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Beckman D, Seelke AMH, Bennett J, Dougherty P, Van Rompay KKA, Keesler R, Pesavento PA, Coffey LLA, Morrison JH, Bliss-Moreau E. Neuroanatomical abnormalities in a nonhuman primate model of congenital Zika virus infection. eLife 2022; 11:e64734. [PMID: 35261339 PMCID: PMC8906804 DOI: 10.7554/elife.64734] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 12/14/2021] [Indexed: 11/18/2022] Open
Abstract
We evaluated neuropathological consequences of fetal ZIKV exposure in rhesus monkeys, a translatable animal model for human neural development, by carrying out quantitative neuroanatomical analyses of the nearly full-term brains of fetuses infected with ZIKV and procedure-matched controls. For each animal, a complete cerebral hemisphere was evaluated using immunohistochemical (IHC) and neuroanatomical techniques to detect virus, identify affected cell types, and evaluate gross neuroanatomical abnormalities. IHC staining revealed the presence of ZIKV in the frontal lobe, which contained activated microglia and showed increased apoptosis of immature neurons. ZIKV-infected animals exhibited macrostructural changes within the visual pathway. Regional differences tracked with the developmental timing of the brain, suggesting inflammatory processes related to viral infiltration swept through the cortex, followed by a wave of cell death resulting in morphological changes. These findings may help explain why some infants born with normal sized heads during the ZIKV epidemic manifest developmental challenges as they age.
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Affiliation(s)
- Danielle Beckman
- California National Primate Research Center, UC DavisDavisUnited States
| | - Adele MH Seelke
- California National Primate Research Center, UC DavisDavisUnited States
- Department of Psychology, UC DavisDavisUnited States
| | - Jeffrey Bennett
- California National Primate Research Center, UC DavisDavisUnited States
- Department of Psychology, UC DavisDavisUnited States
| | - Paige Dougherty
- California National Primate Research Center, UC DavisDavisUnited States
- Department of Psychology, UC DavisDavisUnited States
| | - Koen KA Van Rompay
- California National Primate Research Center, UC DavisDavisUnited States
- Department of Pathology, Microbiology and Immunology, School of Veterinary Medicine, UC DavisDavisUnited States
| | - Rebekah Keesler
- California National Primate Research Center, UC DavisDavisUnited States
| | - Patricia A Pesavento
- Department of Pathology, Microbiology and Immunology, School of Veterinary Medicine, UC DavisDavisUnited States
| | - Lark LA Coffey
- Department of Pathology, Microbiology and Immunology, School of Veterinary Medicine, UC DavisDavisUnited States
| | - John H Morrison
- California National Primate Research Center, UC DavisDavisUnited States
- Department of Neurology, School of Medicine, UC DavisDavisUnited States
| | - Eliza Bliss-Moreau
- California National Primate Research Center, UC DavisDavisUnited States
- Department of Psychology, UC DavisDavisUnited States
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Calle-Tobón A, Holguin-Rocha AF, Moore C, Rippee-Brooks M, Rozo-Lopez P, Harrod J, Fatehi S, Rua-Uribe GL, Park Y, Londoño-Rentería B. Blood Meals With Active and Heat-Inactivated Serum Modifies the Gene Expression and Microbiome of Aedes albopictus. Front Microbiol 2021; 12:724345. [PMID: 34566927 PMCID: PMC8458951 DOI: 10.3389/fmicb.2021.724345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 08/12/2021] [Indexed: 11/13/2022] Open
Abstract
