1
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Anjum R, Haque MA, Akter R, Islam MR. Beyond polio: Exploring non-polio enteroviruses, global health preparedness, and the "Disease X" paradigm. Health Sci Rep 2024; 7:e2147. [PMID: 38817886 PMCID: PMC11136642 DOI: 10.1002/hsr2.2147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 04/15/2024] [Accepted: 05/07/2024] [Indexed: 06/01/2024] Open
Abstract
Background and Aims Disease X represents the possibility that an unidentified infection may spread globally and start a pandemic. This study explored various aspects of emerging non-polio enteroviruses (NPEVs) as a possible source of "Disease X," an enigmatic agent declared by the World Health Organization, and discussed the potential impact of NPEVs on global public health. Methods In this perspective article, we collected information from publicly available sources such as Google Scholar, PubMed, and Scopus. We used NPEVs, viral diseases, pandemics, and zoonotic diseases as keywords. We extracted information from the most relevant articles. Results Notable outbreaks caused by NPEVs include enterovirus D68 (EV-D68) and enterovirus A71 (EV-A71), among many others. With a focus on therapeutic and preventative components, alternate modes of therapy, and the development of broad-spectrum antivirals, this analysis looks at the origin, epidemiology, genetic alterations, transmission dynamics, and disease pathophysiology of NPEVs. The information presented in the review indicates the current risk assessment of NPEVs, taking into account the following factors: the need for research and therapeutic interventions, the diversity of clinical manifestations, the impact of genetic variability on virulence, the persistence of emergence despite vaccination efforts, recurrent outbreaks, and the global impact of these viruses. Conclusion There is a possibility that NPEVs could trigger global pandemics based on their zoonotic origins and urges for complete readiness, continuous research, cooperation, and a comprehensive strategy to combat emerging infectious diseases in a constantly changing global environment. It is peak time to acknowledge how important it is to abide by safety and health laws to prevent these illnesses.
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Affiliation(s)
- Ramisa Anjum
- Department of PharmacyUniversity of Asia PacificDhakaBangladesh
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2
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Liu Y, Lv P, Wang W, Zhang J, Zhou X, Qiu Y, Cai K, Zhang H, Fang Y, Li Y. Structural insight into EV-A71 3A protein and its interaction with a peptide inhibitor. Virol Sin 2023; 38:975-979. [PMID: 37757951 PMCID: PMC10786657 DOI: 10.1016/j.virs.2023.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 09/22/2023] [Indexed: 09/29/2023] Open
Abstract
•Our results disclosed a dihelical structure of Enterovirus A71 3A1–57 protein in apo form. •We depicted rigid helices and a unique flexible C-terminus for apo-form 3A1–57. •This study revealed a competitive binding-based molecular mechanism underlying inhibition of dimeric 3A by ER-DRI.
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Affiliation(s)
- Yahui Liu
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Panjing Lv
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Wei Wang
- Medical Subcenter of HUST Analytical & Testing Center, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Jiahai Zhang
- MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230027, China
| | - Xi Zhou
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, 430071, China
| | - Yang Qiu
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, 430071, China
| | - Kun Cai
- Institute of Health Inspection and Testing, Hubei Provincial Center for Disease Control and Prevention (Hubei CDC), Wuhan, 430079, China.
| | - Haoran Zhang
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Yuan Fang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, 430071, China.
| | - Yan Li
- Department of Pathogen Biology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, 430030, China; Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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3
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Tian YX, Jin WP, Wei ZN, Lv SY, Wang MJ, Meng SL, Guo J, Wang ZJ, Shen S. Identification of specific and shared epitopes at the extreme N-terminal VP1 of Coxsackievirus A4, A2 and A5 by monoclonal antibodies. Virus Res 2023; 328:199074. [PMID: 36805409 DOI: 10.1016/j.virusres.2023.199074] [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: 10/31/2022] [Revised: 02/09/2023] [Accepted: 02/13/2023] [Indexed: 02/23/2023]
Abstract
Hand, foot and mouth disease (HFMD) is caused by a variety of serotypes in species A of the Enterovirus genus, including recently re-emerged Coxsackievirus A2 (CV-A2), CV-A4 and CV-A5. For development of diagnostic reagents, for surveillance, and the development of multivalent vaccines against HFMD, the antigenicity of HFMD-associated enteroviruses warrants investigation. The purified virions of CV-A4 were inoculated into Balb/c mice and hybridomas were obtained secreting monoclonal antibodies (mAbs) directed against CV-A4 and cross-reacting with other closely related species A enteroviruses. The mAbs were characterized by ELISA, Western blotting and in vitro neutralizing assays. The majority of mAbs was non-neutralizing, with only 2% of the mAbs neutralizing CV-A4 specifically. Most of mAbs bound to linear VP1 epitopes of CV-A4. Interestingly, four types of mAbs were obtained which bound specifically to CV-A4 or were broadly to CV-A4/-A2, CV-A4/-A5 and CV-A4/-A2/-A5, respectively. Mapping with overlapping or single-amino-acid mutant peptides revealed that the four types of mAbs all bound to the first 15 amino acids at the N-terminus of the VP1. This region of picornaviruses is functionally important as it is involved in uncoating and releasing of viral RNA into the cytosol. The binding footprints of four type mAbs are composed of conserved and variable residues and are different from each other. The newly discovered broadly cross-reactive mAbs reflect the high homology of CV-A4/ CV-A2/CV-A5. The results also demonstrate that it is possible and beneficial to develop the diagnostic reagents to detect rapidly the main pathogens of enteroviruses associated with HFMD cause by CV-A4/CV-A2/CV-A5.
