LINC01980 is highly expressed and related to poor prognosis in HCC
To reveal novel lncRNAs involved in the development of HCC, a LIHC cohort derived from TCGA was analyzed, which contained 374 tumor samples and 50 normal samples, and 3129 differentially expressed lncRNAs were discovered (Supplementary Table 2). In this study, we mainly focused on the up-regulated top 20 lncRNAs (Fig. 1A), of which HOTTIP [27], DSCR8 [28], LINC01287 [29] were proven to promote HCC progression. And we selected LINC01980 for further investigation, which recently had been reported in ESCC [26] but the mechanisms underlying its function in HCC are still unknown. Through analyzing the TCGA database, we found that LINC01980 was significantly upregulated in HCC tissues compared with that in normal liver tissues (Fig. 1B). In addition, by analyzing the relationship between the expression of LINC01980 and the pathological tumor grade or stage, it was found that the expression of LINC01980 was positively correlated with the tumor grade and stage of HCC patients (Fig. 1C and D). To study the effect of LINC01980 expression on the prognosis of HCC patients, survival analysis was carried out, and the results showed that the overall survival of HCC patients with high LINC01980 expression was significantly worse than that of patients with low expression (Fig. 1E). Subsequently, the qRT-PCR results getting from fifty pairs of HCC tissue samples confirmed the high expression of LINC01980 in HCC tissues compared with adjacent non-tumor tissues (Fig. 1F and G).
In addition, the potential clinical significance of LINC01980 in HCC was explored, by analyzing the relationship between the expression of LINC01980 in fifty pairs of HCC tissue samples and corresponding clinical characteristics of those patients. The results showed that HCC patients with LINC01980 high expression were more likely to lead to extrahepatic (p = 0.015) and lymphatic (p = 0.037) metastasis, compared with patients with LINC01980 low expression (Table 1). Furthermore, the expression of LINC01980 in HCC cell lines with different metastasis potential was assessed via qRT-PCR, and the result showed that LINC01980 was relatively high expression in LM3 and 97H cells with high metastatic potential, and relatively low expression in Hep3B and HLF cells with low metastatic potential (Fig. 1H).
Table 1
Correlation between LINC01980 or E2F5 and clinicopathological characteristics in 50 pairs of HCC patients.
Variable
|
All cases
(n=50)
|
LINC01980 expression
|
P value
|
E2F5 expression
|
P value
|
Low expression
|
High expression
|
Low expression
|
High expression
|
Age (years)
|
|
|
|
|
|
|
|
≥50
|
22
|
12
|
10
|
0.568
|
7
|
15
|
0.022*
|
<50
|
28
|
13
|
15
|
|
18
|
10
|
|
Sex
|
|
|
|
|
|
|
|
Male
|
41
|
21
|
20
|
0.713
|
21
|
20
|
0.713
|
Female
|
9
|
4
|
5
|
|
4
|
5
|
|
Hepatitis
|
|
|
|
|
|
|
|
Positive
|
35
|
19
|
16
|
0.355
|
19
|
16
|
0.355
|
Negative
|
15
|
6
|
9
|
|
6
|
9
|
|
AFP (ng/mL)
|
|
|
|
|
|
|
|
≤400
|
24
|
12
|
12
|
1.000
|
9
|
15
|
0.089
|
>400
|
26
|
13
|
13
|
|
16
|
10
|
|
Liver cirrhosis
|
|
|
|
|
|
|
|
Yes
|
41
|
23
|
18
|
0.066
|
20
|
21
|
0.713
|
No
|
9
|
2
|
7
|
|
5
|
4
|
|
Tumor size (cm)
|
|
|
|
|
|
|
|
≤5
|
22
|
11
|
11
|
1.000
|
9
|
13
|
0.254
|
>5
|
28
|
14
|
14
|
|
16
|
12
|
|
Intrahepatic Metastasis
|
|
|
|
|
|
|
|
Yes
|
19
|
8
|
11
|
0.382
|
7
|
12
|
0.145
|
No
|
31
|
17
|
14
|
|
18
|
13
|
|
Extrahepatic Metastasis
|
|
|
|
|
|
|
|
Yes
|
16
|
4
|
12
|
0.015*
|
4
|
12
|
0.015*
|
No
|
34
|
21
|
13
|
|
21
|
13
|
|
Lymph Node Metastasis
|
|
|
|
|
|
|
|
Yes
|
4
|
0
|
4
|
0.037*
|
1
|
3
|
0.297
|
No
|
46
|
25
|
21
|
|
24
|
22
|
|
Differentiation
|
|
|
|
|
|
|
|
Well-moderated
|
12
|
5
|
7
|
0.508
|
4
|
8
|
0.185
|
Poor-undifferentiated
|
38
|
20
|
18
|
|
21
|
17
|
|
AFP: alpha fetoprotein; P value was calculated by Chi-square test; *Statistically significant.
