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Similarly, an ML-driven multi-omics integration approach, combining transcriptomic and genomic variation data, has effectively pinpointed highly multidrug-adapted traits within the Cryptococcus gattii species complex ( Erg11 sequences to predict antifungal resistance profiles in yeasts, achieving 75% accuracy for fluconazole resistance and identifying novel resistance-associated residues (Harrison et al., 2025)