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Affiliation(s)
- Yu-Xuan Tian
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Wei-Ping Jin
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Zhen-Ni Wei
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Shi-Yun Lv
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Meng-Jun Wang
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Sheng-Li Meng
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Jing Guo
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Ze-Jun Wang
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China
| | - Shuo Shen
- Wuhan Institute of Biological Products Co. Ltd., No.1 Huangjin Industrial Park Road, Jiangxia District, Wuhan 430207, China.
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4
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Wang H, Cui X, Cai X, An T. Recombination in Positive-Strand RNA Viruses. Front Microbiol 2022; 13:870759. [PMID: 35663855 PMCID: PMC9158499 DOI: 10.3389/fmicb.2022.870759] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 04/21/2022] [Indexed: 12/28/2022] Open
Abstract
RNA recombination is a major driver of genetic shifts tightly linked to the evolution of RNA viruses. Genomic recombination contributes substantially to the emergence of new viral lineages, expansion in host tropism, adaptations to new environments, and virulence and pathogenesis. Here, we review some of the recent progress that has advanced our understanding of recombination in positive-strand RNA viruses, including recombination triggers and the mechanisms behind them. The study of RNA recombination aids in predicting the probability and outcome of viral recombination events, and in the design of viruses with reduced recombination frequency as candidates for the development of live attenuated vaccines. Surveillance of viral recombination should remain a priority in the detection of emergent viral strains, a goal that can only be accomplished by expanding our understanding of how these events are triggered and regulated.
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Affiliation(s)
| | | | | | - Tongqing An
- State Key Laboratory of Veterinary Biotechnology, Harbin Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Harbin, China
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5
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Kinobe R, Wiyatno A, Artika IM, Safari D. Insight into the Enterovirus A71: A review. Rev Med Virol 2022; 32:e2361. [PMID: 35510476 DOI: 10.1002/rmv.2361] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 04/15/2022] [Accepted: 04/20/2022] [Indexed: 11/08/2022]
Abstract
Enterovirus A71 is a major causative pathogen of hand, foot and mouth disease. It has become a global public health threat, and is especially important for infants and young children in the Asian-Pacific countries. The enterovirus A71 is a non-enveloped virus of the Picornaviridae family having a single-stranded positive-sense RNA genome of about 7.4 kb which encodes the structural and nonstructural proteins. Currently there are no US FDA-approved vaccines or antiviral therapy available against enterovirus A71 infection. Although enterovirus A71 vaccines have been licenced in China, clinically approved vaccines for widespread vaccination programs are lacking. Substantial progress has recently been achieved on understanding the structure and function of enterovirus A71 proteins together with information on the viral genetic diversity and geographic distribution. The present review is intended to provide an overview on our current understanding of the molecular biology and epidemiology of enterovirus A71 which will aid the development of vaccines, therapeutics and other control strategies so as to bolster the preparedness for future enterovirus A71 outbreaks.
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Affiliation(s)
- Robert Kinobe
- Department of Biochemistry, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Bogor, Indonesia
| | - Ageng Wiyatno
- Eijkman Institute for Molecular Biology, Jakarta, Indonesia
| | - I Made Artika
- Department of Biochemistry, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Bogor, Indonesia.,Eijkman Institute for Molecular Biology, Jakarta, Indonesia
| | - Dodi Safari
- Eijkman Institute for Molecular Biology, Jakarta, Indonesia
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6
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Yang Q, Yan D, Song Y, Zhu S, He Y, Han Z, Wang D, Ji T, Zhang Y, Xu W. Whole-genome analysis of coxsackievirus B3 reflects its genetic diversity in China and worldwide. Virol J 2022; 19:69. [PMID: 35436962 PMCID: PMC9014606 DOI: 10.1186/s12985-022-01796-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 04/03/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Coxsackievirus B3 (CVB3) has emerged as an active pathogen in myocarditis, aseptic meningitis, hand, foot, and mouth disease (HFMD), and pancreatitis, and is a heavy burden on public health. However, CVB3 has not been systematically analyzed with regard to whole-genome diversity and recombination. Therefore, this study was undertaken to systematically examine the genetic characteristics of CVB3 based on its whole genome.
Methods
We combined CVB3 isolates from our national HFMD surveillance and global sequences retrieved from GenBank. Phylogenetic analysis was performed to examine the whole genome variety and recombination forms of CVB3 in China and worldwide.
