Application of pan genomics towards the druggability of Clostridium botulinum
Clostridium botulinum is Gram-positive anaerobic spore-forming bacterium that produces very potent neurotoxins that have a potential to be used as bioweapon. In this study, we utilized applications of pan genome to develop drug targets for 51 strains of Clostridium botulinum . From the total 8756 co...
Gespeichert in:
Veröffentlicht in: | Applied nanoscience 2022-11, Vol.12 (11), p.3237-3249 |
---|---|
Hauptverfasser: | , , , , , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 3249 |
---|---|
container_issue | 11 |
container_start_page | 3237 |
container_title | Applied nanoscience |
container_volume | 12 |
creator | Riasat, Iqra Bakhtiar, Syeda Marriam Faheem, Muhammad Jaiswal, Arun Kumar Naeem, Muhammad Khan, Raees Khan, Asmat Ullah Khalil, Atif Ali Khan Haider, Adnan Junaid, Muhammad de Castro Soares, Siomar Azevedo, Vasco Tiwari, Sandeep Jamal, Syed Babar |
description | Clostridium botulinum
is Gram-positive anaerobic spore-forming bacterium that produces very potent neurotoxins that have a potential to be used as bioweapon. In this study, we utilized applications of pan genome to develop drug targets for 51 strains of
Clostridium botulinum
. From the total 8756 core proteins, there were 422 non-host homologous proteins from which we selected 7 essential proteins by applying 2 thresholds that are identity > 35 and e-value = 0.001. These 7 proteins were selected as drug targets and docked against 105 anti-bacterial compounds. After docking, against each protein, top 10 compounds were selected based on the binding affinity and number of interactions and from these 10 compounds, the most promising compound was ranked on top for all target proteins. Furthermore, we also identified some compounds that have shown highest binding energies with more than one protein. From the 105 anti-bacterial compounds, we got 39 compounds on the basis of their binding energies with all target proteins. These compounds can be further validated by in vitro analysis and can proceed for clinical trials. |
doi_str_mv | 10.1007/s13204-021-02005-0 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2739453886</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2739453886</sourcerecordid><originalsourceid>FETCH-LOGICAL-c319t-17d5506f8beacf926a53430a26e8ff78f9c110c308b4be919b953da57339b6773</originalsourceid><addsrcrecordid>eNp9kE9LxDAQxYMouOh-AU8Fz9VJ0jTNcVn8Byte9BySNqlZ2qYmLbLf3qwVvTkwzBzeezP8ELrCcIMB-G3ElECRA8GpAVgOJ2hFsICcMcxPf3cQ52gd4x5SsYKXlK3Q82YcO1eryfkh8zYb1ZC1ZvC9q2M2-U8VmjTfTdaEuW2Vdp2bDkfhtvNxCq5xc59pP82dG-b-Ep1Z1UWz_pkX6O3-7nX7mO9eHp62m11eUyymHPMmfVPaShtVW0FKxWhBQZHSVNbyyooaY6gpVLrQRmChBaONYpxSoUvO6QW6XnLH4D9mEye593MY0klJOBUFo1VVJhVZVHXwMQZj5Rhcr8JBYpBHcnIhJxM5-U1OQjLRxRSTeGhN-Iv-x_UFx2xwiQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2739453886</pqid></control><display><type>article</type><title>Application of pan genomics towards the druggability of Clostridium botulinum</title><source>SpringerLink Journals</source><creator>Riasat, Iqra ; Bakhtiar, Syeda Marriam ; Faheem, Muhammad ; Jaiswal, Arun Kumar ; Naeem, Muhammad ; Khan, Raees ; Khan, Asmat Ullah ; Khalil, Atif Ali Khan ; Haider, Adnan ; Junaid, Muhammad ; de Castro Soares, Siomar ; Azevedo, Vasco ; Tiwari, Sandeep ; Jamal, Syed Babar</creator><creatorcontrib>Riasat, Iqra ; Bakhtiar, Syeda Marriam ; Faheem, Muhammad ; Jaiswal, Arun Kumar ; Naeem, Muhammad ; Khan, Raees ; Khan, Asmat Ullah ; Khalil, Atif Ali Khan ; Haider, Adnan ; Junaid, Muhammad ; de Castro Soares, Siomar ; Azevedo, Vasco ; Tiwari, Sandeep ; Jamal, Syed Babar</creatorcontrib><description>Clostridium botulinum
