A deep transcriptome meta-analysis reveals sex differences in multiple sclerosis

dc.contributor.authorCatalà-Senent, José Franciscoes_ES
dc.contributor.authorAndreu Martínez, Zoraidaes_ES
dc.contributor.authorHidalgo, Marta R.es_ES
dc.contributor.authorSoler-Sáez, Irenees_ES
dc.contributor.authorRoig, Francisco J.es_ES
dc.contributor.authorYanguas-Casás, Nataliaes_ES
dc.contributor.authorNeva Alejo, Almudenaes_ES
dc.contributor.authorLópez-Cerdán, Adolfoes_ES
dc.contributor.authorDE LA IGLESIA VAYÁ, MARIA DE LOS DESAMPARADOS
dc.contributor.authorStranger, Barbara E.es_ES
dc.contributor.authorGarcía-García, Franciscoes_ES
dc.contributor.funderMinisterio de Universidadeses_ES
dc.contributor.funderEuropean Regional Development Fundes_ES
dc.date.accessioned2024-12-05T19:08:13Z
dc.date.available2024-12-05T19:08:13Z
dc.date.issued2023-06-01es_ES
dc.description.abstract[EN] Background Multiple sclerosis (MS), a chronic auto-immune, inflammatory, and degenerative disease of the central nervous system, affects both males and females; however, females suffer from a higher risk of developing MS (2¿3:1 ratio relative to males). The precise sex-based factors influencing risk of MS are currently unknown. Here, we explore the role of sex in MS to identify molecular mechanisms underlying observed MS sex differences that may guide novel therapeutic approaches tailored for males or females. Methods We performed a rigorous and systematic review of genome-wide transcriptome studies of MS that included patient sex data in the Gene Expression Omnibus and ArrayExpress databases following PRISMA statement guidelines. For each selected study, we analyzed differential gene expression to explore the impact of the disease in females (IDF), in males (IDM) and our main goal: the sex differential impact of the disease (SDID). Then, for each scenario (IDF, IDM and SDID) we performed 2 meta-analyses in the main tissues involved in the disease (brain and blood). Finally, we performed a gene set analysis in brain tissue, in which a higher number of genes were dysregulated, to characterize sex differences in biological pathways. Results After screening 122 publications, the systematic review provided a selection of 9 studies (5 in blood and 4 in brain tissue) with a total of 474 samples (189 females with MS and 109 control females; 82 males with MS and 94 control males). Blood and brain tissue meta-analyses identified, respectively, 1 (KIR2DL3) and 13 (ARL17B, CECR7, CEP78, IFFO2, LOC401127, NUDT18, RNF10, SLC17A5, STMP1, TRAF3IP2-AS1, UBXN2B, ZNF117, ZNF488) MS-associated genes that differed between males and females (SDID comparison). Functional analyses in the brain revealed different altered immune patterns in females and males (IDF and IDM comparisons). The pro-inflammatory environment and innate immune responses related to myeloid lineage appear to be more affected in females, while adaptive responses associated with the lymphocyte lineage in males. Additionally, females with MS displayed alterations in mitochondrial respiratory chain complexes, purine, and glutamate metabolism, while MS males displayed alterations in stress response to metal ion, amine, and amino acid transport. Conclusion We found transcriptomic and functional differences between MS males and MS females (especially in the immune system), which may support the development of new sex-based research of this disease. Our study highlights the importance of understanding the role of biological sex in MS to guide a more personalized medicine.en_EN
dc.description.accrualMethodSes_ES
dc.description.bibliographicCitationCatalà-Senent, JF.; Andreu Martínez, Z.; Hidalgo, MR.; Soler-Sáez, I.; Roig, FJ.; Yanguas-Casás, N.; Neva Alejo, A.... (2023). A deep transcriptome meta-analysis reveals sex differences in multiple sclerosis. Neurobiology of Disease. 181. https://doi.org/10.1016/j.nbd.2023.106113es_ES
dc.description.sponsorshipThe authors thank the Principe Felipe Research Center (CIPF) for providing access to the cluster, co-funded by European Regional Development Funds (FEDER) in Valencian Community 2014-2020. Irene Soler-Sáez thanks the Spanish Ministry of Universities for her predoctoral grant FPU20/03544.es_ES
dc.description.volume181es_ES
dc.identifier.doi10.1016/j.nbd.2023.106113es_ES
dc.identifier.issn0969-9961es_ES
dc.identifier.pmid37023829es_ES
dc.identifier.urihttps://riunet.upv.es/handle/10251/212708
dc.languageIngléses_ES
dc.publisherElsevieres_ES
dc.relation.ispartofNeurobiology of Diseasees_ES
dc.relation.pasarelaS\487684es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/MIU//FPU20%2F03544/es_ES
dc.relation.publisherversionhttps://doi.org/10.1016/j.nbd.2023.106113es_ES
dc.rightsReconocimiento (by)es_ES
dc.rights.accessRightsAbiertoes_ES
dc.subjectMultiple sclerosises_ES
dc.subjectBiomarkerses_ES
dc.subjectFunctional profilinges_ES
dc.subjectSex-based differenceses_ES
dc.subjectNeurodegenerationes_ES
dc.subjectMeta-analysises_ES
dc.subject.ods05.- Alcanzar la igualdad entre los géneros y empoderar a todas las mujeres y niñases_ES
dc.titleA deep transcriptome meta-analysis reveals sex differences in multiple sclerosises_ES
dc.typeArtículoes_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dspace.entity.typePublication
person.identifier18461
relation.isAuthorOfPublication5797f01a-5113-42ff-8da6-b335ffce57e0
relation.isAuthorOfPublication.latestForDiscovery5797f01a-5113-42ff-8da6-b335ffce57e0
upv.uuid553f9a53-e290-4bed-91a6-dd67394c7584es_ES

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