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Andrade R, White SM, Cobbold CA. Incorporating adult age into mosquito population models: Implications for predicting abundances in changing climates. J Theor Biol 2025; 604:112084. [PMID: 40032142 DOI: 10.1016/j.jtbi.2025.112084] [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: 09/26/2024] [Revised: 02/01/2025] [Accepted: 02/25/2025] [Indexed: 03/05/2025]
Abstract
Mosquito-borne diseases (MBDs) pose increasing threats under future climate change scenarios and an understanding of mosquito population dynamics is pivotal to predicting future risk of MBDs. Most models that describe mosquito population dynamics often assume that adult life-history is independent of adult age and yet mosquito senescence is known to affect mosquito mortality, fecundity and other key biological traits. Despite this, little is known about the effects of adult age at the level of the mosquito population, especially under varying temperature scenarios. We develop a stage-structured delayed differential equations (DDEs) model incorporating the effects of the abiotic environment and adult age to shed light on the complex interactions between age, temperature, and mosquito population dynamics. Taking Culex pipiens, a major vector of West Nile Virus, as our study species our results show that failing to consider mosquito senescence can lead to underestimates of future mosquito abundances predicted under climate change scenarios. We also find that the age-dependent mechanisms combined with the effects of density-dependent mortality on the immature stages can result in mosquito abundances decreasing at extreme temperatures. With our work, we underscore the need for more studies to consider the effects of mosquito age. Not accounting for senescence can compromise the accuracy of abundance estimates and has implications for predicting the risk of future MBD outbreaks.
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Affiliation(s)
- Renato Andrade
- School of Mathematics and Statistics, University of Glasgow, Glasgow, G12 8QQ, UK.
| | - Steven M White
- UK Centre for Ecology & Hydrology, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK
| | - Christina A Cobbold
- School of Mathematics and Statistics, University of Glasgow, Glasgow, G12 8QQ, UK; Boyd Orr Centre for Population and Ecosystem Health, University of Glasgow, Glasgow, G12 8QW, UK
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Romiti F, Casini R, Del Lesto I, Magliano A, Ermenegildi A, Droghei S, Tofani S, Scicluna MT, Pichler V, Augello A, Censi F, Scaringella PL, Mastrobuoni G, Bacciotti D, Nencetti A, De Liberato C. Characterization of overwintering sites (hibernacula) of the West Nile vector Culex pipiens in Central Italy. Parasit Vectors 2025; 18:74. [PMID: 39994677 PMCID: PMC11852880 DOI: 10.1186/s13071-025-06710-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Accepted: 02/04/2025] [Indexed: 02/26/2025] Open
Abstract
BACKGROUND In cool-temperate regions, mosquitoes face winter conditions that hinder their development. To cope with cold temperatures, species like Culex pipiens, a major vector of West Nile virus (WNV), diapause as adult females in overwintering shelters known as hibernacula. This study aimed to identify and characterize the overwintering sites of Cx. pipiens in central Italy, analyzing the environmental factors influencing the abundance of the two biological forms, Cx. pipiens pipiens and Cx. pipiens molestus. METHODS Field surveys were conducted in Lazio and Tuscany over two consecutive winters (2022/2023 and 2023/2024). Overwintering mosquitoes were collected from different hibernacula types, including natural caves, artificial cavities and buildings. Environmental variables such as temperature, humidity, light intensity and vapor pressure deficit (VPD) were recorded in the entrance and inner rooms of each hibernaculum. Mosquito species and Cx. pipiens forms were identified through morphological and molecular analyses. A beta regression model was applied to assess the relationship between environmental factors and Cx. pipiens abundance. Redundancy analysis (RDA) was used to explore the impact of small- and landscape-scale variables on biological forms distribution. RESULTS Culex pipiens presence was confirmed in 24 hibernacula and represented the most abundant species, with Anopheles maculipennis s.l., Culiseta annulata and Culex hortensis accounting for 0.4% of the collected individuals. Comparing the entrance and inner rooms, a higher abundance of Cx. pipiens s.s. was observed in the darker environments, characterized by a humidity of 50-75%, a temperature of 10-20 °C and a VPD of 0.3-0.8 kPa. Inside the inner rooms, Cx. pipiens females preferred lower temperatures, light intensity and humidity, combined with higher VPD. The RDA highlighted that Cx. pipiens pipiens was associated with low temperatures and VPD and high humidity levels, preferring semi-natural areas. Culex pipiens molestus was positively associated with artificial areas. Hybrids were observed in several types of hibernacula. CONCLUSIONS This study provides insights into the overwintering ecology of Cx. pipiens in southern Europe, highlighting the environmental factors driving its abundance. These results may inform future vector control strategies aimed at reducing mosquito populations and limiting WNV diffusion in temperate regions.
