Abstract
Background
Ubiquitin-specific protease 7 (USP7) is a de-ubiquitin enzyme that plays an essential role in multiple cancers and becomes a target for treatment. However, the role of USP7 and its therapeutic value for HCC remains unclear.
Methods
USP7 expression was examined in HCC tissues by western blot and immunohistochemistry. The correlation of USP7 and HCC prognosis was analyzed by Kaplan–Meier survival method. Mass spectrometry was determined and cell proliferation and tumorigenicity assays were conducted in vitro and in vivo treated by P22077 and sgRNA-USP7.
Results
USP7 expression was significantly increased in HCC and associated with its progression. Interestingly, many HCC cells are sensitive to USP7 inhibition by using P22077. P22077 treatment not only induced cell death but also inhibited cell proliferation and migration in Huh7 and SK-Hep1 cells. In a xenograft model, P22077 efficiently inhibited tumor growth. In chemo-resistant HCC cells, P22077 decreased cell sensitivity to chemotherapy. In addition, mass spectrometry reveals 224 of significantly changed proteins upon P22077 treatment.
Conclusions
We demonstrate a critical role of USP7 in HCC devolvement and chemoresistance. Disruption of USP7 function results in dis-regulated several key biological processes and subsequently activates BAX. USP7 might be a novel and drug-able target in HCC.
Keywords: Hepatocellular carcinoma, Ubiquitin-specific protease 7, P22077, Apoptosis, Migration
Background
HCC is one of the most common malignant tumors in the world, and its mortality has increased year by year [1]. Deaths caused by HCC worldwide has increased at a greater rate compared to all other cancer [2]. The advanced cancer-stage patients were treated with chemotherapy or radiation which can be used along with surgery. However, these therapeutic protocols frequently result in the occurrence of drug resistance in the cancer cells to the treatment [3, 4]. Therefore, it is particularly important to identify more efficient treatment for HCC.
Deubiquitinase is involved in the regulation of cell cycle progression, signal transduction pathway regulation, gene expression, DNA damage repair and chromosome segregation [5, 6]. USP7 is a member of the deubiquitinating enzymes families and contains five consecutive ubiquitin-like regions (UBLs) [7]. USP7 was involved in host-virus interaction, DNA damage and repair, gene expression and protein function regulation, immunization and others cellular process [8]. USP7 plays a multifaceted role and is involved in the development of a variety of tumors, including esophagus cancer, myeloma and ovarian cancer [9–11]. USP7 also regulated the expression of a variety of tumor suppressor genes. In cancer, USP7 could stabilize MDM2 by de-ubiquitination and subsequently promotes degradation of P53 specifically [12]. Moreover, USP7 impacts mainly on the nuclear activities of PTEN and FOXO, which were forced to the nucleus by USP7 inhibition and sufficient to induce cancer cells apoptosis [13, 14]. In HCC, USP7 was highly expressed in cancer tissues [15]. USP7 could inhibit the ubiquitination of P65 and stabilize the expression of P65, thereby promoting the progress of hepatoma cancer [16]. In addition, reported data supports that USP7 can be used as a new independent prognostic factor for liver cancer [17]. However, compared to extensive studies regarding USP7 in several other cancers, the function of USP7 in HCC remains to be fully addressed.
In recent years, due to the critical role of USP7, its inhibitors have been interested for cancer treatment. Earlier studies showed that the small molecule compounds HBX 41,108 were regulated the expression of P53 by inhibiting the de-ubiquitination activity of USP7 and suppressed the growth of cancer cells [18]. The USP7 inhibitor P5091 inhibits Ewing’s sarcoma growth and extends survival time by combined with other treatments [19]. Recently, a novel small molecule (P22077) that specifically inhibits the function of USP7 has been developed. In vitro assays indicate that P22077 showed low dose inhibitory activity against cancer cell lines via a p53-dependent and p53-independent mechanism [20]. In addition, not only the tumor cell growth was significantly delayed after knocking down USP7, but also the cellular toxicity of paclitaxel and docetaxel but not carboplatin and cisplatin was enhanced significantly [21]. However, it is still unknown whether P22077 has therapeutic potential in the treatment of HCC. Here, we revealed an important role of USP7 in HCC and targeting USP7 might be an efficient way to kill HCC cells. The USP7 inhibitor also has synergetic effect with chemotherapeutic drug in the killing of HCC.
