Abstract
Aims: MicroRNAs (miRNAs) regulate gene expression and act as tumor suppressors or enhancers in oncogenesis. Single-nucleotide polymorphisms (SNPs) in miRNAs could alter the processing or actions of mature miRNA. So far, the association of miR-423 rs6505162 with cancers has not been explored, while the association of miR-499 rs3746444 was only reported in small-sized samples of different types of populations. Methods: To evaluate the association of miR-499 rs3746444 and miR-423 rs6505162 with hepatocellular carcinoma (HCC), we performed a large-scale case-control study of 984 patients with HCC and 991 cancer-free controls. Results: The risk of HCC was significantly higher with miR-499 rs3746444 TC+CC genotypes compared with those with the TT genotype (odds ratio [OR]=1.372, 95% confidence intervals [CI]=1.099-1.713, p=0.005), as was the risk of hepatitis B virus-related HCC (OR=1.437, 95% CI=1.128-1.831, p=0.003). Moreover, subjects with the TC+CC genotypes were more vulnerable to advanced HCC with larger tumor size (χ2=13.014, p=0.001) and/or higher total bilirubin (p=0.004), which suggested that a TT genotype or T allele might serve as a protective factor. miR-423 rs6505162 had no effect on the risk of HCC. Conclusions: miR-499 rs3746444 may contribute to the risk and prognosis of HCC, indicating that this SNP could be developed as a biomarker for HCC prediction.
Introduction
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MicroRNAs (miRNAs) are small single-stranded noncoding RNAs of about 22 nucleotides, and are master regulators of gene expression and control many biological pathways such as cell growth, differentiation, and apoptosis (Bartel, 2004, 2009). Recently, many studies have focused on miRNA expression profiling in liver cancer, which shows that any slight alterations in miRNA expression may influence cancer formation (Calin and Croce, 2006). Single-nucleotide polymorphisms (SNPs) within miRNAs could affect transcription, processing, or target recognition and result in malignant diseases (Pastinen et al., 2006; Buonocore et al., 2010). In addition, most of the known miRNAs have a large number of potential targets in mRNAs; minor variations in miRNA can influence the expression of a large number of proteins. Several researchers have reported that miR-499 rs3746444, miR-196a2 rs11614913, miR-34b/c rs4938723, and so on may be correlated to susceptibility for HCC (Lafferty-Whyte et al., 2009; Wang et al., 2011; Xu et al., 2011; Guo et al., 2012; Fan et al., 2013; Zhang et al., 2013).
miR-423 and miR-499 are mapped on chromosome 17q and 20q, respectively. Both of them participate in oncogenesis, and their SNPs, namely rs6505162 and rs3746444, have shown influence on susceptibility to a range of cancers, such as colorectal cancer (Xing et al., 2012), breast cancer (Alshatwi et al., 2012; Smith et al., 2012), head and neck cancer (Liu et al., 2010), esophageal cancer (Ye et al., 2008), and ovarian cancer (Kontorovich et al., 2010). Especially, miR-423 could distinguish hepatitis B virus (HBV)-related HCC from healthy controls, serving as a diagnostic biomarker for HBV-related HCC (Li et al., 2010). rs6505162 is in a stem-loop structure of miR-423 and has the potential to change the expression or process of miR-423 (Duan et al., 2009); however, the relationship between miR-423 and genetic predisposition to HCC in any kind of ethnic group is unclear. Although a couple of association studies of miR-499 rs374644 risk of HCC have been performed, conflicting results have been reported due to small sample size and noncomparable ethnic groups.
Therefore, this study in a large-scale sample aims at verifying whether rs6505162 and rs3746444 affect the risk of HCC.
Materials and Methods
Study population
In our study, 984 HCC cases and 991 controls were enrolled from an unrelated East Chinese population sample collected from Huashan Hospital, Eastern Hepatobiliary Surgery Hospital, and Taizhou Longitudinal Study as previously described (Zhang et al., 2013). In brief, all HCC patients were confirmed by pathologic or imaging certification, and the controls had no history of cancer or other serious diseases. The basic features of all enrolled subjects included age, gender, family history, smoking status, and alcohol status. For HCC patients, clinicopathologic characteristics, such as serum alpha-fetoprotein (AFP) levels, hepatitis B surface antigen (HBsAg) status, HBV-DNA titer, alanine aminotransferasep (ALT), aspartate transaminase (AST), total bilirubin (TB), tumor number/size, and tumor grade, were also revealed. All the enlisted cases and controls were approved by the local ethics review board.
DNA extraction
A 5 mL sample of peripheral blood was collected from each subject. Genomic DNA was extracted from the blood sample by using the AxyPrep™ Blood Genomic DNA Miniprep Kit (Axygen Biosciences). For the sake of the accuracy of subsequent experiments, all DNA samples were subjected to electrophoresis and concentration determination. Sequenom MassARRAY with clear strips in electrophoresis and above 10 ng/μL was performed to genotype these samples.