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Affiliation(s)
- Federico Romiti
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
| | - Riccardo Casini
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
| | - Irene Del Lesto
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
| | - Adele Magliano
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
| | - Arianna Ermenegildi
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
| | - Sarah Droghei
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy.
| | - Silvia Tofani
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
| | - Maria Teresa Scicluna
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
| | - Verena Pichler
- UniCamillus - Saint Camillus International University of Health Sciences, Rome, Italy
- Dipartimento Di Sanità Pubblica E Malattie Infettive, Università Sapienza, Rome, Italy
| | - Adriana Augello
- Dipartimento Di Sanità Pubblica E Malattie Infettive, Università Sapienza, Rome, Italy
| | - Francesco Censi
- ASL Latina, Sanità Animale E Igiene Degli Allevamenti, Aprilia, Italy
| | - Paolo Luigi Scaringella
- Soprintendenza Archeologica, Belle Arti e Paesaggio Per Le Province Di Frosinone, Latina e Rieti, Ufficio Territoriale Di Cassino, Cassino, Italy
| | | | - Debora Bacciotti
- USL Toscana Centro - Dipartimento Della Prevenzione, Florence, Italy
| | - Alberto Nencetti
- USL Toscana Centro - Dipartimento Della Prevenzione, Florence, Italy
| | - Claudio De Liberato
- Istituto Zooprofilattico Sperimentale del Lazio E Della Toscana "M. Aleandri", Rome, Italy
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Blom R, Spitzen J, de Haan T, Koenraadt CJM. Phenotypical aspects of Culex pipiens biotype pipiens during diapause: Lipid utilization, body size, insemination, and parity. JOURNAL OF INSECT PHYSIOLOGY 2024; 159:104714. [PMID: 39401566 DOI: 10.1016/j.jinsphys.2024.104714] [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: 07/10/2024] [Revised: 10/08/2024] [Accepted: 10/08/2024] [Indexed: 10/18/2024]
Abstract
In temperate regions, female Culex pipiens biotype pipiens mosquitoes undergo diapause in winter. Diapausing biotype pipiens mosquitoes are potentially important winter reservoirs for mosquito-borne viruses, such as West Nile virus (WNV), Usutu virus (USUV), and Sindbis virus (SINV). Mosquitoes in diapause have not taken a bloodmeal prior to winter. Therefore, they do not become infected by taking an infectious bloodmeal and as a consequence, vertical transmission is considered the primary mechanism of mosquito-borne virus overwintering. Prior to winter, biotype pipiens mosquitoes build up fat reserves, which they utilize throughout winter. Furthermore, earlier studies have indicated that larger body size is correlated with increased survival during winter. However, not much is known about lipid utilization and body size of wild biotype pipiens mosquitoes in diapause. Therefore, we performed monthly collections of diapausing biotype pipiens mosquitoes in two consecutive winters (2020/2021 and 2021/2022) in bunkers of the New Hollandic Waterline in the Netherlands. Every month, we checked the proportion of inseminated and parous females via microscopy. In addition, we measured wing length as proxy for body size, and assessed total lipid content. Furthermore, we monitored indoor temperature in the overwintering locations. We show that the overwintering sites in our study provide relatively stable environments, in which temperatures rarely drop below 0 °C. The vast majority of biotype pipiens females were inseminated (84.1 %) and nulliparous (97.5 %). We detected differences in body size between but not within the two years of sampling. Additionally, we detected a difference in lipid content between the sampling years. We confirm that the vast majority of diapausing biotype pipiens females are inseminated and nulliparous. This indicates that they did not blood feed prior to winter, which underscores the likeliness of vertical transmission being the primary mechanism behind virus overwintering. The detected difference in body size between years can most likely be attributed to differences in summer conditions the mosquitoes were exposed to as larvae, although this needs confirmation. The difference in lipid depletion could not be explained by differences in climatic conditions. To shed more light on the links between climatic conditions, body size, lipid depletion and the consequences for mosquito population dynamics and arbovirus transmission, future experimental work, for example by arbovirus exposure followed by artificially induced diapause, is desired.
