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Organobismuth compounds, i.e., organic-inorganic hybrid molecules composed of an organic structure and bismuth metal, have been reported to induce cytotoxicity in cancer cells; however, the target proteins associated with this cytotoxicity have not been elucidated. Herein, we investigated the inhibitory effect of five organobismuth compounds on human glyoxalase I (hGLO I), a promising target candidate for cancer therapy. Among these compounds, triphenylbismuth dichloride (Bi-05) exerted a strong inhibitory effect on hGLO I. Indeed, Bi-05 inhibited hGLO I in a dose-dependent manner with an IC 50 value of 0.18 µM. Bi-05 also induced cytotoxicity in human leukemia HL-60 cells and human lung cancer NCI-H522 cells, both of which exhibit high expression levels of GLO I. However, the hGLO I-inhibiting and cytotoxic effects of Bi-05 disappeared when the bismuth atom was replaced with an antimony or phosphorus atom. Bismuth(III) nitrate had little inhibitory effect on hGLO I activity and only slightly reduced the viability of cancer cells. In the culture medium of Bi-05-treated HL-60 cells, the concentration of the GLO I substrate methylglyoxal was markedly elevated. In addition, Bi-05 treatment more strongly inhibited human lung cancer NCI-H522 cell (exhibiting high GLO I expression) proliferation than human lung cancer NCI-H460 cell (exhibiting low GLO I expression) proliferation. Furthermore, the cytotoxicity of Bi-05 was significantly decreased by pre-and co-treatment with the methylglyoxal scavengers N-acetyl-L-cysteine and aminoguanidine. Overall, these results suggest that Bi-05 treatment leads to the accumulation of methylglyoxal via GLO I inhibition, resulting in cytotoxic effects in cancer cells.