Somatic mutations of the PTEN tumor suppressor gene in tumors are associated with advanced disease, chemotherapy resistance, and poor survival. PTEN point mutations or deletions that inactivate one (hemizygous loss) or both genes (homozygous loss) are frequent somatic events in all cancers. Mouse models have shown that the tumor-promoting abilities of Pten loss can exhibit haploinsufficiency, with hemizygous loss being more tumorigenic than homozygous loss. Most PTEN biomarker studies of human tumors have not considered potential differences between hemi- and homozygous loss. To determine the oncogenic role of hemizygous PTEN loss in a range of solid tumors, we performed an analysis of 393 (4.03%) to be homozygous and 2292 (23.51%) hemizygous PTEN losses derived from 9,748 cases of the Cancer Genome Atlas (TCGA) cohort analyzing 31 tumor types. Both hemi- and homozygous PTEN loss were strongly associated with a less favorable outcome and the acquisition of genomic features of tumor progression. Combined survival analysis of the TCGA cohort showed that patients with hemizygous PTEN loss had worse outcomes than homozygous loss and PTEN intact (P<0.0001). Hemizygous loss in tumors of colon, head and neck and cervix had less favorable outcomes compared to homozygous loss and intact tumors. Tumors with hemizygous PTEN loss had significantly higher levels of nonsilent mutations, intratumor heterogeneity, aneuploidy, and percent genome altered compared to homozygous loss. These data suggest that the more extensive genomic diversity associated with hemizygous loss could be providing the selective advantage and worse outcome in these tumor types. Transcriptome analysis showed that most investigated tumors had immune-related pathways up- or downregulated when PTEN was lost. CIBERSORT analysis found that the imputed immune cell abundances were significantly altered for both types of PTEN loss, with changes in head and neck, cervix, stomach, prostate, brain, and colon being more evident in hemizygous loss tumors. Collectively, these data draw attention to the need for more comprehensive PTEN biomarker studies of the prognostic role of hemizygous loss. Future studies should also investigate the role of reduced levels of PTEN protein on differential treatment responses to chemo- or immunotherapy in specific tumor types.