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Parsons ES, Jowell A, Veidis E, Barry M, Israni ST. Climate change and inequality. Pediatr Res 2024:10.1038/s41390-024-03153-z. [PMID: 38914758 DOI: 10.1038/s41390-024-03153-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 03/05/2024] [Accepted: 03/10/2024] [Indexed: 06/26/2024]
Abstract
This review explores how climate change is manifesting along existing lines of inequality and thus further exacerbating current health disparities with a particular focus on children and future generations. Climate change risk and vulnerability are not equally distributed, nor is the adaptive capacity to respond to its adverse effects, which include health consequences, economic impacts, and displacement. Existing lines of inequality are already magnifying the adverse effects of climate change. Today's children and future generations will experience a disproportionate number of adverse climate events than prior generations, especially children in lower-income populations, communities of color, and Indigenous communities. In order to mitigate the crisis of inequity accompanying the climate crisis, systemic action must be taken on a global scale - with a focus on protecting children and future generations, and in empowering youth-led environmental activism and engagement in climate policy. IMPACT STATEMENT: Our review offers a current summary of the ways in which inequality is manifesting with respect to climate change in children and future generations. Rather than use a systematic review, we opted to use a theoretical framework to guide our review. We divided the effects of climate change into three effect pathways: via disruptions in (i) climate and weather, (ii) ecosystems, and (iii) society. By dividing our review in this theoretical framework, we can better suggest targeted public health interventions at each effect level. Furthermore, we are able to successfully identify literature gaps and areas of future research.
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Affiliation(s)
- Ella Sandrine Parsons
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, CA, USA.
| | - Ashley Jowell
- Stanford University School of Medicine, Stanford, CA, USA
| | - Erika Veidis
- Center for Innovation in Global Health, Stanford University, Stanford, CA, USA
| | - Michele Barry
- Stanford University School of Medicine, Stanford, CA, USA
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2
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Berman JD, Abadi AM, Bell JE. Existing Challenges and Opportunities for Advancing Drought and Health Research. Curr Environ Health Rep 2024; 11:255-265. [PMID: 38568401 DOI: 10.1007/s40572-024-00440-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/08/2024] [Indexed: 05/12/2024]
Abstract
PURPOSE OF REVIEW Drought is one of the most far-reaching natural disasters, yet drought and health research is sparse. This may be attributed to the challenge of quantifying drought exposure, something complicated by multiple drought indices without any designed for health research. The purpose of this general review is to evaluate current drought and health literature and highlight challenges or scientific considerations when performing drought exposure and health assessments. RECENT FINDINGS The literature revealed a small, but growing, number of drought and health studies primarily emphasizing Australian, western European, and US populations. The selection of drought indices and definitions of drought are inconsistent. Rural and agricultural populations have been identified as vulnerable cohorts, particularly for mental health outcomes. Using relevant examples, we discuss the importance of characterizing drought and explore why health outcomes, populations of interest, and compound environmental hazards are crucial considerations for drought and health assessments. As climate and health research is prioritized, we propose guidance for investigators performing drought-focused analyses.
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Affiliation(s)
- Jesse D Berman
- Division of Environmental Health Sciences, School of Public Health, University of Minnesota, Mayo Mail Code #807, 420 Delaware Street SE, Minneapolis, MN, 55455, USA.
| | - Azar M Abadi
- Department of Environmental Health Sciences, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Jesse E Bell
- Department of Environmental, Agricultural, and Occupational Health, Medical Center College of Public Health, University of Nebraska, Omaha, NE, USA
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, USA
- Daugherty Water for Food Global Institute, University of Nebraska, Lincoln, NE, USA
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3
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Sharma Y, Laison EK, Philippsen T, Ma J, Kong J, Ghaemi S, Liu J, Hu F, Nasri B. Models and data used to predict the abundance and distribution of Ixodes scapularis (blacklegged tick) in North America: a scoping review. LANCET REGIONAL HEALTH. AMERICAS 2024; 32:100706. [PMID: 38495312 PMCID: PMC10943480 DOI: 10.1016/j.lana.2024.100706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 02/19/2024] [Accepted: 02/20/2024] [Indexed: 03/19/2024]
Abstract
Tick-borne diseases (TBD) remain prevalent worldwide, and risk assessment of tick habitat suitability is crucial to prevent or reduce their burden. This scoping review provides a comprehensive survey of models and data used to predict I. scapularis distribution and abundance in North America. We identified 4661 relevant primary research articles published in English between January 1st, 2012, and July 18th, 2022, and selected 41 articles following full-text review. Models used data-driven and mechanistic modelling frameworks informed by diverse tick, hydroclimatic, and ecological variables. Predictions captured tick abundance (n = 14, 34.1%), distribution (n = 22, 53.6%) and both (n = 5, 12.1%). All studies used tick data, and many incorporated both hydroclimatic and ecological variables. Minimal host- and human-specific data were utilized. Biases related to data collection, protocols, and tick data quality affect completeness and representativeness of prediction models. Further research and collaboration are needed to improve prediction accuracy and develop effective strategies to reduce TBD.
