We also examined the relationship between JCHAIN and gene mutations, methylation analysis, and immune infiltration across various cancer types, and employed single-cell and spatial transcriptomics to investigate the association between JCHAIN and the immune microenvironment in BRCA. The gene discussed is JCHAIN; the disease is cancer.