KIR and HLA Loci Are Associated with Hepatocellular Carcinoma Development in Patients with Hepatitis B Virus Infection: A Case-Control Study

Background Natural killer (NK) cells activation has been reported to contribute to inflammation and liver injury during hepatitis B virus (HBV) infection both in transgenic mice and in patients. However, the role of NK cells in the process of HBV-associated hepatocellular carcinoma (HCC) development has not been addressed. Killer cell immunoglobulin-like receptors (KIRs) are involved in regulating NK cell activation through recognition of specific human leukocyte antigen (HLA) class I allotypes. Methodology/Principal Findings To investigate whether KIR and HLA genes could influence the risk of HBV-associated HCC development, 144 HBV-infected patients with HCC and 189 well-matched HBV infectors with chronic hepatitis or cirrhosis as non-HCC controls were enrolled in this study. The presence of 12 loci of KIR was detected individually. HLA-A, -B, -C loci were genotyped with high-resolution. HLA-C group 1 homozygote (OR = 2.02; p = 0.005), HLA-Bw4-80I (OR = 2.67; p = 2.0E-04) and combination of full-length form and 22 bp-deleted form of KIR2DS4 (KIR2DS4/1D) (OR = 1.89; p = 0.017) were found associated with HCC incidence. When the combined effects of these three genetic factors were evaluated, more risk factors were observed correlating with higher odds ratios for HCC incidence (P trend = 7.4E-05). Because all the risk factors we found have been reported to result in high NK cell functional potential by previous studies, our observations suggest that NK cell activation may contribute to HBV-associated HCC development. Conclusions/Significance In conclusion, this study has identified significant associations that suggest an important role for NK cells in HCC incidence in HBV-infected patients. Our study is useful for HCC surveillance and has implications for novel personalized therapy strategy development aiming at HCC prevention in HBV-infected patients.


Introduction
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the third most common cause of cancer mortality. Globally, Hepatitis B virus (HBV) is the most frequent underlying cause of HCC. In hyperendemic areas such as China and Africa, chronic HBV infection contributes to at least 80% of cases of HCC [1]. There is intense interest in cellular and molecular mechanisms underlying HBV-associated HCC incidence. However, due to the long duration (usually more than three decades) from HBV infection to HCC incidence and the complexity of carcinogenesis, mechanism underlies the HCC development in hepatitis B patients is poorly understood.
Persistent inflammation was recognized to function as a driving force in the journey to HCC as well as in many other cancers [2,3]. Although accumulating reports support that NK cell activation contribute to inflammation and liver injury during HBV infection both in HBV transgenic mice and in HBV infected patients [4][5][6][7], the role of NK cells in the process of HBVassociated HCC development has not been addressed.
The activation of NK cells is dependent on the equilibrium between the inhibitory and activating receptors, among which immunoglobulin-like receptors (KIRs) are by far the most polymorphic. Through recognition of specific human leukocyte antigen (HLA) class I allotypes ligands, KIR contributes to the array of receptor-ligand interactions that determine NK cell response to its target [8,9]. KIR function can be predicted from the length of the cytoplasmic domain, where long (L) receptors (KIR2DL/KIR3DL) are generally inhibitory and all short (S) receptors (KIR2DS/KIR3DS) are activating. Two groups of human KIR haplotypes are defined based on gene content, termed haplotype A and haplotype B [8]. The A haplotype carries a fixed organization of seven genes with only one activating gene (KIR2DS4), while the B haplotype contains varying combinations of 2DS1, 2DS2, 2DS3, 2DS4, 2DS5 and 3DS1. KIR1D is the mutant form of KIR2DS4 with a 22 bp deletion in exon 5 which causes a frame shift, resulting in a truncated KIR2DS4 protein that would be secreted due to the loss of the transmembrane/cytoplasmic domains. The function of 1D is unclear [10,11].
