NLK functions to maintain proliferation and stemness of NSCLC and is a target of metformin
© Suwei et al. 2015
Received: 13 May 2015
Accepted: 28 September 2015
Published: 26 October 2015
The Erratum to this article has been published in Journal of Hematology & Oncology 2016 9:11
Nemo-like kinase (NLK) is an evolutionarily conserved serine/threonine kinase that regulates the activity of a wide range of signal transduction pathways. Metformin, an oral antidiabetic drug, is used for cancer prevention. However, the significance and underlying mechanism of NLK and metformin in oncogenesis has not been fully elucidated. Here, we investigate a novel role of NLK and metformin in human non-small cell lung cancer (NSCLC).
Materials and methods
NLK expression was analyzed in 121 NSCLCs and 92 normal lung tissue samples from benign pulmonary disease. Lentivirus vectors with NLK-shRNA were used to examine the effect of NLK on cell proliferation and tumorigenesis in vitro. Then, tumor xenograft mouse models revealed that NLK knockdown cells had a reduced ability for tumor formation compared with the control group in vivo. Multiple cell cycle regulator expression patterns induced by NLK silencing were examined by western blots in A549 cells. We also employed metformin to study its anti-cancer effects and mechanisms. Cancer stem cell property was checked by tumor sphere formation and markers including CD133, Nanog, c-Myc, and TLF4.
Immunohistochemical (IHC) analysis revealed that NLK expression was up-regulated in NSCLC cases (p < 0.001) and correlated with tumor T stage (p < 0.05). Silencing of NLK suppressed cell proliferation and tumorigenicity significantly in vitro and in vivo, which might be modulated by JUN family proteins. Furthermore, metformin selectively inhibits NLK expression and proliferation in NSCLC cells, but not immortalized noncancerous lung bronchial epithelial cells. In addition, both NLK knockdown and metformin treatment reduced the tumor sphere formation capacity and percentage of CD133+ cells. Accordingly, the expression level of stem cell markers (Nanog, c-Myc, and TLF4) were decreased significantly.
NLK is critical for cancer cell cycle progression, and tumorigenesis in NSCLC, NLK knockdown, and metformin treatment inhibit cancer cell proliferation and stemness. Metformin inhibits NLK expression and might be a potential treatment strategy for NSCLC.
Lung cancer is the most common cancer worldwide, and is the leading cause of cancer mortality killing 1.4 million people annually . Non-small cell lung cancer (NSCLC) comprises approximately 80 % of all lung cancer cases. Despite recent developments in treatment strategies for NSCLC, the prognosis remains unsatisfactory, with an overall 5-year survival rate of only 10–15 % . Therefore, it is critical to identify new proteins responsible for NSCLC development and progression to provide targets for the successful treatment of lung cancer.
Serine/threonine kinases (STKs) play a key role in cellular signaling through their ability to phosphorylate transcription factors, cell cycle regulators, and a wide array of other cytoplasmic and nuclear effectors . Their dysregulation is frequently linked to disease and targeted therapeutic approaches have been aimed at identifying drugs with the ability to modulate their function [4, 5].
Nemo-like kinase (NLK) is an evolutionarily conserved serine/threonine kinase that belongs to the proline directed protein kinase superfamily which consists of mitogen-activated protein kinases (MAPKs) and cyclin-dependent protein kinases (CDKs) . Previous studies suggested that it is involved in multiple developmental processes in Drosophila [7–9], and recent work shows that NLK can regulate the activity of a wide range of transcription factors either directly or indirectly [10, 11]. Aberrant expression of NLK has been reported in human cancer including colon , hepatocellular , and prostate carcinomas . However, at present, the significance of NLK expression in oncogenesis is still not fully understood.
Metformin, an oral antidiabetic drug, can effectively reduce morbidity and mortality of malignant tumor patients with type 2 diabetes . It is also widely used in the prevention of breast cancer, prostate cancer, and other tumors [16, 17]. However, the role of metformin in NSCLC has not been carefully characterized. It is suggested that metformin plays an anti-tumor effect mainly by acting on serine/threonine kinases like AMPK and mTOR . We hypothesized that NLK maybe a downstream effector of metformin.
