Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
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
_version_ 1783297031680294912
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
work_keys_str_mv AT limulinjun mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT yaohongcheng mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT huangdandan mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT liuhuanhuan mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT liuzipeng mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT xuhang mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT qinyiming mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT prinzjeanette mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT xiaweiyi mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT wangpanwen mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT yanbin mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT trannhanl mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT kocherjeanpierre mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT shampakc mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers
AT wangjunwen mtctscanacomprehensiveplatformforannotationandprioritizationofmutationsaffectingdrugsensitivityincancers