COL4A1 and nonpapillary renal cell carcinoma: Uniquely, we identified an increase in the stromal autocorrelation of ITGAV and COL4A1 transcripts moving from the IO-naïve to IO-exposed setting which represents a unique spatial relationship not previously identified in ccRCC.