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Davis E, Velez J, Hamik J, Fitzpatrick K, Haley J, Eschliman J, Panella A, Staples JE, Lambert A, Donahue M, Brault AC, Hughes HR. Evidence of Lineage 1 and 3 West Nile Virus in Person with Neuroinvasive Disease, Nebraska, USA, 2023. Emerg Infect Dis 2024; 30:2090-2098. [PMID: 39320165 PMCID: PMC11431902 DOI: 10.3201/eid3010.240595] [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] [Indexed: 09/26/2024] Open
Abstract
West Nile virus (WNV) is the most common cause of human arboviral disease in the contiguous United States, where only lineage 1 (L1) WNV had been found. In 2023, an immunocompetent patient was hospitalized in Nebraska with West Nile neuroinvasive disease and multisystem organ failure. Testing at the Centers for Disease Control and Prevention indicated an unusually high viral load and acute antibody response. Upon sequencing of serum and cerebrospinal fluid, we detected lineage 3 (L3) and L1 WNV genomes. L3 WNV had previously only been found in Central Europe in mosquitoes. The identification of L3 WNV in the United States and the observed clinical and laboratory features raise questions about the potential effect of L3 WNV on the transmission dynamics and pathogenicity of WNV infections. Determining the distribution and prevalence of L3 WNV in the United States and any public health and clinical implications is critical.
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Griffon AF, Rault L, Simon-Lorière E, Dupont-Rouzeyrol M, Inizan C. Development of a competition assay to assess the in vitro fitness of dengue virus serotypes using an optimized serotype-specific qRT-PCR. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.10.611934. [PMID: 39314409 PMCID: PMC11419098 DOI: 10.1101/2024.09.10.611934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Background Comparing the in vitro fitness of dengue virus (DENV) isolates is a pivotal approach to assess the contribution of DENV strains' replicative fitness to epidemiological contexts, including serotype replacements. Competition assays are the gold standard to compare the in vitro replicative fitness of viral strains. Implementing competition assays between DENV serotypes requires an experimental setup and an appropriate read-out to quantify the viral progeny of strains belonging to different serotypes. Results In the current study, we optimized an existing serotyping qRT-PCR by adapting primer/probe design and multiplexing the serotype-specific qRT-PCR reactions, allowing to accurately detect and quantify all four DENV serotypes. The qRT-PCR was specific, had a limit of detection of at least 5.08×101, 5.16×101, 7.14×101 and 1.36 ×101 genome copies/μL, an efficiency of 1.993, 1.975, 1.902, 1.898 and a linearity (R2) of 0.99975, 0.99975, 0.9985, 0.99965 for DENV-1, -2, -3 and -4 respectively. Challenge of this multiplex serotype-specific qRT-PCR on mixes of viral supernatants containing known concentrations of strains from two serotypes evidenced an accurate quantification of the amount of genome copies of each serotype. We next developed an in vitro assay to compare the replicative fitness of two DENV serotypes in the human hepatic cell line HuH7: quantification of the viral progeny of each serotype in the inoculum and the supernatant using the serotype-specific multiplex qRT-PCR unveiled an enrichment of the supernatant in DENV-1 genome copies, uncovering the enhanced replicative fitness of this DENV-1 isolate. Conclusions This optimized qRT-PCR combined to a relevant cellular model allowed to accurately quantify the viral progeny of two DENV strains belonging to two different serotypes in a competition assay, allowing to determine which strain had a replicative advantage. This reliable experimental setup is adaptable to the comparative study of the replicative fitness of any DENV serotypes.