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Affiliation(s)
- Yogita Sharma
- Department of Mathematics and Statistics, University of Victoria, Victoria, Canada
| | - Elda K.E. Laison
- Département de Médecine Préventive et Sociale, University of Montréal, Montréal, Canada
| | - Tanya Philippsen
- Department of Mathematics and Statistics, University of Victoria, Victoria, Canada
| | - Junling Ma
- Department of Mathematics and Statistics, University of Victoria, Victoria, Canada
| | - Jude Kong
- Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada
| | - Sajjad Ghaemi
- Digital Technologies Research Center, National Research Council of Canada, Toronto, Canada
| | - Juxin Liu
- Department of Mathematics and Statistics, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - François Hu
- Department of Mathematics and Statistics, University of Montréal, Montréal, Canada
| | - Bouchra Nasri
- Département de Médecine Préventive et Sociale, University of Montréal, Montréal, Canada
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Hofmeister E, Clark E, Lund M, Grear D. Serologic Survey of Selected Arthropod-Borne Pathogens in Free-Ranging Snowshoe Hares (Lepus americanus) Captured in Northern Michigan, USA. J Wildl Dis 2024; 60:375-387. [PMID: 38345469 DOI: 10.7589/jwd-d-23-00009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 11/14/2023] [Indexed: 04/06/2024]
Abstract
Snowshoe hares (Lepus americanus) in the Upper Peninsula (UP) of Michigan, USA, occupy the southern periphery of the species' range and are vulnerable to climate change. In the eastern UP, hares are isolated by the Great Lakes, potentially exacerbating exposure to climate-change-induced habitat alterations. Climate change is also measurably affecting distribution and prevalence of vector-borne pathogens in North America, and increases in disease occurrence and prevalence can be one signal of climate-stressed wildlife populations. We conducted a serosurvey for vector-borne pathogens in snowshoe hares that were captured in the Hiawatha National Forest in the eastern UP of Michigan, USA, 2016-2017. The most commonly detected antibody response was to the mosquito-borne California serogroup snowshoe hare virus (SSHV). Overall, 24 (51%) hares screened positive for SSHV antibodies and of these, 23 (96%) were confirmed positive by plaque reduction neutralization test. We found a positive association between seroprevalence of SSHV and live weight of snowshoe hares. Additionally, we detected a significant effect of ecological land type group on seroprevalence of SSHV, with strong positive support for a group representing areas that tend to support high numbers of hares (i.e., acidic mineral containing soils with cedar, mixed swamp conifers, tamarack and balsam fir as common overstory vegetation). We also detected and confirmed antibodies for Jamestown Canyon virus and Silverwater virus in a single hare each. We did not detect antibodies to other zoonotic vector-borne pathogens, including Lacrosse encephalitis virus, West Nile virus, Borrelia burgdorferi, Powassan virus, and Francisella tularensis. These results provide a baseline for future serological studies of vector-transmitted diseases that may increase climate vulnerability of snowshoe hares in the UP of Michigan, as well as pose a climate-related zoonotic risk.
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Affiliation(s)
- Erik Hofmeister
- US Geological Survey National Wildlife Health Center, 6006 Schroeder Road, Madison, WI 53711, USA
- These authors contributed equally to the study
| | - Eric Clark
- The Wildlife Program of the Sault Ste. Marie Tribe of Chippewa Indians, 2428 Shunk Road, Sault Ste. Marie, MI 49783, USA
- Center for Cooperative Ecological Resilience, 480 Wilson Road, Michigan State University, East Lansing, MI 48824, USA
- These authors contributed equally to the study
| | - Melissa Lund
- US Geological Survey National Wildlife Health Center, 6006 Schroeder Road, Madison, WI 53711, USA
| | - Daniel Grear
- US Geological Survey National Wildlife Health Center, 6006 Schroeder Road, Madison, WI 53711, USA
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Yang H, Gould CA, Jones R, St Juliana A, Sarofim M, Rissing M, Hahn MB. By-degree Health and Economic Impacts of Lyme Disease, Eastern and Midwestern United States. ECOHEALTH 2024; 21:56-70. [PMID: 38478199 PMCID: PMC11127817 DOI: 10.1007/s10393-024-01676-9] [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: 03/02/2023] [Accepted: 01/20/2024] [Indexed: 05/26/2024]
Abstract
Lyme disease (LD) is the most common vector-borne disease in the United States (U.S.). This paper assesses how climate change may influence LD incidence in the eastern and upper Midwestern U.S. and the associated economic burden. We estimated future Ixodes scapularis habitat suitability and LD incidence with a by-degree approach using variables from an ensemble of multiple climate models. We then applied estimates for present-day and projected habitat suitability for I. scapularis, present-day presence of Borrelia burgdorferi, and projected climatological variables to model reported LD incidence at the county level among adults, children, and the total population. Finally, we applied an estimate of healthcare expenses to project economic impacts. We show an overall increase in LD cases with regional variation. We estimate an increase in incidence in New England and the upper Midwestern U.S. and a concurrent decrease in incidence in Virginia and North Carolina. At 3°C of national warming from the 1986-2015 baseline climate, we project approximately 55,000 LD cases, a 38-percent increase from present-day estimates. At 6°C of warming, our most extreme scenario, we project approximately 92,000 LD cases in the region, an increase of 145 percent relative to current levels. Annual LD-related healthcare expenses at 3°C of warming are estimated to be $236 million (2021 dollars), approximately 38 percent greater than present-day. These results may inform decision-makers tasked with addressing climate risks, the public, and healthcare professionals preparing for treatment and prevention of LD.