Materials and methods
HCC tissue and cells
The HCC fresh tissue from HCC patients (Affiliated hospital of Nantong University). The liver cell (LO2) and HCC cells (SMMC-7721, SK-Hep1, HepG2, Huh7) were purchased from ATCC (USA). LO2 was cultured in 1640 DMEM + 10% FBS. HCC cells were cultured in DMEM + 10% FBS. All cells lines were cultured in 37 °C with 5% CO2 concentration.
Immunohistochemistry (IHC) and evaluation
The paraffin-embedded tissues sections from 100 matched pairs of liver adenocarcinoma and nonmalignant liver tissue of the same patients. The tissues were heated at 60 °C for 45 min and deparaffinized using a graded ethanol series. Then, these tissue sections were incubated in sodium citrate buffer and heated for antigen retrieval and endogenous peroxidase activity was blocked by soaking in 0.3% hydrogen peroxide. USP7 (Santa Cruz, CA, USA) was incubated for 1 h at room temperature. The second antibody was then incubated. All sections were counterstained with hematoxylin, dehydrated and evaluated. Staining of USP7 in the tissues was reviewed and scored independently by two pathologists blinded to the clinical data. The intensity of immunostaining was documented as 0–3 (0, negative; 1, weak; 2, moderate; 3, strong). The percentage of immunoreactive cells was documented as 1 (0–25%), 2 (26–50%), 3 (51–75%), and 4 (76–100%). Under these conditions, the optimum cut-off value of samples were respectively classified as low and high expression USP7 by receiver operating curve (ROC) analysis. The area under the curve (AUCs) at different cut-off values of USP7 for different years of overall survival time were calculated.
Antibodies and reagents
The USP7 inhibitor P22077 and Doxorubicin (Dox) was purchased from Selleckchem (Houston, TX, USA), dissolved and diluted in dimethyl sulfoxide (DMSO; Sigma, St. Louis, MO, USA), and stored at − 20 °C, DOX was keep from light. The antibodies were used in Western Blot: anti-USP7 (Santa Cruz Biotechnology, Santa Cruz, CA, USA), anti-H3, anti-H3K4me2, anti-Bax, anti-GAPDH (Cell Signaling Technology, Inc, Beverly, MA, USA).
Western blot analysis
The whole cell lysates come from the cell which were treatment with USP7 inhibitor for 48 h at the indicated doses, and was measured using western blot analysis. The protein were subjected to SDS-PAGE and transferred to PVDF membranes (New England Nuclear, Boston, MA,USA). Subsequently,the PVDF was membranes was blocked with 5% nonfat dry milk with TBS-T which containing Tris-buffered saline and 0.1% Tween-20. Probed with the primary antibodies. After washing with them TBS-T buffer, the cell lysates were incubated with the secondary antibody. The chemiluminescence system (Bio-Rad, USA) was used to detect the protein expression.
CRISPR- sgRNA construction
We designed two sgRNA to knock out the potential sequence of USP7. The vector plasmids were digested by BSPQI enzyme (New England Biolads) at 50 °C for one hour. The sense and antisense sgRNA oligos targeting the predicted super-enhancer locus were annealed at 90 °C for 20 min followed by cooling at room temperature for an hour. The annealing buffer was as following: 10 mM Tris (pH 7.5), 1 mM EDTA and 50 mM NaCl. The ligation was executed with T4 DNA ligase (New England Biolads) at 16 °C overnight. All plasmids were validated by using enzyme digestion and direct DNA sequencing.