In this study, we demonstrate that the expression of NLK is up-regulated in NSCLC compared with benign lung tissue. Knockdown of NLK in both A549 and SK-MES-1 cells reduced their proliferation in vitro, as well as tumor growth in vivo. As underlying mechanisms, cell cycle regulators are modulated by NLK suppression and lead to G1 phase arrest. The effects from NLK silencing are recapitulated by metformin treatment, which also reduces NLK expression in NSCLC cells. Furthermore, both knockdown of NLK and metformin treatment significantly reduced cancer stem cell stemness. Taken together, our findings indicate that NLK plays a crucial role in proliferation and tumorigenesis of NSCLCs, and suggest that NLK could be a potential therapeutic target in NSCLC treatment. Meanwhile, metformin can be a potential drug for NSCLC, specifically through inhibition of cancer cell proliferation, down-regulation of NLK, and reduction of the cancer stem cell population.
Materials and methods
Two-hundred thirteen formalin-fixed, paraffin-embedded tissue specimens were obtained from the Department of Pathology at the Third Affiliated Hospital of Kunming Medical University (Tumor Hospital of Yunnan Province). The specimens consisted of 121 primary NSCLC and 92 lung tissue samples from benign pulmonary diseases (including 45 samples of pneumonia, 42 inflammatory pseudotumors, 4 bullas, and 1 sillicosis). For the NSCLC cases, there were 60 adenocarcinomas and 61 squamous cell carcinomas, respectively, including 85 males and 36 females, with ages ranging from 33 to 73 years (mean age, 55.5 years). All patients underwent primary tumor resection plus lymph node dissection. Patients with a diagnosis of relapse and who had received preoperative radiation, chemotherapy, or biotherapy were excluded from the study to avoid any changes in tumor marker determination resulting from treatment. Patients diagnosed with multiple primary cancers in other organs or tissues were also excluded. The study was approved by the ethics committee of the Third Affiliated Hospital of Kunming Medical University, and all patients gave written informed consent and authorization for use of biological specimens. Demographic and clinical data were obtained from the patients’ medical records.
Lung cancer cell lines used in this study were NCI-H522, NCI-H2342, NCI-H2405, NCI-A549 and SPC-A-1 (human lung adenocarcinoma cell lines), SW900, NCI-H1869 and SK-MES-1 (human lung squamous cancer cell lines), NCI-H661, NCI-H1299 and NCI-H1581 (human large cell lung cancer cell lines), and BEAS-2B (human lung epithelial cell line). The SPC-A-1 cell line was purchased from Chinese Academy of Sciences Cell Bank, and others were obtained from ATCC Bioresource Center. All cancer cell lines were grown in RPMI 1640 supplemented with 10 % FCS and ampicillin/streptomycin. BEAS-2B was cultured in BEGM.
Immunohistochemistry (IHC) analysis
Samples were processed for immunohistochemical analysis to determine NLK expression levels and distribution patterns. 4-μm sections of paraffin-embedded tissues were mounted on charged glass slides and baked at 60 °C for 2 h. The slides were allowed to cool to room temperature, deparaffinized in xylene, and rehydrated in a graded alcohol series. Sections were microwave-treated for 10 min in a citrate buffer (pH 6.0) for antigen retrieval, and endogenous peroxidase activity was blocked by incubation in 0.3 % hydrogen peroxide for 10 min. Rabbit polyclonal antibodies (HPA018192, Sigma, USA) were used to detect NLK protein at a 1:25 dilution in phosphate-buffered saline (PBS). After two washes in PBS, slides were incubated with ABC (Vector Laboratories, Burlingame, CA, USA), washed, overlaid with 3-30-diaminobenzidine (DAB, Dako Corporation, Carpinteria, CA, USA), and counterstained with hematoxylin. Human hepatocellular carcinoma tissues were used as positive controls, and negative controls were obtained by replacing the primary antibody with non-immunized serum. Sections were scored semi-quantitatively for the extent of immunoreaction as follows: 0, 0 % immunoreactive cells; 1, <5 % cells; 2, 5–50 % immunoreactive cells; and 3, >50 % immunoreactive cells. In addition, the intensity of staining was scored semi-quantitatively as 0, negative; 1, weak; 2, intermediate; and 3, strong. The final immunoreaction score was defined as the sum of both parameters (extent and intensity), and samples were grouped according to the summed score as negative (0), weak staining (1–2), moderate staining (3) and strong staining (4–6) . Final immunoreaction scores >0 were defined as positive. All slides were evaluated independently for protein expression by three separate observers, and slides with an incongruent grading were scrutinized a second time and a consensus was reached.
