MHC class I–associated peptides derive from selective regions of the human genome
Open Access
- 14 November 2016
- journal article
- Published by American Society for Clinical Investigation in Journal of Clinical Investigation
- Vol. 126 (12) , 4690-4701
- https://doi.org/10.1172/jci88590
Abstract
MHC class I–associated peptides (MAPs) define the immune self for CD8+ T lymphocytes and are key targets of cancer immunosurveillance. Here, the goals of our work were to determine whether the entire set of protein-coding genes could generate MAPs and whether specific features influence the ability of discrete genes to generate MAPs. Using proteogenomics, we have identified 25,270 MAPs isolated from the B lymphocytes of 18 individuals who collectively expressed 27 high-frequency HLA-A,B allotypes. The entire MAP repertoire presented by these 27 allotypes covered only 10% of the exomic sequences expressed in B lymphocytes. Indeed, 41% of expressed protein-coding genes generated no MAPs, while 59% of genes generated up to 64 MAPs, often derived from adjacent regions and presented by different allotypes. We next identified several features of transcripts and proteins associated with efficient MAP production. From these data, we built a logistic regression model that predicts with good accuracy whether a gene generates MAPs. Our results show preferential selection of MAPs from a limited repertoire of proteins with distinctive features. The notion that the MHC class I immunopeptidome presents only a small fraction of the protein-coding genome for monitoring by the immune system has profound implications in autoimmunity and cancer immunology.Keywords
This publication has 80 references indexed in Scilit:
- Incorporating key position and amino acid residue features to identify general and species-specific Ubiquitin conjugation sitesBioinformatics, 2013
- Translational control by 3'-UTR-binding proteinsBriefings in Functional Genomics, 2012
- The MHC I immunopeptidome conveys to the cell surface an integrative view of cellular regulationMolecular Systems Biology, 2011
- Deletion of Immunoproteasome Subunits Imprints on the Transcriptome and Has a Broad Impact on Peptides Presented by Major Histocompatibility Complex I moleculesMolecular & Cellular Proteomics, 2010
- Fast on-rates allow short dwell time ligands to activate T cellsProceedings of the National Academy of Sciences, 2010
- Upstream open reading frames cause widespread reduction of protein expression and are polymorphic among humansProceedings of the National Academy of Sciences, 2009
- NetMHC-3.0: accurate web accessible predictions of human, mouse and monkey MHC class I affinities for peptides of length 8–11Nucleic Acids Research, 2008
- Target-decoy search strategy for increased confidence in large-scale protein identifications by mass spectrometryNature Methods, 2007
- Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profilesProceedings of the National Academy of Sciences, 2005
- IUPred: web server for the prediction of intrinsically unstructured regions of proteins based on estimated energy contentBioinformatics, 2005