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1.
Virus Res ; 341: 199317, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38242020

RESUMO

To find the predictors of early HCC based on the dynamic changes of HBV quasispecies, this study utilizing the second-generation sequencing (NGS) and high-order multiplex droplet digital PCR (ddPCR) technology to examine the HBV quasispecies in serum of total 247 subjects recruited from high-incidence area of HCC. In the discovery stage, 15 non-synonymous Single Nucleotide Polymorphisms (SNPs) with higher variant proportion in HCC case group were founded (all P<0.05). Furthermore, the variant proportions in some of these SNPs were observed changing regularly within 5 years before the onset of HCC, and 5 of them located in HBX, 2 in HBS and 2 in HBC. The HBV predominant quasispecies and their consensus sequences were identified by genetic evolution analysis, in which the high HBS and HBC quasispecies heterogeneity were found associated with the forming of multifarious quasispecies clones, and the HBX gene had the highest proportion of predominant quasispecies (46.7 % in HBX vs 12.7 % and 13.8 % in HBS and HBC respectively) with the key variations (G1512A, A1630G, T1753C/G/A, A1762T and G1764A) determined. In the validation stage, we confirmed that the combined double mutations of G1512A+A1630G, A1762T+G1764A, and the combined triple mutations of T1753C/G/A + A1762T+G1764A, all expressed higher in early HCC cases when comparing with control group (all P<0.05). We also demonstrated the advantages of ddPCR using in multi-variations detection in large-sample for early HCC surveillance and screening. So we think that the dynamic of key HBV variation positions and their different combinations determined by quasispecies anlysis in this study can act as the novel predictors of early hepatocarcinoma and suitable to popularize and apply in HCC screening.


Assuntos
Carcinoma Hepatocelular , Hepatite B Crônica , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/epidemiologia , Carcinoma Hepatocelular/complicações , Vírus da Hepatite B/genética , Neoplasias Hepáticas/epidemiologia , Neoplasias Hepáticas/complicações , Quase-Espécies , Hepatite B Crônica/patologia , Mutação , Genótipo
2.
J Virol ; 97(12): e0151123, 2023 Dec 21.
Artigo em Inglês | MEDLINE | ID: mdl-38092661

RESUMO

Upon the emergence of SARS-CoV-2 in the human population, it was conjectured that for this coronavirus the dynamic intra-host heterogeneity typical of RNA viruses would be toned down. Nothing of this sort is observed. Here we review the main observations on the complexity and diverse composition of SARS-CoV-2 mutant spectra sampled from infected patients, within the framework of quasispecies dynamics. The analyses suggest that the information provided by myriads of genomic sequences within infected individuals may have a predictive value of the genomic sequences that acquire epidemiological relevance. Possibilities to reconcile the presence of broad mutant spectra in the large RNA coronavirus genome with its encoding a 3' to 5' exonuclease proofreading-repair activity are considered. Indeterminations in the behavior of individual viral genomes provide a benefit for the survival of the ensemble. We propose that this concept falls in the domain of "stochastic thinking," a notion that applies also to cellular processes, as a means for biological systems to face unexpected needs.


Assuntos
COVID-19 , Vírus de RNA , SARS-CoV-2 , Humanos , COVID-19/virologia , Genoma Viral , Quase-Espécies , Vírus de RNA/genética , SARS-CoV-2/genética , SARS-CoV-2/fisiologia
3.
Virol J ; 19(1): 114, 2022 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-35765099

RESUMO

BACKGROUND: Chronic infection with hepatitis B virus (HBV) has been proved highly associated with the development of hepatocellular carcinoma (HCC). AIMS: The purpose of the study is to investigate the association between HBV preS region quasispecies and HCC development, as well as to develop HCC diagnosis model using HBV preS region quasispecies. METHODS: A total of 104 chronic hepatitis B (CHB) patients and 117 HBV-related HCC patients were enrolled. HBV preS region was sequenced using next generation sequencing (NGS) and the nucleotide entropy was calculated for quasispecies evaluation. Sparse logistic regression (SLR) was used to predict HCC development and prediction performances were evaluated using receiver operating characteristic curves. RESULTS: Entropy of HBV preS1, preS2 regions and several nucleotide points showed significant divergence between CHB and HCC patients. Using SLR, the classification of HCC/CHB groups achieved a mean area under the receiver operating characteristic curve (AUC) of 0.883 in the training data and 0.795 in the test data. The prediction model was also validated by a completely independent dataset from Hong Kong. The 10 selected nucleotide positions showed significantly different entropy between CHB and HCC patients. The HBV quasispecies also classified three clinical parameters, including HBeAg, HBVDNA, and Alkaline phosphatase (ALP) with the AUC value greater than 0.6 in the test data. CONCLUSIONS: Using NGS and SLR, the association between HBV preS region nucleotide entropy and HCC development was validated in our study and this could promote the understanding of HCC progression mechanism.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Antígenos de Superfície da Hepatite B/genética , Vírus da Hepatite B/genética , Humanos , Modelos Logísticos , Nucleotídeos , Quase-Espécies
4.
J Math Biol ; 84(4): 29, 2022 03 04.
Artigo em Inglês | MEDLINE | ID: mdl-35254508

