Abstract
Cervical cancer is the second most common type of cancer among women worldwide and a leading cause of mortality in women. Metastases reduce the overall survival rate in patients with cervical cancer. Thus, it is clinically urgent to investigate the molecular mechanism of cervical cancer metastasis. The aim of the present study was to investigate the mechanism of microRNA (miR)-378 in the metastasis of cervical cancer. In the present study, miR-378 expression levels were significantly upregulated in cervical cancer tissues and cervical intraepithelial neoplasia III tissues when compared with normal cervix tissues. Re-expression of miR-378 significantly promoted tumor migration and invasion in vitro, and metastasis in vivo, while downregulation of miR-378 suppressed the effect in vitro. Luciferase reporter assay revealed that autophagy-related protein 12 (ATG12) was a direct target of miR-378 and its expression was downregulated by miR-378. In cervical cancer tissues with lymph node metastasis, miR-378 was upregulated while ATG12 was downregulated when compared with lymph node negative cases. To the best of our knowledge, the present study is the first to provide evidence that miR-378 may be associated with ATG12. Collectively, the data of the present study suggested that miR-378 may function as an oncogene by promoting metastasis in cervical cancer. The finding that miR-378 targets ATG12 indicated that miR-378 may have a potential role in autophagy. These findings may provide novel insights into the mechanism of metastasis in cervical cancer and a novel therapeutic target for the treatment of cervical cancer.
Keywords: microRNA-378, cervical cancer, migration, invasion, autophagy-related protein 12
Introduction
Cervical cancer is the second most common cancer among women worldwide and a leading cause of mortality in women (1). The most important risk factor is infection with oncogenic high-risk human papillomaviruses (HPVs), including HPV16 and HPV18 (2). Developments in the diagnosis and treatment in cervical cancer have been observed; however, the five-year survival rate is ~65% in patients with lymph node metastases (3). Thus, it is clinically important to investigate the molecular mechanism of metastasis of cervical cancer.
MicroRNAs (miRNAs/miRs) are small non-coding RNA sequences with ~18–25 nucleotides that modulate translational efficiency or stability by targeting the 3′-untranslated region (3′-UTR) of mRNA. Increasing evidence has demonstrated that miRNAs serve a key role in the progression and oncogenesis of a variety of cancers, including cervical cancer (4), gastric cancer (5), lung cancer (6) and breast cancer (7). In cervical cancer, numerous miRNAs were demonstrated to be involved in cancer initiation, promotion and progression. miR-506 acts as a tumor suppressor by inhibiting cervical cancer growth (8). miR-100 is downregulated in cervical cancer and may regulate cell proliferation, cycle and apoptosis (9). miR-424 functions as a tumor suppressor by inhibiting cell proliferation, migration and invasion of cervical cancer (10). In addition, Wang et al (4) reported that miR-378 was aberrantly upregulated in HPV16/18-positive cervical cancer and the increase of miR-378 may also be induced by oncoprotein E6 and/or E7; however, the detailed mechanism of miR-378 in cervical cancer requires further investigation.
Autophagy-related protein 12 (ATG12) is a member of the ATG family associated with autophagy. Numerous core ATGs in two ubiquitin-like conjugation systems are essential for autophagosome formation. In the first system, ATG12 is activated by ATG7, transferred to ATG10 and ultimately attached to ATG5 (11). In the second system, microtubule-associated protein 1 light chain 3 conjugates to lipid phosphatidylethamine by ATG7 and ATG3. In addition to ATG5, a recent study demonstrated that ATG12 also conjugates to ATG3 (12). The ATG12-ATG3 complex promotes autolysosome formation under nutrient-rich conditions and ATG12-ATG3 interacts with apoptosis-linked gene 2-interacting protein X to promote basal autophagic flux and late endosome function (12). Thus, these previous studies indicated that ATG12 may serve a key role in autophagy; however, the association between miR-378 and ATG12 remains to be investigated.
In the present study, miRNA-378 expression levels were upregulated in cervical intraepithelial neoplasia (CIN) III and cervical cancer tissues. Upregulation of the miRNA-378 expression levels significantly promoted cervical cancer migration and invasion in vitro and in vivo. Furthermore, ATG12 was identified as a functional and direct target of miR-378. These findings may provide novel insights into the molecular mechanism of metastasis in cervical cancer.
