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Lin SYC, Woo PCY. Phylodynamics of hepatitis B virus genotype B in East Asia: A population genomics analysis. J Biol Methods 2025; 12:e99010048. [PMID: 40200946 PMCID: PMC11973052 DOI: 10.14440/jbm.2025.0084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 11/28/2024] [Accepted: 12/10/2024] [Indexed: 04/10/2025] Open
Abstract
Background Hepatitis B virus (HBV) genotype B (HBV/B) is the predominant strain in Taiwan and several East Asian countries. Objective The aim of this study is to use comprehensive phylogenetic analysis tools to monitor the long-term molecular evolution dynamic of HBV genotype B population in East Asia. Methods In this study, full genome sequences of HBV with temporal information were extracted from GenBank and analyzed using the Bayesian Markov chain Monte Carlo method to identify best-fitting coalescent models. Results Bayesian Skygrid analysis revealed a viral effective population (phylodynamic) bottleneck for HBV/B in 2003, a pattern similar to the previously described HBV genotype C (HBV/C). Despite these similarities, the viral dynamics for HBV/B and HBV/C diverged after 2005. HBV/C exhibited a marked decrease in genetic diversity across East Asia, whereas HBV/B maintained stable genetic diversity after 2005. Phylogeographic analysis using Neighbor-Joining and Bayesian maximum clade credibility trees indicated that Taiwan was likely the geographic origin of the most recent common ancestor of HBV/B in East Asia. An early clade spread to Japan and subsequently to the West Coast of the United States of America. Another clade dispersed to China, spread widely across the region, and was reintroduced to Taiwan multiple times. In contrast, HBV/C likely originated in China and spread to Japan, Korea, and Taiwan over several decades. Conclusion This study highlights the similarities and differences between the viral dynamics and geographical evolutionary pathways between HBV/B and HBV/C.
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Affiliation(s)
- Serena Y. C. Lin
- Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei 106, Taiwan
| | - Patrick C. Y. Woo
- Doctoral Program in Translational Medicine and Department of Life Sciences, National Chung Hsing University, Taichung 402, Taiwan
- The iEGG and Animal Biotechnology Research Center, National Chung Hsing University, Taichung 402, Taiwan
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2
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Xu H, Lin G, Chen R, Cai Z, Sun Y, Zhang X, Zhao B, Zeng Y, Liu J, Liu X. CRISPR/Cas12b assisted loop-mediated isothermal amplification for easy, rapid and sensitive quantification of chronic HBV DNA in one-pot. Anal Chim Acta 2024; 1310:342702. [PMID: 38811141 DOI: 10.1016/j.aca.2024.342702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 04/29/2024] [Accepted: 05/06/2024] [Indexed: 05/31/2024]
Abstract
BACKGROUND Currently, millions of people suffer from undiagnosed chronic hepatitis B (CHB) infection each year, which leads to high mortality rates attributed to cirrhosis and hepatocellular carcinoma. Previously reported assays, such as PCR-based assays, have limitations in terms of convenient for CHB screening in high-burden regions and resource-limited settings. Recently, diagnosis based on CRISPR/Cas, which has been considered as a potential method of point-of-care test (POCT) in resource-limited settings, offers a significant advantage in terms of high sensitivity and specificity. Therefore, there is an urgent need for the hepatitis B virus (HBV) detection utilizing CRISPR/Cas system. RESULTS We have proposed a one-pot of one-step method for CRISPR/Cas12b assisted loop-mediated isothermal amplification (LAMP) to facilitate the quick, sensitive, and precise quantification of HBV DNA. This method is designed for point-of-care testing following genomic extraction or sample heat treatment. We have optimized several critical factors, such as the reaction buffer, AapCas12b-gRNA concentration, reporter and its concentration, reaction temperature, and chemical additives, to significantly enhance the performance of the one-pot assay for HBV. Importantly, it exhibited no cross-reactivity between HBV and blood-borne pathogens. Moreover, the assay is capable of quantifying HBV DNA within 1 h with a limit of detection (LOD) of 25 copies per milliliter. Additionally, when tested on 236 clinical samples, the assay demonstrated a sensitivity of 99.00 % (198/200) and a specificity of 100.00 % (36/36) at the 99 % confidence level compared to real-time quantitative PCR. SIGNIFICANCE The utilization of convenient and reliable point-of-care diagnostic methods is crucial for reducing the burden of CHB globally. The assay we developed was helpful to improve the ability of HBV diagnosis for practical clinical translation, especially in high-burden regions and resource-limited settings. It has great advantages for rapid screening of CHB as well as evaluation of therapeutic efficacy as a companion diagnostic method.
