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. 2019 Oct 18;98(42):e17412. doi: 10.1097/MD.0000000000017412

Increased expression of long non-coding RNA CCAT2 predicts poorer prognosis in patients with hepatocellular carcinoma

Changbo Fu a, Xuan Xu b, Weijun Lu a, Lei Nie a, Tao Yin a, Dongde Wu a,∗
Editor: Goran Augustin
PMCID: PMC6824708  PMID: 31626095

Abstract

Background:

Long non-coding RNA colon cancer-associated transcript 2 (CCAT2) is a 1752-bp lncRNA transcribed from m8q24 genomic region. A lot of investigations have confirmed the involvement of CCAT2 in the tumorigenesis of many cancer types. Previous studies found that over-expression of CCAT2 significantly promoted cell migration and proliferation, and inhibited apoptosis of HCC cells. In the present investigation, the clinical value and prognostic significance of CCAT2 were investigated.

Methods:

The 122 pairs of HCC tissues and adjacent normal liver tissues were acquired between September 2013 and February 2018. The expression levels of CCAT2 in HCC tissues and their corresponding adjacent normal liver tissues were examined by RT-qPCR analysis. Survival was calculated using the Kaplan-Meier method and analyzed using the log-rank test. Independent prognostic indicators were determined in the multivariate analysis using Cox's proportional hazard model.

Results:

CCAT2 expression levels were significantly increased in HCC tissues compared to that in their normal counterparts (P < .001). CCAT2 expression was significantly correlated with vascular invasion (P = .001), histopathologic grading (P = .001), distant metastasis (P = .002) and TNM stage (P = .018). A Kaplan–Meier survival curve showed that the overall survival rate of HCC patients in high CCAT2 expression group markedly decreased as compared with that of low CCAT2 expression group (P = .016). In addition, COX multivariate analysis showed that high expression of CCAT2 was an independent risk factor for predicting shorter overall survival time in HCC (HR = 2.126, 95%CI:1.273–8.775, P = .021).

Conclusions:

Taken together, this research revealed that lncRNA CCAT2 may serve as a potential biomarker for predicting overall survival time in HCC.

Keywords: HCC, hepatocellular carcinoma, long non-coding RNA CCAT2, prognosis

1. Introduction

Hepatocellular carcinoma (HCC) ranks as the fourth most common malignance and the third leading cause of cancer-associated mortality worldwide.[1] The underlying pathological mechanisms of HCC may be very complicated, though most HCC cases may be attributed to chronic infection with hepatitis B or C virus.[2,3] Even after surgical resection, the 5-year survival rate of HCC patients remains poor, owing to high rates of metastasis and recurrence.[4] To date, there are few reliable markers available to accurately predict prognosis of HCC. Therefore, there is a strong need to identify novel biomarkers that better conduct the option of treatments and predict overall survival of HCC patients.

Long noncoding RNAs (IncRNAs) are a class of noncoding RNA, which is longer than 200 nucleotides in length.[5,6] Accumulating evidence has demonstrated that lncRNAs play important roles in various physiological and pathological processes.[7] lncRNAs have been proved to play important roles as oncogenes or tumor suppressor genes in different cancer types.[8–10] Current researches have found that lncRNA abnormal expression profile has close relationships with HCC developments.

Long non-coding RNA colon cancer-associated transcript 2 (CCAT2) is a 1752-bp lncRNA transcribed from m8q24 genomic region. A lot of investigations have confirmed the involvement of CCAT2 in the tumorigenesis of many cancer types, including pancreatic ductal adenocarcinoma, endometrial cancer, renal cell carcinoma(RCC), breast cancer, gastric cancer, non-small cell lung cancer(NSCLC), glioma, ovarian cancer, esophageal squamous cell carcinoma(ESCC), and colorectal cancer(CRC).[11–22] Previously, Liu et al found that CCAT2 promoted HCC cells proliferation and metastasis through up-regulation of NDRG1.[23] Zhou et al found that CCAT2 was upregulated in human HCC tissues and human HCC cell lines. Furthermore, the over-expression of CCAT2 using a synthesized vector significantly promoted cell migration and proliferation, and inhibited apoptosis of HCC cells in vitro, indicating that CCAT2 might function as an oncogene in hepatocellular carcinoma.[24] In the present study, the relative expression levels of CCAT2 in HCC tissues and adjacent non-cancerous were measured. Furthermore, the clinical value and prognostic significance were also investigated.

