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Dive into the research topics where Akhil Kumar is active.

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Featured researches published by Akhil Kumar.


Journal of Biomolecular Structure & Dynamics | 2016

Molecular insight into amyloid oligomer destabilizing mechanism of flavonoid derivative 2-(4' benzyloxyphenyl)-3-hydroxy-chromen-4-one through docking and molecular dynamics simulations.

Akhil Kumar; Swati Srivastava; S. K. Tripathi; Sandeep Kumar Singh; Saripella Srikrishna; Ashok Sharma

Aggregation of amyloid peptide (Aβ) has been shown to be directly related to progression of Alzheimer’s disease (AD). Aβ is neurotoxic and its deposition and aggregation ultimately lead to cell death. In our previous work, we reported flavonoid derivative (compound 1) showing promising result in transgenic AD model of Drosophila. Compound 1 showed prevention of Aβ-induced neurotoxicity and neuroprotective efficacy in Drosophila system. However, mechanism of action of compound 1 and its effect on the amyloid is not known. We therefore performed molecular docking and atomistic, explicit-solvent molecular dynamics simulations to investigate the process of Aβ interaction, inhibition, and destabilizing mechanism. Results showed different preferred binding sites of compound 1 and good affinity toward the target. Through the course of 35 ns molecular dynamics simulation, conformations_5 of compound 1 intercalates into the hydrophobic core near the salt bridge and showed major structural changes as compared to other conformations. Compound 1 showed interference with the salt bridge and thus reducing the inter strand hydrogen bound network. This minimizes the side chain interaction between the chains A–B leading to disorder in oligomer. Contact map analysis of amino acid residues between chains A and B also showed lesser interaction with adjacent amino acids in the presence of compound 1 (conformations_5). The study provides an insight into how compound 1 interferes and disorders the Aβ peptide. These findings will further help to design better inhibitors for aggregation of the amyloid oligomer.


Journal of Biomolecular Structure & Dynamics | 2016

Molecular docking based virtual screening of natural compounds as potential BACE1 inhibitors: 3D QSAR pharmacophore mapping and molecular dynamics analysis

Akhil Kumar; Sudeep Roy; S. K. Tripathi; Ashok Sharma

Beta-site APP cleaving enzyme1 (BACE1) catalyzes the rate determining step in the generation of Aβ peptide and is widely considered as a potential therapeutic drug target for Alzheimer’s disease (AD). Active site of BACE1 contains catalytic aspartic (Asp) dyad and flap. Asp dyad cleaves the substrate amyloid precursor protein with the help of flap. Currently, there are no marketed drugs available against BACE1 and existing inhibitors are mostly pseudopeptide or synthetic derivatives. There is a need to search for a potent inhibitor with natural scaffold interacting with flap and Asp dyad. This study screens the natural database InterBioScreen, followed by three-dimensional (3D) QSAR pharmacophore modeling, mapping, in silico ADME/T predictions to find the potential BACE1 inhibitors. Further, molecular dynamics of selected inhibitors were performed to observe the dynamic structure of protein after ligand binding. All conformations and the residues of binding region were stable but the flap adopted a closed conformation after binding with the ligand. Bond oligosaccharide interacted with the flap as well as catalytic dyad via hydrogen bond throughout the simulation. This led to stabilize the flap in closed conformation and restricted the entry of substrate. Carbohydrates have been earlier used in the treatment of AD because of their low toxicity, high efficiency, good biocompatibility, and easy permeability through the blood–brain barrier. Our finding will be helpful in identify the potential leads to design novel BACE1 inhibitors for AD therapy.


Methods | 2015

Virtual screening, ADMET profiling, molecular docking and dynamics approaches to search for potent selective natural molecules based inhibitors against metallothionein-III to study Alzheimer's disease.

