Loading…
Widely-targeted in silico and in vitro evaluation of veratrum alkaloid analogs as FAK inhibitors and dual targeting of FAK and Hh/SMO pathways for cancer therapy: A critical analysis
Focal Adhesive Kinase (FAK), a key player in aggressive cancers, mediates signals crucial for progression, invasion, and metastasis. Despite advances in targeted therapies, drug resistance is still a challenge, and survival rates remain low, particularly for late-stage patients, emphasizing the need...
Saved in:
Published in: | International journal of biological macromolecules 2024-11, Vol.281 (Pt 2), p.136201, Article 136201 |
---|---|
Main Author: | |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | |
---|---|
cites | cdi_FETCH-LOGICAL-c245t-8379d60f96527a1db0bac46054c21f221d1fa32cac0356600164f6696790ceba3 |
container_end_page | |
container_issue | Pt 2 |
container_start_page | 136201 |
container_title | International journal of biological macromolecules |
container_volume | 281 |
creator | Mosoh, Dexter Achu |
description | Focal Adhesive Kinase (FAK), a key player in aggressive cancers, mediates signals crucial for progression, invasion, and metastasis. Despite advances in targeted therapies, drug resistance is still a challenge, and survival rates remain low, particularly for late-stage patients, emphasizing the need for innovative cancer therapeutics. Cyclopamine, a veratrum alkaloid, has shown promising anti-tumor properties, but the search for more potent analogs with enhanced affinity for the biological target continues.
This study employs a hybrid virtual screening approach combining pharmacophore model-based virtual screening (PB-VS) and docking-based virtual screening (DB-VS) to identify potential inhibitors of the FAK catalytic domain. PB-VS on the PubChem database yielded a set of hits, which were then docked with the FAK catalytic domain in two stages (1st and 2nd DB-VS). Hits were ranked based on docking scores and interactions with the active site. The top three compounds underwent molecular dynamics simulations, alongside two control compounds (SMO inhibitor(s) and FAK inhibitor(s)), to assess stability through RMSD, RMSF, Rg, and SASA analyses. ADMET properties were evaluated, and compounds were filtered based on drug-likeness criteria.
Molecular dynamics simulations demonstrated the stability of compounds when complexed with the FAK catalytic domain. Compounds 16 (−25 kcal/mol), 87 (−27.47 kcal/mol), and 88 (−18.94 kcal/mol) exhibited comparable docking scores, interaction profiles, stability, and binding energies, indicating their potential as lead candidates. However, further validation and optimization through quantitative structure-activity relationship (QSAR) studies are essential to refine their efficacy and therapeutic potential. The in vitro cell-based assay demonstrated that compound 101PF, a FAK inhibitor, significantly inhibited the proliferation and migration of A549 cells. However, the results regarding the combined effects of FAK and SMO inhibitors were inconclusive, highlighting the need for further investigation. This study contributes to developing more effective anti-cancer drugs by improving the understanding of potential cyclopamine-based veratrum alkaloid analogs with enhanced interactions with the FAK catalytic domain.
