This study explored the genomic alterations in , a key yeast in industrial biotechnology, under both spontaneous and mutagen-induced conditions. Our findings reveal that spontaneous mutations occur at a rate of approximately 4 × 10 events per base pair per cell division, primarily manifesting as single-nucleotide variations (SNVs) and small insertions and deletions (InDels). Notably, C-to-T/G-to-A transitions and C-to-A/G-to-T transversions dominate the spontaneous SNVs, while 1 bp deletions, likely resulting from template slippage, are the most frequent InDels. Furthermore, chromosomal aneuploidy and rearrangements occur, albeit at a lower frequency. Exposure to ultraviolet (UV) light, methylmethane sulfonate (MMS), and Zeocin significantly enhances the rates of SNVs and alters their mutational spectra in distinct patterns. Notably, Zeocin-induced SNVs are predominantly T-to-A and T-to-G substitutions, often occurring within the 5'-TGT-3' motif ( denotes the mutated base). Additionally, Zeocin exhibits a higher potency in stimulating InDels compared to UV and MMS. Translesion DNA synthesis is implicated as the primary mechanism behind most Zeocin-induced SNVs and some InDels, whereas non-homologous end joining serves as the main pathway for Zeocin-mediated InDels. Intriguingly, the study identifies the gene , encoding a protein kinase, as negatively associated with Zeocin resistance. Overall, our results not only deepened our knowledge about the genome evolution in but also provided reference to develop innovative strategies to harness its genetic potential.IMPORTANCE exhibits high environmental stress tolerance and lipid metabolism capabilities, making it a microorganism with significant industrial application potential. In this study, we investigated the genomic variation and evolutionary patterns of this yeast under both spontaneous and induced mutation conditions. Our results reveal distinctive mutation spectra induced by different mutagenic conditions and elucidate the underlying genetic mechanisms. We further highlight the roles of non-homologous end joining and translesion synthesis pathways in Zeocin-induced mutations, demonstrating that such treatments can rapidly confer drug resistance to the cells. Overall, our research enhances the understanding of how yeast genomes evolve under various conditions and provides guidance for developing more effective mutagenesis and breeding techniques.