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Affiliation(s)
- Haisheng Yang
- Abt Associates, 6130 Executive Boulevard, Rockville, MD, 2085, USA
| | - Caitlin A Gould
- Climate Change Division, Climate Science and Imapcts Branch, U.S. Environmental Protection Agency, 1200 Pennsylvania Ave NW, 4226-G South, Washington, DC, 20460, USA.
| | - Russ Jones
- Abt Associates, 6130 Executive Boulevard, Rockville, MD, 2085, USA
| | | | - Marcus Sarofim
- Climate Change Division, Climate Science and Imapcts Branch, U.S. Environmental Protection Agency, 1200 Pennsylvania Ave NW, 4226-G South, Washington, DC, 20460, USA
| | - Matt Rissing
- Abt Associates, 6130 Executive Boulevard, Rockville, MD, 2085, USA
| | - Micah B Hahn
- Institute for Circumpolar Health Studies, University of Alaska-Anchorage, 3211 Providence Drive, Anchorage, AK, 99508, USA
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Ali AE, Gardner AM, Shugart HH, Walter JA. Opposing Patterns of Spatial Synchrony in Lyme Disease Incidence. ECOHEALTH 2024; 21:46-55. [PMID: 38704455 PMCID: PMC11127889 DOI: 10.1007/s10393-024-01677-8] [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: 10/17/2022] [Revised: 01/31/2024] [Accepted: 02/15/2024] [Indexed: 05/06/2024]
Abstract
Incidence of Lyme disease, a tick-borne illness prevalent in the US, is increasing in endemic regions and regions with no previous history of the disease, significantly impacting public health. We examined space-time patterns of Lyme disease incidence and the influence of ecological and social factors on spatial synchrony, i.e., correlated incidence fluctuations across US counties. Specifically, we addressed these questions: Does Lyme disease incidence exhibit spatial synchrony? If so, what geographic patterns does Lyme disease synchrony exhibit? Are geographic patterns of disease synchrony related to weather, land cover, access to health care, or tick-borne disease awareness? How do effects of these variables on Lyme disease synchrony differ geographically? We used network analysis and matrix regression to examine geographical patterns of Lyme disease synchrony and their potential mechanisms in 399 counties in the eastern and Midwestern US. We found two distinct regions of synchrony in Northeast and upper Midwest regions exhibiting opposing temporal fluctuations in incidence. Spatial patterns of Lyme disease synchrony were partly explained by land cover, weather, poverty, and awareness of tick-borne illness, with significant predictive variables changing regionally. However, the two regions may have become more synchronous over time, potentially leading to higher-amplitude nation-wide fluctuations in disease incidence.
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Affiliation(s)
- Asad E Ali
- Department of Environmental Sciences, University of Virginia, 291 McCormick Road, Charlottesville, VA, 22903, USA.
- Alabama College of Osteopathic Medicine, 445 Health Sciences Boulevard, Dothan, AL, 36303, USA.
| | - Allison M Gardner
- School of Biology and Ecology, University of Maine, 5722 Deering Hall, Orono, ME, 04469, USA
| | - Herman H Shugart
- Department of Environmental Sciences, University of Virginia, 291 McCormick Road, Charlottesville, VA, 22903, USA
| | - Jonathan A Walter
- Department of Environmental Sciences, University of Virginia, 291 McCormick Road, Charlottesville, VA, 22903, USA
- Center for Watershed Sciences, University of California, 1 Shields Ave, Davis, CA, 95616, USA
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Souhail B, Danjean M, Mercier-Darty M, Amaddeo G, Sessa A, Fihman V, Galy A, Woerther PL, Lepeule R. First report of Acinetobacter pittii acute community-acquired pneumonia in an immunocompetent patient in France following a heat wave. BMC Infect Dis 2024; 24:35. [PMID: 38166743 PMCID: PMC10763415 DOI: 10.1186/s12879-023-08945-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 12/22/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND In recent years, Acinetobacter baumannii-calcoaceticus complex (ABC) infections have attracted attention, mainly because of the impact of carbapenem-resistant isolates in hospital-acquired infections. However, acute community-acquired ABC infections are not uncommon in warm and humid countries, where they are responsible for community-acquired infections with specific clinical features. To date, such infection has not been reported in France. CASE PRESENTATION We report the case of a 55-year-old non-immunocompromised patient living in France with no known risk factors for community-acquired ABC infections who presented pneumonia with bloodstream infection due to wild-type A. pittii. The outcome was favorable after 7 days of antibiotic treatment with cefepime. We confirmed bacterial identification with whole-genome sequencing, and we examined the A. pitii core-genome phylogeny for genomic clusters. CONCLUSIONS This situation is uncommon in Europe and occurred after a heat wave in France with temperatures above 38 °C. Herein, we discuss the possibility that this pneumonia may be emerging in the current context of global warming.
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Affiliation(s)
- Bérénice Souhail
- Antimicrobial Stewardship Team, Department of Prevention, Diagnosis, and Treatment of Infections, Henri Mondor University Hospital, AP-HP, 1, rue Gustave Eiffel, 94000, Créteil, France.
