Abstract
Background
Initial diagnosis of carcinoma of the urinary bladder remains challenging. N-Myc downstream-regulated gene 2 (NDRG2) has been reported to be closely correlated with cell differentiation and proliferation in various cancers. However, its clinical significance in diagnosis of bladder cancer remains unclear. The purpose of this study was to detect the expression of NDRG2 and investigate its diagnostic value in bladder cancer.
Material/Methods
We recruited 127 patients with bladder cancer and 97 healthy controls. Quantitative real-time reverse transcription polymerase chain reaction (qRT-PCR) and Western blotting analysis were conducted to measure the NDRG2 expression levels in urine of patients with bladder cancer, bladder cancer cell lines, and healthy controls. The correlations between NDRG2 expression and clinicopathological characteristics were analyzed by chi-square test, and the diagnostic value of NDRG2 was estimated by establishing a receiver operating characteristic (ROC) curve.
Results
The relative NDRG2 expression were significantly downregulated both at mRNA and protein levels in urine of patients with bladder cancer and in cell lines, and its low expression was distinctively correlated with tumor grade and stage. The ROC curve showed NDRG2 could be a good diagnostic marker, with an AUC of 0.888, indicating high sensitivity and specificity.
Conclusions
NDRG2 was decreased in patients with bladder cancer and might be involved in the progression of this malignancy. Moreover, NDRG2 could be a potential independent diagnostic biomarker for bladder cancer.
MeSH Keywords: Diagnosis, Oral; Gallbladder Neoplasms; Genes, vif
Background
Bladder cancer is a serious health problem worldwide and is the second-most frequent malignancy among all genitourinary tract tumors [1]. Invasive bladder cancer has a high incidence of recurrence, which contributes to the high mortality of this disease [2]. Currently, the combination of cystoscopy and urine cytology is considered to be the “gold standard” for the identification of bladder tumors [3]. However, the diagnosis of bladder remains is challenging, mainly due to limitations of the available methods. For example, cystoscopy is an invasive strategy with high cost, while urine cytology has relatively high specificity but is not sensitive in low-grade bladder cancer [4,5]. Therefore, efforts should be taken to identify noninvasive and highly sensitive and specific diagnostic biomarkers for bladder cancer.
N-Myc downstream-regulated gene 2 (NDRG2) is a member of the NDRG family, which has 4 members: NDRG1, NDRG2, NDRG3, and NDRG4 [6,7]. NDRG2 is located at chromosome 14q11.2 and has been suggested to be a tumor suppressor as well as cell stress-related gene involved in many cellular metabolic processes such as hormone, ion, and fluid metabolism, and in stress responses such as those to hypoxia and lipotoxicity [8–12]. The aberrant expression of NDRG2 has been described in a variety of human cancer cell lines and primary tumors, including prostate cancer, thyroid cancer, colorectal carcinoma, oesophageal squamous cell carcinoma, and gallbladder carcinoma [13–18]. Previous studies found that NDRG2 regulates cell proliferation and invasion in bladder cancer [19,20]. However, the diagnostic value of NDRG2 was never reported.
In the present study, we detected the expression of NDRG2 in urine of patients with bladder cancer and in cell lines, and analyzed the correlation of NDRG2 expression with clinicopathological features. In addition, we validated the clinical value of urine NDRG2 in the early detection of bladder cancer.
Material and Methods
Patients and samples
The study was approved by the Ethics Committee of the Affiliated Luohu Hospital of Shenzhen University and all participants signed written informed consent in advance.
A total of 124 patients who were diagnosed with bladder cancer were enrolled from the Affiliated Luohu Hospital of Shenzhen University. None of the patients had received any chemotherapy or radiotherapy before sampling. We also enrolled 97 healthy controls matched by age and sex; those with a history of bladder diseases were required to undergo cystoscopy to verify their healthy condition. Urine was collected from the healthy individuals to use as the healthy control specimens.
