Cargando…
Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia
BACKGROUND: Fibromyalgia is a complex, relatively unknown disease characterised by chronic, widespread musculoskeletal pain. The gut-brain axis connects the gut microbiome with the brain through the enteric nervous system (ENS); its disruption has been associated with psychiatric and gastrointestina...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710987/ https://www.ncbi.nlm.nih.gov/pubmed/31327695 http://dx.doi.org/10.1016/j.ebiom.2019.07.031 |
_version_ | 1783446451679920128 |
---|---|
author | Clos-Garcia, Marc Andrés-Marin, Naiara Fernández-Eulate, Gorka Abecia, Leticia Lavín, José L. van Liempd, Sebastiaan Cabrera, Diana Royo, Félix Valero, Alejandro Errazquin, Nerea Vega, María Cristina Gómez Govillard, Leila Tackett, Michael R. Tejada, Genesis Gónzalez, Esperanza Anguita, Juan Bujanda, Luis Orcasitas, Ana María Callejo Aransay, Ana M. Maíz, Olga López de Munain, Adolfo Falcón-Pérez, Juan Manuel |
author_facet | Clos-Garcia, Marc Andrés-Marin, Naiara Fernández-Eulate, Gorka Abecia, Leticia Lavín, José L. van Liempd, Sebastiaan Cabrera, Diana Royo, Félix Valero, Alejandro Errazquin, Nerea Vega, María Cristina Gómez Govillard, Leila Tackett, Michael R. Tejada, Genesis Gónzalez, Esperanza Anguita, Juan Bujanda, Luis Orcasitas, Ana María Callejo Aransay, Ana M. Maíz, Olga López de Munain, Adolfo Falcón-Pérez, Juan Manuel |
author_sort | Clos-Garcia, Marc |
collection | PubMed |
description | BACKGROUND: Fibromyalgia is a complex, relatively unknown disease characterised by chronic, widespread musculoskeletal pain. The gut-brain axis connects the gut microbiome with the brain through the enteric nervous system (ENS); its disruption has been associated with psychiatric and gastrointestinal disorders. To gain an insight into the pathogenesis of fibromyalgia and identify diagnostic biomarkers, we combined different omics techniques to analyse microbiome and serum composition. METHODS: We collected faeces and blood samples to study the microbiome, the serum metabolome and circulating cytokines and miRNAs from a cohort of 105 fibromyalgia patients and 54 age- and environment-matched healthy individuals. We sequenced the V3 and V4 regions of the 16S rDNA gene from faeces samples. UPLC-MS metabolomics and custom multiplex cytokine and miRNA analysis (FirePlex™ technology) were used to examine sera samples. Finally, we combined the different data types to search for potential biomarkers. RESULTS: We found that the diversity of bacteria is reduced in fibromyalgia patients. The abundance of the Bifidobacterium and Eubacterium genera (bacteria participating in the metabolism of neurotransmitters in the host) in these patients was significantly reduced. The serum metabolome analysis revealed altered levels of glutamate and serine, suggesting changes in neurotransmitter metabolism. The combined serum metabolomics and gut microbiome datasets showed a certain degree of correlation, reflecting the effect of the microbiome on metabolic activity. We also examined the microbiome and serum metabolites, cytokines and miRNAs as potential sources of molecular biomarkers of fibromyalgia. CONCLUSIONS: Our results show that the microbiome analysis provides more significant biomarkers than the other techniques employed in the work. Gut microbiome analysis combined with serum metabolomics can shed new light onto the pathogenesis of fibromyalgia. We provide a list of bacteria whose abundance changes in this disease and propose several molecules as potential biomarkers that can be used to evaluate the current diagnostic criteria. |
format | Online Article Text |
id | pubmed-6710987 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-67109872019-08-29 Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia Clos-Garcia, Marc Andrés-Marin, Naiara Fernández-Eulate, Gorka Abecia, Leticia Lavín, José L. van Liempd, Sebastiaan Cabrera, Diana Royo, Félix Valero, Alejandro Errazquin, Nerea Vega, María Cristina Gómez Govillard, Leila Tackett, Michael R. Tejada, Genesis Gónzalez, Esperanza Anguita, Juan Bujanda, Luis Orcasitas, Ana María Callejo Aransay, Ana M. Maíz, Olga López de Munain, Adolfo Falcón-Pérez, Juan Manuel EBioMedicine Research paper BACKGROUND: Fibromyalgia is a complex, relatively unknown disease characterised by chronic, widespread musculoskeletal pain. The gut-brain axis connects the gut microbiome with the brain through the enteric nervous system (ENS); its disruption has been associated with psychiatric and gastrointestinal disorders. To gain an insight into the pathogenesis of fibromyalgia and identify diagnostic biomarkers, we combined different