2. Methods and materials

2.1. Patient and tissue samples

122 pairs of HCC tissues and adjacent normal liver tissues were acquired at the Department of hepatobiliary and pancreatic surgery, Hubei Provincial Cancer Hospital between September 2013 and February 2018. Tissue samples were immediately frozen in liquid nitrogen at the time of hepatectomy. The diagnosis was confirmed by histopathological examination, and complete clinical and laboratory data were available prior to surgery and during follow-up. Vascular invasion includes microvascular invasion and portal vein tumor thrombus. The diagnostic criterion of microvascular invasion was the presence of a tumor cell nest in the portal vein, hepatic artery, hepatic vein, bile duct or lymph duct in the tumor surrounding the liver tissue under microscopic examination. portal vein tumor thrombus was diagnosed when there were low-attenuation intraluminal masses that expanded the portal vein, or filling defects in the portal vein system, as presented in CT or MRI imaging. To control the potential confounding factors, patients who received treatments as chemotherapy or radiotherapy were excluded. The distribution of clinicopathologic data in the study is given in Table 1. Informed consent for tissue analysis was obtained before surgery. The study was approved by the Institutional Ethics Committee of Hubei Provincial Cancer Hospital.

Table 1.

Association of lncRNA CCAT2 expression with clinicopathological features of HCC patients.

2.1.

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2.2. RNA extraction and quantitative RT-PCR

Total RNA was isolated from patient tissues using TRIzol Reagent (Invitrogen, Carlsbad, CA) as per the manufacturer's instructions. qRT-PCR analyses were further performed using SYBR Premix Ex Taq (Takara Bio, Japan) in the ABI Prism 7500 Fast Real-Time PCR system (Applied Biosystems, USA). By using 2-Bios method, the relative expression levels of the target genes were normalized to that of endogenous control GAPDH. The premier sequences were as follows:

CCAT2 (forward): 5′-CCACATCGCTCAGACACCAT-3′; (reverse):5′-ACCAGGCGCCCAATACG-3′; GAPDH (forward): 5′-GTCAACGGATTTGGTCTGTATT-3′, (reverse): 5′-AGTCTTCTGGGTGGCAGTGAT-3′.

2.3. Statistical analysis

Continuous data was analyzed by the Student t test to assess differences between the two groups. Categorical data was analyzed by the Chi-square test. Survival was calculated using the Kaplan–Meier method and analyzed using the log-rank test. Independent prognostic indicators were determined in the multivariate analysis using Cox's proportional hazard model. All statistical analyses were performed using SPSS (Statistical Package for the Social Sciences) 19.0 (SPSS, Chicago, IL) and GraphPad Prism 5.0 (GraphPad Software, La Jolla, CA). P < .05 was considered statistically significant.

3. Results

3.1. The expression level of lncRNA CCAT2 in HCC tissues

To understand the role of lncRNA CCAT2 in HCC, the expression levels of CCAT2 in HCC tissues and their corresponding adjacent normal liver tissues were examined by RT-qPCR analysis. We observed that CCAT2 expression levels were significantly increased in HCC tissues compared to that in their normal counterparts (P < .001, shown in Fig. 1). To examine the potential clinical significance of CCAT2 in HCC, a total of 122 HCC patients were divided into a high-expression group (n = 63) and a low expression group (n = 59) according to the median value of CCAT2 expression.

Figure 1.

Figure 1

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The qRT-PCR analysis revealed that colon cancer-associated transcript 2 expression levels were significantly increased in hepatocellular carcinoma tissues compared to that in their normal counterparts (P < .001).

3.2. The relationships between clinicopathologic features and CCAT2 expression levels in HCC

To investigate the clinical significance of CCAT2 expression in HCC, we analyzed the relationship between clinicopathologic features and CCAT2 expression levels in HCC cases. We found that CCAT2 expression was significantly correlated with vascular invasion (P = .001), histopathologic grading (P = .001), distant metastasis (P = .002) and TNM stage (P = .018). However, there was no significant correlation between CCAT2 expression and age, gender, HBsAg status, serum AFP level, tumor size, or tumor number(all P > .05, shown in Table 1).

