Characteristics of Infiltrating Immune Cells and a Predictive Immune Model for Cervical Cancer

被引:15
作者
Zou, Ruanmin [1 ,2 ,3 ,4 ]
Gu, Ruihong [3 ]
Yu, Xia [5 ]
Hu, Yingying [1 ,2 ]
Yu, Junhui [1 ,2 ]
Xue, Xiangyang [1 ,2 ,3 ]
Zhu, Xueqiong [1 ,2 ]
机构
[1] Wenzhou Med Univ, Dept Obstet & Gynecol, Affiliated Hosp 2, 109 Xueyuan Xi Rd, Wenzhou 325027, Peoples R China
[2] Wenzhou Med Univ, Yuying Childrens Hosp, 109 Xueyuan Xi Rd, Wenzhou 325027, Peoples R China
[3] Wenzhou Med Univ, Dept Microbiol & Immunol, Inst Mol Virol & Immunol, Inst Trop Med,Coll Basic Med, Wenzhou, Peoples R China
[4] Wenzhou Med Univ, Affiliated Hosp 1, Dept Obstet & Gynecol, Wenzhou, Peoples R China
[5] Wenzhou Med Univ, Affiliated Hosp 1, Dept Pathol, Wenzhou, Peoples R China
来源
JOURNAL OF CANCER | 2021年 / 12卷 / 12期
关键词
cervical cancer; immune cells; prognosis; chemoradiotherapy; T-LYMPHOCYTES; CLINICAL-SIGNIFICANCE; TUMOR; EXPRESSION; MACROPHAGES; PROGNOSIS; SURVIVAL; EVASION; RELAPSE; HEAD;
D O I
10.7150/jca.55970
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The role of infiltrating immune cells within the tumor microenvironment has received considerable attention, but their function in cervical cancer remains to be elucidated; thus, comprehensive evaluation of their predictive value is needed. Using cervical cancer samples from 406 patients, immune cell infiltration was evaluated via immunohistochemistry. CD3+, CD4+, CD8+, CD20+, CD57+, CD68+, and CD163+ cell infiltration was compared in samples from adjacent tissues and the tumor center. The associations between immune cell distributions in the tumor center, clinicopathological features, and prognosis were correlated among immune cell types. Using three immune features, an immune model was constructed based on a Cox regression analysis with the least absolute shrinkage and selection operator (lasso) penalty to derive immune risk scores. Immune cells that infiltrated the tumor center correlated with clinicopathological characteristics and prognosis. The immune risk scores were an independent prognostic indicator and were found to predict cervical cancer prognosis as well as the effects of chemoradiotherapy. We classified patients into either high- or low-risk subgroups (namely CD4+highCD163+highCD57+low and CD4+lowCD163+lowCD57+high, respectively) based on their immune scores. Significant differences were found in the 3-year overall survival of patients with high- and low-risk scores (83.0% vs. 96.6%; P < 0.001). High immune risk scores resulted in decreased overall survival for patients in stages IB1+IIA1, IB2+IIA2, and IIB-IV (P = 0.001, P = 0.008, and P = 0.044, respectively). Overall survival was significantly worse following chemoradiotherapy in high-scoring patients in stages IB1+IIA1 and IB2+IIA2 (P = 0.001 and P=0.008, respectively). Moreover, overall survival was significantly worse after radiotherapy or chemotherapy in high-scoring patients in stage IB1+IIA1 (P = 0.03). Our work reveals that the distribution of infiltrating immune cells affects their function in cervical cancer. Our tumor center-centric immune model effectively predicted survival, suggesting its potential use in identifying suitable candidates for chemoradiotherapy.
引用
收藏
页码:3501 / 3514
页数:14
相关论文
共 52 条
  • [41] Mixed-polarization phenotype of ascites-associated macrophages in human ovarian carcinoma: Correlation of CD163 expression, cytokine levels and early relapse
    Reinartz, Silke
    Schumann, Tim
    Finkernagel, Florian
    Wortmann, Annika
    Jansen, Julia M.
    Meissner, Wolfgang
    Krause, Michael
    Schwoerer, Anne-Marie
    Wagner, Uwe
    Mueller-Bruesselbach, Sabine
    Mueller, Rolf
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2014, 134 (01) : 32 - 42
  • [42] Differential macrophage programming in the tumor microenvironment
    Ruffell, Brian
    Affara, Nesrine I.
