Using a well-matched cohort of NSCLC tumor tissue from PWH and PWOH, and IMC analysis with preserved tissue architecture, we found that PWH harbored a TME that was consistent with highly exhausted, dysfunctional CD4+ and CD8+ T cells. Here, CD4 is linked to neoplasm.