Results
Phylogenetic analysis showed that CVB3 strains isolated worldwide could be classified into clusters A–E based on the sequence of the entire VP1 region. The predominant CVB3 strains in China belonged to cluster D, whereas cluster E CVB3 might be circulated globally compared to other clusters. The average nucleotide substitution rate in the P1 region of CVB3 was 4.82 × 10–3 substitutions/site/year. Myocarditis was more common with cluster A. Clusters C and D presented more cases of acute flaccid paralysis, and cluster D may be more likely to cause HFMD. Multiple recombination events were detected among CVB3 variants, and there were twenty-three recombinant lineages of CVB3 circulating worldwide.
Conclusions
Overall, this study provides full-length genomic sequences of CVB3 isolates with a wide geographic distribution over a long-term time scale in China, which will be helpful for understanding the evolution of this pathogen. Simultaneously, continuous surveillance of CVB3 is indispensable to determine its genetic diversity in China as well as worldwide.
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7
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Jia J, Liu G, Zhong J, Yan R, Song X, Zheng K, Ren Z, He Z, Zhu Q. Heat Shock Protein A6 Is Especially Involved in Enterovirus 71 Infection. Front Microbiol 2022; 13:865644. [PMID: 35308396 PMCID: PMC8931677 DOI: 10.3389/fmicb.2022.865644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 02/17/2022] [Indexed: 11/25/2022] Open
Abstract
Hand foot and mouth disease (HFMD) caused by Enterovirus 71 (EV71) infection is still a major infectious disease threatening children’s life and health in the absence of effective antiviral drugs due to its high prevalence and neurovirulence. A study of EV71-specific host response might shed some light on the reason behind its unique epidemiologic features and help to find means to conquer EV71 infection. We reported that host heat shock protein A6 (HSPA6) was induced by EV71 infection and involved infection in both Rhabdomyosarcoma (RD) cells and neurogliocytes. Most importantly, we found that EV71 did not induce the expression of other heat shock proteins HSPA1, HSPA8, and HSPB1 under the same conditions, and other HFMD-associated viruses including CVA16, CVA6, CVA10, and CVB1-3 did not induce the upregulation of HSPA6. In addition, EV71 infection enhanced the cytoplasmic aggregation of HSPA6 and its colocalization with viral capsid protein VP1. These findings suggest that HSPA6 is a potential EV71-specific host factor worthy of further study.
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Affiliation(s)
- Jiaoyan Jia
- College of Pharmacy, Shenzhen Technology University, Shenzhen, China
- School of Pharmaceutical Sciences, Shenzhen University, Shenzhen, China
| | - Ge Liu
- College of Pharmacy, Shenzhen Technology University, Shenzhen, China
| | - Jianfeng Zhong
- School of Pharmaceutical Sciences, Shenzhen University, Shenzhen, China
| | - Ran Yan
- School of Pharmaceutical Sciences, Shenzhen University, Shenzhen, China
| | - Xun Song
- School of Pharmaceutical Sciences, Shenzhen University, Shenzhen, China
| | - Kai Zheng
- School of Pharmaceutical Sciences, Shenzhen University, Shenzhen, China
| | - Zhe Ren
- Institute of Biomedicine, College of Life Science and Technology, Jinan University, Guangzhou, China
| | - Zhendan He
- College of Pharmacy, Shenzhen Technology University, Shenzhen, China
- *Correspondence: Zhendan He,
| | - Qinchang Zhu
- College of Pharmacy, Shenzhen Technology University, Shenzhen, China
- School of Pharmaceutical Sciences, Shenzhen University, Shenzhen, China
- Qinchang Zhu,
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8
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A Novel Attenuated Enterovirus A71 Mutant with VP1-V238A,K244R Exhibits Reduced Efficiency of Cell Entry/Exit and Augmented Binding Affinity to Sulfated Glycans. J Virol 2021; 95:e0105521. [PMID: 34468173 PMCID: PMC8549518 DOI: 10.1128/jvi.01055-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Enterovirus A71 (EV-A71) is one of the major etiological agents of hand, foot, and mouth disease (HFMD), and infection occasionally leads to fatal neurological complications in children. However, only inactivated whole-virus vaccines against EV-A71 are commercially available in Mainland China. Furthermore, the mechanisms underlying the infectivity and pathogenesis of EV-A71 remain to be better understood. By adaptation of an EV-A71 B5 strain in monkey Vero cells in the presence of brilliant black BN (E151), an anti-EV-A71 agent, a double mutant with VP1-V238A,K244R emerged whose infection was enhanced by E151. The growth of the reverse genetics (RG) mutant RG/B5-VP1-V238A,K244R (RG/B5-AR) was promoted by E151 in Vero cells but inhibited in other human and murine cells, while its parental wild type, RG/B5-wt, was strongly prevented by E151 from infection in all tested cells. In the absence of E151, RG/B5-AR exhibited defective cell entry/exit, resulting in reduced viral transmission and growth in vitro. It had augmented binding affinity to sulfated glycans, cells, and tissue/organs, which probably functioned as decoys to restrict viral dissemination and infection. RG/B5-AR was also attenuated, with a 355 times higher 50% lethal dose (LD50) and a shorter timing of virus clearance than those of RG/B5-wt in suckling AG129 mice. However, it remained highly immunogenic in adult AG129 mice and protected their suckling mice from lethal EV-A71 challenges through maternal neutralizing antibodies. Overall, discovery of the attenuated mutant RG/B5-AR contributes to better understanding of virulence determinants of EV-A71 and to further development of novel vaccines against EV-A71. IMPORTANCE Enterovirus A71 (EV-A71) is highly contagious in children and has been responsible for thousands of deaths in Asia-Pacific region since the 1990s. Unfortunately, the virulence determinants and pathogenesis of EV-A71 are not fully clear. We discovered that a novel EV-A71 mutant, VP1-V238A,K244R, showed growth attenuation with reduced efficiency of cell entry/exit. In the Vero cell line, which has been approved for manufacturing EV-A71 vaccines, the growth defects of the mutant were compensated by a food dye, brilliant black BN. The mutant also showed augmented binding affinity to sulfated glycans and other cellular components, which probably restricted viral infection and dissemination. Therefore, it was virulence attenuated in a mouse model but still retained its immunogenicity. Our findings suggest the mutant as a promising vaccine candidate against EV-A71 infection.
