Establishment and validation of lncRNA-related prognostic signatures in cholangiocarcinoma

被引:3
作者
Li, Fengwei [1 ]
Zhang, JiaNing [2 ]
Zhang, Jinchi [3 ]
Xue, Hui [1 ]
Liu, Liu [1 ]
Yang, Zhao [1 ]
Dong, Hui [4 ,6 ]
Wang, Kui [1 ,5 ]
机构
[1] Naval Med Univ, Eastern Hepatobiliary Surg Hosp, Dept Hepat Surg 2, Shanghai, Peoples R China
[2] Naval Med Univ, Changzheng Hosp, Shanghai, Peoples R China
[3] Xiamen Med Coll, Affiliated Hosp 2, Dept Dermatol, Xiamen, Fujian, Peoples R China
[4] Naval Med Univ, Eastern Hepatobiliary Surg Hosp, Dept Pathol, Shanghai, Peoples R China
[5] Naval Med Univ, Eastern Hepatobiliary Surg Hosp, Dept Hepat Surg 2, 225 Changhai Rd, Shanghai 200438, Peoples R China
[6] Naval Med Univ, Eastern Hepatobiliary Surg Hosp, Dept Pathol, 225 Changhai Rd, Shanghai 200438, Peoples R China
关键词
Cholangiocarcinoma; Long non -coding RNA; Prognosis; MIR4435-2HG; GAPLINC; CELL-PROLIFERATION; CANCER CELL; EXPRESSION; MIGRATION; INVASION;
D O I
10.1016/j.ygeno.2023.110621
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: The prognosis of CCA is extremely poor, making it one of the most lethal cancers. Therefore, there is a need to elucidate the pathogenic mechanisms of CCA. In this study, we aimed at identifying lncRNA-related prognostic signatures for CCA through bioinformatics analysis and further validated their functions in CCA tumorigenesis and progression. Methods: The RNA-seq data of CCA were downloaded from public databases. Differentially expressed lncRNAs (DElncRNAs) were screened. Then, candidate OS- and DFS-related DElncRNAs were selected through Kaplan-Meier survival analysis. Furthermore, LASSO regression was performed to establish the OS and DFS signatures, respectively. Multivariate COX models and nomograms for overall survival (OS) and disease-free survival (DFS) were established based on OS/DFS signature and clinical data. Hub lncRNAs were identified and enrichment analyses were performed to explore their potential functions. Finally, in vitro and in vivo models were used to validate the effects of the hub lncRNAs in CCA tumorigenesis and progression. Results: A total of 925 DElncRNAs were selected, of which six candidate OS-related lncRNAs and 15 candidate DFS-related lncRNAs were identified. The OS and DFS signatures were then established using four lncRNAs, respectively. We found that the OS signature and vascular invasion were independent risk factors for the OS of CCA, while the DFS signature, vascular invasion, and CA19-9 were independent risk factors for the DFS of CCA. Then, nomograms were established to achieve personalized CCA recurrence and death prediction. Furthermore, our study uncovered that MIR4435-2HG and GAPLINC might play crucial roles in CCA progression and be selected as hub lncRNAs. GO and KEGG enrichment analyses revealed that the two hub lncRNAs were closely related to CCA tumorigenesis. Finally, we demonstrated that MIR4435-2HG and GAPLINC can stimulate CCA proliferation and migration in vitro and in vivo. Conclusions: The established OS and DFS signatures are independent risk factors for OS and DFS of CCA patients, respectively. MIR4435-2HG and GAPLINC were identified as hub lncRNAs. In vitro and in vivo models revealed that MIR4435-2HG and GAPLINC can prompt CCA progression, which might be novel prognostic biomarkers and therapeutic targets for CCA.
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页数:11
相关论文
共 42 条
  • [1] Integrative annotation of human large intergenic noncoding RNAs reveals global properties and specific subclasses
    Cabili, Moran N.
    Trapnell, Cole
    Goff, Loyal
    Koziol, Magdalena
    Tazon-Vega, Barbara
    Regev, Aviv
    Rinn, John L.