Sudeep Roy; Akhil Kumar; Mohd Hassan Baig; Michal Masařík; Ivo Provaznik

MOTIVATION Metallothionein-III (MT-III) displays neuro-inhibitory activity and is involved in the repair of neuronal damage. An altered expression level of MT-III suggests that it could be a mitigating factor in Alzheimers disease (AD) neuronal dysfunction. Currently there are limited marketed drugs available against MT-III. The inhibitors are mostly pseudo-peptide based with limited ADMET. In our present study, available database InterBioScreen (natural compounds) was screened out for MT-III. Pharmacodynamics and pharmacokinetic studies were performed. Molecular docking and simulations of top hit molecules were performed to study complex stability. RESULTS Study reveals potent selective molecules that interact and form hydrogen bonds with amino acids Ser-6 and Lys-22 are common to established melatonin inhibitors for MT-III. These include DMHMIO, MCA B and s27533 derivatives. The ADMET profiling was better with comparable interaction energy values. It includes properties like blood brain barrier, hepatotoxicity, druggability, mutagenicity and carcinogenicity. Molecular dynamics studies were performed to validate our findings.


Journal of Biomolecular Structure & Dynamics | 2016

Structural investigations into the binding mode of novel neolignans Cmp10 and Cmp19 microtubule stabilizers by in silico molecular docking, molecular dynamics, and binding free energy calculations

S. K. Tripathi; Akhil Kumar; B. Sathish Kumar; Arvind S. Negi; Ashok Sharma

Microtubule stabilizers provide an important mode of treatment via mitotic cell arrest of cancer cells. Recently, we reported two novel neolignans derivatives Cmp10 and Cmp19 showing anticancer activity and working as microtubule stabilizers at micromolar concentrations. In this study, we have explored the binding site, mode of binding, and stabilization by two novel microtubule stabilizers Cmp10 and Cmp19 using in silico molecular docking, molecular dynamics (MD) simulation, and binding free energy calculations. Molecular docking studies were performed to explore the β-tubulin binding site of Cmp10 and Cmp19. Further, MD simulations were used to probe the β-tubulin stabilization mechanism by Cmp10 and Cmp19. Binding affinity was also compared for Cmp10 and Cmp19 using binding free energy calculations. Our docking results revealed that both the compounds bind at Ptxl binding site in β-tubulin. MD simulation studies showed that Cmp10 and Cmp19 binding stabilizes M-loop (Phe272-Val288) residues of β-tubulin and prevent its dynamics, leading to a better packing between α and β subunits from adjacent tubulin dimers. In addition, His229, Ser280 and Gln281, and Arg278, Thr276, and Ser232 were found to be the key amino acid residues forming H-bonds with Cmp10 and Cmp19, respectively. Consequently, binding free energy calculations indicated that Cmp10 (−113.655 kJ/mol) had better binding compared to Cmp19 (−95.216 kJ/mol). This study provides useful insight for better understanding of the binding mechanism of Cmp10 and Cmp19 and will be helpful in designing novel microtubule stabilizers.


Journal of Biomolecular Structure & Dynamics | 2018

Docking, molecular dynamics, binding energy-MM-PBSA studies of naphthofuran derivatives to identify potential dual inhibitors against BACE-1 and GSK-3β

Akhil Kumar; Gaurava Srivastava; Arvind S. Negi; Ashok Sharma

BACE-1 and GSK-3β both are potential therapeutic drug targets for Alzheimer’s disease. Recently, both these targets received attention for designing dual inhibitors. Till now only two scaffolds (triazinone and curcumin) derivatives have been reported as BACE-1 and GSK-3β dual inhibitors. In our previous work, we have reported first in class dual inhibitor for BACE-1 and GSK-3β. In this study, we have explored other naphthofuran derivatives for their potential to inhibit BACE-1 and GSK-3β through docking, molecular dynamics, binding energy (MM-PBSA). These computational methods were performed to estimate the binding affinity of naphthofuran derivatives towards the BACE-1 and GSK-3β. In the docking results, two derivatives (NS7 and NS9) showed better binding affinity as compared to previously reported inhibitors. Hydrogen bond occupancy of NS7 and NS9 generated from MD trajectories showed good interaction with the flap residues Gln73, Thr72 of BACE-1 and Arg141, Thr138 residues of GSK-3β. MM-PBSA and energy decomposition per residue revealed different components of binding energy and relative importance of amino acid involved in binding. The results showed that the binding of inhibitors was majorly governed by the hydrophobic interactions and suggesting that hydrophobic interactions might be the key to design dual inhibitors for BACE1-1 and GSK-3β. Distance between important pair of amino acid residues indicated that BACE-1 and GSK-3β adopt closed conformation and become inactive after ligand binding. The results suggested that naphthofuran derivatives might act as dual inhibitor against BACE-1 and GSK-3β.


