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Defining imaging sub-phenotypes of psoriatic arthritis: integrative analysis of imaging data and gene expression in a PsA patient cohort.
- Source :
- Rheumatology; Dec2022, Vol. 61 Issue 12, p4952-4961, 10p
- Publication Year :
- 2022
-
Abstract
- Objectives To define imaging sub-phenotypes in patients with PsA; determine their association with whole blood gene expression and identify biological pathways characterizing the sub-phenotypes. Methods Fifty-five patients with PsA ready to initiate treatment for active disease were prospectively recruited. We performed musculoskeletal ultrasound assessment of the extent of inflammation in the following domains: synovitis, peritenonitis, tenosynovitis and enthesitis. Peripheral whole blood was profiled with RNAseq, and gene expression data were obtained. First, unsupervised cluster analysis was performed to define imaging sub-phenotypes that reflected the predominant tissue involved. Subsequently, principal component analysis was used to determine the association between imaging-defined sub-phenotypes and peripheral blood gene expression profile. Pathway enrichment analysis was performed to identify underlying mechanisms that characterize individual sub-phenotypes. Results Cluster analysis revealed three imaging sub-phenotypes: (i) synovitis predominant [ n = 31 (56%)]; (ii) enthesitis predominant [ n = 13 (24%)]; (iii) peritenonitis predominant [ n = 11 (20%)]. The peritenonitis-predominant sub-phenotype had the most severe clinical joint involvement, whereas the enthesitis-predominant sub-phenotype had the highest tender entheseal count. Unsupervised clustering of gene expression data identified three sub-phenotypes that partially overlapped with the imaging sub-phenotypes suggesting biological and clinical relevance of these sub-phenotypes. We therefore characterized enriched differential pathways, which included: immune system (innate system, B cells and neutrophil degranulation), complement system, platelet activation and coagulation function. Conclusions We identified three sub-phenotypes based on the predominant tissue involved in patients with active PsA. Distinct biological pathways may underlie these imaging sub-phenotypes seen in PsA, suggesting their biological and clinical importance. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 14620324
- Volume :
- 61
- Issue :
- 12
- Database :
- Complementary Index
- Journal :
- Rheumatology
- Publication Type :
- Academic Journal
- Accession number :
- 160656080
- Full Text :
- https://doi.org/10.1093/rheumatology/keac078