Single-cell profiling of breast cancer T cells reveals a tissue-resident memory subset associated with improved prognosis

被引:864
作者
Savas, Peter [1 ,2 ]
Virassamy, Balaji [1 ]
Ye, Chengzhong [3 ,4 ,5 ]
Salim, Agus [3 ,6 ]
Mintoff, Christopher P. [1 ]
Caramia, Franco [1 ]
Salgado, Roberto [1 ,7 ]
Byrne, David J. [8 ]
Teo, Zhi L. [1 ,2 ]
Dushyanthen, Sathana [1 ]
Byrne, Ann [1 ]
Wein, Lironne [1 ]
Luen, Stephen J. [1 ]
Poliness, Catherine [9 ]
Nightingale, Sophie S. [9 ]
Skandarajah, Anita S. [9 ,10 ,11 ]
Gyorki, David E. [9 ]
Thornton, Chantel M. [9 ]
Beavis, Paul A. [1 ,2 ]
Fox, Stephen B. [2 ,8 ]
Cuningham, Kathleen
Darcy, Phillip K. [1 ,2 ]
Speed, Terence P. [3 ,12 ]
Mackay, Laura K. [13 ]
Neeson, Paul J. [1 ,2 ]
Loi, Sherene [1 ,2 ]
机构
[1] Univ Melbourne, Div Res, Peter MacCallum Canc Ctr, Melbourne, Vic, Australia
[2] Univ Melbourne, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, Australia
[3] Walter & Eliza Hall Inst Med Res, Bioinformat Div, Melbourne, Vic, Australia
[4] Univ Melbourne, Dept Med Biol, Melbourne, Vic, Australia
[5] Tsinghua Univ, Sch Med, Beijing, Peoples R China
[6] La Trobe Univ, Dept Math & Stat, Melbourne, Vic, Australia
[7] GZA Ziekenhuizen, Dept Pathol, Antwerp, Belgium
[8] Peter MacCallum Canc Ctr, Dept Pathol, Melbourne, Vic, Australia
[9] Peter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
[10] Royal Melbourne Hosp, Dept Surg, Melbourne, Vic, Australia
[11] Royal Womens Hosp, Melbourne, Vic, Australia
[12] Univ Melbourne, Dept Math & Stat, Melbourne, Vic, Australia
[13] Univ Melbourne, Peter Doherty Inst Infect & Immun, Dept Microbiol & Immunol, Melbourne, Vic, Australia
基金
英国医学研究理事会; 澳大利亚国家健康与医学研究理事会;
关键词
TUMOR-INFILTRATING LYMPHOCYTES; DIFFERENTIAL EXPRESSION ANALYSIS; TRASTUZUMAB; RESPONSES; SURVIVAL; FEATURES; IMMUNITY; STAGE;
D O I
10.1038/s41591-018-0078-7
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
The quantity of tumor-infiltrating lymphocytes (TILs) in breast cancer (BC) is a robust prognostic factor for improved patient survival, particularly in triple-negative and HER2-overexpressing BC subtypes(1). Although T cells are the predominant TIL population(2), the relationship between quantitative and qualitative differences in T cell subpopulations and patient prognosis remains unknown. We performed single-cell RNA sequencing (scRNA-seq) of 6,311 T cells isolated from human BCs and show that significant heterogeneity exists in the infiltrating T cell population. We demonstrate that BCs with a high number of TiLs contained CD8(+) T cells with features of tissue-resident memory T (T-RM) cell differentiation and that these CD8(+) T-RM cells expressed high levels of immune checkpoint molecules and effector proteins. A CD8(+) T-RM gene signature developed from the scRNA-seq data was significantly associated with improved patient survival in early-stage triple-negative breast cancer (TNBC) and provided better prognostication than CD8 expression alone. Our data suggest that CD8(+) T-RM cells contribute to BC immuno-surveillance and are the key targets of modulation by immune checkpoint inhibition. Further understanding of the development, maintenance and regulation of T-RM cells will be crucial for successful immunotherapeutic development in BC.
引用
收藏
页码:986 / 993
页数:8
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