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Indoor Resting Behavior of Aedes aegypti (Diptera: Culicidae) in Acapulco, Mexico

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  • Secretaria de Salud del Estado de Veracruz

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The markedly anthropophilic and endophilic behaviors of Aedes aegypti (L.) make it a very efficient vector of dengue, chikungunya, and Zika viruses. Although a large body of research has investigated the immature habitats and conditions for adult emergence, relatively few studies have focused on the indoor resting behavior and distribution of vectors within houses. We investigated the resting behavior of Ae. aegypti indoors in 979 houses of the city of Acapulco, Mexico, by performing exhaustive indoor mosquito collections to describe the rooms and height at which mosquitoes were found resting. In total, 1,403 adult and 747 female Ae. aegypti were collected, primarily indoors (98% adults and 99% females). Primary resting locations included bedrooms (44%), living rooms (25%), and bathrooms (20%), followed by kitchens (9%). Aedes aegypti significantly rested below 1.5 m of height (82% adults, 83% females, and 87% bloodfed females); the odds of finding adult Ae. aegypti mosquitoes below 1.5 m was 17 times higher than above 1.5 m. Our findings provide relevant information for the design of insecticide-based interventions selectively targeting the adult resting population, such as indoor residual spraying.
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Short Communication
Indoor Resting Behavior of Aedes aegypti
(Diptera: Culicidae) in Acapulco, Mexico
Felipe Dzul-Manzanilla,
1
Je´ sus Ibarra-L
opez,
1
Wilbert Bibiano Mar
ın,
2
Andre´ s Martini-Jaimes,
3
Joel Torres Leyva,
4
Fabi
an Correa-Morales,
1
Her
on Huerta,
5
Pablo Manrique-Saide,
2
and Gonzalo Vazquez M. Prokopec
6,7
1
Centro Nacional de Programas Preventivos y Control de Enfermedades (CENAPRECE), Secretaria de Salud, Eje 4 Sur Benjam
ın
Franklin, Escand
on, Ciudad de Mexico, Mexico (fdzul@me.com; ibarrajosejesus@gmail.com; fabiancorrea@msn.com),
2
Unidad
Colaborativa para Bioensayos Entomol
ogicos, Departamento de Zoolog
ıa, Campus de Ciencias Biol
ogicas y Agropecuarias,
Universidad Aut
onoma de Yucat
an, Carretera Me´rida-Xmatkuil Km. 15.5, Merida, Yucatan, Me´xico (wbm.biol@gmail.com;
pablo_manrique2000@hotmail.com),
3
Servicios Estatales de Salud de Guerrero, Guerrero, Ruffo Figueroa SN, Burocratas, 39090
Chilpancingo de los Bravo, Mexico (entomo_martini@hotmail.com),
4
Unidad Acade´mica de Matem
aticas, Universidad Aut
onoma
de Guerrero, Av. Javier Muˆ`ndez Aponte 1, Fraccionamiento Servidor Agrario, Guerrero, Mexico (joel.torres.leyva@gmail.com),
5
Instituto de Diagn
ostico y Referencia Epidemiol
ogicos (InDRE), Secretaria de Salud, Ciudad de Mexico, Francisco de P.
Miranda 177, Lomas de Plateros, Mexico (cerato_2000@yahoo.com),
6
Department of Environmental Sciences, Emory University,
400 Dowman Dr., Atlanta, GA, 30322 USA (gmvazqu@emory.edu), and
7
Corresponding author, e-mail: gmvazqu@emory.edu
Subject Editor: Jonathan Day
Received 17 August 2016; Editorial decision 24 October 2016
Abstract
The markedly anthropophilic and endophilic behaviors of Aedes aegypti (L.) make it a very efficient vector of
dengue, chikungunya, and Zika viruses. Although a large body of research has investigated the immature habi-
tats and conditions for adult emergence, relatively few studies have focused on the indoor resting behavior and
distribution of vectors within houses. We investigated the resting behavior of Ae. aegypti indoors in 979 houses
of the city of Acapulco, Mexico, by performing exhaustive indoor mosquito collections to describe the rooms
and height at which mosquitoes were found resting. In total, 1,403 adult and 747 female Ae. aegypti were
collected, primarily indoors (98% adults and 99% females). Primary resting locations included bedrooms (44%),
living rooms (25%), and bathrooms (20%), followed by kitchens (9%). Aedes aegypti significantly rested below
1.5 m of height (82% adults, 83% females, and 87% bloodfed females); the odds of finding adult Ae. aegypti
mosquitoes below 1.5 m was 17 times higher than above 1.5 m. Our findings provide relevant information for
the design of insecticide-based interventions selectively targeting the adult resting population, such as indoor
residual spraying.
Key words: mosquito abundance, dengue, indoor residual spraying, vector behavior
Aedes aegypti (L.) is one of the world’s most widely distributed
mosquito species and, as a vector of dengue, yellow fever, chi-
kungunya, and Zika viruses, a major contributor to the global
burden of mosquito-borne illness (Bhatt et al. 2013,Brady et al.
2014). Remarkable behavioral and ecological attributes make
this mosquito an efficient vector. Aedes aegypti is well-adapted
to completing its entire life cycle within urban areas in and
around houses, primarily feeding on humans at a very high fre-
quency (<2 d), a trait that leads to very high human–mosquito
contacts and dengue virus attack rates (Kuno 1995,De
Benedictis et al. 2003,Stoddard et al. 2013,Liebman et al.
2014). Given that Ae. aegypti is primarily found indoors (Perich
et al. 2000,Chadee 2013) and that both males and females
seldom disperse beyond 100 m (Harrington et al. 2005,Russell
et al. 2005), identifying the environmental and behavioral condi-
tions that influence its resting behavior is crucial for devising in-
novative targets for vector control.