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Affiliation(s)
- Anne-Fleur Griffon
- Dengue and Arboviroses - Research and Expertise Unit - Institut Pasteur in New Caledonia - Pasteur Network, Dumbéa-sur-Mer, New Caledonia
| | - Loeïza Rault
- Dengue and Arboviroses - Research and Expertise Unit - Institut Pasteur in New Caledonia - Pasteur Network, Dumbéa-sur-Mer, New Caledonia
| | - Etienne Simon-Lorière
- Evolutionary genomics of RNA viruses, Institut Pasteur, Université Paris Cité, Paris, France
| | - Myrielle Dupont-Rouzeyrol
- Dengue and Arboviroses - Research and Expertise Unit - Institut Pasteur in New Caledonia - Pasteur Network, Dumbéa-sur-Mer, New Caledonia
| | - Catherine Inizan
- Dengue and Arboviroses - Research and Expertise Unit - Institut Pasteur in New Caledonia - Pasteur Network, Dumbéa-sur-Mer, New Caledonia
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Zeba A, Rajalingam A, Sekar K, Ganjiwale A. Machine learning-based gene expression biomarkers to distinguish Zika and Dengue virus infections: implications for diagnosis. Virusdisease 2024; 35:446-461. [PMID: 39464736 PMCID: PMC11502647 DOI: 10.1007/s13337-024-00885-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 07/19/2024] [Indexed: 10/29/2024] Open
Abstract
Zika virus (ZIKV) and Dengue virus (DENV) infections cause severe disease in humans and are significant socio-economic burden worldwide. These flavivirus infections are difficult to diagnose serologically due to antigenic overlap. The phylogenetic analysis shows that ZIKV clusters with DENVs at a higher node of the phylogenetic tree with significant genomic and structural similarity. Our study aims to identify gene biomarkers for the classification of Dengue and Zika viral infections using machine learning algorithms and bioinformatics analysis. The gene expression count matrix for single-cell RNA sequencing dataset GSE110496 was analyzed using binary classifiers, namely Logistic regression, Support Vector Machines, Random Forest, and Decision trees. The GSE110496 dataset represents a unique study of the transcriptional and translational dynamics of DENV and ZIKV infections at 4-, 12-, 24-, and 48-h time points for human hepatoma (Huh7) cells. Out of which 24-h time point has been analyzed in this study, at the optimal threshold of viral molecules. Feature selection was performed using two different approaches Random Forest Classifier (RFC) for gene ranking and Recursive Feature Elimination (RFE). Out of which RFE, showed more accuracy and precision. The classification accuracy of 89.4% and the precision of 90% were obtained using selected 10 gene features. SCY1 Like Pseudokinase 3 (SCYL3), Chromosome 1 Open Reading Frame 112 (C1orf112), Complement factor H (CFH), Heme-binding protein 1 (HEBP1), Cadherin 1 (CDH1), Nibrin (NBN), Histone deacetylase 5 (HDAC5), nuclear receptor subfamily 0, group B, member 2 (NR0B2), Annexin A9 (ANXA9) and Alcohol dehydrogenase 6 (ADH6) are the proposed gene biomarkers in this study. The functional analysis of the reported biomarkers was performed using KEGG and GO with the WEB-based Gene SeT AnaLysis Toolkit (WebGestalt). The relationship of the selected biomarkers with DENV and ZIKV infections analyzed using a gene-gene interaction network showed important interactions for viral entry, replication, translation, and metabolic pathways. These biomarkers are potential diagnostic markers for DENV and ZIKV infections based on machine learning analysis and need further experimental validation. Graphical abstract Supplementary Information The online version contains supplementary material available at 10.1007/s13337-024-00885-8.