Short hairpin RNA (shRNA)
To stably suppress NLK expression, we constructed two shRNA against NLK. sh-NLK1: 5’-CGGATAGACCTACCGGATATG-3’, sh-NLK2: 5’-GAATATCCGCTAAGGATGC-3’ with scramble shRNA: 5’-TTCTCCGAACGTGTCACGT-3’). The double-stranded shRNA was inserted into the pFU-GW-RNAi plasmid containing GFP gene and then linearized with Hpa I (GTTAAC) and Xho I (CTCGAG), termed as pFU-GW-NLK-shRNA. To produce lentiviruses, 293 T cells were transiently cotransfected with pFU-GW-NLK-shRNA together with pHelper 1.0 vector and pHelper 2.0 vector by Lipofectamine 2000 (11668-027, invitrogen, USA). Packaged viruses were harvested from supernatant of the 293 T transfected cells.
Lentiviral infections were carried out as follows: briefly, when the cells reached 30–50 % confluence NLK-shRNA or the scramble RNA were added into the medium at a multiplicity of infection (MOI) of 30 PFU/cell for A549 and 15 PFU/cell for SK-MES-1, and cells were incubated for 10 h with Polybrene (5 μg/ml) at 37 °C in 5 % CO2. Infection efficiency was determined by monitoring the GFP signal (the transfection efficiency of cells were more than 90 %). A parallel culture of cells without any treatment served as the negative control.
Construction of the plasmid vector and DNA transfection
Based on the NLK sequence available on the National Center for Biotechnology Information database, the full-length NLK sequence was synthesized and subcloned into pEGFP-N1. The clones were confirmed by restriction analysis and DNA sequencing of both strands (Invitrogen, Shanghai, China). The empty vector or the pEGFP-N1-NLK vector was transfected into cells using Lipofectamine 2000 (Invitrogen, Carlsbad, CA, USA), according to the manufacturer’s instructions. The empty pEGFP-N1 vector was used as the negative control.
Cells were harvested 72 h after transfection and lysed in RIPA buffer (89900, Pierce, USA). The lysates were centrifuged at 14,000 rpm for 20 min at 4 °C, and the supernatants collected. Protein concentration was measured using the BCA assay (23227, Thermo, USA). For each sample, 50 μg of protein lysate was loaded per well. Samples were electrophoresed on 10 % SDS-PAGE gels and transferred onto polyvinylidene fluoride (PVDF) membranes (ISEQ00010, Millipore, USA) by electro blotting. Membranes were pretreated with 5 % nonfat dry milk in TBS-T for 2 h, followed by incubation with primary antibody for 16 h. All the following primary antibodies used were diluted at 1:1000 and purchased from Abcam, USA: NLK (ab26050), Cyclin A2 (ab38), Cyclin D1 (ab6152), Cyclin D2 (ab3085), Cyclin D3 ab28283), Cyclin E1 (ab3927), Cyclin E2 (ab32103), CDK2 (ab2363), CDK4 (ab108357), CDK6 (ab3126), p21 (ab7960), p27 (ab32034), c-Jun (ab32137), c-Jun pSer63 (ab32385), c-Jun pSer73 (ab30620), JunB (ab128878), JunB pSer259 (ab30628),JunD (ab28837), JunD pSer255 (ab2883). The membranes were washed three times with TBS-T. Then, the membranes were incubated with horseradish peroxidase (HRP)-labeled secondary antibody (1:10, 000, #7076, Cell Signaling, USA) for 1 h before detection by ECL (RPN2135, GE healthcare, UK). α-tubulin was used as an internal loading control (1:1000, #2125, Cell Signaling, USA).
Briefly, for cell counts, cells were seeded in 24-well plates at a density of 1 × 104 cells per well and three duplicate wells were set up for each group. Cells were harvested with trypsin/EDTA every 24 h for 7 days, and counted in an electronic cell counter (Coulter Z1, Beckman-coulter, Fullerton, CA, USA). Growth curves were generated to assess proliferation. All experiments were done in triplicate.
Cell proliferation was also quantified by performing the 3-(4, 5-dimethylthiazol -2-yl)-5-(3-carboxymethoxyphenyl)-2-(4-sulfophenyl)-2H-tetrazolium (MTS) assay. Briefly, 4 × 103 cells were plated per well in 96-well culture plates in 150 μl of medium, and six parallel wells were assigned to each group, as well as a negative control (without cells). Over a 7-day period, every 24 h, 30 μl of MTS substrate was added to each well, and then incubated for 2 h in the dark. The absorbance at 490 nm was measured for each sample using a plate reader (BMG Labtech, Offenburg, Germany). The concentrations required to inhibit growth by 50 % (IC50) were calculated from survival curves using the Bliss method . All experiments were performed three times independently.
