Multiplexed Relative Quantitation with Isobaric Tagging Mass Spectrometry Reveals Class I Major Histocompatibility Complex Ligand Dynamics in Response to Doxorubicin.

MHC-I peptides are intracellular-cleaved peptides, usually 8-11 amino acids in length, which are presented on the cell surface and facilitate CD8+ T cell responses. Despite the appreciation of CD8+ T-cell antitumor immune responses toward improvement in patient outcomes, the MHC-I peptide ligands that facilitate the response are poorly described. Along these same lines, although many therapies have been recognized for their ability to reinvigorate antitumor CD8+ T-cell responses, whether these therapies alter the MHC-I peptide repertoire has not been fully assessed due to the lack of quantitative strategies. We develop a multiplexing platform for screening therapy-induced MHC-I ligands by employing tandem mass tags (TMTs). We applied this approach to measuring responses to doxorubicin, which is known to promote antitumor CD8+ T-cell responses during its therapeutic administration in cancer patients. Using both in vitro and in vivo systems, we show successful relative quantitation of MHC-I ligands using TMT-based multiplexing and demonstrate that doxorubicin induces MHC-I peptide ligands that are largely derived from mitotic progression and cell-cycle proteins. This high-throughput MHC-I ligand discovery approach may enable further explorations to understand how small molecules and other therapies alter MHC-I ligand presentation that may be harnessed for CD8+ T-cell-based immunotherapies.

[1]  Steven P. Gygi,et al.  Proteome-Wide Evaluation of Two Common Protein Quantification Methods. , 2018, Journal of proteome research.

[2]  S. Gygi,et al.  Quantitative Temporal in Vivo Proteomics Deciphers the Transition of Virus-Driven Myeloid Cells into M2 Macrophages , 2017, Journal of proteome research.

[3]  Morten Nielsen,et al.  MHC-I Ligand Discovery Using Targeted Database Searches of Mass Spectrometry Data: Implications for T-Cell Immunotherapies. , 2017, Journal of proteome research.

[4]  M. Mann,et al.  Direct identification of clinically relevant neoepitopes presented on native human melanoma tissue by mass spectrometry , 2016, Nature Communications.

[5]  P. Kloetzel,et al.  A large fraction of HLA class I ligands are proteasome-generated spliced peptides , 2016, Science.

[6]  José A. Dianes,et al.  2016 update of the PRIDE database and its related tools , 2015, Nucleic Acids Res..

[7]  Ramin Rad,et al.  Generation of multiple reporter ions from a single isobaric reagent increases multiplexing capacity for quantitative proteomics. , 2015, Analytical chemistry.

[8]  Z. Modrušan,et al.  Predicting immunogenic tumour mutations by combining mass spectrometry and exome sequencing , 2014, Nature.

[9]  Edward L. Huttlin,et al.  MultiNotch MS3 Enables Accurate, Sensitive, and Multiplexed Detection of Differential Expression across Cancer Cell Line Proteomes , 2014, Analytical chemistry.

[10]  Arie Admon,et al.  The nature and extent of contributions by defective ribosome products to the HLA peptidome , 2014, Proceedings of the National Academy of Sciences.

[11]  Edward L. Huttlin,et al.  Increasing the multiplexing capacity of TMTs using reporter ion isotopologues with isobaric masses. , 2012, Analytical chemistry.

[12]  E. Mardis,et al.  Cancer Exome Analysis Reveals a T Cell Dependent Mechanism of Cancer Immunoediting , 2012, Nature.

[13]  S. Gygi,et al.  MS3 eliminates ratio distortion in isobaric labeling-based multiplexed quantitative proteomics , 2011, Nature Methods.

[14]  M. Dobbelstein,et al.  Anthracyclines induce the accumulation of mutant p53 through E2F1-dependent and -independent mechanisms , 2011, Oncogene.

[15]  L. Zitvogel,et al.  Immunogenicity of anthracyclines: moving towards more personalized medicine. , 2008, Trends in molecular medicine.

[16]  L. Zitvogel,et al.  Caspase-dependent immunogenicity of doxorubicin-induced tumor cell death , 2005, The Journal of experimental medicine.

[17]  H. Rammensee,et al.  Differential quantitative analysis of MHC ligands by mass spectrometry using stable isotope labeling , 2004, Nature Biotechnology.

[18]  M. Mann,et al.  Stop and go extraction tips for matrix-assisted laser desorption/ionization, nanoelectrospray, and LC/MS sample pretreatment in proteomics. , 2003, Analytical chemistry.