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9
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Qian SS, Wei ZN, Jin WP, Wu J, Zhou YP, Meng SL, Guo J, Wang ZJ, Shen S. Efficacy of a coxsackievirus A6 vaccine candidate in an actively immunized mouse model. Emerg Microbes Infect 2021; 10:763-773. [PMID: 33739899 PMCID: PMC8079124 DOI: 10.1080/22221751.2021.1906755] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Coxsackievirus A6 (CV-A6) has been emerging as a major pathogen of hand, foot and mouth disease (HFMD). Study on the pathogenesis of CV-A6 infection and development of vaccines is hindered by a lack of appropriate animal models. Here, we report an actively immunized-challenged mouse model to evaluate the efficacy of a Vero-cell-based, inactivated CV-A6 vaccine candidate. The neonatal Kunming mice were inoculated with a purified, formaldehyde-inactivated CV-A6 vaccine on days 3 and 9, followed by challenging on day 14 with a naturally selected virulent strain at a lethal dose. Within 14 days postchallenge, all mice in the immunized groups survived, while 100% of the Alum-only inoculated mice died. Neutralizing antibodies (NtAbs) were detected in the serum of immunized suckling mice, and the NtAb levels correlated with the survival rate of the challenged mice. The virus loads in organs were reduced, and pathological changes and viral protein expression were weak in the immunized mice compared with those in Alum-only inoculated control mice. Elevated levels of interleukin-4, 6, interferon γ and tumour necrosis factor α were also observed in Alum-only control mice compared with immunized mice. Importantly, the virulent CV-A6 challenge strain was selected quickly and conveniently from a RD cell virus stock characterized with the natural multi-genotypes. The virulent determinants were mapped to V124M and I242 V at VP1. Together, our results indicated that this actively immunized mouse model is invaluable for future studies to develop multivalent vaccines containing the major component of CV-A6 against HFMD.
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Affiliation(s)
- Sha-Sha Qian
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Zhen-Ni Wei
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Wei-Ping Jin
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Jie Wu
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Yan-Ping Zhou
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Sheng-Li Meng
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Jing Guo
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Ze-Jun Wang
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
| | - Shuo Shen
- Wuhan Institute of Biological Products Co. Ltd., Wuhan, People's Republic of China
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10
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Ma H, Zhang M, Wu M, Ghonaim AH, Fan S, He Q. Isolation and genetic characteristics of a neurotropic teschovirus variant belonging to genotype 1 in northeast China. Arch Virol 2021; 166:1355-1370. [PMID: 33709216 DOI: 10.1007/s00705-021-04994-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 12/26/2020] [Indexed: 11/24/2022]
Abstract
Porcine teschovirus (PTV) is a causative agent of reproductive disorders, encephalomyelitis, respiratory diseases, and diarrhea in swine, with a worldwide distribution. In this work, we identified PTV-associated nonsuppurative encephalitis as a potential cause of posterior paralysis in neonatal pigs in northeast China. Using indirect immunofluorescence assay, western blot, electron microscopy, and genome sequencing, we identified a neurotropic PTV strain, named CHN-NP1-2016, in the supernatants of pooled cerebrum and cerebellum samples from an affected piglet. Nucleotide sequence alignment revealed that the whole genome of CHN-NP1-2016 shared the highest sequence similarity (86.76% identity) with PTV 1 strain Talfan. A combination of phylogenetic and genetic divergence analysis was applied based on the deduced amino acid sequence of the P1 gene with a cutoff value of the genetic distance (0.102 ± 0.008) for defining PTV genotypes, and this showed that CHN-NP1-2016 is a variant of genotype 1. In total, 16 unique mutations and five mutant clusters were detected in the capsid proteins VP1 and VP2 of CHN-NP1-2016 when compared to other PTV1 isolates. Importantly, we detected three mutant clusters located in the exposed surface loops of the capsid protein, potentially indicating significant differences in major neutralization epitopes. Moreover, a potential recombination event in the P1 region of PTV CHN-NP1-2016 was detected. These findings provide valuable insights into the role of recombination in the evolution of teschoviruses. To our knowledge, this is the first case report of PTV-1-associated encephalitis in northeast China. Future investigations will narrow on the serology and pathogenicity of this novel isolate.
