic Networks and Pathways
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Models, Theoretical::Models, Biological
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Structures::Genome::Genome Components::Genes::Multigene Family::Genes, rRNA
Medical Subject Headings::Persons::Persons::Age Groups::Child
Medical Subject Headings::Phenomena and Processes::Physiological Phenomena::Nutritional Physiological Phenomena::Child Nutritional Physiological Phenomena
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Therapeutics::Nutrition Therapy::Diet Therapy::Diet, Mediterranean
Medical Subject Headings::Phenomena and Processes::Chemical Phenomena::Biochemical Phenomena::Biochemical Processes::Carbohydrate Metabolism::Fermentation
Medical Subject Headings::Diseases::Digestive System Diseases::Gastrointestinal Diseases
Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
Medical Subject Headings::Publication Type::Study Characteristics::In Vitro
Medical Subject Headings::Organisms::Eukaryota::Plants::Viridiplantae::Streptophyta::Embryophyta::Angiosperms::Fabaceae::Lens Plant
Medical Subject Headings::Technology and Food and Beverages::Technology, Industry, and Agriculture::Industry::Food Industry::Food Technology::Food Quality::Nutritive Value
Medical Subject Headings::Chemicals and Drugs::Nucleic Acids, Nucleotides, and Nucleosides::Nucleic Acids::RNA::RNA, Ribosomal::RNA, Ribosomal, 16S
Medical Subject Headings::Geographical Locations::Geographic Locations::Europe::Spain
Medical Subject Headings::Phenomena and Processes::Physiological Phenomena::Nutritional Physiological Phenomena::Diet
Medical Subject Headings::Phenomena and Processes::Metabolic Phenomena::Metabolism::Metabolic Networks and Pathways
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Models, Theoretical::Models, Biological
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Structures::Genome::Genome Components::Genes::Multigene Family::Genes, rRNA
DeCS Terms
CIE Terms
Keywords
Child, 16S rRNA, Diet, Fermentation, In vitro, Dieta, Niño, RNA, Ribosomal, 16S, Dieta, Fermentación, Técnicas in vitro
Citation
Blasco T, Pérez-Burillo S, Balzerani F, Hinojosa-Nogueira D, Lerma-Aguilera A, Pastoriza S, et al. An extended reconstruction of human gut microbiota metabolism of dietary compounds. Nat Commun. 2021 Aug 5;12(1):4728.