Identification and Validation of TYMS as a Potential Biomarker for Risk of Metastasis Development in Hepatocellular Carcinoma

被引:5
作者
Li, Shuai [1 ]
Zhao, Jingyuan [2 ]
Lv, Linlin [1 ]
Dong, Deshi [1 ]
机构
[1] Dalian Med Univ, Affiliated Hosp 1, Dept Pharm, Dalian, Peoples R China
[2] Dalian Med Univ, Affiliated Hosp 1, Regenerat Med Ctr, Dalian, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
关键词
hepatocellular carcinoma; metastasis; TYMS; prognostic biomarker; bioinformatics; THYMIDYLATE SYNTHASE INHIBITORS; CYCLIN A2; RESISTANCE; EXPRESSION; TOOL;
D O I
10.3389/fonc.2021.762821
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Metastasis is the major cause of hepatocellular carcinoma (HCC) mortality. Unfortunately, there are few reports on effective biomarkers for HCC metastasis. This study aimed to discover potential key genes of HCC, which could provide new insights for HCC metastasis. GEO (Gene Expression Omnibus) microarray and TCGA (The Cancer Genome Atlas) datasets were integrated to screen for candidate genes involved in HCC metastasis. Differentially expressed genes (DEGs) were screened, and then we performed enrichment analysis of Gene Ontology (GO), together with Kyoto Encyclopedia of Genes and Genomes (KEGG). A protein-protein interaction network was then built and analyzed utilizing STRING and Cytoscape, followed by the identification of 10 hub genes by cytoHubba. Four genes were associated with survival, their prognostic value was verified by prognostic signature analysis. Thymidylate synthase (TYMS) gene was identified as significant HCC metastasis-associated genes after mRNA expression validation and IHC analysis. TYMS silencing in HCC cells remarkedly inhibited growth and invasion. Finally, we found TYMS silencing dramatically decrease DNA synthesis and extracellular matrix (ECM) degradation, resulting in the inhibition of HCC metastasis, indicating TYMS had close associations with HCC development. These findings provided new insights into HCC metastasis and identified candidate gene prognosis signatures for HCC metastasis.
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页数:11
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共 32 条
  • [1] Thymidylate synthase expression in circulating tumor cells: A new tool to predict 5-fluorouracil resistance in metastatic colorectal cancer patients
    Abdallah, Emne Ali
    Fanelli, Marcello Ferretti
    Cavicchioli Buim, Marcilei Eliza
    Machado Netto, Marcelo Calil
    Gasparini Junior, Jose Luiz
    Souza e Silva, Virgilio
    Abbade Dettino, Aldo Lourenco
    Mingues, Natalia Breve
    Romero, Juliana Valim
    Mendonca Ocea, Luciana Menezes
    Malagoli Rocha, Bruna Maria
    Alves, Vanessa Silva
    Araujo, Daniel Vilarim
    Domingos Chinen, Ludmilla Thome
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2015, 137 (06) : 1397 - 1405
  • [2] DPYD, TYMS and MTHFR Genes Polymorphism Frequencies in a Series of Turkish Colorectal Cancer Patients
    Amirfallah, Arsalan
    Kocal, Gizem Calibasi
    Unal, Olcun Umit
    Ellidokuz, Hulya
    Oztop, Ilhan
    Basbinar, Yasemin
    [J]. JOURNAL OF PERSONALIZED MEDICINE, 2018, 8 (04):
  • [3] A novel function for Cyclin A2: Control of cell invasion via RhoA signaling
    Arsic, Nikola
    Bendris, Nawal
    Peter, Marion
    Begon-Pescia, Christina
    Rebouissou, Cosette
    Gadea, Gilles
    Bouquier, Nathalie
    Bibeau, Frederic
    Lemmers, Benedicte
    Blanchard, Jean Marie
    [J]. JOURNAL OF CELL BIOLOGY, 2012, 196 (01) : 147 - 162
  • [4] Epigenetic silencing of MAL, a putative tumor suppressor gene, can contribute to human epithelium cell carcinoma
    Cao, Wei
    Zhang, Zhi-yuan
    Xu, Qin
    Sun, Qiang
    Yan, Ming
    Zhang, Jun
    Zhang, Ping
    Han, Ze-guang
    Chen, Wan-tao
    [J]. MOLECULAR CANCER, 2010, 9
  • [5] THE CATALYTIC MECHANISM AND STRUCTURE OF THYMIDYLATE SYNTHASE
    CARRERAS, CW
    SANTI, DV
    [J]. ANNUAL REVIEW OF BIOCHEMISTRY, 1995, 64 : 721 - 762
  • [6] Pharmacogenomics of thymidylate synthase in cancer treatment
    Danenberg, PV
    [J]. FRONTIERS IN BIOSCIENCE-LANDMARK, 2004, 9 : 2484 - 2494
  • [7] Diagnosis and treatment of hepatocellular carcinoma
    El-Serag, Hashem B.
    Marrero, Jorge A.
    Rudolph, Lenhard
    Reddy, K. Rajender
    [J]. GASTROENTEROLOGY, 2008, 134 (06) : 1752 - 1763
  • [8] Human Thymidylate Synthase Inhibitors Halting Ovarian Cancer Growth
    Ferrari, Stefania
    Severi, Leda
    Pozzi, Cecilia
    Quotadamo, Antonio
    Ponterini, Glauco
    Losi, Lorena
    Marverti, Gaetano
    Costi, Maria Paola
    [J]. OVARIAN CYCLE, 2018, 107 : 473 - 513
  • [9] Timeline - The pathogenesis of cancer metastasis: the 'seed and soil' hypothesis revisited
    Fidler, IJ
    [J]. NATURE REVIEWS CANCER, 2003, 3 (06) : 453 - 458
  • [10] TYMS presents a novel biomarker for diagnosis and prognosis in patients with pancreatic cancer
    Fu, Zhuo
    Jiao, Yan
    Li, Yanqing
    Ji, Bai
    Jia, Baoxing
    Liu, Bin
    [J]. MEDICINE, 2019, 98 (51)