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Affiliation(s)
- Haipo Xu
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China; College of Chemical Engineering, Fuzhou University, Fuzhou, 350116, PR China
| | - Gengping Lin
- School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, PR China
| | - Ronghua Chen
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China
| | - Zhixiong Cai
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China
| | - Yupeng Sun
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China
| | - Xiaolong Zhang
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China
| | - Bixing Zhao
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China
| | - Yongyi Zeng
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China
| | - Jingfeng Liu
- Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China; College of Chemical Engineering, Fuzhou University, Fuzhou, 350116, PR China; Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fuzhou, 350014, PR China.
| | - Xiaolong Liu
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, PR China; Mengchao Med-X Center, Fuzhou University, Fuzhou, 350116, PR China; College of Chemical Engineering, Fuzhou University, Fuzhou, 350116, PR China; School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, PR China; School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, PR China.
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3
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Chen J, Li L, Yin Q, Shen T. A review of epidemiology and clinical relevance of Hepatitis B virus genotypes and subgenotypes. Clin Res Hepatol Gastroenterol 2023; 47:102180. [PMID: 37479136 DOI: 10.1016/j.clinre.2023.102180] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/07/2023] [Accepted: 07/13/2023] [Indexed: 07/23/2023]
Abstract
BACKGROUND Hepatitis B virus (HBV) infection is a global public health burden, affecting nearly 300 million people around the world. Due to HBV population is considered to be represented as a viral quasispecies with genetic diversity, some reports showed that different genotypes of HBV have different viral effects, though the emergence of antiviral drugs that effectively inhibit viral replication, however, HBV infection has still not been eradicated and further research is needed. SUMMARY HBV has been classified into at least ten genotypes (A-J) and more than 40 subgenotypes based on an intergroup or intragroup nucleotide difference across the whole genome, respectively. Inter genotypic recombinants were also observed during the HBV evolution. HBV genotypes and subgenotypes have distinct ethno-geographical distributions, as well as evident differences in their biological characteristics. HBV genotypes and subgenotypes also have close association with disease severity, long-term clinical outcomes, and response to antiviral therapy. KEYMESSAGES In this review, we up-dated the epidemiological characteristics, clinical features and prognosis of HBV infection with dissimilar genotype/subgenotypes, to better understanding and developing individualized prevention and treatment strategies.
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Affiliation(s)
- Jing Chen
- Medical school, Kunming University of Science and Technology, Kunming, 650500, Yunnan Province, PR China; Department of Pulmonary and Critical Care Medicine, Yunnan Provincial Key Laboratory for Clinical Virology, Institute of Basic and Clinical Medicine, The First People's Hospital of Yunnan Province, Kunming, 650032, PR China
| | - Li Li
- Department of Pulmonary and Critical Care Medicine, Yunnan Provincial Key Laboratory for Clinical Virology, Institute of Basic and Clinical Medicine, The First People's Hospital of Yunnan Province, Kunming, 650032, PR China
| | - Qi Yin
- Medical school, Kunming University of Science and Technology, Kunming, 650500, Yunnan Province, PR China; Department of Pulmonary and Critical Care Medicine, Yunnan Provincial Key Laboratory for Clinical Virology, Institute of Basic and Clinical Medicine, The First People's Hospital of Yunnan Province, Kunming, 650032, PR China
| | - Tao Shen
- Medical school, Kunming University of Science and Technology, Kunming, 650500, Yunnan Province, PR China; Department of Pulmonary and Critical Care Medicine, Yunnan Provincial Key Laboratory for Clinical Virology, Institute of Basic and Clinical Medicine, The First People's Hospital of Yunnan Province, Kunming, 650032, PR China; Department of Infectious Diseases and Hepatic Disease, Yunnan Province Innovation Team of Intestinal Microecology Related Disease Research and Technological Transformation, the First People's Hospital of Yunnan Province, Kunming 650032, PR China.