The Asian "tiger mosquito" Aedes albopictus is currently the most widely distributed disease-transmitting mosquito in the world. Its geographical expansion has also allowed the expansion of multiple arboviruses like dengue, Zika, and chikungunya, to higher latitudes. Due to the enormous risk to global public health caused by mosquitoes species vectors of human disease, and the challenges in slowing their expansion, it is necessary to develop new and environmentally friendly vector control strategies. Among these, host-associated microbiome-based strategies have emerged as promising options. In this study, we performed an RNA-seq analysis on dissected abdomens of Ae. albopictus females from Manhattan, KS, United States fed with sugar and human blood containing either normal or heat-inactivated serum, to evaluate the effect of heat inactivation on gene expression, the bacteriome transcripts and the RNA virome of this mosquito species. Our results showed at least 600 genes with modified expression profile when mosquitoes were fed with normal vs. heat-inactivated-containing blood. These genes were mainly involved in immunity, oxidative stress, lipid metabolism, and oogenesis. Also, we observed bacteriome changes with an increase in transcripts of Actinobacteria, Rhodospirillaceae, and Anaplasmataceae at 6 h post-feeding. We also found that feeding with normal blood seems to particularly influence Wolbachia metabolism, demonstrated by a significant increase in transcripts of this bacteria in mosquitoes fed with blood containing normal serum. However, no differences were observed in the virome core of this mosquito population. These results suggest that heat and further inactivation of complement proteins in human serum may have profound effect on mosquito and microbiome metabolism, which could influence interpretation of the pathogen-host interaction findings when using this type of reagents specially when measuring the effect of Wolbachia in vector competence.
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Affiliation(s)
- Arley Calle-Tobón
- Department of Entomology, Kansas State University, Manhattan, KS, United States
- Grupo Entomología Médica, Universidad de Antioquia, Medellín, Colombia
| | | | - Celois Moore
- Department of Entomology, Kansas State University, Manhattan, KS, United States
| | - Meagan Rippee-Brooks
- Department of Biology, Missouri State University, Springfield, MO, United States
| | - Paula Rozo-Lopez
- Department of Entomology, Kansas State University, Manhattan, KS, United States
| | - Jania Harrod
- Department of Entomology, Kansas State University, Manhattan, KS, United States
| | - Soheila Fatehi
- Department of Entomology, Kansas State University, Manhattan, KS, United States
| | | | - Yoonseong Park
- Department of Entomology, Kansas State University, Manhattan, KS, United States
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Kellemen M, Ye J, Moreno-Madriñan MJ. Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:1831. [PMID: 33668584 PMCID: PMC7918893 DOI: 10.3390/ijerph18041831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 01/24/2021] [Accepted: 01/26/2021] [Indexed: 11/16/2022]
Abstract
Colombia experienced an outbreak of Zika virus infection during September 2015 until July 2016. This study aimed to identify the socioeconomic factors that at the municipality level correlate with this outbreak and therefore could have influenced its incidence. An analysis of publicly available, municipality-aggregated data related to eight potential explanatory socioeconomic variables was conducted. These variables are school dropout, low energy strata, social security system, savings capacity, tax, resources, investment, and debt. The response variable of interest in this study is the number of reported cases of Zika virus infection per people (projected) per square kilometer. Binomial regression models were performed. Results show that the best predictor variables of Zika virus occurrence, assuming an expected inverse relationship with socioeconomic status, are "school", "energy", and "savings". Contrary to expectations, proxies of socioeconomic status such as "investment", "tax", and "resources" were associated with an increase in the occurrence of Zika virus infection, while no association was detected for "social security" and "debt". Energy stratification, school dropout rate, and the percentage of the municipality's income that is saved conformed to the hypothesized inverse relationship between socioeconomic standing and Zika occurrence. As such, this study suggests these factors should be considered in Zika risk modeling.