Materials and methods
Tissues and cell lines
A total of 185 female patients (Table I) were involved in the present study between January 2012 to January 2016 at the Department of Gynecology, Qilu Hospital of Shandong University (Shandong, China). In total, 60 normal cervix tissues were collected from patients who underwent a hysterectomy due to benign gynecological diseases. Additionally, 70 CIN III tissues were obtained from patients who received cold-knife conization surgery and 55 cervical cancer tissues were collected from patients who underwent radical hysterectomy and were diagnosed with squamous cervical carcinoma. Tissues were frozen in liquid nitrogen and stored at −80°C. Written informed content was obtained from all patients and the present study was approved by the Ethics Committee of Qilu Hospital of Shandong University.
Table I.
Characteristic | Squamous carcinoma of cervix | CIN III | N |
---|---|---|---|
Cases (n) | 55 | 70 | 60 |
Age (years) | 44.2±7.2 | 39.6±7.3 | 48.8±5.6 |
Surgery received | Radical hysterectomy | CKC | Hysterectomy |
Stage | IB-IIA | NA | NA |
Lymph node metastasis (n) | |||
Positive | 17 | NA | NA |
Negative | 38 | NA | NA |
Age values are presented as the mean ± standard deviation. CIN III, cervical intraepithelial neoplasia III; N, normal cervix; CKC, cold-knife conization; NA, not available.
The 2 cervical cancer cell lines, HeLa and C-33A, were employed in the present study. HeLa and C-33A cells were cultured in RPMI-1640 medium (Gibco; Thermo Fisher Scientific, Inc., Waltham, MA, USA) with 10% fetal bovine serum (FBS; HyClone; GE Healthcare Life Sciences, Logan, UT, USA) and 1% penicillin/streptomycin. All cells were incubated in a humidified incubator with 5% CO2 at 37°C.
Oligonucleotide construction and transfection
To investigate the biological function of miR-378 in cell migration and invasion, GIPZ-miR-378 was transfected into C-33A cells to overexpress miR-378, and the miR-378 inhibitor was transfected into HeLa cells to inhibit miR-378. Oligonucleotides including miR-378 mimics (forward, 5′-ACUGGACUUGGAGUCAGAAGG-3′ and reverse, 5′-UUCUGACUCCAAGUCCAGUUU-3′), miR-378 inhibitor (5′-CCUUCUGACUCCAAGUCCAGU-3′) and mimic negative controls (forward, 5′-UUCUCCGAACGUGUCACGUTT-3′ and reverse, 5′-ACGUGACACGUUCGGAGAATT-3′); inhibitor negative control (5′-CAGUACUUUUGUGUAGUACAA-3′) were purchased from Dharmacon (Lafayette, CO, USA). RNA oligonucleotides were transfected at a final concentration of 50 nM using Lipofectamine 2000 (Invitrogen, Carlsbad, California, USA) according to the manufacturer's protocol. Small interfering (si)RNA-ATG12 and scrambled negative control were supplied by Shanghai GenePharma Co., Ltd. (Shanghai, China). The sequences of the siRNA-ATG12 and negative control are as follows: siRNA-ATG12 (forward, 5′-GUUGCAGCUUCCUACUUCATT-3′; reverse, 5′-UGAAGUAGGAAGCUGAACTT-3′), scrambled negative control siRNA was 5′-ACTACCGTTGTTATAGGTG-3′. The miR-378 overexpression construct (GIPZ-miR-378) and control (GIPZ-NC) were provided by Guangzhou Ribobio Co., Ltd. (Guangzhou, China). The multiplicity of infection (MOI) of HeLa and C-33A cell was tested at 10, 20, 40 and 80 using lentiviral transfection. The optimum MOI of HeLa was 10 and MOI of C-33A was 20. Subsequent experiments were performed 48 h after infection.
Reverse transcription-quantitative polymerase chain reaction (RT-qPCR)
Total RNA was extracted from cells or tissues using TRIzol reagents (Invitrogen; Thermo Fisher Scientific, Inc.) according to the manufacturer's protocols. Reverse-transcribed complementary DNA was synthesized at 37°C for 15 min and 80°C for 5 sec using a PrimeScript RT reagent kit (Takara Biotechnology, Co., Ltd., Dalian, China). Quantitative real-time PCR was performed with StepOne plus (Applied Biosystems, Foster City, CA, USA) using SYBR Premix ExTaq (Takara Biotechnology, Dalian, China). For miR-378 detection, U6 was used as an internal reference of miRNA. GAPDH was used as an internal reference of mRNA. The following primers were used: ATG12 (forward, 5′-CTGCTGGCGACACCAAGAAA; reverse 5′-CGTGTTCGCTCTACTGCCC-3′), miR-378 (forward, 5′-GGGACTGGACTTGGAGTCA-3′; reverse, 5′-GTGCGTGTCGTGGAGTCG-3′), U6 (forward 5′-CTCGCTTCGGCAGCACA-3′; reverse, 5′-AACGCTTCACGAATTTGCGT-3′), GAPDH (forward, 5′-GGAGCGAGATCCCTCCAAAAT-3′; reverse 5′-GGCTGTTGTCATACTTCTCATGG-3′).
