Methods of treating cancer and improving immunotherapies comprising decreasing soluble immune receptor levels are provided. Agents that bind membranal immune receptor and inhibit proteolytic cleavage of the receptor and agents that bind soluble immune receptor and that are neither receptor agonists nor antagonists are also provided, as are methods of producing these agents.