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Miao J, Wei Z, Zhou S, Li J, Shi D, Yang D, Jiang G, Yin J, Yang ZW, Li JW, Jin M. Predicting the concentrations of enteric viruses in urban rivers running through the city center via an artificial neural network. JOURNAL OF HAZARDOUS MATERIALS 2022; 438:129506. [PMID: 35999718 DOI: 10.1016/j.jhazmat.2022.129506] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 06/24/2022] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
Abstract
Viral waterborne diseases are widespread in cities due largely to the occurrence of enteric viruses in urban rivers, which pose a significant concern to human health. Yet, the application of rapid detection technology for enteric viruses in environmental water remains undeveloped globally. Here, multiple linear regression (MLR) modeling and artificial neural network (ANN) modeling, which used frequently measured physicochemical parameters in river water, were constructed to predict the concentration of enteric viruses including human enteroviruses (EnVs), rotaviruses (HRVs), astroviruses (AstVs), noroviruses GⅡ (HuNoVs GⅡ), and adenoviruses (HAdVs) in rivers. After training, testing, and validating, ANN models showed better performance than any MLR model for predicting the viral concentration in Jinhe River. All determined R-values for ANN models exceeded 0.89, suggesting a strong correlation between the predicted and measured outputs for target enteric viruses. Furthermore, ANN models provided a better congruence between the observed and predicted concentrations of each virus than MLR models did. Together, these findings strongly suggest that ANN modeling can provide more accurate and timely predictions of viral concentrations based on frequent (or routine) measurements of physicochemical parameters in river water, which would improve assessments of waterborne disease prevalence in cities.
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Affiliation(s)
- Jing Miao
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Zilin Wei
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Shuqing Zhou
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Jiaying Li
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, QLD 4103, Australia
| | - Danyang Shi
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Dong Yang
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Guangming Jiang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong 2522, Australia
| | - Jing Yin
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Zhong Wei Yang
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Jun Wen Li
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China
| | - Min Jin
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No.1 Dali Road, Tianjin 300050, China.
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Wei ZL, Miao J, Yang ZW, Shi DY, Wu HY, Yang D, Yin J, Wang HR, Li HB, Chen ZS, Li JW, Jin M. Contamination sources of the enteric virus in recreational marine water shift in a seasonal pattern. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 743:140641. [PMID: 32653709 DOI: 10.1016/j.scitotenv.2020.140641] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/31/2020] [Accepted: 06/28/2020] [Indexed: 06/11/2023]
Abstract
Human enteric virus occurrence in bathing beaches poses a potential health risk to swimmers. They may come from several sources, but the understanding of the seasonal contribution of contamination sources to virus occurrence is still lacking. Here, the surveillance of human enteric viruses at the First Bathing Beach in Qingdao was performed January-December 2018. The occurrence of Enteric viruses, assayed with quantitative polymerase chain reaction (qPCR), was analyzed at temporal and spatial levels to determine the viral contamination sources. The results showed that only Astroviruses (AstVs) and Adenoviruses (HAdVs) were found in the swimming area. Their occurrence correlated significantly with the sewage-polluted area, but HAdVs were only found in autumn and AstVs in spring. Meanwhile, enteric viruses in the swimming area showed significantly higher levels than the surrounding area, particularly AstVs in summer with the swimmer crowd. All these data imply that sewage discharge and swimmers co-contribute to the viral occurrence in a seasonal pattern, with the former being more focused in warm seasons (spring and autumn) and the latter in hot seasons (summer). These results indicate that sewage discharge and crowd swimmers, as unsafe swimming conditions, should be avoided to improve public health at the bathing beaches.
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Affiliation(s)
- Zi-Lin Wei
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Jing Miao
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Zhong-Wei Yang
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Dan-Yang Shi
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Hai-Yan Wu
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Dong Yang
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Jing Yin
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Hua-Ran Wang
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Hai-Bei Li
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Zheng-Shan Chen
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China
| | - Jun-Wen Li
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China.
| | - Min Jin
- Department of Environment and Health, Tianjin Institute of Environmental & Operational Medicine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, No. 1 Dali Road, Tianjin 300050, China.