The following thermocycling conditions were used for detection of mRNAs: Initial denaturation at 95°C for 5 sec; 40 cycles of 95°C for 30 sec, 62°C for 30 sec and 72°C for 30 sec. The following thermocycling conditions were used for detection of miRs: Initial denaturation at 95°C for 15 sec, 40 cycles of 94°C for 15 sec, 55°C for 30 sec and 70°C for 30 sec. All reactions were run in triplicate. The 2−ΔΔCq method was used for quantification (13).
Western blot analysis
A total of 5×106 HeLa cells and 8×106 C-33A cells were harvested and lysed using radioimmunoprecipitation assay lysis buffer (Beyotime Institute of Biotechnology, Shanghai, China). The concentration of cell protein was measured with a Bicinchoninic Acid Protein Assay kit (Bio-Rad Laboratories, Inc., Hercules CA, USA). A total of 30 µg/lane whole cell protein was separated by 10% SDS-PAGE and blotted onto nitrocellulose membranes (EMD Millipore, Billerica, MA, USA) and blocked in Tris-buffered saline containing 0.1% Tween-20 with 5% non-fat milk at room temperature for 1 h. The membranes were then incubated with the following primary antibodies: CCND1 (1:2,000; cat. no. ab21699; Abcam, Cambridge, MA, USA), phosphorylated-Rb (Ser608; 1:5,000; cat. no. 8145S), ATG12 (1:2,000; cat. no. 4180T) (both from Cell Signaling Technology, Inc., Danvers, MA, USA) and β-actin (1:10,000, cat. no. ab49900; Abcam) at 4°C overnight, followed by incubation with the horseradish peroxidase(HRP) conjugated secondary antibodies (anti-mouse IgG; 1:10,000; cat. no. 7076; and anti-rabbit IgG; 1:10,000; cat. no. 7074; both from Cell Signaling Technology, Inc.) at room temperature for 2 h. Protein bands were visualized using the SuperSignal West Pico chemiluminescent substrate (Pierce; Thermo Fisher Scientific, Inc.). Protein band intensity was quantified by using the ImageJ (version 1.6; National Institutes of Health, Bethesda, MD, USA).
Luciferase reporter assay
To investigate the downstream targets of miR-378, putative targets were analyzed using TargetScan (release 3.1; www.targetscan.org/mamm_31/). For the luciferase reporter assay, the pmirGLO dual-luciferase miRNA target expression vector (Promega Corporation, Madison, WI, USA) was employed in the present study to demonstrate the target of miR-378. Using an Effectene transfection reagent according to the manufacturer's protocol (Qiagen GmbH, Hilden, Germany), HeLa and C-33A cells were co-transfected with pmirGLO-ATG12-3′-UTR-wild-type (WT) or pmirGLO-ATG12-3′-UTR-mutant (MUT) plus miR-378 mimic or negative control. MUT 3′-UTR was generated using QuikChange Site-Directed Mutagenesis kit (Stratagene; Agilent Technologies, Inc., Santa Clara, CA, USA). Luciferase activity was detected 48 h post-cell transfection using the GloMax fluorescence reader (Promega Corporation). Renilla luciferase was used as the internal control.
