1. Upregulated MiR-183-5p in HCC was associated with SOR resistance.
We first downloaded the miRNA expression data of liver cancer tissue specimens (370) and adjacent cancer tissue samples (50) from the TCGA database (http: //www. targetscan.org/)., and analyzed the difference between the expression of miR-183-5p (Fig 1A, B), which showed that the expression of miR-183-5p in liver cancer tissues was significantly higher than that of normal tissues. Then we analyzed the expression of miR-183-5p in three HCC cell lines and normal hepatic cells by RT-qPCR. The results revealed significantly upregulated expression of miR-183-5p in HCC cell lines compared with the normal hepatic cells (Fig. 1C). In addition, we showed differences in the expression levels of miR-183-5p between three HCC cell lines (MHCC97H, HepG2 and Huh-7) and found that Huh-7 cells expressed higher levels of miR-183-5p than Hep3B and MHCC97H cells. We further analyzed the relationship between miR-183-5p and sorafenib resistance of HCC. CCK-8 results shown that Huh7 cells with higher expression levels of miR-183-5p were more resistant to sorafenib than Hep3B and MHCC97H cells with the lower expression levels of miR-183-5p (Fig. 1D). Based on these data, miR-183-5p expression is significantly correlated with sorafenib resistance of HCC.
Initially, we retrieved miRNA expression data for 370 liver cancer tissue specimens and 50 adjacent cancer tissue samples from the TCGA database (available at http://gepia.cancer-pku.cn/ ). A substantial upregulation of 183-5p expression was obtained in liver cancer tissues compared to non-cancer tissue (Fig 1A, B). Subsequently, it was assessed miR-183-5p expression in three HCC and normal hepatic cell lines, using RT-qPCR, demonstrating 1.9-fold upregulation of miR-183-5p in HCC cell lines compared to normal hepatic cells (p<0.05) (Fig. 1C). We also observed that upregulation of miR‑183‑5p was in order of Huh-7, Hep3B and MHCC97H cells. Additionally, it was analyzed that the correlation between miR-183-5p and sorafenib resistance in HCC, showing that there was correlation between miR-183-5p and sorafenib resistance in HCC, i.e. the higher miR-183-5p, the more resistance of SOR from these HCC cell lines (Fig. 1D).
Fig. 1: miR-183-5p Upregulation in Human HCC Cell lines correlates with SOR resistance. Bioinformatics support miR183 was higher in HCC than the control, which was consistent with our finding that upregulated in three HCC cell lines. Additionally, a correlation between miR183 expression and SOR resistance. Our data suggest miR183 plays an important role in the pathogenesis of HCC, particularly relating to the SOR sensitivity during the treatment.
A. Overall difference analysis of miR-183-5p expression between HCC (n=370) and adjacent non-HCC tissue (n=50), ***P<0.001.
B. Pairwise comparison of miR-183-5p expression between HCC (n=50) and adjacent non-HCC tissue (n=50), ***P<0.001.
C. Relative expression of miR-183-5p mRNA, assessed by the RT-qPCR method in non-HCC and HCC cell lines (n=3), **P<0.01, ****P<0.0001.
D. SOR IC50 detection using the CCK-8 assay in HCC cell lines (MHCC97H, HepG2, and Huh7).
2. miR-183-5p promotes SOR resistance in hepatoma cells
To determine the potential role of miR-183-5p in SOR resistance, it was manipulated the expression of miR-183-5p in HCC cell lines using transfection (Fig. 2A). The miR-183-5p mimic transfected HCC cells increased SOR resistance, supported by a decrease in the 50% inhibitory concentration (IC50). Conversely, miR-183-5p inhibitor transfected HCC cells increased sensitivity to SOR, reflected in an elevated IC50 (Fig. 2B). miR-183-5p mimic significantly lower apoptosis rates in HCC cells following SOR treatment, compared to that in the miR-NC and untransfected groups, using flow cytometric analysis (Fig. 2C).
Fig. 2: miR-183-5p promotes SOR Resistance in HCC Cells.MiR183 inhibitor enhanced SOR sensitive, but mimics reduced the sensitive from the different HCC cell lines. This is in line with our findings above, suggesting the miR183 is a good therapeutic target molecule in responses to SOR treatment.This is further supported by the apoptotic rate from HCC cells, i.e. the higher miR183 and the lower apoptosis, consistent with drug resistance.
