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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2021
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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/. |
format | Online Article Text |
id | pubmed-8385119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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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