In tumor samples from patients with NSCLC treated with ICIs, high CD4+ cell densities in the tumor cores correlated with favorable clinical outcomes, highlighting the clinical utility of our noninvasive PET imaging approach. Here, CD4 is linked to non-small cell lung carcinoma.