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. 2022 Jan 14;13(1):92. doi: 10.3390/insects13010092

Species-Specificity in Thermopreference and CO2-Gated Heat-Seeking in Culex Mosquitoes

Joanna M Reinhold 1,, Karthikeyan Chandrasegaran 1,, Helen Oker 1,, José E Crespo 2, Clément Vinauger 1,3,4, Chloé Lahondère 1,3,4,5,6,*
Editors: Sylvia Anton, Romina B Barrozo
PMCID: PMC8779787  PMID: 35055936

Abstract

Simple Summary

Mosquitoes are cold-blooded insects whose body temperature and metabolism are largely affected by environmental temperature. These blood-sucking insects use heat emanating from their potential hosts to locate them for feeding, which is how they spread deadly diseases. They also use other cues, including exhaled carbon dioxide and other body odors emitted by the hosts. Interestingly, every species displays specific preferences for a range of ambient temperatures and blood hosts, which includes both warm- and cold-blooded animals. To better understand the role of heat in these contexts, we studied female mosquitoes of three species that differ in their location of origin and in their host preference: Culex territans, Cx. tarsalis, and Cx. quinquefasciatus. We analyzed their preference towards specific ambient temperatures and quantified their heat-seeking behaviors in the presence of CO2 at different concentrations. We found contrasting differences between these species, which reflects their native habitat and their host preference.

Abstract

Combining thermopreference (Tp) and CO2-gated heat-seeking assays, we studied the thermal preferendum and response to thermal cues in three Culex mosquito species exhibiting differences in native habitat and host preference (e.g., biting cold and/or warm-blooded animals). Results show that these species differ in both Tp and heat-seeking behavior. In particular, we found that Culex territans, which feed primarily on cold-blood hosts, did not respond to heat during heat-seeking assays, regardless of the CO2 concentration, but exhibited an intermediate Tp during resting. In contrast, Cx. quinquefasciatus, which feeds on warm blooded hosts, sought the coolest locations on a thermal gradient and responded only moderately to thermal stimuli when paired with CO2 at higher concentrations. The third species, Cx. tarsalis, which has been shown to feed on a wide range of hosts, responded to heat when paired with high CO2 levels and exhibited a high Tp. This study provides the first insights into the role of heat and CO2 in the host seeking behavior of three disease vectors in the Culex genus and highlights differences in preferred resting temperatures.

Keywords: Culex territans, Culex quinquefasciatus, Culex tarsalis, mosquito thermal biology, disease vector

