Prognostic implications of tumour-infiltrating lymphocytes for recurrence in epithelial ovarian cancer

被引:3
作者
Wu, Yuan [1 ,2 ]
Gao, Yue [1 ,2 ]
Chen, Lingxi [3 ]
Jin, Xin [1 ,2 ]
Chen, Pingbo [1 ,2 ]
Mo, Qingqing [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Canc Biol Res Ctr,Key Lab,Minist Educ, Wuhan, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Gynecol & Obstet, Wuhan, Peoples R China
[3] City Univ Hong Kong, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
epithelial ovarian cancer; microRNA; M1; macrophage; plasma cells; recurrence risk; tumour-infiltrating lymphocytes; MICRORNA FUNCTION; T-CELLS; MACROPHAGES; RESISTANCE;
D O I
10.1111/cei.13639
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
The recurrence of patients with epithelial ovarian cancer (EOC) is largely attributed to tumour cells escaping from the surveillance of immune cells. However, to date there is a lack of studies that have systematically evaluated the associations between the infiltration fraction of immune cells and the recurrence risk of EOC. Based on the micro-ribonucleic acid (microRNA) expression profiles of 441 EOC patients, we constructed a microRNA-based panel with recurrence prediction potential using non-negative matrix factorization consensus clustering. Then, we evaluated the association between recurrence risk and infiltration proportions among 10 immune cell types by CIBERSORT and a multivariable Cox regression model. As a result, we identified a 72-microRNA-based panel that could stratify patients into high and low risk of recurrence. The infiltration of plasma cells and M1 macrophages was consistently significantly associated with the risk of recurrence in patients with EOC. Plasma cells were significantly associated with a decreased risk of relapse [hazard ratio (HR) = 0.58, p = 0.006), while M1 macrophages were associated with an increased risk of relapse (HR = 1.59, p = 0.003). Therefore, the 72-microRNA-based panel, M1 macrophages and plasma cells may hold potential to serve as recurrence predictors of EOC patients in clinical practice.
引用
收藏
页码:36 / 46
页数:11
相关论文
共 46 条
[1]   Patterns of Immune Infiltration in Breast Cancer and Their Clinical Implications: A Gene-Expression-Based Retrospective Study [J].
Ali, H. Raza ;
Chlon, Leon ;
Pharoah, Paul D. P. ;
Markowetz, Florian ;
Caldas, Carlos .
PLOS MEDICINE, 2016, 13 (12)
[2]   Studying platinum sensitivity and resistance in high-grade serous ovarian cancer: Different models for different questions [J].
Alkema, Nicolette G. ;
Wisman, G. Bea A. ;
van der Zee, Ate G. J. ;
van Vugt, Marcel A. T. M. ;
de Jong, Steven .
DRUG RESISTANCE UPDATES, 2016, 24 :55-69
[3]   Development and validation of a microRNA-based signature (MiROvaR) to predict early relapse or progression of epithelial ovarian cancer: a cohort study [J].
Bagnoli, Marina ;
Canevari, Silvana ;
Califano, Daniela ;
Losito, Simona ;
Di Maio, Massimo ;
Raspagliesi, Francesco ;
Carcangiu, Maria Luisa ;
Toffoli, Giuseppe ;
Cecchin, Erika ;
Sorio, Roberto ;
Canzonieri, Vincenzo ;
Russo, Daniela ;
Scognamiglio, Giosue ;
Chiappetta, Gennaro ;
Baldassarre, Gustavo ;
Lorusso, Domenica ;
Scambia, Giovanni ;
Zannoni, Gian Franco ;
Savarese, Antonella ;
Carosi, Mariantonia ;
Scollo, Paolo ;
Breda, Enrico ;
Murgia, Viviana ;
Perrone, Francesco ;
Pignata, Sandro ;
De Cecco, Loris ;
Mezzanzanica, Delia .
LANCET ONCOLOGY, 2016, 17 (08) :1137-1146
[4]   Relevance of Tumor-Infiltrating Immune Cell Composition and Functionality for Disease Outcome in Breast Cancer [J].
Bense, Rico D. ;
Sotiriou, Christos ;
Piccart-Gebhart, Martine J. ;
Haanen, John B. A. G. ;
van Vugt, Marcel A. T. M. ;
de Vries, Elisabeth G. E. ;
Schroeder, Carolien P. ;
Fehrmann, Rudolf S. N. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2017, 109 (01)
[5]   Early disease progression and treatment discontinuation in patients with advanced ovarian cancer receiving immune checkpoint blockade [J].
Boland, Julia L. ;
Zhou, Qin ;
Martin, Madhuri ;
Callahan, Margaret K. ;
Konner, Jason ;
O'Cearbhaill, Roisin E. ;
Friedman, Claire F. ;
Tew, William ;
Makker, Vicky ;
Grisham, Rachel N. ;
Hensley, Martee L. ;
Zecca, Nicholas ;
Iasonos, Alexia E. ;
Snyder, Alexandra ;
Hyman, David M. ;
Sabbatini, Paul ;
Aghajanian, Carol ;
Cadoo, Karen A. ;
Zamarin, Dmitriy .
GYNECOLOGIC ONCOLOGY, 2019, 152 (02) :251-258
[6]   A network-biology perspective of microRNA function and dysfunction in cancer [J].
Bracken, Cameron P. ;
Scott, Hamish S. ;
Goodall, Gregory J. .
NATURE REVIEWS GENETICS, 2016, 17 (12) :719-732
[7]   Detection of M2-Macrophages in Uveal Melanoma and Relation with Survival [J].
Bronkhorst, Inge H. G. ;
Ly, Long V. ;
Jordanova, Ekaterina S. ;
Vrolijk, Johannes ;
Versluis, Mieke ;
Luyten, Gregorius P. M. ;
Jager, Martine J. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2011, 52 (02) :643-650
[8]  
Brunet J-P., 2003, P NATL ACAD SCI USA, V12
[9]   Pro-inflammatory M1 macrophage enhances metastatic potential of ovarian cancer cells through NF-B activation [J].
Cho, Untack ;
Kim, Boyun ;
Kim, Soochi ;
Han, Youngjin ;
Song, Yong Sang .
MOLECULAR CARCINOGENESIS, 2018, 57 (02) :235-242
[10]   Acquired chemotherapy resistance in ovarian cancer [J].
Christie, E. L. ;
Bowtell, D. D. L. .
ANNALS OF ONCOLOGY, 2017, 28 :13-15