[Display omitted]
•There is an urgent need for novel FAK inhibitors to improve the outcomes of cancer treatment.•Veratrum analogs exhibit strong FAK inhibition, making them promising for cancer therapy.•Dual inhibition of |
doi_str_mv | 10.1016/j.ijbiomac.2024.136201 |
format | article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3113380690</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0141813024070107</els_id><sourcerecordid>3113380690</sourcerecordid><originalsourceid>FETCH-LOGICAL-c245t-8379d60f96527a1db0bac46054c21f221d1fa32cac0356600164f6696790ceba3</originalsourceid><addsrcrecordid>eNqFkcFu1DAURS0EotPCL1RessnUjhMnYcWoohRR1AUgltaL7cy8IRMPtjMoP8b31WlatqyebJ97r_wuIZecrTnj8mq_xn2L7gB6nbO8WHMhc8ZfkBWvqyZjjImXZMV4wbOaC3ZGzkPYp1tZ8vo1ORONkHVZyRX5-xON7acsgt_aaA3FgQbsUTsKw-PphNE7ak_QjxDRDdR19GQ9RD8eKPS_oHdoEpzmNlAI9GbzJel22GJ0PjzamBF6ukTgsJ0dZmh-ud1dfft6T48Qd39gCrRznmoYtPU07lLKcXpPN1R7jKiTxxwzBQxvyKsO-mDfPs0L8uPm4_fr2-zu_tPn681dpvOijFktqsZI1jWyzCvgpmUt6EKystA57_KcG96ByDVoJkopWdps0UnZyKph2rYgLsi7xffo3e_RhqgOGLTtexisG4MSnAtRM9mwhMoF1d6F4G2njh4P4CfFmZo7U3v13JmaO1NLZ0l4-ZQxtgdr_smeS0rAhwWw6acntF4FjTbtyKC3Oirj8H8ZDycSrOE</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3113380690</pqid></control><display><type>article</type><title>Widely-targeted in silico and in vitro evaluation of veratrum alkaloid analogs as FAK inhibitors and dual targeting of FAK and Hh/SMO pathways for cancer therapy: A critical analysis</title><source>ScienceDirect Freedom Collection</source><creator>Mosoh, Dexter Achu</creator><creatorcontrib>Mosoh, Dexter Achu</creatorcontrib><description>Focal Adhesive Kinase (FAK), a key player in aggressive cancers, mediates signals crucial for progression, invasion, and metastasis. Despite advances in targeted therapies, drug resistance is still a challenge, and survival rates remain low, particularly for late-stage patients, emphasizing the need for innovative cancer therapeutics. Cyclopamine, a veratrum alkaloid, has shown promising anti-tumor properties, but the search for more potent analogs with enhanced affinity for the biological target continues.
This study employs a hybrid virtual screening approach combining pharmacophore model-based virtual screening (PB-VS) and docking-based virtual screening (DB-VS) to identify potential inhibitors of the FAK catalytic domain. PB-VS on the PubChem database yielded a set of hits, which were then docked with the FAK catalytic domain in two stages (1st and 2nd DB-VS). Hits were ranked based on docking scores and interactions with the active site. The top three compounds underwent molecular dynamics simulations, alongside two control compounds (SMO inhibitor(s) and FAK inhibitor(s)), to assess stability through RMSD, RMSF, Rg, and SASA analyses. ADMET properties were evaluated, and compounds were filtered based on drug-likeness criteria.
Molecular dynamics simulations demonstrated the stability of compounds when complexed with the FAK catalytic domain. Compounds 16 (−25 kcal/mol), 87 (−27.47 kcal/mol), and 88 (−18.94 kcal/mol) exhibited comparable docking scores, interaction profiles, stability, and binding energies, indicating their potential as lead candidates. However, further validation and optimization through quantitative structure-activity relationship (QSAR) studies are essential to refine their efficacy and therapeutic potential. The in vitro cell-based assay demonstrated that compound 101PF, a FAK inhibitor, significantly inhibited the proliferation and migration of A549 cells. However, the results regarding the combined effects of FAK and SMO inhibitors were inconclusive, highlighting the need for further investigation. This study contributes to developing more effective anti-cancer drugs by improving the understanding of potential cyclopamine-based veratrum alkaloid analogs with enhanced interactions with the FAK catalytic domain.