A single and naturally voided midstream urine sample was obtained from all subjects before cystoscopy. Approximately 50 ml of urine was collected and put on ice immediately, then the samples were centrifuged as soon as possible (not later than 1 h later) at 3000 rpm for 7 min at 4 °C. The clinical and pathologic parameters of bladder cancer patients were recorded and are listed in Table 1. Those individuals smoking at least 1 cigarette per day for over 1 year were defined as smokers. Tumor staging and grading were determined according to TNM and World Health Organization classifications, respectively. Stages T1–T2 were categorized as early stage and T3–T4 were categorized as advanced stage.
Table 1.
Parameters | Cases (n=124) | NDRG2 expression | χ2 | P values | |
---|---|---|---|---|---|
Low (n=72) | High (n=52) | ||||
Gender | 0.307 | 0.579 | |||
Male | 68 | 41 | 27 | ||
Female | 56 | 31 | 25 | ||
Age (years) | 2.251 | 0.134 | |||
<50 | 65 | 36 | 29 | ||
≥50 | 59 | 36 | 23 | ||
Tumor size (cm) | 0.943 | 0.332 | |||
<3.75 | 70 | 38 | 32 | ||
≥3.75 | 54 | 34 | 20 | ||
Smoking status | 1.343 | 0.247 | |||
Non-smoker | 86 | 47 | 39 | ||
Smoker | 38 | 25 | 13 | ||
Grade | 5.045 | 0.025 | |||
Low | 41 | 18 | 23 | ||
High | 83 | 54 | 29 | ||
Tumor stage | 8.875 | 0.003 | |||
T1–T2 | 79 | 38 | 41 | ||
T3–T4 | 45 | 34 | 11 |
Cell lines and cell culture
Human bladder cancer cell lines T24, SW780, and HT1376 and the non-malignant SV-40 immortalized bladder epithelial cell line (SV-HUC-1) were obtained from the American Type Culture Collection (Manassas, VA). All cell lines were maintained in RPMI 1640 (Sigma, St. Louis, MO) supplemented with 10% fetal bovine serum, 100 U/ml penicillin, and 100 μg/ml streptomycin (Gibco, NY) at 37°C in a humidified atmosphere containing 5% CO2.
RNA extraction and qRT-PCR analysis
Total RNA from urine samples were extracted using RNeasy kit (Qiagen, Valencia, CA). The first chain of cDNA was synthesized by reverse transcription with TaqMan® Reverse Transcription Reagents (Applied Biosystems, Grand Island, NY). GAPDH was used as internal control. The sequences of the primers were: GAPDH, forward-5′-AGGTCCACCACTGACACGTT-3′ and reverse-5′-G- CCTCAAGATCATCAGCAAT-3′; NDRG2, forward-5′-GCCCAGCGATCCTTAC- CTACC-3′, and reverse-5′-GGCTGCCCAATCCATCCAACC-3′. RT-PCR reaction was performed using the CFX96 Touch PCR system (Bio-Rad). The relative mRNA expression of NDRG2 was calculated by –2ΔΔct method. Each sample was analyzed in triplicate.
Western blotting analysis
Total protein was isolated from the urine samples and cell lines. Then, the protein was separated by sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) gel and transferred onto PVDF membranes. The membranes were incubated with mouse anti-human NDRG2 antibody at 4°C for 1 night after being blocked with 5% non-fat milk for 1 h. β-actin was used as the internal control. Horseradish peroxidase (HRP)-conjugated anti-rabbit or anti-mouse secondary antibody (dilution 1: 2000, Santa Cruz) was used to assess the band on the membranes. Then, the enhanced chemiluminescence (ECL) system detection solutions (Pierce, NJ) were added, and the final results were obtained using Kodak Digital Science ID software (Kodak, NY). Each sample was analyzed in triplicate.
