7 research outputs found
Insight into cancer targets and ligand binding landscape using bioinformatics and integrated molecular modeling tools.
Doctoral Degree. University of KwaZulu-Natal, Durban.The alarming rate of varying types of cancer diseases in human remains a global burden
requiring drastic treatment in which, a prominent method of combating it is through enzymebased
drug design. Metastatic castration-resistant prostate cancer (mCRPC) and triple-negative
breast cancer (TNBC) are deadly forms of prostate and breast cancers, respectively. The later
cancerous growth has been linked to non-receptor tyrosine (Src/p38) kinase as a potential
targeted enzyme for possible chemotherapeutic control while, mCRPC have recently been
linked to retinoic acid-related orphan-receptor gamma (ROR-γ).
Most studies on ROR-γ usually relate it as an orphan due to low or zero possibility to identify
potential inhibitor for this receptor. Amazingly, promising inhibitors of ROR-γ and their
therapeutic potential were currently identified and evaluated experimentally, among which
inhibitor XY018 has appreciable bioactivity. However, molecular understanding of the
conformational features of XY018-ROR-γ complex is still elusive. Herein, we provide the first
account of conformation details of XY018-ROR-γ using multiple computational approaches.
Comparative molecular dynamics (MD) simulation of XY018-ROR-γ and hydroxycholesterol
bound ROR-γ (HC9-ROR-γ) were carried out. This was widened to binding free energy
calculation (MM/GBSA), principal component analysis (PCA), root mean square fluctuation
(RMSF), radius of gyration (RoG) and ligand-residue interaction network. In addition, the in
silico study was optimized to predict toxicity and biological activity of the identified ligand.
Findings from this study revealed that: (1) hydrophobic packing contributes significantly to
binding free energy, (2) Ile136 and Leu60 exhibited high hydrogen-bond in both systems, (3)
XY018-ROR-γ displayed a relatively high loop region residue fluctuation compared to ROR-
γ bound to natural ligand HC9-ROR-γ, (4) electrostatic interactions are potential binding force
in XY018-ROR-γ complex compared to HC9-ROR-γ, (5) XY018-ROR-γ assumes a rigid
conformation which is highlighted by a decrease in residual fluctuation, (6) XY018 could
potentially induce pseudoporphyria, nephritis, and interstitial nephritis but potentially safe in
renal failure.
In vivo examination of UM-164 as a bioactive moiety against Src/p38 kinase was recently
reported in literature. This ligand is a promising lead compound for developing the first targeted
therapeutic strategy against triple-negative breast cancer (TNBC). However, the
conformational features of UM-164 in complex with Src remained poorly explored towards the
rational design of novel Src dual inhibitor. Similar to XY018-ROR-γ investigation, a comprehensive account on the conformational features of Src-UM-164 and the influence of
UM-164 binding to the Src using different computational approaches was also provided. This
was carried out through MD simulation, principal component analysis (PCA), thermodynamic
calculations, dynamic cross-correlation (DCCM) analysis and ligand-residue interaction
network profile, as well as toxicity testing.
Analysis of results from this investigation revealed that: (1) the binding of UM-164 to Src
induces a more stable and compact conformation on the protein structure; (2) UM-164 binding
to Src induces highly correlated motions in the protein; (3) high fluctuation exhibited by the
loops in Src-UM-164 system support the experimental evidence that UM-164 binds the DFGout
inactive conformation of Src; (4) a relatively high binding free energy estimated for the
Src-UM-164 system is affirmative of its experimental potency; (5) hydrophobic packing
contributes significantly to the drug binding in Src-UM-164; (6) a relatively high H-bond
formation in Src-UM-164 indicates enhanced drug-protein interaction; (7) UM-164 is
relatively less toxic than Dasatinib, therefore, is potentially safer.
Furthermore, a mutant form of Src was also investigated due to its drug resistivity character.
Thr91 mutation was found to induce a complete loss of protein conformation required for drug
fitness in c-Src. Computational studies were carried out on this mutant enzyme in complex with
UM-164 as described in Src wild-type. A notable observation from binding free energy analysis
results is that, a reduction in binding affinity up to -13.416 kcal/mol was estimated for this
mutated candidate compared to the wild-type-UM-164.
