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1.
Int J Mol Sci ; 24(5)2023 Mar 01.
Article in English | MEDLINE | ID: mdl-36902191

ABSTRACT

The development of liver cancer in patients with hepatitis B is a major problem, and several models have been reported to predict the development of liver cancer. However, no predictive model involving human genetic factors has been reported to date. For the items incorporated in the prediction model reported so far, we selected items that were significant in predicting liver carcinogenesis in Japanese patients with hepatitis B and constructed a prediction model of liver carcinogenesis by the Cox proportional hazard model with the addition of Human Leukocyte Antigen (HLA) genotypes. The model, which included four items-sex, age at the time of examination, alpha-fetoprotein level (log10AFP) and presence or absence of HLA-A*33:03-revealed an area under the receiver operating characteristic curve (AUROC) of 0.862 for HCC prediction within 1 year and an AUROC of 0.863 within 3 years. A 1000 repeated validation test resulted in a C-index of 0.75 or higher, or sensitivity of 0.70 or higher, indicating that this predictive model can distinguish those at high risk of developing liver cancer within a few years with high accuracy. The prediction model constructed in this study, which can distinguish between chronic hepatitis B patients who develop hepatocellular carcinoma (HCC) early and those who develop HCC late or not, is clinically meaningful.


Subject(s)
Carcinoma, Hepatocellular , HLA-A Antigens , Hepatitis B, Chronic , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/virology , Hematologic Tests , Hepatitis B, Chronic/complications , HLA-A Antigens/genetics , Liver Neoplasms/diagnosis , Liver Neoplasms/genetics , Liver Neoplasms/virology , ROC Curve
2.
Sci Rep ; 12(1): 3854, 2022 03 09.
Article in English | MEDLINE | ID: mdl-35264675

ABSTRACT

The outbreak of COVID-19 caused by infection with SARS-CoV-2 virus has become a worldwide pandemic, and the number of patients presenting with respiratory failure is rapidly increasing in Japan. An international meta-analysis has been conducted to identify genetic factors associated with the onset and severity of COVID-19, but these factors have yet to be fully clarified. Here, we carried out genomic analysis based on a genome-wide association study (GWAS) in Japanese COVID-19 patients to determine whether genetic factors reported to be associated with the onset or severity of COVID-19 in the international meta-GWAS are replicated in the Japanese population, and whether new genetic factors exist. Although no significant genome-wide association was detected in the Japanese GWAS, an integrated analysis with the international meta-GWAS identified for the first time the involvement of the IL17A/IL17F gene in the severity of COVID-19. Among nine genes reported in the international meta-GWAS as genes involved in the onset of COVID-19, the association of FOXP4-AS1, ABO, and IFNAR2 genes was replicated in the Japanese population. Moreover, combined analysis of ABO and FUT2 genotypes revealed that the presence of oral AB antigens was significantly associated with the onset of COVID-19. FOXP4-AS1 and IFNAR2 were also significantly associated in the integrated analysis of the Japanese GWAS and international meta-GWAS when compared with severe COVID-19 cases and the general population. This made it clear that these two genes were also involved in not only the onset but also the severity of COVID-19. In particular, FOXP4-AS1 was not found to be associated with the severity of COVID-19 in the international meta-GWAS, but an integrated analysis with the Japanese GWAS revealed an association with severity. Individuals with the SNP risk allele found between IL17A and IL17F had significantly lower mRNA expression levels of IL17F, suggesting that activation of the innate immune response by IL17F may play an important role in the severity of SARS-CoV-2 infection.


Subject(s)
ABO Blood-Group System/genetics , COVID-19/pathology , Interleukin-17/genetics , Saliva/metabolism , Adult , Aged , Aged, 80 and over , Alleles , COVID-19/genetics , Female , Genome-Wide Association Study , Humans , Japan , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk Factors , SARS-CoV-2/isolation & purification , Severity of Illness Index , Young Adult
3.
Sci Rep ; 11(1): 3703, 2021 03 02.
Article in English | MEDLINE | ID: mdl-33654122