| | - Maxime Danjean
- Bacteriology and Infection Control Unit, Department of Prevention, Diagnosis, and Treatment of Infections, Henri Mondor University Hospital, AP-HP, Créteil, France
- EnvA, DYNAMYC, UPEC, Paris-Est Créteil University, EA 7380, Créteil, France
| | - Mélanie Mercier-Darty
- Next Generation Sequencing Platform, Henri Mondor University Hospital, AP-HP, Créteil, France
| | - Giuliana Amaddeo
- Hepatology Department, Henri Mondor University Hospital, AP-HP, Créteil, France
| | - Anna Sessa
- Hepatology Department, Henri Mondor University Hospital, AP-HP, Créteil, France
| | - Vincent Fihman
- Bacteriology and Infection Control Unit, Department of Prevention, Diagnosis, and Treatment of Infections, Henri Mondor University Hospital, AP-HP, Créteil, France
- EnvA, DYNAMYC, UPEC, Paris-Est Créteil University, EA 7380, Créteil, France
| | - Adrien Galy
- Antimicrobial Stewardship Team, Department of Prevention, Diagnosis, and Treatment of Infections, Henri Mondor University Hospital, AP-HP, 1, rue Gustave Eiffel, 94000, Créteil, France
- EnvA, DYNAMYC, UPEC, Paris-Est Créteil University, EA 7380, Créteil, France
| | - Paul Louis Woerther
- Bacteriology and Infection Control Unit, Department of Prevention, Diagnosis, and Treatment of Infections, Henri Mondor University Hospital, AP-HP, Créteil, France
- EnvA, DYNAMYC, UPEC, Paris-Est Créteil University, EA 7380, Créteil, France
| | - Raphaël Lepeule
- Antimicrobial Stewardship Team, Department of Prevention, Diagnosis, and Treatment of Infections, Henri Mondor University Hospital, AP-HP, 1, rue Gustave Eiffel, 94000, Créteil, France
- EnvA, DYNAMYC, UPEC, Paris-Est Créteil University, EA 7380, Créteil, France
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Deshpande G, Beetch JE, Heller JG, Naqvi OH, Kuhn KG. Assessing the Influence of Climate Change and Environmental Factors on the Top Tick-Borne Diseases in the United States: A Systematic Review. Microorganisms 2023; 12:50. [PMID: 38257877 PMCID: PMC10821204 DOI: 10.3390/microorganisms12010050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/15/2023] [Accepted: 12/19/2023] [Indexed: 01/24/2024] Open
Abstract
In the United States (US), tick-borne diseases (TBDs) have more than doubled in the past fifteen years and are a major contributor to the overall burden of vector-borne diseases. The most common TBDs in the US-Lyme disease, rickettsioses (including Rocky Mountain spotted fever), and anaplasmosis-have gradually shifted in recent years, resulting in increased morbidity and mortality. In this systematic review, we examined climate change and other environmental factors that have influenced the epidemiology of these TBDs in the US while highlighting the opportunities for a One Health approach to mitigating their impact. We searched Medline Plus, PUBMED, and Google Scholar for studies focused on these three TBDs in the US from January 2018 to August 2023. Data selection and extraction were completed using Covidence, and the risk of bias was assessed with the ROBINS-I tool. The review included 84 papers covering multiple states across the US. We found that climate, seasonality and temporality, and land use are important environmental factors that impact the epidemiology and patterns of TBDs. The emerging trends, influenced by environmental factors, emphasize the need for region-specific research to aid in the prediction and prevention of TBDs.
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Affiliation(s)
| | | | | | | | - Katrin Gaardbo Kuhn
- Department of Biostatistics & Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (G.D.); (J.E.B.); (J.G.H.); (O.H.N.)
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9
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Mordecai EA. Tackling climate change and deforestation to protect against vector-borne diseases. Nat Microbiol 2023; 8:2220-2222. [PMID: 38030900 DOI: 10.1038/s41564-023-01533-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Affiliation(s)
- Erin A Mordecai
- Department of Biology, Stanford University, Stanford, CA, USA.
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10
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Goren A, Mysterud A, Jore S, Viljugrein H, Bakka H, Vindenes Y. Demographic patterns in Lyme borreliosis seasonality over 25 years. Zoonoses Public Health 2023; 70:647-655. [PMID: 37458418 DOI: 10.1111/zph.13073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 06/14/2023] [Accepted: 06/30/2023] [Indexed: 07/22/2023]
Abstract
Lyme borreliosis, the most common vector-borne disease in Europe and North America, is attracting growing concern due to its expanding geographic range. The growth in incidence and geographic spread is largely attributed to climate and land-use changes that support the tick vector and thereby increase disease risk. Despite a wide range of symptoms displayed by Lyme borreliosis patients, the demographic patterns in clinical manifestations and seasonal case timing have not been thoroughly investigated and may result from differences in exposure, immunity and pathogenesis. We analysed 25 years of surveillance data from Norway, supplemented by population demography data, using a Bayesian modelling framework. The analyses aimed to detect differences in case seasonality and clinical manifestations of Lyme borreliosis across age and sex differentiated patient groups. The results showed a bimodal pattern of incidence over age, where children (0-9 years) had the highest incidence, young adults (20-29 years) had low incidence and older adults had a second incidence peak in the ages 70-79 years. Youth (0-19 years) presented with a higher proportion of neuroborreliosis cases and a lower proportion of arthritic manifestations compared to adults (20+ years). Adult males had a higher overall incidence than adult females and a higher proportion of arthritis cases. The seasonal timing of Lyme borreliosis consistently occurred around 4.4 weeks earlier in youth compared to adults, regardless of clinical manifestation. All demographic groups exhibited a shift towards an earlier seasonal timing over the 25-year study period, which appeared unrelated to changes in population demographics. However, the disproportionate incidence of Lyme borreliosis in seniors requires increased public awareness and knowledge about this high-risk group as the population continues to age concurrently with disease emergence. Our findings highlight the importance of considering patient demographics when analysing the emergence and seasonal patterns of vector-borne diseases using long-term surveillance data.