Cell transfection
Place the cells into a 6-well plate at the appropriate density. After the cells adhere to the cells within 24 h, transfection is performed. Lipofectamine 2000 was diluted in DMEM medium at various concentrations to find the optimal transfection dose per cell. Mix appropriate amounts of DNA and Lipofectamine 2000 with a little DMEM, respectively, and incubate for 5 min at room temperature. Finally, the DNA was mixed with Lipofectamine 2000 and incubated for 15 min, then added to the cell culture medium, and the medium was changed 6 h after transfection. Due to the high transfection efficiency of the HEK293T cell line, all of our SgRNA transfection was performed first in HEK293T cells. After confirming its knockout in HEK293T cells, stable cell lines with corresponding knockouts will be established in tumor cells.
Establishment of stable cell lines
To construct stable USP7 knockout cell line, SK-hep1 cells and Huh7 cells were transfected by SgUSP7-1, SgUSP7-2 plasmids and transfected by epi-CRISPR vector plasmid as control. After 48 h of transfection, the medium was changed by complete medium containing 1 μg/ml puromycin (InvivoGen). Puromycin-containing medium was further used for additional 2 weeks to select the resistant cells until the stable cell line was established, and always use a concentration of 0.5 μg/ml puromycin to maintain.
Cellular immunofluorescence assays
Suitable cells were in 24-well plate treated with P22077 for 12 h, subsequently, cells treated with Dox at indicated doses for 48 h. Cells were fixed by 4% Paraformaldehyde after the cells rinsed by PBS for 3 times. Cells were closed with Triton X-100 for 30 min and then using anti-USP7 antibody at overnight. After washing with the PBS, the cells were stained with fluorescent dyes (Themorfer, USA) for 2 h and take photos from the light.
CCK-8 assays
The cell proliferation and viability were detected by the cell counting kit-8 (CCK-8; Best Bio, Shanghai, China) assay. Cells were inoculated into 96-well plates at a density of 2 × 104/well and cultivated for 24 h. Each well incubated with CCK-8 reagents for another at the same time on consecutive days. Last, the automated plate reader was used to read the absorbance at a wavelength of 450 nm.
Flow cytometric assays
Cells were treated with P22077 or Dox for 48 h were prepared for the apoptosis detection assay. Cells were washed in PBS at least three times, resuspended in 195 μl of binding buffer and incubated with Annexin V-fluorescein isothiocyanate (Best Bio, Shanghai, China) for 15 min in the dark. By followed, cells were incubated with PI (Best Bio, Shanghai, China) in the dark for 5 min, then analysed by flow cytometry (Beckman Coulter Inc., USA) processes.
Colony formation assays
500–1000 cells in a six-well plate were incubated for 24 h and then p22077 were added to stimulating the cells for 2 weeks. Colonies which were formed macroscopic, fixed by 4% Paraformaldehyde for 2 h and the purple crystal were used to color. The colonies were counted and calculated compared with the control group.
Wound healing assay
The Scratch assays was used to examined the migration of the cell treated with P22077 at indicated doses for 24 h or 48 h. Subconfluent cells of each group were scraped using sterilized 10 µl pipette tips, washed with PBS, and cultured in six-plated. Wound healing was observed under the microscope (USA) and capture the images.
Allograft assay
Four week old male nude mice were purchased from Nantong University Animal Center (Nantong, China) and the SK-Hep1 cell were injected in specific pathogen-free conditions for 5 × 106 cells into left flank of the nude mice. The nude mice were divided into two groups contained the control group and the experimental group with three mice. P22077 was injected into mice at the dose of 10 mg/kg by intraperitoneal injection of the experimental group. All mice were sacrificed after 6 weeks. Tumors were removed, weighed, and fixed in formalin for the subsequent analysis.
Statistical analysis
All statistical analyses were carried out using GraphPad version 5.0 (Graph Pad software, USA). Significance was analyzed using SPSS 15.0 and student’s t-test. All data are shown as means and standard errors of the mean. P < 0.05 was considered indicate a statistically significant.