LINC01980 promotes HCC cell metastasis in vitro and vivo
To investigate the influence of LINC01980 on HCC cell metastatic abilities, Hep3B and HLF cell lines with LINC01980 stably overexpressing or LM3 and 97H cell lines with LINC01980 stably silencing were respectively constructed. The overexpressing or knocking down efficiency was confirmed by qRT-PCR analysis (Fig. 2A and B). Transwell assays showed that up-regulation of LINC01980 contributed to enhancing cell migration and invasion (Fig. 2C-E), whereas down-regulation of LINC01980 inhibited cell migration and invasion (Fig. 2F-H).
To further explore the ability of LINC01980 to promote HCC metastasis in vivo, HLF cell lines with LINC01980 stably overexpressing or 97H cell lines with LINC01980 stably silencing were injected into the tail veins of 6-week-old male BALB/C nude mice. The mice were sacrificed after being injected for 6 weeks. Representative bioluminescent imaging of the different groups is shown in Fig. 2I and L. Compared with the control group, more and stronger bioluminescence signals were found in the lung of LINC01980 overexpressed group (Fig. 2I). In contrast, LINC01980 silenced group showed fewer and weaker bioluminescence signals in the lung than those in the control group (Fig. 2L). The H&E staining analysis indicated that the LINC01980 overexpressed group formed more metastatic nodules in lungs than the control group (Fig. 2J and K), while the LINC01980 silenced group formed fewer metastatic nodules in lungs than the control group (Fig. 2M and N). In summary, LINC01980 promoted HCC cell metastasis in vitro and vivo.
LINC01980 acts as a ceRNA and competitively binds miR-376b-5p
To explore how LINC01980 performs its function in HCC, subcellular localization of LINC01980 in HCC cells was identified by nuclear-cytoplasmic RNA fractionation and FISH assays. The results showed that LINC01980 was localized mainly in the cytoplasm of HCC cells (Fig. 3A and B). Based on the results of subcellular localization, LINC01980 was hypothesized to function as a ceRNA that interacts with specific miRNAs and influences miRNA-mediated biological processes.
To explore the underlying mechanism, the miRNAs that bind with LINC01980 were predicted by LncBase Predicted v.2 (http://carolina.imis.athena-innovation.gr/diana_tools/web/index.php). As shown in Fig. 3C and D, sixteen potential target miRNAs were selected and qRT-PCR assays were conducted to screen the target. The results showed that LINC01980 overexpressing only repressed miR-376b-5p expression among all the candidate genes in Hep3B and HLF cells. Conversely, LINC01980 silencing up-regulated miR-376b-5p expression in LM3 and 97H cells (Fig. 3E). Therefore, LINC01980 might be a ceRNA of miR-376b-5p. Their binding site was predicted by RNAhybrid (http://bibiserv.techfak.uni-bielefeld.de/rnahybrid/) and indicated in Fig. 3F, and a wild type (WT) and a mutated (MUT) LINC01980 luciferase reporter gene were respectively constructed (Fig. 3F). Then, the results of the dual-luciferase reporter assay showed that the luciferase activity was decreased when co-transfected with LINC01980-WT and miR-376b-5p mimic, while co-transfected with LINC01980-MUT and miR-376b-5p mimic displayed no difference (Fig. 3G and H).
Ago2 is a core component of the RNA-induced silencing complex (RISC) that participates in miRNA-mediating mRNA destabilization or translational repression. The Ago2-RIP assay was performed to determine the interaction between LINC01980 and miR-376b-5p. The results showed that endogenous LINC01980 was preferentially enriched in Ago2 compared with control IgG (Fig. 3I) and LINC01980 enrichment was more in miR-376b-5p overexpression groups than that in the miR-Ctrl group (Fig. 3J). These results indicated that LINC01980 and miR-376b-5p were in the same RISC. Moreover, RNA pulldown assays (Fig. 3K) showed that biotin-labeled LINC01980 can enrich more miR-376b-5p compare with antisense-LINC01980 control (Fig. 3L), which demonstrated that LINC01980 directly sponges miR-376b-5p. In addition, the expression of miR-376b-5p in 50 pairs of HCC and adjacent non-cancerous tissues was examined by qRT-PCR. The results showed that miR-376b-5p expression was significantly lower in HCC tissues than adjacent non-tumor tissues (Fig. 3M and N). Consistent with the results in the StarBase website, the expression of miR-376b-5p was lower in cancer tissues (Fig. 3O). To further explore the correlation between LINC01980 and miR-376b-5p, spearman’s correlation analysis was performed, and miR-376b-5p expression was found to be negatively correlated with LINC01980 expression in tumor tissues (Fig. 3P), which is also consistent with the result analyzed by the StarBase website (Fig. 3Q).