RESUMO

We propose a modified mathematical model of the quasispecies type to analyze an unstable tumor progression evolution. In our study, we consider a heterogeneous population with different individuals, generated by the accumulation of successive mutations. Our model's main feature is that it allows for variable growth rates for each subpopulation and takes into account mutations from nonconsecutive types of mutants. Bifurcations and linear stability of the steady states are analyzed. We focus on two equilibria; one of them implies the coexistence of anomalous growth and genetically unstable cells. The other one yields the dominance of the anomalous growth population and the extinction of the malignant cells. However, linear stability analysis of the second equilibrium is inconclusive and suggests a suitable environment for the study of periodic therapy. This is carried out by introducing a small perturbation modeling the effect of a periodic medical treatment. As a result, a Zero-Hopf periodic orbit is identified, showing a cyclic behavior among the populations, with a strong dominance of the parental anomalous growth cell population.


Assuntos
Modelos Biológicos , Quase-Espécies , Humanos , Modelos Teóricos
5.
Clin Microbiol Infect ; 28(1): 139.e5-139.e8, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34537363

RESUMO

OBJECTIVES: To evaluate the impact of neutralizing monoclonal antibody (mAb) treatment and to determine whether the selective pressure of mAbs could facilitate the proliferation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants with spike protein mutations that might attenuate mAb effectiveness. PATIENTS AND METHODS: We evaluated the impact of mAbs on the nasopharyngeal (NP) viral load and virus quasispecies of mAb-treated patients using single-molecule real-time sequencing. The mAbs used were: Bamlanivimab alone (four patients), Bamlanivimab/Etesevimab (23 patients) and Casirivimab/Imdevimab (five patients). RESULTS: The NP SARS-CoV-2 viral load of mAb-treated patients decreased from 8.2 log10 copies/mL before administration to 4.3 log10 copies/mL 7 days after administration. Five immunocompromised patients given Bamlanivimab/Etesevimab were found to have mAb activity-reducing spike mutations. Two patients harboured SARS-CoV-2 variants with a Q493R spike mutation 7 days after administration, as did a third patient 14 days after administration. The fourth patient harboured a variant with a Q493K spike mutation 7 days post-treatment, and the fifth patient had a variant with a E484K spike mutation on day 21. The emergence of the spike mutation was accompanied by stabilization or rebound of the NP viral load in three of five patients. CONCLUSION: Two-mAb therapy can drive the selection of resistant SARS-CoV-2 variants in immunocompromised patients. Patients given mAbs should be closely monitored and measures to limit virus spread should be reinforced.


Assuntos
Anticorpos Monoclonais/uso terapêutico , Antineoplásicos Imunológicos , COVID-19 , Evolução Molecular , SARS-CoV-2/genética , Carga Viral , Anticorpos Monoclonais Humanizados , Anticorpos Neutralizantes/uso terapêutico , Anticorpos Antivirais , Antineoplásicos Imunológicos/uso terapêutico , COVID-19/terapia , Humanos , Mutação , Quase-Espécies , Seleção Genética
6.
Front Immunol ; 12: 775461, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34899733

RESUMO

Background: This study aimed to explore the molecular mechanism of the coexistence of hepatitis B surface antigen (HBsAg) and hepatitis B surface antibody (HBsAb) serological pattern via intensive characterization of HBV s gene in both chronic hepatitis B (CHB) and hepatocellular carcinoma (HCC) patients. Method: A total of 73 HBsAg+/HBsAb+ patients (CHB = 36, HCC = 37) and 96 HBsAg+/HBsAb- patients (CHB = 47, HCC = 49) were enrolled from 13 medical centers in China. The sequence features were elaborated based on the combination of next-generation sequencing (NGS) and multidimensional bioinformatics analysis. Results: The 16 high-frequency missense mutations, changes of stop codon mutation, clustering, and random forest models based on quasispecies features demonstrated the significant discrepancy power between HBsAg+/HBsAb+ and HBsAg+/HBsAb- in CHB and HCC, respectively. The immunogenicity for cytotoxic T lymphocyte (CTL) epitope Se and antigenicity for the major hydrophilic region (MHR) were both reduced in HBsAg+/HBsAb+ patients (CTL Se: p < 0.0001; MHR: p = 0.0216). Different mutation patterns were observed between HBsAg+/HBsAb+ patients with CHB and with HCC. Especially, mutations in antigenic epitopes, such as I126S in CHB and I126T in HCC, could impact the conformational structure and alter the antigenicity/immunogenicity of HBsAg. Conclusion: Based on NGS and bioinformatics analysis, this study indicates for the first time that point mutations and quasispecies diversities of HBV s gene could alter the MHR antigenicity and CTL Se immunogenicity and could contribute to the concurrent HBsAg+/HBsAb+ with different features in HCC and CHB. Our findings might renew the understanding of this special serological profile and benefit the clinical management in HBV-related diseases.