Statistical analysis
Statistical analyses were all carried out by using the SPSS statistical package (version 18.0) and graphs were plotted using Origin 9.0. Data from all quantitative assays are expressed as the mean±standard deviation (SD). Differences between 2 groups were analyzed using Students’ t-test. Associations between NDRG2 expression and clinical variables were analyzed using the chi-square test. Receiving operating curves (ROC) were made to estimate the diagnostic performance of NDRG2 in distinguishing patients with bladder cancer from healthy controls. Differences with P<0.05 were considered to be statistically significant.
Results
The expression of NDRG2 in urinary samples of bladder cancer patients and its cell lines
To investigate whether NDRG2 was detectable and altered in urine samples of bladder cancer patients compared with healthy controls, we performed qRT-PCR and Western blotting analysis to detect the expression levels of NDRG2at mRNA and protein level, respectively. As shown in Figure 1A and 1B, the relative NDRG2 expression was significantly lower in patients with bladder cancer than in healthy controls (Figure 1, P<0.05). Then, we measured the expression of NDRG2 in the cell lines of bladder cancer and bladder epithelial cells. The downregulated expression of NDRG2 at mRNA and protein levels was detected in bladder cancer cell lines T24, SW780, and HT1376 compared to that in SV-HUC-1 cells (P<0.05, Figure 2A and 2B).
Relationships between NDRG2 expression and clinical pathological characteristics of patients with bladder cancer
To assess the correlation of NDRG2 expression with clinicopathologic data, the patients with bladder cancer were categorized into low and high groups on the basis of the mean value. The chi-square test revealed that low NDRG2 expression was significantly associated with grade (P=0.025) and tumor stage (P=0.003), but it had not relationship with other parameters, including sex, age, tumor size, and smoking status (P>0.05, Table 1).
The diagnostic value of NDRG2 in bladder cancer
The potential clinical utility of NDRG2 in discriminating patients with bladder cancer from healthy controls was assessed. ROC curves showed that NDRG2 had a high diagnostic value, with an AUC of 0.888, with a sensitivity of 85.5% and a specificity of 81.4% (Figure 3). The ideal cutoff value of NDRG2 was 4.840.
Discussion
We assessed the expression levels of NDRG2 in urine samples from 124 bladder cancer patients and 97 healthy controls, as well as in human bladder cancer cell lines T24, SW780, and HT1376 and non-malignant SV-40 immortalized bladder epithelial cells (SV-HUC-1). The results showed that the relative NDRG2 expression was significantly downregulated in the urine of patients with bladder cancer and bladder cancer cell lines compared with that in controls, both at mRNA and protein levels. Our results agree with most of the published literature, and show that NDRG2 might be a tumor suppressor in bladder cancer. Further analysis indicated that NDRG2 might be a diagnostic biomarker for bladder cancer.
Bladder cancer is a heterogeneous disease with unpredictable clinical course. There are 2 predominant histological types: transitional cell carcinoma and squamous cell carcinoma. The major risk factors for bladder cancer include cigarette smoking and chronic infection with Schistosoma haematobium [21]. Numerous biomarkers and histopathological factors, such as tumor stage, tumor grade, and lymph node, have been investigated as important biomarkers of bladder cancer [22,23]. However, these biomarkers cannot provide sufficient specificity and sensitivity to detect the whole spectrum of bladder cancer encountered in routine clinical practice [24].
NDRG2 is highly expressed in skeletal muscle tissue both at the gene level and as a phosphoprotein [7,25]. Previous studies have shown that NDRG2 is highly expressed in the adult brain, salivary glands, and muscle, but it rarely occurs in bone marrow, leukocytes of peripheral blood, and thymus [26–29], suggesting that it may play important functions in different tissues. Decreased expression of NDRG2 has also been found in some types of human cancer and tumor cells. For example, Li et al. revealed that protein and mRNA expression levels of NDRG2 were significantly downregulated in astrocytomas [30]. Downregulated NDRG2 has also been detected in tissue specimens from clear cell renal cell carcinoma and cancer cell lines [31]. NDRG2 is a potential tumor suppressor gene, and abundant data demonstrates close associations of NDRG2 with cell proliferation, metastasis, and apoptosis [32,33].
