While organ‐confined prostate cancer (PCa) is mostly therapeutically manageable, metastatic progression of PCa remains an unmet clinical challenge. Resistance to anoikis, a form of cell death initiated by cell detachment from the surrounding extracellular matrix, is one of the cellular processes critical for PCa progression towards aggressive disease. Therefore, further understanding of anoikis regulation in PCa might provide therapeutic opportunities. Here, we discover that PCa tumours with concomitant inhibition of two tumour suppressor phosphatases, PP2A and PTEN, are particularly aggressive, having < 50% 5‐year secondary‐therapy‐free patient survival. Functionally, overexpression of PME‐1, a methylesterase for the catalytic PP2A‐C subunit, inhibits anoikis inPTEN‐deficient PCa cells.In vivo, PME‐1 inhibition increased apoptosis inin ovoPCa tumour xenografts, and attenuated PCa cell survival in zebrafish circulation. Molecularly, PME‐1‐deficient PC3 cells display increased trimethylation at lysines 9 and 27 of histone H3 (H3K9me3 and H3K27me3), a phenotype known to correlate with increased apoptosis sensitivity. In summary, our results demonstrate that PME‐1 supports anoikis resistance inPTEN‐deficient PCa cells. Clinically, these results identify PME‐1 as a candidate biomarker for a subset of particularly aggressivePTEN‐deficient PCa.