Nature Communications (Apr 2020)

Cancer neoantigen prioritization through sensitive and reliable proteogenomics analysis

  • Bo Wen,
  • Kai Li,
  • Yun Zhang,
  • Bing Zhang

DOI
https://doi.org/10.1038/s41467-020-15456-w
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 14

Abstract

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Identifying mutation-derived neoantigens by proteogenomics requires robust strategies for quality control. Here, the authors propose peptide retention time as an evaluation metric for proteogenomics quality control methods, and develop a deep learning algorithm for accurate retention time prediction.