As one of the ligands for KIR, HLA-C molecules are classified as either HLA-C group 1 (HLA-C1) or HLA-C group 2 (HLA-C2) on the basis of dimorphisms at position 80. KIR2DL1 recognizes HLA-C2 molecules that are characterized by lysine at position 80, whereas KIR2DL2 and KIR2DL3 prefer HLA-C1 molecules contain asparagine at this position. HLA-Bw4 allotypes are known to bind KIR3DL1 [12,13]. The remaining HLA-B allotypes are typified by a Bw6 motif, which is not recognized as KIR ligand. HLA-Bw4containing allotypes with isoluecine at position 80 (Bw4-80I) generally bind KIR3DL1 with higher affinity than allotypes with threonine at this position (Bw4-80T) do [8,14]. The polymorphisms of KIR and HLA could influence the differences in human natural killer cell responsiveness and potency. HLA-C1/KIR2DL3 inhibited-NK cells are recognized with higher function potential than those inhibited by HLA-C2/KIR2DL1 [9,15,16]. Individuals carrying Bw4 have more potent NK cells than individual without Bw4 do, because KIR3DL1+ NK subset in Bw4+ subjects exhibits higher level of cytokine productivity and cytotoxicity in response to various stimuli [17][18][19]. The ligands of activating KIRs have not been determined.
Three virus-associated carcinomas have been reported to be associated with KIR and HLA genes. However, opposite roles of NK cell activation were suggested in etiology of these viral associated cancers. In cervical neoplasia, which is caused by human papilloma virus, and in nasopharyngeal carcinoma, which is associated with EBV infection, KIRs or KIR/HLA compound genotypes expected to result in an activating phenotype increase the risk of carcinoma development, suggesting NK cell activation may contribute to these virus-associated carcinomas [20,21]. On the contrary, a study on HCV-associated HCC demonstrates that a combination which conveys activating signal protected against the development of HCC [22].
To investigate the influence of KIR and HLA genes on the risk of HBV-associated HCC development, a case-control study was conducted in HBV-infected patients with HCC and well-matched HBV-infected patients without HCC as non-HCC controls. Three genetic factors were found associated with HBV-associated HCC incidence. Interestingly, all of these genetic risk factors have been reported to result in high NK cell function potential by previous studies, suggesting that NK cell activation might take part in the process of HBV-related HCC development.

Ethics Statement
The protocol was approved by the ethics committee of the Second Affiliated Hospital of Southeast University, and all patients provided written, informed consent before enrollment.

Subjects
From 2005 to 2007, 333 patients with persistent HBV infection were enrolled from the Second Affiliated Hospital of Southeast University according to a case-control study design. Among 333 patients, 144 were diagnosed as primary HCC with liver cirrhosis (defined as 1 or more tumoral nodules in a cirrhotic liver), 88 patients with liver cirrhosis and 101 patients with chronic hepatitis. All diagnoses of HCC and liver cirrhosis were defined by clinical and biological criteria and confirmed by image technologies (computed tomography and echography).
To exclude other host risk confounders involved in HCC development, all the patients selected here were free of other hepatic virus co-infection, alcohol consumption, and with no sign of autoimmune disease. HCC patients whose ages range from 20 to 65 were selected for this study. Age distribution and gender composition were matched in the three diagnostic groups. All patients were members of Han population and lived in the same geographical area. KIR genotyping was accomplished in each of the subject. Because HLA typing could not be accomplished for some cases (because of lack of DNA), final analysis of combinatorial KIR/HLA-C/HLA-B effects included 124 cancer cases and 169 controls (94 with chronic hepatitis and 75 with cirrhosis).
KIR genotyping PCR amplification was performed with primers specific for each locus for the presence or absence of the following activating KIR genes: 2DS1, 2DS2, 2DS3, 2DS4 (full-length form), 1D (the 22 bpdeletion mutant form of 2DS4), 2DS5, and 3DS1; and inhibitory KIR genes: 2DL1, 2DL2, 2DL3, 2DL5, and 3DL1. Internal positive control primers for fragment of framework gene KIR2DL4 were also included in each PCR reaction. All primer sequences and amplification conditions were as described in previous report [23].

HLA genotyping
A routine sequence-based typing method was performed. Genomic DNA was extracted from peripheral blood mononuclear cells by a standard salting-out method and a region including exon 2 and 3 of HLA-A, HLA-B and HLA-C loci respectively was amplified using locus-specific primers [24]. Sequencing reactions were performed using the BigDyeH Terminator v3.1 Cycle Sequencing Ready Reaction Kit (Applied Biosystems) and exons 2 and 3 of each locus were sequenced in both forward and reverse directions using a 3730XL DNA Analyzer (Applied Biosystems, Foster City, CA). The sequences were then analyzed using online dbMHC SBT typing tool [25].
Novel HLA class I alleles Two novel HLA class I alleles (HLA-A*9216 and HLA-Cw*0134) were identified in this study [26,27]. Nucleotide sequence of all the new alleles have been submitted to the GenBank nucleotide sequence database and is available under the accession number EF468681 (for HLA-A*9216) and GQ365731 (for HLA-Cw*0134).