1. Introduction

Temperature is an important abiotic factor for all living organisms, especially affecting poikilotherms such as insects, whose body temperature is heavily dependent on environmental temperature. While some insects have developed physiological, behavioral, and morphological strategies of thermoregulation, the primary one for staying within the optimal temperature range consists of moving towards a safe or beneficial temperature to avoid cold or heat stress [1,2]. Consequently, each species shows a thermopreference (Tp), i.e., a preferred range of temperatures based on its physiological needs [2,3,4,5,6]. In mosquitoes, the environmental temperature dictates their distribution, affects life-history traits (e.g., longevity, diapause, length of time spent in different life stages, etc.), and behavioral activity (e.g., flight, rest, feeding, and oviposition) [7,8,9,10]. Furthermore, temperature and heat are critical to hematophagous species such as mosquitoes because, besides affecting their physiology and behavior, thermal cues enable mosquitoes to identify and navigate towards warm-blooded vertebrate hosts for blood feeding. Specifically, mosquitoes rely on differences between environmental and host temperatures to sense and locate hosts via heat-seeking, particularly for landing orientation [11,12,13,14,15,16]. However, it is worth noting that mosquitoes feed on a wide variety of hosts, with some species specializing in feeding on endotherms that vary in body temperatures (e.g., birds: 38–42 °C, humans: 37 °C [17,18,19]), and others specializing on ectotherms, whose body temperature is dependent on environmental temperature. Consequently, mosquitoes feeding on cold-blooded animals do not rely on the host thermal signature to locate them and the mechanisms they employ to seek hosts remains unexplored. Thus, the association between mosquitoes’ preference for a range of temperatures, i.e., thermopreference, and their ability to detect and locate heat sources, i.e., thermo-sensation, is species-specific. While geographic distribution and abundances of mosquitoes correlate with the range of temperature they can tolerate, the species-specific thermal preferendum remains largely understudied [20]. Despite heat sensing being a key modality mediating mosquito host-seeking and feeding behaviors with direct consequences on pathogen transmission, it remains understudied in mosquitoes with the exception of some Aedes spp. [11,12,14,20]. Addressing these knowledge gaps, this study experimentally characterizes the thermopreference and thermosensation in Culex mosquitoes that exploit different ecological niches and display preference towards a range of hosts that greatly vary in body temperature. Mosquito species (Diptera: Culicidae, tribe Culicini and Culex genus) Culex quinquefasciatus (Say), Culex tarsalis (Coquillet) and Culex territans (Walker) have overlapping geographic distribution, with Cx. tarsalis and Cx. territans found primarily in temperate climates and Cx. quinquefasciatus in subtropical climates [21,22]. All three species are nocturnal ([unpublished data, [10,23]). Culex quinquefasciatus and Cx. tarsalis females feed primarily on birds and humans, allowing for virus transmission between these two hosts [24]. However, Cx. tarsalis is considered an opportunistic feeder and can also target cold-blooded hosts, including reptiles and amphibians, primarily snakes [25,26,27,28]. Culex territans feed on amphibians, reptiles, and occasionally on birds and small mammals [29,30]. These three Culex species vector pathogens, including encephalopathic viruses, such as West Nile virus (WNV) and western equine encephalitis (WEEV) [31,32,33,34,35] and parasites, such as avian Plasmodium, anuran and reptilian Hepatozoon, and avian and anuran Trypanosoma [36,37,38,39,40]. The differences in the host preference of these disease vectors show that heat may serve as an important modality for host-seeking in some species, such as Cx. quinquefasciatus, but not necessarily for others, such as Cx. territans, and may be facultatively used by species such as Cx. tarsalis. These host choices may also reflect other aspects of the mosquito life, including thermopreference at rest. However, the perception, preference, and utilization of thermal cues in these species remain unknown. Based on their ecology (e.g., geographic distribution) and biology (e.g., host preference), we hypothesized that each of these three Culex species has a distinct preferred temperature range during resting that reflects conditions in their natural habitat. Specifically, we hypothesized that Cx. quinquefasciatus and Cx. tarsalis show a distinct thermopreference at rest, while Cx. territans may be less selective for ambient temperatures. In parallel, we hypothesized that Cx. quinquefasciatus and Cx. tarsalis show a preference for landing on warmer objects in the presence of carbon dioxide (CO2) while Cx. territans have little to no preference for heat in the presence or absence of CO2. In order to test these hypotheses, we performed thermal gradient assays to quantify the resting temperature preference (Tp) and conducted free-flight heat-seeking assays in the presence and absence of CO2 at various host concentrations for the three mosquito species.

2. Materials and Methods

2.1. Insect Rearing

Cx. quinquefasciatus (JHB strain, BEI Resources (NR-43025)) and Cx. tarsalis (YOLO strain, BEI Resources (NR-43026)) were reared from eggs hatched in larval trays (Bioquip Industries, Rancho Dominguez, CA, USA) and fed fish food (Hikari First Bites powdered fish food, Kyorin Food Industries, Kansai City, Japan) until they were collected at pupation. Cx. territans were collected as larvae at Mountain Lake Biological Station, Pembroke, VA, USA. The larvae were placed into larval trays and fed fish food as previously described until pupation. For each species, pupae of the same age were grouped in emergence funnel containers (Bioquip Industries, Rancho Dominguez, CA, USA), which were moved to a light box (opaque gray box fitted with an internal light source controlled by a timer) within the first two days after collection in order to entrain the adults on a 12 h/12 h light/dark cycle. All experiments were performed in the first 2 h of mosquitoes’ peak activity, i.e., the first 2 h after the offset of the lights. All three species were maintained in climatic chambers (Percival) at 24–26 °C, 70% RH and provided with a 10% sucrose solution ad libitum and starved 24 h before the experiments occurred. Six to ten-day-old mated females were used for both the thermopreference and CO2-gated heat-seeking experiments.

