TY - JOUR
T1 - Neoantimon
T2 - A multifunctional R package for identification of tumor-specific neoantigens
AU - Hasegawa, Takanori
AU - Hayashi, Shuto
AU - Shimizu, Eigo
AU - Mizuno, Shinichi
AU - Niida, Atsushi
AU - Yamaguchi, Rui
AU - Miyano, Satoru
AU - Nakagawa, Hidewaki
AU - Imoto, Seiya
N1 - Publisher Copyright:
© 2020 The Author(s) 2020. Published by Oxford University Press.
PY - 2020/9/15
Y1 - 2020/9/15
N2 - It is known that some mutant peptides, such as those resulting from missense mutations and frameshift insertions, can bind to the major histocompatibility complex and be presented to antitumor T cells on the surface of a tumor cell. These peptides are termed neoantigen, and it is important to understand this process for cancer immunotherapy. Here, we introduce an R package termed Neoantimon that can predict a list of potential neoantigens from a variety of mutations, which include not only somatic point mutations but insertions, deletions and structural variants. Beyond the existing applications, Neoantimon is capable of attaching and reflecting several additional information, e.g. wild-type binding capability, allele specific RNA expression levels, single nucleotide polymorphism information and combinations of mutations to filter out infeasible peptides as neoantigen.
AB - It is known that some mutant peptides, such as those resulting from missense mutations and frameshift insertions, can bind to the major histocompatibility complex and be presented to antitumor T cells on the surface of a tumor cell. These peptides are termed neoantigen, and it is important to understand this process for cancer immunotherapy. Here, we introduce an R package termed Neoantimon that can predict a list of potential neoantigens from a variety of mutations, which include not only somatic point mutations but insertions, deletions and structural variants. Beyond the existing applications, Neoantimon is capable of attaching and reflecting several additional information, e.g. wild-type binding capability, allele specific RNA expression levels, single nucleotide polymorphism information and combinations of mutations to filter out infeasible peptides as neoantigen.
UR - http://www.scopus.com/inward/record.url?scp=85097004367&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85097004367&partnerID=8YFLogxK
U2 - 10.1093/bioinformatics/btaa616
DO - 10.1093/bioinformatics/btaa616
M3 - Article
C2 - 33123738
AN - SCOPUS:85097004367
SN - 1367-4803
VL - 36
SP - 4813
EP - 4816
JO - Bioinformatics
JF - Bioinformatics
IS - 18
ER -