Statistical methods
Allelic frequencies were initially determined for HCC and control groups, and the significances of genotypic and allelic associations were determined either by Pearson's x 2 test or by Fisher's exact test (when there were less than five subjects in a cell). The level of significance of each test was adjusted for multiple testing using the Bonferroni's correction. Multivariate Logistic regressions and Spearman correlation tests were conducted for some analyses as described. HLA-C genotype frequencies were checked for the Hardy-Weinberg equilibrium using Pearson's x 2 test. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated to determine the magnitude and statistical significance of associations. All tests of statistical significance were 2-sided. Statistical analyses were performed using SPSS software (Version 11.0 Chicago IL, SPSS Inc.).

Results
Male gender, older age (or longer duration of infection), cirrhosis, alcohol consumption, and co-infection with HCV or HDV are acknowledged HCC host risk factors involved in HCC development [1]. To exclude these risk confounders, all the patients in this study were free of other hepatic virus co-infection, alcohol consumption, and with no sign of autoimmune disease. HCC patients included in this study all had liver cirrhosis. Patients with chronic hepatitis and cirrhosis were matched with HCC patients in age and gender. Age distribution and gender composition showed no statistical difference both between HCC and non-HCC groups and among three diagnostic groups ( Table 1).
Combination of KIR2DS4 and 1D was associated with disease progression towards HCC development The frequencies of KIR genes were analyzed first. KIR2DL1 (98.5%), KIR2DL3 (98.8%) and KIR3DL1 (95.3%) were present in nearly all individuals. The phenotype frequencies of other KIR loci varied from 16.8% to 79.0% in the whole population of this study. However, no significant difference on any given locus was found between HCC and control groups (table S1).
Among the KIR genes we tested, only KIR2DS4 (full-length form) and 1D (22bp-deleted form of KIR2DS4) have identical outer membrane sequences. When we examined the effect of the combination of activating KIR2DS4 and 1D, we found that the frequency of KIR2DS4/1D was increased in HCC patients (16.9% in non-HCC group, 27.8% in HCC group, p = 0.017, OR = 1.89, 95%CI = 1.14-3.20). Multivariate regression analysis suggested that this susceptive effect of KIR2DS4/1D (p = 0.008) on HCC incidence was independent of the influence of other activating KIRs, when KIR2DS1 (p = 0.49), 2DS2 (p = 0.22), 2DS3 (p = 0.09), 2DS5 (p = 0.13) and 3DS1 (p = 0.66) were included as covariates. Furthermore, when distribution of KIR2DS4/1D was examined among chronic hepatitis, cirrhosis and HCC diagnostic groups, KIR2DS4/1D frequencies in hepatitis, cirrhosis and HCC patients were observed to be increased in turn significantly (P trend = 0.004, determined by Spearman correlation test), and this trend is dependent on both presence of KIR2DS4 and 1D (table 2). This observation indicated that the KIR2DS4/1D was linked with disease progression from hepatitis via cirrhosis to HCC development.
Higher HLA-C1 copy number was associated with increased disease progression to HCC To test the possibility that the KIR genes are involved in risk of HBV-associated HCC incidence, we genotyped HLA-A, -B and -C loci, and grouped them according to KIR ligand.
As KIR ligand, HLA-C molecules are classified as either HLA-C1 or HLA-C2 on the basis of dimorphisms at position 80. HLA-C genotype frequencies were consistent with Hardy-Weinberg equilibrium (p = 0.46). We found that genotype HLA-C1C1 was associated with HCC incidence (p = 0.005, OR = 2.02, table 3). Moreover, when the frequencies of HLA-C genotypes were analyzed among chronic hepatitis, cirrhosis and HCC diagnostic groups, one copy of HLA-C1 (HLA-C1C2) was found associated with liver cirrhosis (vs chronic hepatitis; OR = 2.21; p = 0.01; vs HCC; OR = 2.95; p = 0.001), two copies of HLA-C1 (HLA-C1C1) were found more frequently in HCC patients than that in the patients with liver cirrhosis (HCC vs cirrhosis OR = 0.34, p = 0.001) (table S2 and figure 1). So, higher HLA-C1 copy number was found to be associated with increased disease progression to HCC.