2.2. Thermopreference Assays

The thermal gradient was adapted from the devices used in Ritchie et al. [41] and Verhulst et al. [20], consisting of an aluminum plate (86 × 25 × 3 cm, 6061 general purpose aluminum) with custom made acrylic covers (67 × 5 × 2.5 cm; Figure 1). Two temperature gradients (low: 14–34 °C or high: 27–47 °C) across the aluminum plate were created by two waterbaths (F500 Compact Recirculating Cooler, Julabo C-B17 Corio Open Heating Bath Circulator, Julabo, Seelbach, Germany) circulating water through both ends of the plate via copper piping embedded in the aluminum plate. The linearity of the temperature gradient for the surface of the aluminum plate was quantified and verified by placing iButtons across the whole gradient (N = 33; DS1923-F5# Hygrochron Temperature and Humidity, Embedded Data Systems, Lawrenceburg, KY, USA) to determine exact temperature ranges for both experimental conditions. Both the calibration and experiments were conducted 30–45 min after the water baths were turned on to allow for the gradient to be established and stable. In addition to measuring temperature on the plate surface, we inserted thermocouples (Proster Digital Two K-Type Thermocouple Temperature Thermometer) at regular intervals in the acrylic covers to measure the temperature above the plate (i.e., air temperature) to control for a vertical thermal gradient and to obtain more precise Tp data depending on the landing position of the mosquito (i.e., either directly on the plate surface or on the side of the cover). No mosquitoes landed on the top portion of the cover. Moist rolled wipes (Kimwipe, CAT# 34120) were placed on each side of the acrylic cover to minimize the establishment of humidity gradients across the length of the thermal gradient. Humidity gradients created by the moist rollers were also quantified using i-buttons as mentioned above (low temperature gradient: 88–61% RH, average = 77%; high temperature gradient: 72–45% RH, average = 61%). Ten mosquitoes were released through an opening located in the middle of each acrylic cover and were allowed to adjust for 5 min before the experiment started. Up to four assays were conducted in parallel. After 30 min, a photograph of the thermal gradient was taken, and the position of the mosquitoes was reported to the calibration curve corresponding to each experiment to determine Tp. The assays were conducted in a darkened room within one hour from the onset of the scotophase, i.e., mosquitoes’ subjective nighttime. Gloves were worn during the handling of the mosquitoes and equipment to minimize the risk of contamination with human odors.

Figure 1.

Figure 1

Schematic of the thermal gradient experimental setup. A temperature gradient was created on an aluminum plate (1) using a cold and a warm water bath on either side, connected with copper tubing (2). The mosquitoes were released into acrylic covers (3) through a hole in the top with a fitted acrylic plug (4). Each cover had moist wipe towels (5) and holes drilled on each side to minimize humidity build up (6). The acrylic enclosures are open on their bottom side to allow direct contact of mosquitoes with the aluminum plate.

2.3. CO2-Gated Heat Seeking Assays

The heat and CO2 seeking assay was performed based on methods adapted from previous studies [11,12]. The setup consisted of a mosquito rearing cage (Rearing and Observation Cage, 12” cube, Bioquip) with two Peltier elements (6 × 4 cm surface area; 12 V 5 A, Peltier Thermo-Electric Cooler Module and Heatsink Assembly, Part # 1335, Adafruit, New Your, NY, USA) equidistantly placed against the mesh lining one of the vertical walls of the cage. A 2 × 2 cm black square printed on standard printer paper (bright white, letter size; Gemini/Liberty paper, Los Angeles, CA, USA) placed at the center of both the Peltier elements served as a visual cue, which has been shown to enhance attraction for warm surfaces in Aedes mosquitoes [12,14] (Figure 2A). At the beginning of each 75 min long trial, 15 female mosquitoes were released into the cage and allowed to acclimate for 5 min. During acclimation, both Peltier elements were maintained at ambient temperature (23 °C). Post acclimation, one of the Peltier elements (Peltierwarm), chosen at random, was warmed up to deliver an increasing sequence of thermal stimuli between 30 and 50 °C with a 5 °C difference between successive stimuli, i.e., 30, 35, 40, 45, and 50 °C. The sequence of thermal stimuli in the assay was not randomized as exposure to higher temperatures in the initial phase of the assay might affect mosquitoes’ subsequent responses towards thermal stimuli at lower temperatures. Each of these thermal stimuli lasted for 10 min, following which the Peltier was cooled to ambient temperature for 5 min (Figure 2B). A humidified air stream (6.80 m/s) was delivered into the cage from the center of its top side throughout the duration of the assay. A CO2 pulse (2100 ppm or 30,000 ppm; 0.8 m/s, Gasco, Oldsmar, FL, USA) lasting 2 min accompanied the onset of each thermal stimulus and was injected into the humidified air circuit (Figure 2A). The other Peltier element (Peltierambient) was maintained at ambient temperature throughout the trial. The surface temperatures were monitored using a thermal imaging camera (C3, FLIR Systems, Wilsonville, OR, USA) and precisely controlled via a custom-built Arduino PID controller (Arduino Uno R3; Monster Moto Shield VNH2SP30). The circuit diagram and code for the PID controller used in this assay are available online (https://github.com/mosquito-hub/Culex-Thermal-Biology.git, accessed on 10 January 2022). Gloves were used to release mosquitoes into the experimental setup to avoid contamination with host odors, and the experiment was triggered and controlled remotely to prevent interference from the experimenter. Mosquitoes were attracted to the Peltier surface as well as the adjacent surfaces, perhaps owing to heat dissipation and convective currents. To account for attraction elicited by the dissipated heat, a target region (9 × 9 cm) around each of the Peltier elements was defined within which the number of mosquitoes that landed every 30 s throughout the trial was quantified by manually transcribing the videos.