3.3. The prognostic value of CCAT2 in HCC patients

To explore the utility of CCAT2 as a promising molecular marker to predict the prognosis of HCC patients, we compared the overall survival times between 122 HCC patients who expressed high or low expression levels of CCAT2 based on extensive clinical follow-up data. A Kaplan–Meier survival curve showed that the overall survival rate of HCC patients in high CCAT2 expression group markedly decreased as compared with that of low CCAT2 expression group (P = .016, shown in Fig. 2). In addition, COX multivariate analysis showed that high expression of CCAT2 was an independent risk factor for predicting shorter overall survival time in HCC (HR = 2.126, 95%CI:1.273–8.775, P = .021, shown in Table 2).

Figure 2.

Figure 2

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The Kaplan–Meier survival curve showed that the overall survival rate of hepatocellular carcinoma patients in high CCAT2 expression group markedly decreased as compared with that of low CCAT2 expression group (P = .016). CCAT2 = colon cancer-associated transcript 2.

Table 2.

Multivariate analysis of overall survival in patients with HCC.

3.3.

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4. Discussion

Aggressiveness, invasiveness, and frequent postoperative recurrence are the most significant characteristics of HCC.[25] Despite advances in early diagnosis and improved treatments for HCC, the early diagnosis rate and long-term survival rate remains poor.[26,27] The frequent recurrence and high metastasis rates of HCC hinder positive outcomes for patients. Because multiple genetic alterations are responsible for the progression of HCC, exploration of the molecular mechanism of HCC is important for disease diagnosis, treatment, and prediction of outcomes.

LncRNAs have been presumed to play a significant role in various cellular processes, including immune surveillance, cell-cycle regulation, stem cell pluripotency, and tumorigenesis.[28–31] Emerging studies reveal that lncRNAs participate in almost all processes of HCC development, including tumorigenesis, tumor proliferation and metastasis.[32,33] Therefore, exploring the cancerigenic or carcinostatic mechanism of lncRNAs in HCC is of great significance for comprehending the etiology and optimizing treatment.

CCAT2, a novel lncRNA, has been reported as an oncogene in several cancers. For example, Ruan et al demonstrated that lncRNA CCAT2 expression was significantly upregulated in osteosarcoma tissues compared to adjacent normal bone tissues. Higher lncRNA CCAT2 expression was positively associated with larger tumor size, advanced tumor stage and poor overall survival rate of patients. In vitro, knockdown of lncRNA CCAT2 suppressed cell proliferation and colony formation ability. They also found that knockdown of lncRNA CCAT2 inhibited GSK3β/β-catenin signaling by reducing p-GSK3β and β-catenin expression, but increasing GSK3β expression.[34] Zhao et al found that the expression levels of CCAT2 in the tumor tissues of patients with NSCLC were significantly higher than those in the normal para-carcinoma tissues (t = 8.580, P < .01). CCAT2 promoted the occurrence of NSCLC by regulating the Wnt/β-catenin signaling pathway.[35] Zhang et al found that CCAT2 was upregulated in ESCC tissues, especially in cases with lymph node metastasis (LNM), advanced TNM stages, and MYC amplification. Furthermore, the level of CCAT2 was positively correlated with TNM stages, LNM, and the number of positive lymph nodes, indicating CCAT2 might be a prognostic biomarker and therapeutic target for ESCC.[22] Huang et al found that the expression levels of the lncRNA CCAT2 in ovarian cancer tissues and cell lines were significantly higher compared with values obtained for adjacent non-tumor tissues and normal ovarian epithelial cells. Interestingly, higher CCAT2 expression levels were associated with a shorter overall survival (P = .006) and disease-free survival (P = .001) in ovarian cancer patients. In addition, CCAT2 expression was positively correlated with FIGO stage (P = .002), tumor grade (P = .006) and distant metastasis (P < .001). Moreover, CCAT2 knockdown in ovarian cancer cells markedly suppressed cell proliferation, migration, and invasion.[20] Guo et al found that expression of CCAT2 was up-regulated in glioma tissues and significantly correlated with the advanced tumor stage (III/IV). Functional assays in vitro and in vivo demonstrated that knockdown of CCAT2 could inhibit proliferation, cell cycle progression and migration of glioma cells. Further analysis indicated the effect of CCAT2 knockdown on glioma cell phenotype through inhibiting Wnt/β-catenin signal pathway activity, providing evidence that CCAT2 may function as a potential biomarker for glioma.[18] Wu et al showed that lncRNA CCAT2 was upregulated in gastric cancer tissues (P = .000), and positively correlated with TNM stage (P = .029), lymphatic invasion (P = .042) and nervous invasion (P = .024) in gastric cancer patients. Furthermore, they also found that high expression of lncRNA CCAT2 was an unfavorable prognostic factor in gastric cancer patients. Silencing of lncRNA CCAT2 inhibits gastric cancer cell proliferation and invasion.[15]