is Gram-positive anaerobic spore-forming bacterium that produces very potent neurotoxins that have a potential to be used as bioweapon. In this study, we utilized applications of pan genome to develop drug targets for 51 strains of
Clostridium botulinum
. From the total 8756 core proteins, there were 422 non-host homologous proteins from which we selected 7 essential proteins by applying 2 thresholds that are identity > 35 and e-value = 0.001. These 7 proteins were selected as drug targets and docked against 105 anti-bacterial compounds. After docking, against each protein, top 10 compounds were selected based on the binding affinity and number of interactions and from these 10 compounds, the most promising compound was ranked on top for all target proteins. Furthermore, we also identified some compounds that have shown highest binding energies with more than one protein. From the 105 anti-bacterial compounds, we got 39 compounds on the basis of their binding energies with all target proteins. These compounds can be further validated by in vitro analysis and can proceed for clinical trials.</description><identifier>ISSN: 2190-5509</identifier><identifier>EISSN: 2190-5517</identifier><identifier>DOI: 10.1007/s13204-021-02005-0</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Antibacterial materials ; Binding energy ; Chemistry and Materials Science ; Materials Science ; Membrane Biology ; Nanochemistry ; Nanotechnology ; Nanotechnology and Microengineering ; Original Article ; Proteins ; Toxins</subject><ispartof>Applied nanoscience, 2022-11, Vol.12 (11), p.3237-3249</ispartof><rights>King Abdulaziz City for Science and Technology 2021</rights><rights>King Abdulaziz City for Science and Technology 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-17d5506f8beacf926a53430a26e8ff78f9c110c308b4be919b953da57339b6773</citedby><cites>FETCH-LOGICAL-c319t-17d5506f8beacf926a53430a26e8ff78f9c110c308b4be919b953da57339b6773</cites><orcidid>0000-0001-6916-7376</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s13204-021-02005-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s13204-021-02005-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Riasat, Iqra</creatorcontrib><creatorcontrib>Bakhtiar, Syeda Marriam</creatorcontrib><creatorcontrib>Faheem, Muhammad</creatorcontrib><creatorcontrib>Jaiswal, Arun Kumar</creatorcontrib><creatorcontrib>Naeem, Muhammad</creatorcontrib><creatorcontrib>Khan, Raees</creatorcontrib><creatorcontrib>Khan, Asmat Ullah</creatorcontrib><creatorcontrib>Khalil, Atif Ali Khan</creatorcontrib><creatorcontrib>Haider, Adnan</creatorcontrib><creatorcontrib>Junaid, Muhammad</creatorcontrib><creatorcontrib>de Castro Soares, Siomar</creatorcontrib><creatorcontrib>Azevedo, Vasco</creatorcontrib><creatorcontrib>Tiwari, Sandeep</creatorcontrib><creatorcontrib>Jamal, Syed Babar</creatorcontrib><title>Application of pan genomics towards the druggability of Clostridium botulinum</title><title>Applied nanoscience</title><addtitle>Appl Nanosci</addtitle><description>Clostridium botulinum
is Gram-positive anaerobic spore-forming bacterium that produces very potent neurotoxins that have a potential to be used as bioweapon. In this study, we utilized applications of pan genome to develop drug targets for 51 strains of
Clostridium botulinum
