Identification of the tumor‑suppressive function of circular RNA FOXO3 in non‑small cell lung cancer through sponging miR‑155
- Authors:
- Published online on: March 29, 2018 https://doi.org/10.3892/mmr.2018.8830
- Pages: 7692-7700
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Copyright: © Zhang et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
Abstract
Introduction
Lung cancer is one of the commonest malignancies all over the world. Non-small cell lung cancer (NSCLC) is the predominant form of lung cancer and accounts for the majority of cancer deaths worldwide, which includes adenocarcinomas and squamous cell carcinomas (1). Despite the advanced improvements made in chemotherapy and radiotherapy over the past few decades, the clinical outcome of NSCLC is still poor, with only slightly more than 15% of patients alive 5 years after diagnosis (2). Therefore, finding new therapeutic markers and better understanding of the pathway related to cancer progression are warranted to promote the prognosis of patients with NSCLC, and possibly find a cure.
With the advent of high-throughput sequencing and bioinformatic analysis, thousands of circular RNAs (circRNAs) have been successfully identified in multiple cell lines and across various species (3,4). circRNAs from back-spliced exons have been recently identified as a naturally occurring family of noncoding RNAs (ncRNAs) that is highly prevalent in the eukaryotic transcriptome; however, they attracted little attention until their function in post-transcriptional regulation of gene expression was discovered. circRNAs are conserved and stable, and numerous circRNAs seem to be specifically expressed in a cell type or developmental stage (5,6). The progressive stage- and subcellular type-based expression modern indicate that circRNAs may play important roles in the mediation of multiple diseases, including cancer (7,8). Recently, a group of circRNAs have been found to be significantly deregulated in different cancer types, including gastric cancer, esophageal squamous cancer, and NSCLC. Thus, these deregulated circRNAs are suggested to play important functional role during the cancer development (9). To date, elucidating the deregulated circRNAs and identifying their functions in NSCLC are still an ongoing process in cancer investigation.
Forkhead box O class (FOXO) transcription factors are homeostasis regulators that control cell apoptosis, growth and chemoresistance. Deregulation of FOXO3 is associated with cancer development (10), by regulation of inducing increased AKT activity or PTEN inactivation. FOXO3 is thus classified as a tumor suppressor (11). Both circular FOXO3 (circRNA-FOXO3) and linear FOXO3 (FOXO3 mRNA) are encoded by the FOXO3 gene. Recently, circRNA-FOXO3 was reported lowly expressed in cancer cells, and could arrest the function of CDK2 and block cell cycle progression (12). However, the specific role of circRNA-FOXO3 in NSCLC needs further investigations.
circRNAs may function as competing endogenous RNAs (ceRNAs), thus inducing the suppression of genes that targeted by specific miRNAs (13). In this study, we hypothesized that circRNA-FOXO3 regulated NSCLC progression through sponging miR-155 and inducing linear FOXO3. To verify this hypothesis, we detected the expression level of circRNA-FOXO3 in NSCLC tissues and cell lines. By performing in vitro gain and loss-function assays, we further investigated the functional relevance of circRNA-FOXO3 with NSCLC.
Materials and methods
Clinical samples
Primary tissue samples and adjacent noncancerous tissues were collected from 45 patients with NSCLC. All the patients were pathologically confirmed and the clinical tissue samples were collected before chemotherapy was started. Tissue samples were classified according to the tumor-node-metastasis (TNM) classification and WHO grade criteria. They were obtained during operation and immediately frozen at −80°C until RNA extraction. Written informed consents obtained from all patients. The present study was approved by the Ethics Committee of the Affiliated Zhongshan Hospital of Dalian University (Dalian, China).
Cell culture
Four NSCLC adenocarcinoma cell lines (A549, SPC-A1, NCI-H1299, and NCI-H1650), one NSCLC squamous carcinomas cell line (SK-MES-1), and one normal human bronchial epithelial cell line (16HBE) were all purchased from the Institute of Biochemistry and Cell Biology of the Chinese Academy of Sciences (Shanghai, China). A549, SK-MES-1, NCI-H1299, NCI-H1650 and 16HBE cells were cultured in RPMI-1640; SPC-A1 cells were cultured in DMEM (Gibco-BRL, Grand Island, NY, USA) medium supplemented with 10% fetal bovine serum (FBS), 100 U/ml penicillin and 100 mg/ml streptomycin (Invitrogen; Thermo Fisher Scientific, Inc., Waltham, MA, USA) at 37°C/5% CO2.
