Targeting protein tyrosine phosphatase to unravel possible inhibitors for Streptococcus pneumoniae using molecular docking, molecular dynamics simulations coupled with free energy calculations
Protein tyrosine phosphatase (PTP-CPS4B) is a signaling enzyme that is essential for a wide range of cellular processes, like metabolism, proliferation, survival and motility. Studies suggest that PTPs are vital for the production of Wzy-dependent capsule in bacteria, making it a valuable target for...
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description | Protein tyrosine phosphatase (PTP-CPS4B) is a signaling enzyme that is essential for a wide range of cellular processes, like metabolism, proliferation, survival and motility. Studies suggest that PTPs are vital for the production of Wzy-dependent capsule in bacteria, making it a valuable target for the discovery of pneumonia associated anti-virulence antibacterial agents. Present study aims at identifying the potential drug candidates to be exploited in inhibiting the growth of Streptococcus pneumonia targeting PTP-CPS4B.
The present study exploits the molecular docking potential coupled with molecular dynamic simulation as well as free energy calculations to identify potential inhibitors of PTP-CPS4B. Libraries of known and unknown compounds were docked into the active site of PTP-CPS4B using MOE. The compounds with best binding affinity and orientation were subjected to MD simulations and free energy calculations.
Top three compounds based on their binding energy and well composed interaction pattern obtained from molecular docking study were subjected to MD simulations and were compared to reported antibiotic drugs. MD Simulation studies have shown that the presence of an inhibitor inside the active site reduces protein flexibility as evident from RMSD, RMSF and Principal component analyses. MD simulations identified a transition from extended to bended motional shift in loop α6 of the PTP-CPS4B in ligand bound state. This flexibility was reported in the RMSF analysis and verified by the visual investigation of the loop α6 at different time intervals during the simulation. Free energy of binding affinity (computed using MMPBSA &MMGBSA approach) and the interaction patterns obtained from MD trajectory indicate that compound ZN1 (−31.50 Kcal/mol), ZN2 (−33.14 Kcal/mol) and ZN3 (−26.60 Kcal/mol) are potential drug candidates against PTP-CPS4B. Residue wise decomposition study helped in identifying the role of individual amino acid towards the overall inhibition behavior of the compounds. PCA analysis has led to the conclusion that the behavior of PTP-CPS4B inhibitors causes conformational dynamics that can be used to describe the protein inhibition mechanism.
The outcome reveals that this study provide enough evidences for the consideration of ZN1, ZN2, ZN3 as potential PTP-CPS4B inhibitors and further in vitro and in vivo studies may prove their therapeutic potential.
[Display omitted] |
doi_str_mv | 10.1016/j.lfs.2020.118621 |
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The present study exploits the molecular docking potential coupled with molecular dynamic simulation as well as free energy calculations to identify potential inhibitors of PTP-CPS4B. Libraries of known and unknown compounds were docked into the active site of PTP-CPS4B using MOE. The compounds with best binding affinity and orientation were subjected to MD simulations and free energy calculations.
Top three compounds based on their binding energy and well composed interaction pattern obtained from molecular docking study were subjected to MD simulations and were compared to reported antibiotic drugs. MD Simulation studies have shown that the presence of an inhibitor inside the active site reduces protein flexibility as evident from RMSD, RMSF and Principal component analyses. MD simulations identified a transition from extended to bended motional shift in loop α6 of the PTP-CPS4B in ligand bound state. This flexibility was reported in the RMSF analysis and verified by the visual investigation of the loop α6 at different time intervals during the simulation. Free energy of binding affinity (computed using MMPBSA &MMGBSA approach) and the interaction patterns obtained from MD trajectory indicate that compound ZN1 (−31.50 Kcal/mol), ZN2 (−33.14 Kcal/mol) and ZN3 (−26.60 Kcal/mol) are potential drug candidates against PTP-CPS4B. Residue wise decomposition study helped in identifying the role of individual amino acid towards the overall inhibition behavior of the compounds. PCA analysis has led to the conclusion that the behavior of PTP-CPS4B inhibitors causes conformational dynamics that can be used to describe the protein inhibition mechanism.