Flow cytometric analysis
Flow cytometric analysis of cell cycle phase distribution and CD133+ cell percentage were carried out utilizing DNA content or CD133-PE antibody (130-098-826, Meltenyi Biotec, Germany). Cells were harvested by trypsinization and washed three times with cold PBS by centrifugation at 300 g for 5 min. For cell cycle analysis, cells were fixed in pre-chilled 70 % ethanol overnight at 4 °C. The fixed cells were collected, washed twice with PBS, suspended in PBS containing 10 μg/ml propidium iodide (Sigma, USA) and 100 μg/ml RNase A (Roche, Switzerland), then incubated at 37 °C for at least 30 min in the dark to eliminate intracellular RNA. For CD133+ cell analysis, resuspended cells were incubated with CD133-PE or IgG1-PE antibody (130-093-193, Meltenyi Biotec, Germany) at 4 °C for 15 min, followed by centrifugation and resuspension in PBS. Analysis was done on a FACS Aria system (BD Immunocytometry Systems, San Jose, CA, USA) and analyzed by Cell Quest software (Becton Dickinson Ltd). All of the samples were assayed three times.
Nude mice xenograft assay
Athymic female BALB/c nude mice (4–5 weeks of age, 20–25 g) were obtained from Beijing Vital River Laboratory Animal, Inc. (Beijing, China). All experimental procedures were approved by the Institutional Animal Care and Use Committee of Kunming Medical University. Mice were randomly divided into 3 groups (n = 5/group). Animals had free access to water and standard food, and their health was monitored daily. The mice (5 per cage) were housed under specific pathogen free conditions with controlled light (12 h light, 12 h darkness) and temperature (21 °C). Since Matrigel can act as a growth-promoting factor after tumor cell injection [22, 23], we generated mouse tumor models by subcutaneously inoculating A549, A549-scramble or A549-shRNA cells mixed with Matrigel as previous described . Briefly, 8 × 106 cells were suspended in 50 μl PBS and mixed with 50 μl Matrigel (354234,BD,USA) in a 1-ml syringe, allowed to warm at room temperature for 10 min with gentle mixing, and then injected into the right flank of the nude mice. The length (a) and width (b) of the xenograft tumors were measured every 3 days with a Vernier caliper. Tumor volumes (cm3) were calculated by the following formula: volume = ab2/2. Mice were sacrificed 7 weeks after inoculation, and tumors were excised and weighed.
Tumor sphere formation assay
Sphere formation assay was conducted as previously described . Briefly, A549 cells were separated into four groups, untreated, infected with scramble RNA, sh-NLK1, and sh-NLK2 with triplicates per group. Then each group of cells was digested into single cell suspensions and plated on ultra-low adherent wells of 24-well plates (Corning) at 400 cells per well in sphere formation medium (1:1 DMEM/F12 medium supplemented with 1 × ITS, 1 × NEAA, 1 × B27, 0.2 % BSA, EGF 20 ng/ml and bFGF 20 ng/ml, Invitrogen, USA). Two weeks later, for A549 cells infected with scramble RNA, sh-NLK1, or sh-NLK2, the spheres with diameter over 100 μM were collected by centrifugation (300 g, 5 min) and counted. The spheres from untreated group were digested into single cell suspensions, treated with PBS or 5 mM metformin, and plated on ultra-low adherent 24-well plates at 400 cells per well for second round sphere formation. One week later, the spheres with diameter over 100 μM were collected and counted. Then, spheres were digested into single cell suspensions for CD133+ cell analysis.
Results are expressed as the mean ± standard deviation (SD). The correlation between immunocytochemical labeling of NLK and other clinical pathology parameters was analyzed by the χ 2 test. One-way ANOVA was used for comparisons of multiple groups. Comparisons between groups for statistical significance were carried out using independent t test. A p value of <0.05 was considered statistically significant. All statistical analyses were performed by using SPSS version 18.0 software for Windows (SPSS Inc., Chicago, IL, USA). Results are expressed as the mean ± standard deviation.
