Designing novel inhibitors for Mycobacterium tuberculosis by targeting inhA and kasA genes using ligand-based drug discovery
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Setlai, Mojalefa Brian
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Central University of Technology
Abstract
Tuberculosis (TB) affects almost one-third of the world’s population and is caused by
the Mycobacterium tuberculosis (M. tuberculosis) bacteria. One of the problems in
treating tuberculosis is the emergence of multidrug-resistant tuberculosis (MDR-TB)
and extensively drug-resistant tuberculosis (XDR-TB). The disease and the
emergence of multidrug-resistant variants of M. tuberculosis have opened the doors
for researchers to find novel drug targets. Since both fatty-acid enoyl-acyl carrier
protein reductase (InhA) and β-ketoacyl-ACP synthase (KasA) enzymes are the
primary targets of action for isoniazid (INH) and thiolactomycin (TLM) in M.
tuberculosis, the aim of the study was to design novel drug candidates that target
and bind to InhA and KasA enzymes responsible for the synthesis of mycolic acid of
the M. tuberculosis cell wall from TLM derivatives and cause inhibition of the cell wall
synthesis.
The research study was approved by The Environmental and Biosafety Research
Ethics Committee of the University of the Free State, with Ethics approval number
UFS-ESD2019/0064. The study was applied experimental research conducted in
three stages to develop drug candidates for novel drugs by using the ligand-based
bioinformatics tool PubChem to find the native ligand binding sites for TLM
derivatives that have a strong binding capacity to the InhA and KasA proteins. We
created a construct sequence for the inhA and kasA genes of M. tuberculosis H37Rv
strain using nucleotide Basic Local Alignment Search Tool (BLAST) search on the
National Center for Biotechnology Information (NCBI) and performed drug
susceptibility testing on Mycobacterium smegmatis (M. smegmatis) MC2155 strain
to surrogate M. tuberculosis H37Rv strain due to its non-pathogenic characteristic
and similarity to M. tuberculosis in genome and structure. M. smegmatis strain was
isolated utilizing the Becton Dickinson (BD) BBL Bactec Mycobacteria Growth
Indicator Tube (MGIT) bottles and then inoculated on Mueller Hinton agar (MHA)
plates infused with different concentrations of drug compounds of interest.
The inhA and kasA gene sequences were subjected to BLAST analysis at the NCBI
against M. tuberculosis whole genome ribosomal ribonucleic acid (rRNA) sequence
to identify the closest homologs. Among resulting hits, the sequences with 100% identity homologs were selected. These strains were selected, and the H37Rv rRNA
sequences were obtained. Phylogenetic analysis was carried out using the maximum
likelihood method based on the Tamura–Nei model. All positions in the sequence
containing gaps and missing data were eliminated. The phylogenetic analysis
showed the branch lengths and the bacterial isolates identified in this study. Both
receptors InhA and KasA were submitted to Protein Database Summaries (PDBsum)
to determine their interaction, and coordinates of the interaction between the protein
and the ligand noted. 5-fluoro-1-(glucosyl) pyrimidine-2,4(1H,3H)-dione (GPK) was
derived from TLM and used as a ligand. After multiple runs, a cluster analysis was
performed. The hydrophobic residues-binding positions for InhA and KasA proteins
were acquired, and the ligands docked in the active position to determine the
interactions with the highest binding affinity.
The results of M. tuberculosis strain H37Rv sequences with 100% identity homologs
were selected from the resulting hits. The obtained sequence reads were aligned to
the reference genome (CP003248) using the NCBI BLAST. There were no open
gaps found within the nucleotide sequences, meaning that there were 100% identities
and 0% gaps between the reference genome subject (Sbjct) and the query genes
(Query) inhA “GeneID: 886523” (CP072765.1) with 831/831 bits, and kasA "GeneID:
887269" (NC_000962.3; CP072765.1; CP007027.1; CP053903.1; CP003248.2) with
1251/1251 bits.