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Affiliation(s)
- Asena Goren
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Oslo, Norway
| | - Atle Mysterud
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Oslo, Norway
| | - Solveig Jore
- Zoonotic, Food & Waterborne Infections, The Norwegian Public Health Institute, Oslo, Norway
| | - Hildegunn Viljugrein
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Oslo, Norway
- Norwegian Veterinary Institute, Ås, Norway
| | | | - Yngvild Vindenes
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Oslo, Norway
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11
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Kim CL, Agampodi S, Marks F, Kim JH, Excler JL. Mitigating the effects of climate change on human health with vaccines and vaccinations. Front Public Health 2023; 11:1252910. [PMID: 37900033 PMCID: PMC10602790 DOI: 10.3389/fpubh.2023.1252910] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 09/04/2023] [Indexed: 10/31/2023] Open
Abstract
Climate change represents an unprecedented threat to humanity and will be the ultimate challenge of the 21st century. As a public health consequence, the World Health Organization estimates an additional 250,000 deaths annually by 2030, with resource-poor countries being predominantly affected. Although climate change's direct and indirect consequences on human health are manifold and far from fully explored, a growing body of evidence demonstrates its potential to exacerbate the frequency and spread of transmissible infectious diseases. Effective, high-impact mitigation measures are critical in combating this global crisis. While vaccines and vaccination are among the most cost-effective public health interventions, they have yet to be established as a major strategy in climate change-related health effect mitigation. In this narrative review, we synthesize the available evidence on the effect of climate change on vaccine-preventable diseases. This review examines the direct effect of climate change on water-related diseases such as cholera and other enteropathogens, helminthic infections and leptospirosis. It also explores the effects of rising temperatures on vector-borne diseases like dengue, chikungunya, and malaria, as well as the impact of temperature and humidity on airborne diseases like influenza and respiratory syncytial virus infection. Recent advances in global vaccine development facilitate the use of vaccines and vaccination as a mitigation strategy in the agenda against climate change consequences. A focused evaluation of vaccine research and development, funding, and distribution related to climate change is required.
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Affiliation(s)
- Cara Lynn Kim
- International Vaccine Institute, Seoul, Republic of Korea
| | - Suneth Agampodi
- International Vaccine Institute, Seoul, Republic of Korea
- Section of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States
| | - Florian Marks
- International Vaccine Institute, Seoul, Republic of Korea
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
- Madagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| | - Jerome H. Kim
- International Vaccine Institute, Seoul, Republic of Korea
- College of Natural Sciences, Seoul National University, Seoul, Republic of Korea
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Mullins-Jaime C. Trending Occupational Fatalities and Injuries: An Assessment of Projected Climate Change Related Impacts in the United States since 1992. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6258. [PMID: 37444106 PMCID: PMC10341741 DOI: 10.3390/ijerph20136258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 06/22/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023]
Abstract
BACKGROUND Some impacts of climate change that are expected to affect the American workforce are rising temperatures, greater prevalence of wildland fires, increase in Lyme disease, and exposure to insecticides. The purpose of this study was to assess how fatal and non-fatal occupational injuries due to environmental heat, forest/brush fires, Lyme disease, and exposure to insecticides have changed over time in the United States and if there were any significant relationships between national occupational injury/illness data and national temperature trends. METHODS Linear regression models assessed fatal and non-fatal injuries/illnesses since 1992 by both the frequency of incidents and the proportion of total incidents and the effects of national average temperatures. RESULTS There were significant increases in occupational fatalities and illnesses due to exposure to environmental heat and national average annual temperatures were predictive of heat exposure fatalities and illnesses. CONCLUSION Heat exposure is an occupational hazard that must be managed carefully in the coming years. Organizations will need to take more aggressive heat exposure control measures as temperatures continue to rise and remain hotter for longer periods during the year. While not currently showing increasing trends on a national scale, the prevalence of occupational incidents due to forest/brush fires, Lyme disease, and insecticides should be monitored as the United States experiences more of the projected impacts of climate change.
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Affiliation(s)
- Charmaine Mullins-Jaime
- Department of Built Environment, Bailey College of Engineering & Technology, Indiana State University, Terre Haute, IN 47809, USA
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Flynn CD, Sandomierski M, Kim K, Lewis J, Lloyd V, Ignaszak A. Electrochemical Detection of Borrelia burgdorferi Using a Biomimetic Flow Cell System. ACS MEASUREMENT SCIENCE AU 2023; 3:208-216. [PMID: 37360035 PMCID: PMC10288608 DOI: 10.1021/acsmeasuresciau.3c00004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/11/2023] [Accepted: 03/13/2023] [Indexed: 06/28/2023]
Abstract
Lyme disease, caused by infection with pathogenic Borrelia bacteria, has emerged as a pervasive illness throughout North America and many other regions of the world in recent years, owing in part to climate-mediated habitat expansion of the tick vectors. Standard diagnostic testing has remained largely unchanged over the past several decades and is indirect, relying on detection of antibodies against the Borrelia pathogen, rather than detection of the pathogen itself. The development of new rapid, point-of-care tests for Lyme disease that directly detects the pathogen could drastically improve patient health by enabling faster and more frequent testing that could better inform patient treatment. Here, we describe a proof-of-concept electrochemical sensing approach to the detection of the Lyme disease-causing bacteria, which utilizes a biomimetic electrode to interact with the Borrelia bacteria that induce impedance alterations. In addition, the catch-bond mechanism between bacterial BBK32 protein and human fibronectin protein, which exhibits improved bond strength with increased tensile force, is tested within an electrochemical injection flow-cell to achieve Borrelia detection under shear stress.