The outcome reveals that this study provide enough evidences for the consideration of ZN1, ZN2, ZN3 as potential PTP-CPS4B inhibitors and further in vitro and in vivo studies may prove their therapeutic potential.
[Display omitted]</description><identifier>ISSN: 0024-3205</identifier><identifier>EISSN: 1879-0631</identifier><identifier>DOI: 10.1016/j.lfs.2020.118621</identifier><identifier>PMID: 33164832</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Affinity ; Amino acids ; Anti-Bacterial Agents - chemistry ; Anti-Bacterial Agents - pharmacology ; Antibacterial agents ; Antibiotics ; Antiinfectives and antibacterials ; Bacterial Proteins - antagonists & inhibitors ; Bacterial Proteins - chemistry ; Binding energy ; Catalytic Domain ; Coupling (molecular) ; Drug Design ; Drug development ; Enzyme Inhibitors - chemistry ; Enzyme Inhibitors - pharmacology ; Flexibility ; Free energy ; Hydrogen Bonding ; In vivo methods and tests ; Inhibitors ; Ligands ; Mathematical analysis ; MMGBSA ; MMPBSA ; Molecular docking ; Molecular Docking Simulation ; Molecular dynamics ; Molecular Dynamics Simulation ; Molecular dynamics simulations ; Orientation behavior ; PCA ; Phosphatase ; Pneumonia ; Principal components analysis ; Protein Binding ; Protein structure ; Protein Tyrosine Phosphatases - antagonists & inhibitors ; Protein Tyrosine Phosphatases - chemistry ; Protein-tyrosine-phosphatase ; Proteins ; Simulation ; Streptococcus infections ; Streptococcus pneumoniae ; Streptococcus pneumoniae - drug effects ; Thermodynamics ; Tyrosine ; Virulence</subject><ispartof>Life sciences (1973), 2021-01, Vol.264, p.118621-118621, Article 118621</ispartof><rights>2020 Elsevier Inc.</rights><rights>Copyright © 2020 Elsevier Inc. All rights reserved.</rights><rights>Copyright Elsevier BV Jan 1, 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c381t-410e91b66dad17bdd5e48847ec0cd232c0d1ea443f14bcebec7f0ca84f3752183</citedby><cites>FETCH-LOGICAL-c381t-410e91b66dad17bdd5e48847ec0cd232c0d1ea443f14bcebec7f0ca84f3752183</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.lfs.2020.118621$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33164832$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zaman, Zainab</creatorcontrib><creatorcontrib>Khan, Sara</creatorcontrib><creatorcontrib>Nouroz, Faisal</creatorcontrib><creatorcontrib>Farooq, Umar</creatorcontrib><creatorcontrib>Urooj, Akasha</creatorcontrib><title>Targeting protein tyrosine phosphatase to unravel possible inhibitors for Streptococcus pneumoniae using molecular docking, molecular dynamics simulations coupled with free energy calculations</title><title>Life sciences (1973)</title><addtitle>Life Sci</addtitle><description>Protein tyrosine phosphatase (PTP-CPS4B) is a signaling enzyme that is essential for a wide range of cellular processes, like metabolism, proliferation, survival and motility. Studies suggest that PTPs are vital for the production of Wzy-dependent capsule in bacteria, making it a valuable target for the discovery of pneumonia associated anti-virulence antibacterial agents. Present study aims at identifying the potential drug candidates to be exploited in inhibiting the growth of Streptococcus pneumonia targeting PTP-CPS4B.
The present study exploits the molecular docking potential coupled with molecular dynamic simulation as well as free energy calculations to identify potential inhibitors of PTP-CPS4B. Libraries of known and unknown compounds were docked into the active site of PTP-CPS4B using MOE. The compounds with best binding affinity and orientation were subjected to MD simulations and free energy calculations.
