Variations in DEPDC5 gene and its association with chronic hepatitis C virus infection in Saudi Arabia
© Al-Anazi et al.; licensee Biomed Central. 2014
Received: 24 April 2014
Accepted: 13 November 2014
Published: 31 December 2014
Variations at DEPDC5 gene have been recently reported as genetic markers associated with hepatocellular carcinoma (HCC) progression in chronic HCV-infected patients. This study was conducted to assess the association of DEPDC5 variants with advanced liver cirrhosis and HCC development among chronic HCV-infected patients in Saudi Arabian population.
Six-hundred and one HCV-infected patients were genotyped for DEPDC5 polymorphisms (rs1012068 and rs5998152), in comparison with 592 non-infected healthy control subjects. The allelic frequency and genotype distribution of both DEPDC5 polymorphisms were determined followed by haplotype frequency estimation and multiple logistic regression analysis.
The frequency of the risk alleles of both rs1012068 and rs5998152 was shown to be more in healthy control subjects than in patients (p = 0.0001, OR = 0.704, CI = 0.591-0.839; p = 0.002, OR = 0.761, CI = 0. 0.639-0.907, respectively). Also, our results revealed that GT for SNP rs1012068 (OR =1.715; 95% CI 1.132-2.597; p = 0.0104) and CT for SNP rs5998152 (OR = 1.932; 95% CI 1.276-2.925; p = 0.0017) showed significant association with development of cirrhosis compared with the GG and CC genotypes, respectively. The data also revealed that subjects with the T allele of both SNPs appeared to have a lower susceptibility to HCV-related cirrhosis/HCC than those with the G allele of rs1012068 (p = 0.038, OR = 1.353, 95 % CI 1.017-1.800) and C allele of rs5998152 (p = 0.043, OR = 1.342, 95 % CI 1.010-1.784). Haplotype analysis showed that a combination of T-T alleles of rs1012068 and rs5998152 was significantly associated with liver cirrhosis (frequency = 71.3% and p = 0.027) and with cirrhosis/HCC (frequency = 71.4% and P = 0.045). Also, multiple logistic regression analysis showed that rs5998152 (OR = 2.844, 95% CI 1.333-6.069 and p = 0.007), rs1012068 (OR = 2.793, 95% CI 1.316-5.928 and p = 0.010), age (OR = 1.029, 95% CI 1.001-1.057 and p = 0.041) and HCV genotypes (OR = 0.247, 95% CI 0.097-0.630 and p = 0.003) were independently associated with chronicity of HCV infection.
Genetic variations in DEPDC5 gene region may influence HCV-associated liver cirrhosis and/or HCC development.
Hepatitis C virus (HCV) is a single-stranded RNA virus that belongs to the Flaviviridae family, genus Hepacivirus. It is an enveloped and a non-cytopathic virus. Over 180 million people are infected with HCV worldwide including 94.6 million people in the Western Pacific and Southeast Asia regions, with an estimated infection rate of more than 200 million people by the year 2020 ,. More than 30% of acute infections are asymptomatic with the possibility of clearance by the natural immune defenses while 70-85% of patients will develop chronic HCV infection ,. About 15% of chronically infected patients develop cirrhosis and, eventually, 5% of these cirrhotic patients may go on to develop hepatocellular carcinoma (HCC) within 5 years , .
HCV proteins, particularly Core and NS5A, induce endoplasmic reticulum stress causing liver injury and inflammation. This is followed by the over-production and accumulation of extracellular matrix proteins induced by transforming growth factor (TGF)- β, which leads to the formation of fibrosis and distorts the hepatic architecture ,. The molecular pathogenesis of HCV-associated HCC development has been reported to be mainly caused by HCV core-activated TGF- β that acts as a tumor promoting agent through its ability to bind SMAD3, the major transcription factor of TGF-β signaling ,.