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Affiliation(s)
- Connor D. Flynn
- Department
of Chemistry, Northwestern University, Evanston, Illinois 60208, United States
- Department
of Chemistry, University of Toronto, Toronto, ON M5S 3G8, Canada
- Department
of Chemistry, University of New Brunswick, Fredericton, NB E3B 5A3, Canada
| | - Mariusz Sandomierski
- Department
of Chemistry, University of New Brunswick, Fredericton, NB E3B 5A3, Canada
- Institute
of Chemical Technology and Engineering, Poznan University of Technology, ul. Berdychowo 4, 60-965 Poznań, Poland
| | - Kelly Kim
- Department
of Chemistry, University of New Brunswick, Fredericton, NB E3B 5A3, Canada
| | - Julie Lewis
- Department
of Biology, Mount Allison University, Sackville, NB E4L 1E2, Canada
| | - Vett Lloyd
- Department
of Biology, Mount Allison University, Sackville, NB E4L 1E2, Canada
| | - Anna Ignaszak
- Department
of Chemistry, University of New Brunswick, Fredericton, NB E3B 5A3, Canada
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14
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Ma Y, Kalantari Z, Destouni G. Infectious Disease Sensitivity to Climate and Other Driver-Pressure Changes: Research Effort and Gaps for Lyme Disease and Cryptosporidiosis. GEOHEALTH 2023; 7:e2022GH000760. [PMID: 37303696 PMCID: PMC10251199 DOI: 10.1029/2022gh000760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 05/24/2023] [Accepted: 05/25/2023] [Indexed: 06/13/2023]
Abstract
Climate sensitivity of infectious diseases is discussed in many studies. A quantitative basis for distinguishing and predicting the disease impacts of climate and other environmental and anthropogenic driver-pressure changes, however, is often lacking. To assess research effort and identify possible key gaps that can guide further research, we here apply a scoping review approach to two widespread infectious diseases: Lyme disease (LD) as a vector-borne and cryptosporidiosis as a water-borne disease. Based on the emerging publication data, we further structure and quantitatively assess the driver-pressure foci and interlinkages considered in the published research so far. This shows important research gaps for the roles of rarely investigated water-related and socioeconomic factors for LD, and land-related factors for cryptosporidiosis. For both diseases, the interactions of host and parasite communities with climate and other driver-pressure factors are understudied, as are also important world regions relative to the disease geographies; in particular, Asia and Africa emerge as main geographic gaps for LD and cryptosporidiosis research, respectively. The scoping approach developed and gaps identified in this study should be useful for further assessment and guidance of research on infectious disease sensitivity to climate and other environmental and anthropogenic changes around the world.
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Affiliation(s)
- Y. Ma
- Department of Physical GeographyStockholm UniversityStockholmSweden
| | - Z. Kalantari
- Department of Physical GeographyStockholm UniversityStockholmSweden
- Department of Sustainable DevelopmentEnvironmental Science and Engineering (SEED)KTH Royal Institute of TechnologyStockholmSweden
| | - G. Destouni
- Department of Physical GeographyStockholm UniversityStockholmSweden
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15
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Fernández-Ruiz N, Estrada-Peña A, McElroy S, Morse K. Passive collection of ticks in New Hampshire reveals species-specific patterns of distribution and activity. JOURNAL OF MEDICAL ENTOMOLOGY 2023; 60:575-589. [PMID: 37030013 PMCID: PMC10179451 DOI: 10.1093/jme/tjad030] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 01/19/2023] [Accepted: 03/14/2023] [Indexed: 05/13/2023]
Abstract
Ticks and tick-borne diseases are increasing in the United States, including New Hampshire (NH). We report on the findings of an ongoing free crowdsourcing program spanning four years within NH. The date of tick's submission was recorded along with species, sex, stage, location they were collected (translated into latitude and longitude), the activity the individual was doing when the tick was found, and host species. A total of 14,252 ticks belonging to subclass Acari, family Ixodidae and genera Ixodes, Dermacentor, Amblyomma, and Haemaphysalis was recorded from the period 2018-2021 throughout NH. A total of 2,787 Ixodes scapularis and 1,041 Dermacentor variabilis, were tested for the presence of Borrelia sp. (Spirochaetales: Spirochaetaceae), B. burgdorferi sensu lato, B. miyamotoi, B. mayonii, Babesia microti (Piroplasmida: Babesiidae), Anaplasma phagocytophilum (Rickettsiales: Anaplasmataceae), Francisella tularensis (Thiotrichales: Francisellaceae), and Rickettsia rickettsii (Rickettsiales: Rickettsiaceae) by PCR. For the I. scapularis ticks tested, the pathogen prevalence was 37% B. burgdorferi s.l. 1% B. miyamotoi, 6% A. phagocytophilum, and 5% Ba. microti. Only one D. variabilis resulted positive to F. tularensis. We created state-wide maps informing the differences of ticks as detailed by administrative divisions. Dermacentor variabilis peaked in June and I. scapularis peaked in May and October. The most reported activity by people with tick encounters was while walking/hiking, and the least was biking. Using the reported distribution of both species of ticks, we modeled their climate suitability in the target territory. In NH, I. scapularis and D. variabilis have distinct patterns of emergence, abundance, and distribution. Tick prevention is important especially during April-August when both tick species are abundant and active.