Early studies on the resting behavior of Ae. aegypti in Thailand
have shown that the mosquito predominantly rests indoors, primar-
ily on hanging objects (over 90% of all collected specimens; Pant
and Yasuno 1971). In contrast, studies performed in Panama (where
houses are built with concrete and are more enclosed than the
wooden and often elevated houses found in Thailand) have shown
that Ae. aegypti rests both in walls and objects and that 57–64% of
adults rest below 1 m of height and predominantly inside bedrooms
and on surfaces made of cement, wood, and cloth (Perich et al.
V
CThe Authors 2016. Published by Oxford University Press on behalf of Entomological Society of America.
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Journal of Medical Entomology, 2016, 1–4
doi: 10.1093/jme/tjw203
Short Communication
Journal of Medical Entomology Advance Access published December 23, 2016
by guest on December 23, 2016http://jme.oxfordjournals.org/Downloaded from
2000). Data from Iquitos, Peru, provided further evidence of mos-
quitoes resting at low heights (Vazquez-Prokopec et al. 2009), a pat-
tern also supported by observational studies in experimental huts
performed in Thailand (Tainchum et al. 2013).
During the yellow fever eradication campaign in the Americas,
the perifocal residual spraying of DDT or malathion applied directly
to actual breeding habitats and adjacent resting places was very ef-
fective at controlling Ae. aegypti (Soper 1965). More recently, in
Australia, selective indoor residual spraying (IRS) applications in
known Ae. aegypti resting locations (e.g., under furniture, closets,
lower walls, dark areas) not only reduced intervention costs but also
provided an unparalleled effectiveness against dengue (Ritchie et al.
2002;Vazquez-Prokopec et al. 2010a,b). Before such results could
be translated to existing Ae. aegypti programs in endemic areas
(which may differ from Australia in building construction and avail-
ability of potential resting sites), more research is needed about the
applicability and acceptability of selective IRS. In this study, we
quantified Ae. aegypti indoor resting behavior in the city of
Acapulco (Mexico) and discuss the relevance of our findings for the
adoption of selective IRS, as an alternative to “traditional” IRS for
Anopheles spp. mosquitoes, for the control of Aedes vectors in ur-
ban areas within the Americas.
Material and Methods
Study Area
The study was performed in the city of Acapulco (3243014320
N, 86420118220W), in the State of Guerrero, located in the
Pacific coast of southern Mexico. Acapulco has a population of ap-
proximately 789,971 living in 360,000 households (INEGI, 2014).
From the total households in the city, 10% lacks domestic piped wa-
ter supply, and 60% receives water sporadically within a scheduled
plan. The lack of a reliable water supply promotes the need for wa-
ter storage, leading to the permanent presence of large tanks and
drums. Consequently, Ae. aegypti abundance and productivity are
very high (Che-Mendoza et al. 2015,Manrique-Saide et al. 2015).
Entomologic Surveys
A cross-sectional entomologic study was performed between
February-March and August-September 2013 to collect resting Ae.
aegypti adult mosquitoes within 26 neighborhoods of Acapulco. In
each neighborhood, city blocks were randomly selected, aiming to
obtain a minimum of 10 blocks per neighborhood. Once city blocks
were identified, one house per side of the block was randomly se-
lected for exhaustive entomological surveys. Collections were car-
ried out by four teams composed of three entomologists each from
0800 to 1500 hours using Prokopack aspirators (Vazquez-Prokopec
et al. 2009). Given that our goal was to compare the abundance of
resting Ae. aegypti within houses, we standardized our aspiration
time to not last more than 10 min per house (Getis et al. 2003,
LaCon et al. 2014), with two technicians collecting indoors and a
third one outdoors. Indoors, collections were stratified by height by
having one technician collecting mosquitoes from the bottom (<1.5
m) walls and resting sites and another technician collecting from the
top wall (and any objects or spaces that may serve as resting areas)
and ceiling (>1.5 m) using a telescopic aspirator handle, as previ-
ously described (Vazquez-Prokopec et al. 2009). Prior to the study,
technicians measured the angle of their arm on a wall with a hori-
zontal line marking the 1.5 m threshold. Both technicians collecting
indoors worked simultaneously on each room, with the technician
collecting at <1.5 m starting from the wall located on the right side
of the room’s door and the technician collecting >1.5 m starting
from the wall located on the left (this procedure made collection
time comparable above and below 1.5 m). The same procedure
was followed on each room by using different collection cups per
room (i.e., living-dining room, bedrooms, kitchen, bathroom).
Backyard (patio) collections were also stored on a separate cup,
but not stratified by height. All cups containing at least one mos-
quito were transported to the State Laboratory for further process-
ing, which involved species identification, sex identification, and
determination of level of engorgement (as bloodfed or non-
bloodfed) following the methods described by Vazquez-Prokopec
et al. (2009). We considered the indoor entomological collections
(<1.5 and >1.5 m) within each house as matched pairs and used
conditional logistic regression models to evaluate differences in
collections by height using the function clogit in the R package
Survival (Therneau and Grambsch 2013).
Results and Discussion
From 979 premises accessed and examined, 593 (60.6%) were in-
fested with Ae. aegypti adult mosquitoes and 452 (46.2%) with fe-
male Ae. aegypti. The total number of adult Ae. aegypti collected
was 1,403 (of which 747 were females). More than half of the fe-
males (473, 63.3%) showed evidence of a recent bloodmeal. The av-
erage (SD) number of Ae. aegypti collected per house was 0.72
(1.23), and the average per positive house was 1.87 (1.34,
range ¼1–12 mosquitoes). Most of the collections were obtained in-
doors (98% positive for adult and 99% for female Ae. aegypti)in
comparison with patios. Aedes aegypti adults predominantly rested
in bedrooms (44%), followed by living rooms (25%), bathrooms
(20%), and kitchens (9%). When stratified by height, 82% (1,151/
1,403) of all adults, 83% (626/747) of all females, and 87% (410/
473) of all bloodfed females were found resting below 1.5 m.