RNA oligoribonucleotides and cell transfection
The circRNA-FOXO3 overexpression plasmid, miR-155 mimics, and small silencing RNAs (siRNAs) that specifically silence linear FOXO3 (si-FOXO3) was synthesized by GenePharma (Shanghai, China). The CRC cells were plated at 5×104 cells/well in 24-well plates ~24 h before transfection. After the cells reached 30–50% confluence, transfection was carried out using Lipofectamine 3000 (Invitrogen; Thermo Fisher Scientific, Inc.) following the manufacturer's instructions. Transfection efficiency was evaluated in every experiment by RT-qPCR 24 h later to ensure that cells were actually transfected. Functional experiments were then performed after sufficient transfection for 48 h.
Reverse transcription-quantitative polymerase chain reaction (RT-qPCR)
Total RNA was isolated from primary NSCLC cell lines and tissue samples by using TRIzol reagent (Invitrogen; Thermo Fisher Scientific, Inc.) according to the instructions of Invitrogen. RNA was reverse transcribed using the SuperScript III® (Invitrogen) and then amplified by RT-qPCR based on the TaqMan method on an BioRad CFX96 Sequence Detection System (Bio-Rad Laboratories, Inc., Berkeley, CA, USA). The gene expression levels were normalized by GAPDH/U6 expression. RT-qPCR results were analysed and expressed relative to CT (threshold cycle) values, and then converted to fold changes. All the premier sequences were synthesized by RiboBio Co., Ltd. (Guangzhou, China), and their sequences are shown as follows: circRNA-FOXO3 forward, 5′-GTGGGGAACTTCACTGGTGCTAAG-3′ and reverse, 5′-GGGTTGATGATCCACCAAGAGCTCTT-3′; linear FOXO3 forward, 5′-GCAAGAGCTCTTGGTGGATCATCAA-3′ and reverse, 5′-TGGGGCTGCCAGGCCACTTGGAGA G-3′; miR-155 forward, 5′-CGGCGGTTTAATGCTAATCGTGAT-3′ and reverse, 5′-CCAGTGCAGGGTCCGAGGTAT-3′; U6 forward, 5′-CGGCGGTCGTGAAGCGTTCCAT-3′ and reverse, 5′-CCAGTGCAGGGTCCGAGGTAT-3′; GAPDH forward, 5′-GAAGGTGAAGGTCGGAGTC-3′ and reverse, 5′-GAAGATGGTGATGGGATTTC-3′.
Bioinformatics analysis
Predicted targets of miRNAs differentially expressed in this study were determined using TargetScan (http:www.//targetscan.org) and miRanda (http://www.microrna.com). In addition, we used the Gene Ontology database (http://www.geneontology.org) to perform Gene Ontology (GO) analysis on the target genes. Pathway analysis was used to identify significant pathways for the differentially expressed genes.
MTT assay
Cell proliferation was evaluated by using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT; Sigma-Aldrich; Merck KGaA, Darmstadt, Germany). Briefly, 5×103 cells/well were seeded into a 96-well plate. After transfection and incubation for 12, 24, 36 and 48 h, the cell growth was measured following addition of 0.5 mg/ml MTT solution (Sigma-Aldrich; Merck KGaA). Four hours later, the medium was replaced with 100 µl dimethyl sulfoxide (DMSO; Sigma-Aldrich; Merck KGaA) and vortexed for 10 min. Absorbance was then recorded at 450 nm using a specific microplate reader.
Flow cytometry for apoptosis assay
Twenty-four hours after transfection, cells were harvested and stained with Annexin V FITC and propidium iodide (PI) according to the manufacturer's instructions (BD Biosciences, San Diego, CA, USA). Then, the relative apoptosis status was evaluated by flow cytometry on a BD FACSCalibur instrument.