. From the total 8756 core proteins, there were 422 non-host homologous proteins from which we selected 7 essential proteins by applying 2 thresholds that are identity > 35 and e-value = 0.001. These 7 proteins were selected as drug targets and docked against 105 anti-bacterial compounds. After docking, against each protein, top 10 compounds were selected based on the binding affinity and number of interactions and from these 10 compounds, the most promising compound was ranked on top for all target proteins. Furthermore, we also identified some compounds that have shown highest binding energies with more than one protein. From the 105 anti-bacterial compounds, we got 39 compounds on the basis of their binding energies with all target proteins. These compounds can be further validated by in vitro analysis and can proceed for clinical trials.</description><subject>Antibacterial materials</subject><subject>Binding energy</subject><subject>Chemistry and Materials Science</subject><subject>Materials Science</subject><subject>Membrane Biology</subject><subject>Nanochemistry</subject><subject>Nanotechnology</subject><subject>Nanotechnology and Microengineering</subject><subject>Original Article</subject><subject>Proteins</subject><subject>Toxins</subject><issn>2190-5509</issn><issn>2190-5517</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kE9LxDAQxYMouOh-AU8Fz9VJ0jTNcVn8Byte9BySNqlZ2qYmLbLf3qwVvTkwzBzeezP8ELrCcIMB-G3ElECRA8GpAVgOJ2hFsICcMcxPf3cQ52gd4x5SsYKXlK3Q82YcO1eryfkh8zYb1ZC1ZvC9q2M2-U8VmjTfTdaEuW2Vdp2bDkfhtvNxCq5xc59pP82dG-b-Ep1Z1UWz_pkX6O3-7nX7mO9eHp62m11eUyymHPMmfVPaShtVW0FKxWhBQZHSVNbyyooaY6gpVLrQRmChBaONYpxSoUvO6QW6XnLH4D9mEye593MY0klJOBUFo1VVJhVZVHXwMQZj5Rhcr8JBYpBHcnIhJxM5-U1OQjLRxRSTeGhN-Iv-x_UFx2xwiQ</recordid><startdate>20221101</startdate><enddate>20221101</enddate><creator>Riasat, Iqra</creator><creator>Bakhtiar, Syeda Marriam</creator><creator>Faheem, Muhammad</creator><creator>Jaiswal, Arun Kumar</creator><creator>Naeem, Muhammad</creator><creator>Khan, Raees</creator><creator>Khan, Asmat Ullah</creator><creator>Khalil, Atif Ali Khan</creator><creator>Haider, Adnan</creator><creator>Junaid, Muhammad</creator><creator>de Castro Soares, Siomar</creator><creator>Azevedo, Vasco</creator><creator>Tiwari, Sandeep</creator><creator>Jamal, Syed Babar</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-6916-7376</orcidid></search><sort><creationdate>20221101</creationdate><title>Application of pan genomics towards the druggability of Clostridium botulinum</title><author>Riasat, Iqra ; Bakhtiar, Syeda Marriam ; Faheem, Muhammad ; Jaiswal, Arun Kumar ; Naeem, Muhammad ; Khan, Raees ; Khan, Asmat Ullah ; Khalil, Atif Ali Khan ; Haider, Adnan ; Junaid, Muhammad ; de Castro Soares, Siomar ; Azevedo, Vasco ; Tiwari, Sandeep ; Jamal, Syed Babar</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-17d5506f8beacf926a53430a26e8ff78f9c110c308b4be919b953da57339b6773</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Antibacterial materials</topic><topic>Binding energy</topic><topic>Chemistry and Materials Science</topic><topic>Materials Science</topic><topic>Membrane Biology</topic><topic>Nanochemistry</topic><topic>Nanotechnology</topic><topic>Nanotechnology and Microengineering</topic><topic>Original Article</topic><topic>Proteins</topic><topic>Toxins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Riasat, Iqra</creatorcontrib><creatorcontrib>Bakhtiar, Syeda Marriam</creatorcontrib><creatorcontrib>Faheem, Muhammad</creatorcontrib><creatorcontrib>Jaiswal, Arun Kumar</creatorcontrib><creatorcontrib>Naeem, Muhammad</creatorcontrib><creatorcontrib>Khan, Raees</creatorcontrib><creatorcontrib>Khan, Asmat Ullah</creatorcontrib><creatorcontrib>Khalil, Atif Ali