Gut microbiome and serum metabolome analyses identify molecular biomarkers and altered glutamate metabolism in fibromyalgiaResearch in context
Marc Clos-Garcia,
Naiara Andrés-Marin,
Gorka Fernández-Eulate,
Leticia Abecia,
José L. Lavín,
Sebastiaan van Liempd,
Diana Cabrera,
Félix Royo,
Alejandro Valero,
Nerea Errazquin,
María Cristina Gómez Vega,
Leila Govillard,
Michael R. Tackett,
Genesis Tejada,
Esperanza Gónzalez,
Juan Anguita,
Luis Bujanda,
Ana María Callejo Orcasitas,
Ana M. Aransay,
Olga Maíz,
Adolfo López de Munain,
Juan Manuel Falcón-Pérez
Affiliations
Marc Clos-Garcia
Exosomes Laboratory, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain; Department of Gastroenterology, Instituto Biodonostia, Universidad del País Vasco (UPV/EHU), CIBERehd (Centro de investigación en red de enfermedades hepáticas y digestiva) San Sebastian, Spain
Naiara Andrés-Marin
Department of Neurology, Donostia University Hospital, San Sebastian, Spain
Gorka Fernández-Eulate
Department of Neurology, Donostia University Hospital, San Sebastian, Spain; Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Spain
Leticia Abecia
Macrophage and Tick Vaccine Laboratory, CIC bioGUNE, Bizkaia Technology Park, Derio, Spain
José L. Lavín
Bioinformatics Unit, CIC bioGUNE, Bizkaia Technology Park, Derio, Spain
Sebastiaan van Liempd
Metabolomics Platform, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain
Diana Cabrera
Metabolomics Platform, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain
Félix Royo
Exosomes Laboratory, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain
Alejandro Valero
Department of Rheumatology, Donostia University Hospital, San Sebastian, Spain
Nerea Errazquin
Department of Rheumatology, Gipuzcoa Policlinic, San Sebastian, Spain
María Cristina Gómez Vega
Department of Anesthesiology and Pain Unit, Hospital Galdakao-Usansolo, Bizkaia, Spain
Leila Govillard
Deusto University, San Sebastian, Spain
Michael R. Tackett
Abcam, Cambridge, MA, United States
Genesis Tejada
Abcam, Cambridge, MA, United States
Esperanza Gónzalez
Exosomes Laboratory, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain
Juan Anguita
Macrophage and Tick Vaccine Laboratory, CIC bioGUNE, Bizkaia Technology Park, Derio, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
Luis Bujanda
Department of Gastroenterology, Instituto Biodonostia, Universidad del País Vasco (UPV/EHU), CIBERehd (Centro de investigación en red de enfermedades hepáticas y digestiva) San Sebastian, Spain
Ana María Callejo Orcasitas
Department of Anesthesiology and Pain Unit, Hospital Galdakao-Usansolo, Bizkaia, Spain
Ana M. Aransay
Genome Analysis Platform, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain
Olga Maíz
Department of Rheumatology, Donostia University Hospital, San Sebastian, Spain
Adolfo López de Munain
Department of Neurology, Donostia University Hospital, San Sebastian, Spain; Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Spain; Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Spain; Department of Neurosciences, University of Basque Country UPV/EHU, San Sebastian, Spain
Juan Manuel Falcón-Pérez
Exosomes Laboratory, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain; Metabolomics Platform, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain; Corresponding author at: Exosomes Laboratory, CIC bioGUNE, CIBERehd, Bizkaia Technology Park, Derio, Spain
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. Keywords: Fibromyalgia, Gut microbiota, Pain, Metabolomics, Cytokines, miRNAs, Omics integration