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TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection

TSNAD is a one-stop software solution for predicting neoantigens from the whole genome/exome sequencing data of tumor-normal pairs. Here we present TSNAD v2.0 which provides several new features such as the function of RNA-Seq analysis including gene expression and gene fusion analysis, the support...

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Detalles Bibliográficos
Autores principales: Zhou, Zhan, Wu, Jingcheng, Ren, Jianan, Chen, Wenfan, Zhao, Wenyi, Gu, Xun, Chi, Ying, He, Qiaojun, Yang, Bo, Wu, Jian, Chen, Shuqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385119/
https://www.ncbi.nlm.nih.gov/pubmed/34471496
http://dx.doi.org/10.1016/j.csbj.2021.08.016
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author Zhou, Zhan
Wu, Jingcheng
Ren, Jianan
Chen, Wenfan
Zhao, Wenyi
Gu, Xun
Chi, Ying
He, Qiaojun
Yang, Bo
Wu, Jian
Chen, Shuqing
author_facet Zhou, Zhan
Wu, Jingcheng
Ren, Jianan
Chen, Wenfan
Zhao, Wenyi
Gu, Xun
Chi, Ying
He, Qiaojun
Yang, Bo
Wu, Jian
Chen, Shuqing
author_sort Zhou, Zhan
collection PubMed
description TSNAD is a one-stop software solution for predicting neoantigens from the whole genome/exome sequencing data of tumor-normal pairs. Here we present TSNAD v2.0 which provides several new features such as the function of RNA-Seq analysis including gene expression and gene fusion analysis, the support of different versions of the reference genome. Most importantly, we replace the NetMHCpan with DeepHLApan we developed previously, which considers both the binding between peptide and major histocompatibility complex (MHC) and the immunogenicity of the presented peptide-MHC complex (pMHC). TSNAD v2.0 achieves good performamce on a standard dataset. For better usage, we provide the Docker version and the web service of TSNAD v2.0. The source code of TSNAD v2.0 is freely available at https://github.com/jiujiezz/tsnad. And the web service of TSNAD v2.0 is available at http://biopharm.zju.edu.cn/tsnad/.
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spelling pubmed-83851192021-08-31 TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection Zhou, Zhan Wu, Jingcheng Ren, Jianan Chen, Wenfan Zhao, Wenyi Gu, Xun Chi, Ying He, Qiaojun Yang, Bo Wu, Jian Chen, Shuqing Comput Struct Biotechnol J Research Article TSNAD is a one-stop software solution for predicting neoantigens from the whole genome/exome sequencing data of tumor-normal pairs. Here we present TSNAD v2.0 which provides several new features such as the function of RNA-Seq analysis including gene expression and gene fusion analysis, the support of different versions of the reference genome. Most importantly, we replace the NetMHCpan with DeepHLApan we developed previously, which considers both the binding between peptide and major histocompatibility complex (MHC) and the immunogenicity of the presented peptide-MHC complex (pMHC). TSNAD v2.0 achieves good performamce on a standard dataset. For better usage, we provide the Docker version and the web service of TSNAD v2.0. The source code of TSNAD v2.0 is freely available at https://github.com/jiujiezz/tsnad. And the web service of TSNAD v2.0 is available at http://biopharm.zju.edu.cn/tsnad/. Research Network of Computational and Structural Biotechnology 2021-08-12 /pmc/articles/PMC8385119/ /pubmed/34471496 http://dx.doi.org/10.1016/j.csbj.2021.08.016 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Zhou, Zhan
Wu, Jingcheng
Ren, Jianan
Chen, Wenfan
Zhao, Wenyi
Gu, Xun
Chi, Ying
He, Qiaojun
Yang, Bo
Wu, Jian
Chen, Shuqing
TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection
title TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection
title_full TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection
title_fullStr TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection
title_full_unstemmed TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection
title_short TSNAD v2.0: A one-stop software solution for tumor-specific neoantigen detection
title_sort tsnad v2.0: a one-stop software solution for tumor-specific neoantigen detection
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385119/
https://www.ncbi.nlm.nih.gov/pubmed/34471496
http://dx.doi.org/10.1016/j.csbj.2021.08.016
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