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Affiliation(s)
- Marie Kellemen
- Department of Global Health, Indiana University, Indianapolis, IN 46202, USA;
| | - Jun Ye
- Department of Statistics, University of Akron, Akron, OH 44325, USA;
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Ogashawara I, Li L, Moreno‐Madriñán MJ. Spatial-Temporal Assessment of Environmental Factors Related to Dengue Outbreaks in São Paulo, Brazil. GEOHEALTH 2019; 3:202-217. [PMID: 32159042 PMCID: PMC7007072 DOI: 10.1029/2019gh000186] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 06/19/2019] [Accepted: 07/09/2019] [Indexed: 05/06/2023]
Abstract
Dengue fever, a disease caused by a vector-borne flavivirus, is endemic to tropical countries, but its occurrence has been reported worldwide. This study aimed to understand important factors contributing to the spatial and temporal patterns of dengue occurrence in São Paulo, the largest municipality of Brazil. The temporal assessment of dengue occurrence covered the 2011-2016 time period and was based on climatological data, such as the El Niño indices and time series statistical tools such as the continuous wavelet transformation. The spatial assessment used Landsat 8 data for years 2014-2016 to estimate land surface temperature and normalized indices for vegetation, urban areas, and leaf water. Results from a cross correlation for the temporal analysis found a relationship between the sea surface temperature anomalies index and the number of reported dengue cases in São Paulo (r = 0.5) with a lag of +29 (weeks) between the climatic event and the response on the dengue incidence. This relationship, initially nonlinear, became linear after correcting for the lag period. For the spatial assessment, the linear stepwise regression model detected a low relationship between dengue incidence and minimum surface temperature (r = 0.357) and no relationship with other environmental parameters. The poor relationship might be due to confounding effects of socioeconomic factors as these seem to influence the spatial dynamics of dengue incidence. More testing is needed to validate these methods in other locations. Nevertheless, we presented possible tools to be used for the improvement of dengue control programs.
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Affiliation(s)
- I. Ogashawara
- Department of Earth SciencesIndiana University‐Purdue University at IndianapolisIndianapolisINUSA
| | - L. Li
- Department of Earth SciencesIndiana University‐Purdue University at IndianapolisIndianapolisINUSA
| | - M. J. Moreno‐Madriñán
- Department of Environmental Health, Fairbanks School of Public HealthIndiana University‐Purdue University at IndianapolisIndianapolisINUSA
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Moreno-Madriñán MJ, Turell M. History of Mosquitoborne Diseases in the United States and Implications for New Pathogens. Emerg Infect Dis 2019; 24:821-826. [PMID: 29664379 PMCID: PMC5938790 DOI: 10.3201/eid2405.171609] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The introduction and spread of West Nile virus and the recent introduction of chikungunya and Zika viruses into the Americas have raised concern about the potential for various tropical pathogens to become established in North America. A historical analysis of yellow fever and malaria incidences in the United States suggests that it is not merely a temperate climate that keeps these pathogens from becoming established. Instead, socioeconomic changes are the most likely explanation for why these pathogens essentially disappeared from the United States yet remain a problem in tropical areas. In contrast to these anthroponotic pathogens that require humans in their transmission cycle, zoonotic pathogens are only slightly affected by socioeconomic factors, which is why West Nile virus became established in North America. In light of increasing globalization, we need to be concerned about the introduction of pathogens such as Rift Valley fever, Japanese encephalitis, and Venezuelan equine encephalitis viruses.
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Knecht H, Richards SL, Balanay JAG, White AV. Impact of Mosquito Age and Insecticide Exposure on Susceptibility of Aedes albopictus (Diptera: Culicidae) to Infection with Zika Virus. Pathogens 2018; 7:pathogens7030067. [PMID: 30103526 PMCID: PMC6161293 DOI: 10.3390/pathogens7030067] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 08/02/2018] [Accepted: 08/09/2018] [Indexed: 11/16/2022] Open
Abstract
Zika virus (ZIKV) is primarily transmitted to humans by Aedes aegypti and Ae. albopictus. Vector⁻virus interactions influencing vector competence vary and depend on biological and environmental factors. A mosquito's chronological age may impact its immune response against virus infection. Insecticides, source reduction, and/or public education are currently the best defense against mosquitoes that transmit ZIKV. This study assessed the effects of a mosquito's chronological age at time of infection on its response to ZIKV infection. We exposed young (6⁻7 d post-emergence) and old (11⁻12 d post-emergence) Ae. albopictus to a sublethal dose of bifenthrin prior to oral exposure to blood meals containing ZIKV (7-day incubation period). Old mosquitoes experienced a significantly (p < 0.01) higher rate of mortality than young mosquitoes. Significantly higher ZIKV body titers (p < 0.01) were observed in the old control group compared to the young control group. Significantly higher (p < 0.01) ZIKV dissemination rates and leg titers (p < 0.01) were observed in old bifenthrin-exposed mosquitoes compared to old control mosquitoes or young bifenthrin-exposed or control mosquitoes. Hence, bifenthrin exposure may increase the potential for virus transmission; however, the degree of these impacts varies with mosquito age. Impacts of insecticides should be considered in risk assessments of potential vector populations.