Cell migration and invasion assays
For wound healing assay, NSCLC cells were seeded in six well plates and cultured until they reached confluence. Wounds were scratched on the monolayer of cells using 20 µl pipette tips. Plates were washed once with fresh medium to remove non-adherent cells after the cells had been cultured for 48 h, and then photographed. For transwell invasion assay, 100 µl matrigel (BD Biosciences) was firstly added onto the bottom of the transwell chamber (24-well insert; 8-mm pore size; Corning Costar, Corning, NY, USA), then 1×105 NSCLC cells in reduced serum medium (Opti-MEM; Gibco) were placed on the coated membrane in the chamber. RPMI-1640 plus 10% FBS, was placed in the bottom wells as chemoattractants. After 24 h, cells that did not invade through the matrigel were removed from the top side of the inserts with a cotton swab. Cells that migrated through the permeable membrane were fixed in methanol, stained with crystal violet, and counted under a microscope at ×20 magnification in random fields in each well.
CircRNAs immunoprecipitation (circRIP)
Magna RIP™ RNA-Binding Protein Immunoprecipitation kit (Millipore, Billerica, MA, USA) were used for RIP. NSCLC cells were lysed in complete RNA lysis buffer, then cell lysates were incubated with RIP immunoprecipitation buffer containing magnetic beads conjugated with human anti-argonaute 2 (AGO2) antibody (Millipore) or negative control mouse IgG (Millipore). Extracted RNAs were analyzed by RT-qPCR to identify the presence of circRNA-FOXO3.
The RIP experiment using FOXO3 antibody (1:1,000; Santa Cruz Biotechnology, Inc., Santa Cruz, CA, USA) to pull down miR-155 was also performed. The RIP RNA fraction was digested by DNase and cDNA was generated using PrimeScript 1st strand cDNA Synthesis kit (Takara Bio., Inc., Otsu, Shiga, Japan). Final analysis was investigated by performing RT-qPCR and presented as a fold enrichment of miR-155.
Western blot analysis and antibodies
NSLCL cells treated with ESMC for 48 h were lysed with RIPA lysis buffer containing protease inhibitor cocktail and phosphates inhibitor cocktail (Sigma-Aldrich; Merck KGaA) on ice for 30 min, then lysis buffer was collected, and centrifuged at 12,000 g, 4°C for 10 min. The protein lysates were resolved by SDS-PAGE, and separated proteins were transferred to PVDF membranes and blocked with 5% skimmed milk for 2 h. The primary antibodies used for western blotting were rabbit anti-human FOXO3 antibody (1:1,000; Santa Cruz Biotechnology, Inc.) and rabbit anti-human β-actin antibody (1:1,000; Santa Cruz Biotechnology, Inc.). Horseradish peroxidase-conjugated (HRP) anti-rabbit antibodies (1:5,000; Santa Cruz Biotechnology, Inc.) were used as the secondary antibodies. The blots were incubated with the respective antibodies overnight at 4°C under gently shaking. Finally, the proteins were detected by using horseradish peroxidase labeled secondary antibodies and an enhanced chemiluminescence detection system.
Nuclear fractionation
Nuclear fractionation was performed with a PARIS™ Kit (Ambion, Austin, TX, USA). For nuclear fractionation, 1×107 cells were collected and resuspended in the cell fraction buffer and incubated on ice for 10 min. After centrifugation, supernatant and nuclear pellet were preserved for RNA extraction using a cell disruption buffer according to the manufacturer's instructions.
Fluorescence in situ hybridization analysis
A549 and SPC-A1 cells were used for RNA FISH analysis. Nuclear and cytosolic fraction separation was performed using a PARIS kit (Life Technologies, Foster City, CA, USA), and RNA FISH probes were designed and synthesized by Bogu according to the manufacturer's instructions. Briefly, cells were fixed in 4% formaldehyde for 15 min and then washed with PBS. The fixed cells were treated with pepsin and dehydrated through ethanol. The air-dried cells were incubated further with 40 nM of the FISH probe in hybridization buffer. After hybridization, the slide was washed, dehydrated and mounted with Prolong Gold Antifade reagent with DAPI for detection. The slides were visualized for immunofluorescence with a Olympus microscope.
Statistical analysis
Kolmogorov-Smirnov test was used to determine the normality of the distribution of data in each group. The Mann-Whitney U test or Kruskal-Wallis test was used for evaluating the difference among clinical cohort groups or cell groups. Spearman test was recruited to investigate the correlation status between two groups of dates. Receiver operator characteristic (ROC) curve analysis and area under the curve (AUC) was used to determine the diagnostic value of circRNA-FOXO3. The results were considered statistically significant at P<0.05. All statistical analyses were performed with SPSS 17.0 software (SPSS Inc., Chicago, IL, USA). Error bars in figures represent standard deviation (SD). P<0.05, P<0.01, P<0.001 were considered to indicate statistically significant differnces as indicated in figures.
