A preliminary bioinformatic screen to identify SRI SMC2 PSIP1 TLE4 and MSX1 as potential diagnostic and prognostic markers of osteoarthritis

Osteoarthritis (OA) is the most common degenerative joint disease, leading to severe pain and functional disability for nearly 530 million people worldwide. OA is characterized by progressive loss of cartilage and synovial hyperplasia from the articulating surfaces of any diarthrodial joints, however, the majority of cases account for the hip and knee. Currently, regenerative therapy based on stem cells has emerged as one of the most promising and rapidly evolving strategies in OA. Although progression and potential regeneration can be monitored by magnetic resonance imaging (MRI), we lack proper molecular markers of joint regeneration for diagnostic and in vitro studies. Gene expression profiles of articular cartilage (chondrocytes) and synovium from OA-affected patients' were downloaded from The Gene Expression Omnibus database (GSE179716, GSE206848, GSE239343, GSE48556) and analyzed using various bioinformatic tools and platforms: GEO2R, FunRich, C-Big, The Human Protein Atlas, STRING, Orange data mining, Jasp, Gene Ontology and Reactome. OA-affected synovium and chondrocytes present differences between aurora B and A signaling. However, major biological pathways are similarly enriched with SRI, SMC2, PSIP1, TLE4, and MSX1 genes identified as prominent molecular biomarkers of OA progression and mesenchymal stem cell-based OA regeneration. Additionally, in peripheral blood mononuclear cells (PBMCs) from OA patients PSIP1 and TLE4 present (respectively) down and up-regulated mRNA levels. mRNA expression levels of chosen genes can indicate OA progression mainly in the in vitro studies, whereas the mRNA level ratio of PSIP1:TLE4 from PBMCs derived from OA patients can help monitor OA progression in clinical practice.

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Journal
Scientific Reports
Published
2025-08-20
DOI
https://doi.org/10.1038/s41598-025-13575-2
Primary Topic
Osteoarthritis Treatment and Mechanisms
Type
article
Field-Weighted Citation Impact
0.00

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article

A preliminary bioinformatic screen to identify SRI SMC2 PSIP1 TLE4 and MSX1 as potential diagnostic and prognostic markers of osteoarthritis

Joanna Boncela, Jolanta Kryczka, Jakub Mateusz Kryczka, Michał Pikuła et al.
Scientific Reports
Osteoarthritis Treatment and Mechanisms
article

A preliminary bioinformatic screen to identify SRI SMC2 PSIP1 TLE4 and MSX1 as potential diagnostic and prognostic markers of osteoarthritis

Joanna Boncela, Jolanta Kryczka, Jakub Mateusz Kryczka, Michał Pikuła, Ewa Brzeziańska‐Lasota
article en

Abstract

Osteoarthritis (OA) is the most common degenerative joint disease, leading to severe pain and functional disability for nearly 530 million people worldwide. OA is characterized by progressive loss of cartilage and synovial hyperplasia from the articulating surfaces of any diarthrodial joints, however, the majority of cases account for the hip and knee. Currently, regenerative therapy based on stem cells has emerged as one of the most promising and rapidly evolving strategies in OA. Although progression and potential regeneration can be monitored by magnetic resonance imaging (MRI), we lack proper molecular markers of joint regeneration for diagnostic and in vitro studies. Gene expression profiles of articular cartilage (chondrocytes) and synovium from OA-affected patients' were downloaded from The Gene Expression Omnibus database (GSE179716, GSE206848, GSE239343, GSE48556) and analyzed using various bioinformatic tools and platforms: GEO2R, FunRich, C-Big, The Human Protein Atlas, STRING, Orange data mining, Jasp, Gene Ontology and Reactome. OA-affected synovium and chondrocytes present differences between aurora B and A signaling. However, major biological pathways are similarly enriched with SRI, SMC2, PSIP1, TLE4, and MSX1 genes identified as prominent molecular biomarkers of OA progression and mesenchymal stem cell-based OA regeneration. Additionally, in peripheral blood mononuclear cells (PBMCs) from OA patients PSIP1 and TLE4 present (respectively) down and up-regulated mRNA levels. mRNA expression levels of chosen genes can indicate OA progression mainly in the in vitro studies, whereas the mRNA level ratio of PSIP1:TLE4 from PBMCs derived from OA patients can help monitor OA progression in clinical practice.

Scientific ReportsVol. 15(1)
Medical University of Lodz (PL), Institute for Medical Biology (PL), Gdansk University of Physical Education and Sport (PL), Gdańsk Medical University (PL), Polish Academy of Sciences (PL)
Instytut Biologii Medycznej Polskiej Akademii Nauk
Zero hunger
Openalex Percentile: Top 67%
Osteoarthritis Treatment and Mechanisms
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