    [J]. GENES & DEVELOPMENT, 2011, 25 (18) : 1915 - 1927
  • [2] Long noncoding RNA GAPLINC promotes gastric cancer cell proliferation by acting as a molecular sponge of miR-378 to modulate MAPKI expression
    Diao, Lingyun
    Wang, Shengying
    Sun, Zhiguang
    [J]. ONCOTARGETS AND THERAPY, 2018, 11 : 2797 - 2804
  • [3] Long Non-coding RNA MIR4435-2HG Promotes Colorectal Cancer Proliferation and Metastasis Through miR-206/YAP1 Axis
    Dong, Xinhua
    Yang, Zhen
    Yang, Hongwei
    Li, Dongyan
    Qiu, Xinguang
    [J]. FRONTIERS IN ONCOLOGY, 2020, 10
  • [4] Cancer Invasion and the Microenvironment: Plasticity and Reciprocity
    Friedl, Peter
    Alexander, Stephanie
    [J]. CELL, 2011, 147 (05) : 992 - 1009
  • [5] Using control genes to correct for unwanted variation in microarray data
    Gagnon-Bartsch, Johann A.
    Speed, Terence P.
    [J]. BIOSTATISTICS, 2012, 13 (03) : 539 - 552
  • [6] Dynamic TF-lncRNA Regulatory Networks Revealed Prognostic Signatures in the Development of Ovarian Cancer
    Guo, Qiuyan
    Wang, Junwei
    Gao, Yue
    Li, Xin
    Hao, Yangyang
    Ning, Shangwei
    Wang, Peng
    [J]. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2020, 8
  • [7] Long non-coding RNA GAPLINC promotes angiogenesis by regulating miR-211 under hypoxia in human umbilical vein endothelial cells
    He, Yangyan
    Wu, Ziheng
    Qiu, Chenyang
    Wang, Xiaohui
    Xiang, Yilang
    Lu, Tian
    He, Yunjun
    Shang, Tao
    Zhu, Qianqian
    Wang, Xun
    Zeng, Qinglong
    Zhang, Hongkun
    Li, Donglin
    [J]. JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2019, 23 (12) : 8090 - 8100
  • [8] Genetics of Biliary Tract Cancers and Emerging Targeted Therapies
    Hezel, Aram F.
    Deshpande, Vikram
    Zhu, Andrew X.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (21) : 3531 - 3540
  • [9] Long Noncoding RNA GAPLINC Regulates CD44-Dependent Cell Invasiveness and Associates with Poor Prognosis of Gastric Cancer
    Hu, Ye
    Wang, Jilin
    Qian, Jin
    Kong, Xuan
    Tang, Jieting
    Wang, Yingchao
    Chen, Haoyan
    Hong, Jie
    Zou, Weiping
    Chen, Yingxuan
    Xu, Jie
    Fang, Jing-Yuan
    [J]. CANCER RESEARCH, 2014, 74 (23) : 6890 - 6902
  • [10] Whole-Genome and Epigenomic Landscapes of Etiologically Distinct Subtypes of Cholangiocarcinoma
    Jusakul, Apinya
    Cutcutache, Ioana
    Yong, Chern Han
    Lim, Jing Quan
    Huang, Mi Ni
    Padmanabhan, Nisha
    Nellore, Vishwa
    Kongpetch, Sarinya
    Ng, Alvin Wei Tian
    Ng, Ley Moy
    Choo, Su Pin
    Myint, Swe Swe
    Thanan, Raynoo
    Nagarajan, Sanjanaa
    Lim, Weng Khong
    Ng, Cedric Chuan Young
    Boot, Arnoud
    Liu, Mo
    Ong, Choon Kiat
    Rajasegaran, Vikneswari
    Lie, Stefanus
    Lim, Alvin Soon Tiong
    Lim, Tse Hui
    Tan, Jing
    Loh, Jia Liang
    McPherson, John R.
    Khuntikeo, Narong
    Bhudhisawasdi, Vajaraphongsa
    Yongvanit, Puangrat
    Wongkham, Sopit
    Totoki, Yasushi
    Nakamura, Hiromi
    Arai, Yasuhito
    Yamasaki, Satoshi
    Chow, Pierce Kah-Hoe
    Chung, Alexander Yaw Fui
    Ooi, London Lucien Peng Jin
    Lim, Kiat Hon
    Dima, Simona
    Duda, Dan G.
    Popescu, Irinel
    Broet, Philippe
    Hsieh, Sen-Yung
    Yu, Ming-Chin
    Scarpa, Aldo
    Lai, Jiaming
    Luo, Di-Xian
    Lopes Carvalho, Andre
    Luiz Vettore, Andre
    Rhee, Hyungjin
    [J]. CANCER DISCOVERY, 2017, 7 (10) : 1116 - 1135