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Bayles BR, George MF, Christofferson RC. Long-term trends and spatial patterns of West Nile Virus emergence in California, 2004-2021. Zoonoses Public Health 2024; 71:258-266. [PMID: 38110854 DOI: 10.1111/zph.13106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/07/2023] [Accepted: 12/09/2023] [Indexed: 12/20/2023]
Abstract
AIMS West Nile Virus (WNV) has remained a persistent source of vector-borne disease risk in California since first being identified in the state in 2003. The geographic distribution of WNV activity is relatively widespread, but varies considerably across different regions within the state. Spatial variation in human WNV infection depends upon social-ecological factors that influence mosquito populations and virus transmission dynamics. Measuring changes in spatial patterns over time is necessary for uncovering the underlying regional drivers of disease risk. METHODS AND RESULTS In this study, we utilized statewide surveillance data to quantify temporal changes and spatial patterns of WNV activity in California. We obtained annual WNV mosquito surveillance data from 2004 through 2021 from the California Arbovirus Surveillance Program. Geographic coordinates for mosquito pools were analysed using a suite of spatial statistics to identify and classify patterns in WNV activity over time. CONCLUSIONS We detected clear patterns of non-random WNV risk during the study period, including emerging hot spots in the Central Valley and non-random periods of oscillating WNV risk in Southern and Northern California subregions. Our findings offer new insights into 18 years of spatio-temporal variation in WNV activity across California, which may be used for targeted surveillance efforts and public health interventions.
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Affiliation(s)
- Brett R Bayles
- Department of Global Public Health, Dominican University of California, San Rafael, California, USA
- Department of Natural Sciences and Mathematics, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Michaela F George
- Department of Global Public Health, Dominican University of California, San Rafael, California, USA
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2
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Bayles BR, Thomas SM, Simmons GS, Daugherty MP. Quantifying Spillover of an Urban Invasive Vector of Plant Disease: Asian Citrus Psyllid ( Diaphorina citri) in California Citrus. Front Insect Sci 2022; 2:783285. [PMID: 38468763 PMCID: PMC10926442 DOI: 10.3389/finsc.2022.783285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Accepted: 01/12/2022] [Indexed: 03/13/2024]
Abstract
Urban environments frequently play an important role in the initial stages of biological invasions, often serving as gateways for non-native species, which may propagate to nearby natural and agricultural ecosystems in the event of spillover. In California, citrus trees are a dominant ornamental and food plant in urban and peri-urban environments. We studied the invasion dynamics of the Asian citrus psyllid (Diaphorina citri), which became widespread in urban areas of southern California starting in 2008, to understand the factors driving its more recent invasion in commercial citrus groves. Using a multi-year monitoring database, we applied a suite of models to evaluate the rate at which groves accrued their first D. citri detection and the cumulative number of detections thereafter. Grove characteristics and landscape context proved to be important, with generally higher invasion rates and more cumulative detections in groves that were larger, had more edge, or had more perforated shapes, with greater urbanization intensity favoring more rapid invasion, but with inconsistent effects of distance to roads among models. Notably, distance to urban or other grove occurrences proved to be among the most important variables. During the early phase of D. citri invasion in the region, groves closer to urban occurrences were invaded more rapidly, whereas more recently, invasion rate depended primarily on proximity to grove occurrences. Yet, proximity to urban and grove occurrences contributed positively to cumulative D. citri detections, suggesting a continued influx from both sources. These results suggest that inherent features of agroecosystems and spatial coupling with urban ecosystems can be important, temporally dynamic, drivers of biological invasions. Further consideration of these issues may guide the development of strategic responses to D. citri's ongoing invasion.