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Kafeero HM, Ndagire D, Ocama P, Kato CD, Wampande E, Walusansa A, Kajumbula H, Kateete D, Ssenku JE, Sendagire H. Mapping hepatitis B virus genotypes on the African continent from 1997 to 2021: a systematic review with meta-analysis. Sci Rep 2023; 13:5723. [PMID: 37029173 PMCID: PMC10082212 DOI: 10.1038/s41598-023-32865-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 04/04/2023] [Indexed: 04/09/2023] Open
Abstract
Hepatitis B virus (HBV) has ten genotypes (A-J) and over 40 sub-genotypes based on the divergence of ≥ 8% and 4 to < 8% in the complete genome respectively. These genotypes and sub-genotypes influence the disease prognosis, response to therapy and route of viral transmission. Besides, infection with mixed genotypes and recombinant genotypes has also been reported. This study aimed at mapping the de novo genotypes and correlate them with the immigration trends in order to inform future research on the underlying reasons for the relative distribution of HBV genotypes from a large sample size pooled from many primary studies. Data was extracted from 59 full research articles obtained from Scopus, PubMed, EMBASE, Willy library, African Journal Online (AJOL) and Google Scholar. Studies that investigated the genotypes, sub-genotypes, mixed genotypes and recombinant were included. The Z-test and regression were used for the analysis. The study protocol is registered with PROSPERO under the registration number CRD42022300220. Overall, genotype E had the highest pooled prevalence significantly higher than all the other genotypes (P < 0.001). By region, genotype A posted the highest pooled prevalence in eastern and southern Africa, E in west Africa and D in north Africa (P < 0.0001). Regarding the emerging genotypes B and C on the African continent, genotype B was significantly higher in south Africa than C (P < 0.001). In contrast, genotype C was significantly higher in east Africa than west Africa (P < 0.0001). The A1 and D/E were the most diverse sub-genotypes and genotype mixtures respectively. Finally, we observed a general progressive decrease in the prevalence of predominant genotypes but a progressive increase in the less dominant by region. Historical and recent continental and intercontinental migrations can provide a plausible explanation for the HBV genotype distribution pattern on the African continent.
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Affiliation(s)
- Hussein Mukasa Kafeero
- Department of Medical Microbiology, College of Health Sciences, Makerere University, P. O Box 7062, Kampala, Uganda.
- Department of Medical Microbiology, Habib Medical School, Faculty of Health Sciences, Islamic University in Uganda, P. O Box 7689, Kampala, Uganda.
