722 Background: Previous large scale genomic studies have described somatic alterations that affect tumor progression. However, metabolic and immune pathway changes that occur with advancing disease stage are not well characterized. Herein, we performed transcriptomic profiling of clear-cell renal carcinoma (ccRCC) tumors across clinical stages to define these changes. Methods: TCGA Firehose Legacy cohort was used to determine differential gene expression between stage 3 ccRCCs from patients who remained disease free (S3DF) vs. those who relapsed (S3RL) within two years of nephrectomy. Single cell RNA-seq (scRNAseq) analysis was performed on primary ccRCCs from nine patients (stage 1 n=4, stage 3 n=4, metastatic n=1). Seurat V4 package and module score was used to analyze patterns of gene expression associated with tumor progression at the single cell level. Results: Transcriptomic comparison of ccRCCs from TCGA Firehose Legacy cohort revealed induction of genes encoding mitochondrial respiratory complexes and mitochondrial ribosomal proteins (MRPs) and decrease in expression of immune genes in S3RL as compared to S3DF tumors. Using a set of 23 differentially regulated mitochondrial and immune genes we established a transcriptomic signature that stratified patients into those at risk of relapse vs. not. ScRNA-seq data analysis determined increased expression of mitochondrial respiratory complexes’ gene-sets, and decreased levels of glycolytic genes and HIF targets during tumor progression from stage-I to metastatic. This was supported by spatial transcriptomics of cancer cells, which revealed clusters of cells with high mitochondrial activity and decreased MHC class I and II gene expression. Conclusions: The data support a model of progressive metabolic reprogramming from glycolysis and HIF-regulated pathways to mitochondrial respiration in parallel with diminished immune expression of antigens on cancer cells with advancing disease stage in ccRCC. Identification of targetable mitochondrial vulnerability could be a therapeutic option in patients who progress on immune checkpoint inhibitors.