HIPPO signaling-related signature for predicting prognosis and therapeutic response in gastric cancer

被引:2
|
作者
Jiang, Rui [1 ]
Wang, Jinghua [2 ]
Liang, Jun [3 ]
Lin, Daihua [4 ]
Mao, Qiuxian [4 ]
Cheng, Siyi [5 ]
Huang, Shengjun [6 ]
Tong, Shuangshuang [7 ]
Lyu, Yanlin [7 ]
Wei, Rui [1 ,8 ]
Lian, Qizhou [9 ,10 ,11 ]
Chen, Hao [1 ,6 ,7 ]
机构
[1] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Gastroenterol, Guangzhou, Peoples R China
[2] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Hematol, Guangzhou, Peoples R China
[3] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Prov Geriatr Inst, Dept Crit Care Med, Guangzhou, Peoples R China
[4] Guangdong Second Prov Gen Hosp, Prenatal Diagnost Ctr, Guangzhou, Peoples R China
[5] South China Univ Technol, Sch Biosci & Bioengn, Guangzhou, Peoples R China
[6] South China Univ Technol, Sch Med, Guangzhou, Peoples R China
[7] Shantou Univ, Med Coll, Shantou, Peoples R China
[8] Univ Hong Kong, Li Ka Shing Fac Med, Dept Med, Hong Kong, Peoples R China
[9] Chinese Acad Sci, Shenzhen Inst Adv Technol, Fac Synthet Biol, Shenzhen, Peoples R China
[10] Guangzhou Med Univ, Guangzhou Inst Eugenics & Perinatol, Guangzhou Women & Childrens Med Ctr, Cord Blood Bank, Guangzhou, Peoples R China
[11] Univ Hong Kong, State Key Lab Pharmaceut Biotechnol, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
gastric cancer; hippo signaling pathway; prognostic prediction; drug sensitivity analysis; therapeutic response; BETA ISOFORMS; PATHWAY; CELLS; PROLIFERATION; BORTEZOMIB; TARGET;
D O I
10.3389/fphar.2022.1096055
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background: Gastric cancer (GC) is a multifactorial progressive disease with high mortality and heterogeneous prognosis. Effective prognostic biomarkers for GC were critically needed. Hippo signaling pathway is one of the critical mechanisms regulating the occurrence and development of GC, and has potential clinical application value for the prognosis and treatment of GC patients. However, there is no effective signature based on Hippo signaling pathway-related genes (HSPRGs) to predict the prognosis and treatment response of GC patients. Our study aimed to build a HSPRGs signature and explore its performance in improving prognostic assessment and drug therapeutic response in GC.Methods: Based on gene expression profiles obtained from The Cancer Genome Atlas (TCGA) database, we identified differentially expressed HSPRGs and conducted univariate and the least absolute shrinkage and selection operator (LASSO) Cox regression analysis to construct a multigene risk signature. Subsequently, the Kaplan-Meier curve and receiver operating characteristic (ROC) were performed to evaluate the predictive value of the risk signature in both training and validation cohort. Furthermore, we carried out univariate and multivariate Cox regression analysis to investigate the independent prognostic factors and establish a predictive nomogram. The enriched signaling pathways in risk signature were analyzed by gene set enrichment analysis (GSEA). Tumor immune dysfunction and exclusion (TIDE) and drug sensitivity analysis were performed to depict therapeutic response in GC.Results: In total, 38 differentially expressed HSPRGs were identified, and final four genes (DLG3, TGFB3, TGFBR1, FZD6) were incorporated to build the signature. The ROC curve with average 1-, 3-, and 5-year areas under the curve (AUC) equal to .609, .634, and .639. Clinical ROC curve revealed that risk signature was superior to other clinicopathological factors in predicting prognosis. Calibration curves and C-index (.655) of nomogram showed excellent consistency. Besides, in the immunotherapy analysis, exclusion (p < 2.22 x 10(-16)) and microsatellite instability (p = .0058) performed significantly differences. Finally, our results suggested that patients in the high-risk group were more sensitive to specific chemotherapeutic agents.Conclusion: Results support the hypothesis that Hippo-related signature is a novel prognostic biomarker and predictor, which could help optimize GC prognostic stratification and inform clinical medication decisions.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] RETRACTED: Hedgehog signaling-related genomics signature for the accurate progress and prognosis prediction in gastric cancer (Retracted Article)
    Zhang, Guoliang
    Xia, Guojun
    Luo, Jungang
    Ye, Ping
    Wang, Huangen
    Li, Shaodong
    Zheng, Difeng
    FUNCTIONAL & INTEGRATIVE GENOMICS, 2023, 23 (01)
  • [2] A Notch signaling-related lncRNA signature for predicting prognosis and therapeutic response in clear cell renal cell carcinoma
    Zhang, Lulu
    Li, Yulei
    Cai, Bin
    Chen, Jiajun
    Zhao, Keyuan
    Li, Mengyao
    Lang, Juan
    Wang, Kaifang
    Pan, Shouhua
    Zhu, Ke
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [3] A Ferroptosis-Related lncRNAs Signature Predicts Prognosis and Therapeutic Response of Gastric Cancer
    Xiao, Shilang
    Liu, Xiaoming
    Yuan, Lingzhi
    Wang, Fen
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [4] RETRACTED ARTICLE: Hedgehog signaling-related genomics signature for the accurate progress and prognosis prediction in gastric cancer
    Guoliang Zhang
    Guojun Xia
    Jungang Luo
    Ping Ye
    Huangen Wang
    Shaodong Li
    Difeng Zheng
    Functional & Integrative Genomics, 2023, 23
  • [5] Identification of a MAPK signaling-related lncRNAs signature and molecular subtypes of gastric cancer
    Chen, Di
    Zhu, Mengpei
    Huang, Yumei
    Xiong, Zhifan
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2023, 38 : 48 - 48
  • [6] Identification of a MAPK signaling-related lncRNAs signature and molecular subtypes of gastric cancer
    Chen, Di
    Zhu, Mengpei
    Huang, Yumei
    Xiong, Zhifan
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2023, 38 : 48 - 48
  • [7] 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
  • [8] Immune-Related Nine-MicroRNA Signature for Predicting the Prognosis of Gastric Cancer
    Xu, Jingxuan
    Wen, Jian
    Li, Shuangquan
    Shen, Xian
    You, Tao
    Huang, Yingpeng
    Xu, Chongyong
    Zhao, Yaping
    FRONTIERS IN GENETICS, 2021, 12
  • [9] 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 - +
  • [10] Bioinformatics evaluation of a novel angiogenesis related genes-based signature for predicting prognosis and therapeutic efficacy in patients with gastric cancer
    Ma, Ning
    Li, Jie
    Lv, Ling
    Li, Chunhua
    Li, Kainan
    Wang, Bin
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2022, 14 (07): : 4532 - +