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TIminer: NGS data mining pipeline for cancer immunology and immunotherapy

SUMMARY: Recently, a number of powerful computational tools for dissecting tumor-immune cell interactions from next-generation sequencing data have been developed. However, the assembly of analytical pipelines and execution of multi-step workflows are laborious and involve a large number of intermed...

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Autores principales: Tappeiner, Elias, Finotello, Francesca, Charoentong, Pornpimol, Mayer, Clemens, Rieder, Dietmar, Trajanoski, Zlatko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870678/
https://www.ncbi.nlm.nih.gov/pubmed/28633385
http://dx.doi.org/10.1093/bioinformatics/btx377
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author Tappeiner, Elias
Finotello, Francesca
Charoentong, Pornpimol
Mayer, Clemens
Rieder, Dietmar
Trajanoski, Zlatko
author_facet Tappeiner, Elias
Finotello, Francesca
Charoentong, Pornpimol
Mayer, Clemens
Rieder, Dietmar
Trajanoski, Zlatko
author_sort Tappeiner, Elias
collection PubMed
description SUMMARY: Recently, a number of powerful computational tools for dissecting tumor-immune cell interactions from next-generation sequencing data have been developed. However, the assembly of analytical pipelines and execution of multi-step workflows are laborious and involve a large number of intermediate steps with many dependencies and parameter settings. Here we present TIminer, an easy-to-use computational pipeline for mining tumor-immune cell interactions from next-generation sequencing data. TIminer enables integrative immunogenomic analyses, including: human leukocyte antigens typing, neoantigen prediction, characterization of immune infiltrates and quantification of tumor immunogenicity. AVAILABILITY AND IMPLEMENTATION: TIminer is freely available at http://icbi.i-med.ac.at/software/timiner/timiner.shtml. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-58706782018-04-05 TIminer: NGS data mining pipeline for cancer immunology and immunotherapy Tappeiner, Elias Finotello, Francesca Charoentong, Pornpimol Mayer, Clemens Rieder, Dietmar Trajanoski, Zlatko Bioinformatics Applications Notes SUMMARY: Recently, a number of powerful computational tools for dissecting tumor-immune cell interactions from next-generation sequencing data have been developed. However, the assembly of analytical pipelines and execution of multi-step workflows are laborious and involve a large number of intermediate steps with many dependencies and parameter settings. Here we present TIminer, an easy-to-use computational pipeline for mining tumor-immune cell interactions from next-generation sequencing data. TIminer enables integrative immunogenomic analyses, including: human leukocyte antigens typing, neoantigen prediction, characterization of immune infiltrates and quantification of tumor immunogenicity. AVAILABILITY AND IMPLEMENTATION: TIminer is freely available at http://icbi.i-med.ac.at/software/timiner/timiner.shtml. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2017-10-01 2017-06-15 /pmc/articles/PMC5870678/ /pubmed/28633385 http://dx.doi.org/10.1093/bioinformatics/btx377 Text en © The Author 2017. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Tappeiner, Elias
Finotello, Francesca
Charoentong, Pornpimol
Mayer, Clemens
Rieder, Dietmar
Trajanoski, Zlatko
TIminer: NGS data mining pipeline for cancer immunology and immunotherapy
title TIminer: NGS data mining pipeline for cancer immunology and immunotherapy
title_full TIminer: NGS data mining pipeline for cancer immunology and immunotherapy
title_fullStr TIminer: NGS data mining pipeline for cancer immunology and immunotherapy
title_full_unstemmed TIminer: NGS data mining pipeline for cancer immunology and immunotherapy
title_short TIminer: NGS data mining pipeline for cancer immunology and immunotherapy
title_sort timiner: ngs data mining pipeline for cancer immunology and immunotherapy
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870678/
https://www.ncbi.nlm.nih.gov/pubmed/28633385
http://dx.doi.org/10.1093/bioinformatics/btx377
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