Recent studies have identified several risk factors for the severity of the outcome of HCV infection including older age, male gender, viral genotype, the virus mutation rate, co-infection with other viruses (such as HIV and HBV), metabolic factors (such as obesity, insulin resistance, and steatosis), and high alcohol and tobacco consumptions . In addition, host genetic polymorphisms in several genes (such as HLA-DRB1, TNF-α, IL-10, TGF-β1 and p53) have been directly linked to increased severity of HCV-associated diseases -.
Recently, there is a growing interest in the identification of genetic markers influencing the risk of developing HCV-associated cirrhosis and HCC . Using high-throughput genomic technology, a genome-wide association study (GWAS) has revealed one intronic single nucleotide polymorphism (SNP) from the DEPDC5 (Dishevelled, Egl-10 and Pleckstrin domain-containing 5) region that was strongly associated with the risk of HCC progression in Japanese patients chronically infected with HCV . DEPDC5 gene has been localized to the long arm of chromosome 22, 22q12.3 and it encodes a cytoplasmic protein which has been recently shown to have a central role in focal epilepsy, a neurological disorder . The function of the DEPDC5 has not been defined yet; however, DEPDC5 protein has been demonstrated to block the effect of mammalian target of rapamycin (mTOR), a multi-functional protein involved in many cellular systems including inflammation, cell growth and tumorigenesis including hepatocarcinogenesis -.
In this study we aimed to determine the link between DEPDC5 variations, namely SNPs rs1012068 and rs5998152 (located 2.7 kb upstream of rs1012068), and the risk of developing HCC in chronic HCV-infected patients. The association between liver cirrhosis and these SNPs was also examined as HCC almost exclusively occurs in the context of cirrhosis in HCV patients and it is considered as a pre-neoplastic condition for the development of HCC .
From August 2007 to August 2010, 601 Saudi patients infected with HCV (anti-HCV serology positive with a detectable HCV RNA) were recruited from three major hospitals in Riyadh city, including King Faisal Specialist Hospital & Research Center, Riyadh Military Hospital, and King Khalid University Hospital. The patients were grouped into three categories based on disease severity as follows: Group I: chronic HCV patients who were diagnosed on the basis of the presence of antibodies against HCV (anti HCV) and serum HCV RNA for more than six months. This group includes patients with normal, elevated and fluctuating levels of alanine aminotransferase (ALT). However, none of these patients showed any biochemical, clinical, radiological or histological evidence of cirrhosis (n = 450), Group II: patients having cirrhosis (n = 124) and Group III: cirrhotic patients with HCC (n = 27). Blood samples were also collected from 592 normal healthy subjects who volunteered to participate in this study. Control subjects were characterized by the absence of any known serological marker for HCV, HCV RNA or any evidence of liver disease. For non-histological diagnosis of cirrhosis, a fibroscan consistent with cirrhosis  or a combination of any four of the following criteria was required: platelet count <100× 109/L, presence of esophageal varices, imaging features consistent with cirrhosis, albumin level less than 30 g/L, INR more than 1.4 and bilirubin >30 μmol/L ,. The diagnosis of HCC was based upon established guidelines criteria . Briefly, enhancement of a liver lesion during the arterial phase and contrast washout during the portal phase, in patients with background cirrhosis was considered diagnostic of HCC. Trucut biopsy was performed only where considerable doubt existed after imaging studies. To avoid many confounding factors that could cause liver abnormalities, patients with the following clinical conditions were excluded from the study: significant alcohol ingestion, co-infection with HBV and/or HIV and other causes of liver disease such as Wilson’s disease, hemochromatosis and autoimmune hepatitis.
The study was approved by the institutional review boards of all participating hospitals, and conducted in accordance with the Helsinki Declaration of 1975. Informed consents were obtained from all patients and healthy control subject.
Genotyping of HCV
Nucleic acids were extracted from sera using the QIAmp MinElute Virus Spin Kit (QIAGEN, Santa Clarita, California, USA) following the manufacturer’s instructions. Genotyping was carried out using INNO-LiPA HCV II (Innogenetics NV, Ghent, Belgium) according to the manufacturer’s instructions.