Plotting the household abundance also shows that the predominance
of Ae. aegypti below 1.5 m occurred across all indoor abundance
values (Fig. 1). A very low fraction of infested houses (3.9–7.1%)
had Ae. aegypti mosquitoes (adults, females, or bloodfeds) resting
only in the upper wall and ceiling (Table 1). Thus, the sensitivity of
collections (i.e., the percentage of infested houses detected by aspira-
tion) varied dramatically if collections were performed only in the
lower wall (93–96%) or only in the upper wall and ceiling (17–
30%; Table 1). The odds of finding adult Ae. aegypti mosquitoes
resting below 1.5 m was 17 times higher than the odds of finding
mosquitoes resting above 1.5 m (conditional logistic regression
model, odds ratio, OR ¼17.96; 95% CI ¼11.80–27.33; Wald
test ¼181.7; df ¼1; P<0.001). Similar OR values were calculated
for female Ae. aegypti (OR ¼11.0; 95% CI¼7.66–15.80; Wald
test ¼168.7; df¼1; P<0.001) and bloodfed female Ae. aegypti
(OR ¼11.87, 95% CI ¼7.76–18.17; Wald test ¼129.8; df ¼1;
P<0.001).
There is strong consensus in the scientific and public health com-
munities that current vector control tools against Ae. aegypti have
limited entomological efficacy and unknown epidemiological impact
(Bowman et al. 2016). Although several novel methods (Wolbachia,
genetically modified mosquitoes) show a promising outlook (Achee
et al. 2015), more evidence of their epidemiological impact is re-
quired before they are available for widespread implementation
(Reiner et al. 2016). Thus, insecticide-based interventions directed
to the adult resting population represent a relevant approach for Ae.
aegypti control and disease prevention. In Acapulco, where houses
are made of brick and mortar, bedrooms are the key Ae. aegypti
2Journal of Medical Entomology, 2016, Vol. 0, No. 0
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resting location, and the vast majority of adult mosquitoes rest be-
low 1.5 m. Our observations confirm, with a much larger sample
size, initial findings from Iquitos, Peru, showing that of 56 Ae.
aegypti collected indoors, 82% were found resting below 1.5 m
(Vazquez-Prokopec et al. 2009), and observations from Thailand
(where houses were elevated on wooden poles and had wooden
walls and unscreened windows) showing 57–64% of adults rest be-
low 1 m (Perich et al. 2000).
The “traditional” approach for IRS (used for Anopheles spp. and
other disease vectors) relies on impregnation of the entire wall with in-
secticides (World Health Organization 2006). Such spraying requires
moving all furniture and removing picture frames or other objects
from walls, which increases the time it takes to spray a house (and re-
quires householders to prepare premises before spraying). This is a
major barrier for community acceptance of traditional IRS in urban
areas (Paz-Soldan et al. 2016). The finding of a strong preference by
Ae. aegypti for resting below 1.5 m has important practical implica-
tions for the consideration of “selective” IRS (Ritchie et al. 2002)asa
possible approach for controlling Ae. aegypti in the Americas. Our re-
sults also suggest that not spraying kitchens (a key area where con-
tamination of food items with insecticides is very likely) may not lead
to a dramatic loss of insecticidal coverage to control resting mosqui-
toes. In urban areas such as Acapulco, the selective application of re-
sidual insecticides to which Ae. aegypti is not resistant in resting areas
located below 1.5 m can not only reach the majority of the vector
population but also reduce operational time of spraying a house, the
operators’ exposure to insecticides, and the per-household interven-
tion costs and increase community acceptance. Such increases in effi-
ciency can favor the adoption of this expensive and labor-intensive
vector control method under specific circumstances. Specifically, we
Table 1. House positivity by different Ae. aegypti adult indices, stratified by height of collection indoors (low, <1.5 m; high, >1.5 m and
ceiling)
Adult Index Negative houses Ae. aegypti presence, No. houses (% positive houses) Sensitivity (%)
Low High Both Low High
Adults 386 413 (69.6) 23 (3.9) 157 (26.5) 96.1 30.4
Females 527 352 (77.9) 32 (7.1) 68 (15.0) 92.9 22.1
Bloodfeds 649 273 (82.7) 23 (7.0) 34 (10.3) 93.0 17.3
Sensitivity indicates the percentage of detection of infested houses when collections are done in the lower or only in the higher walls.
Fig. 1. Distribution of paired Ae. aegypti abundances inside houses stratified by collection height. Each symbol indicates an abundance occurrence (e.g., the point
at [x ¼12, y ¼0] shows a house that had 12 Ae. aegypti below 1.5 m and none above 1.5 m). The size of the spheres is proportional to the number of houses with
a given Ae. aegypti abundance above and below 1.5 m (e.g., the largest sphere indicates that 205 houses had the values [1,0], whereas the smallest spheres rep-
resent a single house). The dashed line indicates the point of indifference, where abundance is the same above and below 1.5 m.
Journal of Medical Entomology, 2016, Vol. 0, No. 0 3
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feel that performing selective IRS can be suitable for the emergency
control of Ae. aegypti in homes of pregnant woman (or other high-
risk groups) in areas currently experiencing Zika virus transmission.
Acknowledgments
We thank the Secretaria de Salud from Guerrero State for the operational sup-
port provided to conduct this research and the residents of Acapulco for
kindly allowing us to enter their homes. This research was supported by
Consejo de Ciencia y Tecnolog
ıa and the Government of Guerrero State
(GUE-2008-01-91330, Dzul-Manzanilla, PI) and the National Science
Foundation (NSF/EEID/RAPID: 1640698, Vazquez-Prokopec, PI).
