Androgen deprivation is assumed to boost antitumor immunity—but Lee et al. overturn this logic in glioblastoma, showing that androgen loss activates a microglial inflammasome–hypothalamic–pituitary–adrenal axis cascade that elevates glucocorticoids and attenuates T cell function. The study reveals how organ context reverses endocrine control of tumor immunity.