Top three compounds based on their binding energy and well composed interaction pattern obtained from molecular docking study were subjected to MD simulations and were compared to reported antibiotic drugs. MD Simulation studies have shown that the presence of an inhibitor inside the active site reduces protein flexibility as evident from RMSD, RMSF and Principal component analyses. MD simulations identified a transition from extended to bended motional shift in loop α6 of the PTP-CPS4B in ligand bound state. This flexibility was reported in the RMSF analysis and verified by the visual investigation of the loop α6 at different time intervals during the simulation. Free energy of binding affinity (computed using MMPBSA &MMGBSA approach) and the interaction patterns obtained from MD trajectory indicate that compound ZN1 (−31.50 Kcal/mol), ZN2 (−33.14 Kcal/mol) and ZN3 (−26.60 Kcal/mol) are potential drug candidates against PTP-CPS4B. Residue wise decomposition study helped in identifying the role of individual amino acid towards the overall inhibition behavior of the compounds. PCA analysis has led to the conclusion that the behavior of PTP-CPS4B inhibitors causes conformational dynamics that can be used to describe the protein inhibition mechanism.
The outcome reveals that this study provide enough evidences for the consideration of ZN1, ZN2, ZN3 as potential PTP-CPS4B inhibitors and further in vitro and in vivo studies may prove their therapeutic potential.
[Display omitted]</description><subject>Affinity</subject><subject>Amino acids</subject><subject>Anti-Bacterial Agents - chemistry</subject><subject>Anti-Bacterial Agents - pharmacology</subject><subject>Antibacterial agents</subject><subject>Antibiotics</subject><subject>Antiinfectives and antibacterials</subject><subject>Bacterial Proteins - antagonists & inhibitors</subject><subject>Bacterial Proteins - chemistry</subject><subject>Binding energy</subject><subject>Catalytic Domain</subject><subject>Coupling (molecular)</subject><subject>Drug Design</subject><subject>Drug development</subject><subject>Enzyme Inhibitors - chemistry</subject><subject>Enzyme Inhibitors - pharmacology</subject><subject>Flexibility</subject><subject>Free energy</subject><subject>Hydrogen Bonding</subject><subject>In vivo methods and tests</subject><subject>Inhibitors</subject><subject>Ligands</subject><subject>Mathematical analysis</subject><subject>MMGBSA</subject><subject>MMPBSA</subject><subject>Molecular docking</subject><subject>Molecular Docking Simulation</subject><subject>Molecular dynamics</subject><subject>Molecular Dynamics Simulation</subject><subject>Molecular dynamics simulations</subject><subject>Orientation behavior</subject><subject>PCA</subject><subject>Phosphatase</subject><subject>Pneumonia</subject><subject>Principal components analysis</subject><subject>Protein Binding</subject><subject>Protein structure</subject><subject>Protein Tyrosine Phosphatases - antagonists & inhibitors</subject><subject>Protein Tyrosine Phosphatases - chemistry</subject><subject>Protein-tyrosine-phosphatase</subject><subject>Proteins</subject><subject>Simulation</subject><subject>Streptococcus infections</subject><subject>Streptococcus pneumoniae</subject><subject>Streptococcus pneumoniae - drug effects</subject><subject>Thermodynamics</subject><subject>Tyrosine</subject><subject>Virulence</subject><issn>0024-3205</issn><issn>1879-0631</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kUuLVDEQhYMoTjv6A9xIwI0Lu83rPhpXMviCAReO65BbqdudNje5Jrkj_e_8aabpGREXroo6fHUoziHkOWcbznj75rDxY94IJurO-1bwB2TF-267Zq3kD8mKMaHWUrDmgjzJ-cAYa5pOPiYXUvJW9VKsyK8bk3ZYXNjROcWCLtByTDG7gHTexzzvTTEZaYl0CcncoqdzzNkNHqkLeze4ElOmY0z0a0k4lwgRYMl0DrhMMTiDdMkn-yl6hMWbRG2E71V5_bd0DGZykGl2UxWKiyFTiMvs0dKfruzpmBApBky7IwXj4Z56Sh6Nxmd8djcvybcP72-uPq2vv3z8fPXueg2y52WtOMMtH9rWGsu7wdoGVd-rDoGBFVIAsxyNUnLkagAcELqRgenVKLtG8F5ekldn3xrTjwVz0ZPLgN6bgHHJWqim37aM9byiL_9BD3FJoX6nRcOaTnRMyUrxMwU17pxw1HNyk0lHzZk-1asPutarT_Xqc7315sWd8zJMaP9c3PdZgbdnAGsUtw6TzuAwAFqXEIq20f3H_jfF0rxL</recordid><startdate>20210101</startdate><enddate>20210101</enddate><creator>Zaman, Zainab</creator><creator>Khan, Sara</creator><creator>Nouroz, Faisal</creator><creator>Farooq, Umar</creator><creator>Urooj, Akasha</creator><general>Elsevier