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Affiliation(s)
- Natalia Fernández-Ruiz
- Department of Animal Health, Faculty of Veterinary Medicine, University of Zaragoza, 50013 Zaragoza, Spain
- Instituto Agroalimentario de Aragón (IA2), Zaragoza, Spain
| | - Agustín Estrada-Peña
- Department of Animal Health, Faculty of Veterinary Medicine, University of Zaragoza, 50013 Zaragoza, Spain
- Instituto Agroalimentario de Aragón (IA2), Zaragoza, Spain
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16
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Martin JT, Fischhoff IR, Castellanos AA, Han BA. Ecological Predictors of Zoonotic Vector Status Among Dermacentor Ticks (Acari: Ixodidae): A Trait-Based Approach. JOURNAL OF MEDICAL ENTOMOLOGY 2022; 59:2158-2166. [PMID: 36066562 PMCID: PMC9667724 DOI: 10.1093/jme/tjac125] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Indexed: 05/05/2023]
Abstract
Increasing incidence of tick-borne human diseases and geographic range expansion of tick vectors elevates the importance of research on characteristics of tick species that transmit pathogens. Despite their global distribution and role as vectors of pathogens such as Rickettsia spp., ticks in the genus Dermacentor Koch, 1844 (Acari: Ixodidae) have recently received less attention than ticks in the genus Ixodes Latreille, 1795 (Acari: Ixodidae). To address this knowledge gap, we compiled an extensive database of Dermacentor tick traits, including morphological characteristics, host range, and geographic distribution. Zoonotic vector status was determined by compiling information about zoonotic pathogens found in Dermacentor species derived from primary literature and data repositories. We trained a machine learning algorithm on this data set to assess which traits were the most important predictors of zoonotic vector status. Our model successfully classified vector species with ~84% accuracy (mean AUC) and identified two additional Dermacentor species as potential zoonotic vectors. Our results suggest that Dermacentor species that are most likely to be zoonotic vectors are broad ranging, both in terms of the range of hosts they infest and the range of ecoregions across which they are found, and also tend to have large hypostomes and be small-bodied as immature ticks. Beyond the patterns we observed, high spatial and species-level resolution of this new, synthetic dataset has the potential to support future analyses of public health relevance, including species distribution modeling and predictive analytics, to draw attention to emerging or newly identified Dermacentor species that warrant closer monitoring for zoonotic pathogens.
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Affiliation(s)
| | - Ilya R Fischhoff
- Cary Institute of Ecosystem Studies, Box AB, Millbrook, NY 12545, USA
| | | | - Barbara A Han
- Cary Institute of Ecosystem Studies, Box AB, Millbrook, NY 12545, USA
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17
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Nova N, Athni TS, Childs ML, Mandle L, Mordecai EA. Global Change and Emerging Infectious Diseases. ANNUAL REVIEW OF RESOURCE ECONOMICS 2022; 14:333-354. [PMID: 38371741 PMCID: PMC10871673 DOI: 10.1146/annurev-resource-111820-024214] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Our world is undergoing rapid planetary changes driven by human activities, often mediated by economic incentives and resource management, affecting all life on Earth. Concurrently, many infectious diseases have recently emerged or spread into new populations. Mounting evidence suggests that global change-including climate change, land-use change, urbanization, and global movement of individuals, species, and goods-may be accelerating disease emergence by reshaping ecological systems in concert with socioeconomic factors. Here, we review insights, approaches, and mechanisms by which global change drives disease emergence from a disease ecology perspective. We aim to spur more interdisciplinary collaboration with economists and identification of more effective and sustainable interventions to prevent disease emergence. While almost all infectious diseases change in response to global change, the mechanisms and directions of these effects are system specific, requiring new, integrated approaches to disease control that recognize linkages between environmental and economic sustainability and human and planetary health.
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Affiliation(s)
- Nicole Nova
- Department of Biology, Stanford University, Stanford, California, USA
| | - Tejas S Athni
- Department of Biology, Stanford University, Stanford, California, USA
| | - Marissa L Childs
- Emmett Interdisciplinary Program in Environment and Resources, Stanford University, Stanford, California, USA
| | - Lisa Mandle
- Department of Biology, Stanford University, Stanford, California, USA
- Natural Capital Project, Stanford University, Stanford, California, USA
- Woods Institute for the Environment, Stanford University, Stanford, California, USA
| | - Erin A Mordecai
- Department of Biology, Stanford University, Stanford, California, USA
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18
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Courtier A, Potheret D, Giannoni P. Environmental bacteria as triggers to brain disease: Possible mechanisms of toxicity and associated human risk. Life Sci 2022; 304:120689. [DOI: 10.1016/j.lfs.2022.120689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 05/11/2022] [Accepted: 06/01/2022] [Indexed: 11/24/2022]
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19
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Zhang L, Ma D, Li C, Zhou R, Wang J, Liu Q. Projecting the Potential Distribution Areas of Ixodes scapularis (Acari: Ixodidae) Driven by Climate Change. BIOLOGY 2022; 11:biology11010107. [PMID: 35053104 PMCID: PMC8773098 DOI: 10.3390/biology11010107] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/06/2022] [Accepted: 01/07/2022] [Indexed: 11/16/2022]
Abstract
Ixodes scapularis is a vector of tick-borne diseases. Climate change is frequently invoked as an important cause of geographic expansions of tick-borne diseases. Environmental variables such as temperature and precipitation have an important impact on the geographical distribution of disease vectors. We used the maximum entropy model to project the potential geographic distribution and future trends of I. scapularis. The main climatic variables affecting the distribution of potential suitable areas were screened by the jackknife method. Arc Map 10.5 was used to visualize the projection results to better present the distribution of potential suitable areas. Under climate change scenarios, the potential suitable area of I. scapularis is dynamically changing. The largest suitable area of I. scapularis is under SSP3-7.0 from 2081 to 2100, while the smallest is under SSP5-8.5 from 2081 to 2100, even smaller than the current suitable area. Precipitation in May and September are the main contributing factors affecting the potential suitable areas of I. scapularis. With the opportunity to spread to more potential suitable areas, it is critical to strengthen surveillance to prevent the possible invasion of I. scapularis.