Immunohistochemistry (IHC) assay
Tissues were fixed in 4% paraformaldehyde for 24 h at 4°C, paraffin embedded and cut into 4 µm sections. Slides were deparaffinized and rehydrated using xylene and descending alcohol series. Antigen retrieval was performed at 95°C for 5 min in sodium citrate buffer (10 mM sodium citrate; 0.05% Tween-20; pH 6.0) and washed 3 times for 2 min with PBS. Then slides were blocked with 3% hydrogen peroxidase in methanol and 10% goat serum (Beijing Solarbio Science & Technology Co., Ltd., Beijing, China) for 2 h at room temperature. Slides were incubated with ATG12 antibody (1:500; cat. no. NBP2-15501, Novus Biologicals, LLC, Littleton, CO, USA) overnight at 4°C and then with HRP-labeled goat anti-rabbit IgG (1:50; cat. no. A0208; Beyotime Institute of Biotechnology) antibody for 2 h at room temperature. Streptavidin-horseradish peroxidase was added, and sections were stained with 3,3′-diaminobenzidine(DAB) substrate for 3 min and counterstained with hematoxylin 30 sec at room temperature. For blank controls, the primary antibodies were replaced with PBS solution (100 mM; pH 7.4). All slides were evaluated by two independent investigators without prior knowledge of the clinical data of the specimens. According to staining intensity, specimens were scored as absent (0), weak (1), moderate (2) or intense (3). The tissues with score 0 and 1 were defined as negatively stained, while 2 and 3 defined positive staining of ATG12. The slides were analyzed and imaged using a bright-field microscope (Olympus BX50; Olympus Corporation, Tokyo, Japan).
Cell migration and invasion
Cell migration and invasion potential was evaluated using Transwell inserts (8 µm pores; BD Biosciences, San Jose, CA, USA). All the experiments were repeated 3 times. C-33A/HeLa cells transfected with si-ATG12, GIPZ-miR-378 and miR-378 inhibitor were pre-cultured in RPMI-1640 medium without FBS at 37°C for 24 h in 12-well plates. For the migration assay, 1×105 cells were placed in the top chamber of Transwell plates and incubated at 37°C for 24 h with serum-free RPMI-1640 medium. For the invasion assay, 1×105 cells were placed in the top chamber of Transwell plates, which were pre-coated with extracellular matrix gel (Matrigel) (BD Biosciences) and incubated at 37°C for 24 h with serum-free medium; RPMI-1640 medium with 15% FBS (HyClone; GE Healthcare Life Sciences) was added to the lower chamber as a chemoattractant. Following 48 h incubation, cells remaining on the upper surface were wiped off using cotton swabs and cells on the lower surface were fixed in 4% paraformaldehyde for 30 min at room temperature and stained with 0.1% crystal violet for 30 min at room temperature, and counted under a light microscope (magnification, ×100) in five random visual fields.
Metastasis assay in vivo
Immunodeficient, 5-week old female BALB/c nu/nu mice (Vital River Laboratory Animal Technology Co., Ltd, Beijing, China) were used for the metastasis assay in vivo. A total of 20 mice (10 in GIPZ-miR-378 group and 10 GIPZ-NC group) were kept under specific pathogen free conditions, 12-h light/dark cycle at 20–30°C and all of mice had free access to food and water. A total of 2×106 C-33A cells transfected with GIPZ-miR-378 or GIPZ-NC were injected into mice via a tail vein injection. Following 8 weeks, mice were sacrificed and the lungs were dissected and fixed using 10% formalin for 24 h at 4°C and paraffin embedded. The paraffin blocks were cut into 4 µm thick slices and hematoxylin and eosin staining was performed. Hematoxylin staining was performed for 45 sec and eosin staining for 30 sec, both at room temperature. Histological examination was confirmed under bright-field microscope. All animal experiments were approved by the Ethics Committee of Qilu Hospital of Shandong University.
Statistical analysis
Statistical analysis was performed using SPSS software (version 19.0; IBM Corp., Armonk, NY, USA). Differences in miR-378 expression levels between groups were examined using one-way analysis of variance, followed by a Tukey's post hoc test. Comparisons in cell density, the relative levels of protein expression and the number of tumor foci between the two different transfection groups were presented as the mean ± standard deviation from at least three independent experiments and were analyzed using an unpaired Student's t-test. P<0.05 was considered to indicate a statistically significant difference.
Results
miR-378 is frequently upregulated in CIN III and lymph node positive cervical cancer tissues
Patients enrolled in the present study included 3 subgroups, which were normal cervix (N), CIN III and cervical carcinoma (CA). The clinicopathological characteristics of these tissues were listed in Table I. To determine the expression levels of miR-378, RT-qPCR of N (n=60), CIN III (n=70) and cervical cancer tissues (n=55) was performed. The results revealed that miR-378 expression was significantly increased in CIN III (P<0.01) and CA tissues (P<0.01) compared with N tissues (Fig. 1A). In addition, miR-378 expression levels in lymph node positive (n=17) and negative (n=38) cancer tissues were compared (Fig. 1B), which revealed that the positive group with lymph node metastasis exhibited significantly a higher expression of miR-378 (P<0.05).