Khan</creatorcontrib><creatorcontrib>Haider, Adnan</creatorcontrib><creatorcontrib>Junaid, Muhammad</creatorcontrib><creatorcontrib>de Castro Soares, Siomar</creatorcontrib><creatorcontrib>Azevedo, Vasco</creatorcontrib><creatorcontrib>Tiwari, Sandeep</creatorcontrib><creatorcontrib>Jamal, Syed Babar</creatorcontrib><collection>CrossRef</collection><jtitle>Applied nanoscience</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Riasat, Iqra</au><au>Bakhtiar, Syeda Marriam</au><au>Faheem, Muhammad</au><au>Jaiswal, Arun Kumar</au><au>Naeem, Muhammad</au><au>Khan, Raees</au><au>Khan, Asmat Ullah</au><au>Khalil, Atif Ali Khan</au><au>Haider, Adnan</au><au>Junaid, Muhammad</au><au>de Castro Soares, Siomar</au><au>Azevedo, Vasco</au><au>Tiwari, Sandeep</au><au>Jamal, Syed Babar</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Application of pan genomics towards the druggability of Clostridium botulinum</atitle><jtitle>Applied nanoscience</jtitle><stitle>Appl Nanosci</stitle><date>2022-11-01</date><risdate>2022</risdate><volume>12</volume><issue>11</issue><spage>3237</spage><epage>3249</epage><pages>3237-3249</pages><issn>2190-5509</issn><eissn>2190-5517</eissn><abstract>Clostridium botulinum
is Gram-positive anaerobic spore-forming bacterium that produces very potent neurotoxins that have a potential to be used as bioweapon. In this study, we utilized applications of pan genome to develop drug targets for 51 strains of
Clostridium botulinum
. From the total 8756 core proteins, there were 422 non-host homologous proteins from which we selected 7 essential proteins by applying 2 thresholds that are identity > 35 and e-value = 0.001. These 7 proteins were selected as drug targets and docked against 105 anti-bacterial compounds. After docking, against each protein, top 10 compounds were selected based on the binding affinity and number of interactions and from these 10 compounds, the most promising compound was ranked on top for all target proteins. Furthermore, we also identified some compounds that have shown highest binding energies with more than one protein. From the 105 anti-bacterial compounds, we got 39 compounds on the basis of their binding energies with all target proteins. These compounds can be further validated by in vitro analysis and can proceed for clinical trials.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s13204-021-02005-0</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-6916-7376</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2190-5509 |
ispartof | Applied nanoscience, 2022-11, Vol.12 (11), p.3237-3249 |
issn | 2190-5509 2190-5517 |
language | eng |
recordid | cdi_proquest_journals_2739453886 |
source | SpringerLink Journals |
subjects | Antibacterial materials Binding energy Chemistry and Materials Science Materials Science Membrane Biology Nanochemistry Nanotechnology Nanotechnology and Microengineering Original Article Proteins Toxins |
title | Application of pan genomics towards the druggability of Clostridium botulinum |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-09T03%3A03%3A11IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Application%20of%20pan%20genomics%20towards%20the%20druggability%20of%20Clostridium%20botulinum&rft.jtitle=Applied%20nanoscience&rft.au=Riasat,%20Iqra&rft.date=2022-11-01&rft.volume=12&rft.issue=11&rft.spage=3237&rft.epage=3249&rft.pages=3237-3249&rft.issn=2190-5509&rft.eissn=2190-5517&rft_id=info:doi/10.1007/s13204-021-02005-0&rft_dat=%3Cproquest_cross%3E2739453886%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2739453886&rft_id=info:pmid/&rfr_iscdi=true |