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... Once a sufficient amount of ingested blood has triggered both the inhibition of hostseeking behaviour and initiation of the gonotrophic cycle, engorged females find a sheltered place to rest and develop eggs [60,144]. A high proportion of resting Aaa females collected indoors are blood fed or gravid [119,124,145], which suggests a tendency to digest the blood meal and mature the eggs inside houses. ...
... Blood fed, gravid, and unfed females are attracted to non-reflective dark surfaces [146,147] and will remain at rest on dark clothing [48,144,148], on clothing, bed covers, furniture, doors, walls, ceiling [119], in darkened areas of the rooms [149], and on both exposed and unexposed surfaces [150] in close proximity to their larval development site. Variously, they are reported to have no marked preference for any particular height [119] or prefer resting below 1.5 m height [145,150,151], but there is common agreement on bedrooms as the place in the house where the majority of individuals are collected [47,75,145,150]. ...
... Blood fed, gravid, and unfed females are attracted to non-reflective dark surfaces [146,147] and will remain at rest on dark clothing [48,144,148], on clothing, bed covers, furniture, doors, walls, ceiling [119], in darkened areas of the rooms [149], and on both exposed and unexposed surfaces [150] in close proximity to their larval development site. Variously, they are reported to have no marked preference for any particular height [119] or prefer resting below 1.5 m height [145,150,151], but there is common agreement on bedrooms as the place in the house where the majority of individuals are collected [47,75,145,150]. ...
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Aedes aegypti is a ubiquitous vector of arboviruses mostly in urbanised areas throughout the tropics and subtropics and a growing threat beyond. Control of Ae. aegypti is difficult and costly, and no vaccines are available for most of the viruses it transmits. With practical control solutions our goal, ideally suitable for delivery by householders in affected communities, we reviewed the literature on adult Ae. aegypti biology and behaviour, within and close to the human home, the arena where such interventions must impact. We found that knowledge was vague or important details were missing for multiple events or activities in the mosquito life cycle, such as the duration or location of the many periods when females rest between blood feeding and oviposition. The existing body of literature, though substantial, is not wholly reliable, and evidence for commonly held “facts” range from untraceable to extensive. Source references of some basic information are poor or date back more than 60 years, while other information that today is accepted widely as “fact” is not supported by evidence in the literature. Many topics, e.g., sugar feeding, resting preferences (location and duration), and blood feeding, merit being revisited in new geographical regions and ecological contexts to identify vulnerabilities for exploitation in control.
... The effectiveness of IRS relies on knowledge of where mosquitoes rest and therefore, targeted IRS should focus on areas where adult mosquitoes are most likely to rest. Adult Ae. aegypti generally rest indoors rather than outdoors [7,8], especially on lower parts of walls and can vary depending on the type of room (kitchen vs. bedroom for example) [9,10]. Resting preference is believed to be in uenced by the type of surface, with a preference for cloth, wood and cement [7]. ...
... Similar results were found in Trinidad, Mexico and Panama where female Ae. aegypti generally rested in bedrooms, but less so in bathrooms [7,8,10]. Culex spp. ...
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Background: Aedes aegypti is a vector of several arboviruses, notably dengue virus (DENV), which causes dengue fever and more severe forms such as hemorrhagic fever. Vector control is currently the main method to control dengue outbreaks. Effective vector control strategies require an understanding of aspects of the bioecology of the vector, including resting behavior. The aims of this study were to investigate the resting behavior of Ae. aegypti in selected houses in northeastern Thailand. Methods: Mosquitoes were collected in 60 houses in each of two rural and two urban sites in northeastern Thailand. Household characteristics were ascertained. Mosquitoes were collected from May to August 2019 during two collection times (morning/afternoon), in four room types (bedroom, bathroom, living room and kitchen) in each house and at three wall heights (<0.75m, 0.75-1.5m, >1.5m) using a battery-driven aspirator and sticky traps. Collected mosquitoes were identified and dengue virus detected in Ae. aegypti. Association analyses between location, household variables, geckos and mosquito abundances were performed. Results: A total of 2,874 mosquitoes were collected by aspirators and 1,830 by sticky traps. Aedes aegypti and Culexspp. accounted for 44.8% and 53.2% of the specimens, respectively. Only 2.1% were Ae. albopictus. Ae. aegypti and Culex spp. rested most abundantly at intermediate and low heights in bedrooms and bathrooms. Clothes hanging at intermediate heights were associated with higher numbers of Ae. aegypti in rural settings. The absence of eaves, low wind flow and hanging clothes were associated with more Culex spp. in urban settings. Infrequent use of fogging or larval control was associated with high numbers of Culex spp. and Ae. aegypti. Overall, there seemed to be no clear relationships between sticky-trap collected geckos and Ae. aegypti or Culex spp. abundances. Conclusions: Knowledge of indoor resting behavior of adult mosquitoes and associated environmental factors can guide the choice of the most appropriate and effective vector control method. Our work suggests that vector control using Targeted Indoor Residual Spraying focusing on walls at heights lower than 1.5 m in bedrooms and bathrooms could be part of an integrated effective strategy for dengue vector control.
... Afterward, intensified trade with Asia during the 18th and 19th centuries and troop movements during World War II (Powell et al., 2013) caused a further expansion of its geographical distribution. The incredible range expansion experienced by this species has been facilitated by particular biological traits such as i) high preference for human hosts (anthropophily; Cebrián-Camisón et al., 2020), which is channeled by genetic traits linked to behavioural and physiological evolutionary advantages (Harrington et al., 2001;McBride et al., 2014), ii) exploitation of buildings as shelter, hide and resting indoor sites (endophily) to avoid unfavourable environmental conditions (Dzul-Manzanilla et al., 2017;Gloria-Soria et al., 2018), and iii) selection of artificial containers for oviposition and subsequent larval development (eusynantrophy; Christophers, 1960a). Whilst the range expansion of the yellow fever mosquito has occurred over centuries, the globalization in the XXth and XXIst centuries has contributed to an extraordinary rapid range expansion of Aedes (Stegomyia) albopictus (Skuse, 1895), commonly known as the "Asian tiger mosquito". ...