Overexpression of miR-378 significantly promotes cell migration and invasion in vitro
In the two cervical cancer cell lines, miR-378 basic expression levels were detected by RT-qPCR analysis. The successful overexpression or inhibition of miR-378 was determined by RT-qPCR analysis (Fig. 2A). In the Transwell assay, overexpression of miR-378 significantly promoted cell migration and invasion in C-33A cells (Fig. 2B and C), and inhibition of miR-378 significantly suppressed migratory and invasive abilities in HeLa cells (Fig. 2B and C).
In addition, the relative expression levels of ATG12, cyclin D1 (CCND1) and retinoblastoma (pRb) in C-33A cells and HeLa cells were detected (Fig. 2D and E). Overexpression of miR-378 in C-33A cells significantly decreased the expression of ATG12, CCND1 and pRb. In addition, the inhibition of miR-378 in HeLa cells increased the expression levels of ATG12, CCND1 and pRb. These findings indicated that miR-378 may have promoted cell migration and invasion in vitro and regulated the expression of numerous key genes.
ATG12 is a direct target of miR-378 and regulates cell metastasis in cervical cancer
To investigate the downstream targets of miR-378, putative targets were analyzed using TargetScan. One conserved putative binding site was reported at 509–515 bp of ATG12 3′-UTR (Fig. 3A). To verify the putative target, a luciferase reporter assay was performed in C-33A and HeLa cells. When cells were co-transfected with miR-378 mimic and pmirGLO-ATG12-3′-UTR-WT, the relative luciferase activity was significantly decreased compared with the miR-control (P<0.01) (Fig. 3B). The luciferase activity was rescued when cells were co-transfected with miR-378 mimic and pmirGLO-ATG12-3′-UTR-MUT (Fig. 3B). These findings indicated that ATG12 may be a direct target of miR-378.
To further validate whether ATG12 is downregulated by miR-378 in cancer tissues, the expression of ATG12 in lymph node positive and negative cervical cancer samples was detected by IHC analysis (Fig. 3C). ATG12 expression levels between the two groups were significantly different as they were upregulated in the lymph node negative group (52.9% positive) compared with in the lymph node positive group (20% positive; P<0.05; Fig. 3D). Combined with the data presented in Fig. 1B, the results indicated that ATG12 expression levels were inversely associated with miR-378 expression in cervical cancer cases with or without lymph node metastasis.
To evaluate the function of ATG12 in cell metastasis, in vitro migration and invasion assays were conducted using C33-A cells. Cells transfected with si-ATG12 exhibited decreased expression of ATG12 mRNA and protein, compared with cells transfected with the negative control (data not shown). Suppression of ATG12 notably promoted cell migration and invasion in C-33A cells (Fig. 3E) suggesting that ATG12 may participate in cell metastasis.
Overexpression of miR-378 promotes metastasis of cervical cancer in vivo
To verify the promotion of miR-378 on cervical cancer metastasis in vivo, C-33A cells transfected with GIPZ-miR-378 or negative control were injected into mice via a tail vein injection. Following 8 weeks incubation, lungs and tumor foci were compared between the GIPZ-miR-378 and control groups. Histological analysis of the lungs revealed that miR-378 overexpression promoted lung metastasis (Fig. 4A). Lungs with fewer metastasis nodules were observed in the control group than the GIPZ-miR-378 group (Fig. 4B). In addition, the number of tumor foci was significantly increased in the GIPZ-miR-378 group when compared with in the control group (Fig. 4C).
Discussion
In recent years, miRNAs have been reported to be involved in tumor initiation, promotion and progression (6). In the present study, miR-378 was observed to be frequently upregulated in CIN III and cervical cancer tissues when compared with normal cervix tissues, and overexpression of miR-378 significantly promoted cell metastasis in vitro and in vivo, while the inhibition of miR-378 significantly decreased tumor metastasis in vitro; ATG12 was identified as a functional and direct target of miR-378 in the present study.