[Display omitted]
•There is an urgent need for novel FAK inhibitors to improve the outcomes of cancer treatment.•Veratrum analogs exhibit strong FAK inhibition, making them promising for cancer therapy.•Dual inhibition of FAK and Hh/SMO pathways presents a promising strategy to boost the efficacy of cancer treatment.</description><identifier>ISSN: 0141-8130</identifier><identifier>ISSN: 1879-0003</identifier><identifier>EISSN: 1879-0003</identifier><identifier>DOI: 10.1016/j.ijbiomac.2024.136201</identifier><identifier>PMID: 39368576</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>2D-to-3D Widely-targeted virtual screening ; ADMET ; Cancer ; Combinatorial effect, cyclopamine analogs ; Drug resistance ; FAK inhibitor(s) ; Focal adhesive kinase ; In vitro cell-based assay, MMPBSA method ; Molecular docking ; Molecular dynamics simulation ; SMO inhibitor(s), pharmacological inhibition of FAK and Hh/SMO pathways, Veratrum plant species</subject><ispartof>International journal of biological macromolecules, 2024-11, Vol.281 (Pt 2), p.136201, Article 136201</ispartof><rights>2024 Elsevier B.V.</rights><rights>Copyright © 2024 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c245t-8379d60f96527a1db0bac46054c21f221d1fa32cac0356600164f6696790ceba3</cites><orcidid>0000-0001-9721-0263</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39368576$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mosoh, Dexter Achu</creatorcontrib><title>Widely-targeted in silico and in vitro evaluation of veratrum alkaloid analogs as FAK inhibitors and dual targeting of FAK and Hh/SMO pathways for cancer therapy: A critical analysis</title><title>International journal of biological macromolecules</title><addtitle>Int J Biol Macromol</addtitle><description>Focal Adhesive Kinase (FAK), a key player in aggressive cancers, mediates signals crucial for progression, invasion, and metastasis. Despite advances in targeted therapies, drug resistance is still a challenge, and survival rates remain low, particularly for late-stage patients, emphasizing the need for innovative cancer therapeutics. Cyclopamine, a veratrum alkaloid, has shown promising anti-tumor properties, but the search for more potent analogs with enhanced affinity for the biological target continues.
This study employs a hybrid virtual screening approach combining pharmacophore model-based virtual screening (PB-VS) and docking-based virtual screening (DB-VS) to identify potential inhibitors of the FAK catalytic domain. PB-VS on the PubChem database yielded a set of hits, which were then docked with the FAK catalytic domain in two stages (1st and 2nd DB-VS). Hits were ranked based on docking scores and interactions with the active site. The top three compounds underwent molecular dynamics simulations, alongside two control compounds (SMO inhibitor(s) and FAK inhibitor(s)), to assess stability through RMSD, RMSF, Rg, and SASA analyses. ADMET properties were evaluated, and compounds were filtered based on drug-likeness criteria.
Molecular dynamics simulations demonstrated the stability of compounds when complexed with the FAK catalytic domain. Compounds 16 (−25 kcal/mol), 87 (−27.47 kcal/mol), and 88 (−18.94 kcal/mol) exhibited comparable docking scores, interaction profiles, stability, and binding energies, indicating their potential as lead candidates. However, further validation and optimization through quantitative structure-activity relationship (QSAR) studies are essential to refine their efficacy and therapeutic potential. The in vitro cell-based assay demonstrated that compound 101PF, a FAK inhibitor, significantly inhibited the proliferation and migration of A549 cells. However, the results regarding the combined effects of FAK and SMO inhibitors were inconclusive, highlighting the need for further investigation. This study contributes to developing more effective anti-cancer drugs by improving the understanding of potential cyclopamine-based veratrum alkaloid analogs with enhanced interactions with the FAK catalytic domain.