Assuntos
Carcinoma Hepatocelular/virologia , Anticorpos Anti-Hepatite B/sangue , Antígenos de Superfície da Hepatite B/genética , Vírus da Hepatite B/genética , Hepatite B Crônica/virologia , Sequenciamento de Nucleotídeos em Larga Escala , Neoplasias Hepáticas/virologia , Mutação Puntual , Quase-Espécies/genética , Adulto , Idoso , Biomarcadores/sangue , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/imunologia , China , Biologia Computacional , Feminino , Genótipo , Antígenos de Superfície da Hepatite B/imunologia , Vírus da Hepatite B/imunologia , Hepatite B Crônica/sangue , Hepatite B Crônica/imunologia , Humanos , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/imunologia , Masculino , Pessoa de Meia-Idade
7.
Microbiol Spectr ; 9(3): e0145921, 2021 12 22.
Artigo em Inglês | MEDLINE | ID: mdl-34756074

RESUMO

RNA viruses replicate as complex mutant spectra termed viral quasispecies. The frequency of each individual genome in a mutant spectrum depends on its rate of generation and its relative fitness in the replicating population ensemble. The advent of deep sequencing methodologies allows for the first-time quantification of haplotype abundances within mutant spectra. There is no information on the haplotype profile of the resident genomes and how the landscape evolves when a virus replicates in a controlled cell culture environment. Here, we report the construction of intramutant spectrum haplotype landscapes of three amplicons of the NS5A-NS5B coding region of hepatitis C virus (HCV). Two-dimensional (2D) neural networks were constructed for 44 related HCV populations derived from a common clonal ancestor that was passaged up to 210 times in human hepatoma Huh-7.5 cells in the absence of external selective pressures. The haplotype profiles consisted of an extended dense basal platform, from which a lower number of protruding higher peaks emerged. As HCV increased its adaptation to the cells, the number of haplotype peaks within each mutant spectrum expanded, and their distribution shifted in the 2D network. The results show that extensive HCV replication in a monotonous cell culture environment does not limit HCV exploration of sequence space through haplotype peak movements. The landscapes reflect dynamic variation in the intramutant spectrum haplotype profile and may serve as a reference to interpret the modifications produced by external selective pressures or to compare with the landscapes of mutant spectra in complex in vivo environments. IMPORTANCE The study provides for the first time the haplotype profile and its variation in the course of virus adaptation to a cell culture environment in the absence of external selective constraints. The deep sequencing-based self-organized maps document a two-layer haplotype distribution with an ample basal platform and a lower number of protruding peaks. The results suggest an inferred intramutant spectrum fitness landscape structure that offers potential benefits for virus resilience to mutational inputs.


Assuntos
Adaptação Fisiológica/genética , Genoma Viral/genética , Haplótipos/genética , Hepacivirus/genética , RNA Polimerase Dependente de RNA/genética , Proteínas não Estruturais Virais/genética , Substituição de Aminoácidos/genética , Linhagem Celular Tumoral , Mapeamento Cromossômico , Evolução Molecular , Hepacivirus/crescimento & desenvolvimento , Hepatite C/virologia , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Mutação/genética , Quase-Espécies/genética , RNA Viral/genética , Replicação Viral
8.
Infect Genet Evol ; 93: 104938, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34029727

RESUMO

Host immune response and viral factors are involved in disease progression in patients with chronic hepatitis B virus (HBV) infection. However, the relationship between HBV quasispecies and liver fibrosis progression remains unclear. In this study, 447 patients with chronic HBV infection, including 239 with chronic hepatitis B (CHB), 104 with liver cirrhosis (LC) and 104 with hepatocellular carcinoma (HCC) were enrolled. The 239 CHB patients were divided into groups F1, F2, and F3 according to liver fibrosis score. Four fragments of the HBV genome were determined and analyzed using next-generation sequencing. Specific mutations, such as A1762T, G1764A and G1896A, in the BCP/PC region were more common in patients with advanced liver disease and formed the majority of the viral quasispecies pool in patients with LC and HCC. The viral complexity and diversity increased as the fibrosis progressed, especially in patients with CHB who were comparable in age but at different stages of fibrosis. Patients with early-stage fibrosis experienced higher purifying selection pressure in the four sequenced regions, whereas different protein-coding region experienced different negative selection with disease progression. HBV quasispecies diversity may increase fibrosis progression in CHB patients with aging under immune selection.