Genotyping of DEPDC5 SNPs
Genomic DNA was isolated from buffy coat of the HCV patients and control subjects using Gentra Pure Blood kit (Qiagen, Hilden, Germany) according to manufacturer’s recommendations. Real-time PCR TaqMan allelic discrimination assays were purchased from Applied Biosystems (Applied Biosystems, Foster City, CA). They were used to perform genotyping of SNPs rs1012068 (assay ID: C_27100398_10) and rs5998152 (assay ID: C_2456027_10). These assays were designed to utilize SNP specific primers and two allele-specific TaqMan® minor groove binder (MGB) probes. For SNP rs1012068, one of the probes was specific for G allele and was labeled with the reporter dye VIC and the other was specific for T allele and was labeled with the reporter dye FAM. For SNP rs5998152, one of the probes was specific for C allele and labeled with the reporter dye VIC and the other was specific for T allele and was labeled with the reporter dye FAM.
The reactions were performed in 96-well plates in a total reaction volume of 25 μl using 20 ng of genomic DNA. The mixture contained 900 nM of each primer and 200 nM of each labeled probe and TaqMan universal PCR master mix. The plates were subjected to the following cycling parameters: 95°C for 10 minutes, followed by 40 cycles of 92°C for 15 seconds for denaturation and 60°C for 1.5 minutes for annealing and extension. Genotypes were assessed by the TaqMan allele-specific assay method using the ABI Prism® 7500 Sequence Detection System software, according to the manufacturer’s protocols (Applied Biosystems, Foster City, CA).
Statistical analysis was performed using SPSS version 20.0 (SPSS Inc., Chicago, IL, USA) and HaploView version 4.2. The association between the DEPDC5 SNPs and the disease status were expressed in odds ratio (OR) and their 95% confidence intervals (CI). A p <0.05 was considered to be statistically significant. The SNPs were tested for Hardy–Weinberg equilibrium (HWE) using the program (http://ihg.gsf.de/cgi-bin/hw/hwa1.pl). A cut-off p-value of 0.05 was set for HWE and SNPs were excluded from the study only if minor allele frequency (MAF) of 1% was found.
Demographic and clinical characteristics of HCV-infected patients and healthy control subjects
50.9 ± 14.98
58.30 ± 11.86
63.23 ± 10.70
30.79 ± 8.90
Male gender (%)
68.973 ± 57.99
78.66 ± 50.76
114.33 ± 31.78
43.54 ± 33.30
72.67 ± 48.81
91.33 ± 24.58
113.37 ± 78.91
133.66 ± 90.04
147.00 ± 96.70
HCV RNA (Log10)*
The distribution of HCV genotypes was determined in these patients. Our results revealed that the majority of patients were infected with genotype 4 (357/601, 59.4%), followed by genotype 1 (148/601, 24.63%). Other samples belonged to genotypes 2 and 3 in addition to few samples that could not be typed by the method used (96/601, 15.97%) (Table 1).
Additionally, the prevalence of diabetes mellitus type 2 (DM2) was determined in the patients included in this study. Our results showed that the overall incidence of DM2 was 30.8% (185/601). One-hundred and thirty four (72.4%) chronic HCV patients were found to have DM2, while, DM2 incidence was 23.8% (44/185) and 3.8% (7/185) among patients with cirrhosis and HCC, respectively (Table 1).
Heterozygosity and minor allele frequency of the DEPDC5 between control subjects and chronic HCV-infected patients
DEPDC5 genetic variations between chronic HCV-infected patients and control group
Genotype distribution/allele frequency
OR (95% C.I.)
GG + GT.VS.TT
TT + GT.VS.GG
CC + CT.VS.TT
TT + CT.VS.CC
DEPDC5 genetic variations between chronic HCV-infected patients (Group 1) and cirrhotic HCV-infected patients (Group 2)
OR (95% C.I.)