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Affiliation(s)
- Hailong Ma
- Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, 1 Shi-zi-shan Street, Wuhan, 430070, China.,Key Laboratory of Preventive Veterinary Medicine in Hubei Province, The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, 430070, China
| | - Mengjia Zhang
- Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, 1 Shi-zi-shan Street, Wuhan, 430070, China.,Key Laboratory of Preventive Veterinary Medicine in Hubei Province, The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, 430070, China
| | - Meizhou Wu
- Key Laboratory of Preventive Veterinary Medicine in Hubei Province, The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, 430070, China
| | - Ahmed H Ghonaim
- Key Laboratory of Preventive Veterinary Medicine in Hubei Province, The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, 430070, China.,Desert Research Center, Cairo, Egypt
| | - Shengxian Fan
- Key Laboratory of Preventive Veterinary Medicine in Hubei Province, The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, 430070, China
| | - Qigai He
- Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, 1 Shi-zi-shan Street, Wuhan, 430070, China. .,Key Laboratory of Preventive Veterinary Medicine in Hubei Province, The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, 430070, China.
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11
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Non-Polio Enteroviruses from Acute Flaccid Paralysis Surveillance in Korea, 2012-2019. Viruses 2021; 13:v13030411. [PMID: 33807557 PMCID: PMC8001888 DOI: 10.3390/v13030411] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 02/27/2021] [Accepted: 03/02/2021] [Indexed: 12/18/2022] Open
Abstract
The risk of polio importation and re-emergence persists since epidemic polio still occurs in some countries, and the resurgence of polio occurring almost 20 years after polio eradication was declared in Asia has been reported. We analyzed the results of acute flaccid paralysis (AFP) surveillance in Korea to assess the quality of AFP surveillance and understand the etiology of non-polio enterovirus (NPEV)-associated central nervous system diseases in a polio-free area. We investigated 637 AFP patients under 15 years of age whose cases were confirmed during 2012–2019 by virus isolation, real-time reverse transcription polymerase chain reaction, and VP1 gene sequencing. Among the 637 AFP cases, NPEV was detected in 213 (33.4%) patients, with the majority observed in EV-A71, with 54.9% of NPEV positives. EV-A71 has been shown to play a role as a major causative agent in most neurological diseases except for Guillain-Barré syndrome (GBS), acute disseminated encephalomyelitis (ADEM), and meningitis. This study provides information on the AFP surveillance situation in Korea and highlights the polio eradication stage in the monitoring and characterization of NPEV against the outbreak of neurological infectious diseases such as polio.
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12
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Brown DM, Zhang Y, Scheuermann RH. Epidemiology and Sequence-Based Evolutionary Analysis of Circulating Non-Polio Enteroviruses. Microorganisms 2020; 8:microorganisms8121856. [PMID: 33255654 PMCID: PMC7759938 DOI: 10.3390/microorganisms8121856] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/13/2020] [Accepted: 11/17/2020] [Indexed: 02/07/2023] Open
Abstract
Enteroviruses (EVs) are positive-sense RNA viruses, with over 50,000 nucleotide sequences publicly available. While most human infections are typically associated with mild respiratory symptoms, several different EV types have also been associated with severe human disease, especially acute flaccid paralysis (AFP), particularly with endemic members of the EV-B species and two pandemic types—EV-A71 and EV-D68—that appear to be responsible for recent widespread outbreaks. Here we review the recent literature on the prevalence, characteristics, and circulation dynamics of different enterovirus types and combine this with an analysis of the sequence coverage of different EV types in public databases (e.g., the Virus Pathogen Resource). This evaluation reveals temporal and geographic differences in EV circulation and sequence distribution, highlighting recent EV outbreaks and revealing gaps in sequence coverage. Phylogenetic analysis of the EV genus shows the relatedness of different EV types. Recombination analysis of the EV-A species provides evidence for recombination as a mechanism of genomic diversification. The absence of broadly protective vaccines and effective antivirals makes human enteroviruses important pathogens of public health concern.
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Affiliation(s)
- David M Brown
- Department of Synthetic Biology, J. Craig Venter Institute, Rockville, MD 20850, USA
| | - Yun Zhang
- Department of Informatics, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Richard H Scheuermann
- Department of Informatics, J. Craig Venter Institute, La Jolla, CA 92037, USA
- Department of Pathology, University of California San Diego, La Jolla, CA 92093, USA
- La Jolla Institute for Immunology, La Jolla, CA 92065, USA
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13
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Mandary MB, Masomian M, Ong SK, Poh CL. Characterization of Plaque Variants and the Involvement of Quasi-Species in a Population of EV-A71. Viruses 2020; 12:E651. [PMID: 32560288 PMCID: PMC7354493 DOI: 10.3390/v12060651] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 05/15/2020] [Accepted: 05/20/2020] [Indexed: 12/13/2022] Open
Abstract
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.