We further explored whether NDRG2 was involved in the development of bladder cancer, finding that low expression of NDRG2 was associated with grade and tumor stage, but we found no relationship between NDRG2 expression and other clinicopathological features, including sex, age, and tumor size. These data suggest that NDRG2 expression levels are closely associated with the development and progression of bladder cancer. Moreover, we plotted the ROC curves and showed the performance of the prediction mode in bladder cancer patients and healthy controls. The results indicated that the AUC of NDRG2 levels was 0.888; in addition, the sensitivity and specificity were 85.5% and 81.4%, respectively, indicating it might be a potential biomarker for diagnosis of bladder cancer.
In recent years, many studies have been performed to search for diagnostic biomarkers for bladder cancer. Eissa et al. reported that survivin and TIMP-2 could be considered as urine markers in early detection of bladder cancer. Survivin showed 78.6% sensitivity and 95.3% specificity in the diagnosis of bladder cancer, while TIMP had 93% sensitivity and 83.7% specificity [3]. Another study concluded that VEGF was an accurate urinary biomarker for bladder cancer, with 83% sensitivity and 87% specificity, and an AUC of 0.886 [4]. NDRG2 showed 85.5% sensitivity and 81.4% specificity in the diagnosis of bladder cancer, and the AUC was 0.888. Although NDRG2 showed no advantages compared with the 2 molecules in the diagnosis of bladder cancer, it was suggested as a potential biomarker. Future analysis should be performed to confirm our findings.
The current study has a few limitations. Since tumors result from the functions of environmental and genetic factors, the NDRG2 gene may be one of several factors involved in the carcinogenesis of bladder cancer. Two or more factors should be considered in future research, which makes the result much more accurate. In addition, the sample size was relatively small. Larger-scale experiments should be performed to verify the outcome.
Conclusions
In conclusion, attenuated NDRG2 level may play pivotal roles in the occurrence, development, and progression of bladder cancer. The detection of NDRG2 level may be a useful biomarker in the diagnosis or prediction of clinical outcomes of patients with bladder cancer. Results of the present study may provide novel approaches for targeted molecular therapy for patients with bladder cancer, although further study with larger samples is needed to validate and optimize our findings.
Footnotes
Source of support: Departmental sources
References
- 1.Jemal A, Bray F, Center MM, et al. Global cancer statistics. Cancer J Clin. 2011;61(2):69–90. doi: 10.3322/caac.20107. [DOI] [PubMed] [Google Scholar]
- 2.Kaufman DS, Shipley WU, Feldman AS. Bladder cancer. Lancet. 2009;374(9685):239–49. doi: 10.1016/S0140-6736(09)60491-8. [DOI] [PubMed] [Google Scholar]
- 3.Eissa S, Shabayek MI, Ismail MF, et al. Diagnostic evaluation of apoptosis inhibitory gene and tissue inhibitor matrix metalloproteinase-2 in patients with bladder cancer. IUBMB Life. 2010;62(5):394–99. doi: 10.1002/iub.325. [DOI] [PubMed] [Google Scholar]
- 4.Urquidi V, Goodison S, Kim J, et al. Vascular endothelial growth factor, carbonic anhydrase 9, and angiogenin as urinary biomarkers for bladder cancer detection. Urology. 2012;79(5):1185e1–6. doi: 10.1016/j.urology.2012.01.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Yafi FA, Brimo F, Auger M, et al. Is the performance of urinary cytology as high as reported historically? A contemporary analysis in the detection and surveillance of bladder cancer. Urol Oncol. 2014;32(1):27e1–6. doi: 10.1016/j.urolonc.2012.09.011. [DOI] [PubMed] [Google Scholar]