Figure 2.

Figure 2

(A). Schematic of the heat-seeking experimental setup. Mosquitoes were released into a meshed cage with two Peltier elements directly applied to one side: one maintained at ambient temperature (23 °C, outlined in blue), and one set up to warm up as described in (B). A camera recorded the landing activity on the Peltier elements. Through the top of the cage, a tube delivered a constant flow of humidified air to which pulses of CO2 were added as described in (B). Schematic of ramping temperature steps of the “warm” Peltier element. The warm Peltier element was brought to ambient temperature (2 min) between each step (8 min), which increased the temperature by 5 degrees. Each step began with a 2-min pulse of CO2 (in gray).

2.4. Statistical Analyses

2.4.1. Thermopreference Assays

Data from the thermopreference assays were imported into R [42] for analysis and visualization. In a first step, the distribution of the temperature preferred by mosquitoes for each experiment and species was compared to a uniform, continuous distribution by means of Kolmogorov–Smirnov tests. Then, the effect of the species and experiments on the preferred temperatures and relative humidities were analyzed by means of Linear Models (LM) with the species (3 levels: Cx. quinquefasciatus, Cx. tarsalis, Cx. territans) and gradient types (3 levels: constant, low, high) as categorical fixed predictors and a gaussian error distribution. Tukey post hoc tests with p value adjustment were used as a follow-up analysis for multiple comparisons, using the R packages lme4 (version 1.1–27.1 [43]), multcomp (version 1.4–17 [44]), and emmeans (version 1.7.1–1 [45]).

In our thermal preference assays, mosquitoes either landed on the substrate (i.e., the aluminum plate of the gradient) or the sidewalls of the acrylic covers. To compare the proportions of mosquitoes landing on either the substrate or the sidewalls of the apparatus we used a Generalized Linear Model with a binomial error distribution and a logit link. The species (3 levels: Cx. quinquefasciatus, Cx. tarsalis, Cx. territans) and gradient types (3 levels: constant, low, high) were used as categorical fixed predictors in the model. Post hoc pairwise comparisons between species and gradient types were achieved with the Tukey method for p value adjustment using the R packages lme4 [43] and emmeans [45]. Visualization of the location of each mosquito landed either on the substrate or the sidewalls of the gradient was achieved by scaling the coordinates between 0 (the minimum recorded value) and 1 (the maximum recorded value) according to the formula:

Locationscaled=(Valueimin(Value)(max(Value)min(Value),

where i represents each individual mosquito.

2.4.2. CO2-Gated Heat Seeking Assays

Data from the heat-seeking assay were analyzed using Generalized Linear Mixed Models with a Penalized Quasi-Likelihood approach (glmmPQL in R package MASS, version 7.3–54 [46]). The model assumed binomially distributed errors with proportion of mosquito landings on Peltierwarm as the response variable. The species of Culex mosquitoes (Cx. quinquefasciatus, Cx. tarsalis, Cx. territans), CO2 concentrations (2100 ppm and 30,000 ppm), and ambient (23 °C) vs. warm (30 °C to 50 °C) thermal stimuli are the categorical fixed predictor variables included as fixed effects in the model. The proportion of mosquito landings on Peltierambient was included as a random effect. As this dataset involves repeated measurements on fifteen mosquitoes per assay across time points, to account for temporal correlations in the response variable, the residual correlation structure was incorporated in the model using Autoregressive order 1 (AR-1) function [47]. The random effect in the model represents variations in mosquito responses resulting from mere presence of the Peltier elements in the experiment cage in the absence of any thermal stimulus. A three-way interaction between the predictor variables was modeled to formally test for species-specific responses towards thermal stimuli set at ambient and host-like temperatures before and after CO2 exposure. Post-hoc analysis for significant effects was performed using Tukey’s HSD test and the reported P values are adjusted for multiple comparisons (Tukey’s method) using the function emmeans (in R package emmeans, version 1.7.1–1 [45]). In a subsequent analysis, the mosquito responses to the thermal stimuli (10 min per stimulus; 30–50 °C) were compared across five 2-min intervals. A CO2 pulse accompanied the first of the five 2-min intervals for every thermal stimulus. Finally, the proportion of mosquitoes landing on Peltierwarm at 23 °C (5 min ahead of every thermal stimulus) was compared across thermal stimuli to test for the effects of multiple exposures to thermal stimuli on mosquito heat-seeking behavior. All results are presented as effect sizes with the corresponding 95% confidence intervals. Statistical significance was determined at an experiment-wise α = 0.05. We used R version 3.6.2 [42] to perform all the analyses and visualize the data (using R package ggplot2, version 3.3.5 [46]).