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Affiliation(s)
- Brett R. Bayles
- Department of Global Public Health, Dominican University of California, San Rafael, CA, United States
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA, United States
| | - Shyam M. Thomas
- Department of Fisheries, Wildlife and Conservation Biology, University of Minnesota, St. Paul, MN, United States
| | - Gregory S. Simmons
- United States Department of Agriculture, Animal and Plant Health Inspection Service, Salinas, CA, United States
| | - Matthew P. Daugherty
- Department of Entomology, University of California, Riverside, Riverside, CA, United States
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Tumwebaze PK, Katairo T, Okitwi M, Byaruhanga O, Orena S, Asua V, Duvalsaint M, Legac J, Chelebieva S, Ceja FG, Rasmussen SA, Conrad MD, Nsobya SL, Aydemir O, Bailey JA, Bayles BR, Rosenthal PJ, Cooper RA. Drug susceptibility of Plasmodium falciparum in eastern Uganda: a longitudinal phenotypic and genotypic study. Lancet Microbe 2021; 2:e441-e449. [PMID: 34553183 PMCID: PMC8454895 DOI: 10.1016/s2666-5247(21)00085-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background Treatment and control of malaria depends on artemisinin-based combination therapies (ACTs) and is challenged by drug resistance, but thus far resistance to artemisinins and partner drugs has primarily occurred in southeast Asia. The aim of this study was to characterise antimalarial drug susceptibility of Plasmodium falciparum isolates from Tororo and Busia districts in Uganda. Methods In this prospective longitudinal study, P falciparum isolates were collected from patients aged 6 months or older presenting at the Tororo District Hospital (Tororo district, a site with relatively low malaria incidence) or Masafu General Hospital (Busia district, a high-incidence site) in eastern Uganda with clinical symptoms of malaria, a positive Giemsa-stained blood film for P falciparum, and no signs of severe disease. Ex-vivo susceptibilities to ten antimalarial drugs were measured using a 72-h microplate growth inhibition assay with SYBR Green detection. Relevant P falciparum genetic polymorphisms were characterised by molecular methods. We compared results with those from earlier studies in this region and searched for associations between drug susceptibility and parasite genotypes. Findings From June 10, 2016, to July 29, 2019, 361 P falciparum isolates were collected in the Busia district and 79 in the Tororo district from 440 participants. Of 440 total isolates, 392 (89%) successfully grew in culture and showed excellent drug susceptibility for chloroquine (median half-maximal inhibitory concentration [IC50] 20·0 nM [IQR 12·0-26·0]), monodesethylamodiaquine (7·1 nM [4·3-8·9]), pyronaridine (1·1 nM [0·7-2·3]), piperaquine (5·6 nM [3·3-8·6]), ferroquine (1·8 nM [1·5-3·3]), AQ-13 (24·0 nM [17·0-32·0]), lumefantrine (5·1 nM [3·2-7·7]), mefloquine (9·5 nM [6·6-13·0]), dihydroartemisinin (1·5 nM [1·0-2·0]), and atovaquone (0·3 nM [0·2-0·4]). Compared with results from our study in 2010-13, significant improvements in susceptibility were seen for chloroquine (median IC50 288·0 nM [IQR 122·0-607·0]; p<0·0001), monodesethylamodiaquine (76·0 nM [44·0-137]; p<0·0001), and piperaquine (21·0 nM [7·6-43·0]; p<0·0001), a small but significant decrease in susceptibility was seen for lumefantrine (3·0 nM [1·1-7·6]; p<0·0001), and no change in susceptibility was seen with dihydroartemisinin (1·3 nM [0·8-2·5]; p=0·64). Chloroquine resistance (IC50>100 nM) was more common in isolates from the Tororo district (11 [15%] of 71), compared with those from the Busia district (12 [4%] of 320; p=0·0017). We showed significant increases between 2010-12 and 2016-19 in the prevalences of wild-type P falciparum multidrug resistance protein 1 (PfMDR1) Asn86Tyr from 60% (391 of 653) to 99% (418 of 422; p<0·0001), PfMDR1 Asp1246Tyr from 60% (390 of 650) to 90% (371 of 419; p<0·0001), and P falciparum chloroquine resistance transporter (PfCRT) Lys76Thr from 7% (44 of 675) to 87% (364 of 417; p<0·0001). Interpretation Our results show marked changes in P falciparum drug susceptibility phenotypes and genotypes in Uganda during the past decade. These results suggest that additional changes will be seen over time and continued surveillance of susceptibility to key ACT components is warranted. Funding National Institutes of Health and Medicines for Malaria Venture.