ABSTRACT

Hepatitis B (HB) vaccines (Heptavax-II and Bimmugen) designed based on HBV genotypes A and C are mainly used for vaccination against HB in Japan. To determine whether there are differences in the genetic background associated with vaccine responsiveness, genome-wide association studies were performed on 555 Heptavax-II and 1193 Bimmugen recipients. Further HLA imputation and detailed analysis of the association with HLA genes showed that two haplotypes, DRB1*13:02-DQB1*06:04 and DRB1*04:05-DQB1*04:01, were significantly associated in comparison with high-responders (HBsAb > 100 mIU/mL) for the two HB vaccines. In particular, HLA-DRB1*13:02-DQB1*06:04 haplotype is of great interest in the sense that it could only be detected by direct analysis of the high-responders in vaccination with Heptavax-II or Bimmugen. Compared with healthy controls, DRB1*13:02-DQB1*06:04 was significantly less frequent in high-responders when vaccinated with Heptavax-II, indicating that high antibody titers were less likely to be obtained with Heptavax-II. As Bimmugen and Heptavax-II tended to have high and low vaccine responses to DRB1*13:02, 15 residues were found in the Heptavax-II-derived antigenic peptide predicted to have the most unstable HLA-peptide binding. Further functional analysis of selected hepatitis B patients with HLA haplotypes identified in this study is expected to lead to an understanding of the mechanisms underlying liver disease.


Subject(s)
HLA-DRB1 Chains/genetics , Hepatitis B Surface Antigens/blood , Hepatitis B Vaccines/administration & dosage , Hepatitis B/genetics , Adult , Female , HLA-DQ Antigens/blood , HLA-DQ beta-Chains/genetics , HLA-DQ beta-Chains/immunology , HLA-DRB1 Chains/immunology , Haplotypes/genetics , Hepatitis B/blood , Hepatitis B/immunology , Hepatitis B/prevention & control , Hepatitis B Surface Antigens/genetics , Hepatitis B Surface Antigens/immunology , Hepatitis B Vaccines/genetics , Hepatitis B virus/immunology , Hepatitis B virus/pathogenicity , Humans , Japan/epidemiology , Male , Vaccination
4.
Hepatology ; 68(3): 848-858, 2018 09.
Article in English | MEDLINE | ID: mdl-29534301

ABSTRACT

Approximately 5-10% of individuals who are vaccinated with a hepatitis B (HB) vaccine designed based on the hepatitis B virus (HBV) genotype C fail to acquire protective levels of antibodies. Here, host genetic factors behind low immune response to this HB vaccine were investigated by a genome-wide association study (GWAS) and Human Leukocyte Antigen (HLA) association tests. The GWAS and HLA association tests were carried out using a total of 1,193 Japanese individuals including 107 low responders, 351 intermediate responders, and 735 high responders. Classical HLA class II alleles were statistically imputed using the genome-wide SNP typing data. The GWAS identified independent associations of HLA-DRB1-DQB1, HLA-DPB1 and BTNL2 genes with immune response to a HB vaccine designed based on the HBV genotype C. Five HLA-DRB1-DQB1 haplotypes and two DPB1 alleles showed significant associations with response to the HB vaccine in a comparison of three groups of 1,193 HB vaccinated individuals. When frequencies of DRB1-DQB1 haplotypes and DPB1 alleles were compared between low immune responders and HBV patients, significant associations were identified for three DRB1-DQB1 haplotypes, and no association was identified for any of the DPB1 alleles. In contrast, no association was identified for DRB1-DQB1 haplotypes and DPB1 alleles in a comparison between high immune responders and healthy individuals. Conclusion: The findings in this study clearly show the importance of HLA-DR-DQ (i.e., recognition of a vaccine related HB surface antigen (HBsAg) by specific DR-DQ haplotypes) and BTNL2 molecules (i.e., high immune response to HB vaccine) for response to a HB vaccine designed based on the HBV genotype C. (Hepatology 2018).


Subject(s)
Butyrophilins/genetics , HLA-DRB1 Chains/genetics , Hepatitis B Vaccines/immunology , Adult , Female , Genome-Wide Association Study , Hepatitis B virus/genetics , Humans , Male , Middle Aged , Young Adult
5.
Liver Int ; 37(10): 1476-1487, 2017 10.
Article in English | MEDLINE | ID: mdl-28267888