Results
CircRNA-FOXO3 is downregulated in NSCLC
To detect the circRNAs expression in NSCLC tissues, we performed RT-qPCR assays to verify the circular form of FOXO3. Two sets of FOXO3 primers were designed for this study: A divergent set that was expected to amplify only the circular form and an opposite directed set to amplify the linear forms. As expected, the circular form was amplified by using the divergent primers, and no amplification was observed when cDNA and genomic DNA were used as templates (Fig. 1A). GAPDH was used as a linear control. Thus, we confirmed that circRNA-FOXO3 is specifically amplified with divergent primers on cDNA.
Then, we detected the expression level of circRNA-FOXO3 in NSCLC cells. The TaqMan-based RT-qPCR showed that circRNA-FOXO3 was significantly downregulated in most NSCLC cell lines when compared to human normal bronchial cell line 16HBE (Fig. 1B). A similar result was also observed when circRNA-FOXO3 was determined in NSCLC tissues and normal tissues (Fig. 1C). Moreover, the NSCLC tissues in 57.8% (23 of 45) of cases had at least 2-fold lower expression of circRNA-FOXO3 compared with non-cancerous tissues (Fig. 1D). Furthermore, ROC curve indicated that area under the ROC curve (AUC) of circRNA-FOXO3 was 0.782 (95% CI: 0.682–0.862), and the sensitivity and specificity of diagnosing NSLCL with circRNA-FOXO3 reached 80.0 and 73.3%, respectively (Fig. 1E).
CircRNA-FOXO3 plays an anti-oncogenic role in NSCLC cells
The effect of circRNA-FOXO3 on NSCLC progression was then investigated, and we chose A549 or SPC-A1 cell line for further experiments. The full-length cDNA of circRNA-FOXO3 from A549 cells was amplified and cloned into the specific vector (Fig. 2A). RT-qPCR showed that circRNA-FOXO3 vector significantly elevated the level of circRNA-FOXO3 in A549 and SPC-A1 cells (Fig. 2B). Subsequently, the effect of circRNA-FOXO3 on NSCLC cell proliferation, apoptosis, migration and invasion were examined. MTT assay showed that overexpression of circRNA-FOXO3 significantly suppressed cell proliferation when compared with control vector in both cell lines (Fig. 2C), but promoted the proportion of apoptotic cells (Fig. 2D). In addition, circRNA-FOXO3 significantly inhibited the wound healing ability of NSCLC cells (Fig. 2E). Matrigel invasion assay showed that overexpression of circRNA-FOXO3 noticeably suppressed invasive ability of both cell lines (Fig. 2F). These indicate that circRNA-FOXO3 may play an anti-oncogenic role in NSCLC.
CircRNA-FOXO3 positively regulates FOXO3 gene expression in NSCLC cells
To investigate the underlying regulatory mechanism of circRNA-FOXO3 in NSCLC, we focus on the potential downstream target. It is reported that circRNA-FOXO3 is aligned in a sense orientation to the known protein-coding gene, FOXO3, a member of FOXO transcription factor family and commonly functions as a tumor suppressor (14). Hence, we hypothesized that circRNA-FOXO3 might exert its tumor-suppressive role through activating its linear isomer, FOXO3. We detected the expression of FOXO3 mRNA expression, and found that FOXO3 mRNA was downregulated in the same cohort of NSCLC tissues (Fig. 3A). Spearman correlation analysis suggested that circRNA-FOXO3 was positively correlated with FOXO3 mRNA expression (Fig. 3B). FOXO3 was also downregulated in NSCLC cell lines at both transcript and protein level (Fig. 3C). Moreover, FOXO3 was dramatically upregulated in NSCLC cells after transfection of circRNA-FOXO3 overexpression vector (Fig. 3D). However, knockdown of FOXO3 showed no significant effect on circRNA-FOXO3 expression (Fig. 3E and F). These suggest that circRNA-FOXO3 positively regulates FOXO3 expression in a non-reciprocal way.