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Affiliation(s)
- Madiiha Bibi Mandary
- Centre for Virus and Vaccine Research, School of Science and Technology, Sunway University, Kuala Lumpur, Selangor 47500, Malaysia; (M.B.M.); (M.M.)
| | - Malihe Masomian
- Centre for Virus and Vaccine Research, School of Science and Technology, Sunway University, Kuala Lumpur, Selangor 47500, Malaysia; (M.B.M.); (M.M.)
| | - Seng-Kai Ong
- Department of Biological Science, School of Science and Technology, Sunway University, Kuala Lumpur, Selangor 47500, Malaysia;
| | - Chit Laa Poh
- Centre for Virus and Vaccine Research, School of Science and Technology, Sunway University, Kuala Lumpur, Selangor 47500, Malaysia; (M.B.M.); (M.M.)
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14
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Yang T, Xie T, Song X, Shen D, Li H, Yue L, Jiang Q, Zhu F, Meng H, Long R, Yang R, Luo F, Xie Z. Safety and immunogenicity of an experimental live combination vaccine against enterovirus 71 and coxsackievirus A16 in rhesus monkeys. Hum Vaccin Immunother 2020; 16:1586-1594. [PMID: 32159429 DOI: 10.1080/21645515.2019.1709353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Enterovirus 71 (EV-A71) and Coxsackievirus A16 (CV-A16) are the two most common pathogens causing hand, foot, and mouth disease (HFMD). Previously, we obtained one candidate live attenuated strain each for EV-A71 and CV-A16; here, we evaluated the safety and immunogenicity of a combinedlive vaccine against EV-A71 and CV-A16 generated from these two candidate strains. Rhesus monkeys were intramuscularly treated with a live combinationvaccine against both EV-A71 and CV-A16 or with either vaccine alone. No fever or atypical clinical signs were observed in any animals. Monkeys vaccinated with the combinationlive vaccine presented no notable pathological changes in the brain, spinal cord, lung, and liver; in contrast, these regions showed inflammatory cell infiltration in monkeys treated with EV-A71 alone or CV-A16 alone. Weak viremia was detected in plasma after inoculation with the combinationvaccine; however, the duration of viral shedding in feces was increased. Biochemical studies revealed a slight increase in aspartate aminotransferase levels in monkeys inoculated with the live combination vaccine; however, histopathological findings did not attribute this change to liver damage. We also found that the live combinationvaccine induced a dual humoral immune response. Cytokine analysis indicated that the combined EV-A71/CV-A16 vaccine significantly down-regulated interleukin-8 production. Here, we have demonstrated that the live attenuated EV-A71/CV-A16 vaccine was safe and could trigger a dual specific immune response. However, its immune protection efficacy requires further investigation.
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Affiliation(s)
- Ting Yang
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Tianhong Xie
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Xia Song
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Dong Shen
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Hua Li
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Lei Yue
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Qinfang Jiang
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Fanli Zhu
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Huaqing Meng
- Hospital Infection Control Department, The Affiliated Hospital of GuiZhou Medical University , Guiyang, China
| | - Runxiang Long
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Rong Yang
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Feiyu Luo
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
| | - Zhongping Xie
- The Institute of Medical Biology, Chinese Academic Medical Sciences & Peking Union Medical College , Kunming, China
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15
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Wang M, Chen L, Jin W, Wang S. Genetic and evolutionary analysis of enterovirus 71 base dinucleotide. Virusdisease 2020; 31:61-65. [DOI: 10.1007/s13337-019-00564-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 12/23/2019] [Indexed: 10/25/2022] Open
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16
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Xu P, Xu H, Cheng HS, Chan HH, Wang RYL. MicroRNA 876-5p modulates EV-A71 replication through downregulation of host antiviral factors. Virol J 2020; 17:21. [PMID: 32024541 PMCID: PMC7003331 DOI: 10.1186/s12985-020-1284-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 01/15/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Human enterovirus 71 (EV-A71) is a non-enveloped virus that has a single stranded positive sense RNA genome. In a previous study, we showed that miR-876-5p upregulation was observed in the serum of patients with severe EV-A71 infection. Micro-876-5p (miR-876-5p) is a circulating miRNA that can be identified to modulate EV-A71 infections through both in vitro and in vivo studies. However, the regulatory mechanisms that involve miR-876-5p in the EV-A71 infection cycle remain unclear. METHODS We demonstrated that miR-876-5p facilitated EV-A71 replication and expression by overexpression and knocking-down of miR-876-5p through the transfection of miR-876-5p plasmid and miR-876-5p inhibitor. Although miR-876-5p suppressed CREB5 expression, luciferase reporter assay confirmed this. We also evaluated the role of miR-876-5p in the EV-A71 infection cycle by CREB5 mediated by transfection with an anti-miR-876-5P inhibitor or in combination with an si-CREB5 plasmid. RESULTS MicroR-876-5p was upregulated in EV-A71-infected neuroblastoma cells. Overexpression of miR-876-5p or knockdown of cyclic-AMP responsive element binding protein 5 (CREB5) promoted EV-A71 replication. The downregulation of miR-876-5p inhibited the accumulation of viral RNA and the production of viral proteins. Interestingly, CREB5 overexpression also suppressed EV-A71 replication. Our in vitro studies reveal that miR-876-5p directly targets CREB5. Finally, downregulation of CREB5 protein abated the inhibitory effect of anti-miR-876-5p and induced inhibitory effect of EV-A71 replication. CONCLUSIONS Our results suggest that intracellular miR-876-5p promotes EV-A71 replication indirectly by targeting the host CREB5 protein.
