Cross-Platform Transcriptomic Validation Identifies SERPINB2 as a Robust Chondrogenic Biomarker and Reveals Coordinated SERPIN Network Activation During Cartilage Lineage Commitment

Objective To validate SERPINB2 and SERPINA9 as chondrogenic biomarker candidates across independent transcriptomic platforms and cell sources, to characterise the complete SERPIN expression landscape during kartogenin (KGN)-induced chondrogenic differentiation of human mesenchymal stem cells (hMSCs), and to identify novel SERPIN biomarker candidates and their signalling context during cartilage lineage commitment. Design Multi-platform transcriptomic analysis across three independent datasets: (i) Affymetrix HGU133+2 microarray of KGN-induced chondrocytes versus undifferentiated hMSCs (ATCC source); (ii) Affymetrix Clariom D whole-transcriptome array of KGN-treated versus control hMSCs from an independent Mexican source (SINREG Laboratories); and (iii) previously published qPCR validation. Differential expression was computed using limma with Benjamini,Hochberg correction. SERPIN-focused cross-platform correlation and targeted pathway analysis were performed. Results The Clariom D dataset yielded 1,869 differentially expressed genes (925 upregulated, 944 downregulated; FDR < 0.05) from 29,124 transcripts tested. SERPINB2 was concordantly upregulated across all three platforms (Clariom D: fold-change [FC] +3.54, FDR = 0.006; HGU133+2: log2FC = +3.29, nominal P = 0.027; qPCR confirmed), establishing it as one of the most reproducible transcriptomic signals in chondrogenic differentiation. In the direct Bone versus Cart comparison, SERPINB2 showed ~45-fold chondrogenic enrichment (log2FC = −5.45, adjusted P < 0.0001). Cross-platform SERPIN correlation was significant (Pearson r = 0.54, P = 0.0025; n = 29 shared genes). Four additional SERPINs reached genome-wide significance on Clariom D: SERPINE2 (FC +2.57), SERPING1, SERPIND1, and SERPINE1. SERPINA9 was not replicated in the independent SINREG source, identifying it as a context-dependent marker. Conclusions SERPINB2 is a robust, cross-platform chondrogenic biomarker with translational potential for osteoarthritis (OA) monitoring. The coordinated SERPIN programme activates a multi-layered proteolytic and signalling network during cartilage lineage commitment, positioning SERPINB2 as a functional regulator of the chondro-osteogenic lineage decision.