omics techniques to analyse microbiome and serum composition. METHODS: We collected faeces and blood samples to study the microbiome, the serum metabolome and circulating cytokines and miRNAs from a cohort of 105 fibromyalgia patients and 54 age- and environment-matched healthy individuals. We sequenced the V3 and V4 regions of the 16S rDNA gene from faeces samples. UPLC-MS metabolomics and custom multiplex cytokine and miRNA analysis (FirePlex™ technology) were used to examine sera samples. Finally, we combined the different data types to search for potential biomarkers. RESULTS: We found that the diversity of bacteria is reduced in fibromyalgia patients. The abundance of the Bifidobacterium and Eubacterium genera (bacteria participating in the metabolism of neurotransmitters in the host) in these patients was significantly reduced. The serum metabolome analysis revealed altered levels of glutamate and serine, suggesting changes in neurotransmitter metabolism. The combined serum metabolomics and gut microbiome datasets showed a certain degree of correlation, reflecting the effect of the microbiome on metabolic activity. We also examined the microbiome and serum metabolites, cytokines and miRNAs as potential sources of molecular biomarkers of fibromyalgia. CONCLUSIONS: Our results show that the microbiome analysis provides more significant biomarkers than the other techniques employed in the work. Gut microbiome analysis combined with serum metabolomics can shed new light onto the pathogenesis of fibromyalgia. We provide a list of bacteria whose abundance changes in this disease and propose several molecules as potential biomarkers that can be used to evaluate the current diagnostic criteria. Elsevier 2019-07-18 /pmc/articles/PMC6710987/ /pubmed/31327695 http://dx.doi.org/10.1016/j.ebiom.2019.07.031 Text en © 2019 The Authors. Published by Elsevier B.V. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research paper Clos-Garcia, Marc Andrés-Marin, Naiara Fernández-Eulate, Gorka Abecia, Leticia Lavín, José L. van Liempd, Sebastiaan Cabrera, Diana Royo, Félix Valero, Alejandro Errazquin, Nerea Vega, María Cristina Gómez Govillard, Leila Tackett, Michael R. Tejada, Genesis Gónzalez, Esperanza Anguita, Juan Bujanda, Luis Orcasitas, Ana María Callejo Aransay, Ana M. Maíz, Olga López de Munain, Adolfo Falcón-Pérez, Juan Manuel Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia |
title | Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia |
title_full | Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia |
title_fullStr | Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia |
title_full_unstemmed | Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia |
title_short | Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia |
title_sort | gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgia |
topic | Research paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710987/ https://www.ncbi.nlm.nih.gov/pubmed/31327695 http://dx.doi.org/10.1016/j.ebiom.2019.07.031 |
work_keys_str_mv | AT closgarciamarc gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT andresmarinnaiara gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT fernandezeulategorka gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT abecialeticia gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT lavinjosel gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT vanliempdsebastiaan gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT cabreradiana gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT royofelix gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT valeroalejandro gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT errazquinnerea gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT vegamariacristinagomez gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT govillardleila gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT tackettmichaelr gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT tejadagenesis gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT gonzalezesperanza gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT anguitajuan gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT bujandaluis gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT orcasitasanamariacallejo gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT aransayanam gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT maizolga gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT lopezdemunainadolfo gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia AT falconperezjuanmanuel gutmicrobiomeandserummetabolomeanalysesidentifymolecularbiomarkersandalteredglutamatemetabolisminfibromyalgia |