Journal of Molecular Modeling | 2017

Investigation of naphthofuran moiety as potential dual inhibitor against BACE-1 and GSK-3β: molecular dynamics simulations, binding energy, and network analysis to identify first-in-class dual inhibitors against Alzheimer’s disease

Akhil Kumar; Gaurava Srivastava; Swati Srivastava; Seema Verma; Arvind S. Negi; Ashok Sharma

AbstractBACE-1 and GSK-3β are potential therapeutic drug targets for Alzheimers disease. Recently, both the targets received attention for designing dual inhibitors for Alzheimer’s disease. Until now, only two-scaffold triazinone and curcumin have been reported as BACE-1 and GSK-3β dual inhibitors. Docking, molecular dynamics, clustering, binding energy, and network analysis of triazinone derivatives with BACE-1 and GSK-3β was performed to get molecular insight into the first reported dual inhibitor. Further, we designed and evaluated a naphthofuran series for its ability to inhibit BACE-1 and GSK-3β with the computational approaches. Docking study of naphthofuran series showed a good binding affinity towards both the targets. Molecular dynamics, binding energy, and network analysis were performed to compare their binding with the targets and amino acids responsible for binding. Naphthofuran series derivatives showed good interaction within the active site residues of both of the targets. Hydrogen bond occupancy and binding energy suggested strong binding with the targets. Dual-inhibitor binding was mostly governed by the hydrophobic interactions for both of the targets. Per residue energy decomposition and network analysis identified the key residues involved in the binding and inhibiting BACE-1 and GSK-3β. The results indicated that naphthofuran series derivative 11 may be a promising first-in-class dual inhibitor against BACE-1 and GSK-3β. This naphthofuran series may be further explored to design better dual inhibitors. Graphical abstractNaphthofuran derivative as a dual inhibitor for BACE-1 and GSK-3β.


Brain and behavior | 2017

The effect of Benzothiazolone-2 on the expression of Metallothionein-3 in modulating Alzheimer's disease

Sudeep Roy; Jaromír Gumulec; Akhil Kumar; Martina Raudenská; Mohd Hassan Baig; Hana Polanská; Jan Balvan; Mansi Gupta; Petr Babula; Jan Odstrcilik; Inho Choi; Ivo Provaznik; Michal Masarik

Metallothioneins (MTs) are a class of ubiquitously occurring low‐molecular‐weight cysteine‐ and metal‐rich proteins containing sulfur‐based metal clusters. MT‐3 exhibits neuro‐inhibitory activity. The possibility to enhance the expression of MT‐3 or protect it from degradation is an attractive therapeutic target, because low levels of MT‐3 were found in brains of Alzheimers disease (AD) patients.


International Journal of Biological Macromolecules | 2018

Molecular insight into multiple RpoB clinical mutants of Mycobacterium tuberculosis: An attempt to probe structural variations in rifampicin binding site underlying drug resistance

Gaurava Srivastava; S. K. Tripathi; Akhil Kumar; Ashok Sharma

Rifampicin (RMP) resistant strains are still persisting as a threat to the global TB control program. Therefore, understanding the RMP resistant mechanism is need of the hour. The current study has investigated the role of each RMP binding site (RBS) residues, deploying computational alanine scanning mutagenesis (CASM) to unravel the critical and non-critical binding site residues. In addition, conformational shifts in RBS cavity of different RNAP β-subunit (RpoB) systems have also been analyzed. Our initial findings showed that in addition to reported mutational sites, Q510, Q513, R529, P564 and P566 were also critical binding site residues, which upon mutation destabilize the RMP binding. Study also indicated that R3, R4 and R5 regions of RpoB were very significant for the functioning of RMP. The concerted interactions of these regions with RMP hold it into the centre position of RBS and restrict the entrance of elongating RNA transcript. Whereas, after mutation, due to repositioning of RMP and changes in its interactions, the overall cavity becomes significantly hollow which may confer space for phosphodiester bond formation during transcription elongation. Our findings provide valuable details to forestall RMP resistance and may help in the development of new leads against the RMP resistant strains.


