Using T-cell-specific NRP1 knockout (KO) mice and genetic models of SEMA3A in cancer cells, we show that T cell expression of NRP1 and tumor cell expression of SEMA3A controls CD8+ T cell infiltration. Here, NRP1 is linked to cancer.