Results
USP7 overexpression correlates with HCC progression
USP7 acts as a deubiquitinating enzyme not only contributes to tumorigenesis but also plays critical role in response to therapy. It becomes one of most interesting drug-able targets in cancers but its role as well as potential therapeutic value in HCC remains unclear. We firstly explored USP7 expression using WB in 8 paired HCC tissues. In majority of cases, USP7 was overexpressed in most of HCC tissues than adjacent tissues (Fig. 1a). To further confirm this finding, we examined the expression and distribution of USP7 in HCC tissues by IHC. As showed in Fig. 1b, adjacent liver tissues showed negative staining or slight positive staining, while HCC tissues possess large amount of USP7 and USP7 predominantly locates in the nucleus (Fig. 1b). In the cohort of 100 HCC patients, USP7 expression is highly correlated with unfavorable clinical outcomes (Fig. 1c). Together, our results clearly demonstrate that USP7 is correlated with patient outcome. To further explore the role of USP7 in HCC development, we analyzed which factors are associated with the level of USP7. We divided HCC patients into different groups based on the IHC scores of USP7. As shown in Table 1, high USP7 level was associated with tumor size (P = 0.018), tumor differentiation (P = 0.007), advanced TNM stage (P = 0.004) and liver cirrhosis (P = 0.025). These results indicates that USP7 plays a critical role in the development of HCC and its expression is associated with patients’ outcome.
Table 1.
Parameters | Total | USP7 expression | P value | |
---|---|---|---|---|
High | Low | |||
Sex | 0.362 | |||
Male | 82 | 39 | 43 | |
Female | 18 | 10 | 8 | |
Age (years) | 0.487 | |||
< 50 | 42 | 20 | 22 | |
≥ 50 | 58 | 29 | 29 | |
AFP (ng/ml) | 0.556 | |||
< 400 | 67 | 33 | 34 | |
≥ 400 | 33 | 16 | 17 | |
Tumor size (cm) | 0.018* | |||
< 5 | 40 | 14 | 26 | |
≥ 5 | 60 | 35 | 25 | |
Tumor number | 0.247 | |||
Single | 82 | 42 | 40 | |
Multiple | 18 | 7 | 11 | |
Tumor differentiation | 0.007* | |||
I-II | 75 | 31 | 44 | |
III | 25 | 18 | 7 | |
Portal vein tumor thrombus | 0.149 | |||
Yes | 25 | 15 | 10 | |
No | 75 | 34 | 41 | |
TNM stage | 0.004* | |||
I-II | 34 | 10 | 24 | |
III-IV | 66 | 39 | 27 | |
HBV infection | 0.548 | |||
Yes | 76 | 37 | 39 | |
No | 24 | 12 | 12 | |
Liver cirrhosis | 0.025* | |||
Yes | 65 | 37 | 28 | |
No | 35 | 12 | 23 |
HCC hepatocellular carcinoma, AFP α-fetoprotein, HBV hepatitis B virus, TNM topography, lymph node, metastasis. Statistical analyses were performed by the Pearson χ2 test
* P < 0.05 was considered significant
USP7 is required for survival in HCC cells
Due to the high expression of USP7 in HCC and the correlation between USP7 and patients outcome, we examined whether HCC cells relies USP7 for survival. The USP7 inhibitor P22077 was used to treat a panel of HCC cell lines (Huh7, HepG2, SK-Hep1, SMMC-7721) and control cells (LO2). After treatment for 24 h, the viability of Huh7 and SK-Hep1 is significantly reduced under the dose of 10 or 20 µM. Under the same condition, P22077 has minimal effect on control cells (LO2) as well as HCC cells (HepG2, SMMC-7721) (Fig. 2a). Increased treatment time further induces cell death in HuH7 cells and SK-Hep1 cells (Fig. 2b). The same results were also confirmed in USP7 deficient stable cell lines including HuH7 and SK-Hep1 in Additional file 1: Figure S1c. Flowcytometry analysis demonstrated that P22077 treatment induces apoptosis in Huh7 and SK-Hep1 cells but not in SMMC-7721 cells (Fig. 2c). We chose SK-Hep1 USP7 stable cells to reach the same conclusion (Additional file 1: Figure S1e). Microscopic images of cell morphology further showed that P22077 dramatically induced cell death in Huh7 and SK-Hep1 cells but not in SMMC-7721 cells (Fig. 2d). Consistently, we found that the function of USP7 is essential of partial of HCC cells.