Previous investigations demonstrated that CCAT2 might function as an oncogene in HCC. Liu et al found that CCAT2 promoted HCC cells proliferation and metastasis through up-regulation of NDRG1.[23] Zhou et al found that CCAT2 was upregulated in HCC tissues and human HCC cell lines. Furthermore, the over-expression of CCAT2 using a synthesized vector significantly promoted cell migration and proliferation, and inhibited apoptosis of HCC cells in vitro.[24] In the present investigation, to understand the role of lncRNA CCAT2 in HCC, the expression levels of CCAT2 in HCC tissues and their corresponding adjacent normal liver tissues were examined by RT-qPCR analysis. We observed that CCAT2 expression levels were significantly increased in HCC tissues compared to that in their normal counterparts. To investigate the clinical significance of CCAT2 expression in HCC, we analyzed the relationship between clinicopathologic features and CCAT2 expression levels in HCC cases. We found that CCAT2 expression was significantly correlated with vascular invasion, histopathologic grading, distant metastasis and TNM stage, suggesting that CCAT2 expression was associated with malignant behaviors of human HCC, such as cancer invasion and metastasis. Previously, Mokdad et al found that vascular invasion was a prognostic factor of human HCC.[36] Tan et al found that histopathologic grading was a significant predictor of microvascular invasion in HCC patients.[37] Furthermore, distant metastasis and high TNM stage are significantly associated with poor prognosis of human HCC.[2,3] Therefore, we speculated that CCAT2 might be a prognostic factor for human HCC. To explore the utility of CCAT2 as a promising molecular marker to predict the prognosis of HCC patients, we compared the overall survival times between 122 HCC patients who expressed high or low expression levels of CCAT2 based on extensive clinical follow-up data. A Kaplan–Meier survival curve showed that the overall survival rate of HCC patients in high CCAT2 expression group markedly decreased as compared with that of low CCAT2 expression group. In addition, COX multivariate analysis showed that high expression of CCAT2 was an independent risk factor for predicting shorter overall survival time in HCC. The present study has several limitations. Firstly, we have not investigated the targets of CCAT2 in prostate cancer cells. More in-depth study is needed in the future to clarify the role of CCAT2 in prostate cancer. Secondly, all the patients included in this study were Han ethnic groups in China, and the prognostic value of CCAT2 in patients of other races should be investigated in the future.

Taken together, this research revealed that lncRNA CCAT2 was upregulated in HCC tissues, and higher level of CCAT2 was found in advanced HCC. Furthermore, lncRNA CCAT2 may serve as a potential biomarker for predicting overall survival time in HCC.

Author contributions

Conceptualization: Changbo Fu.

Data curation: Xuan Xu, Weijun Lu, Lei Nie.

Formal analysis: Changbo Fu.

Funding acquisition: Changbo Fu.

Investigation: Changbo Fu, Xuan Xu, Tao Yin, Dongde Wu.

Methodology: Changbo Fu, Xuan Xu, Tao Yin, Dongde Wu.

Software: Changbo Fu, Xuan Xu, Weijun Lu.

Writing – original draft: Changbo Fu, Xuan Xu, Weijun Lu.

Writing – review & editing: Changbo Fu, Dongde Wu.

Footnotes

Abbreviations: CCAT2 = colon cancer-associated transcript 2, CRC = colorectal cancer, ESCC = esophageal squamous cell carcinoma, HCC = hepatocellular carcinoma, IncRNAs = long noncoding RNAs, NSCLC= non-small cell lung cancer, RCC = renal cell carcinoma.