| | - Dorothy Ndagire
- Department of Plant Sciences, Microbiology and Biotechnology, College of Natural Sciences, Makerere University, P. O Box 7062, Kampala, Uganda
| | - Ponsiano Ocama
- Department of Medicine, College of Health Sciences, Makerere University, P. O Box 7062, Kampala, Uganda
| | - Charles Drago Kato
- Department of Biomolecular Resources and Biolab Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, P. O Box 7062, Kampala, Uganda
| | - Eddie Wampande
- Department of Biomolecular Resources and Biolab Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, P. O Box 7062, Kampala, Uganda
| | - Abdul Walusansa
- Department of Medical Microbiology, Habib Medical School, Faculty of Health Sciences, Islamic University in Uganda, P. O Box 7689, Kampala, Uganda
| | - Henry Kajumbula
- Department of Medical Microbiology, College of Health Sciences, Makerere University, P. O Box 7062, Kampala, Uganda
| | - David Kateete
- Department of Molecular Biology and Immunology, College of Health Sciences, Makerere University, P. O Box 7062, Kampala, Uganda
| | - Jamilu E Ssenku
- Department of Plant Sciences, Microbiology and Biotechnology, College of Natural Sciences, Makerere University, P. O Box 7062, Kampala, Uganda
| | - Hakim Sendagire
- Department of Medical Microbiology, College of Health Sciences, Makerere University, P. O Box 7062, Kampala, Uganda
- Department of Medical Microbiology, Habib Medical School, Faculty of Health Sciences, Islamic University in Uganda, P. O Box 7689, Kampala, Uganda
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Kim DH, Choi YM, Jang J, Kim BJ. Global prevalence and molecular characteristics of three clades within hepatitis B virus subgenotype C2: Predominance of the C2(3) clade in South Korea. Front Microbiol 2023; 14:1137084. [PMID: 36970691 PMCID: PMC10033913 DOI: 10.3389/fmicb.2023.1137084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 02/21/2023] [Indexed: 03/11/2023] Open
Abstract
Hepatitis B Virus (HBV) genotypes reflect geographic, ethical or clinical traits and are currently divided into 10 genotypes (A-J). Of these, genotype C is mainly distributed in Asia, is the largest group and comprises more than seven subgenotypes (C1-C7). Subgenotype C2 is divided into three phylogenetically distinct clades, C2(1), C2(2), and C2(3), and is responsible for most genotype C infections in three East Asian nations, including China, Japan, and South Korea, which are major HBV endemic areas. However, despite the significance of subgenotype C2 with regard to clinical or epidemiologic aspects, its global distribution and molecular characteristics remain largely unknown. Here, we analyze the global prevalence and molecular characteristics between 3 clades within subgenotype C2 using 1,315 full genome sequences of HBV genotype C retrieved from public databases. Our data show that almost all HBV strains from South Korean patients infected with genotype C belong to clade C2(3) within subgenotype C2 [96.3%] but that HBV strains from Chinese or Japanese patients belong to diverse subgenotypes or clades within genotype C, suggesting clonal expansion of a specific HBV type, C2(3), among the Korean population. Our genome sequence analysis indicated a total of 21 signature sequences specific to the respective clades C2(1), C2(2), and C2(3). Of note, two types of four nonsynonymous C2(3) signature sequences, sV184A in HBsAg and xT36P in the X region, were detected in 78.9 and 82.9% of HBV C2(3) strains, respectively. In particular, HBV strains C2(3) versus C2(1) and C2(2) show a higher frequency of reverse transcriptase mutations related to nucleot(s)ide analog (NA) resistance, including rtM204I and rtL180M, suggesting an increased possibility of C2(3) infection in those with NA treatment failure. In conclusion, our data show that HBV subgenotype C2(3) is extremely prevalent in Korean patients with chronic HBV infection, which is distinct from two other East Asian nations, China and Japan, where diverse subgenotypes or clades within genotype C coexist. This epidemiologic trait might affect distinct virological and clinical traits in chronic HBV patients in Korea, where exclusively C2(3) infection is predominant.