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Affiliation(s)
- Rody Blom
- Laboratory of Entomology, Plant Sciences Group, Wageningen University & Research, Wageningen, the Netherlands.
| | - Jeroen Spitzen
- Laboratory of Entomology, Plant Sciences Group, Wageningen University & Research, Wageningen, the Netherlands; Netherlands Institute for Vectors, Invasive Plants and Plant Health (NIVIP), Centre for Monitoring of Vectors (CMV), Netherlands Food and Consumer Product Safety Authority (NVWA), Wageningen, the Netherlands
| | - Tessa de Haan
- Laboratory of Entomology, Plant Sciences Group, Wageningen University & Research, Wageningen, the Netherlands
| | - Constantianus J M Koenraadt
- Laboratory of Entomology, Plant Sciences Group, Wageningen University & Research, Wageningen, the Netherlands
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Lee CH, Leonard M, Smith RC. Abundance, distribution, and dynamics of Anopheles species (Diptera: Culicidae) in Iowa, United States. JOURNAL OF MEDICAL ENTOMOLOGY 2024; 61:1391-1398. [PMID: 39158078 DOI: 10.1093/jme/tjae098] [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: 05/07/2024] [Revised: 07/19/2024] [Accepted: 08/02/2024] [Indexed: 08/20/2024]
Abstract
Malaria was once endemic in the United States prior to its elimination in 1951. However, due to consistent introductions of travel-associated malaria cases and the presence of several native Anopheles species (Diptera: Culicidae) that are competent vectors of malaria, the potential for local (autochthonous) malaria transmission remains a persistent threat in the United States. While several intermittent cases of local malaria transmission have occurred in the United States in the decades since elimination, the emergence of autochthonous transmission in 4 states in 2023 demonstrates the continued risk for future outbreaks. Moreover, these recent examples also highlight significant gaps in current mosquito surveillance efforts that have predominantly focused on threats of arboviral disease, such that our understanding of Anopheles distributions relies only on historical records and offers limited insight into the ecological factors that influence their abundance. Herein, we summarize mosquito surveillance data collected over the last 20 years (2004-2023) across 59 Iowa counties to provide essential information into the spatial distribution, temporal abundance, and trap preferences of Anopheles species in the state. Further analyses of the 2 most abundant species, Anopheles punctipennis Say and Anopheles quadrimaculatus Say, reveal the additional influence of precipitation and forested habitats in defining An. punctipennis abundance. Together, we believe these results provide an increased understanding of previously neglected Anopheles species that have the potential for autochthonous malaria transmission in Iowa and that can be extended to other regions of the United States to enhance preparedness for future malaria outbreaks.
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Affiliation(s)
- Christopher H Lee
- Department of Plant Pathology, Entomology and Microbiology, Iowa State University, Ames, Iowa, USA
| | - Mark Leonard
- Department of Plant Pathology, Entomology and Microbiology, Iowa State University, Ames, Iowa, USA
| | - Ryan C Smith
- Department of Plant Pathology, Entomology and Microbiology, Iowa State University, Ames, Iowa, USA
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Lee IH, Lee AS, Kogan HV, Dong L, Duvall LB. Temperature and photoperiod differentially impact maternal phenotypes in diapause egg-laying Aedes albopictus mosquitoes. PLoS Negl Trop Dis 2024; 18:e0012626. [PMID: 39480906 PMCID: PMC11556710 DOI: 10.1371/journal.pntd.0012626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 11/12/2024] [Accepted: 10/14/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND Aedes albopictus (Skuse 1894) mosquitoes can transmit deadly arboviruses and are globally invasive due to their ability to survive in both tropical and temperate climates. Although adults cannot survive harsh winters, females are capable of anticipating seasonal change and producing overwintering diapause (DP) eggs that remain in a state of arrested development over the winter and hatch when favorable conditions return in the spring. While low temperatures can facilitate DP entry under short photoperiods, temperature signals alone are not sufficient to induce DP. METHODOLOGY/PRINCIPAL FINDINGS To identify maternal phenotypes predictive of DP egg production in laboratory conditions, we characterized aspects of maternal physiology and behavior to identify those that correlate with DP egg production and changes in photoperiod, versus changes in temperature. Neither changes in temperature nor photoperiod impacted protein preference, blood meal consumption, or total number of eggs produced per female. Egg retention and oviposition timing were influenced by temperature, independent of DP egg production. However, females housed under short photoperiod conditions showed increased starvation resistance, despite showing similar levels of locomotor activity and internal stores of triacylglycerols, glucose, glycogen, and trehalose compared to females housed in long photoperiods. CONCLUSIONS/SIGNIFICANCE These results suggest that temperature and photoperiod differentially affect maternal phenotypes and identify starvation resistance as a maternal phenotype that is influenced by photoperiod and correlates with DP egg status.