How to cite this article: Fu C, Xu X, Lu W, Nie L, Yin T, Wu D. Increased expression of long non-coding RNA CCAT2 predicts poorer prognosis in patients with hepatocellular carcinoma. Medicine. 2019;98:42(e17412).

The authors have no conflicts of interest to disclose.

References

  • [1].Bray F, Ferlay J, Soerjomataram I, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2018;68:394–424.. [DOI] [PubMed] [Google Scholar]
  • [2].Forner A, Reig M, Bruix J. Hepatocellular carcinoma. Lancet 2018;391:1301–14.. [DOI] [PubMed] [Google Scholar]
  • [3].Yang JD, Roberts LR. Hepatocellular carcinoma: a global view. Nat Rev Gastroenterol Hepatol 2010;7:448–58.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [4].Pascual S, Herrera I, Irurzun J. New advances in hepatocellular carcinoma. World J Hepatol 2016;8:421–38.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [5].Cech TR, Steitz JA. The noncoding RNA revolution-trashing old rules to forge new ones. Cell 2014;157:77–94.. [DOI] [PubMed] [Google Scholar]
  • [6].Ulitsky I, Bartel DP. lincRNAs: genomics, evolution, and mechanisms. Cell 2013;154:26–46.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [7].Fatica A, Bozzoni I. Long non-coding RNAs: new players in cell differentiation and development. Nat Rev Genet 2014;15:7–21.. [DOI] [PubMed] [Google Scholar]
  • [8].Sang H, Liu H, Xiong P, et al. Long non-coding RNA functions in lung cancer. Tumour Biol 2015;36:4027–37.. [DOI] [PubMed] [Google Scholar]
  • [9].Yang G, Lu X, Yuan L. LncRNA: a link between RNA and cancer. Biochim Biophys Acta 2014;1839:1097–109.. [DOI] [PubMed] [Google Scholar]
  • [10].Zhang H, Chen Z, Wang X, et al. Long non-coding RNA: a new player in cancer. J Hematol Oncol 2013;6:37. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [11].Cai Y, Li X, Shen P, et al. CCAT2 is an oncogenic long non-coding RNA in pancreatic ductal adenocarcinoma. Biol Res 2018;51:1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [12].Xie P, Cao H, Li Y, et al. Knockdown of lncRNA CCAT2 inhibits endometrial cancer cells growth and metastasis via sponging miR-216b. Cancer Biomark 2017;21:123–33.. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
  • [13].Huang JL, Liao Y, Qiu MX, et al. Long non-coding RNA CCAT2 promotes cell proliferation and invasion through regulating Wnt/beta-catenin signaling pathway in clear cell renal cell carcinoma. Tumour Biol 2017;39: 1010428317711314. [DOI] [PubMed] [Google Scholar]
  • [14].Deng X, Zhao Y, Wu X, et al. Upregulation of CCAT2 promotes cell proliferation by repressing the P15 in breast cancer. Biomed Pharmacother 2017;91:1160–6.. [DOI] [PubMed] [Google Scholar]
  • [15].Wu SW, Hao YP, Qiu JH, et al. High expression of long non-coding RNA CCAT2 indicates poor prognosis of gastric cancer and promotes cell proliferation and invasion. Minerva Med 2017;108:317–23.. [DOI] [PubMed] [Google Scholar]
  • [16].Zhao Z, Wang J, Wang S, et al. LncRNA CCAT2 promotes tumorigenesis by over-expressed Pokemon in non-small cell lung cancer. Biomed Pharmacother 2017;87:692–7.. [DOI] [PubMed] [Google Scholar]
  • [17].Zeng J, Du T, Song Y, et al. Knockdown of long noncoding RNA CCAT2 inhibits cellular proliferation, invasion, and epithelial-mesenchymal transition in glioma cells. Oncol Res 2017;25:913–21.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [18].Guo H, Hu G, Yang Q, et al. Knockdown of long non-coding RNA CCAT2 suppressed proliferation and migration of glioma cells. Oncotarget 2016;7:81806–14.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [19].Chen S, Wu H, Lv N, et al. LncRNA CCAT2 predicts poor prognosis and regulates growth and metastasis in small cell lung cancer. Biomed Pharmacother 2016;82:583–8.. [DOI] [PubMed] [Google Scholar]