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Affiliation(s)
- Peng Xu
- Xiangyang No.1 People's Hospital and Hubei University of Medicine, Xiangyang, Hubei Province, China
| | - Hwa Xu
- College of Resources and Environment Qingdao Agricultural Unviersity, Qingdao, China
| | - Hsu Sheng Cheng
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan
| | - Han-Hsiang Chan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan
| | - Robert Y L Wang
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Tao-Yuan, 33302, Taiwan. .,Division of Pediatric Infectious Diseases, Department of Pediatrics, Chang Gung Memorial and Children's Hospital, Linkou, 33305, Taiwan.
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17
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Chen KR, Ling P. Interplays between Enterovirus A71 and the innate immune system. J Biomed Sci 2019; 26:95. [PMID: 31787104 PMCID: PMC6886175 DOI: 10.1186/s12929-019-0596-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 11/19/2019] [Indexed: 12/24/2022] Open
Abstract
Enterovirus A71 (EV-A71) is a growing threat to public health, particularly in the Asia-Pacific region. EV-A71 infection is most prevalent in infants and children and causes a wide spectrum of clinical complications, including hand-foot-and-mouth disease (HFMD), pulmonary and neurological disorders. The pathogenesis of EV-A71 infection is poorly understood at present. It is likely that viral factors and host immunity, and their interplay, affect the pathogenesis and outcome of EV-A71 infection. The mammalian innate immune system forms the first layer of defense against viral infections and triggers activation of adaptive immunity leading to full protection. In this review, we discuss recent advances in our understanding of the interaction between EV-A71 and the innate immune system. We discuss the role of pattern-recognition receptors (PRRs), including Toll-like receptors (TLRs), RIG-I-like receptors (RLRs), and inflammasomes, in the detection of EV-A71 infection and induction of antiviral immunity. As a counteraction, EV-A71 viral proteins target multiple innate immune pathways to facilitate viral replication in host cells. These novel insights at the virus-host interphase may support the future development of vaccines and therapeutics against EV-A71 infection.
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Affiliation(s)
- Kuan-Ru Chen
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung Univeristy, Tainan, Taiwan
| | - Pin Ling
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung Univeristy, Tainan, Taiwan. .,Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung Universiy, Tainan, Taiwan. .,Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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18
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Gonzalez G, Carr MJ, Kobayashi M, Hanaoka N, Fujimoto T. Enterovirus-Associated Hand-Foot and Mouth Disease and Neurological Complications in Japan and the Rest of the World. Int J Mol Sci 2019; 20:ijms20205201. [PMID: 31635198 PMCID: PMC6834195 DOI: 10.3390/ijms20205201] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 10/17/2019] [Accepted: 10/18/2019] [Indexed: 12/12/2022] Open
Abstract
Enteroviruses (EVs) are responsible for extremely large-scale, periodic epidemics in pediatric cohorts, particularly in East and Southeast Asia. Clinical presentation includes a diverse disease spectrum, including hand-foot and mouth disease (HFMD), aseptic meningitis, encephalitis, acute flaccid paralysis, and acute flaccid myelitis. HFMD is predominantly attributable to EV-A types, including the major pathogen EV-A71, and coxsackieviruses, particularly CV-A6, CV-A16, and CV-A10. There have been multiple EV-A71 outbreaks associated with a profound burden of neurological disease and fatal outcomes in Asia since the early 1980s. Efficacious vaccines against EV-A71 have been developed in China but widespread pediatric vaccination programs have not been introduced in other countries. Encephalitis, as a consequence of complications arising from HFMD infection, leads to damage to the thalamus and medulla oblongata. Studies in Vietnam suggest that myoclonus is a significant indicator of central nervous system (CNS) complications in EV-A71-associated HFMD cases. Rapid response in HFMD cases in children is imperative to prevent the progression to a CNS infection; however, prophylactic and therapeutic agents have not been well established internationally, therefore surveillance and functional studies including development of antivirals and multivalent vaccines is critically important to reduce disease burden in pediatric populations.
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Affiliation(s)
- Gabriel Gonzalez
- Division of Bioinformatics, Research Center for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan.
- National Advanced Computing Collaboratory, National Center for High Technology, San Jose 1174-1200, Costa Rica.
| | - Michael J Carr
- National Virus Reference Laboratory, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.
