Univariable analysis showed that the same morphologic characteristics, including tumor location, absence of necrosis, enhancement category, and margins and type of tissue surrounding non-enhanced regions, were predictive of IDH mutation in both the real and synthetic datasets. This evidence concerns the gene IDH1 and neoplasm.