Assuntos
Carcinoma Hepatocelular/patologia , Vírus da Hepatite B/classificação , Hepatite B Crônica/patologia , Cirrose Hepática/patologia , Neoplasias Hepáticas/patologia , Adulto , Carcinoma Hepatocelular/virologia , Progressão da Doença , Feminino , Vírus da Hepatite B/fisiologia , Hepatite B Crônica/virologia , Humanos , Cirrose Hepática/virologia , Neoplasias Hepáticas/virologia , Masculino , Pessoa de Meia-Idade , Quase-Espécies/fisiologia , Adulto Jovem
9.
Viruses ; 13(5)2021 04 25.
Artigo em Inglês | MEDLINE | ID: mdl-33922936

RESUMO

Some of the newly emerging corona viral variants show high numbers of mutations. This is unexpected for a virus with a low mutation rate due to an inherent proof-reading system. Could such a variant arise under very special conditions occurring in a host where the virus replicates and mutates in a rather unlimited fashion, such as in immune compromised patients? The virus was shown to replicate in an immunosuppressed cancer patient for more than 105 days and might be a source of new variants. These patients are asymptomatic and the virus may therefore escape detection and attention and be high-risk. Similarly, HIV-infected individuals may be immunocompromised and support coronavirus replication with increased mutation rates. The patients may promote "within-host evolution". Some of the viruses present in such a highly mutagenic swarm or quasispecies within one patient may become founders and cause a pandemic by further "between-host evolution". B.1.1.7 with 23 mutations may be such a case. Immunosuppressed patients can be identified and treated by the synthetic antibody cocktails as passive immunization and kept under control. Immunosuppressed patients can be easily identified and supervised by healthcare workers-once they become aware of the risk-to avoid new variants with pandemic potential.


Assuntos
COVID-19/virologia , Mutação , SARS-CoV-2/genética , Brasil , Evolução Molecular , Genoma Viral , Pessoal de Saúde , Interações Hospedeiro-Patógeno , Humanos , Imunização Passiva , Terapia de Imunossupressão , Influenza Humana , Mutagênese , Taxa de Mutação , Orthomyxoviridae/genética , Pandemias , Quase-Espécies
10.
Emerg Microbes Infect ; 10(1): 842-851, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33870846

RESUMO

Few non-invasive models were established for precisely identifying the immune tolerant (IT) phase from chronic hepatitis B (CHB). This study aimed to develop a novel approach that combined next-generation sequencing (NGS) and machine learning algorithms using our recently published viral quasispecies (QS) analysis package. 290 HBeAg positive patients from whom liver biopsies were taken were enrolled and divided into a training group (n = 148) and a validation group (n = 142). HBV DNA was extracted and QS sequences were obtained by NGS. Hierarchical clustering analysis (HCA) and principal component analysis (PCA) based on viral operational taxonomic units (OTUs) were performed to explore the correlations among QS and clinical phenotypes. Three machine learning algorithms, including K-nearest neighbour, support vector machine, and random forest algorithm, were used to construct diagnostic models for IT phase classification. Based on histopathology, 90 IT patients and 200 CHB patients were diagnosed. HBsAg titres for IT patients were higher than those of CHB patients (p < 0.001). HCA and PCA analysis grouped IT and CHB patients into two distinct clusters. The relative abundance of viral OTUs differed mainly within the BCP/precore/core region and was significantly correlated with liver inflammation and fibrosis. For the IT phase classification, all machine-learning models showed higher AUC values compared to models based on HBsAg, APRI, and FIB-4. The relative abundance of viral OTUs reflects the severity of liver inflammation and fibrosis. The novel QS quantitative analysis approach could be used to diagnose IT patients more precisely and reduce the need for liver biopsy.


Assuntos
Antígenos de Superfície da Hepatite B/sangue , Vírus da Hepatite B/genética , Hepatite B Crônica/imunologia , Quase-Espécies , Análise de Sequência de DNA/métodos , Adulto , Análise por Conglomerados , Sistemas de Apoio a Decisões Clínicas , Aprendizado Profundo , Feminino , Vírus da Hepatite B/imunologia , Hepatite B Crônica/sangue , Hepatite B Crônica/virologia , Humanos , Tolerância Imunológica , Masculino , Pessoa de Meia-Idade , Análise de Componente Principal , Estudos Retrospectivos , Máquina de Vetores de Suporte
11.
Sci Rep ; 11(1): 4215, 2021 02 18.
Artigo em Inglês | MEDLINE | ID: mdl-33603102

