Literature DB >> 28387599

Novel insights into systemic autoimmune rheumatic diseases using shared molecular signatures and an integrative analysis.

Marie Hudson1,2,3, Sasha Bernatsky3,4, Ines Colmegna3,4, Maximilien Lora4, Tomi Pastinen5, Kathleen Klein Oros1, Celia M T Greenwood1,6,7,8.   

Abstract

We undertook this study to identify DNA methylation signatures of three systemic autoimmune rheumatic diseases (SARDs), namely rheumatoid arthritis, systemic lupus erythematosus, and systemic sclerosis, compared to healthy controls. Using a careful design to minimize confounding, we restricted our study to subjects with incident disease and performed our analyses on purified CD4+ T cells, key effector cells in SARD. We identified differentially methylated (using the Illumina Infinium HumanMethylation450 BeadChip array) and expressed (using the Illumina TruSeq stranded RNA-seq protocol) sites between cases and controls, and investigated the biological significance of this SARD signature using gene annotation databases. We recruited 13 seropositive rheumatoid arthritis, 19 systemic sclerosis, 12 systemic lupus erythematosus subjects, and 8 healthy controls. We identified 33 genes that were both differentially methylated and expressed (26 over- and 7 under-expressed) in SARD cases versus controls. The most highly overexpressed gene was CD1C (log fold change in expression = 1.85, adjusted P value = 0.009). In functional analysis (Ingenuity Pathway Analysis), the top network identified was lipid metabolism, molecular transport, small molecule biochemistry. The top canonical pathways included the mitochondrial L-carnitine shuttle pathway (P = 5E-03) and PTEN signaling (P = 8E-03). The top upstream regulator was HNF4A (P = 3E-05). This novel SARD signature contributes to ongoing work to further our understanding of the molecular mechanisms underlying SARD and provides novel targets of interest.

Entities:  

Keywords:  DNA methylation; integrative analysis; systemic autoimmune rheumatic diseases; transcriptome

Mesh:

Substances:

Year:  2017        PMID: 28387599      PMCID: PMC5501195          DOI: 10.1080/15592294.2017.1303581

Source DB:  PubMed          Journal:  Epigenetics        ISSN: 1559-2294            Impact factor:   4.528


  41 in total

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Journal:  Epigenetics       Date:  2011-05-01       Impact factor: 4.528

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3.  Integrative analysis of DNA methylation in discordant twins unveils distinct architectures of systemic sclerosis subsets.

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4.  Systemic autoimmune disease as a cause of death: mortality burden and comorbidities.

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