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Taxonomic and Functional Fecal Microbiota Signatures Associated With Insulin Resistance in Non-Diabetic Subjects With Overweight/Obesity Within the Frame of the PREDIMED-Plus Study.

dc.contributor.authorAtzeni, Alessandro
dc.contributor.authorBastiaanssen, Thomaz F S
dc.contributor.authorCryan, John F
dc.contributor.authorTinahones, Francisco J
dc.contributor.authorVioque, Jesús
dc.contributor.authorCorella, Dolores
dc.contributor.authorFitó, Montserrat
dc.contributor.authorVidal, Josep
dc.contributor.authorMoreno-Indias, Isabel
dc.contributor.authorGómez-Pérez, Ana M
dc.contributor.authorTorres-Collado, Laura
dc.contributor.authorColtell, Oscar
dc.contributor.authorCastañer, Olga
dc.contributor.authorBulló, Monica
dc.contributor.authorSalas-Salvadó, Jordi
dc.contributor.funderEuropean Union’s Horizon 2020 research and innovation programme
dc.contributor.funderUniversitat Rovira i Virgili (URV)
dc.contributor.funderCIBER Fisiopatología de la Obesidad y Nutrición
dc.contributor.funderInstituto de Salud Carlos III
dc.date.accessioned2023-05-03T13:39:50Z
dc.date.available2023-05-03T13:39:50Z
dc.date.issued2022-04-28
dc.description.abstractObjective: An altered gut microbiota has been associated with insulin resistance, a metabolic dysfunction consisting of cellular insulin signaling impairment. The aim of the present study is to determine the taxonomic and functional fecal microbiota signatures associated with HOMA-IR index in a population with high cardiovascular risk. Methods: A total of 279 non-diabetic individuals (55-75 years aged) with overweight/obesity and metabolic syndrome were stratified according to tertiles of HOMA-IR index. Blood biochemical parameters, anthropometric measurements and fecal samples were collected at baseline. Fecal microbial DNA extraction, 16S amplicon sequencing and bioinformatics analysis were performed. Results: Desulfovibrio, Odoribacter and Oscillospiraceae UCG-002 were negatively associated with HOMA-IR index, whereas predicted total functional abundances revealed gut metabolic modules mainly linked to amino acid degradation. Butyricicoccus, Erysipelotrichaceae UCG-003, Faecalibacterium were positively associated with HOMA-IR index, whereas predicted total functional abundances revealed gut metabolic modules mainly linked to saccharide degradation. These bacteria contribute differentially to the gut metabolic modules, being the degree of contribution dependent on insulin resistance. Both taxa and gut metabolic modules negatively associated to HOMA-IR index were linked to mechanisms involving sulfate reducing bacteria, improvement of intestinal gluconeogenesis and production of acetate. Furthermore, both taxa and gut metabolic modules positively associated to HOMA-IR index were linked to production and mechanisms of action of butyrate. Conclusions: Specific taxonomic and functional fecal microbiota signatures associated with insulin resistance were identified in a non-diabetic population with overweight/obesity at high cardiovascular risk. These findings suggest that tailoring therapies based on specific fecal microbiota profiles could be a potential strategy to improve insulin sensitivity.
dc.description.sponsorshipThis research was funded by the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No. 713679 and from the Universitat Rovira i Virgili (URV). This work was supported by the official Spanish Institutions for funding scientific biomedical research, CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN) and Instituto de Salud Carlos III (ISCIII), through the Fondo de Investigación para la Salud (FIS), which is co-funded by the European Regional Development Fund (three coordinated FIS projects led by JJS, including the following projects: PI13/00462, PI16/00501 and PI19/00576); the Especial Action Project entitled: Implementación y evaluación de una intervención intensiva sobre la actividad física Cohorte PREDIMED-Plus grant to JSS; the Recercaixa (number 2013ACUP00194) grant to JSS; The Fondo de Investigaciones Sanitarias of the Instituto de Salut Carlos III PI17/00215; The Generalitat Valenciana PROMETEO 17/2017 and PROMETEO 21/2021. None of the funding sources took part in the design, collection, analysis, interpretation of the data, or writing the report, or in the decision to submit the manuscript for publication. JSS, senior author of this study gratefully acknowledges the financial support by ICREA under the ICREA Academia programme. Food companies Hojiblanca (Lucena, Spain) and Patrimonio Comunal Olivarero (Madrid, Spain) donated extra virgin olive oil; and the Almond Board of California (Modesto, CA), American Pistachio Growers (Fresno, CA), and Paramount Farms (Wonderful Company, LLC, Los Angeles, CA) donated nuts for the PREDIMED- Pilot.
dc.description.version
dc.identifier.citationAtzeni A, Bastiaanssen TFS, Cryan JF, Tinahones FJ, Vioque J, Corella D, et al. Taxonomic and Functional Fecal Microbiota Signatures Associated With Insulin Resistance in Non-Diabetic Subjects With Overweight/Obesity Within the Frame of the PREDIMED-Plus Study. Front Endocrinol (Lausanne). 2022;13:804455. Published 2022 Apr 28.
dc.identifier.doi10.3389/fendo.2022.804455
dc.identifier.issn1664-2392
dc.identifier.pmcPMC9097279
dc.identifier.pmid35574036
dc.identifier.pubmedURLhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9097279/pdf
dc.identifier.unpaywallURLhttps://www.frontiersin.org/articles/10.3389/fendo.2022.804455/pdf
dc.identifier.urihttp://hdl.handle.net/10668/20557
dc.journal.titleFrontiers in endocrinology
dc.journal.titleabbreviationFront Endocrinol (Lausanne)
dc.language.isoen
dc.organizationHospital Universitario Virgen de la Victoria
dc.organizationInstituto de Investigación Biomédica de Málaga-IBIMA
dc.page.number804455
dc.provenanceRealizada la curación de contenido 16/07/2025
dc.publisherFrontiers
dc.pubmedtypeJournal Article
dc.relation.projectID713679
dc.relation.projectIDPI13/00462
dc.relation.projectIDPI16/00501
dc.relation.projectIDPI19/00576
dc.relation.projectID2013ACUP00194
dc.relation.projectIDPI17/00215
dc.relation.publisherversionhttps://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2022.804455/full
dc.rightsAttribution 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subject16S sequencing
dc.subjectHOMA-IR
dc.subjectfecal microbiota
dc.subjectgut metabolic modules
dc.subjectinsulin resisitance
dc.subject.decsResistencia a la Insulina
dc.subject.decsMicrobioma Gastrointestinal
dc.subject.decsObesidad
dc.subject.decsInsulina
dc.subject.decsBacterias
dc.subject.decsFaecalibacterium
dc.subject.decsDesulfovibrio
dc.subject.decsGluconeogénesis
dc.subject.meshAged
dc.subject.meshFeces
dc.subject.meshHumans
dc.subject.meshInsulin Resistance
dc.subject.meshMicrobiota
dc.subject.meshObesity
dc.subject.meshOverweight
dc.titleTaxonomic and Functional Fecal Microbiota Signatures Associated With Insulin Resistance in Non-Diabetic Subjects With Overweight/Obesity Within the Frame of the PREDIMED-Plus Study.
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number13
dspace.entity.typePublication

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