- 6.Melotte V, Qu X, Ongenaert M, et al. The N-myc downstream regulated gene (NDRG) family: Diverse functions, multiple applications. FASEB J. 2010;24(11):4153–66. doi: 10.1096/fj.09-151464. [DOI] [PubMed] [Google Scholar]
- 7.Qu X, Zhai Y, Wei H, et al. Characterization and expression of three novel differentiation-related genes belong to the human NDRG gene family. Mol Cell Biochem. 2002;229(1–2):35–44. doi: 10.1023/a:1017934810825. [DOI] [PubMed] [Google Scholar]
- 8.Ma J, Liu W, Guo H. N-myc downstream-regulated gene 2 expression is associated with glucose transport and correlated with prognosis in breast carcinoma. Breast Cancer Res. 2014;16(2):R27. doi: 10.1186/bcr3628. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Li Y, Liu C, Hou W, et al. Retrograde ductal administration of the adenovirus-mediated NDRG2 gene leads to improved sialaden hypofunction in estrogen-deficient rats. Mol Ther. 2014;22(5):908–18. doi: 10.1038/mt.2013.286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Li Y, Yang J, Li S, et al. N-myc downstream-regulated gene 2, a novel estrogen-targeted gene, is involved in the regulation of Na+/K+-ATPase. J Biol Chem. 2011;286(37):32289–99. doi: 10.1074/jbc.M111.247825. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Shen L, Liu X, Hou W, et al. NDRG2 is highly expressed in pancreatic beta cells and involved in protection against lipotoxicity. Cell Mol Life Sci. 2010;67(8):1371–81. doi: 10.1007/s00018-010-0258-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Liu J, Zhang J, Wang X, et al. HIF-1 and NDRG2 contribute to hypoxia-induced radioresistance of cervical cancer Hela cells. Exp Cell Res. 2010;316(12):1985–93. doi: 10.1016/j.yexcr.2010.02.028. [DOI] [PubMed] [Google Scholar]
- 13.Yu C, Wu G, Dang N, et al. Inhibition of N-myc downstream-regulated gene 2 in prostatic carcinoma. Cancer Biol Ther. 2011;12(4):304–13. doi: 10.4161/cbt.12.4.16382. [DOI] [PubMed] [Google Scholar]
- 14.Gao L, Wu GJ, Liu XW, et al. Suppression of invasion and metastasis of prostate cancer cells by overexpression of NDRG2 gene. Cancer Lett. 2011;310(1):94–100. doi: 10.1016/j.canlet.2011.06.015. [DOI] [PubMed] [Google Scholar]
- 15.Zhao H, Zhang J, Lu J, et al. Reduced expression of N-Myc downstream-regulated gene 2 in human thyroid cancer. BMC Cancer. 2008;8:303. doi: 10.1186/1471-2407-8-303. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Lorentzen A, Vogel LK, Lewinsky RH, et al. Expression of NDRG2 is down-regulated in high-risk adenomas and colorectal carcinoma. BMC Cancer. 2007;7:192. doi: 10.1186/1471-2407-7-192. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Cao W, Yu G, Lu Q, Zhang J. Low expression of N-myc downstream-regulated gene 2 in oesophageal squamous cell carcinoma correlates with a poor prognosis. BMC Cancer. 2013;13:305. doi: 10.1186/1471-2407-13-305. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Song SP, Zhang SB, Liu R, et al. NDRG2 down-regulation and CD24 up-regulation promote tumor aggravation and poor survival in patients with gallbladder carcinoma. Med Oncol. 2012;29(3):1879–85. doi: 10.1007/s12032-011-0110-y. [DOI] [PubMed] [Google Scholar]
