TY - JOUR
T1 - Alterations of the Primary Cilia Gene SPAG17 and SOX9 Locus Noncoding RNAs Identified by RNA-Sequencing Analysis in Patients With Systemic Sclerosis
AU - Roberson, Elisha D.O.
AU - Carns, Mary
AU - Cao, Li
AU - Aren, Kathleen
AU - Goldberg, Isaac A.
AU - Morales-Heil, David J.
AU - Korman, Benjamin D.
AU - Atkinson, John P.
AU - Varga, John
N1 - Funding Information:
Supported in part by the Washington University Center for High Performance Computing (grant S10‐OD‐018091). Sequencing data were generated at the Genome Technology Access Center at the McDonnell Genome Institute (GTAC@MGI) of Washington University. GTAC was supported by the Siteman Cancer Center (grant P30‐CA91842) and the Institute of Clinical and Translational Sciences (ICTS) (grant UL1‐TR‐000448). Dr. Roberson's work was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS) Rheumatic Disease Core Center, NIH (grant P30‐AR‐048335), the NIAMS Rheumatic Diseases Research Resource‐based Center, NIH (grant P30‐AR‐073752), and the ICTS of Washington University in St. Louis (grant UL1‐TR‐000448). Dr. Cao's work was supported by the NIAMS Rheumatic Disease Core Center, NIH, (grant P30‐AR‐048335). Dr. Morales‐Heil's work was supported by an NIH training grant (T32‐AR‐007279‐36). Dr. Atkinson's work was supported by the NIAMS Rheumatic Disease Core Center, NIH (grant P30‐AR‐048335), and the ICTS of Washington University in St. Louis (grant UL1‐TR‐000448). Dr. Varga's work was supported by the Northwestern University Clinical and Translational Sciences Institute (grant UL1‐TR‐000150).
Publisher Copyright:
© 2022 American College of Rheumatology.
PY - 2023/1
Y1 - 2023/1
N2 - Objective: Systemic sclerosis (SSc) is characterized by immune activation, vasculopathy, and unresolving fibrosis in the skin, lungs, and other organs. We performed RNA-sequencing analysis on skin biopsy samples and peripheral blood mononuclear cells (PBMCs) from SSc patients and unaffected controls to better understand the pathogenesis of SSc. Methods: We analyzed these data 1) to test for case/control differences and 2) to identify genes whose expression levels correlate with SSc severity as measured by local skin score, modified Rodnan skin thickness score (MRSS), forced vital capacity (FVC), or diffusing capacity for carbon monoxide (DLco). Results: We found that PBMCs from SSc patients showed a strong type I interferon signature. This signal was found to be replicated in the skin, with additional signals for increased extracellular matrix (ECM) genes, classical complement pathway activation, and the presence of B cells. Notably, we observed a marked decrease in the expression of SPAG17, a cilia component, in SSc skin. We identified genes that correlated with the MRSS, DLco, and FVC in SSc PBMCs and skin using weighted gene coexpression network analysis. These genes were largely distinct from the case/control differentially expressed genes. In PBMCs, type I interferon signatures negatively correlated with the DLco. In SSc skin, ECM gene expression positively correlated with the MRSS. Network analysis of SSc skin genes that correlated with clinical features identified the noncoding RNAs SOX9-AS1 and ROCR, both near the SOX9 locus, as highly connected, “hub-like” genes in the network. Conclusion: These results identify noncoding RNAs and SPAG17 as novel factors potentially implicated in the pathogenesis of SSc.
AB - Objective: Systemic sclerosis (SSc) is characterized by immune activation, vasculopathy, and unresolving fibrosis in the skin, lungs, and other organs. We performed RNA-sequencing analysis on skin biopsy samples and peripheral blood mononuclear cells (PBMCs) from SSc patients and unaffected controls to better understand the pathogenesis of SSc. Methods: We analyzed these data 1) to test for case/control differences and 2) to identify genes whose expression levels correlate with SSc severity as measured by local skin score, modified Rodnan skin thickness score (MRSS), forced vital capacity (FVC), or diffusing capacity for carbon monoxide (DLco). Results: We found that PBMCs from SSc patients showed a strong type I interferon signature. This signal was found to be replicated in the skin, with additional signals for increased extracellular matrix (ECM) genes, classical complement pathway activation, and the presence of B cells. Notably, we observed a marked decrease in the expression of SPAG17, a cilia component, in SSc skin. We identified genes that correlated with the MRSS, DLco, and FVC in SSc PBMCs and skin using weighted gene coexpression network analysis. These genes were largely distinct from the case/control differentially expressed genes. In PBMCs, type I interferon signatures negatively correlated with the DLco. In SSc skin, ECM gene expression positively correlated with the MRSS. Network analysis of SSc skin genes that correlated with clinical features identified the noncoding RNAs SOX9-AS1 and ROCR, both near the SOX9 locus, as highly connected, “hub-like” genes in the network. Conclusion: These results identify noncoding RNAs and SPAG17 as novel factors potentially implicated in the pathogenesis of SSc.
UR - http://www.scopus.com/inward/record.url?scp=85138652567&partnerID=8YFLogxK
U2 - 10.1002/art.42281
DO - 10.1002/art.42281
M3 - Article
C2 - 35762854
AN - SCOPUS:85138652567
SN - 2326-5191
VL - 75
SP - 108
EP - 119
JO - Arthritis and Rheumatology
JF - Arthritis and Rheumatology
IS - 1
ER -