Inc</general><general>Elsevier BV</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7QR</scope><scope>7TK</scope><scope>7U7</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>20210101</creationdate><title>Targeting protein tyrosine phosphatase to unravel possible inhibitors for Streptococcus pneumoniae using molecular docking, molecular dynamics simulations coupled with free energy calculations</title><author>Zaman, Zainab ; Khan, Sara ; Nouroz, Faisal ; Farooq, Umar ; Urooj, Akasha</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c381t-410e91b66dad17bdd5e48847ec0cd232c0d1ea443f14bcebec7f0ca84f3752183</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Affinity</topic><topic>Amino acids</topic><topic>Anti-Bacterial Agents - chemistry</topic><topic>Anti-Bacterial Agents - pharmacology</topic><topic>Antibacterial agents</topic><topic>Antibiotics</topic><topic>Antiinfectives and antibacterials</topic><topic>Bacterial Proteins - antagonists & inhibitors</topic><topic>Bacterial Proteins - chemistry</topic><topic>Binding energy</topic><topic>Catalytic Domain</topic><topic>Coupling (molecular)</topic><topic>Drug Design</topic><topic>Drug development</topic><topic>Enzyme Inhibitors - chemistry</topic><topic>Enzyme Inhibitors - pharmacology</topic><topic>Flexibility</topic><topic>Free energy</topic><topic>Hydrogen Bonding</topic><topic>In vivo methods and tests</topic><topic>Inhibitors</topic><topic>Ligands</topic><topic>Mathematical analysis</topic><topic>MMGBSA</topic><topic>MMPBSA</topic><topic>Molecular docking</topic><topic>Molecular Docking Simulation</topic><topic>Molecular dynamics</topic><topic>Molecular Dynamics Simulation</topic><topic>Molecular dynamics simulations</topic><topic>Orientation behavior</topic><topic>PCA</topic><topic>Phosphatase</topic><topic>Pneumonia</topic><topic>Principal components analysis</topic><topic>Protein Binding</topic><topic>Protein structure</topic><topic>Protein Tyrosine Phosphatases - antagonists & inhibitors</topic><topic>Protein Tyrosine Phosphatases - chemistry</topic><topic>Protein-tyrosine-phosphatase</topic><topic>Proteins</topic><topic>Simulation</topic><topic>Streptococcus infections</topic><topic>Streptococcus pneumoniae</topic><topic>Streptococcus pneumoniae - drug effects</topic><topic>Thermodynamics</topic><topic>Tyrosine</topic><topic>Virulence</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zaman, Zainab</creatorcontrib><creatorcontrib>Khan, Sara</creatorcontrib><creatorcontrib>Nouroz, Faisal</creatorcontrib><creatorcontrib>Farooq, Umar</creatorcontrib><creatorcontrib>Urooj, Akasha</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Life sciences (1973)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zaman, Zainab</au><au>Khan, Sara</au><au>Nouroz, Faisal</au><au>Farooq, Umar</au><au>Urooj, Akasha</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Targeting protein tyrosine phosphatase to unravel possible inhibitors for Streptococcus pneumoniae using molecular docking, molecular dynamics simulations coupled with free energy calculations</atitle><jtitle>Life sciences (1973)</jtitle><addtitle>Life Sci</addtitle><date>2021-01-01</date><risdate>2021</risdate><volume>264</volume><spage>118621</spage><epage>118621</epage><pages>118621-118621</pages><artnum>118621</artnum><issn>0024-3205</issn><eissn>1879-0631</eissn><abstract>Protein tyrosine phosphatase (PTP-CPS4B) is a signaling enzyme that is essential for a wide range of cellular processes, like metabolism, proliferation, survival and motility. Studies suggest that PTPs are vital for the production of Wzy-dependent capsule in bacteria, making it a valuable target for the discovery of pneumonia associated anti-virulence antibacterial agents. Present study aims at identifying the potential drug candidates to be exploited in inhibiting the growth of Streptococcus pneumonia targeting PTP-CPS4B.