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Affiliation(s)
- Ayesha Zeba
- Department of Life Science, Bangalore University, Bangalore, Karnataka 560056 India
| | - Aruna Rajalingam
- Department of Life Science, Bangalore University, Bangalore, Karnataka 560056 India
| | - Kanagaraj Sekar
- Laboratory for Structural Biology and Bio-Computing, Department of Computational and Data Sciences, Indian Institute of Science, Bangalore, Karnataka 560012 India
| | - Anjali Ganjiwale
- Department of Life Science, Bangalore University, Bangalore, Karnataka 560056 India
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McConnel G, Lawson J, Cañas-Carrell JE, Brelsfoard CL. The effects of nano- and microplastic ingestion on the survivorship and reproduction of Aedes aegypti and Aedes albopictus (Diptera: Culicidae). ENVIRONMENTAL ENTOMOLOGY 2024; 53:594-603. [PMID: 38728422 DOI: 10.1093/ee/nvae038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 03/29/2024] [Accepted: 04/16/2024] [Indexed: 05/12/2024]
Abstract
Microplastics (MPs) and nanoplastics (NPs) are pervasive environmental pollutants that are commonly ingested by organisms at different trophic levels. While the effects of MPs on aquatic organisms have been extensively studied, the impacts of MP ingestion on the host fitness of terrestrial organisms, mainly insects, have been relatively unexplored. This study investigates the effects of MP and NP ingestion on the survivorship and reproduction of 2 medically important mosquito species, Aedes aegypti Linnaeus (Diptera: Culicidae) and Aedes albopictus Skuse (Diptera: Culicidae). Larval and pupal survivorship of Ae. albopictus were not significantly affected by particle size or concentration, but there was a reduction of Ae. aegypti pupal survivorship associated with the ingestion of 0.03 µm NPs. In addition, there was little observed impact of 0.03 µm NP and 1.0 µm MP ingestion on adult survivorship, fecundity, and longevity. To further investigate the effects of MP ingestion on mosquito fitness, we also examined the effects of MPs of varying shape, size, and plastic polymer type on Ae. aegypti immature and adult survivorship. The data suggest that the polymer type and shape did not impact Ae. aegypti immature or adult survivorship. These findings highlight that understanding the effects of microplastic ingestion by mosquitoes may be complicated by the size, composition, and amount ingested.
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Affiliation(s)
- Gabriella McConnel
- Department of Environmental Toxicology, Texas Tech University, 1207 S. Gilbert Drive, Lubbock, TX 79416, USA
| | - Jordann Lawson
- Department of Biological Sciences, Texas Tech University, 2901 Main Street, Lubbock, TX 79409, USA
| | - Jaclyn E Cañas-Carrell
- Department of Environmental Toxicology, Texas Tech University, 1207 S. Gilbert Drive, Lubbock, TX 79416, USA
| | - Corey L Brelsfoard
- Department of Biological Sciences, Texas Tech University, 2901 Main Street, Lubbock, TX 79409, USA
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Torres PMA, Roque DGLDL, Policastro LR, Chagas LBMO, Giomo DB, Gentil DCD, Fonseca V, Elias MC, Sampaio SC, Giovanetti M, Fonseca BAL, Calado RT, Alcantara LC, Covas DT, Santos FLS, Kashima S, Passos LMR. Simultaneous Dengue and Chikungunya Coinfection in Endemic Area in Brazil: Clinical Presentation and Implications for Public Health. RESEARCH SQUARE 2024:rs.3.rs-4277561. [PMID: 38746160 PMCID: PMC11092844 DOI: 10.21203/rs.3.rs-4277561/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Background Dengue virus (DENV) and Chikungunya virus (CHIKV) pose significant public health threats in Brazil, where favorable conditions facilitated the proliferation of Aedes mosquitoes. Since the mid-1980s, Brazil has experienced annual outbreaks of DENV, with recent increases in confirmed cases. In addition, CHIKV, which was first reported in 2014, has spread across the country. The concurrent presence of these viruses has triggered public health alerts in endemic regions, underscoring the complexity of managing vector-borne diseases. Case Presentation This report details a case of simultaneous DENV and CHIKV infections. A 77-year-old female patient who has diabetes and arrhythmia exhibited symptoms including fever, myalgia, and severe arthralgia. Laboratory tests confirmed the coinfection through RNA detection. The patient received supportive care, showed gradual improvement, and was eventually discharged. Conclusions Coinfection with DENV and CHIKV cases reported here developed with mild outcomes. However, one of the patients did not recover from the arthralgia after presenting diagnostic challenges, which underscores the need for accurate differentiation to manage symptoms effectively. The reported cases, amidst increasing DENV outbreaks, highlight the urgency for preparedness in the healthcare system. The Ribeirão Preto region's endemicity for DENV, coupled with the rising incidence of CHIKV, emphasizes the evolving landscape of arbovirus transmission. Studies on Aedes mosquitoes suggest potential implications for human infection dynamics, warranting further investigation into arbovirus transmission efficacy and coinfection dynamics.
