Super-omics and PCAS reveal rheumatoid arthritis as a tumor-like disease

Xiao, L.; Aishan, N.; Ju, S.; Zhao, F.; Ouyang, X.; Chen, D.; Chen, W.; Xie, J.; Zhu, D.; Zhang, J.; Sun, L.; Li, Y.; Zhou, D.; Hu, Q.; Wu, J.; Meng, Q.; Zhou, J.; Xu, D.; Yu, J.; Liang, J.; Cai, Y.; Zhang, M.; He, Y.; Sun, Z.; Wang, L.; Lin, J.; Ji, F.

doi:10.1101/2025.01.17.633562

bioRxiv · 10.1101/2025.01.17.633562

Super-omics and PCAS reveal rheumatoid arthritis as a tumor-like disease

Xiao, L.·Aishan, N.·Ju, S.·Zhao, F.·Ouyang, X.·Chen, D.·Chen, W.·Xie, J.·Zhu, D.·Zhang, J.·Sun, L.·Li, Y.·Zhou, D.·Hu, Q.·Wu, J.·Meng, Q.·Zhou, J.·Xu, D.·Yu, J.·Liang, J.·Cai, Y.·Zhang, M.·He, Y.·Sun, Z.·Wang, L.·Lin, J.·Ji, F.

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Abstract

Rheumatoid arthritis (RA) is a debilitating systemic autoimmune disorder that significantly impairs quality of life. To elucidate the molecular alterations in RA progression, we performed comprehensive super-omics analyses on synovial tissues from patients with joint trauma, arthritis, and RA. These analyses included transcriptomics, proteomics, metabolomics, microbiomics, and fourteen PTMs (phosphorylation, acetylation, lactylation, O-GlcNAc glycosylation, arginine monomethylation, lysine monomethylation, lysine dimethylation, lysine trimethylation, succinylation, malonylation, glutarylation, tyrosine nitration, N-glycosylation, and O-glycosylation). Additionally, we developed a protein-centered association study (PCAS) method to integrate these complex datasets. Using this approach, we identified key proteins, such as STK17B, and its interactors, which may be crucial in RA pathogenesis. Tumor-like features, including aberrant angiogenesis and epithelial-mesenchymal transition, were observed in RA, alongside the potential involvement of oncogenes and tumor suppressor genes. Finally, we constructed a molecular interaction blueprint of RA, providing a comprehensive framework for advancing RA pathogenesis, diagnosis, and therapy.

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Xiao, L., Aishan, N., Ju, S., Zhao, F., Ouyang, X., Chen, D., Chen, W., Xie, J., Zhu, D., Zhang, J., Sun, L., Li, Y., Zhou, D., Hu, Q., Wu, J., Meng, Q., Zhou, J., Xu, D., Yu, J., Liang, J., Cai, Y., Zhang, M., He, Y., Sun, Z., Wang, L., Lin, J., Ji, F.. 2025-01-22. Super-omics and PCAS reveal rheumatoid arthritis as a tumor-like disease. https://doi.org/10.1101/2025.01.17.633562

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