Workflow enabling deepscale immunopeptidome, proteome, ubiquitylome, phosphoproteome, and acetylome analyses of sample-limited tissues

被引:24
作者
Abelin, Jennifer G. [1 ]
Bergstrom, Erik J. [1 ]
Rivera, Keith D. [1 ]
Taylor, Hannah B. [1 ]
Klaeger, Susan [1 ]
Xu, Charles [1 ]
Verzani, Eva K. [1 ]
White, C. Jackson [1 ]
Woldemichael, Hilina B. [1 ]
Virshup, Maya [1 ]
Olive, Meagan E. [1 ]
Maynard, Myranda [1 ]
Vartany, Stephanie A. [1 ]
Allen, Joseph D. [1 ]
Phulphagar, Kshiti [1 ]
Kane, M. Harry [1 ]
Rachimi, Suzanna [1 ]
Mani, D. R. [1 ]
Gillette, Michael A. [1 ,2 ]
Satpathy, Shankha [1 ]
Clauser, Karl R. [1 ]
Udeshi, Namrata D. [1 ]
Carr, Steven A. [1 ]
机构
[1] Broad Inst Massachusetts Inst Technol & Harvard, Cambridge, MA 02142 USA
[2] Massachusetts Gen Hosp, Boston, MA 02114 USA
基金
瑞士国家科学基金会;
关键词
MASS-SPECTROMETRY; PROTEOGENOMIC CHARACTERIZATION; HIGH-THROUGHPUT; CANCER; MUTATIONS; IDENTIFICATION; EXPRESSION; PREDICTION; LANDSCAPE; EPITOPES;
D O I
10.1038/s41467-023-37547-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Serial multi-omic analysis of proteome, phosphoproteome, and acetylome provides insights into changes in protein expression, cell signaling, cross-talk and epigenetic pathways involved in disease pathology and treatment. However, ubiquitylome and HLA peptidome data collection used to understand protein degradation and antigen presentation have not together been serialized, and instead require separate samples for parallel processing using distinct protocols. Here we present MONTE, a highly sensitive multi-omic native tissue enrichment workflow, that enables serial, deep-scale analysis of HLA-I and HLA-II immunopeptidome, ubiquitylome, proteome, phosphoproteome, and acetylome from the same tissue sample. We demonstrate that the depth of coverage and quantitative precision of each 'ome is not compromised by serialization, and the addition of HLA immunopeptidomics enables the identification of peptides derived from cancer/testis antigens and patient specific neoantigens. We evaluate the technical feasibility of the MONTE workflow using a small cohort of patient lung adenocarcinoma tumors. Patient samples are often available in limited amounts, restricting the number of possible omics analyses. Here the authors present MONTE, a workflow that enables serial HLA-I and HLA-II immunopeptidome, ubiquitylome, proteome, phosphoproteome, and acetylome data collection from patient samples.
引用
收藏
页数:22
相关论文
共 92 条
[1]   Defining HLA-II Ligand Processing and Binding Rules with Mass Spectrometry Enhances Cancer Epitope Prediction [J].
Abelin, Jennifer G. ;
Harjanto, Dewi ;
Malloy, Matthew ;
Suri, Prerna ;
Colson, Tyler ;
Goulding, Scott P. ;
Creech, Amanda L. ;
Serrano, Lia R. ;
Nasir, Gibran ;
Nasrullah, Yusuf ;
McGann, Christopher D. ;
Velez, Diana ;
Ting, Ying S. ;
Poran, Asaf ;
Rothenberg, Daniel A. ;
Chhangawala, Sagar ;
Rubinsteyn, Alex ;
Hammerbacher, Jeff ;
Gaynor, Richard B. ;
Fritsch, Edward F. ;
Greshock, Joel ;
Oslund, Rob C. ;
Barthelme, Dominik ;
Addona, Terri A. ;
Arleta, Christina M. ;
Rooney, Michael S. .
IMMUNITY, 2019, 51 (04) :766-+
[2]   Mass Spectrometry Profiling of HLA-Associated Peptidomes in Mono-allelic Cells Enables More Accurate Epitope Prediction [J].
Abelin, Jennifer G. ;
Keskin, Derin B. ;
Sarkizova, Siranush ;
Hartigan, Christina R. ;
Zhang, Wandi ;
Sidney, John ;
Stevens, Jonathan ;
Lane, William ;
Zhang, Guang Lan ;
Eisenhaure, Thomas M. ;
Clauser, Karl R. ;
Hacohen, Nir ;
Rooney, Michael S. ;
Carr, Steven A. ;
Wu, Catherine J. .
