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Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis

BACKGROUND: Rheumatoid arthritis (RA) is a chronic, immune-mediated inflammatory disease of the joints that has been associated with variation in the peripheral blood methylome. In this study, we aim to identify epigenetic variation that is associated with the response to tumor necrosis factor inhib...

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Autores principales: Julià, Antonio, Gómez, Antonio, López-Lasanta, María, Blanco, Francisco, Erra, Alba, Fernández-Nebro, Antonio, Mas, Antonio Juan, Pérez-García, Carolina, Vivar, Ma Luz García, Sánchez-Fernández, Simón, Alperi-López, Mercedes, Sanmartí, Raimon, Ortiz, Ana María, Fernandez-Cid, Carlos Marras, Díaz-Torné, César, Moreno, Estefania, Li, Tianlu, Martínez-Mateu, Sergio H., Absher, Devin M., Myers, Richard M., Molina, Jesús Tornero, Marsal, Sara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9118662/
https://www.ncbi.nlm.nih.gov/pubmed/35576644
http://dx.doi.org/10.1016/j.ebiom.2022.104053
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author Julià, Antonio
Gómez, Antonio
López-Lasanta, María
Blanco, Francisco
Erra, Alba
Fernández-Nebro, Antonio
Mas, Antonio Juan
Pérez-García, Carolina
Vivar, Ma Luz García
Sánchez-Fernández, Simón
Alperi-López, Mercedes
Sanmartí, Raimon
Ortiz, Ana María
Fernandez-Cid, Carlos Marras
Díaz-Torné, César
Moreno, Estefania
Li, Tianlu
Martínez-Mateu, Sergio H.
Absher, Devin M.
Myers, Richard M.
Molina, Jesús Tornero
Marsal, Sara
author_facet Julià, Antonio
Gómez, Antonio
López-Lasanta, María
Blanco, Francisco
Erra, Alba
Fernández-Nebro, Antonio
Mas, Antonio Juan
Pérez-García, Carolina
Vivar, Ma Luz García
Sánchez-Fernández, Simón
Alperi-López, Mercedes
Sanmartí, Raimon
Ortiz, Ana María
Fernandez-Cid, Carlos Marras
Díaz-Torné, César
Moreno, Estefania
Li, Tianlu
Martínez-Mateu, Sergio H.
Absher, Devin M.
Myers, Richard M.
Molina, Jesús Tornero
Marsal, Sara
author_sort Julià, Antonio
collection PubMed
description BACKGROUND: Rheumatoid arthritis (RA) is a chronic, immune-mediated inflammatory disease of the joints that has been associated with variation in the peripheral blood methylome. In this study, we aim to identify epigenetic variation that is associated with the response to tumor necrosis factor inhibitor (TNFi) therapy. METHODS: Peripheral blood genome-wide DNA methylation profiles were analyzed in a discovery cohort of 62 RA patients at baseline and at week 12 of TNFi therapy. DNA methylation of individual CpG sites and enrichment of biological pathways were evaluated for their association with drug response. Using a novel cell deconvolution approach, altered DNA methylation associated with TNFi response was also tested in the six main immune cell types in blood. Validation of the results was performed in an independent longitudinal cohort of 60 RA patients. FINDINGS: Treatment with TNFi was associated with significant longitudinal peripheral blood methylation changes in biological pathways related to RA (FDR<0.05). 139 biological functions were modified by therapy, with methylation levels changing systematically towards a signature similar to that of healthy controls. Differences in the methylation profile of T cell activation and differentiation, GTPase-mediated signaling, and actin filament organization pathways were associated with the clinical response to therapy. Cell type deconvolution analysis identified CpG sites in CD4+T, NK, neutrophils and monocytes that were significantly associated with the response to TNFi. INTERPRETATION: Our results show that treatment with TNFi restores homeostatic blood methylation in RA. The clinical response to TNFi is associated to methylation variation in specific biological pathways, and it involves cells from both the innate and adaptive immune systems. FUNDING: The Instituto de Salud Carlos III.
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spelling pubmed-91186622022-06-07 Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis Julià, Antonio Gómez, Antonio López-Lasanta, María Blanco, Francisco Erra, Alba Fernández-Nebro, Antonio Mas, Antonio Juan Pérez-García, Carolina Vivar, Ma Luz García Sánchez-Fernández, Simón Alperi-López, Mercedes Sanmartí, Raimon Ortiz, Ana María Fernandez-Cid, Carlos Marras Díaz-Torné, César Moreno, Estefania Li, Tianlu Martínez-Mateu, Sergio H. Absher, Devin M. Myers, Richard M. Molina, Jesús Tornero Marsal, Sara eBioMedicine Articles BACKGROUND: Rheumatoid arthritis (RA) is a chronic, immune-mediated inflammatory disease of the joints that has been associated with variation in the peripheral blood methylome. In this study, we aim to identify epigenetic variation that is associated with the response to tumor necrosis factor inhibitor (TNFi) therapy. METHODS: Peripheral blood genome-wide DNA methylation profiles were analyzed in a discovery cohort of 62 RA patients at baseline and at week 12 of TNFi therapy. DNA methylation of individual CpG sites and enrichment of biological pathways were evaluated for their association with drug response. Using a novel cell deconvolution approach, altered DNA methylation associated with TNFi response was also tested in the six main immune cell types in blood. Validation of the results was performed in an independent longitudinal cohort of 60 RA patients. FINDINGS: Treatment with TNFi was associated with significant longitudinal peripheral blood methylation changes in biological pathways related to RA (FDR<0.05). 139 biological functions were modified by therapy, with methylation levels changing systematically towards a signature similar to that of healthy controls. Differences in the methylation profile of T cell activation and differentiation, GTPase-mediated signaling, and actin filament organization pathways were associated with the clinical response to therapy. Cell type deconvolution analysis identified CpG sites in CD4+T, NK, neutrophils and monocytes that were significantly associated with the response to TNFi. INTERPRETATION: Our results show that treatment with TNFi restores homeostatic blood methylation in RA. The clinical response to TNFi is associated to methylation variation in specific biological pathways, and it involves cells from both the innate and adaptive immune systems. FUNDING: The Instituto de Salud Carlos III. Elsevier 2022-05-13 /pmc/articles/PMC9118662/ /pubmed/35576644 http://dx.doi.org/10.1016/j.ebiom.2022.104053 Text en © 2022 The Authors https://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 Articles
Julià, Antonio
Gómez, Antonio
López-Lasanta, María
Blanco, Francisco
Erra, Alba
Fernández-Nebro, Antonio
Mas, Antonio Juan
Pérez-García, Carolina
Vivar, Ma Luz García
Sánchez-Fernández, Simón
Alperi-López, Mercedes
Sanmartí, Raimon
Ortiz, Ana María
Fernandez-Cid, Carlos Marras
Díaz-Torné, César
Moreno, Estefania
Li, Tianlu
Martínez-Mateu, Sergio H.
Absher, Devin M.
Myers, Richard M.
Molina, Jesús Tornero
Marsal, Sara
Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis
title Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis
title_full Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis
title_fullStr Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis
title_full_unstemmed Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis
title_short Longitudinal analysis of blood DNA methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis
title_sort longitudinal analysis of blood dna methylation identifies mechanisms of response to tumor necrosis factor inhibitor therapy in rheumatoid arthritis
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9118662/
https://www.ncbi.nlm.nih.gov/pubmed/35576644
http://dx.doi.org/10.1016/j.ebiom.2022.104053
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