ImmunoScore Signature A Prognostic and Predictive Tool in Gastric Cancer

被引:338
|
作者
Jiang, Yuming [1 ]
Zhang, Qi [2 ,3 ]
Hu, Yanfeng [1 ]
Li, Tuanjie [1 ,2 ]
Yu, Jiang [1 ]
Zhao, Liying [1 ]
Ye, Gengtai [1 ]
Deng, Haijun [1 ]
Mou, Tingyu [1 ]
Cai, Shirong [4 ]
Zhou, Zhiwei [5 ,6 ]
Liu, Hao [1 ]
Chen, Guihua [2 ,7 ]
Li, Guoxin [1 ]
Qi, Xiaolong [1 ]
机构
[1] Southern Med Univ, Nanfang Hosp, Dept Gen Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
[2] Guangdong Prov Key Lab Liver Dis Res, Guangzhou, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 3, Cell Gene Therapy Translat Med Res Ctr, Guangzhou, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Gastrointestinal Surg, Guangzhou, Guangdong, Peoples R China
[5] Sun Yat Sen Univ, Canc Ctr, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
[6] Sun Yat Sen Univ, Canc Ctr, Dept Gastr & Pancreat Surg, Guangzhou, Guangdong, Peoples R China
[7] Sun Yat Sen Univ, Affiliated Hosp 3, Dept Hepat Surg, Guangzhou, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
adjuvant chemotherapy; gastric cancer; ImmunoScore; prognosis; ADJUVANT CAPECITABINE; IMMUNE CONTEXTURE; OPEN-LABEL; CHEMOTHERAPY; DENSITY; TUMORS; OXALIPLATIN; SELECTION; GENETICS; THERAPY;
D O I
10.1097/SLA.0000000000002116
中图分类号
R61 [外科手术学];
学科分类号
摘要
Objective: We postulated that the ImmunoScore (IS) could markedly improve the prediction of postsurgical survival and chemotherapeutic benefits in gastric cancer (GC). Summary Background Data: A prediction model for GC patients was developed using data from 879 consecutive patients. Methods: The expression of 27 immune features was detected in 251 specimens by using immunohistochemistry, and a 5-feature-based ISGC was then constructed using the LASSO Cox regression model. Testing and validation cohorts were included to validate the model. Results: Using the LASSO model, we established an ISGC classifier based on 5 features: CD3(invasive margin) (IM), CD3(center) (of tumor) (CT), CD8(IM), CD45RO(CT), and CD66b(IM). Significant differences were found between the high-ISGC and low-ISGC patients in the training cohort in 5-year disease-free survival (45.0% vs. 4.4%, respectively; P < 0.001) and 5-year overall survival (48.8% vs. 6.7%, respectively; P < 0.001). Multivariate analysis revealed that the ISGC classifier was an independent prognostic factor. A combination of ISGC and tumor, node, and metastasis (TNM) had better prognostic value than TNM stage alone. Further analysis revealed that stage II and III GC patients with high-ISGC exhibited a favorable response to adjuvant chemotherapy. Finally, we constructed 2 nomograms to predict which patients with stages II and III GC might benefit from adjuvant chemotherapy after surgery. Conclusions: The ISGC classifier could effectively predict recurrence and survival of GC, and complemented the prognostic value of the TNM staging system. Moreover, the ISGC might be a useful predictive tool to identify stage II and III GC patients who would benefit from adjuvant chemotherapy.
引用
收藏
页码:504 / 513
页数:10
相关论文
共 50 条
  • [1] Prognostic and predictive value of immunoscore signature in gastric cancer.