miR-378 has been identified to be aberrantly expressed in a number of types of cancer and may be applied as an early diagnostic biomarker (14). In gastric cancer, miR-378 functions as a tumor suppressor by inhibiting tumor growth via the suppression of cyclin dependent kinase (CDK) 6 and vascular epithelial growth factor signaling (15). In colorectal cancer, miR-378 inhibited tumor growth and invasion (16), and the plasma levels of miR-378 may be used as a diagnostic biomarker to discriminate colorectal cancer patients from healthy individuals (16). Downregulated miR-378 correlated with tumor invasiveness and poor prognosis of patients with glioma (17). In addition to functioning as a tumor suppressor, miR-378 also acts as an onco-miRNA. In liver cancer, miR-378 enhanced cell survival, tumor growth and metastasis by downregulating suppressor of fused homolog and FUS RNA binding protein expression (18,19). Upregulation of miR-378 markedly promoted cell proliferation, colony formation, migration and invasion in vitro, as well as tumor growth in vivo by downregulating transducer of receptor tyrosine-protein kinase erbB-2 (TOB2) (20). The increased serum levels of miR-378 served as powerful non-invasive diagnostic and prognostic biomarkers in renal cell carcinoma (21). In cervical cancer, Wang et al (4) demonstrated that miR-378 expression levels were significantly increased in HPV-infected tissues, which was consistent with the findings in the present study, that miR-378 was significantly upregulated in CIN III and cervical cancers. In the present study, miR-378 was demonstrated to serve as an onco-RNA in cervical cancer as the overexpression of miR-378 promoted cell migration and invasion in vitro. To the best of our knowledge, the present study is the first to investigate the functional role of miR-378 in the migration and invasion of cervical cancer.
It has been reported that miR-378 is a direct target of the c-Myc oncoprotein, which functions as a transcription factor that serves as a master regulator in various biological processes (22). However, a potential association between miR-378 and autophagy was revealed as ATG12 was identified to be a direct target of miR-378 as determined by a luciferase reporter assay in the present study. It is generally accepted that ATG12 is an important factor in apoptosis vacuole formation (23) by conjugating to ATG5 or ATG3. ATG12 induces mitophagy, mitochondrial fusion and activates mitochondrial apoptosis by conjugating to ATG5, and promotes mitochondrial fusion and restricts mitochondrial mass by conjugating to ATG3 (11). Free ATG12 promotes mitochondrial apoptosis in a similar manner to proapoptotic B-cell lymphoma-2 homology 3-only proteins (24). Studies have demonstrated that downregulation of ATG12 promoted tumor growth by inhibiting cell autophagy (25,26). In the present study, the overexpression of miR-378 reduced ATG12 expression in C-33A cells, and miR-378 inhibitor transfection increased ATG12 expression in HeLa cells. In addition to ATG12, CCND1 and pRb were also downregulated by miR-378. The CCND1 gene encodes the cyclin D1 protein, which is required for progression through the G1 phase of the cell cycle. It was demonstrated that the Myc-miR-378-transducer of Erb-B receptor kinase 2, 2 (TOB2) signaling pathway converges on the CCND1 level to promote transformation, and TOB2 acts to inhibit CCND1 expression (27). pRb, which controls the G1-S checkpoint of the cell cycle, was inhibited by the CCND1-CDK4 complex in the promotion of passage via the G1 phase. It has been reported that in gastric cancer, aberrantly expressed pRb and CCND1 were associated with lymph node metastases (28). Thus, miR-378 may modulate cervical cancer metastasis by regulating ATG12, CCND1 and pRb.
In conclusion, the present study demonstrated that miR-378 significantly promoted cervical cancer metastasis in vitro and in vivo. ATG12 was identified as a direct and functional target of miR-378. The findings of the present study suggested that miR-378 may provide novel insights into the molecular mechanism of the pathology and therapeutic targets in cervical cancer patients.
Acknowledgements
Not applicable.
Funding
The present study was conducted at Qilu Hospital, Shandong University and was supported by the National Natural Science Foundation of China (grant no. 81572559), The Key Research Project of Shandong Province (grant no. 2017CXGC1210), The Science and Technology Development Plan of Shandong Province (grant no. 2014GH218029) and the National Science and Technology Project of China (grant no. 2015BAI13B05).
Availability of data and materials
The analyzed data sets generated during the study are available from the corresponding author on reasonable request.
Authors' contributions
DT, CZ and SH designed the study and performed the experiments. XH and SK performed the statistical analysis and YZ was involved in patient recruitment. All authors reviewed and approved the final manuscript.
Ethics approval and consent to participate
Written informed consent was obtained from all patients and the present study was approved by the Ethics Committee of Qilu Hospital of Shandong University (Jinan, China).
All animal experiments were approved by the Ethics Committee of Qilu Hospital of Shandong University (Jinan, China).
Consent for publication
Written informed consent was obtained from all patients.
Competing interests
The authors declare that they have no competing interests.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The analyzed data sets generated during the study are available from the corresponding author on reasonable request.