  • [20].Huang S, Qing C, Huang Z, et al. The long non-coding RNA CCAT2 is up-regulated in ovarian cancer and associated with poor prognosis. Diagn Pathol 2016;11:49. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [21].Wang L, Duan W, Yan S, et al. Circulating long non-coding RNA colon cancer-associated transcript 2 protected by exosome as a potential biomarker for colorectal cancer. Biomed Pharmacother 2019;113:108758. [DOI] [PubMed] [Google Scholar]
  • [22].Zhang X, Xu Y, He C, et al. Elevated expression of CCAT2 is associated with poor prognosis in esophageal squamous cell carcinoma. J Surg Oncol 2015;111:834–9.. [DOI] [PubMed] [Google Scholar]
  • [23].Liu Y, Wang D, Li Y, et al. Long noncoding RNA CCAT2 promotes hepatocellular carcinoma proliferation and metastasis through up-regulation of NDRG1. Exp Cell Res 2019;379:19–29.. [DOI] [PubMed] [Google Scholar]
  • [24].Zhou N, Si Z, Li T, et al. Long non-coding RNA CCAT2 functions as an oncogene in hepatocellular carcinoma, regulating cellular proliferation, migration and apoptosis. Oncol Lett 2016;12:132–8.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [25].Bruix J, Gores GJ, Mazzaferro V. Hepatocellular carcinoma: clinical frontiers and perspectives. Gut 2014;63:844–55.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [26].Cantisani V, David E, Meloni FM, et al. Recall strategies for patients found to have a nodule in cirrhosis: is there still a role for CEUS? Med Ultrason 2015;17:515–20.. [DOI] [PubMed] [Google Scholar]
  • [27].Schlachterman A, Craft WW, Jr, Hilgenfeldt E, et al. Current and future treatments for hepatocellular carcinoma. World J Gastroenterol 2015;21:8478–91.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [28].Kwok ZH, Tay Y. Long noncoding RNAs: lincs between human health and disease. Biochem Soc Trans 2017;45:805–12.. [DOI] [PubMed] [Google Scholar]
  • [29].Shi X, Sun M, Liu H, et al. Long non-coding RNAs: a new frontier in the study of human diseases. Cancer Lett 2013;339:159–66.. [DOI] [PubMed] [Google Scholar]
  • [30].Esteller M. Non-coding RNAs in human disease. Nat Rev Genet 2011;12:861–74.. [DOI] [PubMed] [Google Scholar]
  • [31].Wapinski O, Chang HY. Long noncoding RNAs and human disease. Trends Cell Biol 2011;21:354–61.. [DOI] [PubMed] [Google Scholar]
  • [32].Du Z, Fei T, Verhaak RG, et al. Integrative genomic analyses reveal clinically relevant long noncoding RNAs in human cancer. Nat Struct Mol Biol 2013;20:908–13.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [33].Gibb EA, Vucic EA, Enfield KS, et al. Human cancer long non-coding RNA transcriptomes. PLoS One 2011;6:e25915. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [34].Ruan R, Zhao XL. LncRNA CCAT2 enhances cell proliferation via GSK3beta/beta-catenin signaling pathway in human osteosarcoma. Eur Rev Med Pharmacol Sci 2018;22:2978–84.. [DOI] [PubMed] [Google Scholar]
  • [35].Zhao C, Qiao C, Zong L, et al. Long non-coding RNA-CCAT2 promotes the occurrence of non-small cell lung cancer by regulating the Wnt/beta-catenin signaling pathway. Oncol Lett 2018;16:4600–6.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [36].Mokdad AA, Singal AG, Marrero JA, et al. Vascular invasion and metastasis is predictive of outcome in barcelona clinic liver cancer stage c hepatocellular carcinoma. J Natl Compr Canc Netw 2017;15:197–204.. [DOI] [PubMed] [Google Scholar]
  • [37].Osorio FM, Vidigal PV, Ferrari TC, et al. Histologic grade and mitotic index as predictors of microvascular invasion in hepatocellular carcinoma. Exp Clin Transplant 2015;13:421–5.. [DOI] [PubMed] [Google Scholar]

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