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Affiliation(s)
| | - Thomas Katairo
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Martin Okitwi
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | | | - Stephen Orena
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Victor Asua
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Marvin Duvalsaint
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Jennifer Legac
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Sevil Chelebieva
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA, USA
| | - Frida G Ceja
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA, USA
| | - Stephanie A Rasmussen
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA, USA
| | - Melissa D Conrad
- Department of Medicine, University of California, San Francisco, CA, USA
| | | | - Ozkan Aydemir
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Jeffrey A Bailey
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Brett R Bayles
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA, USA
| | - Philip J Rosenthal
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Roland A Cooper
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA, USA
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Kreutzfeld O, Rasmussen SA, Ramanathan AA, Tumwebaze PK, Byaruhanga O, Katairo T, Asua V, Okitwi M, Orena S, Legac J, Conrad MD, Nsobya SL, Aydemir O, Bailey J, Duffey M, Bayles BR, Vaidya AB, Cooper RA, Rosenthal PJ. Associations between Varied Susceptibilities to PfATP4 Inhibitors and Genotypes in Ugandan Plasmodium falciparum Isolates. Antimicrob Agents Chemother 2021; 65:e0077121. [PMID: 34339273 PMCID: PMC8448140 DOI: 10.1128/aac.00771-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 07/22/2021] [Indexed: 11/20/2022] Open
Abstract
Among novel compounds under recent investigation as potential new antimalarial drugs are three independently developed inhibitors of the Plasmodium falciparum P-type ATPase (PfATP4): KAE609 (cipargamin), PA92, and SJ733. We assessed ex vivo susceptibilities to these compounds of 374 fresh P. falciparum isolates collected in Tororo and Busia districts, Uganda, from 2016 to 2019. Median IC50s were 65 nM for SJ733, 9.1 nM for PA92, and 0.5 nM for KAE609. Sequencing of pfatp4 for 218 of these isolates demonstrated many nonsynonymous single nucleotide polymorphisms; the most frequent mutations were G1128R (69% of isolates mixed or mutant), Q1081K/R (68%), G223S (25%), N1045K (16%), and D1116G/N/Y (16%). The G223S mutation was associated with decreased susceptibility to SJ733, PA92, and KAE609. The D1116G/N/Y mutations were associated with decreased susceptibility to SJ733, and the presence of mutations at both codons 223 and 1116 was associated with decreased susceptibility to PA92 and SJ733. In all of these cases, absolute differences in susceptibilities of wild-type (WT) and mutant parasites were modest. Analysis of clones separated from mixed field isolates consistently identified mutant clones as less susceptible than WT. Analysis of isolates from other sites demonstrated the presence of the G223S and D1116G/N/Y mutations across Uganda. Our results indicate that malaria parasites circulating in Uganda have a number of polymorphisms in PfATP4 and that modestly decreased susceptibility to PfATP4 inhibitors is associated with some mutations now present in Ugandan parasites.
