• Bioinformatics · Oct 2019

    ScanNeo: identifying indel derived neoantigens using RNA-Seq data.

    • Ting-You Wang, Li Wang, Sk Kayum Alam, Luke H Hoeppner, and Rendong Yang.
    • The Hormel Institute, University of Minnesota, Austin, MN, USA.
    • Bioinformatics. 2019 Oct 15; 35 (20): 4159-4161.

    SummaryInsertion and deletion (indels) have been recognized as an important source generating tumor-specific mutant peptides (neoantigens). The focus of indel-derived neoantigen identification has been on leveraging DNA sequencing such as whole exome sequencing, with the effort of using RNA-seq less well explored. Here we present ScanNeo, a fast-streamlined computational pipeline for analyzing RNA-seq to predict neoepitopes derived from small to large-sized indels. We applied ScanNeo in a prostate cancer cell line and validated our predictions with matched mass spectrometry data. Finally, we demonstrated that indel neoantigens predicted from RNA-seq were associated with checkpoint inhibitor response in a cohort of melanoma patients.Availability And ImplementationScanNeo is implemented in Python. It is freely accessible at the GitHub repository (https://github.com/ylab-hi/ScanNeo).Supplementary InformationSupplementary data are available at Bioinformatics online.© The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

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