CircRNA-FOXO3 regulates FOXO3 gene expression via a miR-155-dependent manner
It is reported that circRNAs may function as ceRNA to further regulate the target mRNA of miRNAs. With this hypothesis, we localized the expression of circRNA-FOXO3 in NSCLC cells. RT-qPCR analysis of nuclear and cytoplasmic circRNA showed that circRNA-FOXO3 was mainly enriched in the cytoplasm section of NSCLC cells (Fig. 4A and B). More importantly, our in situ RNA FISH analysis also suggested that circRNA-FOXO3 was expressed predominately in the cytoplasm part (Fig. 4C). Moreover, the RIP assay with AGO2 antibody in NSCLC cells showed an enrichment of both circular form and linear form of FOXO3 (Fig. 4D), indicating that both were recruited to RNA-induced mediating complexes based on AGO2 and may sponge with miRNAs. Subsequently, we sought to define the specific miRNAs. Based on miRanda, we identified that miR-155 targeted the transcript of FOXO3 (Fig. 4E). Next, we detected whether circRNA-FOXO3 sponged miR-155, thereby releasing the linear FOXO3 gene. RIP experiment was performed and the results showed that the enrichment of FOXO3 and miR-155 was significantly decreased in A549 cells that were transfected with circRNA-FOXO3 vector (Fig. 4F). Taken together, we revealed that circRNA-FOXO3 specifically sponged miR-155, which induced the release of linear isomer, FOXO3.
circRNA-FOXO3 inhibits cell proliferation and invasion through sponging miR-155 and activating FOXO3 gene in NSCLC cells
Based on the above observations, we then sought to determine the functional mechanism of circRNA-FOXO3 in NSCLC cells. We detected the expression level of miR-155 and found that miR-155 expression was significantly increased in primary NSCLC tissues and cells (Fig. 5A and B). To investigate the role of miR-155 and FOXO3 gene during cirRNA-FOXO3 mediated anti-oncogenic effect, we generated miR-155 mimics (Fig. 5C), and then performed gain and loss functional assays by cotransfection of miR-155 mimics and FOXO3 siRNAs. As shown in Fig. 5D, linear isomer FOXO3 expression was upregulated by circRNA-FOXO3, however, this upregulation was then partially reversed by cotransfection of miR-155 mimics or specific FOXO3 siRNAs. Furthermore, functional experiments showed that the suppression of cell proliferation induced by circRNA-FOXO3 was dramatically reversed by co-transfection of miR-155 mimics or si-FOXO3 (Fig. 5E). Similarly, overexpression of miR-155 or knockdown of FOXO3 abrogated the circRNA-FOXO3-induced inhibition of cell invasion (Fig. 5F). Collectively, we demonstrated that circRNA-FOXO3 functions as a tumor-suppressor gene through specifically sponging miR-155 and promoting linear FOXO3 expression in NSCLC.
Discussion
Despite the rapid development of early diagnosis and treatment in lung cancer, invariably, nearly all patients finally become metastatic and chemoresistant (15). It is widely accepted that searching new therapeutic targets and better understanding the pathway related to cancer initiation and progression are essential for improving the prognosis of cancer patients. In this study, we focused on a novel group of gene regulator, circRNAs, and identified the downregulation of circRNA-FOXO3 in NSCLC patients. Furthermore, our in vitro investigations suggested that circRNA-FOXO3 inhibited proliferation, migration and invasion of NSCLC cells through specifically sponging miR-155 and releasing FOXO3 gene.
The existence of circular form of RNAs in body fluid was firstly reported by Sanger et al in 1976. They demonstrated that this type of single-stranded closed circRNA were stably expressed from viroids to certain highest species, such as human beings (16). With the development of gene investigations, it is recognized that circRNAs are widely expressed in human cells. CCircRNAs contain highly conserved sequences and show a potential of stability in cells and body fluid. (17). These two properties suggest us that circRNAs can serve as ideal biomarkers for the diagnosis and prognosis of cancers (18,19). To date, only a few circRNAs have been explored. In this study, we identified a novel circRNA termed circRNA-FOXO3 that was significantly downregulated in NSCLC cells and correlated with clinical diagnosis. As circRNAs are a class of endogenous RNAs featuring stable structure making them avoid exonucleolytic degradation by RNase R, circRNA-FOXO3 may serve a novel biomarker used for early diagnosis, treatment monitoring and prognosis for NSCLC patients.
