Abstract Acute Lymphoblastic Leukaemia (ALL) patients experience relapse despite having a good prognosis; approximately 90% of children and 75% to 85% of adolescents and young adults survive for five years. Chemotherapy resistance and a poor prognosis are linked to relapsed acute lymphoblastic Leukaemia (R-ALL). Evidence suggests that the cytosolic 5 nucleotidase II (NT5C2) gene mutations play a crucial role in the emergence of recurrent ALL; The early R-ALL is usually accompanied by 6-MP resistance, which is typically brought on by gain-of-function mutations impacting NT5C2-driven mutation in relapse mutations by different mechanisms is still unknown. The study aims to identify novel top missense variants of NT5C2 that play a crucial role in the resistance of chemotherapy drugs, altered biological pathways and their impact on the treatment of relapse leukaemia. NT5C2 (5'-Nucleotidase, Cytosolic II) is a Protein Coding gene. This gene induces resistance to chemotherapeutic drug 6 mercaptopurine Which causes leukaemia cell growth and leukaemia-initiating cell activity. The NT5C2 gene variants are extracted from Genome Aggregation Database (gnomAD) and ExAC. The extracted data contained 2280 variants with chromosome number, position reference allele, and altered allele and these were functionally annotated using the ANNOVAR tool. The variants are screened through various computational tools to narrow down based on non-synonymous and stopgain mutations in the exonic region. The predicted 519 variants narrow down by scoring GERP (>2.0) and CADD PHRED (cut-off score >10), ClinVar, SIFT score, Polyphen, PhyloP, PhastCons, LRT score predictions and which indicates the top 10% deleterious variants including reported and unknown variants. The SNPs, insertions, deletions, CNVs or structural variants of top missense variants on genes, transcripts, and protein sequence determined on Variants Effect Predictor on the ensemble. These variants were verified on dbSNP and Clinvar through their variant IDs. The functional prediction of these variants was made to detect their significant role in R-ALL. These findings examine the future role of NT5C2 mutations in the chemoresistance of relapse ALL. This may help to find a new therapeutic combination of drugs to treat relapse acute lymphoblastic leukaemia to improve overall survival. Citation Format: Sugunakar V, Obul Reddy Bandapalli, Ramita Sharma. Identifications of novel variants using system biology-based approaches in NT5C2, its association to relapse acute lymphoblastic leukaemia [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2058.
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