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Guo X, Liu WL, Yang D, Shen ZQ, Qiu ZG, Jin M, Li JW. Hepatitis C virus infection induces endoplasmic reticulum stress and apoptosis in human fetal liver stem cells. J Pathol 2019; 248:155-163. [PMID: 30680725 PMCID: PMC7167977 DOI: 10.1002/path.5240] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Revised: 11/29/2018] [Accepted: 01/16/2019] [Indexed: 12/18/2022]
Abstract
The cellular mechanisms by which hepatitis C virus (HCV) replication might mediate cytopathic effects are controversial and not entirely clear. In this study, we found that blood-borne HCV (bbHCV) infection could lead to endoplasmic reticulum (ER)-stress and mitochondria-related/caspase-dependent apoptosis at the early stages of infection based on use of the highly efficient bbHCV cell culture model established previously. Sections of bbHCV-infected human fetal liver stem cells (hFLSCs) revealed convolution and nonlinear ER, cell vacuolization, swelling of mitochondria, and numerous double membrane vesicles (DMVs). The percentage of apoptotic hFLSCs infected by bbHCV reached 29.8% at 16 h postinfection, and the amount of cytochrome c increased remarkably in the cytosolic protein fraction. However, over time, apoptosis was inhibited due to the activation of NF-κB. The expression of NF-κB-p65, Bcl-xL, XIAP, and c-FLIPL in hFLSCs was increased significantly 24 h after in infection by bbHCV. The accelerated cell death cycles involving apoptosis, regeneration and repair by bbHCV infection might give rise to the development of cirrhosis, and ultimately to hepatocellular carcinogenesis. Copyright © 2019 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Xuan Guo
- Tianjin Institute of Environmental and Operational Medicine, Tianjin, PR China.,Research Institute of Chemical Defense, Beijing, PR China.,State Key Laboratory of NBC Protection for Civilian, Beijing, PR China
| | - Wei-Li Liu
- Tianjin Institute of Environmental and Operational Medicine, Tianjin, PR China
| | - Dong Yang
- Tianjin Institute of Environmental and Operational Medicine, Tianjin, PR China
| | - Zhi-Qiang Shen
- Tianjin Institute of Environmental and Operational Medicine, Tianjin, PR China
| | - Zhi-Gang Qiu
- Tianjin Institute of Environmental and Operational Medicine, Tianjin, PR China
| | - Min Jin
- Tianjin Institute of Environmental and Operational Medicine, Tianjin, PR China
| | - Jun-Wen Li
- Tianjin Institute of Environmental and Operational Medicine, Tianjin, PR China
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Miao J, Guo X, Liu W, Yang D, Shen Z, Qiu Z, Chen X, Zhang K, Hu H, Yin J, Yang Z, Li J, Jin M. Total coliforms as an indicator of human enterovirus presence in surface water across Tianjin city, China. BMC Infect Dis 2018; 18:542. [PMID: 30382895 PMCID: PMC6211496 DOI: 10.1186/s12879-018-3438-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 10/08/2018] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Enteric viruses in surface water pose considerable risk to morbidity in populations living around water catchments and promote outbreaks of waterborne diseases. However, due to poor understanding of the correlation between water quality and the presence of human enteric viruses, the failure to assess viral contamination through alternative viral indicators makes it difficult to control disease transmission. METHODS We investigated the occurrence of Enteroviruses (EnVs), Rotaviruses (HRVs), Astroviruses (AstVs), Noroviruses GII (HuNoVs GII) and Adenoviruses (HAdVs) from Jinhe River over 4 years and analyzed their correlation with physicochemical and bacterial parameters in water samples. RESULTS The findings showed that all target viruses were detected in water at frequencies of 91.7% for HAdVs, 81.3% for HuNoVs GII, 79.2% for EnVs and AstVs, and 70.8% for HRVs. These viruses had a seasonal pattern, which showed that EnVs were abundant in summer but rare in winter, while HAdVs, HRVs, AstVs, and HuNoVs GII exhibited opposite seasonal trends. Pearson correlation analysis showed that total coliforms (TC) was significantly positively correlated with EnVs concentrations while no consistent significant correlations were observed between bacterial indices and viruses that precipitate acute gastroenteritis. CONCLUSIONS Taken together, the findings provide insights into alternative viral indicators, suggesting that TC is a potentially promising candidate for assessment of EnVs contamination. However, it failed to predict the presence of HAdVs, HRVs, AstVs, and HuNoVs GΙΙ in surface water across the city of Tianjin.
