ImmunoScore Signature

医学 内科学 肿瘤科 多元分析 辅助化疗 阶段(地层学) 列线图 比例危险模型 癌症 乳腺癌 生物 古生物学
作者
Yuming Jiang,Qi Zhang,Yanfeng Hu,Tuanjie Li,Jiang Yu,Liying Zhao,Gengtai Ye,Haijun Deng,Tingyu Mou,Shirong Cai,Zhiwei Zhou,Hao Liu,Guihua Chen,Guoxin Li,Xiaolong Qi
出处
期刊:Annals of Surgery [Lippincott Williams & Wilkins]
卷期号:267 (3): 504-513 被引量:379
标识
DOI:10.1097/sla.0000000000002116
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: CD3invasive margin (IM), CD3center of tumor (CT), CD8IM, CD45ROCT, and CD66bIM. 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.
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