- Global Station for Zoonosis Control, Global Institution for Collaborative Research and Education (GI-CoRE), Hokkaido University, Sapporo 001-0020, Japan.
| | | | - Nozomu Hanaoka
- Division 4, Infectious Disease Surveillance Center, National Institute of Infectious Diseases, 1-23-1 Toyama, Shinjuku-ku, Tokyo 162-8640, Japan.
| | - Tsuguto Fujimoto
- Division 4, Infectious Disease Surveillance Center, National Institute of Infectious Diseases, 1-23-1 Toyama, Shinjuku-ku, Tokyo 162-8640, Japan.
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19
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Mandary MB, Masomian M, Poh CL. Impact of RNA Virus Evolution on Quasispecies Formation and Virulence. Int J Mol Sci 2019; 20:E4657. [PMID: 31546962 PMCID: PMC6770471 DOI: 10.3390/ijms20184657] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 08/23/2019] [Accepted: 08/26/2019] [Indexed: 12/19/2022] Open
Abstract
RNA viruses are known to replicate by low fidelity polymerases and have high mutation rates whereby the resulting virus population tends to exist as a distribution of mutants. In this review, we aim to explore how genetic events such as spontaneous mutations could alter the genomic organization of RNA viruses in such a way that they impact virus replications and plaque morphology. The phenomenon of quasispecies within a viral population is also discussed to reflect virulence and its implications for RNA viruses. An understanding of how such events occur will provide further evidence about whether there are molecular determinants for plaque morphology of RNA viruses or whether different plaque phenotypes arise due to the presence of quasispecies within a population. Ultimately this review gives an insight into whether the intrinsically high error rates due to the low fidelity of RNA polymerases is responsible for the variation in plaque morphology and diversity in virulence. This can be a useful tool in characterizing mechanisms that facilitate virus adaptation and evolution.
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Affiliation(s)
- Madiiha Bibi Mandary
- Center for Virus and Vaccine Research, School of Science and Technology, Sunway University, Kuala Lumpur, Selangor 47500, Malaysia
| | - Malihe Masomian
- Center for Virus and Vaccine Research, School of Science and Technology, Sunway University, Kuala Lumpur, Selangor 47500, Malaysia
| | - Chit Laa Poh
- Center for Virus and Vaccine Research, School of Science and Technology, Sunway University, Kuala Lumpur, Selangor 47500, Malaysia.
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20
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Chen S, Liu X, Wu Y, Xu G, Zhang X, Mei S, Zhang Z, O'Meara M, O'Gara MC, Tan X, Li L. The application of meteorological data and search index data in improving the prediction of HFMD: A study of two cities in Guangdong Province, China. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 652:1013-1021. [PMID: 30380469 DOI: 10.1016/j.scitotenv.2018.10.304] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Revised: 10/22/2018] [Accepted: 10/22/2018] [Indexed: 02/05/2023]
Abstract
Hand, foot and mouth disease (HFMD) is a public health issue in China, and its incidence in Guangdong Province is higher than the national average. Previous studies have found climatic factors have an influential role in the transmission of HFMD. Internet search technology has been shown to predict some infectious disease epidemics and is a potential resource in tracking epidemics in countries where the use of Internet search index data is prevalent. This study aims to improve the prediction of HFMD in two Chinese cities, Shantou and Shenzhen in Guangdong Province, applying both meteorological data and Baidu search indices to create a HFMD forecasting model. To this end, the relationship between meteorological factors and HFMD was found to be linear in both cities, while the relationship between search engine data and HFMD was not consistent. The results of our study suggest that using both Internet search and meteorological data can improve the prediction of HFMD incidence. Using comparative analysis of both cities, we posit that improved quality search indices enhance prediction of HFMD.
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Affiliation(s)
- Shaoxing Chen
- Injury Prevention Research Center, Shantou University Medical College, Shantou, Guangdong 515041, China; Department of Community monitoring, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Xiaojian Liu
- Shenzhen Center for Disease Control and Prevention, Shenzhen, China.
| | - Yongsheng Wu
- Shenzhen Center for Disease Control and Prevention, Shenzhen, China.
| | - Guangxing Xu
- Shantou Center for Disease Control and Prevention, Shantou, China
| | - Xubin Zhang
- Shantou Center for Disease Control and Prevention, Shantou, China
| | - Shujiang Mei
- Shenzhen Center for Disease Control and Prevention, Shenzhen, China.
| | - Zhen Zhang
- Shenzhen Center for Disease Control and Prevention, Shenzhen, China.
| | - Michael O'Meara
- Department of Information Technology, Shantou University Medical College, Shantou, Guangdong 515041, China.
| | - Mary Clare O'Gara
- Department of Nursing, Shantou University Medical College, Shantou, Guangdong 515041, China.
| | - Xuerui Tan
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Liping Li
- Injury Prevention Research Center, Shantou University Medical College, Shantou, Guangdong 515041, China.
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21
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Viral Recombination: Ecology, Evolution, and Pathogenesis. Viruses 2018; 10:v10070358. [PMID: 29986376 PMCID: PMC6070879 DOI: 10.3390/v10070358] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 07/04/2018] [Indexed: 12/12/2022] Open
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