... Aedes aegypti efficiently transmit several viruses to humans, including Yellow Fever, Dengue, Chikungunya, Zika, Rift Valley, Mayaro and Eastern Equine Encephalitis Viruses (Leta et al., 2018;Näslund et al., 2021;da Silva Neves et al., 2021). This "capacity" to transmit viruses is the result of several eco-evolutionary traits that are specific to the species: i) high preference for human hosts (anthropophily), which is channelled by genetic traits linked to behavioural and physiological evolutionary advantages (Harrington et al., 2001;McBride et al., 2014), ii) exploitation of human dwellings and architectures as shelter, hide and resting indoor sites (endophily) to avoid unfavourable environmental conditions (Dzul-Manzanilla et al., 2017;Gloria-Soria et al., 2018), and iii) selection of artificial containers for oviposition and subsequent larval development (eusynantrophy; Christophers, 1960a). ...
Thesis
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Understanding the causal processes determining the geographical distribution of species is a fundamental question in ecology but has relevant implications in epidemiology. Infectious diseases are a public health concern for humans, livestock, and wildlife, and their relevance has fostered the interest in tools allowing the delineation of areas at risk for pathogen transmission. In the past two decades, the prompt availability of new spatio-temporal explicit datasets and coding environments has led to extensive use of modelling tools to infer the geographical distribution of the species involved in infectious disease systems. However, the validity of these models was questioned, underlining the lack of biological realism and causal-based reasoning as the main limitations. In this doctoral dissertation, I tried to include biological realism and a causal-based perspective on correlative and mechanistic modelling approaches aiming to infer the spatio-temporal distribution of vector and host species involved in vector-borne disease systems. I first applied the modelling relation framework in a species distribution modelling exercise through the Structural Equation Modelling approach, a methodology that includes and evaluates causal pathways within a linear modelling framework. I moved towards mechanistic models and built dynamAedes, a spatially-explicit model inferring the population dynamic of four Aedes mosquito species at different spatial scales. I then explored how the choice of the model parameters and spatial scales affect the outcomes of an epidemiological model estimating the number of Chikungunya’s secondary cases. Finally, since host abundance is an epidemiological parameter as substantial as vector abundance, I presented a downscaling methodology to disaggregate livestock censuses aggregated at different administrative unit levels. The results highlighted how a causal-based approach increases the biological realism and predictive accuracy of the modelling approaches tested. However, the knowledge of essential biological parameters is scattered, fragmented and not standardized, affecting the models’ outcome quality and reliability. The choice of the spatial scale affects as well the models' outputs, as coarser training and testing datasets produce, on average, better results because of the effects of the Modifiable Areal Unit Problem. To amend such limitations and promote the effective use of spatial-explicit model outputs for public health decisions, clear communication and dialogue with policymakers are essential to enable them to understand the assumptions of the models and the uncertainty of their predictions.
... Backpack aspiration (ASP): Battery-powered aspirators collect mosquitoes directly from their resting sites and are considered one of the most effective methods for collecting Ae. aegypti and other mosquitoes in domestic environments [36,[42][43][44][45]. In our study, backpack aspiration was performed at each collection site, the day after collecting either BGS or CDC traps, since ADT remained 7 days in the field. ...
Article
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Using collection methods for Aedes adults as surveillance tools provides reliable indices and arbovirus detection possibilities. This study compared the effectiveness of different methods for collecting Ae. aegypti and Ae. albopictus and detecting arboviruses circulating in field-caught female specimens. Collection sites were defined in urban, peri-urban, and rural landscapes in two Brazilian cities. Collections were performed using Adultraps (ADT), BG-Sentinel (BGS), CDC-like traps (CDC), and indoor (ASP-I) and outdoor (ASP-O) aspiration during the rainy and dry seasons of 2015 and 2016. Generalized linear mixed models were used to model the effectiveness of each collection method. A total of 434 Ae. aegypti and 393 Ae. albopictus were collected. In total, 64 Ae. aegypti and sixteen Ae. albopictus female pools were tested for DENV, CHIKV, ZIKV, or YFV; none were positive. Positivity and density were linear at low densities (
... m outdoors. These observations are quite different from those of studies undertaken in Iquitos, Peru [58] and Acapulco, Mexico [73], which showed that of 56 and 626 Ae. aegypti collected indoors, respectively, 82% rested at a height of less than 1.5 m. Resting height may have major implications for the efficacy of indoor residual spraying due to the exophilic behaviours of some Aedes mosquitoes. ...