[Display omitted]
•There is an urgent need for novel FAK inhibitors to improve the outcomes of cancer treatment.•Veratrum analogs exhibit strong FAK inhibition, making them promising for cancer therapy.•Dual inhibition of FAK and Hh/SMO pathways presents a promising strategy to boost the efficacy of cancer treatment.</description><subject>2D-to-3D Widely-targeted virtual screening</subject><subject>ADMET</subject><subject>Cancer</subject><subject>Combinatorial effect, cyclopamine analogs</subject><subject>Drug resistance</subject><subject>FAK inhibitor(s)</subject><subject>Focal adhesive kinase</subject><subject>In vitro cell-based assay, MMPBSA method</subject><subject>Molecular docking</subject><subject>Molecular dynamics simulation</subject><subject>SMO inhibitor(s), pharmacological inhibition of FAK and Hh/SMO pathways, Veratrum plant species</subject><issn>0141-8130</issn><issn>1879-0003</issn><issn>1879-0003</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkcFu1DAURS0EotPCL1RessnUjhMnYcWoohRR1AUgltaL7cy8IRMPtjMoP8b31WlatqyebJ97r_wuIZecrTnj8mq_xn2L7gB6nbO8WHMhc8ZfkBWvqyZjjImXZMV4wbOaC3ZGzkPYp1tZ8vo1ORONkHVZyRX5-xON7acsgt_aaA3FgQbsUTsKw-PphNE7ak_QjxDRDdR19GQ9RD8eKPS_oHdoEpzmNlAI9GbzJel22GJ0PjzamBF6ukTgsJ0dZmh-ud1dfft6T48Qd39gCrRznmoYtPU07lLKcXpPN1R7jKiTxxwzBQxvyKsO-mDfPs0L8uPm4_fr2-zu_tPn681dpvOijFktqsZI1jWyzCvgpmUt6EKystA57_KcG96ByDVoJkopWdps0UnZyKph2rYgLsi7xffo3e_RhqgOGLTtexisG4MSnAtRM9mwhMoF1d6F4G2njh4P4CfFmZo7U3v13JmaO1NLZ0l4-ZQxtgdr_smeS0rAhwWw6acntF4FjTbtyKC3Oirj8H8ZDycSrOE</recordid><startdate>202411</startdate><enddate>202411</enddate><creator>Mosoh, Dexter Achu</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-9721-0263</orcidid></search><sort><creationdate>202411</creationdate><title>Widely-targeted in silico and in vitro evaluation of veratrum alkaloid analogs as FAK inhibitors and dual targeting of FAK and Hh/SMO pathways for cancer therapy: A critical analysis</title><author>Mosoh, Dexter Achu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c245t-8379d60f96527a1db0bac46054c21f221d1fa32cac0356600164f6696790ceba3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>2D-to-3D Widely-targeted virtual screening</topic><topic>ADMET</topic><topic>Cancer</topic><topic>Combinatorial effect, cyclopamine analogs</topic><topic>Drug resistance</topic><topic>FAK inhibitor(s)</topic><topic>Focal adhesive kinase</topic><topic>In vitro cell-based assay, MMPBSA method</topic><topic>Molecular docking</topic><topic>Molecular dynamics simulation</topic><topic>SMO inhibitor(s), pharmacological inhibition of FAK and Hh/SMO pathways, Veratrum plant species</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mosoh, Dexter Achu</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>International journal of biological macromolecules</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mosoh, Dexter Achu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Widely-targeted in silico and in vitro evaluation of veratrum alkaloid analogs as FAK inhibitors and dual targeting of FAK and Hh/SMO pathways for cancer therapy: A critical analysis</atitle><jtitle>International journal of biological macromolecules</jtitle><addtitle>Int J Biol Macromol</addtitle><date>2024-11</date><risdate>2024</risdate><volume>281</volume><issue>Pt 2</issue><spage>136201</spage><pages>136201-</pages><artnum>136201</artnum><issn>0141-8130</issn><issn>1879-0003</issn><eissn>1879-0003</eissn><abstract>Focal Adhesive Kinase (FAK), a key player in aggressive cancers, mediates signals crucial for progression, invasion, and metastasis. Despite advances in targeted therapies, drug resistance is still a challenge, and survival rates remain low, particularly for late-stage patients, emphasizing the need for innovative cancer therapeutics. Cyclopamine, a veratrum alkaloid, has shown promising anti-tumor properties, but the search for more potent analogs with enhanced affinity for the biological target continues.
