The invention features methods of treating disorders related to increased levels of myeloid derived suppressor cells such as cancer or infections. The disclosure also provides methods of treating cancer including combinations of LXRβ agonists and immunotherapies such as PD1 inhibitors, PDL1 inhibitors, and adoptive T-cell transfer therapy.