The establishment of immune infiltration based novel recurrence predicting nomogram in prostate cancer

被引:36
作者
Meng, Jialin [1 ,2 ,3 ]
Liu, Yi [1 ,2 ,3 ]
Guan, Shiyang [4 ]
Fan, Song [1 ,2 ,3 ]
Zhou, Jun [1 ,2 ,3 ]
Zhang, Meng [1 ,2 ,3 ]
Liang, Chaozhao [1 ,2 ,3 ]
机构
[1] Anhui Med Univ, Affiliated Hosp 1, Dept Urol, 218th Jixi Rd, Hefei, Anhui, Peoples R China
[2] Anhui Med Univ, Inst Urol, Hefei, Anhui, Peoples R China
[3] Anhui Med Univ, Anhui Prov Key Lab Genitourinary Dis, Hefei, Anhui, Peoples R China
[4] Anhui Med Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Hefei, Anhui, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
macrophages; nomogram; prognosis; prostate cancer; recurrence-free survival; tumor-infiltrating immune cells; TUMOR-ASSOCIATED MACROPHAGES; CD4(+) T-CELLS; MORTALITY; SURVIVAL; MARKERS; MEMORY; ASSOCIATION; POPULATION; OVERLAP; TRENDS;
D O I
10.1002/cam4.2433
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Prostate cancer (PCa), a severe health burden for males, accounts for the second frequent cancer and fifth tumor specific death cancer around the world. Several studies on tumor-infiltrating immune cells (TIICs) have shown inconsistent and controversial results to PCa. We downloaded a gene expression matrix and clinical information from TCGA, and CIBERSORT was used to identify the proportion of TIICs. Wilcoxon's Sign Rank Test evaluated different gene expression levels in PCa and normal tissues. Kaplan-Meier curves were used to evaluate the associations of TIICs and recurrence-free survival (RFS). Finally, based on the preset P-value of .05, the distribution of TIICs in 73 PCa tissues and 11 normal tissues was illustrated. Activated CD4(+) T cells and M0 macrophages account for a high proportion in PCa tissues, while neutrophils and monocytes were found at a high density in normal tissues. Further results showed that the density of plasma cells, Treg cells and resting mast cells were associated with advanced PCa. Additionally, M2 macrophages affected the RFS of PCa patients, and AR was also involved. In the current study, we first evaluated the immune infiltration among PCa and revealed that M2 macrophages could predict the prognosis of PCa patients. Meanwhile, based on the LASSO regression analysis, we established a novel nomogram to assess the recurrence risk of PCa based on immune cell proportions and clinical features.
引用
收藏
页码:5202 / 5213
页数:12
相关论文
共 48 条
[1]  
[Anonymous], 2018, SEMIN CANC BIOL
[2]   Activation of the PD-1/PD-L1 immune checkpoint confers tumor cell chemoresistance associated with increased metastasis [J].
Black, Madison ;
Barsoum, Ivraym B. ;
Truesdell, Peter ;
Cotechini, Tiziana ;
Macdonald-Goodfellow, Shannyn K. ;
Petroff, Margaret ;
Siemens, D. Robert ;
Koti, Madhuri ;
Craig, Andrew W. B. ;
Graham, Charles H. .
ONCOTARGET, 2016, 7 (09) :10557-10567
[3]   International Variation in Prostate Cancer Incidence and Mortality Rates [J].
Center, Melissa M. ;
Jemal, Ahmedin ;
Lortet-Tieulent, Joannie ;
Ward, Elizabeth ;
Ferlay, Jacques ;
Brawley, Otis ;
Bray, Freddie .
EUROPEAN UROLOGY, 2012, 61 (06) :1079-1092
[4]   Trastuzumab upregulates PD-L1 as a potential mechanism of trastuzumab resistance through engagement of immune effector cells and stimulation of IFNγ secretion [J].
Chaganty, Bharat K. R. ;
Qiu, Songbo ;
Gest, Anneliese ;
Lu, Yang ;
Ivan, Cristina ;
Calin, George A. ;
Weiner, Louis M. ;
Fan, Zhen .
CANCER LETTERS, 2018, 430 :47-56
[5]   Cancer survival in Europe 1999-2007 by country and age: results of EUROCARE-5-a population-based study [J].
De Angelis, Roberta ;
Sant, Milena ;
Coleman, Michel P. ;
Francisci, Silvia ;
Baili, Paolo ;
Pierannunzio, Daniela ;
Trama, Annalisa ;
Visser, Otto ;
Brenner, Hermann ;
Ardanaz, Eva ;
Bielska-Lasota, Magdalena ;
Engholm, Gerda ;
Nennecke, Alice ;
Siesling, Sabine ;
Berrino, Franco ;
Capocaccia, Riccardo .
LANCET ONCOLOGY, 2014, 15 (01) :23-34
[6]   Impact of curative radiotherapy on the immune status of patients with localized prostate cancer [J].
Eckert, Franziska ;
Schaedle, Philipp ;
Zips, Daniel ;
Schmid-Horch, Barbara ;
Rammensee, Hans-Georg ;
Gani, Cihan ;
Gouttefangeas, Cecile .
ONCOIMMUNOLOGY, 2018, 7 (11)
[7]   M2 macrophages and regulatory T cells in lethal prostate cancer [J].
Erlandsson, Ann ;
Carlsson, Jessica ;
Lundholm, Marie ;
Falt, Anna ;
Andersson, Sven-Olof ;
Andren, Ove ;
Davidsson, Sabina .
PROSTATE, 2019, 79 (04) :363-369
[8]   Infiltrating Macrophages Promote Prostate Tumorigenesis via Modulating Androgen Receptor-Mediated CCL4-STAT3 Signaling [J].
Fang, Lei-Ya ;
Izumi, Kouji ;
Lai, Kuo-Pao ;
Liang, Liang ;
Li, Lei ;
Miyamoto, Hiroshi ;
Lin, Wen-Jye ;
Chang, Chawnshang .
CANCER RESEARCH, 2013, 73 (18) :5633-5646
[9]   Cutting edge:: Size and diversity of CD4+ CD25high Foxp3+ regulatory T cell repertoire in humans:: evidence for similarities and partial overlapping with CD4+ CD25-T cells [J].
Fazilleau, Nicolas ;
Bachelez, Herve ;
Gougeon, Marie Lise ;
Viguier, Manuelle .
JOURNAL OF IMMUNOLOGY, 2007, 179 (06) :3412-3416
[10]   Cancer incidence and mortality patterns in Europe: Estimates for 40 countries and 25 major cancers in 2018 [J].
Ferlay, J. ;
Colombet, M. ;
Soerjomataram, I. ;
Dyba, T. ;
Randi, G. ;
Bettio, M. ;
Gavin, A. ;
Visser, O. ;
Bray, F. .
EUROPEAN JOURNAL OF CANCER, 2018, 103 :356-387