GG + GT.VS.TT
TT + GT.VS.GG
CC + CT.VS.TT
TT + CT.VS.CC
DEPDC5 genetic variations among chronic HCV-infected patients (Group 1) and cirrhotic HCV-infected patients diagnosed with HCC (Group 3)
Cirrhosis + HCC (151)
OR (95% C.I.)
GG + GT.VS.TT
TT + GT.VS.GG
CC + CT.VS.TT
TT + CT.VS.CC
Haplotype frequencies of the DEPDC5 between healthy control and chronic HCV-infected groups
Chronic HCV, healthy control ratio
Chronic HCV, healthy control frequencies
Haplotype frequencies of the DEPDC5 between chronic HCV-infected patients and cirrhotic HCV-infected patients
Liver cirrhosis, HCV patient ratio
Liver cirrhosis, HCV patient frequencies
Haplotype frequencies of the DEPDC5 between chronic HCV-infected patients and cirrhotic HCV-infected patients diagnosed with HCC
Liver cirrhosis + HCC, HCV patients ratio
Liver cirrhosis + HCC, HCV patients frequencies
Multiple logistic regression analysis among chronic HCV-infected patients and patients diagnosed with cirrhosis and hepatocellular carcinoma
It is well established that the outcome of HCV infection is somewhat influenced by host factors such as advanced age, male gender, obesity and host genetics . Based on this, there is a growing interest in the identification of host genetic variations that may also play a role in the host response to infection and the clinical outcome of the disease. Recently several GWAS studies have been conducted on chronic HCV-infected patients diagnosed with fibrosis, cirrhosis and/or HCC ,,. These studies were conducted in order to help predict clinical outcome and guide management of HCV-infected patients. These studies identified promising prognostic genetic factors including variations in DEPDC5 gene that were linked to HCC development in HCV-infected patients. SNPs rs1012068 and rs5998152 in DEPDC5 gene were described as genetic markers for HCC progression among chronic HCV-infected Japanese patients .
In the present study, chronic HCV-infected patients were stratified according to disease progression. SNPs rs1012068 and rs5998152 were genotyped to assess their frequency as genetic susceptibility factors for end-stage liver disease progression in HCV-infected Saudi Arabian population. We have shown that the dominant allele T frequency of both SNPs rs1012068 and rs5998152 was strongly associated with severe outcome of chronic HCV infection and could be considered as a genetic susceptibility factor for HCV infection and for end-stage liver disease progression.
We have also determined that MAF of both SNPs is nearly 30% in Saudi subjects who were included in this study. Other studies have reported 12% of rs1012068 MAF in Japanese population , 23% in Chinese population and 26% in Western Europeans as documented in the NCBI database. This variation of MAF determined in some ethnic populations indicates the necessity to conduct genetic polymorphisms with clinical association studies to validate any potential prognostic factor demonstrated in other ethnic population. This study also demonstrates that the frequency of the minor alleles showed a significant difference in the distribution between healthy control subjects and HCV-infected patients. Both alleles, G of rs1012068 and C of rs5998152, were more frequent in the healthy individuals than in the patients, suggesting that they might contribute to protection against HCV infection. However, among chronic HCV-infected Saudi Arabian patients in early- and end-stage liver disease, we did not confirm the association of the risk allele as “G” for DEPDC5 SNP rs1012068 for HCC progression as demonstrated in Japanese population  or even for low fibrosis stages . Interestingly, in the current study the patients carrying the heterozygous GT genotype for SNP rs1012068 or CT genotype for rs5998152 were more likely to be cirrhotic or with HCC as compared to those without. However, none of the homozygous genotypes showed a significant distribution in any of the patients’ groups. In contrast to the GWAS conducted by Miki and colleagues on a Japanese population, we have shown a significant difference between chronically infected patients compared to cirr/HCC patients under the dominant model for rs1012068. Our results are in agreement with Miki et al.  with regard to the dominant model of rs1012068. Such differences suggest that results from these studies are population-dependent. Moreover, the exact definition of the pathological status associated with HCV infection could vary between different groups. To avoid such controversies, it is obvious that studies of genetic susceptibility factors for HCV infection and its sequelae ought to be conducted according to a rigorous clinical stratification of a large cohort of well-defined patients.