RESUMO

Patients with HBeAg-negative chronic infection (CI) have not been extensively studied because of low viremia. The HBx protein, encoded by HBX, has a key role in viral replication. Here, we analyzed the viral quasispecies at the 5' end of HBX in CI patients and compared it with that of patients in other clinical stages. Fifty-eight HBeAg-negative patients were included: 16 CI, 19 chronic hepatitis B, 16 hepatocellular carcinoma and 6 liver cirrhosis. Quasispecies complexity and conservation were determined in the region between nucleotides 1255 and 1611. Amino acid changes detected were tested in vitro. CI patients showed higher complexity in terms of mutation frequency and nucleotide diversity and higher quasispecies conservation (p < 0.05). A genotype D-specific pattern of mutations (A12S/P33S/P46S/T36D-G) was identified in CI (median frequency, 81.7%), which determined a reduction in HBV DNA release of up to 1.5 log in vitro. CI patients showed a more complex and conserved viral quasispecies than the other groups. The genotype-specific pattern of mutations could partially explain the low viremia observed in these patients.


Assuntos
Genes Virais/genética , Antígenos E da Hepatite B/genética , Vírus da Hepatite B/genética , Mutação/genética , Quase-Espécies/genética , Adulto , Idoso , Carcinoma Hepatocelular/virologia , DNA Viral/genética , Feminino , Genótipo , Hepatite B Crônica/virologia , Humanos , Cirrose Hepática/virologia , Neoplasias Hepáticas/virologia , Masculino , Pessoa de Meia-Idade , Replicação Viral/genética
12.
Viruses ; 13(1)2021 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-33477885

RESUMO

Since the identification of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) as the etiological agent of the current COVID-19 pandemic, a rapid and massive effort has been made to obtain the genomic sequences of this virus to monitor (in near real time) the phylodynamic and diversity of this new pathogen. However, less attention has been given to the assessment of intra-host diversity. RNA viruses such as SARS-CoV-2 inhabit the host as a population of variants called quasispecies. We studied the quasispecies diversity in four of the main SARS-CoV-2 genes (ORF1a, ORF1b, S and N genes), using a dataset consisting of 210 next-generation sequencing (NGS) samples collected between January and early April of 2020 in the State of Victoria, Australia. We found evidence of quasispecies diversity in 68% of the samples, 76% of which was nonsynonymous variants with a higher density in the spike (S) glycoprotein and ORF1a genes. About one-third of the nonsynonymous intra-host variants were shared among the samples, suggesting host-to-host transmission. Quasispecies diversity changed over time. Phylogenetic analysis showed that some of the intra-host single-nucleotide variants (iSNVs) were restricted to specific lineages, highlighting their potential importance in the epidemiology of this virus. A greater effort must be made to determine the magnitude of the genetic bottleneck during transmission and the epidemiological and/or evolutionary factors that may play a role in the changes in the diversity of quasispecies over time.


Assuntos
Proteínas do Nucleocapsídeo de Coronavírus/genética , Genoma Viral/genética , Quase-Espécies/genética , SARS-CoV-2/genética , Glicoproteína da Espícula de Coronavírus/genética , Proteínas Virais/genética , Austrália , Sequência de Bases , COVID-19/virologia , Variação Genética , Sequenciamento de Nucleotídeos em Larga Escala , Filogenia , Poliproteínas/genética , Análise de Sequência de RNA , Vitória
13.
J Infect Dis ; 223(11): 1887-1896, 2021 06 04.
Artigo em Inglês | MEDLINE | ID: mdl-33049037

RESUMO

BACKGROUND: Hepatitis B virus (HBV) infection is one of the main leading causes of hepatocellular carcinoma (HCC) worldwide. However, it remains uncertain how the reverse-transcriptase (rt) gene contributes to HCC progression. METHODS: We enrolled a total of 307 patients with chronic hepatitis B (CHB) and 237 with HBV-related HCC from 13 medical centers. Sequence features comprised multidimensional attributes of rt nucleic acid and rt/s amino acid sequences. Machine-learning models were used to establish HCC predictive algorithms. Model performances were tested in the training and independent validation cohorts using receiver operating characteristic curves and calibration plots. RESULTS: A random forest (RF) model based on combined metrics (10 features) demonstrated the best predictive performances in both cross and independent validation (AUC, 0.96; accuracy, 0.90), irrespective of HBV genotypes and sequencing depth. Moreover, HCC risk scores for individuals obtained from the RF model (AUC, 0.966; 95% confidence interval, .922-.989) outperformed α-fetoprotein (0.713; .632-.784) in distinguishing between patients with HCC and those with CHB. CONCLUSIONS: Our study provides evidence for the first time that HBV rt sequences contain vital HBV quasispecies features in predicting HCC. Integrating deep sequencing with feature extraction and machine-learning models benefits the longitudinal surveillance of CHB and HCC risk assessment.