There were seven synthesized TLM derivative compounds, GPK91, GPK92, GPK93,
GPK94, GPK95, GPK96, and GPK97, but there were only two potential candidates
for the novel antimycobacterial drugs, GPK91 and GPK96. The designed ligand
compounds were docked with InhA PDB ID 3FNE and KasA PDB ID 4C6X imported
from PDBsum. TLM was used as a reference ligand in both proteins. Our study
showed that all the designed drug compounds had a good affinity toward the binding
pockets of InhA and KasA. When docked with InhA, GPK91 showed the hydrogen
bond interaction with GLY96, ALA198, and ILE294 with the best docking score of -8.88
binding energy. In the study done by Sharma et al. (2015), InhA 2X23 showed a
hydrogen bond interaction with VAL65:HN1 with the docking scores of -12.6 binding
energy for ZINC01777652, and -12.7 for ZINC03831448. In this study, GPK96 was docked with KasA 4C6X and showed a high affinity towards
the binding pocket compared to the reference TLM, with a docking score of -7.746
binding energy. GPK96 also showed the hydrogen bond with MET213, THR315,
THR313, and additional Pi-Pi stacking with the PHE404. The study by Sharma et al.
(2015), KasA 4C72, showed hydrogen bond interaction with HIS311:HE21 with -10.7
binding energy for ZINC01530603 and -10.8 for ZINC01532344. In the same study
by Sharma et al. (2015), all the compounds made several of interactions at the
binding site with HIS345 and GLN171 that were similar to TLM. Similarly, in our study,
there were other ligands with good affinity towards the binding positions of InhA and
KasA, but none of the compounds displayed a simultaneous targeting of InhA and
KasA. Previous studies have demonstrated that TLM is an inhibitor of the FAS-II
condensing enzyme β-ketoacyl-ACP synthase (Slayden et al., 1996). This activity of
TLM makes it a proficient reagent for designing novel drugs that could inhibit the
activity of the InhA and KasA proteins. A series of articles that have been published
state that, InhA is not the primary target of INH but rather that of KasA, which is the
primary target of INH in M. tuberculosis (Mdluli et al., 1996; 1998; Barry, 1997; 2001;
Slayden et al., 2000; Slayden and Barry, 2000). A study by Slayden et al., 2000,
postulated that both InhA and KasA enzymes were targets for INH but that KasA was
the primary target.
Mycobacterium smegmatis showed drug sensitivity on MHA plates for GPK91 and
GPK96 concentrations down to 0.781 μg/ml and 3.125 μg/ml, respectively. For
GPK91 there was detectable growth with partial inhibition observed at [0.391 μg/ml]
and no inhibition observed at [0.195 μg/ml] and less. Similarly, for GPK96, there was
detectable growth with partial inhibition observed at [1.563 μg/ml], and no inhibition
observed at [0.781 μg/ml] and less.
The minimal inhibitory concentration (MIC) of GPK91 and GPK96 for M. smegmatis
was determined at 0.781 μg/ml and 3.125 μg/ml, respectively (Table 4.3). The MIC
is designated when a 99.9% reduction in colony-forming units (CFU) occurs at a
specific compound’s concentration compared to the control. The MIC results of
GPK91 were lower compared to the previous results observed by Slayden et al.
(2000) for TLM, and the range was between 2.5 μg/ml – 5.0 μg/ml on the agar plate.
GPK96 MIC result was comparable with the previous results observed by Slayden et al. (2000) for TLM. Slayden et al. (1996) also showed that TLM possesses in vivo
antimycobacterial activity against the saprophytic strain M. smegmatis MC2155 and
the virulent strain M. tuberculosis Erdmun, resulting in complete inhibition of growth
on solid media at 75 and 25 μg/ml respectively (Slayden et al., 1996).
The results showed that GPK91 might act as an InhA protein inhibitor by targeting
the GLY96, ALA198, and ILE294 amino acid residuals that could result in the
downregulation of the inhA gene. The results also predicted that GPK96 might act as
a KasA protein inhibitor by targeting the MET213, THR315, THR313, and Pi-Pi:PHE404
amino acid residues that could result in the downregulation of the kasA gene. With
similarity to TLM in the structure, together GPK91 and GPK96 showed selective
activity on the specific binding sites of InhA and KasA proteins therefore proving to
be the only two that could be developed into potential novel anti-tuberculosis drug
candidates due to their high binding energy towards these amino acids. Both
compounds had the highest binding energy at the binding sites of InhA and KasA
proteins. The minimum inhibitory concentration values showed that GPK91 can
induce inhibition of M. smegmatis at a lower concentration than GPK96. Further
studies could determine the mechanism of action and conduct clinical trials to assess
the antimicrobial efficacy and toxicity of the drug candidates to render personalized
patient treatment with a high potential of improving treatment outcome and prognosis,
effectively reducing drug burden that would otherwise cause adverse side effects of
the current treatment.
Description
Doctor of Health Sciences
Biomedical Technology