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Affiliation(s)
- Heidi Knecht
- Environmental Health Sciences Program, Department of Health Education and Promotion, College of Health and Human Performance, East Carolina University, Greenville, NC 27858, USA (H.K.).
| | - Stephanie L Richards
- Environmental Health Sciences Program, Department of Health Education and Promotion, College of Health and Human Performance, East Carolina University, Greenville, NC 27858, USA (H.K.).
| | - Jo Anne G Balanay
- Environmental Health Sciences Program, Department of Health Education and Promotion, College of Health and Human Performance, East Carolina University, Greenville, NC 27858, USA (H.K.).
| | - Avian V White
- Environmental Health Sciences Program, Department of Health Education and Promotion, College of Health and Human Performance, East Carolina University, Greenville, NC 27858, USA (H.K.).
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Host outdoor exposure variability affects the transmission and spread of Zika virus: Insights for epidemic control. PLoS Negl Trop Dis 2017; 11:e0005851. [PMID: 28910292 PMCID: PMC5598931 DOI: 10.1371/journal.pntd.0005851] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2017] [Accepted: 08/04/2017] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Zika virus transmission dynamics in urban environments follow a complex spatiotemporal pattern that appears unpredictable and barely related to high mosquito density areas. In this context, human activity patterns likely have a major role in Zika transmission dynamics. This paper examines the effect of host variability in the amount of time spent outdoors on Zika epidemiology in an urban environment. METHODOLOGY/PRINCIPAL FINDINGS First, we performed a survey on time spent outdoors by residents of Miami-Dade County, Florida. Second, we analyzed both the survey and previously published national data on outdoors time in the U.S. to provide estimates of the distribution of the time spent outdoors. Third, we performed a computational modeling evaluation of Zika transmission dynamics, based on the time spent outdoors by each person. Our analysis reveals a strong heterogeneity of the host population in terms of time spent outdoors-data are well captured by skewed gamma distributions. Our model-based evaluation shows that in a heterogeneous population, Zika would cause a lower number of infections than in a more homogenous host population (up to 4-fold differences), but, at the same time, the epidemic would spread much faster. We estimated that in highly heterogeneous host populations the timing of the implementation of vector control measures is the major factor for limiting the number of Zika infections. CONCLUSIONS/SIGNIFICANCE Our findings highlight the need of considering host variability in exposure time for managing mosquito-borne infections and call for the revision of the triggers for vector control strategies, which should integrate mosquito density data and human outdoor activity patterns in specific areas.
