PPIB and melanoma: While the association between peripheral B cells and their intratumoral counterparts remains unclear, the correlation between peripheral B cell abundance, B cell receptor clonality, and ICI response has been established in melanoma and NSCLC, suggesting B cells as potential biomarkers for predicting ICI response19–21.