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Affiliation(s)
- Oriana Kreutzfeld
- Department of Medicine, University of California, San Francisco, California, USA
| | | | - Aarti A. Ramanathan
- Center for Molecular Parasitology, Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | | | | | - Thomas Katairo
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Victor Asua
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Martin Okitwi
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Stephen Orena
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Jennifer Legac
- Department of Medicine, University of California, San Francisco, California, USA
| | - Melissa D. Conrad
- Department of Medicine, University of California, San Francisco, California, USA
| | | | | | | | | | - Brett R. Bayles
- Dominican University of California, San Rafael, California, USA
| | - Akhil B. Vaidya
- Center for Molecular Parasitology, Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Philip J. Rosenthal
- Department of Medicine, University of California, San Francisco, California, USA
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Bayles BR, Rusk AE, Pineda MA, Chen B, Dagy K, Hummel T, Kuwada K, Martin S, Guzmán CF. Spatiotemporal trends of cutaneous leishmaniasis in Costa Rica. Trans R Soc Trop Med Hyg 2021; 115:569-571. [PMID: 33118038 DOI: 10.1093/trstmh/traa109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 07/22/2020] [Accepted: 10/23/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Cutaneous leishmaniasis (CL) remains an important neglected tropical disease in Costa Rica, which has one of the largest burdens of this disease in Latin America. METHODS We identified district-level hotspots of CL from 2006 to 2017 and conducted temporal analysis to identify where hotspots were increasing across the country. RESULTS Clear patterns of CL risk were detected, with persistent hotspots located in the Caribbean region, where risk was also found to be increasing over time in some areas. CONCLUSIONS We identify spatiotemporal hotspots, which may be used in support of the leishmaniasis plan of action for the Americas.
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Affiliation(s)
- Brett R Bayles
- School of Health and Natural Sciences, Dominican University of California, San Rafael, CA, USA
| | - Andria E Rusk
- Global Health Consortium, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, Florida, USA
| | - Maria Alvarez Pineda
- School of Health and Natural Sciences, Dominican University of California, San Rafael, CA, USA
| | - Bobin Chen
- School of Health and Natural Sciences, Dominican University of California, San Rafael, CA, USA
| | - Keira Dagy
- School of Health and Natural Sciences, Dominican University of California, San Rafael, CA, USA
| | - Tyler Hummel
- School of Health and Natural Sciences, Dominican University of California, San Rafael, CA, USA
| | - Kira Kuwada
- School of Health and Natural Sciences, Dominican University of California, San Rafael, CA, USA
| | - Serena Martin
- School of Health and Natural Sciences, Dominican University of California, San Rafael, CA, USA
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Kancharla P, Dodean RA, Li Y, Pou S, Pybus B, Melendez V, Read L, Bane CE, Vesely B, Kreishman-Deitrick M, Black C, Li Q, Sciotti RJ, Olmeda R, Luong TL, Gaona H, Potter B, Sousa J, Marcsisin S, Caridha D, Xie L, Vuong C, Zeng Q, Zhang J, Zhang P, Lin H, Butler K, Roncal N, Gaynor-Ohnstad L, Leed SE, Nolan C, Ceja FG, Rasmussen SA, Tumwebaze PK, Rosenthal PJ, Mu J, Bayles BR, Cooper RA, Reynolds KA, Smilkstein MJ, Riscoe MK, Kelly JX. Lead Optimization of Second-Generation Acridones as Broad-Spectrum Antimalarials. J Med Chem 2020; 63:6179-6202. [PMID: 32390431 PMCID: PMC7354843 DOI: 10.1021/acs.jmedchem.0c00539] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The global impact of malaria remains staggering despite extensive efforts to eradicate the disease. With increasing drug resistance and the absence of a clinically available vaccine, there is an urgent need for novel, affordable, and safe drugs for prevention and treatment of malaria. Previously, we described a novel antimalarial acridone chemotype that is potent against both blood-stage and liver-stage malaria parasites. Here, we describe an optimization process that has produced a second-generation acridone series with significant improvements in efficacy, metabolic stability, pharmacokinetics, and safety profiles. These findings highlight the therapeutic potential of dual-stage targeting acridones as novel drug candidates for further preclinical development.