The interaction was further confirmed by an approach of molecular experiments to explicate the biological functions of circRNA-FOXO3. We firstly determined the functional role of circRNA-FOXO3 in NSCLC progression, and found that expression of circRNA-FOXO3 suppressed cell proliferation, migration and invasion, and promoted apoptosis. Currently, the biological role of FOXO3 was largely unknown. Du et al demonstrated that circ-FOXO3 was highly expressed in noncancer cells and was associated with cell cycle progression. Ectopic expression of circFoxo3 repressed cell cycle progression by binding to the cell cycle proteins CDK2 and p21, resulting in the formation of a ternary complex (12). They further revealed that circRNA-FOXO3 increased FOXO3 protein levels, promoted MDM2-induced p53 ubiquitination and subsequent degradation, resulting in an overall decrease of p53 (20). Consistent with this conclusion, we reported that circRNA-FOXO3 positively regulated the expression of linear FOXO3 gene. Interestingly, we revealed that the linear isomer of FOXO3 was regulated by circRNA-FOXO3 in a non-reciprocal way. For this point, we hypothesize that circRNA-FOXO3 may be one of the upstream regulator of FOXO3 gene, and circRNA-FOXO3 can bind to miRNAs that targeting FOXO3 but not the other way round. However, the underlying mechanism of this regulation way should be comprehensively investigated in future studies.
Take a step further, we then sought to determine how circRNA-FOXO3 regulates the expression of linear FOXO3 gene. It is known that circRNAs are novel RNA molecules with different biological functions and pathological implications. In the nucleus, circRNAs can act as scaffolds to bind to specific proteins; in the cytoplasm, lncRNAs may function as competing endogenous RNAs (ceRNAs). Among these multiple functions, ‘miRNA sponge’ represents the most conspicuous function. miRNAs, an abundant class of small noncoding RNAs (~22 nt), posttranscriptionally modulate the translation of target mRNAs via corresponding miRNA response elements (MRE) (21). Computational searches for miRNA target sites in circRNAs identified a portion of circRNA molecules that contain MREs, which might act as miRNA sponge, reducing miRNA binding to its target genes, thereby releasing the expression of the miRNA targets indirectly (22). Since the first report of circRNA functioning as a miRNA sponge, the potential of circRNAs in regulating cancer-related genes through fine-tuning miRNAs has recently been recognized (23).
To validated the functional interaction between circRNA-FOXO3 and potential miRNAs, we firstly detected the sublocation of circRNA-FOXO3 in NSCLC cells and found circRNA-FOXO3 was located at cytoplasm. Furthermore, we identified miR-155 as a co-target of both circRNA-FOXO3 and linear FOXO3 gene by performing bioinformatic analysis and a serious of experimental validation. Previous studies have developed a consensus that miR-155 plays important functions during cancer initiation, progression and chemoresistance (24,25). miR-155, as a microRNA, can silence the downstream target genes, leading to the biological disruptions (26,27). It is reported that miR-155 is the most amplified miRNAs in NSCLC, and is critical promoter of NSCLC progression. In addition, miR-21 and miR-155 share nearly 30% of their predicted target genes, including SOCS1, SOCS6, and PTEN, three tumor suppressor genes often silenced in NSCLC. Therefore, miR-155 is frequently reported as a oncogene in NSCLC. We revealed that restoration of miR-155 potently reversed the cancer-suppressive effect induced by circRNA-FOXO3, which are consistent with previous date. We must admit that there are two limitations in this study: i) The applied colorectal cancer A549 and SPC-A1 cell lines were inconsistently used in the experiments; and ii) no in-vivo-experiments were performed to support our interesting in-vitro-findings. In the future, we will continue our research and comprehensively validate the observations at both in-vitro and in-vivo levels.
We finally developed the conclusion that circRNA-FOXO3 expression was decreased in NSCLC cells and tissue samples. It can inhibit the development of NSCLC cells as a ceRNA through sponging miR-155 and releasing FOXO3 level. Therefore, it can serve as a promising therapeutic target for patients with NSCLC.
Acknowledgements
Not applicable.
Funding
This study was supported by The National High Technology Research and Development Program (‘863’ Program) of China (2015AA020409) and the Project of Liaoning Province Education Department (L2014358).
Availability of data and materials
The datasets used and/or analyzed during the present study are available from the corresponding author on reasonable request.
Authors' contributions
YZ designed and performed the study. HZ and LZ assisted YZ in the analysis and interpretation of the patient data.
Ethics approval and consent to participate
Written informed consents obtained from all patients were approved according to the guidelines revised by the Ethics Committee of the Affiliated Zhongshan Hospital of Dalian University.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
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