Computational Biology and Chemistry | 2017

A physicochemical descriptor based method for effective and rapid screening of dual inhibitors against BACE-1 and GSK-3β as targets for Alzheimer’s disease

Akhil Kumar; Gaurava Srivastava; Ashok Sharma

Due to multifactorial nature of Alzheimers disease one target-one ligand hypothesis often looks insufficient. BACE-1 and GSK-3β are well established therapeutic drug targets and interaction between BACE-1 and GSK-3β pathways has also been established. Thus, designing of dual inhibitor for these two targets seems rational and may provide effective therapeutic strategies against AD. Recent studies revealed that only two scaffolds i.e. triazinone and curcumin act as a dual inhibitor against BACE-1 and GSK-3β. Thus, this discovery set the path to screen new chemical entities from a vast chemical space (∼1060 compounds) that inhibit both the targets. However, small part of the large chemical space will only show biological activity for specific targets. Virtual screening of large libraries is impractical and computational expensive especially in case of dual inhibitor design. In the case of dual or multi target inhibitor designing, we screened the database for each target that further increases time and resources. In this study we have done physicochemical descriptor based profiling to know the biological relevant chemical space for BACE-1 and GSK-3β inhibitors and proposed the suitable range of important physicochemical properties, occurrence of functional groups. We generated scaffolds tree of known inhibitors of BACE-1 and GSK-3β suggesting the common structure/fragment that can be used to design dual inhibitors. This approach can filter the potential dual inhibitor candidates of BACE-1 and GSK-3β from non inhibitors.


bioinformatics and biomedicine | 2014

Virtual screening, ADMET profiling, molecular docking and dynamics approaches to search for potent selective natural molecule based inhibitors against metallothionein-III to study Alzheimer's disease

Sudeep Roy; Akhil Kumar; Ivo Provaznik

Motivation: Metallothionein-III (MT-III) displays neuro-inhibitory activity and is involved in the repair of neuronal damage. An altered expression level of MT-III suggests that it could be a mitigating factor in Alzheimers disease (AD) neuronal dysfunction. Currently there are limited marketed drugs available against MT-III. The inhibitors are mostly pseudo-peptide based with limited ADMET. In our present study, available database InterBioScreen (natural compounds) was screened out for MT-III. Pharmacodynamics and pharmacokinetic studies were performed. Molecular docking and simulations of top hit molecules were performed to study complex stability. Results: Study reveals potent selective molecules that interact and form hydrogen bonds with amino acids Ser-6 and Lys-22 which are common to established melatonin inhibitors for MT-III. These include DMHMIO, MCA B and s27533 derivatives. The ADMET profiling was better with comparable interaction energy values. It includes properties like blood brain barrier, hepatotoxicity, druggability, mutagenicity and carcinogenicity. Molecular dynamics studies were performed to validate our findings.

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Ashok Sharma

Central Institute of Medicinal and Aromatic Plants

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S. K. Tripathi

Central Institute of Medicinal and Aromatic Plants

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Gaurava Srivastava

Central Institute of Medicinal and Aromatic Plants

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Arvind S. Negi

Central Institute of Medicinal and Aromatic Plants

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Sudeep Roy

Brno University of Technology

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Ivo Provaznik

Brno University of Technology

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Swati Srivastava

Central Institute of Medicinal and Aromatic Plants

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Aastha Singh

Central Institute of Medicinal and Aromatic Plants

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Anirban Pal

Central Institute of Medicinal and Aromatic Plants

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