Evidence suggests that HCV increases the risk of development of DM2 . It has been reported that the incidence of DM2 to the non-cirrhotic HCV patients is 33% as compared to a control group with no liver disease (5.6%) . In the present study, about a third of HCV patients had DM2, similar to the earlier report. However, another study  from the southern part of Saudi Arabia showed a much lower prevalence (15.2%), and there was no significant difference in the prevalence of DM2 between HCC and cirrhosis patients. Factors that could account for the lower prevalence of DM2 may in part be related to differences in age, a family history, dietary habits, obesity/steatosis, or mainly due to inclusion of only advanced liver disease patients (liver cirrhosis and HCC). Moreover, the prevalence of DM between the three subgroups of HCV patients (Chronic HCV, Cirrhotic and HCC) was not statistically significant.
In the present study, we also observed an association between rs1012068 and rs5998152 haplotypes and HCV infection. A significant correlation between the frequency of several haplotypes and end-stage liver complications was evident, demonstrating their potential usefulness as prognostic genetic factors in susceptibility and progression of chronic HCV infection. However, this correlation should be confirmed in a different population and in a larger sample size.
The contribution and the significance of the genetic effects of rs1012068 and rs5998152 SNPs on the molecular mechanisms of action of DEPDC5 are not known, as there are no functional studies on these polymorphisms available, and deserve further investigations at the cellular level. Recently, a study has demonstrated that DEPDC5 mutation was involved in focal epilepsy, a neurodegenerative disease. A GWAS has demonstrated that patients co-infected with HCV and HIV developed more neurologic disorders than HIV mono-infected patients . In addition, HCV has a high mutation rate, which is consistent with the high degree of HCV genetic diversity found across the population of infected individuals. Indeed, HCV is highly variable, with multiple genotypes, and a global genetic diversity that is higher than that of human immunodeficiency virus . This genetic diversity allows fast evolution and escapes from immune and antiviral drug pressure, and may contribute to HCV pathogenesis. Thus far, the only cell function of DEPDC5 mentioned was to block mTOR pathway . A recent study using HCV-infected hepatocytes has described the activation of mTOR signaling induced by HCV through NS5A viral protein . Furthermore, it has been reported that inhibition of mTOR blocks the anti-inflammatory effects of glucocorticoids in myeloid immune cells and might promote fibrosis by a TGF-β-independent mechanism ,. Altogether, it would be of interest to study DEPDC5 protein function from chronic HCV-infected patients diagnosed with end-stage liver disease to know whether the protein is functional and to investigate its function in the immune system and in hepatocarcinogenesis.
We have demonstrated that DEPDC5 SNPs, rs1012068 and rs599815were associated with chronic HCV infection and with end-stage liver disease progression. Further investigation is needed to determine the function of DEPDC5 in inflammatory process and eventually in hepatocarcinogenesis.
This study was supported in part by a grant from King Abdulaziz City for Science and Technology, project number ARP-27-18. This study was approved by Research Advisory Council (RAC) of King Faisal Specialist Hospital and Research Centre (KFSHRC), project number 2060040. The support of the Research Center administration at KFSHRC is highly appreciated. The authors are grateful to Hanan Shaarawi and Maureene Delos Reyes for secretarial and logistic assistance.