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Affiliation(s)
- Dong Hyun Kim
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Yu-Min Choi
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Junghwa Jang
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Bum-Joon Kim
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Department of Biomedical Sciences, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Liver Research Institute, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Cancer Research Institute, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Seoul National University Medical Research Center (SNUMRC), Seoul, Republic of Korea
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Li T, Chen H, Sun L, Liu J. Dating the origin and dispersal of global hepatitis B virus genotype C in humans. Drug Discov Ther 2022; 16:85-92. [PMID: 35491234 DOI: 10.5582/ddt.2022.01030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Hepatitis B virus genotype C (HBV/C) is one of the most prevalent HBV strains worldwide, especially in the Western Pacific and the South-East Asia. However, the origin and evolutionary timescale of HBV/C remains largely unresolved. We analyzed the evolutionary rate and molecular clock phylogeny of 101 full-genome HBV/C sequences sampled globally using a Bayesian Markov Chain Monte Carlo (MCMC) approach. We inferred the spatiotemporal dynamics of the HBV/C worldwide by the Bayesian Stochastic Search Variable Selection (BSSVS). We found that the estimated mean evolution rate of the HBV/C genotype full-genome was 4.32 × 10-5 subs/site/year (95% highest posterior density 3.02 × 10-6 - 8.97 × 10-5). Phylogeographic reconstruction was able to identify a single location for the origin of the global HBV/C in Australia around A.D. 715. The subgenotype C4 diverged earliest and mainly circulated in Australia, C1 mainly in Southeast Asia, C2 mainly in East Asia and C3 in Remote Oceania. The effective number of HBV infection presented a rapid exponential increase between the 1760s and 1860s followed by a maintained high level until now. Our study, for the first time, provides an estimated timescale for the HBV/C epidemic, and brings new insight to the dispersal of HBV/C in humans globally. Based on the continuous presence of a highly effective viral population, this study provides further evidence of the challenge from a population-based molecular level to eliminate HBV by 2030, and calls for a concerted effort from policy makers, health providers, and society in the globalized world.
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Affiliation(s)
- Tianze Li
- Department of Epidemiology and Health Statistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Hui Chen
- Center for Disease Control and Prevention of Chinese People's Liberation Army, Beijing, China
| | - Liqin Sun
- National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, China
| | - Jiaye Liu
- School of Public Health, Shenzhen University Health Science Center, Shenzhen, China.,Expanded Program Immunization Division, Shandong Provincial Center for Disease Control and Prevention, Jinan, China
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Wungu CDK, Ariyanto FC, Prabowo GI, Soetjipto S, Handajani R. Meta-analysis: Association between hepatitis B virus preS mutation and hepatocellular carcinoma risk. J Viral Hepat 2021; 28:61-71. [PMID: 32896077 DOI: 10.1111/jvh.13402] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 06/26/2020] [Accepted: 08/17/2020] [Indexed: 02/06/2023]
Abstract
Previous observational studies suggested that hepatitis B virus (HBV) preS mutation plays an important role in the existence of HBV-related hepatocellular carcinoma (HCC). However, the results are still debatable. With an increasing number of studies about this topic, this study employed a meta-analysis to identify the association between HBV preS mutation and HCC risk. We searched for eligible studies from PubMed, ProQuest, CINAHL, ScienceDirect and Springer databases to assess the association between HBV mutation and HCC risk. This meta-analysis was conducted using RevMan 5.3 to provide pooled estimate for odds ratio (ORs) with 95% confidence intervals (95% CIs). Twenty-one clinical studies were included in this meta-analysis study which consisted of 1738 participants with HBV-related HCC and 3740 HBsAg-positive patients without HCC. All studies used samples of Asian population. PreS deletion was the most common mutation found in all studies. We found that ORs of HBV overall preS deletion was associated with HCC (OR = 3.28; 95% CI = 2.32-4.65; P < .00001; random-effects model). Each preS1 and preS2 deletion was associated with increased risk of HCC, with OR 2.42 (95% CI = 1.25-4.68, P = .008) and 3.36 (95% CI = 2.04-5.55, P < .00001), respectively. PreS2 start codon mutation was also significantly associated with HCC risk (OR = 2.47; 95% CI: 1.15-5.27; P = .02; random-effect model). The result of this meta-analysis suggested that HBV preS deletion (all, preS1 and preS2) and preS2 start codon mutation might contribute to the increased risk of HBV-related HCC.
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Affiliation(s)
- Citrawati Dyah Kencono Wungu
- Department of Medical Biochemistry, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia.,Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
| | - Fis Citra Ariyanto
- Faculty of Nursing, Jember University, Jember, Indonesia.,Hearing Vision Ltd-Darmo General Hospital, Surabaya, Indonesia
| | - Gwenny Ichsan Prabowo
- Department of Medical Biochemistry, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Soetjipto Soetjipto
- Department of Medical Biochemistry, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia.,Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
| | - Retno Handajani
- Department of Medical Biochemistry, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia.,Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
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