A. qRT-PCR analysis of the transfection efficiency of miR-183-5p mimics and inhibitor in HCC, ****P<0.0001.
B. CCK-8 detection of the sorafenib IC50 after transfection with miR-183-5p mimics and inhibitor.
C. Flow cytometry analysis of sorafenib-induced apoptosis rates after transfection with miR-183-5p mimics and inhibitor, ****P<0.0001.
3. miR-183-5p targets SOCS6 in HCC cell lines
Specific gene targets of miR-183-5p were identified using TargetScan, a publicly accessible miRNA prediction database (http://www.targetscan.org/). From the multitude of predicted targets, SOCS6, recognized as a tumor suppressor associated with drug resistance, was singled out (Fig. 3A). Interestingly, the levels of SOCS6 mRNAs and proteins increased with the miR-183-5p inhibitor but remained unchanged in HCC cells following miR-183-5p overexpression (Fig. 3B, C). These findings affirm that SOCS6 is a direct target of miR-183-5p, suggesting a potential link between miR-183-5p and sorafenib resistance in HCC cells.
Fig. 3 miR-183-5p targets SOCS6 in HCC cell lines. A.
Bioinformatics suggesting that SOCS6 is a target for miR183 in HCC. We validated that miR inhibitor enhanced the production of SOCS6, but miR mimics showed no significant change of SOCS6. Our data suggest that SOCS6 is a target for miR following the inhibitor. However miR183 wasn’t significantly modified following the mimics, we speculate it may be attributed to the fact that miR183 was saturated in the HCC cells, and no add on effect.Target gene prediction map. B. SOCS6 mRNA expression levels were detected by RT-qPCR after transfection of miR-183-5p mimics and inhibitor, *P<0.05, **P<0.01. C. SOCS6 protein expression levels were detected by western blot after transfection of miR-183-5p mimics and inhibitor, ****P<0.0001.
4. SOCS6 is a key factor in SOR-induced death of hepatoma cells
To investigate the impact of SOCS6 on SOR-induced death in HCC cells, a HCC cell line overexpressing SOCS6 was generated (Fig. 4A). Our findings demonstrated that HCC cells with overexpressed SOCS6 were more sensitive to SOR than the control, as evidenced by an increase in the IC50 (Fig. 4B). The apoptosis rate in the HCC cells overexpressing SOCS6 with SOR treatment significantly surpassed the apoptosis rate induced in the control (Fig. 4C). These results affirm the pivotal role of SOCS6 in sorafenib-induced death of liver cancer cells, highlighting that overexpression of SOCS6 promotes drug resistance in HCC against SOR.
Fig. 4: SOCS6 in SOR-Induced Death of HCC.
A. Transfection efficiency of SOCS6 in HCC was assessed through RT-qPCR and western blot analysis, ****P<0.0001.
B. CCK-8 assay illustrating sorafenib IC50 after the overexpression of SOCS6.
C. Flow cytometry analysis of the sorafenib-induced apoptosis rate following SOCS6 overexpression, ***P<0.001, ****P<0.0001.
5. miR-183-5p inhibits the JAK2/STAT3 Pathway by targeting SOCS6
To elucidate potential interactions among miR-183-5p, SOCS6, and JAK2/STAT3, it was determined that the expression of SOCS6, p-JAK2, JAK2, p-STAT3, and STAT3 proteins, using Western blot following miR-183-5p inhibition and overexpression. A significant decrease (how much?) in the relative expression of p-JAK2 and p-STAT3 proteins following miR-183-5p inhibition, while the relative expression of JAK2 and STAT3 proteins remained unchanged. Conversely, there were no significant changes in p-JAK2, p-STAT3 proteins, JAK2, and STAT3 proteins after miR‑183‑5p overexpression (Fig. 5A, B). Furthermore, SOCS6 exhibited a similar effect after either overexpression and inhibition of miR-183-5p (Fig. 5C). These findings suggest that miR-183-5p may enhance the JAK2/STAT3 signaling pathway by inhibiting SOCS6.
Fig. 5: miR-183-5p Inhibits the JAK2/STAT3 Pathway by Targeting SOCS6.
A, B. Western blot analysis of SOCS6, phospho-JAK2, JAK2, phospho-STAT3, and STAT3 expression in HCC cells after transfection with miR-183-5p mimics and inhibitor, ****P<0.0001.
C. Western blot analysis of SOCS6, phospho-JAK2, JAK2, phospho-STAT3, and STAT3 expression in HCC cells following overexpression of SOCS6, ***P<0.001, ****P<0.0001.