Assuntos
Carcinoma Hepatocelular , Vírus da Hepatite B , Hepatite B Crônica , Neoplasias Hepáticas , Quase-Espécies , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/virologia , Vírus da Hepatite B/genética , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/virologia , Aprendizado de Máquina , DNA Polimerase Dirigida por RNA
14.
Infect Genet Evol ; 85: 104556, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32937193

RESUMO

A novel coronavirus related to severe acute respiratory syndrome virus, (SARS-CoV-2) is the causal agent of the COVID-19 pandemic. Despite the genetic mutations across the SARS-CoV-2 genome being recently investigated, its transcriptomic genetic polymorphisms at inter-host level and the viral gene expression level based on each Open Reading Frame (ORF) remains unclear. Using available High Throughput Sequencing (HTS) data and based on SARS-CoV-2 infected human transcriptomic data, this study presents a high-resolution map of SARS-CoV-2 single nucleotide polymorphism (SNP) hotspots in a viral population at inter-host level. Four throat swab samples from COVID-19 infected patients were pooled, with RNA-Seq read retrieved from SRA NCBI to detect 21 SNPs and a replacement across the SARS-CoV-2 genomic population. Twenty-two RNA modification sites on viral transcripts were identified that may cause inter-host genetic diversity of this virus. In addition, the canonical genomic RNAs of N ORF showed higher expression in transcriptomic data and reverse transcriptase quantitative PCR compared to other SARS-CoV-2 ORFs, indicating the importance of this ORF in virus replication or other major functions in virus cycle. Phylogenetic and ancestral sequence analyses based on the entire genome revealed that SARS-CoV-2 is possibly derived from a recombination event between SARS-CoV and Bat SARS-like CoV. Ancestor analysis of the isolates from different locations including Iran suggest shared Chinese ancestry. These results propose the importance of potential inter-host level genetic variations to the evolution of SARS-COV-2, and the formation of viral quasi-species. The RNA modifications discovered in this study may cause amino acid sequence changes in polyprotein, spike protein, product of ORF8 and nucleocapsid (N) protein, suggesting further insights to understanding the functional impacts of mutations in the life cycle and pathogenicity of SARS-CoV-2.


Assuntos
COVID-19/virologia , Perfilação da Expressão Gênica/métodos , Polimorfismo de Nucleotídeo Único , SARS-CoV-2/classificação , Proteínas Virais/genética , COVID-19/genética , Regulação Viral da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Irã (Geográfico) , Faringe/virologia , Filogenia , Quase-Espécies , SARS-CoV-2/genética , Análise de Sequência de RNA , Replicação Viral
15.
Virus Res ; 288: 198138, 2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-32827625

RESUMO

Human astroviruses (HAstVs) were first identified in 1975 and can be classified into three clades: classic HAstVs (HAstV 1-8), MLB (MLB1-3) and VA (VA1-5), with MLB and VA were newly identified. Recombination and a high mutation rate make HAstV as one of the rapidly evolving infectious agents. This study reported a novel identified recombinant human astrovirus (Y/1-CHN) and its long existence in two immunocompromised patients with diarrhea following allogeneic hematopoietic stem cell transplantation (allo-HSCT). The identified Yu/1-CHN genome contains 6801 base pairs encoding three open reading frames, with ORF1a best hit to the HAstV1 (Pune strain, 97 % nucleotide identity), while ORF1b and ORF2 best hit to HAstV-5 (DL30 strain, 99 % nucleotide identity). Possible recombination breakpoint was predicted to be located in the boundary of ORF1a and ORF1b. Different quasispecies were found in the host, and the dN/dS ratios of the S and P domains were determined to be 1.189 and 1.444, respectively, suggesting a positive selection existed. Fecal samples collected in different clinical phases from the two patients were all positive for Yu/1-CHN, suggesting a long existence of the virus in the host. It was indicated that immunocompromised patients may a reservoir for astrovirus, their excreta should be monitored even after discharge from hospital.


Assuntos
Infecções por Astroviridae/virologia , Genoma Viral , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Mamastrovirus/genética , Mamastrovirus/isolamento & purificação , Quase-Espécies/genética , Reservatórios de Doenças/virologia , Fezes/virologia , Variação Genética , Humanos , Hospedeiro Imunocomprometido , Mamastrovirus/classificação , Filogenia
16.
Viruses ; 12(6)2020 06 17.
Artigo em Inglês | MEDLINE | ID: mdl-32560288

RESUMO

Viral plaque morphologies in human cell lines are markers for growth capability and they have been used to assess the viral fitness and selection of attenuated mutants for live-attenuated vaccine development. In this study, we investigate whether the naturally occurring plaque size variation reflects the virulence of the variants of EV-A71. Variants of two different plaque sizes (big and small) from EV-A71 sub-genotype B4 strain 41 were characterized. The plaque variants displayed different in vitro growth kinetics compared to the parental wild type. The plaque variants showed specific mutations being present in each variant strain. The big plaque variants showed four mutations I97L, N104S, S246P and N282D in the VP1 while the small plaque variants showed I97T, N237T and T292A in the VP1. No other mutations were detected in the whole genome of the two variants. The variants showed stable homogenous small plaques and big plaques, respectively, when re-infected in rhabdomyosarcoma (RD) and Vero cells. The parental strain showed faster growth kinetics and had higher viral RNA copy number than both the big and small plaque variants. Homology modelling shows that both plaque variants have differences in the structure of the VP1 protein due to the presence of unique spontaneous mutations found in each plaque variant This study suggests that the EV-A71 sub-genotype B4 strain 41 has at least two variants with different plaque morphologies. These differences were likely due to the presence of spontaneous mutations that are unique to each of the plaque variants. The ability to maintain the respective plaque morphology upon passaging indicates the presence of quasi-species in the parental population.