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Little E, Bajwa W, Shaman J. Local environmental and meteorological conditions influencing the invasive mosquito Ae. albopictus and arbovirus transmission risk in New York City. PLoS Negl Trop Dis 2017; 11:e0005828. [PMID: 28832586 PMCID: PMC5584979 DOI: 10.1371/journal.pntd.0005828] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 09/05/2017] [Accepted: 07/24/2017] [Indexed: 01/03/2023] Open
Abstract
Ae. albopictus, an invasive mosquito vector now endemic to much of the northeastern US, is a significant public health threat both as a nuisance biter and vector of disease (e.g. chikungunya virus). Here, we aim to quantify the relationships between local environmental and meteorological conditions and the abundance of Ae. albopictus mosquitoes in New York City. Using statistical modeling, we create a fine-scale spatially explicit risk map of Ae. albopictus abundance and validate the accuracy of spatiotemporal model predictions using observational data from 2016. We find that the spatial variability of annual Ae. albopictus abundance is greater than its temporal variability in New York City but that both local environmental and meteorological conditions are associated with Ae. albopictus numbers. Specifically, key land use characteristics, including open spaces, residential areas, and vacant lots, and spring and early summer meteorological conditions are associated with annual Ae. albopictus abundance. In addition, we investigate the distribution of imported chikungunya cases during 2014 and use these data to delineate areas with the highest rates of arboviral importation. We show that the spatial distribution of imported arboviral cases has been mostly discordant with mosquito production and thus, to date, has provided a check on local arboviral transmission in New York City. We do, however, find concordant areas where high Ae. albopictus abundance and chikungunya importation co-occur. Public health and vector control officials should prioritize control efforts to these areas and thus more cost effectively reduce the risk of local arboviral transmission. The methods applied here can be used to monitor and identify areas of risk for other imported vector-borne diseases.
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Affiliation(s)
- Eliza Little
- Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, United States of America
| | - Waheed Bajwa
- Office of Vector Surveillance and Control, New York City Department of Health and Mental Hygiene, New York, New York, United States of America
| | - Jeffrey Shaman
- Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, United States of America
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Niche Modeling of Dengue Fever Using Remotely Sensed Environmental Factors and Boosted Regression Trees. REMOTE SENSING 2017. [DOI: 10.3390/rs9040328] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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Evans MV, Dallas TA, Han BA, Murdock CC, Drake JM. Data-driven identification of potential Zika virus vectors. eLife 2017; 6:e22053. [PMID: 28244371 PMCID: PMC5342824 DOI: 10.7554/elife.22053] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 02/13/2017] [Indexed: 11/13/2022] Open
Abstract
Zika is an emerging virus whose rapid spread is of great public health concern. Knowledge about transmission remains incomplete, especially concerning potential transmission in geographic areas in which it has not yet been introduced. To identify unknown vectors of Zika, we developed a data-driven model linking vector species and the Zika virus via vector-virus trait combinations that confer a propensity toward associations in an ecological network connecting flaviviruses and their mosquito vectors. Our model predicts that thirty-five species may be able to transmit the virus, seven of which are found in the continental United States, including Culex quinquefasciatus and Cx. pipiens. We suggest that empirical studies prioritize these species to confirm predictions of vector competence, enabling the correct identification of populations at risk for transmission within the United States.
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Affiliation(s)
- Michelle V Evans
- Odum School of Ecology, University of Georgia, Athens, United States
- Center for the Ecology of Infectious Diseases, University of Georgia, Athens, United States
| | - Tad A Dallas
- Odum School of Ecology, University of Georgia, Athens, United States
- Department of Environmental Science and Policy, University of California-Davis, Davis, United States
| | - Barbara A Han
- Cary Institute of Ecosystem Studies, Millbrook, United States
| | - Courtney C Murdock
- Odum School of Ecology, University of Georgia, Athens, United States
- Center for the Ecology of Infectious Diseases, University of Georgia, Athens, United States
- Department of Infectious Disease, University of Georgia, Athens, United States
- Center for Tropical Emerging Global Diseases, University of Georgia, Athens, United States
- Center for Vaccines and Immunology, University of Georgia, Athens, United States
- River Basin Center, University of Georgia, Athens, United States
| | - John M Drake
- Odum School of Ecology, University of Georgia, Athens, United States
- Center for the Ecology of Infectious Diseases, University of Georgia, Athens, United States
- River Basin Center, University of Georgia, Athens, United States
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