3. Results

3.1. Thermopreference Assays

All three mosquito species displayed even and continuous distribution when provided with a constant temperature (i.e., 25 °C), which indicated no spatial preference, thigmotaxis, or bias relating to the setup and environment (Kolmogorov–Smirnov tests: p = 0.42, p = 0.08, and p = 0.28 for Cx. quinquefasciatus, Cx. tarsalis, and Cx. territans, respectively) (Figure 3A). In the low gradient experiments, all species displayed a significant difference from a continuous distribution (Kolmogorov–Smirnov tests: p < 0.04). Culex tarsalis was more distributed throughout the aluminum plate than Cx. territans, which concentrated on the center of the gradient, yet they exhibited similar average Tp (low: Tp = 25.8 ± 5.6 °C and Tp = 25.6 ± 4.9 °C, respectively; Tukey Contrasts for multiple comparisons of means: p = 0.9). Similarly, in the high gradient experiments, both species aggregated principally in the center of the gradient with Cx. tarsalis exhibiting a slightly higher average Tp compared to Cx. territans (Tp = 38 ± 5.6 °C and Tp = 35.9 ± 5.2 °C, for Cx. tarsalis and Cx. territans, respectively) (Tukey Contrasts for multiple comparisons of means: p = 0.11) (Figure 3B). Although both Cx. territans and Cx. tarsalis’ distributions were significantly different from continuous distributions, only Cx. tarsalis’ was not different from a normal, gaussian, distribution (all Kolmogorov–Smirnov tests: p < 0.008; Shapiro–Wilk normality test: p = 0.037 and p = 0.113 for Cx. territans and Cx. tarsalis, respectively). Cx. quinquefasciatus behaved differently compared to Cx. tarsalis and Cx. territans in both low and high gradient experiments. Indeed, these mosquitoes showed a preference for the coolest spot available on the gradient (low: Tp = 19.5 ± 4.6 °C and high: Tp = 30.6 ± 5.9 °C), a behavior that was not observed during the control (i.e., constant temperature) experiment (Tukey Contrasts for multiple comparisons of means: p < 0.001 for all pairwise comparisons) (Figure 3A–C).

Figure 3.

Figure 3

Thermopreference in Culex mosquitoes. (A). Mosquito distribution (bottom) on the aluminum plate set at 25 °C (i.e., constant temperature, control) and corresponding density plot (top). (B). Mosquito distribution (bottom) on the low temperature gradient (bottom) and corresponding density plot (top). (C). Mosquito distribution (bottom) on the high temperature gradient (bottom) and corresponding density plot (top). The density plots summarize the mosquitoes’ distribution along the gradient. Each dot represents the final resting position (i.e., Tp) of a single female mosquito. The boxes represent the upper and lower quartiles, and the black bars indicate the mean of each group. n.s. denotes mosquito distributions in the constant gradient experiments that were not significantly different from a uniform, continuous distribution (Kolmogorov–Smirnov tests, α = 0.05). Letters denote statistical differences between groups (Tukey post hoc tests for multiple comparisons, adjusted α = 0.05). Four replicates (n = 10; N = 40) have been used for the constant gradient. Ten replicates (n = 10, N = 100) per species have been used for the low and high gradients.

