The disclosure relates to the use of phosphodiesterase 1 (PDE1) inhibitors for the treatment of cancers and tumors, including for inhibiting tumor recruitment of macrophages and other cells to the tumor or cancer, for complementing and enhancing checkpoint inhibitor therapies, and for mitigating the side effects (i.e., inflammatory-related adverse events) associated with checkpoint inhibitor therapies.