Integrating bioinformatics, molecular dynamics simulation and experimental verification to screen diagnostic biomarkers for polyamine metabolism-related osteoarthritis and predict potential drugs

This study initially identified four genes closely associated with polyamine metabolism-related genes: PLOD1, TSPO, SPP1, and COL6A1. These genes demonstrated potential value in the early diagnosis and precise intervention of OA. Triptolide was also found to have therapeutic potential for treating OA. These findings lay the groundwork for developing OA biomarkers and innovative therapeutic strategies.

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Publication Details

Journal
Journal of Orthopaedic Surgery and Research
Published
2025-12-01
DOI
https://doi.org/10.1186/s13018-025-06544-y
Primary Topic
Polyamine Metabolism and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Integrating bioinformatics, molecular dynamics simulation and experimental verification to screen diagnostic biomarkers for polyamine metabolism-related osteoarthritis and predict potential drugs

JunShuai Xue, Chang-Jiao Ji, Zumin Shi, Wei Wang et al.
Journal of Orthopaedic Surgery and Research
Polyamine Metabolism and Applications
article

Integrating bioinformatics, molecular dynamics simulation and experimental verification to screen diagnostic biomarkers for polyamine metabolism-related osteoarthritis and predict potential drugs

JunShuai Xue, Chang-Jiao Ji, Zumin Shi, Wei Wang, Jianxin Zhang, Tao Wei
article en

Abstract

This study initially identified four genes closely associated with polyamine metabolism-related genes: PLOD1, TSPO, SPP1, and COL6A1. These genes demonstrated potential value in the early diagnosis and precise intervention of OA. Triptolide was also found to have therapeutic potential for treating OA. These findings lay the groundwork for developing OA biomarkers and innovative therapeutic strategies.

Journal of Orthopaedic Surgery and ResearchVol. 21(1)
Shandong University of Traditional Chinese Medicine (CN), Affiliated Hospital of Shandong University of Traditional Chinese Medicine (CN), Chengdu University of Traditional Chinese Medicine (CN)
Openalex Percentile: Top 66%
Polyamine Metabolism and Applications
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Integrating bioinformatics, molecular dynamics simulation and experimental verification to screen diagnostic biomarkers for polyamine metabolism-related osteoarthritis and predict potential drugs — JunShuai Xue, Chang-Jiao Ji, et al. · Journal of Orthopaedic Surgery and Research (2025) | TGRS Research Map | TGRS