Based on a meta-analysis of TCGA and GTEx data, we found that PIWIL1 presents unique features among PIWILs, as PIWIL2 and PIWIL4 are frequently deregulated in cancers but are also expressed in several normal tissues, while PIWIL1 is almost absent in non-transformed tissues. Here, PIWIL4 is linked to cancer.