The present study exploits the molecular docking potential coupled with molecular dynamic simulation as well as free energy calculations to identify potential inhibitors of PTP-CPS4B. Libraries of known and unknown compounds were docked into the active site of PTP-CPS4B using MOE. The compounds with best binding affinity and orientation were subjected to MD simulations and free energy calculations.
Top three compounds based on their binding energy and well composed interaction pattern obtained from molecular docking study were subjected to MD simulations and were compared to reported antibiotic drugs. MD Simulation studies have shown that the presence of an inhibitor inside the active site reduces protein flexibility as evident from RMSD, RMSF and Principal component analyses. MD simulations identified a transition from extended to bended motional shift in loop α6 of the PTP-CPS4B in ligand bound state. This flexibility was reported in the RMSF analysis and verified by the visual investigation of the loop α6 at different time intervals during the simulation. Free energy of binding affinity (computed using MMPBSA &MMGBSA approach) and the interaction patterns obtained from MD trajectory indicate that compound ZN1 (−31.50 Kcal/mol), ZN2 (−33.14 Kcal/mol) and ZN3 (−26.60 Kcal/mol) are potential drug candidates against PTP-CPS4B. Residue wise decomposition study helped in identifying the role of individual amino acid towards the overall inhibition behavior of the compounds. PCA analysis has led to the conclusion that the behavior of PTP-CPS4B inhibitors causes conformational dynamics that can be used to describe the protein inhibition mechanism.
The outcome reveals that this study provide enough evidences for the consideration of ZN1, ZN2, ZN3 as potential PTP-CPS4B inhibitors and further in vitro and in vivo studies may prove their therapeutic potential.
[Display omitted]</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>33164832</pmid><doi>10.1016/j.lfs.2020.118621</doi><tpages>1</tpages></addata></record> |
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subjects | Affinity Amino acids Anti-Bacterial Agents - chemistry Anti-Bacterial Agents - pharmacology Antibacterial agents Antibiotics Antiinfectives and antibacterials Bacterial Proteins - antagonists & inhibitors Bacterial Proteins - chemistry Binding energy Catalytic Domain Coupling (molecular) Drug Design Drug development Enzyme Inhibitors - chemistry Enzyme Inhibitors - pharmacology Flexibility Free energy Hydrogen Bonding In vivo methods and tests Inhibitors Ligands Mathematical analysis MMGBSA MMPBSA Molecular docking Molecular Docking Simulation Molecular dynamics Molecular Dynamics Simulation Molecular dynamics simulations Orientation behavior PCA Phosphatase Pneumonia Principal components analysis Protein Binding Protein structure Protein Tyrosine Phosphatases - antagonists & inhibitors Protein Tyrosine Phosphatases - chemistry Protein-tyrosine-phosphatase Proteins Simulation Streptococcus infections Streptococcus pneumoniae Streptococcus pneumoniae - drug effects Thermodynamics Tyrosine Virulence |
title | Targeting protein tyrosine phosphatase to unravel possible inhibitors for Streptococcus pneumoniae using molecular docking, molecular dynamics simulations coupled with free energy calculations |
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