5 research outputs found
Identifying prospective inhibitors against LdtMt5 from Mycobacterium tuberculosis as a potential drug target.
Masters Degree. University of KwaZulu-Natal, Durban.Tuberculosis (TB) caused by the bacterium, Mycobacterium tuberculosis (M.tb) has resulted in an unprecedented number of deaths over centuries. L,D-transpeptidase enzymes are known to play a crucial role in the biosynthesis of the cell wall, which confers resistance to most antibiotics. These enzymes catalyze the 3→3 peptidoglycan cross-links of the M.tb cell wall. Specific β-lactam antibiotics (carbapenems) have been reported to inhibit cell wall polymerization of M.tb and they inactivate L,D-transpeptidases through acylation. L,Dtranspeptidase 5 (LdtMt5) is a unique paralog and a vital protein in maintaining integrity of the cell wall specifically in peptidoglycan metabolism therefore making it an important protein target. Carbapenems inhibit LdtMt2, but do not show reasonable inhibitory activities against LdtMt5. We therefore sought to perform virtual screening in order to acquire potential inhibitors against LdtMt5 and to investigate the affinity and to calculate the binding free energies between LdtMt5 and potential inhibitors. Furthermore, we sought to investigate the nature of the transition state involved in the catalytic reaction mechanism; to determine the activation free energies of the mechanism using ONIOM through the thermodynamics and energetics of the reaction path and lastly to express, purify and perform inhibition studies on LdtMt5.
A total of 12766 compounds were computationally screened from the ZINC database to
identify potential leads against LdtMt5. Docking was performed using two different software
programs. Molecular dynamics (MD) simulations were subsequently performed on
compounds obtained through virtual screening. Density functional theory (DFT) calculations
were then carried out to understand the catalytic mechanism of LdtMt5 with respect to β-lactam
derivatives using a hybrid ONIOM quantum mechanics/molecular mechanics (QM/MM)
method. LdtMt5 complexes with six selected β-lactam compounds were evaluated. Finally, a
lyophilised pET28a-LdtMt5 was used to transform E. coli strain BL21 (DE3) and SDS-PAGE
was used to verify the purity, molecular weight and protein profile determination. Finally, an
in vitro binding thermodynamics analysis using isothermal titration calorimetry (ITC) was later
on performed on a single compound (the strongest binder) from the final set, in a bid to further
validate the calculated binding energy values.
A number of compounds from four different antimicrobial classes (n = 98) were obtained from
the virtual screening and those with docking scores ranging from -7.2 to -9.9 kcal mol-1 were
considered for MD analysis (n = 37). A final set of 10 compounds which exhibited the greatest
affinity, from four antibiotic classes was selected and Molecular Mechanics/Generalized Born
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Surface Area (MM-GBSA) binding free energies (ΔGbind) from the set were characterised. The
calculated binding free energies ranged from -30.68 to -48.52 kcal mol-1
. The β-lactam class
of compounds demonstrated the highest ΔGbind and also the greatest number of potential
inhibitors. The DFT activation energies (∆G
#
) obtained for the acylation of LdtMt5 by the six
selected β-lactams were calculated as 13.67, 20.90, 22.88, 24.29, 27.86 and 28.26 kcal mol-1
.
The ∆G# results from the 6-membered ring transition state (TS) revealed that all selected six βlactams were thermodynamically more favourable than previously calculated activation energy
values for imipenem and meropenem complexed with LdtMt5. The results are also comparable
to those observed for LdtMt2, however for compound 1 the values are considerably lower than
those obtained for meropenem and imipenem in complex with LdtMt2, thus suggesting in theory
that compound 1 is a more potent inhibitor of LdtMt5. We also report the successful expression
and and purification of LdtMt5, however the molecule selected for the in vitro inhibition study
gave a poor result. On further review, we concluded that the main cause of this outcome was
due to the relatively low insolubility of the compound.
The outcome of this study provides insight into the design of potential novel leads for LdtMt5.
Our screening obtained ten novel compounds from four different antimicrobial classes. We
suggest that further in vitro binding thermodynamics analysis of the novel compounds from
the four classes, including the carbapenems be performed to evaluate inhibition of these
compounds on LdtMt5. If the experimental observations suggest binding affinity to the protein,
catalytic mechanistic studies can be undertaken. These results will also be used to verify or
modify our computational model
The association between environmental exposures during childhood and the subsequent development of Crohn's Disease: A score analysis approach
Background Environmental factors during childhood are thought to play a role in the aetiology of Crohn's Disease (CD). In South Africa, recently published work based on an investigation of 14 childhood environmental exposures during 3 age intervals (0-5, 6-10 and 11-18 years) has provided insight into the role of timing of exposure in the future development of CD. The 'overlapping' contribution of the investigated variables however, remains unclear. The aim of this study was to perform a post hoc analysis using this data and investigate the extent to which each variable contributes to the subsequent development of CD relative to each aforementioned age interval, based on a score analysis approach. Methods Three methods were used for the score analysis. Two methods employed the subgrouping of one or more (similar) variables (methods A and B), with each subgroup assigned a score value weighting equal to one. For comparison, the third approach (method 0) involved no grouping of the 14 variables. Thus, each variable held a score value of one. Results Results of the score analysis (Method 0) for the environmental exposures during 3 age intervals (0-5, 6-10 and 11-18 years) revealed no significant difference between the case and control groups. By contrast, results from Method A and Method B revealed a significant difference during all 3 age intervals between the case and control groups, with cases having significantly lower exposure scores (approximately 30% and 40% lower, respectively). Conclusion Results from the score analysis provide insight into the 'compound' effects from multiple environmental exposures in the aetiology of CD.IS
Score analysis for environmental exposures during 3 age intervals; Group A.
<p>Score analysis for environmental exposures during 3 age intervals; Group A.</p
Environmental risk factors over three age intervals; 0–5 years, 6–10 years and 11–18 years. [4].
<p>Environmental risk factors over three age intervals; 0–5 years, 6–10 years and 11–18 years. [<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0171742#pone.0171742.ref004" target="_blank">4</a>].</p
Score analysis for environmental risk factors during the 3 age intervals.
<p>Score analysis for environmental risk factors during the 3 age intervals.</p