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mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers
Cancer therapies have experienced rapid progress in recent years, with a number of novel small-molecule kinase inhibitors and monoclonal antibodies now being widely used to treat various types of human cancers. During cancer treatments, mutations can have important effects on drug sensitivity. Howev...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5793836/ https://www.ncbi.nlm.nih.gov/pubmed/28482068 http://dx.doi.org/10.1093/nar/gkx400 |
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author | Li, Mulin Jun Yao, Hongcheng Huang, Dandan Liu, Huanhuan Liu, Zipeng Xu, Hang Qin, Yiming Prinz, Jeanette Xia, Weiyi Wang, Panwen Yan, Bin Tran, Nhan L. Kocher, Jean-Pierre Sham, Pak C. Wang, Junwen |
author_facet | Li, Mulin Jun Yao, Hongcheng Huang, Dandan Liu, Huanhuan Liu, Zipeng Xu, Hang Qin, Yiming Prinz, Jeanette Xia, Weiyi Wang, Panwen Yan, Bin Tran, Nhan L. Kocher, Jean-Pierre Sham, Pak C. Wang, Junwen |
author_sort | Li, Mulin Jun |
collection | PubMed |
description | Cancer therapies have experienced rapid progress in recent years, with a number of novel small-molecule kinase inhibitors and monoclonal antibodies now being widely used to treat various types of human cancers. During cancer treatments, mutations can have important effects on drug sensitivity. However, the relationship between tumor genomic profiles and the effectiveness of cancer drugs remains elusive. We introduce Mutation To Cancer Therapy Scan (mTCTScan) web server (http://jjwanglab.org/mTCTScan) that can systematically analyze mutations affecting cancer drug sensitivity based on individual genomic profiles. The platform was developed by leveraging the latest knowledge on mutation-cancer drug sensitivity associations and the results from large-scale chemical screening using human cancer cell lines. Using an evidence-based scoring scheme based on current integrative evidences, mTCTScan is able to prioritize mutations according to their associations with cancer drugs and preclinical compounds. It can also show related drugs/compounds with sensitivity classification by considering the context of the entire genomic profile. In addition, mTCTScan incorporates comprehensive filtering functions and cancer-related annotations to better interpret mutation effects and their association with cancer drugs. This platform will greatly benefit both researchers and clinicians for interrogating mechanisms of mutation-dependent drug response, which will have a significant impact on cancer precision medicine. |
format | Online Article Text |
id | pubmed-5793836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-57938362018-02-06 mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers Li, Mulin Jun Yao, Hongcheng Huang, Dandan Liu, Huanhuan Liu, Zipeng Xu, Hang Qin, Yiming Prinz, Jeanette Xia, Weiyi Wang, Panwen Yan, Bin Tran, Nhan L. Kocher, Jean-Pierre Sham, Pak C. Wang, Junwen Nucleic Acids Res Web Server Issue Cancer therapies have experienced rapid progress in recent years, with a number of novel small-molecule kinase inhibitors and monoclonal antibodies now being widely used to treat various types of human cancers. During cancer treatments, mutations can have important effects on drug sensitivity. However, the relationship between tumor genomic profiles and the effectiveness of cancer drugs remains elusive. We introduce Mutation To Cancer Therapy Scan (mTCTScan) web server (http://jjwanglab.org/mTCTScan) that can systematically analyze mutations affecting cancer drug sensitivity based on individual genomic profiles. The platform was developed by leveraging the latest knowledge on mutation-cancer drug sensitivity associations and the results from large-scale chemical screening using human cancer cell lines. Using an evidence-based scoring scheme based on current integrative evidences, mTCTScan is able to prioritize mutations according to their associations with cancer drugs and preclinical compounds. It can also show related drugs/compounds with sensitivity classification by considering the context of the entire genomic profile. In addition, mTCTScan incorporates comprehensive filtering functions and cancer-related annotations to better interpret mutation effects and their association with cancer drugs. This platform will greatly benefit both researchers and clinicians for interrogating mechanisms of mutation-dependent drug response, which will have a significant impact on cancer precision medicine. Oxford University Press 2017-07-03 2017-05-08 /pmc/articles/PMC5793836/ /pubmed/28482068 http://dx.doi.org/10.1093/nar/gkx400 Text en © The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Web Server Issue Li, Mulin Jun Yao, Hongcheng Huang, Dandan Liu, Huanhuan Liu, Zipeng Xu, Hang Qin, Yiming Prinz, Jeanette Xia, Weiyi Wang, Panwen Yan, Bin Tran, Nhan L. Kocher, Jean-Pierre Sham, Pak C. Wang, Junwen mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers |
title | mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers |
title_full | mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers |
title_fullStr | mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers |
title_full_unstemmed | mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers |
title_short | mTCTScan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers |
title_sort | mtctscan: a comprehensive platform for annotation and prioritization of mutations affecting drug sensitivity in cancers |
topic | Web Server Issue |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5793836/ https://www.ncbi.nlm.nih.gov/pubmed/28482068 http://dx.doi.org/10.1093/nar/gkx400 |
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