NLK expression is up-regulated in NSCLC tissues
Immunocytochemical staining for NLK in samples from NSCLC and benign pulmonary disease
No. of samples
No. of positive samples (%)
Normal lung tissues
p = 0.000
Primary tumors of NSCLC
Squamous cell carcinoma
p = 0.926
Tumor size (T stage)
p = 0.016
Lymph node metastasis
p = 0.236
NLK knockdown inhibits proliferation of NSCLC cells in vitro
To further study the function of NLK in NSCLCs, we choose to knockdown NLK in A549 and SK-MES-1 cells, both of which show high expression of NLK (Fig. 2a). Both cell lines were either untreated or infected with scramble shRNA or two different shRNA against NLK. NLK protein levels were reduced by both NLK-shRNAs in A549 and SK-MES-1 cells, confirming the effectiveness of the shRNAs and the specificity of the anti-NLK antibody (Fig. 2b).
Then we investigated the impact of NLK silencing on cell proliferation; MTS assay and cell growth curve analysis were performed using both A549 and SK-MES-1 cells. MTS assay showed that knockdown of NLK significantly inhibited cell proliferation in A549 and KS-MES-1 cells (p < 0.001 for each. Fig. 2c, d). Cell growth curve analysis also showed that depletion of NLK suppressed the growth rate of A549 and SK-MES-1 cells significantly (p = 0.004 for A549, p < 0.001 for SK-MES-1. Fig. 2e, f) compared to cells infected with scramble shRNA. For MTS assay or cell growth analysis in both cell lines, no significant difference was found between scramble shRNA-infected cells and non-infected cells.
NLK knockdown induces G1/S phase arrest of NSCLC cell lines
To G1/S transition in the cell cycle is controlled by different cyclins, cyclin-dependent kinases (CDKs), and cyclin-dependent kinases inhibitors (CDKIs) . We examined the effect of NLK silencing on a wide range of these molecules, including the expression of Cyclin A2, D1, D2, D3, E1 and E2, CDK2, 4 and 6, p21 and p27. After NLK knockdown in A549 cells, the protein levels of the cell cycle promoters Cyclin D1, E1 and E2, and CDK4 markedly decreased, while those of the cell cycle inhibitors p21 and p27 were dramatically up-regulated (Fig. 3e).
To further investigate the mechanism how NLK regulates those cell cycle promoters and inhibitors, we find out that there might exist some correlation between JUN family proteins and NLK (http://string.embl.de/, Fig. 3f). Meanwhile, activation of c-Jun and JunD are reported to stimulate Cyclin D1 expression and promote cell cycle progress [27, 28]. Consistently, after NLK knockdown, we observed a decrease in c-Jun protein levels as well as phosphorylation on serines 63 and 73, and phosphorylated JunD on serine 255 (Fig. 3g).
Collectively, these data indicated that NLK might play a crucial role in regulating the cell cycle transition in NSCLC via modulation of JUN family proteins which further affect cell cycle regulators, specifically cyclins, CDKs, and CDKIs.
NLK knockdown reduces tumorigenicity of lung cancer cells in vivo
Metformin selectively inhibits NLK expression and proliferation in NSCLC cells
NLK silencing and metformin repress cancer stemness of A549 cells
Tumorigenesis is characterized by uncontrolled cell cycle progression, associated with aberrant alterations of genes or proteins related to regulation of cell proliferation . Thus, identification of genes and their products involved in cell growth modulation is critical in developing effective strategies for cancer therapy.
In this study, we showed by IHC that NLK expression was up-regulated in NSCLC tissues compared with benign tissues (p < 0.001), and correlated with NSCLC T stage (p < 0.05). Silencing NLK with shRNA reduced the proliferation and tumorigenicity of NSCLC cell lines both in vitro and in vivo, suggesting a critical role for NLK in maintaining of the malignant NSCLC phenotype. NLK controlled G1/S cell cycle progression by modulating the expression of Cyclin D1, E1 and E2, CDK4, p21 and p27. Activation of JUN family proteins can promote cell cycle progression through induction of cell cycle promoters like cyclins and CDKs and repression of cell cycle inhibitors like CDKIs. Our data show that the expression of c-Jun and activity of c-Jun and JunD are greatly reduced by NLK knockdown, which explains the down-regulation of Cyclin D1, E1 and E2, CDK4 and up-regulation of p21 and p27 after NLK knockdown. All of these changes in cyclins, CDKs and CDKIs are consistent with cell cycle arrest by NLK knockdown. Although NLK is a crucial factor for NSCLC tumorigenicity, some NSCLC cell lines showed negative NLK expression. We suspect that these cell lines are originally from different populations with various genetic backgrounds and pathogenic factors.
