Significance The mitochondrial enzyme glutaminase (GLS) is frequently up-regulated in cancer cells, and a GLS-selective inhibitor is being evaluated in clinical trials. Previous screens identified succinylated lysine residues on GLS, but the functional consequences of these posttranslational modifications have remained unclear. Here, we report that the mitochondrial desuccinylase SIRT5 stabilizes GLS. Both GLS and SIRT5 are upregulated during cellular transformation, and high expression of SIRT5 in human breast tumors correlates with poor patient prognosis. Mechanistically, SIRT5-mediated desuccinylation of residue K164 protects GLS from ubiquitination at K158 and from subsequent degradation. These findings reveal an important role for SIRT5 in mammary tumorigenesis and establish a posttranslational mechanism regulating GLS levels. Collectively, they support further investigation of SIRT5 as a potential therapeutic target.