IMMUNITY, 2017, 46 (02) :315-326
[3]   Reduced-representation Phosphosignatures Measured by Quantitative Targeted MS Capture Cellular States and Enable Large-scale Comparison of Drug-induced Phenotypes [J].
Abelin, Jennifer G. ;
Patel, Jinal ;
Lu, Xiaodong ;
Feeney, Caitlin M. ;
Fagbami, Lola ;
Creech, Amanda L. ;
Hu, Roger ;
Lam, Daniel ;
Davison, Desiree ;
Pino, Lindsay ;
Qiao, Jana W. ;
Kuhn, Eric ;
Officer, Adam ;
Li, Jianxue ;
Abbatiello, Susan ;
Subramanian, Aravind ;
Sidman, Richard ;
Snyder, Evan ;
Carr, Steven A. ;
Jaffe, Jacob D. .
MOLECULAR & CELLULAR PROTEOMICS, 2016, 15 (05) :1622-1641
[4]   The Human Immunopeptidome Project, a Suggestion for yet another Postgenome Next Big Thing [J].
Admon, Arie ;
Bassani-Sternberg, Michal .
MOLECULAR & CELLULAR PROTEOMICS, 2011, 10 (10)
[5]   CTdatabase: a knowledge-base of high-throughput and curated data on cancer-testis antigens [J].
Almeida, Luiz Gonzaga ;
Sakabe, Noboru J. ;
deOliveira, Alice R. ;
Silva, Maria Cristina C. ;
Mundstein, Alex S. ;
Cohen, Tzeela ;
Chen, Yao-Tseng ;
Chua, Ramon ;
Gurung, Sita ;
Gnjatic, Sacha ;
Jungbluth, Achim A. ;
Caballero, Otavia L. ;
Bairoch, Amos ;
Kiesler, Eva ;
White, Sarah L. ;
Simpson, Andrew J. G. ;
Old, Lloyd J. ;
Camargo, Anamaria A. ;
Vasconcelos, Ana Tereza R. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D816-D819
[6]  
Bailey MH, 2018, CELL, V173, P371, DOI [10.1016/j.cell.2018.02.060, 10.1016/j.cell.2018.07.034]
[7]   Unsupervised HLA Peptidome Deconvolution Improves Ligand Prediction Accuracy and Predicts Cooperative Effects in Peptide-HLA Interactions [J].
Bassani-Sternberet, Michal ;
Gfellert, David .
JOURNAL OF IMMUNOLOGY, 2016, 197 (06) :2492-2499
[8]   Direct identification of clinically relevant neoepitopes presented on native human melanoma tissue by mass spectrometry [J].
Bassani-Sternberg, Michal ;
Braunlein, Eva ;
Klar, Richard ;
Engleitner, Thomas ;
Sinitcyn, Pavel ;
Audehm, Stefan ;
Straub, Melanie ;
Weber, Julia ;
Slotta-Huspenina, Julia ;
Specht, Katja ;
Martignoni, Marc E. ;
Werner, Angelika ;
Hein, Rudiger ;
Busch, Dirk H. ;
Peschel, Christian ;
Rad, Roland ;
Cox, Jurgen ;
Mann, Matthias ;
Krackhardt, Angela M. .
NATURE COMMUNICATIONS, 2016, 7
[9]   The oncogenic fusion protein DNAJB1-PRKACA can be specifically targeted by peptide-based immunotherapy in fibrolamellar hepatocellular carcinoma [J].
Bauer, Jens ;
Koehler, Natalie ;
Maringer, Yacine ;
Bucher, Philip ;
Bilich, Tatjana ;
Zwick, Melissa ;
Dicks, Severin ;
Nelde, Annika ;
Dubbelaar, Marissa ;
Scheid, Jonas ;
Wacker, Marcel ;
Heitmann, Jonas J. ;
Schroeder, Sarah ;
Rieth, Jonas ;
Denk, Monika ;
Richter, Marion ;
Klein, Reinhild ;
Bonzheim, Irina ;
Luibrand, Julia ;
Holzer, Ursula ;
Ebinger, Martin ;
Brecht, Ines B. ;
Bitzer, Michael ;
Boerries, Melanie ;
Feucht, Judith ;
Salih, Helmut R. ;
Rammensee, Hans-Georg ;
Hailfinger, Stephan ;
Walz, Juliane S. .
NATURE COMMUNICATIONS, 2022, 13 (01)
[10]  
Bouwmeester R., 2021, NAT METHODS, V18, P1363, DOI [10.1038/S41592-021-01301-5, DOI 10.1038/s41592-021-01301-5]