E2F5 is a downstream target of miR-376b-5p
Considering that miRNAs exert their function by modulating the expression of target genes, three bioinformatics databases (miRDB, DIANA, and TargetScan) were used to predict the potential targets of miR-376b-5p. As shown in Fig. 4A, eleven targets were overlapping in the prediction results of these three databases. Among these genes, only APEX1[30, 31], E2F5 [32, 33], and NEF2L3 [34, 35] have been reported to contribute to the development of liver cancer and tumor metastasis. It is worth noting that only E2F5 expression was positively correlated with LINC01980 expression in HCC tissues through StarBase website analysis (Fig. 4B). According to the results obtained, E2F5 was chosen as our downstream target gene. Through the StarBase website analysis, it is found that E2F5 was overexpressed in cancer tissues (Fig. 4C). Subsequently, the expression of E2F5 in paired HCC tissue samples was detected. As expected, E2F5 was up-regulated in HCC tissue (Fig. 4D and E). And, the potential clinical significance of E2F5 in HCC was explored by analyzing the relationship between the expression of E2F5 in paired HCC tissue samples and corresponding clinical characteristics. The results showed that HCC patients with E2F5 high expression were more likely to predispose to extrahepatic metastasis (p = 0.015), compared with patients with E2F5 low expression (Table 1).
In addition, the expression of E2F5 was positively correlated with LINC01980 expression (Fig. 4F), while negatively correlated with miR-376b-5p expression (Fig. 4G). Moreover, the prognosis of HCC patients was explored by StarBase and Kaplan Meier-plotter websites, and the results certified that higher E2F5 expression predicted shorter overall survival (OS) in both patient cohorts (Fig. 4H and I). Subsequently, Ago2-RIP assays were conducted, and increasing enrichment of LINC01980 and decreasing enrichment of E2F5 transcript on Ago2 were observed in LINC01980 overexpressed HCC cells compared to the controls (Fig. 4J and K). The RIP results indicated that LINC01980 and E2F5 transcript could competitively bind miR-376b-5p in Ago2 (Fig. 4L). Taken together, E2F5 is a direct target of miR-376b-5p in HCC cells.
LINC01980 decoys miR-376b-5p to upregulate its target E2F5
MicroRNAs have often been reported to target the 3′-untranslated region (3′ UTR) of mRNAs to perform functions [36]. Therefore, the potential binding site between miR-376b-5p and 3’UTR of E2F5 was predicted by the TargetScan database. The result showed that the position 207-214 of E2F5 3′ UTR might bind with miR-376b-5p (Fig. 5A). Subsequently, a wild type (WT) and a mutated (MUT) E2F5 3’UTR dual luciferase reporter plasmids in psiCHEK2 were constructed respectively (Fig. 5A). Dual-luciferase reporter assay showed that miR-376b-5p mimic inhibited luciferase activity and the changes were abolished after mutating the binding site (Fig. 5B and C). Moreover, qRT-PCR and western blot demonstrated that overexpressing miR-376b-5p suppressed and knocking down miR-376b-5p promoted the E2F5 mRNA and protein expression (Fig. 5D and E). In conclusion, miR-376b-5p inhibited E2F5 expression through binding to its 3’UTR. In addition, upregulation and downregulation of LINC01980 also positively affected E2F5 expression at both the mRNA and protein levels (Fig. 5F and G). To further investigate the relationship among LINC01980, miR-376b-5p, and E2F5, rescue experiments were performed, and the result showed that the promotive effect of LINC01980 on E2F5 expression was attenuated by miR-376b-5p mimic (Fig. 5H). In contrast, miR-376b-5p inhibitor rescued the repressive effect of LINC01980 silencing on E2F5 expression (Fig. 5I). Moreover, the dual-luciferase reporter assays showed that the cotransfection of miR-376b-5p mimic and LINC01980 weakened the intensive role of LINC01980 to luciferase activity of E2F5 (Fig. 5J and K). Overall, these findings indicated the existence of a LINC01980/miR-376b-5p/E2F5 regulatory axis, and LINC01980 decoyed miR-376b-5p to upregulate its target E2F5.
