We found a female predominance, except for cases harboring NR4A3 and SUFU malignant mesothelioma, and most patients were around 60 years at diagnosis, but those harboring ALK or EWSR1/FUS::ATF1 gene fusions were younger. This evidence concerns the gene ATF1 and malignant mesothelioma.