Article
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Background Vector control is the main intervention used to control arboviral diseases transmitted by Aedes mosquitoes because there are no effective vaccines or treatments for most of them. Control of Aedes mosquitoes relies heavily on the use of insecticides, the effectiveness of which may be impacted by resistance. In addition, rational insecticide application requires detailed knowledge of vector distribution, dynamics, resting, and feeding behaviours, which are poorly understood for Aedes mosquitoes in Africa. This study investigated the spatiotemporal distribution and insecticide resistance status of Aedes aegypti across ecological extremes of Ghana. Methods Immature mosquitoes were sampled from containers in and around human dwellings at seven study sites in urban, suburban, and rural areas of Ghana. Adult Aedes mosquitoes were sampled indoors and outdoors using Biogents BG-Sentinel 2 mosquito traps, human landing catches, and Prokopack aspiration. Distributions of immature and adult Aedes mosquitoes were determined indoors and outdoors during dry and rainy seasons at all sites. The phenotypic resistance status of Aedes mosquitoes to insecticides was determined using World Health Organization susceptibility bioassays. The host blood meal source was determined by polymerase chain reaction. Results A total of 16,711 immature Aedes were sampled, with over 70% found in car tyres. Significantly more breeding containers had Aedes immatures during the rainy season (11,856; 70.95%) compared to the dry season (4855; 29.05%). A total of 1895 adult Aedes mosquitos were collected, including Aedes aegypti (97.8%), Aedes africanus (2.1%) and Aedes luteocephalus (0.1%). Indoor sampling of adult Aedes yielded a total of 381 (20.1%) and outdoor sampling a total of 1514 (79.9%) mosquitoes ( z = − 5.427, P = 0.0000) over the entire sampling period. Aedes aegypti populations were resistant to dichlorodiphenyltrichloroethane at all study sites. Vectors showed suspected resistance to bendiocarb (96–97%), permethrin (90–96%) and deltamethrin (91–96%), and were susceptible to the organophosphate for all study sites. Blood meal analysis showed that the Aedes mosquitoes were mostly anthropophilic, with a human blood index of 0.9 (i.e. humans, 90%; human and dog, 5%; dog and cow, 5%). Conclusions Aedes mosquitoes were found at high densities in all ecological zones of Ghana. Resistance of Aedes spp. to pyrethroids and carbamates may limit the efficacy of vector control programmes and thus requires careful monitoring. Graphical abstract
Article
Introduction: Dengue Fever (DF) is a disease spread by Aedes spp. caused by dengue virus infection. The study aimed to identify the density of egg and larval Aedes spp. stages and the characteristics of their habitat in dengue-endemic areas in Ternate City in September 2021. Methods: the research was conducted in four dengue-endemic villages in Ternate City, including Sangaji, Maliaro, Bastiong Karance, and Bastiong Talangame. In 80 households, egg density was determined utilizing ovitrap placement of up to two pieces per dwelling, one inside and one outside the house. After a week of ovitrap installation, the filter paper was collected, and the ovitrap index value was calculated. The value of the House Index (HI), Container Index (CI), and Breuteu Index (BI) was used to calculate the larval density. The type and materials of the containers were used to assess the parameters of the larval environment. Results: The ovitrap index value in the four sub-districts was categorized as moderate level 3 (27.50% -36.25%). The highest larval density was found in Sangaji Village (HI = 81%), while the lowest was in Bastion Talangame Village (HI = 70%). The highest CI and BI values were found in Bastiong Karance Village (CI=51.5% and BI=190%), and the lowest was in Maliaro Village (CI=37.5% and BI=128%). Density figures in all endemic villages have a high larval density with a value of 8. Conclusion: There was no significant difference (p>0.05) between the types and the materials of containers in each village in DF endemic areas. The high density of the egg and larval stage and the information characteristic of habitat Aedes spp. Could be considered the basis of information dengue vector prevention and control in Ternate City.
Article
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Insecticide-based approaches remain a key pillar for Aedes-borne virus (ABV, dengue, chikungunya, Zika) control, yet they are challenged by the limited effect of traditional outdoor insecticide campaigns responding to reported arboviral cases and by the emergence of insecticide resistance in mosquitoes. A three-arm Phase II unblinded entomological cluster randomized trial was conducted in Merida, Yucatan State, Mexico, to quantify the entomological impact of targeted indoor residual spraying (TIRS, application of residual insecticides in Ae. aegypti indoor resting sites) applied preventively 2 months before the beginning of the arbovirus transmission season. Trial arms involved the use of two insecticides with unrelated modes of action (Actellic 300CS, pirimiphos-methyl, and SumiShield 50WG, clothianidin) and a control arm where TIRS was not applied. Entomological impact was quantified by Prokopack adult collections performed indoors during 10 min per house. Regardless of the insecticide, conducting a preventive TIRS application led to significant reductions in indoor Ae. aegypti densities, which were maintained at the same levels as in the low arbovirus transmission period (Actellic 300CS reduced Ae. aegypti density up to 8 months, whereas SumiShield 50WG up to 6 months). The proportional reduction in Ae. aegypti abundance in treatment houses compared to control houses was 50–70% for Actellic 300CS and 43–63% for SumiShield 50WG. Total operational costs including insecticide ranged from US$4.2 to US$10.5 per house, depending on the insecticide cost. Conducting preventive residual insecticide applications can maintain Ae. aegypti densities at low levels year-round with important implications for preventing ABVs in the Americas and beyond.
Article
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Mosquito species belonging to the genus Aedes have attracted the interest of scientists and public health officers because of their capacity to transmit viruses that affect humans. Some of these species were brought outside their native range by means of trade and tourism and then colonised new regions thanks to a unique combination of eco-physiological traits. Considering mosquito physiological and behavioural traits to understand and predict their population dynamics is thus a crucial step in developing strategies to mitigate the local densities of invasive Aedes populations. Here, we synthesised the life cycle of four invasive Aedes species (Ae. aegypti, Ae. albopictus, Ae. japonicus and Ae. koreicus) in a single multi-scale stochastic modelling framework which we coded in the R package dynamAedes. We designed a stage-based and time-discrete stochastic model driven by temperature, photo-period and inter-specific larval competition that can be applied to three different spatial scales: punctual, local and regional. These spatial scales consider different degrees of spatial complexity and data availability by accounting for both active and passive dispersal of mosquito species as well as for the heterogeneity of the input temperature data. Our overarching aim was to provide a flexible, open-source and user-friendly tool rooted in the most updated knowledge on the species’ biology which could be applied to the management of invasive Aedes populations as well as to more theoretical ecological inquiries. Graphical Abstract
Article
Mosquito-borne diseases such as dengue, chikungunya, and malaria have long been a health and economic burden in our society. Such illnesses develop after the pathogen, here arboviruses, are transmitted to humans by female mosquitoes during blood meals. In the case of dengue and chikungunya, such pathogens are transmitted to humans by infected Aedes aegypti females. Prior to feeding the insects rest on vertical surfaces. In this work, a surface roughness threshold was observed for live Aedes aegypti colonies, and below a root-mean-squared roughness of S q < 0.124 μm the mosquitoes were physically incapable of gripping vertical substrates. This roughness threshold was unaffected by surface wettability or relative humidity. The importance of topographical feature height was understood using a claw-hooking model considering friction. Local defects above this threshold allowed claw hooking to take place, emphasizing the importance of surface uniformity. An antimosquito coating was developed that reduced surface roughness below this threshold when it was applied to realistic surfaces such as wood, brick, wall laminates, and tile. Lowering the surface roughness below the threshold reduced the number of mosquitoes capable of landing on the surfaces by 100%: i.e., no mosquitoes were able to adhere to the treated surfaces. The ability to completely inhibit Aedes aegypti females from landing on surfaces represents a new vector-borne disease control strategy that does not suffer from the nontarget toxicity, resistance, or ecosystem disruption associated with conventional chemical control strategies.