This entire work provides an invaluable contribution to the understanding of dynamics of the
orphan nuclear receptor (ROR-γ) and non-receptor tyrosine kinase (Src) which could largely
contribute to the design of novel inhibitors to minimise the chances of drug resistance in
castrated resistance prostate cancer and triple negative breast cancer, respectively.List of abbreviations on page xiii
Effects of Prolonged Storage Condition on the Physicochemical and Microbiological Quality of Sachet Water and Its Health Implications: A Case Study of Selected Water Brands Sold within Samaru Community, Northwest Nigeria
The aim of this research is to investigate the effect of long-term storage conditions on the physicochemical and microbial quality of selected sachet water brands sold within the Samaru community and its health implication for consumers. Three brands of sachet water were subjected to different storage conditions and were analyzed for microbial and physicochemical parameters at intervals of 3 weeks for a period of 3 months, based on procedures and standard methods of APHA (2005). The highest pH means concentration was recorded in sachet water samples used for control (7.14 ± 0.24) while EC, TDS, BOD, and calcium (336.67 ± 73.69 µS/cm, 168.33 ± 34.89 mg/L, 1.87 ± 0.39 mg/L and 2.97 ± 0.19 mg/L) were recorded in the sachet water samples stored on the floor. A total number of 15 fungal species and 4 bacteria species were identified from the three selected brands of sachet water examined. Aspergillus niger and Penicillium spp. have the highest species occurrence of 25% among the fungus identified while Proteus Sp. recorded the highest species occurrence (50%) among the bacteria isolated. Sachet water samples stored on the floor have the highest abundances of microbial species of five and six. All the physicochemical parameters were within the stipulated limits set by the World Health Organization and the Nigeria Standard for Drinking Water Quality, but fail microbial tests due to the presence of pathogens such as Aspergillus, Candida, Vibro, Yersinia, etc., that can cause a wide range of life-threatening system infections in a patient with mild immune-deficiency. Being under prolonged storage and the type of storage conditions can encourage the regrowth of microbial in packaged water under favorable environmental conditions, to levels that may be harmful to humans
Effects of Prolonged Storage Condition on the Physicochemical and Microbiological Quality of Sachet Water and Its Health Implications: A Case Study of Selected Water Brands Sold within Samaru Community, Northwest Nigeria
The aim of this research is to investigate the effect of long-term storage conditions on the physicochemical and microbial quality of selected sachet water brands sold within the Samaru community and its health implication for consumers. Three brands of sachet water were subjected to different storage conditions and were analyzed for microbial and physicochemical parameters at intervals of 3 weeks for a period of 3 months, based on procedures and standard methods of APHA (2005). The highest pH means concentration was recorded in sachet water samples used for control (7.14 ± 0.24) while EC, TDS, BOD, and calcium (336.67 ± 73.69 µS/cm, 168.33 ± 34.89 mg/L, 1.87 ± 0.39 mg/L and 2.97 ± 0.19 mg/L) were recorded in the sachet water samples stored on the floor. A total number of 15 fungal species and 4 bacteria species were identified from the three selected brands of sachet water examined. Aspergillus niger and Penicillium spp. have the highest species occurrence of 25% among the fungus identified while Proteus Sp. recorded the highest species occurrence (50%) among the bacteria isolated. Sachet water samples stored on the floor have the highest abundances of microbial species of five and six. All the physicochemical parameters were within the stipulated limits set by the World Health Organization and the Nigeria Standard for Drinking Water Quality, but fail microbial tests due to the presence of pathogens such as Aspergillus, Candida, Vibro, Yersinia, etc., that can cause a wide range of life-threatening system infections in a patient with mild immune-deficiency. Being under prolonged storage and the type of storage conditions can encourage the regrowth of microbial in packaged water under favorable environmental conditions, to levels that may be harmful to humans
Computational studies of potential antiviral compounds from some selected Nigerian medicinal plants against SARS-CoV-2 proteins
The challenges posed by COVID-19's emergence have led to a search for its therapies. There is no cure for COVID-19 infection yet, but there is significant progress in vaccine formulation for prophylaxis and drug development (such as Paxlovid) for high-risk patients. As a contribution to the ongoing quest for solutions, this study shows potent phytocompounds identification as inhibitors of SARS-CoV-2 targets using in silico methods. We used virtual screening, molecular docking, and molecular dynamics (MD) simulations to investigate the interaction of some phytochemicals with 3CLpro, ACE2, and PLpro proteins crucial to the SARS-CoV-2 viral cycle. The predicted docking scores range from −5.5 to −9.4 kcal/mol, denoting appreciable binding of these compounds to the SARS-CoV-2 proteins and presenting a multitarget inhibition for COVID-19. Some phytocompounds interact favorably at non-active sites of the enzymes. For instance, MD simulation shows that an identified site on PLpro is stable and likely an allosteric region for inhibitor binding and modulation. These phytocompounds could be developed into effective therapy against COVID-19 and probed as potential multitarget-directed ligands and drug candidates against the SARS-CoV-2 virus. The study unveils drug repurposing, selectivity, allosteric site targeting, and multitarget-directed ligand in one piece. These concepts are three distinct approaches in the drug design and discovery pipeline