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Affiliation(s)
- Papireddy Kancharla
- Department of Chemistry, Portland State University, Portland, Oregon 97201, United States
| | - Rozalia A. Dodean
- Department of Veterans Affairs Medical Center, Portland, Oregon 97239, United States
| | - Yuexin Li
- Department of Veterans Affairs Medical Center, Portland, Oregon 97239, United States
| | - Sovitj Pou
- Department of Veterans Affairs Medical Center, Portland, Oregon 97239, United States
| | - Brandon Pybus
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Victor Melendez
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Lisa Read
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Charles E. Bane
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Brian Vesely
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Mara Kreishman-Deitrick
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Chad Black
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Qigui Li
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Richard J. Sciotti
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Raul Olmeda
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Thu-Lan Luong
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Heather Gaona
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Brittney Potter
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Jason Sousa
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Sean Marcsisin
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Diana Caridha
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Lisa Xie
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Chau Vuong
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Qiang Zeng
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Jing Zhang
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Ping Zhang
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Hsiuling Lin
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Kirk Butler
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Norma Roncal
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Lacy Gaynor-Ohnstad
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Susan E. Leed
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Christina Nolan
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, Maryland 20910, United States
| | - Frida G. Ceja
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA 94901, United States
| | - Stephanie A. Rasmussen
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA 94901, United States
| | | | - Philip J. Rosenthal
- Department of Medicine, University of California, San Francisco, CA 94143, United States
| | - Jianbing Mu
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville MD 20852, USA
| | - Brett R. Bayles
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA 94901, United States
- Global Public Health Program, Dominican University of California, San Rafael CA 94901
| | - Roland A. Cooper
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA 94901, United States
| | - Kevin A. Reynolds
- Department of Chemistry, Portland State University, Portland, Oregon 97201, United States
| | - Martin J. Smilkstein
- Department of Veterans Affairs Medical Center, Portland, Oregon 97239, United States
| | - Michael K. Riscoe
- Department of Chemistry, Portland State University, Portland, Oregon 97201, United States
- Department of Veterans Affairs Medical Center, Portland, Oregon 97239, United States
| | - Jane X. Kelly
- Department of Chemistry, Portland State University, Portland, Oregon 97201, United States
- Department of Veterans Affairs Medical Center, Portland, Oregon 97239, United States
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7
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Bayles BR, Rusk A, Christofferson R, Agar G, Alvarez Pineda M, Chen B, Dagy K, Kelly E, Hummel T, Kuwada K, Martin S, Murrer A, Faerron Guzmán C. Spatiotemporal dynamics of vector-borne disease risk across human land-use gradients: examining the role of agriculture, indigenous territories, and protected areas in Costa Rica. The Lancet Global Health 2020. [DOI: 10.1016/s2214-109x(20)30173-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Bayles BR, Thomas SM, Simmons GS, Grafton-Cardwell EE, Daugherty MP. Spatiotemporal dynamics of the Southern California Asian citrus psyllid (Diaphorina citri) invasion. PLoS One 2017; 12:e0173226. [PMID: 28278188 PMCID: PMC5344380 DOI: 10.1371/journal.pone.0173226] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Accepted: 02/19/2017] [Indexed: 11/19/2022] Open
Abstract
Biological invasions are governed by spatial processes that tend to be distributed in non-random ways across landscapes. Characterizing the spatial and temporal heterogeneities of the introduction, establishment, and spread of non-native insect species is a key aspect of effectively managing their geographic expansion. The Asian citrus psyllid (Diaphorina citri), a vector of the bacterium associated with huanglongbing (HLB), poses a serious threat to commercial and residential citrus trees. In 2008, D. citri first began expanding northward from Mexico into parts of Southern California. Using georeferenced D. citri occurrence data from 2008-2014, we sought to better understand the extent of the geographic expansion of this invasive vector species. Our objectives were to: 1) describe the spatial and temporal distribution of D. citri in Southern California, 2) identify the locations of statistically significant D. citri hotspots, and 3) quantify the dynamics of anisotropic spread. We found clear evidence that the spatial and temporal distribution of D. citri in Southern California is non-random. Further, we identified the existence of statistically significant hotspots of D. citri occurrence and described the anisotropic dispersion across the Southern California landscape. For example, the dominant hotspot surrounding Los Angeles showed rapid and strongly asymmetric spread to the south and east. Our study demonstrates the feasibility of quantitative invasive insect risk assessment with the application of a spatial epidemiology framework.