HLA-Bw4-80I increased the risk of HCC occurrence
We then compared the distribution of the HLA-B ligand for KIR between HCC and non-HCC patients. The increase of HLA-Bw4 frequency in HCC patients did not reach statistical significant level after correction (p = 0.028, OR = 1.65, table 4). The HLA-Bw6 allele which was not the ligand for KIR had the same distribution in HCC and non-HCC groups (p = 0.46, OR = 0.80, table 4). HLA-Bw4-80I was recognized to bind KIR3DL1 with higher affinity than Bw4-80T [8,14], so we analyzed the frequencies of Bw4-containing allotypes based on their dimorphism at position 80. Bw4-80I allele was found to increase the risk of HCC development significantly (p = 0.0002, OR = 2.67), while no association was found in Bw4-80T allele (p = 0.22, OR = 0.74, table 4) .Within non-HCC controls, the distribution of Bw4-80I was comparable in chronic hepatitis patients to that in cirrhosis patients (19.2% in chronic hepatitis patients and 13.6% in cirrhosis patients). Multiple-variable logistic regression analysis  showed the persistence of the susceptive effect of Bw4-80I (p = 0.001), when Bw4-80T (p = 0.57) and Bw6 (p = 0.83) were included as covariates. No interactive effect between HLA-Bw4-80I and KIR3DL1 was observed probably due to the nearly 100% presence of KIR3DL1 both in HCC and in non-HCC groups (table S1).
Although some HLA-A alleles were reported as putative ligands for KIR [28,29], no association with HCC on any HLA-A allotypes was found (data not shown).
The combined effects among HLA-C1C1, Bw4-80I and KIR2DS4/1D were then evaluated. A significant test for trend determined by Spearman correlation test was observed for ORs  (table S3, figure 2). The data suggest that HLA-C1C1 may be the major risk factor among Bw4-80I, HLA-C1C1 and KIR2DS4/1D. The presence of both Bw4-80I and KIR2DS4/1D may have stronger susceptive effect than having only one of these risk genes when HLA-C1C1 is present.

Discussion
To our knowledge, this is the first report to establish a close correlation between KIR, HLA loci and HBV-associated HCC development. Interestingly, all the risk factors we identified here (HLA-C1C1, HLA-Bw4-80I and KIR2DS4/1D) had been reported to result in high NK cell functional potential by previous studies.
For HLA-C1C1, direct binding assay and disease association studies all suggest that KIR2DL3/HLA-C1 interaction results in higher NK cell function level than other HLA-C/KIR interactions [16]. For example, KIR2DL3/HLA-C1 has been shown to be Figure 1. Effect of copy number of HLA-C1 on disease progression to HCC development. The frequency of HLA-C1C2 (1 copy of HLA-C1) was increased significantly in cirrhosis patients compared to that in HCC patients (cirrhosis vs HCC: OR = 2.95, p = 0.001). This increase in cirrhosis patients did not reach statistical significance level after correction when compared to that in hepatitis patients (cirrhosis vs hepatitis: OR = 2.21, p = 0.01). HLA-C1C1 (2 copies of HLA-C1) was found more frequently in HCC patients than that in liver cirrhosis patients (HCC vs cirrhosis OR = 0.34, p = 0.001) (table S1). * Of significant difference (p,0.006) after correction. doi:10.1371/journal.pone.0025682.g001 associated with resolution of hepatitis C virus [30]. Functional analyses also demonstrate that NK cells in HLA-C1C1 subjects exhibit more rapid and stronger antiviral response than those in HLA-C2C2 subjects due to different responses of HLA-C-inhibited NK subsets [9]. In our study, KIR2DL3 (98.8%) were present in nearly all individuals. Therefore, the presence or absence of its HLA ligands, HLA-C1, determines the existence of KIR2DL3/HLA-C1 interaction in any given individual. Moreover, our results showed that more copies of HLA-C1 alleles, which resulted in inherently more potent NK cells, were associated with disease progression towards HCC (one copy associated with cirrhosis; two copies associated with HCC) in HBV-infected patients (table S2  and figure 1), suggesting that NK cell activation may play a role in HCC development.