Article
Understanding local geographical variation in vector density and bionomics related to virus transmission are critical for planning effective vector control programs to control dengue virus transmission. This study investigated the prevalence and resting behaviour of Aedes aegypti and Ae. albopictus in three dengue high-risk areas in the Colombo District, Sri Lanka. Monthly sampling of resting adult mosquitoes was conducted from August 2019 to February 2020. Thirty-seven percent of the households (289/776) harboured Aedes mosquitoes, and 603 Aedes mosquitoes were collected. The proportion of Ae. aegypti was higher in the overall collection during the collection period (94% [569/603]), and 62% (352/569) were females. Significant monthly variations in Ae. aegypti were observed with respect to the indices: number of females per surveyed house (F/SH; p=0.001), number of females per Aedes positive house (F/PH; p=0.029), adult house index (AHI; p=0.001), adult density (AD; p=0.005) and resting ratio (RR; p=0.001). AHI, AD, and RR had statistically significant positive correlations with monthly rainfall (p=0.001, p=0.011, and p=0.002 respectively) and one-month lagged dengue cases (p=.0.002, p=0.005, and p<0.001 respectively). A statistically significantly higher proportion of Ae. aegypti females were caught resting indoors (N=309, 88%) than outdoors (N=43, 12%; p<0.001). The most common resting areas were bedrooms (51%) & living/dining rooms (37%), and places were under or on furniture (47%) & hangings (34%) for Ae. aegypti. Conversely, 74% of female Ae. albopictus were collected outdoors. Results of this study could have strong implications to improve vector surveillance and control by early detection of dengue to detect outbreaks and minimization of disease transmission.
Article
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[Extract] Dengue virus (DENV) is a self-limiting illness in tropical and subtropical regions around the globe caused by four closely related, but distinct, virus serotypes (DENV-1, -2, -3, and -4) that are transmitted among humans by mosquitoes, primarily Aedes aegypti [1]. Approximately 4 billion people living in more than 128 countries are at risk of infection [2]. Each year there are an estimated 400 million new infections, of which about 100 million manifest as apparent illness [3]. The outcome of human infections ranges from asymptomatic to mild illness to severe, life-threatening disease [4]. DENV not only causes more human morbidity and mortality than any other arthropod-borne virus but it is also a growing public health threat. There has been a dramatic 4-fold increase in dengue cases between 1990–2013 and dengue continues to expand in geographic range [2,3,5,6].
Article
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Current low participation rates in vector control programmes in Arequipa, Peru complicate the control of Chagas disease. Using focus groups (n = 17 participants) and semi-structured interviews (n = 71) conducted in March and May 2013, respectively, we examined barriers to and motivators of household participation in an indoor residual spray (IRS) campaign that had taken place one year prior in Arequipa. The most common reported barriers to participation were inconvenient spray times due to work obligations, not considering the campaign to be necessary, concerns about secondary health impacts (e.g. allergic reactions to insecticides), and difficulties preparing the home for spraying (e.g. moving heavy furniture). There was also a low perception of risk for contracting Chagas disease that might affect participation. The main motivator to participate was to ensure personal health and well-being. Future IRS campaigns should incorporate more flexible hours, including weekends; provide appropriate educational messages to counter concerns about secondary health effects; incorporate peer educators to increase perceived risk to Chagas in community; obtain support from community members and leaders to build community trust and support for the campaign; and assist individuals in preparing their homes. Enhancing community trust in both the need for the campaign and its operations is key.
Article
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Background Although a vaccine could be available as early as 2016, vector control remains the primary approach used to prevent dengue, the most common and widespread arbovirus of humans worldwide. We reviewed the evidence for effectiveness of vector control methods in reducing its transmission. Methodology/Principal Findings Studies of any design published since 1980 were included if they evaluated method(s) targeting Aedes aegypti or Ae. albopictus for at least 3 months. Primary outcome was dengue incidence. Following Cochrane and PRISMA Group guidelines, database searches yielded 960 reports, and 41 were eligible for inclusion, with 19 providing data for meta-analysis. Study duration ranged from 5 months to 10 years. Studies evaluating multiple tools/approaches (23 records) were more common than single methods, while environmental management was the most common method (19 studies). Only 9/41 reports were randomized controlled trials (RCTs). Two out of 19 studies evaluating dengue incidence were RCTs, and neither reported any statistically significant impact. No RCTs evaluated effectiveness of insecticide space-spraying (fogging) against dengue. Based on meta-analyses, house screening significantly reduced dengue risk, OR 0.22 (95% CI 0.05–0.93, p = 0.04), as did combining community-based environmental management and water container covers, OR 0.22 (95% CI 0.15–0.32, p<0.0001). Indoor residual spraying (IRS) did not impact significantly on infection risk (OR 0.67; 95% CI 0.22–2.11; p = 0.50). Skin repellents, insecticide-treated bed nets or traps had no effect (p>0.5), but insecticide aerosols (OR 2.03; 95% CI 1.44–2.86) and mosquito coils (OR 1.44; 95% CI 1.09–1.91) were associated with higher dengue risk (p = 0.01). Although 23/41 studies examined the impact of insecticide-based tools, only 9 evaluated the insecticide susceptibility status of the target vector population during the study. Conclusions/Significance This review and meta-analysis demonstrate the remarkable paucity of reliable evidence for the effectiveness of any dengue vector control method. Standardised studies of higher quality to evaluate and compare methods must be prioritised to optimise cost-effective dengue prevention.