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Affiliation(s)
- Brett R. Bayles
- Department of Entomology, University of California Riverside, Riverside, California, United States of America
- School of Health and Natural Sciences, Dominican University of California, San Rafael, California, United States of America
- * E-mail:
| | - Shyam M. Thomas
- Department of Entomology, University of California Riverside, Riverside, California, United States of America
| | - Gregory S. Simmons
- United States Department of Agriculture, Animal and Plant Health Inspection Service, Salinas, California, United States of America
| | | | - Mathew P. Daugherty
- Department of Entomology, University of California Riverside, Riverside, California, United States of America
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Bayles BR, Brauman KA, Adkins JN, Allan BF, Ellis AM, Goldberg TL, Golden CD, Grigsby-Toussaint DS, Myers SS, Osofsky SA, Ricketts TH, Ristaino JB. Ecosystem Services Connect Environmental Change to Human Health Outcomes. Ecohealth 2016; 13:443-449. [PMID: 27357081 DOI: 10.1007/s10393-016-1137-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2014] [Revised: 04/18/2016] [Accepted: 05/30/2016] [Indexed: 06/06/2023]
Affiliation(s)
- Brett R Bayles
- Institute on the Environment, University of Minnesota-Twin Cities, 1954 Buford Avenue, St. Paul, MN, 55108, USA.
| | - Kate A Brauman
- Institute on the Environment, University of Minnesota-Twin Cities, 1954 Buford Avenue, St. Paul, MN, 55108, USA
| | | | - Brian F Allan
- Department of Entomology, University of Illinois, Urbana, IL, USA
| | - Alicia M Ellis
- Gund Institute for Ecological Economics, University of Vermont, Burlington, VT, USA
| | - Tony L Goldberg
- Global Health Institute, University of Wisconsin, Madison, WI, USA
| | - Christopher D Golden
- Department of Environmental Health, Harvard School of Public Health, Cambridge, MA, USA
- Center for the Environment, Harvard University, Cambridge, MA, USA
- Wildlife Health and Health Policy Program, Wildlife Conservation Society, New York, NY, USA
| | | | - Samuel S Myers
- Department of Environmental Health, Harvard School of Public Health, Cambridge, MA, USA
- Center for the Environment, Harvard University, Cambridge, MA, USA
| | - Steven A Osofsky
- Wildlife Health and Health Policy Program, Wildlife Conservation Society, New York, NY, USA
| | - Taylor H Ricketts
- Gund Institute for Ecological Economics, University of Vermont, Burlington, VT, USA
| | - Jean B Ristaino
- Department of Plant Pathology, North Carolina State University, Raleigh, NC, USA
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10
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Bayles BR, Evans G, Allan BF. Knowledge and prevention of tick-borne diseases vary across an urban-to-rural human land-use gradient. Ticks Tick Borne Dis 2013; 4:352-8. [PMID: 23538110 DOI: 10.1016/j.ttbdis.2013.01.001] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2012] [Revised: 12/31/2012] [Accepted: 01/07/2013] [Indexed: 11/18/2022]
Abstract
We sought to determine the behavioral risk of exposure to tick-borne diseases across a human land-use gradient in a region endemic for diseases transmitted by the lone star tick. We measured the knowledge, attitudes, and preventive behaviors of visitors to 14 suburban, exurban, and rural recreational parks. A structured interview was conducted to determine respondents' (n=238) knowledge of tick-borne disease risk, perceived susceptibility to tick-borne disease, and tick bite prevention behaviors. We found significant differences across park types for most personal protective behaviors. Individuals in exurban parks were more likely to perform frequent tick checks and use chemical insect repellents compared to other park types (p<0.001), while suburban park visitors were more likely to avoid tick habitats (p<0.05). Disparities exist in the level of knowledge, perceived personal risk, and use of preventive measures across the human land-use gradient, suggesting that targeted public health intervention programs could reduce behavioral exposure risk by addressing specific gaps in knowledge and prevention.
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Affiliation(s)
- Brett R Bayles
- School of Public Health, Saint Louis University, 3545 Lafayette Ave., St. Louis, MO 63104, USA.
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