E2F5 is indispensable for LINC01980-mediated HCC metastasis in vitro and vivo
To verify the ability of LINC01980 to promote tumor metastasis in an E2F5-dependent manner, rescue experiments were performed. First of all, Hep3B and HLF cells were transfected with E2F5 siRNAs (siE2F5-1 and siE2F5-2) against E2F5, while LM3 and 97H cells were transfected with E2F5-overexpressing plasmid. And the overexpressing or knocking down efficiency was confirmed by quantitative RT-PCR analysis and western blot assay (Supplementary Fig. 1A-D). Subsequently, Hep3B and HLF cells stably overexpressing LINC01980 or empty vector were transfected with E2F5 or control siRNA. On the contrary, LM3 and 97H cells stably silencing LINC01980 were transfected with E2F5 overexpression plasmid or empty vector. Transwell assays showed that inhibiting E2F5 expression partially attenuated the promotive effects of LINC01980 overexpression on HCC cell migration and invasion (Fig. 6A and B), while increasing E2F5 expression partially rescued the suppressive effects of LINC01980 knockdown on HCC cells migration and invasion (Fig. 6C and D). Further, western blot assays showed that upregulating LINC01980 increased E2F5 and vimentin protein levels, and decreased E-cadherin protein expression in Hep3B and HLF cells. However, the change of protein level caused by LINC01980 overexpression was reversed by E2F5 siRNA (Fig. 6E). On the contrary, E2F5 overexpression reversed the suppressive effects of LINC01980 knockdown on the E2F5 and vimentin protein levels and abolished the promotive effects of LINC01980 knockdown on the E-cadherin protein levels (Fig. 6F).
As for the lung metastasis model, E2F5 stably silencing or the control cell lines were established in the base of LINC01980 stably overexpressing or control HLF cell lines. These four kinds of cell lines were injected into the tail veins of 6-week-old male BALB/C nude mice. Eight weeks after injection, the mice were sacrificed and representative bioluminescent imaging of the different groups is shown in Fig. 6G. Compared with the LINC01980 overexpressed group, fewer and weaker bioluminescence signals were shown in the lung of LINC01980 overexpressed group with E2F5 stably silencing (Fig. 6G). Furthermore, the H&E results showed that silencing E2F5 inhibited the formation of metastatic nodules caused by LINC01980 overexpression (Fig. 6H and I). Therefore, silencing E2F5 attenuated effective of LINC01980 to promote HCC metastasis in vivo. In summary, E2F5 was proved to be indispensable for LINC01980-mediated HCC metastasis in vitro and vivo.
LINC01980 is induced by the canonical TGF-β/SMAD signaling pathway
TGF-β functions as a potent metastasis stimulator by enhancing the EMT and cancer cell colonization in distant organs [9, 37]. To identify whether LINC01980 was responsive to TGF-β, the LINC01980 level in TGF-β-treated HCC cells was tested by qRT-PCR at different times. The results showed that LINC01980 was significantly induced at 12h after TGF-β treatment (Fig. 7A and B). To investigate whether the SMAD complex was involved in TGF-β-induced LINC01980 expression. Potential SMAD binding sites were predicted by using the online database hTFtarget (http://bioinfo.life.hust.edu.cn/hTFtarget/). It is found that four potential SMAD3/4 binding sites were on the LINC01980 promoter, which located at -1997/-1988 (L1), -1893/-1876 (L2), -1262/-1244 (L3), and -489/-472 (L4) nucleotides from the transcription start site (Fig. 7C). To confirm that LINC01980 was a transcriptional target of SMAD3/4, the promoter region of LINC01980 (-2036 to +64) was cloned into pGL4.17 luciferase reporter plasmid to generate the so-called L1-4 plasmid (Fig. 7C). Then, three different promoter truncations from the L1-4 plasmid were made, respectively containing the different portion of promoter (Fig. 7C): L2-4 (-1936/+64), L3-4 (-1,356/+64), and L4 (-586/+64). Luciferase reporter assay revealed that TGF-β significantly increased the activity of the 2.1-kb LINC01980 promoter and promoter truncations in Hep3B and HLF cells (Fig. 7D and E). And more notably, the luciferase activity of promoter truncation containing L4 binding site was still obviously enhanced by TGF-β (Fig. 7D and E). These results indicated that the L4 binding site might be indispensable for TGF-β-induced LINC01980 transcription. In order to prove this speculation, four potential SMAD3/4 binding sites were mutated, respectively (Fig. 7F). The luciferase reporter assay showed that only L4 mutation prevented luciferase activity from being affected by TGF-β (Fig. 7G and H). This result suggested that the L4 region was indispensable for LINC01980 promoter activities induced by TGF-β in Hep3B and HLF cells. To further prove the interaction between L4 region of the LINC01980 promoter and SMAD complexs, chromatin immunoprecipitation assays (ChIP assays) were performed in Hep3B and HLF cells by using SMAD3 antibodies. The results showed that LINC01980 promoters were efficiently enriched by SMAD3 after TGF-β treatment (Fig. 7I-K). Taken together, these findings demonstrated that TGF-β directly activated LINC01980 transcription through the canonical TGF-β/SMAD signaling pathway in HCC.