Article
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Recently, the Vaccines to Vaccinate (v2V) initiative was reconfigured into the Partnership for Dengue Control (PDC), a multi-sponsored and independent initiative. This redirection is consistent with the growing consensus among the dengue-prevention community that no single intervention will be sufficient to control dengue disease. The PDC's expectation is that when an effective dengue virus (DENV) vaccine is commercially available, the public health community will continue to rely on vector control because the two strategies complement and enhance one another. Although the concept of integrated intervention for dengue prevention is gaining increasingly broader acceptance, to date, no consensus has been reached regarding the details of how and what combination of approaches can be most effectively implemented to manage disease. To fill that gap, the PDC proposed a three step process: (1) a critical assessment of current vector control tools and those under development, (2) outlining a research agenda for determining, in a definitive way, what existing tools work best, and (3) determining how to combine the best vector control options, which have systematically been defined in this process, with DENV vaccines. To address the first step, the PDC convened a meeting of international experts during November 2013 in Washington, DC, to critically assess existing vector control interventions and tools under development. This report summarizes those deliberations.
Article
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Background: Long-lasting insecticidal net screens (LLIS) fitted to domestic windows and doors in combination with targeted treatment (TT) of the most productive Aedes aegypti breeding sites were evaluated for their impact on dengue vector indices in a cluster-randomised trial in Mexico between 2011 and 2013. Methods: Sequentially over 2 years, LLIS and TT were deployed in 10 treatment clusters (100 houses/cluster) and followed up over 24 months. Cross-sectional surveys quantified infestations of adult mosquitoes, immature stages at baseline (pre-intervention) and in four post-intervention samples at 6-monthly intervals. Identical surveys were carried out in 10 control clusters that received no treatment. Results: LLIS clusters had significantly lower infestations compared to control clusters at 5 and 12 months after installation, as measured by adult (male and female) and pupal-based vector indices. After addition of TT to the intervention houses in intervention clusters, indices remained significantly lower in the treated clusters until 18 (immature and adult stage indices) and 24 months (adult indices only) post-intervention. Conclusions: These safe, simple affordable vector control tools were well-accepted by study participants and are potentially suitable in many regions at risk from dengue worldwide.
Article
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Long-lasting insecticidal net screens (LLIS) fitted to domestic windows and doors in combination with targeted treatment (TT) of the most productive Aedes aegypti breeding sites were evaluated for their impact on dengue vector indices in a cluster-randomised trial in Mexico between 2011 and 2013. Sequentially over 2 years, LLIS and TT were deployed in 10 treatment clusters (100 houses/cluster) and followed up over 24 months. Cross-sectional surveys quantified infestations of adult mosquitoes, immature stages at baseline (pre-intervention) and in four post-intervention samples at 6-monthly intervals. Identical surveys were carried out in 10 control clusters that received no treatment. LLIS clusters had significantly lower infestations compared to control clusters at 5 and 12 months after installation, as measured by adult (male and female) and pupal-based vector indices. After addition of TT to the intervention houses in intervention clusters, indices remained significantly lower in the treated clusters until 18 (immature and adult stage indices) and 24 months (adult indices only) post-intervention. These safe, simple affordable vector control tools were well-accepted by study participants and are potentially suitable in many regions at risk from dengue worldwide
Article
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Dengue prevention efforts rely on control of virus vectors. We investigated use of insecticide-treated screens permanently affixed to windows and doors in Mexico and found that the screens significantly reduced infestations of Aedes aegypti mosquitoes in treated houses. Our findings demonstrate the value of this method for dengue virus vector control.
Book
This is a book for statistical practitioners, particularly those who design and analyze studies for survival and event history data. Its goal is to extend the toolkit beyond the basic triad provided by most statistical packages: the Kaplan-Meier estimator, log-rank test, and Cox regression model. Building on recent developments motivated by counting process and martingale theory, it shows the reader how to extend the Cox model to analyse multiple/correlated event data using marginal and random effects (frailty) models. It covers the use of residuals and diagnostic plots to identify influential or outlying observations, assess proportional hazards and examine other aspects of goodness of fit. Other topics include time-dependent covariates and strata, discontinuous intervals of risk, multiple time scales, smoothing and regression splines, and the computation of expected survival curves. A knowledge of counting processes and martingales is not assumed as the early chapters provide an introduction to this area. The focus of the book is on actual data examples, the analysis and interpretation of the results, and computation. The methods are now readily available in SAS and S-Plus and this book gives a hands-on introduction, showing how to implement them in both packages, with worked examples for many data sets. The authors call on their extensive experience and give practical advice, including pitfalls to be avoided. Terry Therneau is Head of the Section of Biostatistics, Mayo Clinic, Rochester, Minnesota. He is actively involved in medical consulting, with emphasis in the areas of chronic liver disease, physical medicine, hematology, and laboratory medicine, and is an author on numerous papers in medical and statistical journals. He wrote two of the original SAS procedures for survival analysis (coxregr and survtest), as well as the majority of the S-Plus survival functions. Patricia Grambsch is Associate Professor in the Division of Biostatistics, School of Public Health, University of Minnesota. She has collaborated extensively with physicians and public health researchers in chronic liver disease, cancer prevention, hypertension clinical trials and psychiatric research. She is a fellow the American Statistical Association and the author of many papers in medical and statistical journals.