Identification of a novel endocytosis-associated gene signature for prognostic prediction in lung adenocarcinoma

被引:0
|
作者
Zhang, Yixin [1 ]
Liang, Siwen [2 ]
Zhang, Yan [1 ]
Liu, Minghui [3 ]
Zhang, Kai [1 ]
机构
[1] Tianjin Hosp, Dept Blood Transfus, 406 Jiefang South Rd, Tianjin 300211, Peoples R China
[2] Tianjin Med Univ, Eye Hosp, Sch Optometry & Ophthalmol, Tianjin 300070, Peoples R China
[3] Tianjin Med Univ Gen Hosp, Dept Lung Canc Surg, 154 Anshan Rd, Tianjin 300052, Peoples R China
关键词
endocytosis; lung adenocarcinoma; prognostic signature; immune microenvironment; CANCER; EGFR; MECHANISMS; NETWORK;
D O I
10.3892/ol.2023.14098
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Lung cancer is one of the most common malignant solid tumors and the leading cause of cancer-associated mortality worldwide. Endocytosis is an essential physiological activity for cells to maintain membrane homeostasis, and has been reported to serve an important role in tumorigenesis and progression. In the present study, the aim was to construct a prognostic prediction model of endocytosis-associated genes for patients with lung adenocarcinoma (LUAD). The endocytosis-associated gene signature was established using Lasso Cox regression analysis using the training set of the LUAD cohort from The Cancer Genome Atlas (TCGA) database, and verified using two datasets from the Gene Expression Omnibus (GEO) database. Kaplan-Meier survival curves were used to evaluate the effectiveness of the prognostic evaluation of patients with LUAD. Differentially expressed genes were screened in the tumor tissue of patients compared with paired paracancerous tissues. A series of candidate genes associated to the prognosis of patients with LUAD was obtained using univariate Cox's regression analysis. Using the Lasso Cox regression analysis, an appropriate risk model with 18 endocytosis-associated genes was established. A high-risk score was positively correlated with a higher tumor stage and pathologic grade. Patients with LUAD and high-risk scores had shorter survival times, increased intratumor heterogeneities and immune cell infiltration into tumor tissues, compared with those patients with LUAD and low-risk scores. The endocytosis inhibitor chloroquine could repress proliferation and increase the apoptosis of lung cancer cells. In summary, a novel endocytosis-associated gene signature was constructed using TCGA and GEO datasets. Patients with LUAD and high-risk scores, as calculated by the signature, had a poor prognosis and short survival time.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Identification and validation of a novel redox-related lncRNA prognostic signature in lung adenocarcinoma
    Ren, Jie
    Wang, Aman
    Liu, Jiwei
    Yuan, Qihang
    BIOENGINEERED, 2021, 12 (01) : 4331 - 4348
  • [32] Prognostic roles of a novel basement membranes-related gene signature in lung adenocarcinoma
    Zhu, Xingzhuang
    Liu, Xiaoyan
    Qiu, Xiaowen
    Niu, Zihao
    Dong, Wei
    Song, Yipeng
    FRONTIERS IN GENETICS, 2023, 14
  • [33] Identification of a Pyroptosis-Related Gene Signature for Prediction of Overall Survival in Lung Adenocarcinoma
    Dong, Zheng
    Bian, Lv
    Wang, Minglang
    Wang, Luoqing
    Wang, Yilian
    JOURNAL OF ONCOLOGY, 2021, 2021
  • [34] Identification of Prognostic Signature and Gliclazide as Candidate Drugs in Lung Adenocarcinoma
    Cheng, Yang
    Hou, Kezuo
    Wang, Yizhe
    Chen, Yang
    Zheng, Xueying
    Qi, Jianfei
    Yang, Bowen
    Tang, Shiying
    Han, Xu
    Shi, Dongyao
    Wang, Ximing
    Liu, Yunpeng
    Hu, Xuejun
    Che, Xiaofang
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [35] A 65-gene signature for prognostic prediction in colon adenocarcinoma
    Jiang, Hui
    Du, Jun
    Gu, Jiming
    Jin, Liugen
    Pu, Yong
    Fei, Bojian
    INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 2018, 41 (04) : 2021 - 2027
  • [36] Identification of a Hypoxia-Associated Signature for Lung Adenocarcinoma
    Mo, Zhuomao
    Yu, Ling
    Cao, Zhirui
    Hu, Hao
    Luo, Shaoju
    Zhang, Shijun
    FRONTIERS IN GENETICS, 2020, 11
  • [37] Identification of a Six-Gene SLC Family Signature With Prognostic Value in Patients With Lung Adenocarcinoma
    Zhu, Jing
    Mou, Yong
    Ye, Shenglan
    Hu, Hongling
    Wang, Rujuan
    Yang, Qing
    Hu, Yi
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [38] Prognostic Signature, Immune Features, and Therapeutic Responses of a Novel Ubiquitination-Related Gene Signature in Lung Adenocarcinoma
    Xu, Muge
    Gong, Jiening
    JOURNAL OF ONCOLOGY, 2022, 2022
  • [39] Screening of Methylation Gene Sites as Prognostic Signature in Lung Adenocarcinoma
    Dong, Min
    Yang, Zengli
    Li, Xingfang
    Zhang, Zhenxiang
    Yin, Ankang
    YONSEI MEDICAL JOURNAL, 2020, 61 (12) : 1013 - 1023
  • [40] Identification of a novel prognostic DNA methylation signature for lung adenocarcinoma based on consensus clustering method
    Cai, Qidong
    He, Boxue
    Xie, Hui
    Zhang, Pengfei
    Peng, Xiong
    Zhang, Yuqian
    Zhao, Zhenyu
    Wang, Xiang
    CANCER MEDICINE, 2020, 9 (20): : 7488 - 7502