- Meier V, Ramadori G: Hepatitis C virus virology and new treatment targets. Expert Rev Anti Infect Ther. 2009, 7 (3): 329-350. 10.1586/eri.09.12.View ArticlePubMedGoogle Scholar
- Ngyuen LH, Ngyuen NM: Systematic review: Asian patients with chronic hepatitis C infection . Aliment Pharmacol Ther. 2013, 37 (10): 921-936. 10.1111/apt.12300.View ArticleGoogle Scholar
- Blackard JT, Shata MT, Shire NJ, Sherman KE: Acute hepatitis C virus infection: a chronic problem. Hepatology. 2008, 47 (1): 321-331. 10.1002/hep.21902.View ArticlePubMedPubMed CentralGoogle Scholar
- Maheshwari A, Ray S, Thuluvath PJ: Acute hepatitis C. Lancet. 2008, 372 (9635): 321-332. 10.1016/S0140-6736(08)61116-2.View ArticlePubMedGoogle Scholar
- Chen SL, Morgan TR: The natural history of hepatitis C virus (HCV) infection. Int J Med Sci. 2006, 3 (2): 47-52. 10.7150/ijms.3.47.View ArticlePubMedPubMed CentralGoogle Scholar
- Chiaramonte MST, Vian A, Stazi MA, Floreani A, Lorenzoni V, Lobello S, Farinati F, Naccaroto R: Role of incidence of hepatocellular carcinoma in patients with compensated viral cirrhosis. Cancer. 1999, 85 (10): 2132-2137. 10.1002/(SICI)1097-0142(19990515)85:10<2132::AID-CNCR6>3.0.CO;2-H.View ArticlePubMedGoogle Scholar
- Ke PY, Chen SS: Hepatitis C virus and cellular stress response: implications to molecular pathogenesis of liver diseases. Viruses. 2012, 4 (10): 2251-2290. 10.3390/v4102251.View ArticlePubMedPubMed CentralGoogle Scholar
- Matsuzaki K, Murata M, Yoshida K, Sekimoto G, Uemura Y, Sakaida N, Kaibori M, Kamiyama Y, Nishizawa M, Fujisawa J, Okazaki K, Seki T: Chronic inflammation associated with hepatitis C virus infection perturbs hepatic transforming growth factor beta signaling, promoting cirrhosis and hepatocellular carcinoma. Hepatology. 2007, 46 (1): 48-57. 10.1002/hep.21672.View ArticlePubMedGoogle Scholar
- Battaglia S, Benzoubir N, Nobilet S, Charneau P, Samuel D, Zignego AL, Atfi A, Brechot C, Bourgeade MF: Liver cancer-derived hepatitis C virus core proteins shift TGF-beta responses from tumor suppression to epithelial-mesenchymal transition. PLoS One. 2009, 4 (2): e4355-10.1371/journal.pone.0004355.View ArticlePubMedPubMed CentralGoogle Scholar
- Jeong SW, Jang JY, Chung RT: Hepatitis C virus and hepatocarcinogenesis. Clin Mol Hepatol. 2012, 18 (4): 347-356. 10.3350/cmh.2012.18.4.347.View ArticlePubMedPubMed CentralGoogle Scholar
- Imran MMS, Ashraf J, Khalid M, Tariq M, Khaliq HM, Azam S: Role of viral and host factors in interferonbasedtherapy of hepatitis C virus infection. Virol J. 2013, 10: 299-10.1186/1743-422X-10-299.View ArticlePubMedPubMed CentralGoogle Scholar
- Asselah T, Estrabaud E, Bieche I, Lapalus M, De Muynck S, Vidaud M, Saadoun D, Soumelis V, Marcellin P: Hepatitis C: viral and host factors associated with non-response to pegylated interferon plus ribavirin. Liver Int. 2010, 30 (9): 1259-1269. 10.1111/j.1478-3231.2010.02283.x.View ArticlePubMedPubMed CentralGoogle Scholar
- Ezzikouri SBS, Pineau P: Human genetic variation and the risk of hepatocellular carcinoma development. Hepatol Int. 2013, 7: 820-831. 10.1007/s12072-013-9463-y.View ArticlePubMedGoogle Scholar