Genotyping
Amplification primers and extension primer of the SNPs, which were obtained by MassARRAY Assay Design, are listed in Table 1. Genotyping of the SNPs was performed by Sequenom MassARRAY technology, which was carried out by a MassARRAY Analyzer Compact system (Sequenom Corporation) and analyzed by TYPER 4.0.
miRNA, microRNA; SNP, single-nucleotide polymorphisms.
Statistical analysis
The computer software Statistical Package for Social Sciences (SPSS, version 13.0) and Excel were used to conduct all data analysis. Hardy-Weinberg equilibrium was evaluated by the comparison between the observed genotype frequencies and the expected ones. Binary logistic regression was used to appraise the differences in the genotypes or allele frequencies between the cases and controls, by which odds ratios (ORs) and 95% confidence intervals (CI) were calculated, so as to estimate the relative risk of these SNPs adjusted for smoking, alcohol, and other confounding factors. Pearson's χ2 tests were performed to detect the association between clinicopathologic characteristics and miRNA genotypic/allelic frequencies in HCC patients. For the other quantitative variables that had heterogeneity of variance or non-normal distributions, analysis of variance or nonparametric tests were applied. All statistical tests were two sided. A p-value<0.05 was considered significantly different.
Results
Characteristics of the case-control sample
As shown in Table 2, this study included 984 HCC patients and 991 healthy subjects. Among all cases, 760 HBsAg-positive subjects were defined as HBV-related HCC. For HCC patients, further clinicopathologic characteristics were also cataloged, such as AFP, ALT, AST, and HBV-DNA. It was shown that age, gender, and smoking status had significant differences between the case and the control groups, while alcohol consumption had no discrepancy between the two groups.
Quantity data available in 396 subjects.
AFP, alpha-fetoprotein; ALT, alanine aminotransferasep; AST, aspartate transaminase; HBsAg, hepatitis B surface antigen; HBV, hepatitis B virus.
miR-423 and miR-499 polymorphisms and the risk of HCC
Since the genotype distributions of the SNPs obeyed Hardy-Weinberg equilibrium in both groups, association between the genotype/allele and the risk of HCC or HBV-related HCC was subsequently analyzed by binary logistic regression.
As shown in Table 3, TC and CC genotype in patients with miR-499 rs3746444 increased the risk of HCC/HBV-related HCC in contrast with wild genotype TT (HCC: OR=1.372, 95% CI=1.099-1.713, p=0.005; HBV-related HCC: OR=1.437, 95% CI=1.128-1.831, p=0.003, respectively). The C allele seemed to be a risk factor of HCC/HBV-related HCC (HCC: OR=1.236, 95% CI=1.013-1.507, p=0.037; HBV-related HCC: OR=1.263, 95% CI=1.017-1.569, p=0.035, respectively). Further, a gender stratification study (Table 4) showed that subjects with miR-499 rs3746444 TC+CC genotype or C allele had a considerably higher risk of HCC in men (TC+CC genotype: OR=1.538, 95% CI=1.194-1.981, p=0.001; C allele: OR=1.329, 95% CI=1.061-1.664, p=0.013). The risk of HBV-related HCC in men was the same. However, for female patients, such an association was not found (Table 5).
OR and p-value were obtained after adjusting for age, gender, smoking status, and wine status.
p-Value was less than 0.05.
CI, confidence interval; HCC, hepatocellular carcinoma; OR, odds ratio.
OR and p-value were obtained after adjusting for age, gender, smoking status, and wine status.
p-Value was less than 0.05.
OR and p-value were obtained after adjusting for age, gender, smoking status, and wine status.
For miR-423 rs6505162, there was no statistically significant difference in terms of genotype/allele or genetic model analysis, either in whole or in stratification studies.
miR-499 polymorphism and clinicopathologic characteristics
Clinical characteristics, such as tumor number, tumor grade, AFP, TB, ALT, AST, and HBV-DNA, can serve as a marker for the development and prognosis of HCC. As shown in Table 6, no significant association was observed between miR-499 rs3746444/miR-423 rs6505162 and clinicopathologic characteristics, including tumor number, tumor grade, AFP, ALT, AST, and HBV-DNA, except the marked relationship between miR-499 rs374644 and tumor size/TB.
p-Value was less than 0.05.
Fisher's exact test.
Owing to non-normal distributions, nonparametric test was applied.
Tumor size was one critical factor influencing HCC prognosis, and patients with tumors less than 5 cm in diameter had higher survival rates than those with tumors more than 5 cm in diameter. In our study, a significant association was observed between miR-499 rs3746444 and tumor size (p=0.001). Subjects with TC+CC genotypes had a larger tumor size, suggesting that they were more likely to get advanced HCC with a poor prognosis. Serum TB level is an important director of liver function, whose abnormality reflects the severity of diseases. We found that subjects with rs3746444 TT genotypes were less vulnerable to TB abnormality (Table 5). All these findings implied that rs3746444 could have an influence on the development and prognosis of HCC, and TT genotype/T allele was a protective factor, which is consistent with the earlier association results with HCC risk.