Effect of P22077 on colony formation and migration
We further verify the potential anti-tumor ability of P22077 on HCC cells, Huh7 and SK-Hep1 were treated with P22077 at a concentration of 5 µM, 10 µM and 20 µM. As shown in Fig. 3a, the number of cell foci were obviously decreased in lower dose, the higher dose almost completely abolished the anchor dependent colony-forming ability of these two cells. The similar result was shown in Fig. 2b, P22077 drastically reduced ability of anchor-independent colony formation in Huh7 and SK-Hep1 (Fig. 3b). Subsequently, in vitro scratch assays were undertaken. Compared with DMSO group, Huh7 and SK-Hep1 exhibited delayed wound healing after treated with P22077 for 24 h or 48 h (Fig. 3c). Colony formation, anchor-independent colony formation and scratch assays are also verified in USP7 deficient stable cells including SK-Hep1 and Huh7 (Additional file 1: Figure S1 a, b, f). Taken together, USP7 is required for HCC colony formation and migration.
P22077 inhibits the growth of HCC in vivo
Next, we examined whether P22077 could inhibits the growth of HCC in vivo. Hepatoma cells SK-Hep1 were injected subcutaneously in nude mice with concentration of 5 × 106/cell. We divided the nude mice into two groups and treated them with DMSO and P22077, respectively. P22077 was injected intraperitoneally at 10 mg/kg for once every 2 weeks. All mice were sacrificed after 6 weeks, the tumors were weighted and photographed. Compared with DMSO-treated group, P22077 significantly inhibited the tumor growth (Fig. 4a, b). The weight of tumor mass in P22077-treated group was significantly decreased compared to control group (Fig. 4c). Our results revealed that P22077 is a potential anti-tumor drug for significantly inhibiting tumor growth.
P22077 promotes the cellular toxicity of Dox on HCC cells
By considering the potential application of P22077 in HCC therapy, we tested whether P22077 enhances the killing effect of chemotherapy. Previous experiments have shown that the tested concentration of P22077 has no significant effect on SMMC-7721 and HepG2 cells (Fig. 5a, b). We tested whether P22077 can increase the toxicity of Dox in SMMC-7721 and HepG2. Interestingly, SMMC-7721 and HepG2 are resistant to Dox in our tested doses. However, in the presence of P22077, SMMC-7721 and HepG2 cells are responsive to Dox and show a dose-dependent death. Doxorubicin has inherent fluorescence and thus can be visualized in cells. Consistent with cellular toxicity, the number of Dox-positive cells was significantly increased in the combination with P22077 (Fig. 5c). It suggests that P22077 might help Dox to enter nucleus. To test this hypothesis, we monitored the distribution of Dox in a course of P22077 treatment. As shown in Fig. 5d, Dox early enter into nucleus with the help of P22077. Taken together, our results indicate critical role of USP7 in cancer development and chemoresistance.