ABSTRACT

BACKGROUND & AIMS: HBV infection exhibits geographical variation in its distribution in South America. While HBV rates are low in central Argentina, the north-western region exhibits intermediate HBV rates. Unfortunately, the reasons that could explain this difference are still unknown. METHODS: A total of 1440 Argentines were recruited and grouped into HBV patients, HBV-resolved individuals and healthy controls. Genetic ancestry was assessed by analysis of biparental lineages and ancestry autosomal typing. SNPs of HLA-DPA1 (rs3077), HLA-DPB1 (rs9277542), HLA-DQB1 (rs2856718) and HLA-DQB2 (rs7453920) were determined, and HBV genotyping was performed by phylogenetic analysis in HBV patients. RESULTS: Native American ancestry prevailed in the north-western region when compared with central Argentina (P<.0001). However, no differences were observed among the three groups of each region. The distribution of HBV genotypes revealed significant differences (P<.0001). Three SNPs (rs3077, rs9277542 and rs7453920) showed a significant association with protection against chronic HBV and viral clearance in both regions. The remaining SNP showed a significant association with susceptibility to chronic HBV. The frequency rates of rs3077-T, related to protection against chronic HBV and viral clearance, were lower in north-western Argentina when compared with central Argentina. The same uneven frequency rates were observed for SNP rs9277542. CONCLUSIONS: This is the first study addressing the associations between the HLA-DP and HLA-DQ loci and the protection against chronic HBV and viral clearance in a multiethnic South American population. The uneven distribution of HLA-DP and HLA-DQ supports the HBV epidemiological differences observed in these two regions of Argentina with dissimilar ancestry genetic background.


Subject(s)
HLA Antigens/genetics , Hepatitis B virus/genetics , Hepatitis B, Chronic/genetics , Polymorphism, Single Nucleotide , Adult , Aged , Argentina/epidemiology , Chi-Square Distribution , Female , Gene Frequency , Genotype , HLA Antigens/immunology , HLA-DP alpha-Chains/genetics , HLA-DP alpha-Chains/immunology , HLA-DP beta-Chains/genetics , HLA-DP beta-Chains/immunology , HLA-DQ Antigens/genetics , HLA-DQ Antigens/immunology , HLA-DQ beta-Chains/genetics , HLA-DQ beta-Chains/immunology , Hepatitis B virus/immunology , Hepatitis B, Chronic/ethnology , Hepatitis B, Chronic/immunology , Hepatitis B, Chronic/virology , Host-Pathogen Interactions , Humans , Linkage Disequilibrium , Logistic Models , Male , Middle Aged , Molecular Epidemiology , Multivariate Analysis , Odds Ratio , Phylogeny , Protective Factors , Risk Factors
6.
Sci Rep ; 6: 24767, 2016 Apr 19.
Article in English | MEDLINE | ID: mdl-27091392

ABSTRACT

Associations of variants located in the HLA class II region with chronic hepatitis B (CHB) infection have been identified in Asian populations. Here, HLA imputation method was applied to determine HLA alleles using genome-wide SNP typing data of 1,975 Japanese individuals (1,033 HBV patients and 942 healthy controls). Together with data of an additional 1,481 Japanese healthy controls, association tests of six HLA loci including HLA-A, C, B, DRB1, DQB1, and DPB1, were performed. Although the strongest association was detected at a SNP located in the HLA-DP locus in a SNP-based GWAS using data from the 1,975 Japanese individuals, HLA genotyping-based analysis identified DQB1*06:01 as having the strongest association, showing a greater association with CHB susceptibility (OR = 1.76, P = 6.57 × 10(-18)) than any one of five HLA-DPB1 alleles that were previously reported as CHB susceptibility alleles. Moreover, HLA haplotype analysis showed that, among the five previously reported HLA-DPB1 susceptibility and protective alleles, the association of two DPB1 alleles (DPB1*09:01, and *04:01) had come from linkage disequilibrium with HLA-DR-DQ haplotypes, DRB1*15:02-DQB1*06:01 and DRB1*13:02-DQB1*06:04, respectively. The present study showed an example that SNP-based GWAS does not necessarily detect the primary susceptibility locus in the HLA region.


Subject(s)
HLA Antigens/immunology , Hepatitis B, Chronic/immunology , Disease Susceptibility , Genotype , HLA Antigens/genetics , Haplotypes , Hepatitis B, Chronic/genetics , Humans , Linkage Disequilibrium , Polymorphism, Single Nucleotide
7.
PLoS One ; 8(5): e64449, 2013.
Article in English | MEDLINE | ID: mdl-23700478

