Identification and Verification of Novel Biomarkers Involving Rheumatoid Arthritis with Multimachine Learning Algorithms: An In Silicon and In Vivo Study

<div>Differentially expressed signatures between RA and normal tissues. (a) Volcano plot of differentially expressed genes. Red represents upregulated genes; blue represents downregulated genes. (b, c) Bar plot of BP and KEGG pathway enrichment analysis of all DEGs. (d, e) GSEA indicates the most activated and inhibited pathways in RA compared with normal tissues.</div>

Mediators of Inflammation

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Figure 2: Identification and Verification of Novel Biomarkers Involving Rheumatoid Arthritis with Multimachine Learning Algorithms: An In Silicon and In Vivo Study 

Figure 2 | Identification and Verification of Novel Biomarkers Involving Rheumatoid Arthritis with Multimachine Learning Algorithms: An In Silicon and In Vivo Study 