Assuntos
Enterovirus Humano A/genética , Infecções por Enterovirus/virologia , Quase-Espécies , Proteínas do Capsídeo/genética , Proteínas do Capsídeo/metabolismo , Enterovirus Humano A/classificação , Enterovirus Humano A/isolamento & purificação , Enterovirus Humano A/patogenicidade , Humanos , Mutação , Ensaio de Placa Viral , Virulência
17.
J Virol ; 94(17)2020 08 17.
Artigo em Inglês | MEDLINE | ID: mdl-32554700

RESUMO

Hepatitis C virus (HCV) infection remains a major worldwide health problem despite development of highly effective direct-acting antivirals. HCV rapidly evolves upon acute infection and generates multiple viral variants (quasispecies), leading to immune evasion and persistent viral infection. Identification of epitopes of broadly neutralizing anti-HCV antibodies (nAbs) is critical to guide HCV vaccine development. In this study, we developed a new reverse genetics system for HCV infection based on trans-complementation of viral structural proteins. The HCV genome (JFH1 strain) lacking the structural protein-coding sequence can be efficiently rescued by ectopic expression of core-E1-E2-p7-NS2 (core-NS2) or core-E1-E2-p7 (core-p7) in trans, leading to production of single-round infectious virions designated HCVΔS. JFH1-based HCVΔS can be also rescued by expressing core-NS2 of other HCV genotypes, rendering it an efficient tool to display the structural proteins of HCV strains of interests. Furthermore, we successfully rescued HCVΔS with structural proteins from clinical isolates. Multiple viral structural proteins with different sensitivities to nAbs were identified from a same patient serum, demonstrating the genetic diversity of HCV quasispecies in vivo Interestingly, the structural protein-coding sequences of highly divergent viral quasispecies from the same patient can be clustered based on their hypervariable region 1 (HVR1) in viral envelope protein E2, which critically dictates the sensitivity to neutralizing antibodies. In summary, we developed a novel reverse genetics system that efficiently displays viral structural proteins from HCV clinical isolates, and analysis of quasispecies from the same patient using this system demonstrated that E2 HVR1 is the major determinant of viral evolution in vivoIMPORTANCE A cell culture model that can recapitulate the diversity of HCV quasispecies in patients is important for analysis of neutralizing epitopes and HCV vaccine development. In this study, we developed a new reverse genetics system for HCV infection based on trans-complementation of viral structural proteins (HCVΔS). This system can be used to display structural proteins of HCV strains of multiple genotypes as well as clinical isolates. By using this system, we showed that multiple different HCV structural proteins from a same patient were displayed on HCVΔS. Interestingly, these variant structural proteins within the same patient can be classified according to the sequence of HVR1in E2, which dictates viral sensitivity to nAbs and viral evolution in vivo Our work provided a new tool to study highly divergent HCV quasispecies and shed light on underlying mechanisms driving HCV evolution.


Assuntos
Hepacivirus/genética , Hepacivirus/metabolismo , Quase-Espécies/genética , Proteínas do Envelope Viral/química , Proteínas do Envelope Viral/genética , Proteínas Estruturais Virais/química , Proteínas Estruturais Virais/genética , Anticorpos Monoclonais/imunologia , Anticorpos Neutralizantes/imunologia , Epitopos/imunologia , Evolução Molecular , Genótipo , Células HEK293 , Hepatite C/virologia , Anticorpos Anti-Hepatite C/imunologia , Hepatite C Crônica/imunologia , Hepatite C Crônica/virologia , Humanos , Evasão da Resposta Imune , Testes de Neutralização , Proteínas do Envelope Viral/metabolismo , Proteínas não Estruturais Virais/química , Proteínas não Estruturais Virais/genética , Proteínas não Estruturais Virais/metabolismo , Proteínas Virais/genética , Proteínas Virais/metabolismo
18.
Fish Shellfish Immunol ; 103: 332-341, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32446969