This study employs a hybrid virtual screening approach combining pharmacophore model-based virtual screening (PB-VS) and docking-based virtual screening (DB-VS) to identify potential inhibitors of the FAK catalytic domain. PB-VS on the PubChem database yielded a set of hits, which were then docked with the FAK catalytic domain in two stages (1st and 2nd DB-VS). Hits were ranked based on docking scores and interactions with the active site. The top three compounds underwent molecular dynamics simulations, alongside two control compounds (SMO inhibitor(s) and FAK inhibitor(s)), to assess stability through RMSD, RMSF, Rg, and SASA analyses. ADMET properties were evaluated, and compounds were filtered based on drug-likeness criteria.
Molecular dynamics simulations demonstrated the stability of compounds when complexed with the FAK catalytic domain. Compounds 16 (−25 kcal/mol), 87 (−27.47 kcal/mol), and 88 (−18.94 kcal/mol) exhibited comparable docking scores, interaction profiles, stability, and binding energies, indicating their potential as lead candidates. However, further validation and optimization through quantitative structure-activity relationship (QSAR) studies are essential to refine their efficacy and therapeutic potential. The in vitro cell-based assay demonstrated that compound 101PF, a FAK inhibitor, significantly inhibited the proliferation and migration of A549 cells. However, the results regarding the combined effects of FAK and SMO inhibitors were inconclusive, highlighting the need for further investigation. This study contributes to developing more effective anti-cancer drugs by improving the understanding of potential cyclopamine-based veratrum alkaloid analogs with enhanced interactions with the FAK catalytic domain.
[Display omitted]
•There is an urgent need for novel FAK inhibitors to improve the outcomes of cancer treatment.•Veratrum analogs exhibit strong FAK inhibition, making them promising for cancer therapy.•Dual inhibition of FAK and Hh/SMO pathways presents a promising strategy to boost the efficacy of cancer treatment.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>39368576</pmid><doi>10.1016/j.ijbiomac.2024.136201</doi><orcidid>https://orcid.org/0000-0001-9721-0263</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0141-8130 |
ispartof | International journal of biological macromolecules, 2024-11, Vol.281 (Pt 2), p.136201, Article 136201 |
issn | 0141-8130 1879-0003 1879-0003 |
language | eng |
recordid | cdi_proquest_miscellaneous_3113380690 |
source | ScienceDirect Freedom Collection |
subjects | 2D-to-3D Widely-targeted virtual screening ADMET Cancer Combinatorial effect, cyclopamine analogs Drug resistance FAK inhibitor(s) Focal adhesive kinase In vitro cell-based assay, MMPBSA method Molecular docking Molecular dynamics simulation SMO inhibitor(s), pharmacological inhibition of FAK and Hh/SMO pathways, Veratrum plant species |
title | Widely-targeted in silico and in vitro evaluation of veratrum alkaloid analogs as FAK inhibitors and dual targeting of FAK and Hh/SMO pathways for cancer therapy: A critical analysis |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T13%3A33%3A53IST&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=Widely-targeted%20in%20silico%20and%20in%20vitro%20evaluation%20of%20veratrum%20alkaloid%20analogs%20as%20FAK%20inhibitors%20and%20dual%20targeting%20of%20FAK%20and%20Hh/SMO%20pathways%20for%20cancer%20therapy:%20A%20critical%20analysis&rft.jtitle=International%20journal%20of%20biological%20macromolecules&rft.au=Mosoh,%20Dexter%20Achu&rft.date=2024-11&rft.volume=281&rft.issue=Pt%202&rft.spage=136201&rft.pages=136201-&rft.artnum=136201&rft.issn=0141-8130&rft.eissn=1879-0003&rft_id=info:doi/10.1016/j.ijbiomac.2024.136201&rft_dat=%3Cproquest_cross%3E3113380690%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c245t-8379d60f96527a1db0bac46054c21f221d1fa32cac0356600164f6696790ceba3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3113380690&rft_id=info:pmid/39368576&rfr_iscdi=true |