- Kondo Y, Ueno Y, Shimosegawa T: Dysfunction of immune systems and host genetic factors in hepatitis c virus infection with persistent normal ALT. Hepat Res Treat. 2011, 2011: 713216-PubMedPubMed CentralGoogle Scholar
- Nahon P, Zucman-Rossi J: Single nucleotide polymorphisms and risk of hepatocellular carcinoma in cirrhosis. J Hepatol. 2012, 57 (3): 663-674. 10.1016/j.jhep.2012.02.035.View ArticlePubMedGoogle Scholar
- Miki D, Ochi H, Hayes CN, Abe H, Yoshima T, Aikata H, Ikeda K, Kumada H, Toyota J, Morizono T, Tsunoda T, Kubo M, Nakamura Y, Kamatani N, Chayama K: Variation in the DEPDC5 locus is associated with progression to hepatocellular carcinoma in chronic hepatitis C virus carriers. Nat Genet. 2011, 43 (8): 797-800. 10.1038/ng.876.View ArticlePubMedGoogle Scholar
- Ishida S, Picard F, Rudolf G, Noe E, Achaz G, Thomas P, Genton P, Mundwiller E, Wolff M, Marescaux C, Miles R, Baulac M, Hirsch E, Leguern E, Baulac S: Mutations of DEPDC5 cause autosomal dominant focal epilepsies. Nat Genet. 2013, 45 (5): 552-555. 10.1038/ng.2601.View ArticlePubMedGoogle Scholar
- Bar-Peled L, Chantranupong L, Cherniack AD, Chen WW, Ottina KA, Grabiner BC, Spear ED, Carter SL, Meyerson M, Sabatini DM: A Tumor suppressor complex with GAP activity for the Rag GTPases that signal amino acid sufficiency to mTORC1. Science. 2013, 340 (6136): 1100-1106. 10.1126/science.1232044.View ArticlePubMedPubMed CentralGoogle Scholar
- Villanueva A, Chiang DY, Newell P, Peix J, Thung S, Alsinet C, Tovar V, Roayaie S, Minguez B, Sole M, Battiston C, Van Laarhoven S, Fiel MI, Di Feo A, Hoshida Y, Yea S, Toffanin S, Ramos A, Martignetti JA, Mazzaferro V, Bruix J, Waxman S, Schwartz M, Meyerson M, Friedman SL, Llovet JM: Pivotal role of mTOR signaling in hepatocellular carcinoma . Gastroenterology. 2008, 135 (6): 1972-1983. 10.1053/j.gastro.2008.08.008. 1983 e1971-1911,View ArticlePubMedPubMed CentralGoogle Scholar
- Weichhart T, Haidinger M, Katholnig K, Kopecky C, Poglitsch M, Lassnig C, Rosner M, Zlabinger GJ, Hengstschlager M, Muller M, Horl WH, Saemann MD: Inhibition of mTOR blocks the anti-inflammatory effects of glucocorticoids in myeloid immune cells. Blood. 2011, 117 (16): 4273-4283. 10.1182/blood-2010-09-310888.View ArticlePubMedGoogle Scholar
- Sanyal AJ, Yoon SK, Lencioni R: The etiology of hepatocellular carcinoma and consequences for treatment. Oncologist. 2010, 15 (Suppl 4): 14-22. 10.1634/theoncologist.2010-S4-14.View ArticlePubMedGoogle Scholar
- Shaheen AA, Wan AF, Myers RP: FibroTest and FibroScan for the prediction of hepatitis C-related fibrosis: a systematic review of diagnostic test accuracy. Am J Gastroenterol. 2007, 102 (11): 2589-2600. 10.1111/j.1572-0241.2007.01466.x.View ArticlePubMedGoogle Scholar
- Alameri HF, Sanai FM, Al Dukhayil M, Azzam NA, Al-Swat KA, Hersi AS, Abdo AA: Six minute walk test to assess functional capacity in chronic liver disease patients. World J Gastroenterol. 2007, 13 (29): 3996-4001. 10.3748/wjg.v13.i29.3996.View ArticlePubMedPubMed CentralGoogle Scholar
