학술논문

Advanced Proteogenomic Analysis Reveals Multiple Peptide Mutations and Complex Immunoglobulin Peptides in Colon Cancer
Document Type
article
Source
Journal of Proteome Research. 14(9)
Subject
Genetics
Colo-Rectal Cancer
Biotechnology
Cancer
Digestive Diseases
Human Genome
Aetiology
2.1 Biological and endogenous factors
Alternative Splicing
Amino Acid Sequence
Databases
Protein
Genomics
Humans
Immunoglobulins
Molecular Sequence Data
Mutation
Peptides
Proteomics
Tandem Mass Spectrometry
Proteogenomics
cancer proteogenomics
cancer
CPTAC
TCGA
RNA-seq
Chemical Sciences
Biological Sciences
Biochemistry & Molecular Biology
Language
Abstract
Aiming toward an improved understanding of the regulation of proteins in cancer, recent studies from the Clinical Proteomic Tumor Analysis Consortium (CPTAC) have focused on analyzing cancer tissue using proteomic technologies and workflows. Although many proteogenomics approaches for the study of cancer samples have been proposed, serious methodological challenges remain, especially in the identification of multiple mutational variants or structural variations such as fusion gene events. In addition, although immune system genes play an important role in cancer, identification of IgG peptides remains challenging in proteomic data sets. Here, we describe an integrative proteogenomic method that extends the limit of proteogenomic searches to identify multiple variant peptides as well as immunoglobulin gene variations/rearrangements using customized mining of RNA-seq data. Our results also provide the first extensive characterization of tumor immune response and demonstrate the potential of this method to improve the molecular characterization of tumor subtypes.