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Affiliation(s)
| | | | | | | | | | | | - Vagner Fonseca
- Pan American Health Organization (PAHO)/World Health Organization (WHO)
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Peng J, Zhang M, Wang G, Zhang D, Zheng X, Li Y. Biased virus transmission following sequential coinfection of Aedes aegypti with dengue and Zika viruses. PLoS Negl Trop Dis 2024; 18:e0012053. [PMID: 38557981 PMCID: PMC10984552 DOI: 10.1371/journal.pntd.0012053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 03/07/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Mosquito-borne arboviruses are expanding their territory and elevating their infection prevalence due to the rapid climate change, urbanization, and increased international travel and global trade. Various significant arboviruses, including the dengue virus, Zika virus, Chikungunya virus, and yellow fever virus, are all reliant on the same primary vector, Aedes aegypti. Consequently, the occurrence of arbovirus coinfection in mosquitoes is anticipated. Arbovirus coinfection in mosquitoes has two patterns: simultaneous and sequential. Numerous studies have demonstrated that simultaneous coinfection of arboviruses in mosquitoes is unlikely to exert mutual developmental influence on these viruses. However, the viruses' interplay within a mosquito after the sequential coinfection seems intricated and not well understood. METHODOLOGY/PRINCIPAL FINDINGS We conducted experiments aimed at examining the phenomenon of arbovirus sequential coinfection in both mosquito cell line (C6/36) and A. aegypti, specifically focusing on dengue virus (DENV, serotype 2) and Zika virus (ZIKV). We firstly observed that DENV and ZIKV can sequentially infect mosquito C6/36 cell line, but the replication level of the subsequently infected ZIKV was significantly suppressed. Similarly, A. aegypti mosquitoes can be sequentially coinfected by these two arboviruses, regardless of the order of virus exposure. However, the replication, dissemination, and the transmission potential of the secondary virus were significantly inhibited. We preliminarily explored the underlying mechanisms, revealing that arbovirus-infected mosquitoes exhibited activated innate immunity, disrupted lipid metabolism, and enhanced RNAi pathway, leading to reduced susceptibility to the secondary arbovirus infections. CONCLUSIONS/SIGNIFICANCE Our findings suggest that, in contrast to simultaneous arbovirus coinfection in mosquitoes that can promote the transmission and co-circulation of these viruses, sequential coinfection appears to have limited influence on arbovirus transmission dynamics. However, it is important to note that more experimental investigations are needed to refine and expand upon this conclusion.