P22077 treatment affects multiple essential biological processes and activates pro-apoptotic protein BAX
Our results indicate that USP7 is a potential target for HCC treatment. To systematically understand the molecular mechanisms, we used mass spectrometry to globally analyze the protein change in response to P22077 treatment. In total, we identified 224 of significant changed proteins. Seventy-one of them are down-regulated while 153 of them are up-regulated (data not shown). Further analysis reveals that down-regulated proteins are enriched in several essential biological processes such as translational initiation, protein targeting to membrane, viral transcription, non-sense-mediated RNA decay (Fig. 6a). Up-regulated proteins are enriched in cell–cell adhesion, protein folding, protein transport, signal transduction and cell proliferation (Fig. 6b). This results suggest that USP7 is involved in many essential pathways in HCC. By looking at each down-regulated proteins, we interestingly found histone H3 is one of most affected protein after P22077 treatment. Due to the critical role of histone H3 in epigenetic regulation of transcription, we further confirmed the result obtained from mass spectrometry by WB. As shown in Fig. 6d, P22077 treatment slightly reduced the level of histone H3 in Huh7 and SK-Hep1 cells. The effect is much potent in the high dose of P22077. P22077 treatment also reduces the H3K4me2, which is a marker for transcriptional activation (Fig. 6d). Consistently, the P22077-sensative cell lines Huh7 and SK-Hep1 cells have relative high H3K4me2 compared to other tested cells (Fig. 6c). It might be partially explained why Huh7 and SK-Hep1 cells are more dependent on USP7 function. Disruption of the function of USP7 in Huh7 and SK-Hep1 cells greatly induces the expression of BAX, which is a potent inducer for apoptosis (Fig. 6d). Thus, P22077 treatment globally affects the biological processes in HCC and subsequent disruption of essential biological processes further induces BAX-mediated apoptosis.
Discussion
Hepatocellular carcinoma (HCC) is one of the major malignancies in the world [22]. Surgical resection is still the main method of treating HCC [23]. Targeted therapy involving regorafenib, lenvatinib, cabozantinib and ramucirumab has also made great progress [24]. But the rapid development of HCC patients with poor prognosis and morbidity are increasing for years [25]. Therefore, it is urgent to find novel therapeutic strategies to improve patients’ survival.
Expression of deubiquitylase USP7 is reported to be a prognostic factor in osteogenic sarcoma, T-cell lymphoma and ovarian cancers [26–28]. Both the mRNA and protein expressions were obviously increased in HCC which is partly consistent with our results [29]. The higher expression of USP7 is correlated with poorer survival time. Datas indicated that the USP7 inhibitor P5091 was overcoming bortezomib resistance in multiple myelomas by destabilizing NEK2 [30]. However, few studies have reported on another USP7 novel inhibitor P22077. P22077 was reported to induce apoptosis and efficiently inhibit tumor growth USP7-HDM2-p53 axis in neuroblastoma [31]. We got the similar results in HCC cells that P22077 can suppress cell growth. We also observed P22077 treatment could greatly induce dead cells that positive for both Annexin V and PI. The phosphatidylserine (PS) is a lipid that normally restricted to the inner leaflet of the plasma membrane. However during apoptosis, PS exposed on the outer leaflet due to loss of lipid asymmetry. Fluorescently labeled Annexin V can bind to PS and be used to detect PS to measure early and late apoptotic cells. While necrotic cells also show stained with Annexin V due to ruptured membranes that permit Annexin V to access the entire plasma membrane. Therefore, both late apoptotic cells and necrotic cells show positive for Annexin V and PI. Further experiments will be taken to distinguish between late apoptosis or necrosis after P22077 treatment.
Drug resistance is a key factor in poor prognosis for HCC patients. The USP7 inhibitor P5091 has been reported to induce apoptosis of multiple myeloma (MM) cells, and synergistic anti-MM effects can be exerted by multiple drugs. In addition, P5091 inhibits tumor growth and synergizes with other chemotherapeutic agents such as lenalidomide, HDAC inhibitor or dexamethasone to induce synergistic anti-multiple myeloma effect [32, 33].Our data shows P22077 significantly enhances the sensitivity and overcomes resistance of Dox in HCC. Together, we postulate that therapeutic targeting of USP7, using either P22077 or Dox, in patients with HCC may be most effective as an adjuvant therapy.
