Epigenomic-Guided Mass Cytometry Profiling Reveals Disease-Specific Features of Exhausted CD8 T Cells

被引:218
作者
Bengsch, Bertram [1 ,2 ,4 ,10 ,11 ]
Ohtani, Takuya [2 ]
Khan, Omar [1 ,2 ,4 ]
Setty, Manu [12 ]
Manne, Sasikanth [1 ,2 ]
O'Brien, Shaun [3 ]
Gherardini, Pier Federico [9 ]
Herati, Ramin Sedaghat [2 ,3 ]
Huang, Alexander C. [2 ,3 ,4 ]
Chang, Kyong-Mi [3 ,5 ]
Newell, Evan W. [8 ]
Bovenschen, Niels [6 ,7 ]
Pe'er, Dana [12 ]
Albelda, Steven M. [3 ]
Wherry, E. John [1 ,2 ,4 ]
机构
[1] Univ Penn, Dept Microbiol, Perelman Sch Med, Philadelphia, PA 19104 USA
[2] Univ Penn, Inst Immunol, Perelman Sch Med, Philadelphia, PA 19104 USA
[3] Univ Penn, Dept Med, Perelman Sch Med, Philadelphia, PA 19104 USA
[4] Univ Penn, Parker Inst Canc Immunotherapy, Perelman Sch Med, Philadelphia, PA 19104 USA
[5] Corporal Michael J Crescenz Dept Vet Affairs Med, Philadelphia, PA USA
[6] Univ Med Ctr Utrecht, Dept Pathol, Utrecht, Netherlands
[7] Univ Med Ctr Utrecht, Lab Translat Immunol, Utrecht, Netherlands
[8] Agency Sci Technol & Res, Singapore Immunol Network, Singapore, Singapore
[9] Parker Inst Canc Immunotherapy, San Francisco, CA USA
[10] Univ Med Ctr Freiburg, Dept Med Gastroenterol Hepatol Endocrinol & Infec, Freiburg, Germany
[11] BIOSS Ctr Biol Signaling Studies, Freiburg, Germany
[12] Sloan Kettering Inst, Program Computat & Syst Biol, New York, NY USA
关键词
PERSISTENCE; PROGENITOR; STABILITY; MELANOMA;
D O I
10.1016/j.immuni.2018.04.026
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Exhausted CD8 T (Tex) cells are immunotherapy targets in chronic infection and cancer, but a comprehensive assessment of Tex cell diversity in human disease is lacking. Here, we developed a transcriptomic- and epigenetic-guided mass cytometry approach to define core exhaustion-specific genes and disease-induced changes in Tex cells in HIV and human cancer. Single-cell proteomic profiling identified 9 distinct Tex cell clusters using phenotypic, functional, transcription factor, and inhibitory receptor co-expression patterns. An exhaustion severity metric was developed and integrated with high-dimensional phenotypes to define Tex cell clusters that were present in healthy subjects, common across chronic infection and cancer or enriched in either disease, linked to disease severity, and changed with HIV therapy. Combinatorial patterns of immunotherapy targets on different Tex cell clusters were also defined. This approach and associated datasets present a resource for investigating human Tex cell biology, with implications for immune monitoring and immunomodulation in chronic infections, autoimmunity, and cancer.
引用
收藏
页码:1029 / +
页数:22
相关论文
共 35 条
  • [1] Progressive Loss of Memory T Cell Potential and Commitment to Exhaustion during Chronic Viral Infection
    Angelosanto, Jill M.
    Blackburn, Shawn D.
    Crawford, Alison
    Wherry, E. John
    [J]. JOURNAL OF VIROLOGY, 2012, 86 (15) : 8161 - 8170
  • [2] Exhaustion of tumor-specific CD8+ T cells in metastases from melanoma patients
    Baitsch, Lukas
    Baumgaertner, Petra
    Devevre, Estelle
    Raghav, Sunil K.
    Legat, Amandine
    Barba, Leticia
    Wieckowski, Sebastien
    Bouzourene, Hanifa
    Deplancke, Bart
    Romero, Pedro
    Rufer, Nathalie
    Speiser, Daniel E.
    [J]. JOURNAL OF CLINICAL INVESTIGATION, 2011, 121 (06) : 2350 - 2360
  • [3] Deep immune profiling by mass cytometry links human T and NK cell differentiation and cytotoxic molecule expression patterns
    Bengsch, Bertram
    Ohtani, Takuya
    Herati, Ramin Sedaghat
    Bovenschen, Niels
    Chang, Kyong-Mi
    Wherry, E. John
    [J]. JOURNAL OF IMMUNOLOGICAL METHODS, 2018, 453 : 3 - 10
  • [4] Coexpression of PD-1, 2B4, CD160 and KLRG1 on Exhausted HCV-Specific CD8+T Cells Is Linked to Antigen Recognition and T Cell Differentiation
    Bengsch, Bertram
    Seigel, Bianca
    Ruhl, Marianne
    Timm, Joerg
    Kuntz, Martin
    Blum, Hubert E.
    Pircher, Hanspeter
    Thimme, Robert
    [J]. PLOS PATHOGENS, 2010, 6 (06)
  • [5] HIV nonprogressors preferentially maintain highly functional HIV-specific CD8+ T cells
    Betts, Michael R.
    Nason, Martha C.
    West, Sadie M.
    De Rosa, Stephen C.
    Migueles, Stephen A.
    Abraham, Jonathan
    Lederman, Michael M.
    Benito, Jose M.
    Goepfert, Paul A.
    Connors, Mark
    Roederer, Mario
    Koup, Richard A.
    [J]. BLOOD, 2006, 107 (12) : 4781 - 4789
  • [6] Selective expansion of a subset of exhausted CD8 T cells by αPD-L1 blockade
    Blackburn, Shawn D.
    Shin, Haina
    Freeman, Gordon J.
    Wherry, E. John
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (39) : 15016 - 15021
  • [7] Targeting T Cell Co-receptors for Cancer Therapy
    Callahan, Margaret K.
    Postow, Michael A.
    Wolchok, Jedd D.
    [J]. IMMUNITY, 2016, 44 (05) : 1069 - 1078
  • [8] Cytofkit: A Bioconductor Package for an Integrated Mass Cytometry Data Analysis Pipeline
    Chen, Hao
    Lau, Mai Chan
    Wong, Michael Thomas
    Newell, Evan W.
    Poidinger, Michael
    Chen, Jinmiao
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2016, 12 (09)
  • [9] A Role for the Chemokine RANTES in Regulating CD8 T Cell Responses during Chronic Viral Infection
    Crawford, Alison
    Angelosanto, Jill Marie
    Nadwodny, Kim Lynn
    Blackburn, Shawn D.
    Wherry, E. John
    [J]. PLOS PATHOGENS, 2011, 7 (07)
  • [10] Network Analysis Reveals Centrally Connected Genes and Pathways Involved in CD8+ T Cell Exhaustion versus Memory
    Doering, Travis A.
    Crawford, Alison
    Angelosanto, Jill M.
    Paley, Michael A.
    Ziegler, Carly G.
    Wherry, E. John
    [J]. IMMUNITY, 2012, 37 (06) : 1130 - 1144