A Computational Exploration of Whole Genome Sequences of Klebsiella pneumoniae ST16 for Beta-lactam Resistance and the Discovery of NMD-1 Resistance Gene Inhibitor

Abstract

AbstractAntibiotic resistance is a growing concern in healthcare and medicine. This research focuses on studying the sequences of Klebsiella pneumoniae ST16 from the NCBI database. The goal is to identify genes that cause resistance to antibiotics and potentially find substances that can inhibit them. The study discovered genes that contribute to resistance against types of antibiotics such as macrolides, fluoroquinolones, aminoglycosides, sulphonamides, rifampicin, trimethoprim, and beta-lactams. Notable genes identified include blaTEM 1B, blaCTX M 15, and blaNDM-1. Furthermore, changes were observed in the acrR, ompK36, and gyrA genes, along with alterations in the corresponding acids, which are associated with resistance. The analysis also examined the alleles at each locus and found that FIA had a new allele. Molecular docking results revealed that baicalein showed docking scores of -7.7 kcal/mol when binding with New Delhi Metallo 1 (NDM-1) related to beta-lactams. The RMSD plot demonstrated behavior for both Baicalein and Adapalene complexes of NDM-1 over a 50 ns simulation period. However, the higher Rg value for the NDM-1 Beta-Lactamase 1-Adapalene complex indicates it may have slightly more flexibility compared to the NDM-1 Beta-Lactamase 1-Baicalein complex. Summarily, the study offers information about how antibiotic resistance works in relation to the NDM-1 gene and its role in beta-lactam resistance based on analysis which reveals that beyond baicalein, other excellent bioactive (taxifolin, and ellagic acid) strongly bind to the NDM 1 domain and can be further investigated experimentally.