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Affiliation(s)
- Jiameng Peng
- Department of Pathogen Biology, School of Medicine, Jinan University, Guangzhou, Guangdong, China
- Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, Guangzhou, Guangdong, China
| | - Meichun Zhang
- Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, Guangzhou, Guangdong, China
| | - Gang Wang
- Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, Guangzhou, Guangdong, China
| | - Dongjing Zhang
- Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, Guangzhou, Guangdong, China
| | - Xiaoying Zheng
- Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, Guangzhou, Guangdong, China
| | - Yongjun Li
- Department of Pathogen Biology, School of Medicine, Jinan University, Guangzhou, Guangdong, China
- Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, Guangzhou, Guangdong, China
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Belluccini G, Lin Q, Williams B, Lou Y, Vatansever Z, López-García M, Lythe G, Leitner T, Romero-Severson E, Molina-París C. A story of viral co-infection, co-transmission and co-feeding in ticks: how to compute an invasion reproduction number. ARXIV 2024:arXiv:2403.15282v1. [PMID: 38562445 PMCID: PMC10983997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
With a single circulating vector-borne virus, the basic reproduction number incorporates contributions from tick-to-tick (co-feeding), tick-to-host and host-to-tick transmission routes. With two different circulating vector-borne viral strains, resident and invasive, and under the assumption that co-feeding is the only transmission route in a tick population, the invasion reproduction number depends on whether the model system of ordinary differential equations possesses the property of neutrality. We show that a simple model, with two populations of ticks infected with one strain, resident or invasive, and one population of co-infected ticks, does not have Alizon's neutrality property. We present model alternatives that are capable of representing the invasion potential of a novel strain by including populations of ticks dually infected with the same strain. The invasion reproduction number is analysed with the next-generation method and via numerical simulations.
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Affiliation(s)
- Giulia Belluccini
- T-6, Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, 87545, NM, USA
- School of Mathematics, University of Leeds, Leeds, LS2 9JT, UK
| | - Qianying Lin
- T-6, Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, 87545, NM, USA
| | | | - Yijun Lou
- Department of Applied Mathematics, Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Zati Vatansever
- Department of Parasitology, Faculty of Veterinary Medicine, Kafkas University, Kars, Turkey
| | | | - Grant Lythe
- School of Mathematics, University of Leeds, Leeds, LS2 9JT, UK
| | - Thomas Leitner
- T-6, Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, 87545, NM, USA
| | - Ethan Romero-Severson
- T-6, Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, 87545, NM, USA
| | - Carmen Molina-París
- T-6, Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, 87545, NM, USA
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Mantilla-Granados JS, Castellanos JE, Velandia-Romero ML. A tangled threesome: understanding arbovirus infection in Aedes spp. and the effect of the mosquito microbiota. Front Microbiol 2024; 14:1287519. [PMID: 38235434 PMCID: PMC10792067 DOI: 10.3389/fmicb.2023.1287519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 12/05/2023] [Indexed: 01/19/2024] Open
Abstract
Arboviral infections transmitted by Aedes spp. mosquitoes are a major threat to human health, particularly in tropical regions but are expanding to temperate regions. The ability of Aedes aegypti and Aedes albopictus to transmit multiple arboviruses involves a complex relationship between mosquitoes and the virus, with recent discoveries shedding light on it. Furthermore, this relationship is not solely between mosquitoes and arboviruses, but also involves the mosquito microbiome. Here, we aimed to construct a comprehensive review of the latest information about the arbovirus infection process in A. aegypti and A. albopictus, the source of mosquito microbiota, and its interaction with the arbovirus infection process, in terms of its implications for vectorial competence. First, we summarized studies showing a new mechanism for arbovirus infection at the cellular level, recently described innate immunological pathways, and the mechanism of adaptive response in mosquitoes. Second, we addressed the general sources of the Aedes mosquito microbiota (bacteria, fungi, and viruses) during their life cycle, and the geographical reports of the most common microbiota in adults mosquitoes. How the microbiota interacts directly or indirectly with arbovirus transmission, thereby modifying vectorial competence. We highlight the complexity of this tripartite relationship, influenced by intrinsic and extrinsic conditions at different geographical scales, with many gaps to fill and promising directions for developing strategies to control arbovirus transmission and to gain a better understanding of vectorial competence. The interactions between mosquitoes, arboviruses and their associated microbiota are yet to be investigated in depth.
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Affiliation(s)
- Juan S. Mantilla-Granados
- Saneamiento Ecológico, Salud y Medio Ambiente, Universidad El Bosque, Vicerrectoría de Investigaciones, Bogotá, Colombia
| | - Jaime E. Castellanos
- Grupo de Virología, Universidad El Bosque, Vicerrectoría de Investigaciones, Bogotá, Colombia
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