- 19.Li R, Yu C, Jiang F, et al. Overexpression of N-Myc downstream-regulated gene 2 (NDRG2) regulates the proliferation and invasion of bladder cancer cells in vitro and in vivo. PLoS One. 2013;8(10):e76689. doi: 10.1371/journal.pone.0076689. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Huang J, Wu Z, Wang G, et al. NMyc downstreamregulated gene 2 suppresses the proliferation of T24 human bladder cancer cells via induction of oncosis. Mol Med Rep. 2015;12(4):5730–36. doi: 10.3892/mmr.2015.4169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Felix AS, Soliman AS, Khaled H, et al. The changing patterns of bladder cancer in Egypt over the past 26 years. Cancer Causes Control. 2008;19(4):421–29. doi: 10.1007/s10552-007-9104-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Kim WJ, Kim EJ, Kim SK, et al. Predictive value of progression-related gene classifier in primary non-muscle invasive bladder cancer. Mol Cancer. 2010;9:3. doi: 10.1186/1476-4598-9-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Lv S, Turlova E, Zhao S, et al. Prognostic and clinicopathological significance of survivin expression in bladder cancer patients: A meta-analysis. Tumour Biol. 2014;35(2):1565–74. doi: 10.1007/s13277-013-1216-y. [DOI] [PubMed] [Google Scholar]
- 24.Habuchi T, Marberger M, Droller MJ, et al. Prognostic markers for bladder cancer: International Consensus Panel on bladder tumor markers. Urology. 2005;66(6 Suppl 1):64–74. doi: 10.1016/j.urology.2005.08.065. [DOI] [PubMed] [Google Scholar]
- 25.Højlund K, Bowen BP, Hwang H, et al. In vivo phosphoproteome of human skeletal muscle revealed by phosphopeptide enrichment and HPLC-ESI-MS/MS. J Proteome Res. 2009;8(11):4954–65. doi: 10.1021/pr9007267. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Piepoli A, Cotugno R, Merla G, et al. Promoter methylation correlates with reduced NDRG2 expression in advanced colon tumour. BMC Med Genomics. 2009;2:11. doi: 10.1186/1755-8794-2-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Choi SC, Kim KD, Kim JT, et al. Expression and regulation of NDRG2 (N-myc downstream regulated gene 2) during the differentiation of dendritic cells. FEBS Lett. 2003;553(3):413–18. doi: 10.1016/s0014-5793(03)01030-5. [DOI] [PubMed] [Google Scholar]
- 28.Hu XL, Liu XP, Lin SX, et al. NDRG2 expression and mutation in human liver and pancreatic cancers. World J Gastroenterol. 2004;10(23):3518–21. doi: 10.3748/wjg.v10.i23.3518. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Nichols NR. Ndrg2, a novel gene regulated by adrenal steroids and antidepressants, is highly expressed in astrocytes. Ann NY Acad Sci. 2003;1007:349–56. doi: 10.1196/annals.1286.034. [DOI] [PubMed] [Google Scholar]
- 30.Li L, Wang J, Shen X, et al. Expression and prognostic value of NDRG2 in human astrocytomas. J Neurol Sci. 2011;308(1–2):77–82. doi: 10.1016/j.jns.2011.06.007. [DOI] [PubMed] [Google Scholar]
- 31.Ma J, Jin H, Wang H, et al. Expression of NDRG2 in clear cell renal cell carcinoma. Biol Pharm Bull. 2008;31(7):1316–20. doi: 10.1248/bpb.31.1316. [DOI] [PubMed] [Google Scholar]
- 32.Ma JJ, Liao CG, Jiang X, et al. NDRG2 suppresses the proliferation of clear cell renal cell carcinoma cell A-498. J Exp Clin Cancer Res. 2010;29(1):1–7. doi: 10.1186/1756-9966-29-103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Kim A, Kim MJ, Yang Y, et al. Suppression of NF-kappaB activity by NDRG2 expression attenuates the invasive potential of highly malignant tumor cells. Carcinogenesis. 2009;30(6):927–36. doi: 10.1093/carcin/bgp072. [DOI] [PubMed] [Google Scholar]