In the replication cohort, metabolite abundancies are slightly different in the BAP1 group, with F1-scores of 0.82, 0.59, and 0.59 for patients harboring a BAP1, SF3B1, and EIF1AX-mutated tumor in the negative ion mode, respectively (Table 3B). The gene discussed is BAP1; the disease is neoplasm.