In silico and in vitro inhibition of quorum sensing and biofilm formation in Chromobacterium violaceum using semi synthetic compounds
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Date
2021
Authors
Tonkin, Madison
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Abstract
Over the past decades, the number of emerging drug resistant bacteria has increased at an
alarming rate. Bacteria develop drug resistance through a variety of mechanisms with the prime
contributor being the misuse and overuse of antibiotics. Adding to this, the development of
new antibiotics with novel drug targets has decreased. Recently, researchers have identified
biofilm and quorum sensing as emerging drug targets. Both biofilm and quorum sensing are
inter-related processes and provide variety of opportunities for development of novel anti bacterial drugs with different mechanisms of action. In this study, we used five novel imidazole
derivatives (IMA-1 – IMA-5) to inhibit quorum sensing and biofilm formation in
Chromobacterium violaceum using a variety of in silico and in vitro techniques.
Materials and Methods
In silico molecular docking was first performed using Maestro software to determine the
binding scores of the compounds and interactions created when the compounds bind to target
protein, CviR. Following molecular docking, molecular dynamic simulations were performed
using Amber18 software to determine the stability, flexibility and solubility of the complexes
formed with CviR and the compounds.
In vitro anti-bacterial activity was determined by calculating MIC and MBC, following the
CLSI standard guidelines. To determine qualitative anti-quorum sensing activity of the test
compounds, agar plate assay was employed. To further quantify anti-quorum sensing potential
of imidazole derivatives, the percentage of violacein pigment was measured
spectrophotometrically. To study the effect of imidazole derivatives on biofilm formation,
standard crystal violet staining assay was performed on treated and untreated C. violaceum.
Furthermore, the ability of the test compounds to inhibit quorum sensing genes was determined
by performing RT-qPCR to calculate relative fold gene expression.
Results
Results from in silico molecular docking indicated that all the imidazole derivatives interacted
with important amino acids in the binding pocket. The interactions formed between compounds
and CviR included pi-pi stacking, salt bridge formation and hydrogen bond generation. Despite
all the derivatives showed high binding energies (ΔGbind), IMA-1 had the highest ΔGbind at -
34.44 kcal/mol with a binding score of -9.23 kcal/mol and IMA-5 had the lowest ΔGbind at -
30.74 kcal/mol with a binding score of -6.97 kcal/mol. Molecular dynamic simulation results
showed that all compounds formed stable complexes with the target protein, CviR. Results also
indicated that all complexes do not disrupt the natural manner in which the natural CviR-HS 10 complex behaves in hydrophobic or hydrophilic environments and this indicates that the
compounds do not change the natural state of the CviR once in complex.
In vitro susceptibility results indicated that all the compounds had anti-bacterial activity against
C. violaceum with IMA-1 as the most effective derivative with an MIC and MBC values of
0.0488 and 0.0977 µg/ml, respectively. Anti-quorum sensing results indicated that IMA-1 was
the most effective and IMA-5 showed the least promising anti-quorum sensing. The derivatives
were tested to determine the ability to inhibit biofilm formation and it was found that IMA-1
is effective at disrupting mature biofilm. Results from gene studies revealed that treatment with
all the derivatives were able to significantly reduce the expression of CviI gene, indicating that
all the derivatives were able to disrupt quorum sensing at a gene level. Genes from the VioA,
VioB, VioC, VioD and VioE operon were also tested, and it was found that treatment with all
the compounds significantly reduce the expression of VioB and VioD. The compounds also
disrupt the expression of VioA and VioE but not to the same extent.
Conclusion
This study targeted quorum sensing and biofilm formation using five newly synthesised
imidazole compounds. Various in silico and in vitro studies revealed that the compounds
caused inhibition of growth at higher concentrations and disrupted quorum sensing at lower
concentrations. The results from the in vitro studies agree with the results of in silico studies in
that the same trend was found where IMA-1 was seen as the most effective compound and
IMA-5 as the least effective. This study provides data to support the novel ideas as to how the
bacterial drug resistance could be evaded by developing molecules that could target quorum
sensing and biofilm formation
Description
A dissertation submitted in fulfilment of the requirements for the degree of Master of Science in Medicine to the Faculty of Health Sciences, School of Pathology, University of the Witwatersrand, Johannesburg, 2021