The frequency of KIR ligand for HLA-Bw4-80I, KIR3DL1, was also near 100% in our study (table S1), so the presence of HLA-Bw4-80I also determines the presence of HLA-Bw4-80I/KIR3DL1 interaction in any given individual. Recent functional studies carried out by three independent research groups reveal that individuals carrying KIR3DL1/HLA-Bw4 receptor-ligand pairs are of higher NK cell functional potential than Bw6/Bw6 individuals do, because KIR3DL1+ NK subset in HLA-Bw4+ individuals are more potent than its counterpart in Bw4individuals [17][18][19]. This is consistent with NK cell licensing [31,32]. According to licensing theory, the recognition of self HLA class I by inhibitory KIR is involved in the calibration of NK cell effector capacities during a developmental stage, only NK cell subsets with inhibitory KIR that has been recognized by self-HLA (KIR3DL1 recognized by Bw4 in  this case) during maturation are of full functional competence. Moreover, findings in transgenic mice support that higher ligandreceptor interaction may affect NK licensing and result in higher functional potential [33]. In the present study, HLA-Bw4-80I allele, which binds KIR3DL1 with higher affinity than the whole HLA-Bw4 allele, was observed to increase the risk of HCC incidence, indicating that NK cell activation might be involved in HBV-associated HCC development, which is consistent with our findings on HLA-C locus. The ligands of activating KIRs have not been determined. Few data are available regarding ligands for KIR2DS4 and the physiological role of KIR2DS4 remains unknown. Katz et al. report that KIR2DS4 is able to interact with a non-class I MHC protein expressed on melanoma cell lines and on a primary melanoma to enhance NK cell activation [34]. However, they fail to identify the ligand. We observe that the frequency of KIR2DS4 is higher in HCC patients than in non-HCC controls, although it does not reach statistical level (84.0% in HCC patients compared to 76.7% in controls, p = 0.099). Whether KIR2DS4 could bind protein on HBV-infected or transformed cells needs further investigation. KIR1D has a 22 bp deletion in exon 5 which results in a truncated KIR2DS4 protein that would be secreted due to the loss of the transmembrane/cytoplasmic domains. The function of 1D is unknown. Our results raise the possibility that KIR1D molecule might be functional through interaction with the ligand of KIR2DS4. However, the mechanism underlying this genetic association remains unknown due to the lack of information of ligand for KIR2DS4 and 1D.
In spite of conflicting reports, some activating KIRs are reported to be able to bind classical HLA molecules with low affinity, such as KIR2DS1/2DS2-HLA-C1, KIR2DS3-HLA-C2, and KIR3DS1-HLA-Bw4. All of these putative receptor-ligand combinations were analyzed in our study; however no significant result was observed (data not shown).
Because most cases of HCC are detected lately and usually fatal within a few months of diagnosis. Hepatitis B treatment and surveillance aiming at HCC prevention is of great importance. However, mechanism underlies the HCC development in hepatitis B patients is poorly understood, which impedes the HCC prevention in hepatitis B patients. Our results indicate that innate immune response mediated by NK cell might contribute to intrahepatic inflammation process initiated by long-term HBV infection and eventually increase the risk of HCC development.
NK cells are highly enriched in the liver and comprise the dominant intrahepatic lymphocyte population, yet their role in HBV-related liver damage has not been well defined. The CD56 dim subset expresses the majority of NK cell perforin and granzyme, but hepatocytes are relatively resistant to these classical cytolytic effector molecules [35]. The CD56 bright subset of NK cells, noted to be selectively enriched in the periphery during hepatic flares and preferentially enriched and activated in the liver, is a potent source of cytokines such as interferon (IFN)-gamma. In HBV transgenic mice, NK cells are reported to mediate the oversensitive liver injury in an IFN-gamma-dependent manner [5]. Through induction of chemokines, adhesive molecules, and proapoptotic proteins, IFN-gamma plays an important role in the development of hepatic inflammation and liver injury. Higher expressions of IFN-gamma receptor on hepatocytes and stronger IFN-gamma signaling pathway are also observed which might account for the hypersensitivity to IFN-gamma induced hepatocyte injury. Additionally, NKG2D recognition of hepatocytes by NK cells is also reported to play a critical role in oversensitive liver injury in HBV transgenic mice [7]. In patients with chronic HBV infection, activated NK cells are found enriched in the liver during flares of liver inflammation, and contribute to liver inflammation by tumor necrosis factor-related apoptosis-inducing ligand (TRAIL)-mediated death of hepatocytes. The authors also demonstrate that this pathway could be further enhanced by cytokines such as IFN-alpha and IFN-alpha/IL-8 combination, suggesting that this NK cell-mediated liver injury can be switched on by cytokines produced during active HBV infection [4]. Our findings suggest that these pathways induced by NK cells may be also involved in HCC development as in hepatic flare incidence. Further studies on the role of NK cells during the whole course of HBV-associated HCC development are justified in order to reduce the intensity of the inflammatory response and risk of subsequent HCC among hepatitis B patients.
