African trypanosomiasis is a neglected disease affecting humans and animals in sub-Saharan Africa, caused by extracellular parasites of the Trypanosoma brucei species complex. Despite recent progress in disease control, current treatments are limited by toxicity, emerging resistance, and incomplete understanding of their mechanisms of action, highlighting the need for new targeted therapeutic strategies. In Trypanosoma brucei, post-translational modifications such as SUMOylation play essential roles in cellular processes, including cell cycle progression and variable surface antigen expression, making this pathway an attractive therapeutic target. We evaluated the effect of ML-792, a selective inhibitor of the SUMO-activating enzyme (E1, SAE), on bloodstream form parasites. Structural analysis showed conservation of key features of the E1 enzyme, consistent with susceptibility to inhibition. ML-792 treatment reduced global SUMO conjugation and nuclear SUMO levels and impaired parasite proliferation in a dose-dependent manner, with an IC50 in the micromolar range, and induced defects in cell cycle progression, including abnormal nuclei/kinetoplast configurations. These results demonstrate that pharmacological inhibition of SUMOylation disrupts essential processes in T. brucei and support the SUMO pathway as a potential target for therapeutic intervention.