Aim: In acute lymphoblastic leukemia (ALL), thiopurine group drugs are the most basic drugs and are included in almost all treatment protocols, especially in maintenance treatment. The mechanism of action of thioguanine nucleotides is to enter the DNA structure in cells, disrupt DNA synthesis, and trigger programmed cell death. The impact of deleterious SNPs on nucleotide triphosphate diphosphatase protein regarding ALL is not yet fully understood. In this study, it was aimed to determine the possible deleterious impacts of missense variants in the NUDT15 gene on protein structure and stabilization that play a significant role in susceptibility to the disease, using modern bioinformatics software. Method: To access SNPs in the NUDT15, it was used National Center for Biotechnology Information (NCBI), Single Nucleotide Polymorphism Database (dbSNP). In bioinformatics tools used in this study included SIFT, PolyPhen-2, PROVEAN, SNAP2, and PANTHER, followed by I-Mutant, HOPE, and STRING. Results: The results of the analysis showed that in a total of 6663 SNPs in the NUDT15, 6 variants have been identified as ‘deleterious’. According to the I-Mutant software, 4 deleterious SNPs decreased protein stability while 2 deleterious SNPs increased protein stability. In the HOPE database analysis, E115G, E57G, F52L, and K33N mutant amino acids were found to be smaller and more hydrophobic than wild-type amino acids, while G53R and G145D mutant amino acids were found to be larger. Thus, all variations resulted in alterations in the net charge on the NUDT15 protein. Conclusion: Data on NUDT15 variants will contribute to the prediction of the patient’s response to thiopurine drugs in future studies, to a better understanding of the patient’s susceptibility to drug interactions, and ultimately to obtaining information about the prognosis.