Our results are supported by recent reports that NLK expression is significantly up-regulated in human hepatocellular and gallbladder carcinoma cells and that targeted disruption of NLK results in suppression of cell growth and cell cycle transition arrest [13, 32]. However, contrasting studies demonstrate that NLK expression is lower in tumors compared with normal tissues, and moreover, that induction of NLK can induce apoptosis of tumor cells [12, 14, 33].
This discrepancy in results may be attributed in part to the ability of NLK to activate a variety of different signaling pathways. Numerous studies show that non-canonical Wnt-5a/Ca2+ , TGF-β , and p38 MAPK  signal transduction pathways are partially dependent on the activation of NLK. Activated NLK can bind directly to and phosphorylate transcription factors, regulating their transcriptional activity or inducing degradation in a proteasome-dependent manner [10, 37–42]. In addition, NLK can phosphorylate the C-terminal domain of CREB binding protein (CBP)/p300, and may therefore also suppress a wide range of transcription factors in an indirect manner .
A further level of complexity may lie in the upstream regulation of NLK itself. A recent study shows that p38 MAPK directly interacts with NLK to regulate its kinase activity  while several studies indicate that over-expression of NLK alone is sufficient for activation of its kinase activity, suggesting that over-expressed NLK can be active without the requirement of upstream kinases [43, 44]. We propose that in different tissue-derived carcinomas, NLK may be differentially activated and may act through diverse pathways to influence the expression of various target genes resulting in distinct biological behaviors.
Since the recognition of EGFR as a therapeutic target, EGFR tyrosine kinase inhibitors (TKIs) have been widely used in treating NSCLC patients, which has been a major breakthrough for lung cancer treatment. Unfortunately, most patients who initially responded to EGFR-TKIs would eventually develop acquired resistance. Many small molecule agents, long non-coding RNAs (lncRNA) and monoclonal antibodies (McAb) targeting signaling pathways are potential therapeutic regimens for overcoming resistance such as Dacomitinib, temsirolimus, everolimus, and GAS which were potential treatment agents for lung cancer [45–47]. Moreover, it is proved that metformin could overcome TKI resistance and inhibit lung cancer cell proliferation . However, the biological role of metformin and its mechanism in lung cancer proliferation remain largely unknown.
Intriguingly, in our study metformin treatment reduces NLK expression, arrests the cell cycle arrest and potentiates anti-proliferation selectively in cancer cells but not the normal lung epithelial cells. Furthermore, our results clearly show that tumor sphere formation ability, CD133+ cancer cell population, and the expression level of stem cell markers (Nanog, c-Myc and TLF4) were significantly reduced by both NLK knockdown and metformin treatment, indicating NLK may be responsible for the inhibition of cancer cell self-renewal and stemness achieved by metformin.
In summary, we have shown that NLK expression is significantly up-regulated in NSCLC. Moreover, abnormal expression of NLK is associated with the malignant phenotype of NSCLC. In addition, we have also demonstrated that knockdown of NLK significantly inhibits cell proliferation and tumorigenecity might through inhibition of JUN family proteins. Meanwhile, cancer cell self-renewal and stemness were inhibited by NLK knockdown. Metformin treatment decreased NLK expression and recapitulated the phenotype observed by NLK knockdown, indicating that NLK may be a contributing factor and underlying mechanism for the inhibition of growth and stemness observed in lung cancer cells. Therefore, targeting NLK could be a potential therapeutic strategy for NSCLC, and metformin treatment may be an approach to pursue.
This study was supported in part by grants from the National High Technology Research and Development Program of China (863 Program, grant No. 2012AA02A201), National Key Technology Research and Development Program of The 12th Five-Year Plan of China (#2011ZX09102-001-29), National Natural Science Foundation of China (#81460356, #30671904, #81360322, #81060185, #81260307, and #81470005), Scientific Research Project of the Department of Education of Yunnan Province (#2011 J043), Leading Talent of Health Systems of Yunnan Province (#L-201213), National Clinical Key Specialty Construction Projects of Oncology of the National Health and Family Planning Commission of China (Awarded to the Tumor Hospital of Yunnan Province: 2013-2014), Yunnan Provincial General Program for Applied Basic Research (#2011FB209 and #2012FB069).
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