Javier Martínez-López, Lourdes Ortiz-Fernandez, Elkyn Estupiñán-Moreno, Martin Kerick, Eduardo Andrés-León, Laura C Terron-Camero, Elena Carnero-Montoro, Guillermo Barturen, Lorenzo Beretta, Isabel Almeida, Marta E Alarcón-Riquelme, Esteban Ballestar, Marialbert Acosta-Herrera, Javier Martín
{"title":"全基因组 DNA 甲基组和转录组综合分析显示,在系统性硬化症的表观遗传景观中,髓系成分存在强烈的失调。","authors":"Javier Martínez-López, Lourdes Ortiz-Fernandez, Elkyn Estupiñán-Moreno, Martin Kerick, Eduardo Andrés-León, Laura C Terron-Camero, Elena Carnero-Montoro, Guillermo Barturen, Lorenzo Beretta, Isabel Almeida, Marta E Alarcón-Riquelme, Esteban Ballestar, Marialbert Acosta-Herrera, Javier Martín","doi":"10.1002/art.43044","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Non-genetic factors influence Systemic Sclerosis (SSc) pathogenesis, underscoring epigenetics as a relevant contributor to the disease. We aimed to unravel DNA methylation abnormalities associated with SSc through an epigenome-wide association study (EWAS).</p><p><strong>Methods: </strong>We analyzed DNA methylation data from whole blood samples in 179 SSc patients and 241 unaffected individuals, to identify differentially methylated positions (DMPs) with a FDR<0.05. These results were further integrated with RNA-seq data from the same patients to assess their functional consequence. Additionally, we examined the impact of DNA methylation changes on transcription factors and analyzed the relationship between alterations of the methylation and gene expression profile and serum proteins levels.</p><p><strong>Results: </strong>This analysis yielded 525 DMPs enriched in immune-related pathways, being leukocyte cell-cell adhesion the most significant (FDR=4.91x10<sup>-9</sup>), prioritizing integrins as they were exposed by integrating methylome and transcriptome data. Furthermore, through this integrative approach we observed an enrichment of neutrophil related pathways, highlighting this myeloid cell type as a relevant contributor in SSc pathogenesis. In addition, we uncovered novel profibrotic and proinflammatory mechanisms involved in the disease. Finally, the altered epigenetic and transcriptomic signature revealed an increased activity of CCAAT/enhancer-binding protein (CEBP) transcription factor family in SSc, which is crucial in the myeloid lineage development.</p><p><strong>Conclusion: </strong>Our findings uncover the impaired epigenetic regulation of the disease and its impact on gene expression, identifying new molecules for potential clinical applications and improving our understanding of SSc pathogenesis.</p>","PeriodicalId":129,"journal":{"name":"Arthritis & Rheumatology","volume":" ","pages":""},"PeriodicalIF":11.4000,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genome-wide integrated DNA methylome and transcriptome analysis reveals a strong dysregulated myeloid component in the epigenetic landscape of Systemic Sclerosis.\",\"authors\":\"Javier Martínez-López, Lourdes Ortiz-Fernandez, Elkyn Estupiñán-Moreno, Martin Kerick, Eduardo Andrés-León, Laura C Terron-Camero, Elena Carnero-Montoro, Guillermo Barturen, Lorenzo Beretta, Isabel Almeida, Marta E Alarcón-Riquelme, Esteban Ballestar, Marialbert Acosta-Herrera, Javier Martín\",\"doi\":\"10.1002/art.43044\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>Non-genetic factors influence Systemic Sclerosis (SSc) pathogenesis, underscoring epigenetics as a relevant contributor to the disease. We aimed to unravel DNA methylation abnormalities associated with SSc through an epigenome-wide association study (EWAS).</p><p><strong>Methods: </strong>We analyzed DNA methylation data from whole blood samples in 179 SSc patients and 241 unaffected individuals, to identify differentially methylated positions (DMPs) with a FDR<0.05. These results were further integrated with RNA-seq data from the same patients to assess their functional consequence. Additionally, we examined the impact of DNA methylation changes on transcription factors and analyzed the relationship between alterations of the methylation and gene expression profile and serum proteins levels.</p><p><strong>Results: </strong>This analysis yielded 525 DMPs enriched in immune-related pathways, being leukocyte cell-cell adhesion the most significant (FDR=4.91x10<sup>-9</sup>), prioritizing integrins as they were exposed by integrating methylome and transcriptome data. Furthermore, through this integrative approach we observed an enrichment of neutrophil related pathways, highlighting this myeloid cell type as a relevant contributor in SSc pathogenesis. In addition, we uncovered novel profibrotic and proinflammatory mechanisms involved in the disease. Finally, the altered epigenetic and transcriptomic signature revealed an increased activity of CCAAT/enhancer-binding protein (CEBP) transcription factor family in SSc, which is crucial in the myeloid lineage development.</p><p><strong>Conclusion: </strong>Our findings uncover the impaired epigenetic regulation of the disease and its impact on gene expression, identifying new molecules for potential clinical applications and improving our understanding of SSc pathogenesis.</p>\",\"PeriodicalId\":129,\"journal\":{\"name\":\"Arthritis & Rheumatology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":11.4000,\"publicationDate\":\"2024-10-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Arthritis & Rheumatology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/art.43044\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"RHEUMATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Arthritis & Rheumatology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/art.43044","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RHEUMATOLOGY","Score":null,"Total":0}
Genome-wide integrated DNA methylome and transcriptome analysis reveals a strong dysregulated myeloid component in the epigenetic landscape of Systemic Sclerosis.
Objective: Non-genetic factors influence Systemic Sclerosis (SSc) pathogenesis, underscoring epigenetics as a relevant contributor to the disease. We aimed to unravel DNA methylation abnormalities associated with SSc through an epigenome-wide association study (EWAS).
Methods: We analyzed DNA methylation data from whole blood samples in 179 SSc patients and 241 unaffected individuals, to identify differentially methylated positions (DMPs) with a FDR<0.05. These results were further integrated with RNA-seq data from the same patients to assess their functional consequence. Additionally, we examined the impact of DNA methylation changes on transcription factors and analyzed the relationship between alterations of the methylation and gene expression profile and serum proteins levels.
Results: This analysis yielded 525 DMPs enriched in immune-related pathways, being leukocyte cell-cell adhesion the most significant (FDR=4.91x10-9), prioritizing integrins as they were exposed by integrating methylome and transcriptome data. Furthermore, through this integrative approach we observed an enrichment of neutrophil related pathways, highlighting this myeloid cell type as a relevant contributor in SSc pathogenesis. In addition, we uncovered novel profibrotic and proinflammatory mechanisms involved in the disease. Finally, the altered epigenetic and transcriptomic signature revealed an increased activity of CCAAT/enhancer-binding protein (CEBP) transcription factor family in SSc, which is crucial in the myeloid lineage development.
Conclusion: Our findings uncover the impaired epigenetic regulation of the disease and its impact on gene expression, identifying new molecules for potential clinical applications and improving our understanding of SSc pathogenesis.
期刊介绍:
Arthritis & Rheumatology is the official journal of the American College of Rheumatology and focuses on the natural history, pathophysiology, treatment, and outcome of rheumatic diseases. It is a peer-reviewed publication that aims to provide the highest quality basic and clinical research in this field. The journal covers a wide range of investigative areas and also includes review articles, editorials, and educational material for researchers and clinicians. Being recognized as a leading research journal in rheumatology, Arthritis & Rheumatology serves the global community of rheumatology investigators and clinicians.