Discussion
HCC usually develops as a consequence of underlying liver disease and the cancer risk increases sharply in response to liver injury at the cirrhosis stage (El-Serag and Rudolph, 2007). A wide range of factors have been reported to be associated with the risk of HCC, such as chronic HBV or hepatitis C virus (HCV), which account for 80-90% of all HCCs worldwide, and alcoholic and nonalcoholic steatohepatitis-associated liver cirrhosis. These factors vary according to the geographical region. For example, chronic HBV infection is prevalent in many Asian countries and Africa, whereas HCV is dominant in Japan and the United States (El-Serag and Rudolph, 2007).
It has also been reported that miRNAs play key roles in tumor formation. Several miRNAs that either suppress or promote tumor formation have been identified (Croce, 2009). Aberrant expression of miRNAs in liver often results in cancer development, such as miR-125b and miR-122 (Liang et al., 2010; Wen and Friedman, 2012). It is reported that miR-125b could suppress liver cancer cell growth, migration, and invasion (Liang et al., 2010). In addition, several reports have indicated that SNPs in miRNAs and miRNA-target sites may influence miRNA biology and are associated with cancer risk, treatment response, and outcome (Saunders et al., 2007; Hu et al., 2008). So, the study of the relationship between HCC and the miRNA SNP is very valuable. Utilizing SNPs as companion diagnostics is a prospective option.
So far, miR-423 and miR-499 had not been included in previous HCC GWAS studies. The miR-423 gene is located in the first intron of the gene of nuclear speckle splicing regulatory protein (NSRP1), playing a role in pre-miRNA splicing (Kim et al., 2011; Smith et al., 2012). Different expression patterns of miR-423 were found in various types of cancers, such as malignant mesothelioma (Guled et al., 2009), head and neck cancer (Hui et al., 2010), and breast cancer (Farazi et al., 2011). Remarkably, miR-423 was upregulated in HCC. Instead of miR-423-5p, miR-423-3p could promote cell growth and regulate G1/S transition by inhibiting the expression of tumor suppressor p21Cip1/Waf1 in HCC (Lin et al., 2011), which suggested that it was an oncogenic miRNA. Furthermore, rs6505162 in miR-423-3p was inferred to affect the expression or the process of miR-423 instead of its secondary structure (Smith et al., 2012). So, we hypothesized that this SNP could be related to the risk of HCC by increasing the expression of miR-423. Conversely, our results showed no significant association between rs6506162 in miR-423 and HCC in this studied population. Our findings are the first to demonstrate that this SNP could not influence the risk of HCC in a Chinese population, despite having potential to affect its expression or maturation.
The miR-499 gene lies in the 20th intron of the beta-myosin heavy chain 7B (Myh7b) gene and, thus, may result in cancer risk by affecting Myh7b gene function (Akkiz et al., 2011) or downregulating Ets1, a proto-oncogene, by increasing expression of MMP-7 in HepG2 cells (Wei et al., 2012). rs3746444 is situated in the stem region opposite the mature miR-499 sequence, which results in variation from an A: U pair to a G: U mismatch in the stem structure of miR-499 precursor (Xiang et al., 2012). Available research on its effect on HCC risk is inconsistent on account of small samples and different ethnic groups. Similarly, relevant meta-analysis studies were considerably controversial. Therefore, we performed the association study in a larger sample (984 cases vs. 991 controls), and found that TC+CC genotype or C allele was associated with an increased risk of HCC and HBV-related HCC. Furthermore, we found that TC+CC were related to advanced HCC, larger tumor size, and high TB, suggesting its relationship with the development and prognosis of HCC. Consequently, we assumed that the C allele might decrease the expression of mature miR-499, increase the expression of Ets1, and, thus, promote HCC development and result in poor prognosis, which required further functional confirmation.
In conclusion, we demonstrated that miR-499 T>C was associated with genetic susceptibility and prognosis of HCC in a large sample, implying that it may serve as a predicative factor for HCC, while there is no effect of miR-423 rs6505162 in the susceptibility to HCC. Compared with current diagnosis tools, critical miRNA SNPs with susceptibility to HCC are advantageous in some aspects, such as cost effectiveness and reduced pain. We hope that this significant SNP can be beneficial to the diagnosis of HCC.
Footnotes
Acknowledgments
This work was supported by grants from the Ministry of Science and Technology (2011BAI09B00), the Ministry of Health (201002007), and the Science and Technology Commission of Shanghai Municipality (No. 12JC1402000 and No. 12410705300). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of this article.
Author Disclosure Statement
No competing financial interests exist.