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Affiliation(s)
- In Hae Lee
- Department of Biological Sciences, Columbia University, New York, New York, United States of America
| | - Anthony S. Lee
- Department of Biological Sciences, Columbia University, New York, New York, United States of America
| | - Helen V. Kogan
- Department of Biological Sciences, Columbia University, New York, New York, United States of America
| | - Linhan Dong
- Department of Biological Sciences, Columbia University, New York, New York, United States of America
| | - Laura B. Duvall
- Department of Biological Sciences, Columbia University, New York, New York, United States of America
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Rose NH, Shepard JJ, Ayala D. Establishing Colonies from Field-Collected Mosquitoes: Special Accommodations for Wild Strains. Cold Spring Harb Protoc 2024; 2024:pdb.top107654. [PMID: 37208146 DOI: 10.1101/pdb.top107654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
A researcher may have many reasons for wanting to establish new laboratory colonies from field-collected mosquitoes. In particular, the ability to study the diversity found within and among natural populations in a controlled laboratory environment opens up a wide range of possibilities for understanding how and why burdens of vector-borne disease vary over space and time. However, field-collected mosquitoes are often more difficult to work with than established laboratory strains, and considerable logistical challenges are involved in safely transporting field-collected mosquitoes into the laboratory. Here, we provide advice for researchers working with Aedes aegypti, Anopheles gambiae, and Culex pipiens, as well as notes on other closely related species. We provide guidance on each stage of the life cycle and highlight the life stages for which it is easiest to initiate new laboratory colonies for each species. In accompanying protocols, we provide methods detailing Ae. aegypti egg collection and hatching as well as how to transport larvae and pupae from the field.
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Affiliation(s)
- Noah H Rose
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey 08544, USA
- Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey 08544, USA
| | - John J Shepard
- Department of Entomology and Center for Vector Biology and Zoonotic Diseases, The Connecticut Agricultural Experiment Station, New Haven, Connecticut 06511, USA
| | - Diego Ayala
- MIVEGEC, Univ. Montpellier, CNRS, IRD, Montpellier BP 64501, 34394, France
- Medical Entomology Unit, Institut Pasteur de Madagascar, Antananarivo BP1274, 101, Madagascar
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Field EN, Smith RC. Seasonality influences key physiological components contributing to Culex pipiens vector competence. FRONTIERS IN INSECT SCIENCE 2023; 3:1144072. [PMID: 38469495 PMCID: PMC10926469 DOI: 10.3389/finsc.2023.1144072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 05/12/2023] [Indexed: 03/13/2024]
Abstract
Mosquitoes are the most important animal vector of disease on the planet, transmitting a variety of pathogens of both medical and veterinary importance. Mosquito-borne diseases display distinct seasonal patterns driven by both environmental and biological variables. However, an important, yet unexplored component of these patterns is the potential for seasonal influences on mosquito physiology that may ultimately influence vector competence. To address this question, we selected Culex pipiens, a primary vector of the West Nile virus (WNV) in the temperate United States, to examine the seasonal impacts on mosquito physiology by examining known immune and bacterial components implicated in mosquito arbovirus infection. Semi-field experiments were performed under spring, summer, and late-summer conditions, corresponding to historically low-, medium-, and high-intensity periods of WNV transmission, respectively. Through these experiments, we observed differences in the expression of immune genes and RNA interference (RNAi) pathway components, as well as changes in the distribution and abundance of Wolbachia in the mosquitoes across seasonal cohorts. Together, these findings support the conclusion that seasonal changes significantly influence mosquito physiology and components of the mosquito microbiome, suggesting that seasonality may impact mosquito susceptibility to pathogen infection, which could account for the temporal patterns in mosquito-borne disease transmission.
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Affiliation(s)
| | - Ryan C. Smith
- Department of Plant Pathology, Entomology and Microbiology, Iowa State University, Ames, IA, United States
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