Construction of ovarian metastasis-related immune signature predicting prognosis of gastric cancer patients

被引:3
|
作者
Gao, Jianpeng [1 ,2 ]
Huo, Shiying [1 ,2 ]
Zhang, Yu [1 ,2 ]
Zhao, Zhenxiong [1 ,2 ]
Pan, Hongda [1 ,2 ]
Liu, Xiaowen [1 ,2 ]
机构
[1] Fudan Univ, Dept Gastr Surg, Shanghai Canc Ctr, Shanghai 200032, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai 200032, Peoples R China
来源
CANCER MEDICINE | 2023年 / 12卷 / 01期
基金
上海市自然科学基金;
关键词
gastric cancer; immune-related gene; ovarian metastasis; prognosis; BCL11B TUMOR-SUPPRESSOR; GASTROESOPHAGEAL JUNCTION; T-CELLS; EXPRESSION; BIOMARKERS; CHEMOTHERAPY; MANAGEMENT; NIVOLUMAB; BLOCKADE; GROWTH;
D O I
10.1002/cam4.4857
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Ovarian metastasis (OM) results in poor survival of gastric cancer (GC) patients. While immunotherapy has emerged as a promising approach for late-stage GC, validated immune-related prognostic signatures still remain in need. In this study, we constructed an ovarian metastasis- and immune-related prognostic signature (OMIRPS), characterized the molecular and immune features of OMIRPS-categorized subgroups and predicted their potential response to immunotherapy. Methods Three individual cohorts were used to construct and evaluate OMIRPS: RNA-seq of matched primary GC and OM from Fudan University Shanghai Cancer Center (FUSCC) (discovery cohort, n = 4), The Cancer Genome Atlas (TCGA) (training cohort, n = 544) and GSE84437 (validation cohort, n = 433). Differentially expressed genes (DEGs) identified between primary GC and OM and immune-related genes (IRGs) from the ImmPort and InnateDB databases were used to identify immune-related prognostic hub genes, which were further used to construct OMIRPS by using LASSO regression analysis. Prognosis, molecular characteristics, immune features, and differential immunotherapy efficacy between different OMIRPS subgroups were analyzed. Results Functional analyses of DEGs revealed the significance of immune-related signatures and pathways in the OM. Immune-related prognostic hub genes including TNFRSF18, CARD11, BCL11B, NRP1, BNIP3L, and ATF3 were utilized to construct OMIRPS, which was identified as an independent prognostic factor. Comprehensive analyses unveiled the distinctive molecular and immune characteristics of OMIRPS-high and -low subgroup in regard to enriched pathways, mutation rate, tumor mutation burden, microsatellite instability status, infiltrated immune cell, immune exclusion score, and the prediction of immunotherapy efficacy. Additionally, OMIRPS was associated with Immune Subtypes with borderline significance. Conclusions RNA-seq of paired primary and ovarian metastatic tumors unveiled the significance of immune-related pathways and tumor immune microenvironment in OM. OMIRPS served as a promising biomarker to predict the prognosis of GC patients and distinguish the molecular features, immune characteristics, and efficacy of immunotherapy between different subgroups.
引用
收藏
页码:913 / 929
页数:17
相关论文
共 50 条
  • [31] Pyroptosis-related gene signature for predicting gastric cancer prognosis
    Khamis, Salem Saeed Saad
    Lu, Jianhua
    Yi, Yongdong
    Rao, Shangrui
    Sun, Weijian
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [32] Construction of a necroptosis-related lncRNA signature for predicting prognosis and revealing the immune microenvironment in bladder cancer
    Wang, Jingsong
    Jiang, Zhengyu
    Wang, Kai
    Zheng, Qingyuan
    Jian, Jun
    Liu, Xiuheng
    Chen, Zhiyuan
    Yang, Rui
    Wang, Lei
    AGING-US, 2024, 16 (03): : 2812 - 2827
  • [33] A cuproptosis-related signature for predicting the prognosis of gastric cancer br
    He, Chunmei
    Zhang, Hao
    Guo, Zehao
    Mo, Zhijing
    JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2023, 14 (01) : 146 - +
  • [34] Prediction of immune infiltration and prognosis for patients with gastric cancer based on the immune-related genes signature
    Li, Xianghui
    Chen, Yuanyuan
    Dong, Yuxiang
    Ma, Zhongjin
    Zheng, Wenjun
    Lin, Youkun
    HELIYON, 2023, 9 (12)
  • [35] Construction of an oxidative stress-related lncRNAs signature to predict prognosis and the immune response in gastric cancer
    Zhang, Hui
    Feng, Huawei
    Yu, Tiansong
    Zhang, Man
    Liu, Zhikui
    Ma, Lidan
    Liu, Hongsheng
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [36] Construction of an oxidative stress-related lncRNAs signature to predict prognosis and the immune response in gastric cancer
    Hui Zhang
    Huawei Feng
    Tiansong Yu
    Man Zhang
    Zhikui Liu
    Lidan Ma
    Hongsheng Liu
    Scientific Reports, 13
  • [37] Machine learning and experimental validation to construct a metastasis-related gene signature and ceRNA network for predicting osteosarcoma prognosis
    Yong Liao
    Qingsong Liu
    Chunxia Xiao
    Jihui Zhou
    Journal of Orthopaedic Surgery and Research, 17
  • [38] An immune-related gene signature predicts prognosis of gastric cancer
    Jiang, Bitao
    Sun, Qingsen
    Tong, Yao
    Wang, Yuzhuo
    Ma, Haifen
    Xia, Xuefei
    Zhou, Yu
    Zhang, Xingguo
    Gao, Feng
    Shu, Peng
    MEDICINE, 2019, 98 (27)
  • [39] Identification of immune related gene signature for predicting prognosis of cholangiocarcinoma patients
    Zhang, Zi-jian
    Huang, Yun-peng
    Liu, Zhong-tao
    Wang, Yong-xiang
    Zhou, Hui
    Hou, Ke-xiong
    Tang, Ji-wang
    Xiong, Li
    Wen, Yu
    Huang, Sheng-fu
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [40] Immune infiltration and a necroptosis-related gene signature for predicting the prognosis of patients with cervical cancer
    Xing, Xuewei
    Tian, Yanan
    Jin, Xuan
    FRONTIERS IN GENETICS, 2023, 13