ABSTRACT

Hepatitis C virus (HCV) infection is a significant public health problem with over 170,000,000 chronic carriers and infection rates increasing worldwide. Chronic HCV infection is one of the leading causes of hepatocellular carcinoma which was estimated to result in ∼10,000 deaths in the United States in the year 2011. Current treatment options for HCV infection are limited to PEG-ylated interferon alpha (IFN-α), the nucleoside ribavirin and the recently approved HCV protease inhibitors telaprevir and boceprevir. Although showing significantly improved efficacy over the previous therapies, treatment with protease inhibitors has been shown to result in the rapid emergence of drug-resistant virus. Here we report the activity of two proteins, originally isolated from natural product extracts, which demonstrate low or sub-nanomolar in vitro activity against both genotype I and genotype II HCV. These proteins inhibit viral infectivity, binding to the HCV envelope glycoproteins E1 and E2 and block viral entry into human hepatocytes. In addition, we demonstrate that the most potent of these agents, the protein griffithsin, is readily bioavailable after subcutaneous injection and shows significant in vivo efficacy in reducing HCV viral titers in a mouse model system with engrafted human hepatocytes. These results indicate that HCV viral entry inhibitors can be an effective component of anti-HCV therapy and that these proteins should be studied further for their therapeutic potential.


Subject(s)
Antiviral Agents/pharmacology , Hepacivirus/drug effects , Plant Lectins/pharmacology , Animals , Antiviral Agents/administration & dosage , Antiviral Agents/chemistry , Cell Line , Chlorophyta/chemistry , Disease Models, Animal , Genotype , Hepacivirus/physiology , Hepatitis C/drug therapy , Hepatitis C/virology , Humans , Mice , Models, Molecular , Plant Lectins/administration & dosage , Plant Lectins/chemistry , Protein Binding , Protein Conformation , Rhodophyta/chemistry , Viral Envelope Proteins/metabolism , Viral Load/drug effects , Virus Internalization/drug effects , Virus Replication/drug effects
8.
Virology ; 402(2): 223-7, 2010 Jul 05.
Article in English | MEDLINE | ID: mdl-20435329

ABSTRACT

We explored the timescale, spatial spread, and risk group population structure of HIV-1 subtype B', the cause of explosive blood-borne HIV-1 epidemics among injecting drug users (IDUs) and former plasma donors (FPDs) in Asia. Sequences from FPDs in China formed a distinct monophyletic cluster within subtype B'. Further analysis revealed that subtype B' was founded by a single lineage of pandemic subtype B around 1985. Subsequently, the FPD cluster appears to have derived from a single subtype B' lineage around 1991, corroborating the hypothesis that FPD outbreaks stemmed from the preceding epidemic among IDUs in Southeast Asia, most likely from the Golden-Triangle region.


Subject(s)
HIV Infections/epidemiology , HIV-1/classification , HIV-1/isolation & purification , Asia/epidemiology , Blood Donors , Cluster Analysis , Genotype , Geography , HIV Infections/virology , HIV-1/genetics , Humans , Molecular Epidemiology , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction , Risk Factors , Risk-Taking , Sequence Analysis, DNA , Sequence Homology , Substance Abuse, Intravenous , gag Gene Products, Human Immunodeficiency Virus/genetics
9.
J Acquir Immune Defic Syndr ; 54(2): 129-36, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20386110

ABSTRACT

A molecular epidemiological investigation conducted among injecting drug users in eastern Peninsular Malaysia in 2007 identified a cluster of sequences (n = 3) located outside any known HIV-1 genotype. Analyses of near full-length nucleotide sequences of these strains from individuals with no recognizable linkage revealed that they have an identical subtype structure comprised of CRF01_AE and subtype B', distinct from any known circulating recombinant forms (CRFs). This novel CRF, designated CRF48_01B, is closely related to CRF33_01B, previously identified in Kuala Lumpur. Phylogenetic analysis of multiple CRF48_01B genome regions showed that CRF48_01B forms a monophyletic cluster within CRF33_01B, suggesting that this new recombinant is very likely a descendant of CRF33_01B. CRF48_01B thus represents one of the first examples of a "second-generation" CRF, generated by additional crossover with pre-existing CRFs. Corroborating these results, Bayesian molecular clock analyses indicated that CRF48_01B emerged in approximately 2001, approximately approximately 8 years after the emergence of CRF33_01B.


Subject(s)
HIV Infections/virology , HIV-1/genetics , Adult , Genotype , HIV Infections/epidemiology , Humans , Malaysia/epidemiology , Male , Middle Aged , Molecular Sequence Data , Phylogeny , Reassortant Viruses/genetics , Time Factors
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