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Affiliation(s)
- Lu Zhang
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (L.Z.); (D.M.); (C.L.); (R.Z.); (J.W.)
| | - Delong Ma
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (L.Z.); (D.M.); (C.L.); (R.Z.); (J.W.)
- School of Public Health and Health Management, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Chao Li
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (L.Z.); (D.M.); (C.L.); (R.Z.); (J.W.)
- School of Public Health and Health Management, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Ruobing Zhou
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (L.Z.); (D.M.); (C.L.); (R.Z.); (J.W.)
| | - Jun Wang
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (L.Z.); (D.M.); (C.L.); (R.Z.); (J.W.)
| | - Qiyong Liu
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (L.Z.); (D.M.); (C.L.); (R.Z.); (J.W.)
- Shandong University Climate Change and Health Center, School of Public Health, Shandong University, Jinan 250012, China
- Correspondence: ; Tel.: +86-13910599152
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20
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Abstract
The twenty-first century has witnessed a wave of severe infectious disease outbreaks, not least the COVID-19 pandemic, which has had a devastating impact on lives and livelihoods around the globe. The 2003 severe acute respiratory syndrome coronavirus outbreak, the 2009 swine flu pandemic, the 2012 Middle East respiratory syndrome coronavirus outbreak, the 2013-2016 Ebola virus disease epidemic in West Africa and the 2015 Zika virus disease epidemic all resulted in substantial morbidity and mortality while spreading across borders to infect people in multiple countries. At the same time, the past few decades have ushered in an unprecedented era of technological, demographic and climatic change: airline flights have doubled since 2000, since 2007 more people live in urban areas than rural areas, population numbers continue to climb and climate change presents an escalating threat to society. In this Review, we consider the extent to which these recent global changes have increased the risk of infectious disease outbreaks, even as improved sanitation and access to health care have resulted in considerable progress worldwide.
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21
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Hahn MB, Feirer S, Monaghan AJ, Lane RS, Eisen RJ, Padgett KA, Kelly M. Modeling future climate suitability for the western blacklegged tick, Ixodes pacificus, in California with an emphasis on land access and ownership. Ticks Tick Borne Dis 2021; 12:101789. [PMID: 34280699 DOI: 10.1016/j.ttbdis.2021.101789] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 05/14/2021] [Accepted: 06/12/2021] [Indexed: 11/19/2022]
Abstract
In the western United States, Ixodes pacificus Cooley & Kohls (Acari: Ixodidae) is the primary vector of the agents causing Lyme disease and granulocytic anaplasmosis in humans. The geographic distribution of the tick is associated with climatic variables that include temperature, precipitation, and humidity, and biotic factors such as the spatial distribution of its primary vertebrate hosts. Here, we explore (1) how climate change may alter the geographic distribution of I. pacificus in California, USA, during the 21st century, and (2) the spatial overlap among predicted changes in tick habitat suitability, land access, and ownership. Maps of potential future suitability for I. pacificus were generated by applying climate-based species distribution models to a multi-model ensemble of climate change projections for the Representative Concentration Pathway (RCP) 4.5 (moderate emission) and 8.5 (high emission) scenarios for two future periods: mid-century (2026-2045) and end-of-century (2086-2099). Areas climatically-suitable for I. pacificus are projected to expand by 23% (mid-century RCP 4.5) to 86% (end-of-century RCP 8.5) across California, compared to the historical period (1980-2014), with future estimates of total suitable land area ranging from about 88 to 133 thousand km2, or up to about a third of California. Regions projected to have the largest area increases in suitability by end-of-century are in northwestern California and the south central and southern coastal ranges. Over a third of the future suitable habitat is on lands currently designated as open access (i.e. publicly available), and by 2100, the amount of these lands that are suitable habitat for I. pacificus is projected to more than double under the most extreme emissions scenario (from ~23,000 to >51,000 km2). Of this area, most is federally-owned (>45,000 km2). By the end of the century, 26% of all federal land in the state is predicted to be suitable habitat for I. pacificus. The resulting maps may facilitate regional planning and preparedness by informing public health and vector control decision-makers.
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Affiliation(s)
- Micah B Hahn
- Institute for Circumpolar Health Studies, University of Alaska, Anchorage, 3211 Providence Drive, Anchorage, AK 99508 USA.
| | - Shane Feirer
- Hopland Research & Extension Center, University of California Division of Agriculture and Natural Resources, 4070 University Road, Hopland, CA 95449 USA.
| | - Andrew J Monaghan
- University of Colorado Boulder, 3100 Marine Street, Boulder, CO 80309 USA.
| | - Robert S Lane
- Department of Environmental Science, Policy and Management, University of California, Berkeley, 130 Hilgard Way, Berkeley, CA 95449 USA.
| | - Rebecca J Eisen
- Division of Vector-Borne Diseases, National Center for Emerging and Zoonotic Diseases, Centers for Disease Control and Prevention, 3156 Rampart Road, Fort Collins, CO 80526 USA.
| | - Kerry A Padgett
- Vector-Borne Disease Section, California Department of Public Health, Richmond, CA USA.
| | - Maggi Kelly
- University of California Division of Agriculture and Natural Resources, University of California, Berkeley, 130 Hilgard Way, Berkeley, CA 95449 USA.
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