RESUMO

The aim of this study was to investigate the influence of variant coat proteins (CPs) from different quasispecies of betanodavirus on diverse aspects of nodavirus-induced pathogenesis. It is known that variant CPs can acquire either nuclear or cytoplasmic localization, depending on the nodavirus CP genotype, and this variation may arise during viral replication and influence the regulation of host and viral gene transcription. To investigate the role of these variant CPs in pathogenesis, six variant CP expression plasmids were constructed, each containing different quasispecies CP variants from nodavirus genotype red spotted grouper nervous necrosis virus (RGNNV). The CP expression plasmids were transiently transfected into grouper GF-1 cells. At different times, the cell cycle and cell proliferation were assayed using flow cytometry and methyl thiazolyl tetrazolium (MTT) assays, respectively. The proportion of G2/M-phase GF-1 cells transfected with CP expression plasmids was higher than that of cells transfected with the blank plasmid, especially in regards to quasispecies 2 (QS2). The proliferation ratio of cells transfected with the CP expression plasmids was significantly higher than that of cells transfected with the blank plasmid, with the exception of QS6. We also found that the different quasispecies CPs downregulated the promoter activity of the tumor necrosis factor (TNF) gene to different degrees. In addition, this is the first report showing the betanodavirus CP derived from different quasispecies of RGNNV provide evidence of a chronically nodavirus-infected grouper. Overall, this study represents the first comprehensive analysis of variant CPs from grouper with persistent nodavirus infections and their effects on different aspects of pathogenesis.


Assuntos
Bass , Proteínas do Capsídeo/genética , Doenças dos Peixes/imunologia , Proteínas de Peixes/genética , Nodaviridae/genética , Quase-Espécies/fisiologia , Fator de Necrose Tumoral alfa/genética , Animais , Proteínas do Capsídeo/imunologia , Proteínas de Peixes/imunologia , Infecções por Vírus de RNA/veterinária , Infecções por Vírus de RNA/virologia , Fator de Necrose Tumoral alfa/imunologia
19.
Infect Genet Evol ; 82: 104278, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32165244

RESUMO

RNA genetic elements include many important animal and plant pathogens. They share high mutability, a trait that has multiple implications for the interactions with their host organisms. Here we review evidence of a new adaptive feature of RNA viruses that we term "broadly diversifying selection". It constitutes a new type of positive selection without participation of any external selective agent, and which is built upon a progressive increase of the number of different genomes that dominate the population. The evidence was provided by analyses of mutant spectrum composition of two important viral pathogens, foot-and-mouth disease virus (FMDV) and hepatitis C virus (HCV) after prolonged replication in their respective cell culture environment. Despite being fueled by mutations that arise randomly and in absence of an external guiding selective force, this type of selection prepares the viral population for a response to selective forces still to occur. Since current evidence suggests that broadly diversifying selection is favored by elevated mutation rates and population sizes, it may constitute a more general behavior, relevant also to the adaptive dynamics of microbial populations and cancer cells.


Assuntos
Evolução Biológica , Interações Hospedeiro-Patógeno/fisiologia , Vírus de RNA/genética , Animais , Vírus da Febre Aftosa/genética , Vírus da Febre Aftosa/patogenicidade , Genoma Viral , Hepacivirus/genética , Hepacivirus/patogenicidade , Humanos , Taxa de Mutação , Quase-Espécies , Vírus de RNA/fisiologia , Seleção Genética
20.
J Gen Virol ; 101(4): 399-409, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32053093

RESUMO

Oncolytic virotherapy is an emerging treatment option for numerous cancers, with several virus families currently being evaluated in clinical trials. More specifically, vaccine-strain measles virus has arisen as a promising candidate for the treatment of different tumour types in several early clinical trials. Replicating viruses, and especially RNA viruses without proofreading polymerases, can rapidly adapt to varying environments by selecting quasispecies with advantageous genetic mutations. Subsequently, these genetic alterations could potentially weaken the safety profile of virotherapy. In this study, we demonstrate that, following an extended period of virus replication in producer or cancer cell lines, the quasispecies consensus sequence of vaccine strain-derived measles virus accrues a remarkably small number of mutations throughout the nonsegmented negative-stranded RNA genome. Interestingly, we detected a nonrandom distribution of genetic alterations within the genome, with an overall decreasing frequency of mutations from the 3' genome start to its 5' end. Comparing the serially passaged viruses to the parental virus on producer cells, we found that the acquired consensus mutations did not drastically change viral replication kinetics or cytolytic potency. Collectively, our data corroborate the genomic stability and excellent safety profile of oncolytic measles virus, thus supporting its continued development and clinical translation as a promising viro-immunotherapeutic.


Assuntos
Instabilidade Genômica , Vírus do Sarampo/genética , Quase-Espécies/genética , Animais , Linhagem Celular Tumoral , Sobrevivência Celular , Chlorocebus aethiops , Humanos , Vírus do Sarampo/crescimento & desenvolvimento , Mutação , Terapia Viral Oncolítica , Inoculações Seriadas , Células Vero , Virulência/genética
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