Fig. 4

Functional role of USP35 in KIRC and its involvement in oncogenic processes. A Correlation analysis of USP35 expression with various oncogenic processes. B GSVA comparing high and low USP35 expression groups in KIRC, highlighting metabolic pathway enrichment. C Circular plot illustrating the association between USP35 expression and several oncogenic pathways. D SNV Neoantigen burden correlation across cancer types in relation to USP35 expression. E GSEA on KEGG gene sets in pan-cancer, highlighting metabolic and immune-related differences between high and low USP35 expression groups. F Functional categorization of pathways associated with USP35 expression