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Affiliation(s)
- Jing Miao
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Xuan Guo
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
- Research Institution of Chemical Defense, Beijing, 102205 China
| | - Weili Liu
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Dong Yang
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Zhiqiang Shen
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Zhigang Qiu
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Xiang Chen
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Kunming Zhang
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Hui Hu
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Jing Yin
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Zhongwei Yang
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Junwen Li
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
| | - Min Jin
- Tianjin Institute of Environmental & Operational Medcine, Key Laboratory of Risk Assessment and Control for Environment & Food Safety, Tianjin, 300050 China
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Ramirez S, Bukh J. Current status and future development of infectious cell-culture models for the major genotypes of hepatitis C virus: Essential tools in testing of antivirals and emerging vaccine strategies. Antiviral Res 2018; 158:264-287. [PMID: 30059723 DOI: 10.1016/j.antiviral.2018.07.014] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 07/17/2018] [Accepted: 07/20/2018] [Indexed: 02/08/2023]
Abstract
In this review, we summarize the relevant scientific advances that led to the development of infectious cell culture systems for hepatitis C virus (HCV) with the corresponding challenges and successes. We also provide an overview of how these systems have contributed to the study of antiviral compounds and their relevance for the development of a much-needed vaccine against this major human pathogen. An efficient infectious system to study HCV in vitro, using human hepatoma derived cells, has only been available since 2005, and was limited to a single isolate, named JFH1, until 2012. Successive developments have been slow and cumbersome, as each available system has been the result of a systematic effort for discovering adaptive mutations conferring culture replication and propagation to patient consensus clones that are inherently non-viable in vitro. High genetic heterogeneity is a paramount characteristic of this virus, and as such, it should preferably be reflected in basic, translational, and clinical studies. The limited number of efficient viral culture systems, in the context of the vast genetic diversity of HCV, continues to represent a major hindrance for the study of this virus, posing a significant barrier towards studies of antivirals (particularly of resistance) and for advancing vaccine development. Intensive research efforts, driven by isolate-specific culture adaptation, have only led to efficient full-length infectious culture systems for a few strains of HCV genotypes 1, 2, 3, and 6. Hence research aimed at identifying novel strategies that will permit universal culture of HCV will be needed to further our understanding of this unique virus causing 400 thousand deaths annually.
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Affiliation(s)
- Santseharay Ramirez
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases, Hvidovre Hospital and Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Jens Bukh
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases, Hvidovre Hospital and Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark.
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Guo X, Zhong JY, Li JW. Hepatitis C Virus Infection and Vaccine Development. J Clin Exp Hepatol 2018; 8:195-204. [PMID: 29892184 PMCID: PMC5992307 DOI: 10.1016/j.jceh.2018.02.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 02/08/2018] [Indexed: 12/12/2022] Open
Abstract
In the twenty-seven years since the discovery of hepatitis C virus (HCV) the majority of individuals exposed to HCV establish a persistent infection, which is a leading cause of chronic liver disease, cirrhosis and hepatocellular carcinoma. In developed nations, the cure rates of HCV infection could be over 90% with direct-acting antiviral (DAA) regimens, which has made the great progress in global eradication. However, the cost of these treatments is so expensive that the patients in developing nations, where the disease burden is the most severe, could not afford it, which highly restricted its access. Additionally, the largely asymptomatic nature of infection facilitates continued transmission in risk groups due to limited surveillance. Consequently a protective vaccine and likely emergence of drug-resistant viral variants call for further studies of HCV biology. In the current review, the development and the progress of preventive and therapeutic vaccines against the HCV have been reviewed in the context of peptide vaccines, recombinant protein vaccines, HCV-like particle, DNA vaccines and viral vectors expressing HCV genes.
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Affiliation(s)
- Xuan Guo
- Research Institute of Chemical Defense, No.1 Huaiyin Road, Beijing 102205, China
- Department of Environment and Health, Tianjin Institute of Health and Environmental Medicine, No.1 Dali Road, Tianjin 300050, China
| | - Jin-Yi Zhong
- Research Institute of Chemical Defense, No.1 Huaiyin Road, Beijing 102205, China
| | - Jun-Wen Li
- Department of Environment and Health, Tianjin Institute of Health and Environmental Medicine, No.1 Dali Road, Tianjin 300050, China
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