Deciphering the Structural Requirements of Nucleoside Bisubstrate Analogues for Inhibition of MbtA in Mycobacterium tuberculosis: A FB-QSAR Study and Combinatorial Library Generation for Identifying Potential Hits

2011 ◽  
Vol 30 (10) ◽  
pp. 863-872 ◽  
Author(s):  
Lakshmi Maganti ◽  
Sanjit Kumar Das ◽  
Nahren Manuel Mascarenhas ◽  
Nanda Ghoshal
2001 ◽  
Vol 42 (1) ◽  
pp. 128-136 ◽  
Author(s):  
Aouatef Bellamine ◽  
Anil T. Mangla ◽  
Allen L. Dennis ◽  
W. David Nes ◽  
Michael R. Waterman

2000 ◽  
Vol 6 (2) ◽  
pp. 107-120 ◽  
Author(s):  
Emili Besalú ◽  
Robert Ponec ◽  
Jesus Vicente de Julián-Ortiz

2000 ◽  
Vol 43 (12) ◽  
pp. 2300-2309 ◽  
Author(s):  
Maria Fichera ◽  
Gabriele Cruciani ◽  
Alfredo Bianchi ◽  
Giuseppe Musumarra

1987 ◽  
Vol 55 (5) ◽  
pp. 1279-1288 ◽  
Author(s):  
S Nagao ◽  
H Takada ◽  
K Yagawa ◽  
H Kutsukake ◽  
T Shiba ◽  
...  

2018 ◽  
Vol 2018 ◽  
pp. 1-24 ◽  
Author(s):  
Shola Elijah Adeniji ◽  
Sani Uba ◽  
Adamu Uzairu

A quantitative structure-activity relationship (QSAR) study was performed to develop a model that relates the structures of 50 compounds to their activities against M. tuberculosis. The compounds were optimized by employing density functional theory (DFT) with B3LYP/6-31G⁎. The Genetic Function Algorithm (GFA) was used to select the descriptors and to generate the correlation model that relates the structural features of the compounds to their biological activities. The optimum model has squared correlation coefficient (R2) of 0.9202, adjusted squared correlation coefficient (Radj) of 0.91012, and leave-one-out (LOO) cross-validation coefficient (Qcv2) value of 0.8954. The external validation test used for confirming the predictive power of the built model has R2pred value of 0.8842. These parameters confirm the stability and robustness of the model. Docking analysis showed the best compound with high docking affinity of −14.6 kcal/mol which formed hydrophobic interaction and hydrogen bond with amino acid residues of M. tuberculosis cytochromes (Mtb CYP121). QSAR and molecular docking studies provide valuable approach for pharmaceutical and medicinal chemists to design and synthesize new anti-Mycobacterium tuberculosis compounds.


PLoS ONE ◽  
2021 ◽  
Vol 16 (11) ◽  
pp. e0259348
Author(s):  
Ruben Cloete ◽  
Mohd Shahbaaz ◽  
Melanie Grobbelaar ◽  
Samantha L. Sampson ◽  
Alan Christoffels

Nicotinamide-nucleotide adenylyl transferase (Rv2421c) was selected as a potential drug target, because it has been shown, in vitro, to be essential for Mycobacterium tuberculosis growth. It is conserved between mycobacterium species, is up-regulated during dormancy, has a known 3D crystal structure and has no known human homologs. A model of Rv2421c in complex with nicotinic acid adenine dinucleotide and magnesium ion was constructed and subject tovirtual ligand screening against the Prestwick Chemical Library and the ZINC database, which yielded 155 potential hit molecules. Of the 155 compounds identified five were pursued further using an IC50 based 3D-QSAR study. The 3D-QSAR model validated the inhibition properties of the five compounds based on R2 value of 0.895 and Q2 value of 0.944 compared to known inhibitors of Rv2421c. Higher binding affinities was observed for the novel ZINC13544129 and two FDA approved compounds (Novobiocin sodium salt, Sulfasalazine). Similarly, the total interaction energy was found to be the highest for Cromolyn disodium system (-418.88 kJ/mol) followed by Novobiocin (-379.19 kJ/mol) and Sulfasalazine with (-330.13 kJ/mol) compared to substrate DND having (-185.52 kJ/mol). Subsequent in vitro testing of the five compounds identified Novobiocin sodium salt with activity against Mycobacterium tuberculosis at 50 μM, 25μM and weakly at 10μM concentrations. Novobiocin salt interacts with a MG ion and active site residues His20, Thr86, Gly107 and Leu164 similar to substrate DND of Mycobacterium tuberculosis Rv2421c. Additional in silico structural analysis of known Novobiocin sodium salt derivatives against Rv2421c suggest Coumermycin as a promising alternative for the treatment of Mycobacterium tuberculosis based on large number of hydrogen bond interactions with Rv2421c similar in comparison to Novobiocin salt and substrate DND.


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