IFN-alpha therapy has been used for decades, and has been proven to be effective in chronic hepatitis treatment when shortterm responses, such as alanine aminotransferase level and presence of hepatitis B e antigen are measured. Although many studies have been conducted, the long term effects of interferon therapy, such as prevention of incidence of cirrhosis and HCC, are still under disputation. A recent systematic review for a National Institutes of Health Consensus Development Conference concludes that evidence is insufficient to assess treatment effect on long-time clinical outcomes [36]. IFN is a potent NK cell activator both in vivo and in vitro. Dunn C. and colleagues observe a temporal correlation between flares of liver inflammation and fluctuations in IFN-alpha in patients with chronic HBV infection. They also report that IFN-alpha concentrations found in patients are capable of activating NK cells to induce TRAIL-mediated hepatocyte death in vitro [4]. Our observations indicate that overactivation of NK cells might facilitate HBV-associated HCC development, suggesting that the host genetic background of KIR and HLA loci should probably be taken into consideration when IFN therapy is applied in hepatitis B patients.
Longer duration of HBV infection is one of the important risk factors involved in HCC development. However, because HBV infectors can be asymptomatic for a few to more than 30 years [37], it is almost impossible to determine the duration of HBV infection for most HBV-related disease patients in China. It is reported by WHO that in WHO Western Pacific Region, persistent HBV infection mainly results from either vertical transmission at birth or horizontal transmission in children under 5 years of age [38]. A nationwide survey conducted in 1979-1980 in China, for example, reported an hepatitis B surface antigen seroprevalence of 8.9% in 1-4-year-olds, and changed little thereafter [39]. Therefore, age-matching design not only excluded one of the major risk confounders of HCC occurrence, but also made all three diagnostic groups comparable in terms of approximate duration of HBV infection. Although the design of age and sex-matching as well as other entry criteria (such as free of other hepatic virus infection and alcohol consumption) restricted our patient selection and led to relative small sample size, the strict-match design enhanced comparability of our case-control study and made our results more reliable.
A recent genome-wide association study (GWAS) identified 1p36.22 as a new susceptibility locus for HBV-related HCC [40]. In this study, Zhang and colleagues genotyped 440,794 SNPs in HCC patients and non-HCC controls lived in Guangxi province. Then they examined the top 45 significantly associated SNPs detected by GWAS in other independent samples and confirmed one SNP. No SNP within HLA or KIR region was found associated with HCC incidence in Zhang's study. We do not think it is in conflict with results of our observation. One of major reasons is that GWAS which is based on testing SNPs one by one can not perceive risk factors when the effect depends on the co-existence of two or more genes. The regulation of HLA and KIR on NK cell activation depends on each other through ligand-receptor interaction. In our study, HLA-C1C1 and HLA-Bw4-80I could be detected as risk factors probably due to the nearly 100% presence of their KIR receptors in our population (table S1). However, KIR frequencies have been reported to be varied with geographical position and ethnic groups throughout China. For example, in Guangdong province, which is adjacent to Guangxi province where the GWAS is conducted, only 58% of the population possess KIR2DL3 [41]. For KIR2DS4/1D, the susceptive effect depends on the presence of both KIR2DS4 and 1D as shown in table 2, and this effect could not be detected by GWAS neither. Hence, our association study, which investigated the combined effects of functional related polymorphic loci, could discover risk factors that could not be detected by GWAS.
Although the exact role of HBV genotype in hepatocarcinogenesis remains to be clarified, some genotypes are thought to increase the risk of HCC, such as HBV genotype C in Asian cohorts [42] or genotype F in other populations [43]. One limitation of our study is lack of information of HBV genotypes in the patients. Another limitation is that KIR allele polymorphisms were not analyzed in this study, since KIR polymorphisms, especially KIR3DL1 polymorphisms had been reported to affect NK cell inhibition by HLA ligand [44]. Large prospective studies are needed to confirm the results of our study.
In conclusion, the results of the current study showed that HBVinfected patients with certain KIR and HLA genotypes were more likely to develop liver cancer, providing genetic evidence of that over-activation of NK cell might contribute to hepatitis B progressing to HCC development. Our study is useful for HCC surveillance, and has implication for personalized hepatitis B treatment aiming at HCC prevention.