    Coussens, Lisa M.
    [J]. TRENDS IN IMMUNOLOGY, 2012, 33 (03) : 119 - 126
  • [43] Gene Expression-Based Model Using Formalin-Fixed Paraffin-Embedded Biopsies Predicts Overall Survival in Advanced-Stage Classical Hodgkin Lymphoma
    Scott, David W.
    Chan, Fong Chun
    Hong, Fangxin
    Rogic, Sanja
    Tan, King L.
    Meissner, Barbara
    Ben-Neriah, Susana
    Boyle, Merrill
    Kridel, Robert
    Telenius, Adele
    Woolcock, Bruce W.
    Farinha, Pedro
    Fisher, Richard I.
    Rimsza, Lisa M.
    Bartlett, Nancy L.
    Cheson, Bruce D.
    Shepherd, Lois E.
    Advani, Ranjana H.
    Connors, Joseph M.
    Kahl, Brad S.
    Gordon, Leo I.
    Horning, Sandra J.
    Steidl, Christian
    Gascoyne, Randy D.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (06) : 692 - 700
  • [44] An Immunosurveillance Mechanism Controls Cancer Cell Ploidy
    Senovilla, Laura
    Vitale, Ilio
    Martins, Isabelle
    Tailler, Maximilien
    Pailleret, Claire
    Michaud, Mickael
    Galluzzi, Lorenzo
    Adjemian, Sandy
    Kepp, Oliver
    Niso-Santano, Mireia
    Shen, Shensi
    Marino, Guillermo
    Criollo, Alfredo
    Boileve, Alice
    Job, Bastien
    Ladoire, Sylvain
    Ghiringhelli, Francois
    Sistigu, Antonella
    Yamazaki, Takahiro
    Rello-Varona, Santiago
    Locher, Clara
    Poirier-Colame, Vichnou
    Talbot, Monique
    Valent, Alexander
    Berardinelli, Francesco
    Antoccia, Antonio
    Ciccosanti, Fabiola
    Fimia, Gian Maria
    Piacentini, Mauro
    Fueyo, Antonio
    Messina, Nicole L.
    Li, Ming
    Chan, Christopher J.
    Sigl, Verena
    Pourcher, Guillaume
    Ruckenstuhl, Christoph
    Carmona-Gutierrez, Didac
    Lazar, Vladimir
    Penninger, Josef M.
    Madeo, Frank
    Lopez-Otin, Carlos
    Smyth, Mark J.
    Zitvogel, Laurence
    Castedo, Maria
    Kroemer, Guido
    [J]. SCIENCE, 2012, 337 (6102) : 1678 - 1684
  • [45] Shibuya TY, 2002, CLIN CANCER RES, V8, P745
  • [46] Tumor microenvironment and breast cancer survival: combined effects of breast fat, M2 macrophages and hyaluronan create a dismal prognosis
    Tiainen, Satu
    Masarwah, Amro
    Oikari, Sanna
    Rilla, Kirsi
    Hamalainen, Kirsi
    Sudah, Mazen
    Sutela, Anna
    Vanninen, Ritva
    Ikonen, Juho
    Tammi, Raija
    Tammi, Markku
    Auvinen, Paivi
    [J]. BREAST CANCER RESEARCH AND TREATMENT, 2020, 179 (03) : 565 - 575
  • [47] Tibshirani R, 1997, STAT MED, V16, P385, DOI 10.1002/(SICI)1097-0258(19970228)16:4<385::AID-SIM380>3.0.CO
  • [48] 2-3
  • [49] Immune evasion in human papillomavirus-associated cervical cancer
    Tindle, RW
    [J]. NATURE REVIEWS CANCER, 2002, 2 (01) : 59 - 65
  • [50] Interaction of B7-H1 on Intrahepatic Cholangiocarcinoma Cells With PD-1 on Tumor-Infiltrating T Cells as a Mechanism of Immune Evasion
    Ye, Yufu
    Zhou, Lin
    Xie, Xiaojun
    Jiang, Guoping
    Xie, Haiyang
    Zheng, Shusen
    [J]. JOURNAL OF SURGICAL ONCOLOGY, 2009, 100 (06) : 500 - 504