    Qi, Xiaolong
    Jiang, Yuming
    Zhang, Qi
    Hu, Yanfeng
    Li, Tuanjie
    Yu, Jiang
    Zhao, Liying
    Ye, Gengtai
    Deng, Haijun
    Mou, Tingyu
    Liu, Hao
    Cai, Shirong
    Zhou, Zhiwei
    Chen, Guihua
    Li, Guoxin
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2017, 35
  • [2] Prognostic and Predictive Value of an Immunoscore Signature in Glioblastoma Multiform
    Tang, Xiangjun
    Xu, Pengfei
    Chen, Ann
    Deng, Gang
    Zhang, Shenqi
    Gao, Lun
    Dai, Longjun
    Chen, Qianxue
    [J]. FRONTIERS IN GENETICS, 2020, 11
  • [3] Prognostic and predictive value of a pathomics signature in gastric cancer
    Dexin Chen
    Meiting Fu
    Liangjie Chi
    Liyan Lin
    Jiaxin Cheng
    Weisong Xue
    Chenyan Long
    Wei Jiang
    Xiaoyu Dong
    Jian Sui
    Dajia Lin
    Jianping Lu
    Shuangmu Zhuo
    Side Liu
    Guoxin Li
    Gang Chen
    Jun Yan
    [J]. Nature Communications, 13
  • [4] Prognostic and predictive value of a pathomics signature in gastric cancer
    Chen, Dexin
    Fu, Meiting
    Chi, Liangjie
    Lin, Liyan
    Cheng, Jiaxin
    Xue, Weisong
    Long, Chenyan
    Jiang, Wei
    Dong, Xiaoyu
    Sui, Jian
    Lin, Dajia
    Lu, Jianping
    Zhuo, Shuangmu
    Liu, Side
    Li, Guoxin
    Chen, Gang
    Yan, Jun
    [J]. NATURE COMMUNICATIONS, 2022, 13 (01)
  • [5] GeneExpressScore Signature: a robust prognostic and predictive classifier in gastric cancer
    Zhu, Xiaoqiang
    Tian, Xianglong
    Sun, Tiantian
    Yu, Chenyang
    Cao, Yingying
    Yan, Tingting
    Shen, Chaoqin
    Lin, Yanwei
    Fang, Jing-Yuan
    Hong, Jie
    Chen, Haoyan
    [J]. MOLECULAR ONCOLOGY, 2018, 12 (11) : 1871 - 1883
  • [6] Development of a prognostic and predictive 32 gene signature for gastric cancer
    Park, Sunho
    Cheong, Jae-Ho
    Wang, Sam C.
    Hong, ChangJin
    Porembka, Matthew
    Hwang, Tae Hyun
    [J]. CANCER RESEARCH, 2020, 80 (16)
  • [7] Prognostic and Predictive Values of the Immunoscore in Patients with Rectal Cancer
    Anitei, Maria-Gabriela
    Zeitoun, Guy
    Mlecnik, Bernhard
    Marliot, Florence
    Haicheur, Nacilla
    Todosi, Ana-Maria
    Kirilovsky, Amos
    Lagorce, Christine
    Bindea, Gabriela
    Ferariu, Dan
    Danciu, Mihai
    Bruneval, Patrick
    Scripcariu, Viorel
    Chevallier, Jean-Marc
    Zinzindohoue, Franck
    Berger, Anne
    Galon, Jerome
    Pages, Franck
    [J]. CLINICAL CANCER RESEARCH, 2014, 20 (07) : 1891 - 1899
  • [8] Gene expression profiles for a prognostic immunoscore in gastric cancer
    Zeng, D.
    Zhou, R.
    Yu, Y.
    Luo, Y.
    Zhang, J.
    Sun, H.
    Bin, J.
    Liao, Y.
    Rao, J.
    Zhang, Y.
    Liao, W.
    [J]. BRITISH JOURNAL OF SURGERY, 2018, 105 (10) : 1338 - 1347
  • [9] Comment on: Gene expression profiles for a prognostic immunoscore in gastric cancer
    Zhao, Z.
    Wang, Y.
    [J]. BRITISH JOURNAL OF SURGERY, 2019, 106 (10) : 1416 - 1416
  • [10] Development and validation of a prognostic and predictive 32-gene signature for gastric cancer
    Jae-Ho Cheong
    Sam C. Wang
    Sunho Park
    Matthew R. Porembka
    Alana L. Christie
    Hyunki Kim
    Hyo Song Kim
    Hong Zhu
    Woo Jin Hyung
    Sung Hoon Noh
    Bo Hu
    Changjin Hong
    John D. Karalis
    In-Ho Kim
    Sung Hak Lee
    Tae Hyun Hwang
    [J]. Nature Communications, 13