Scientific ReportsBioinformaticsPeer-reviewed journal article
Alterations in genes associated with cytosolic RNA sensing in whole blood are associated with coronary microvascular disease in SLE
Lihong HuoiD, Arati Naveen KumariD, Gantsetseg TumurkhuuiD, Moumita Bose, Daniel S. BermaniD, Daniel J. WallaceiD, Janet WeiiD, MARIKO L. ISHIMORIiD, C. Noel Bairey MerziD, Caroline Anne JefferiesiD
Abstract
ObjectiveTo investigate whether gene signatures discriminate systemic lupus erythematosus (SLE) patients with coronary microvascular dysfunction (CMD) from those without and whether any signaling pathway is linked to the underlying pathobiology of SLE CMD. MethodsThis study collected whole blood RNA samples from female subjects aged 37 to 57, comprising 11 SLE patients (4 SLE-CMD, 7 SLE-non-CMD) and 10 HC. Total RNA was then used for library preparation and sequencing. Differential gene expression analysis was performed to identify gene signatures associated with CMD in SLE patients using DEseq2 v1.42.0. Gene Set Enrichment Analysis were performed by ClusterProfiler v4.10.0 and pathfindR v2.3.1. ResultsRNA-seq analysis revealed 143 differentially expressed (DE) genes between the SLE and HC groups. GO analysis indicated associations with virus defense and interferon signaling in SLE. 14 DE genes were identified from comparison between SLE-CMD and SLE-non-CMD with adjusted parameters (padj < 0.1). Notably, SLE-CMD exhibited elevated levels of genes associated with RNA sensing, while downregulated genes in SLE-non-CMD were associated with blood coagulation and cell-cell junction. Further investigation highlighted differences in IFN signaling and ADP-ribosylation pathways between SLE-CMD and SLE-non-CMD, suggesting distinct molecular mechanisms underlying vascular changes in CMD and reduced left ventricular function in non-CMD. ConclusionOur study identified a unique gene signature in SLE-CMD compared to the HC group, highlighting the significant involvement of type 1 interferon, RIG-I family proteins, and chronic inflammation in the progression of SLE-CMD. The intricate relationship between SLE-CMD and these factors underscores their probable role in initiating and advancing SLE-CMD.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 1
- FWCI
- 0.73
- Field percentile
- top 35%
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