- Sanai FM, Sobki S, Bzeizi KI, Shaikh SA, Alswat K, Al-Hamoudi W, Almadi M, Al Saif F, Abdo AA: Assessment of alpha-fetoprotein in the diagnosis of hepatocellular carcinoma in Middle Eastern patients. Dig Dis Sci. 2010, 55 (12): 3568-3575. 10.1007/s10620-010-1201-x.View ArticlePubMedGoogle Scholar
- Bruix J, Sherman M: Management of hepatocellular carcinoma. Hepatology. 2005, 42 (5): 1208-1236. 10.1002/hep.20933.View ArticlePubMedGoogle Scholar
- Bengsch B, Thimme R, Blum HE: Role of host genetic factors in the outcome of hepatitis C virus infection. Viruses. 2009, 1 (2): 104-125. 10.3390/v1020104.View ArticlePubMedPubMed CentralGoogle Scholar
- Motomura TO, Yuki; Shirabe, Ken; Fukuhara, Takasuke; Konishi, Hideyuki; Mano, Yohei; Toshima, Takeo; Yoshiya, Shohei; Muto, Jun; Ikegami, Toru; Yoshizumi, Tomoharu; Maehara, Yoshihiko: Neither MICA Nor DEPDC5 Genetic Polymorphisms Correlate with Hepatocellular Carcinoma Recurrence following Hepatectomy. HPB Surgery 2012, 2012:185496.,Google Scholar
- Abenavoli L, Almasio PL: Chronic hepatitis C infection and insulin resistance: two best friends. Expert Rev Anti Infect Ther. 2011, 9 (8): 555-558. 10.1586/eri.11.72.View ArticlePubMedGoogle Scholar
- Knobler H, Schihmanter R, Zifroni A, Fenakel G, Schattner A: Increased risk of type 2 diabetes in noncirrhotic patients with chronic hepatitis C virus infection. Mayo Clin Proc. 2000, 75 (4): 355-359. 10.4065/75.4.355.View ArticlePubMedGoogle Scholar
- Singal AK, Ayoola AE: Prevalence and factors affecting occurrence of type 2 diabetes mellitus in Saudi patients with chronic liver disease. Saudi J Gastroenterol. 2008, 14 (3): 118-121. 10.4103/1319-3767.41729.View ArticlePubMedPubMed CentralGoogle Scholar
- Vivithanaporn PNK, DeBlock L, Newman SC, Gill MJ, Power C: Hepatitis C virus co-infection increases neurocognitive impairment severity and risk of death in treated HIV/AIDS. J Neurol Sci. 2012, 312 (1–2): 45-51. 10.1016/j.jns.2011.08.025.View ArticlePubMedGoogle Scholar
- Delwart E, Slikas E, Stramer SL, Kamel H, Kessler D, Krysztof D, Tobler LH, Carrick DM, Steele W, Todd D, Wright DJ, Kleinman SH, Busch MP: Genetic diversity of recently acquired and prevalent HIV, hepatitis B virus, and hepatitis C virus infections in US blood donors. J Infect Dis. 2012, 205 (6): 875-885. 10.1093/infdis/jir862.View ArticlePubMedPubMed CentralGoogle Scholar
- Shrivastava S, Bhanja Chowdhury J, Steele R, Ray R, Ray RB: Hepatitis C virus upregulates Beclin1 for induction of autophagy and activates mTOR signaling. J Virol. 2012, 86 (16): 8705-8712. 10.1128/JVI.00616-12.View ArticlePubMedPubMed CentralGoogle Scholar
- Mikaelien IMM, Gadet R, Viallet J, Garcia A, Girard-Gagnepain A, Hesling C, Gillet G, Gonzalo P, Rimokh R, Billaud M: Genetic and pharmacologic inhibition of mTORC1 promotes EMT by a TFG-b-independent mechanism. Cancer Res. 2013, 73 (22): 6621-6631. 10.1158/0008-5472.CAN-13-0560.View ArticleGoogle Scholar
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