From the mechanistic aspect, Huh7 cell was treated with P22077 and detected by MS. We found the down-regulated proteins were strongly associated with translational initiation, protein targeting to membrane and viral transcription. These results indicated P22077 restrained HCC proliferation by control the transcription of some oncogenes. In the previous report, P22077 significantly suppressed the growth of human neuroblastoma cell lines which MYCN was amplified [34]. Notably, the up-regulated proteins were involved in signal transduction and cell proliferation. It suggested that P22077 regulates the growth of HCC by various pathway. Obviously, the histone H3 was distinctly decreased, H3K4me2 is a methylated form that is involved in the regulation of epigenetics. Western Blot shows H3 and H3K4me2 were high expression in SK-Hep1 and Huh7 cells. These results indicated P22077 play an anti-proliferation role in HCC through labializing H3 and H3K4me2 with dependent USP7 function. Considerable literature, USP7 was located in nuclear by immunofluorescence, and H3 was a nucleoprotein which usually used be a marker [35]. Histone methylation is an inevitable part of histone modification, including H3K4 monomethylation (H3K4me1), H3K4 demethylation (H3K4me2), H3K4 trimethylation (H3K4me3), H3K9me, H3K27me, H3K36me3, H3K79me, and H3K79me2 [36–38], which involves a variety of biological processes [39]. Therefore, we suspect that the lethal effect of P22077 on liver cancer cells by inhibiting USP7 deubiquitinating of H3, the specific mechanism remains to be further studied.
In summary, our study is the first to report the potential of USP7 inhibitor P22077 therapy for liver cancer. It has shown that P22077 may hold a great promise as a therapeutic drug to improve the outcome of hepatic carcinoma patients. P22077 is able to inhibit cell proliferation and colony formation in response to the marked inhibition of H3 and H3K4me2 in HCC. Given the broad inhibition of P22077 and the antitumor effect in HCC, we suggest P22077 may possess therapeutic potential in the treatment of liver cancer. The above studies indicate that another new direction for the development of such drugs will be the development of synergistic double or even multiple inhibitors, and more deubiquitinases and corresponding inhibitors may be found in the future, making targeted drug therapy for tumors a promising reality.
Conclusions
We demonstrate a critical role of USP7 in HCC devolvement and chemoresistance. Disruption of USP7 function results in dis-regulated several key biological processes and subsequently activates BAX. USP7 might be a novel and drug-able target in HCC.
Supplementary information
Acknowledgements
Not applicable.
Abbreviations
- USP7
ubiquitin-specific protease 7
- HCC
hepatocellular carcinoma
- UBLs
ubiquitin-like regions (UBLs)
- ROC
receiver operating curve
- AUCs
area under the curve
- CCK-8
cell counting kit-8
Authors’ contributions
JL, YF and MX designed this work. WZ and JZ wrote the paper. WZ and JZ performed the experiments. JL, YF, MX, CX and SQ analyzed the data. All authors have approved the present version of the manuscript and have agreed to be accountable for all aspects of the work regarding questions related to the accuracy or integrity of any part of the work. All authors read and approved the final manuscript.
Funding
This study was supported by grants from the Natural Science Foundation of China (Grant Nos. 81472272 and 81602114), the Natural Science Foundation of Jiangsu Province (Grant Nos. BK20161286, BE2019692), Postdoctoral Science Foundation of China (Grant No. 2017M620221, 2019M661909), the Social Development Foundation of Nantong City (Grant nos. MS22018006, MS12019018, MS12019020, JC2019032, MSZ19177 and MS12017002-6), Teaching Research Project of Affiliated Hospital of Nantong University (Tfj 18006) and Jiangsu Government Scholarship for Overseas Studies (JS-2018-122).
Availability of data and materials
The datasets used and analyzed in the current study are available from the corresponding author in response to reasonable requests.
Ethics approval and consent to participate
All applicable international, national, and/or institutional guidelines for the care and use of animals were followed. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.
Consent for publication
Consent to publish has been obtained from all authors.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Wei Zhang, and Jingxin Zhang contributed equally to this work
Contributor Information
Yihui Fan, Email: fanyihui@ntu.edu.cn.
Mingbing Xiao, Email: xiaomingbing@ntu.edu.cn.
Jinxia Liu, Email: liujinxia@ntu.edu.cn.
Supplementary information
Supplementary information accompanies this paper at 10.1186/s12935-020-1109-2.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets used and analyzed in the current study are available from the corresponding author in response to reasonable requests.