In future research work, we will deeply explore the evolution, metabolic dynamics and functional diversification within the CD103+CD8+ TRM cell population, thereby clarifying the specific mechanism of this subset playing a key regulatory role in the tumour microenvironment. This evidence concerns the gene CD8A and neoplasm.