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Updated: Aug 10, 2026

The Use of Reverse Phase Protein Arrays (RPPA) to Explore Protein Expression Variation within Individual Renal Cell Cancers
Published on: January 22, 2013
Unveiling differential gene expression and pathways in clear cell renal cell carcinoma with sarcomatoid
Yi Xian Foong1, Ning Yi Yap1,2, Kein Seong Mun3
1Department of Surgery, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
Background:
Sarcomatoid transformation in clear cell renal cell carcinoma (ccRCC) is associated with highly aggressive clinical behaviour and poor prognosis. The molecular basis underlying this transformation remains poorly defined.
Methods:
Formalin-fixed paraffin-embedded tumour samples from four patients with sarcomatoid ccRCC were analysed. Matched sarcomatoid, clear cell, and adjacent normal kidney tissues were subjected to gene expression profiling using the NanoString nCounter PanCancer Pathways Panel. Differential gene expression and pathway enrichment analyses were performed. External validation was conducted using The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma (TCGA-KIRC) dataset, and Gene Set Enrichment Analysis (GSEA) was used to assess pathway-level alterations.
Results:
Unsupervised clustering demonstrated clear segregation of sarcomatoid, clear cell, and normal kidney tissues. In the clear cell component, GDF6, VEGFA, and FGF11 were significantly upregulated, whereas SFRP1, PDGFRA, and FGF1 were downregulated, consistent with TCGA-KIRC validation. In the sarcomatoid component, 85 genes were differentially expressed relative to normal kidney tissue, including marked upregulation of COL11A1, MMP9, and IL20RB, and downregulation of PPARGC1A, SFRP1, and LRP2. Comparison between sarcomatoid and clear cell components identified 53 differentially expressed genes, with prominent upregulation of MMP9 and FN1. Pathway analysis revealed activation of epithelial-mesenchymal transition, cell cycle progression, DNA repair, and extracellular matrix remodelling pathways in sarcomatoid tissue. GSEA confirmed enrichment of epithelial-mesenchymal transition and proliferative signalling pathways.
Conclusions:
Sarcomatoid transformation in ccRCC is characterised by coordinated activation of epithelial-mesenchymal transition and invasive signalling pathways. MMP9 and FN1 emerge as key candidate biomarkers of sarcomatoid transformation and may have potential diagnostic and therapeutic relevance.