The proportion of mosquitoes resting on the sides of the covers versus on the plate was higher in Cx. territans (89.1 ± 3.3%) compared to both Cx. tarsalis (66.1 ± 5.6%) and Cx. quinquefasciatus (69.0 ± 5.6%) for the low gradient experiments (Pairwise comparisons on the log odds ratio scale with Tukey method for p value adjustment: p = 0.0057 and p = 0.0256, respectively) (Figure 4). However, the proportion was similar in the three species for the high gradient experiments (Cx. quinquefasciatus: 72.0 ± 5.3%; Cx. tarsalis: 75.6 ± 5.4%; Cx. territans: 70.8 ± 5.5%, respectively). (Pairwise comparisons on the log odds ratio scale with the Tukey method for p value adjustment: p > 0.99) (Figure 4). Interestingly, 20% of Cx. tarsalis mosquitoes were found knocked down on the warmer side of the gradient during the high gradient experiments, which did not occur in either of the other species.

Figure 4.

Figure 4

Proportion of mosquitoes resting on the aluminum plate (i.e., “plate”, green triangle) and on the side of the covers (i.e., “sidewalls”, grey circle) for each of the temperature gradients and mosquito species tested. Four replicates (n = 10; N = 40) have been used for the constant gradient. Ten replicates (n = 10; N = 100) per species have been used for the low and high gradients.

In these experiments, while the humidity gradient was minimized by the introduction of moist wipes, a humidity gradient, negatively correlated with the temperature gradient (Pearson’s product–moment correlation: R2 = −0.95; p < 0.001). Given this strong correlation, the hygric preference across gradients and species mirrors the patterns observed with the thermal preferences, where Cx. quinquefasciatus significantly preferred more humid locations on the gradients (82.2 ± 0.648% RH and 67.5 ± 0.648% RH for the low and high thermal gradients, respectively) than Cx. tarsalis (76.5 ± 0.621 and 59.2 ± 0.716% RH for the low and high thermal gradients, respectively) and Cx. territans (77.6 ± 0.645 and 61.8 ± 0.662% RH or the low and high thermal gradients, respectively). (Tukey post hoc tests: p < 0.001 for all comparisons). No significant differences were found between Cx. tarsalis and Cx. territans in the low (Tukey post hoc test: p = 0.788) and high gradients (Tukey post hoc test: p = 0.067), but within each species hygric preferences were significantly higher in the low than the high gradients (Tukey post hoc tests: p < 0.001 for all comparisons), reflecting the higher humidity levels correlated with lower temperatures (Figure 5).

Figure 5.

Figure 5

A 2-D density plot representing the temperature and humidity at the final resting position of the three Culex mosquito species on the gradients. Each dot represents a single mosquito. Low and high gradient data are highlighted in light and dark shades, respectively. Ten replicates (n = 10; N = 100) per condition per species have been used.

3.2. CO2-Gated Heat Seeking Assays

Culex territans did not respond to any thermal stimuli both in the presence and absence of CO2 at both 2100 ppm and 30,000 ppm (Figure 6) (i.e., no mosquito landed on Peltierambient and Peltierwarm). Therefore, the responses of Cx. territans were excluded from subsequent analysis. The heat-seeking responses of both Cx. tarsalis and Cx. quinquefasciatus were contingent on exposure to CO2 (Table 1; Supplementary Tables S1 and S2). The response of both species towards Peltierwarm (30–50 °C) was significantly higher after exposure to CO2 at 30,000 ppm when compared to 2100 ppm (Table 1; Supplementary Tables S1 and S2). Post exposure to CO2 at 30,000 ppm, the proportion of heat-seeking Cx. tarsalis and Cx. quinquefasciatus increased significantly with the temperature of Peltierwarm and was the highest at 40 and 45 °C (Figure 6A; Table 1). Between the two species, post exposure to CO2 at 30,000 ppm, the magnitude of heat-seeking response of Cx. tarsalis towards Peltierwarm (30–50 °C) was significantly higher when compared to Cx. quinquefasciatus (Chisq: 15.22, p < 0.01; Supplementary Tables S1 and S2). Post exposure to a lower concentration of CO2, i.e., 2100 ppm, significantly fewer Cx. tarsalis and Cx. quinquefasciatus responded to the thermal stimuli from Peltierwarm set between 30 and 50 °C (Figure 6A; Table 1). Post exposure to 2100 ppm CO2, the heat-seeking responses of Cx. tarsalis and Cx. quinquefasciatus were not significantly different between 30 and 40 °C (Figure 6A; Table 1). However, the proportion of heat-seeking Cx. quinquefasciatus towards Peltierwarm set at 45 and 50 °C upon exposure to 2100 ppm of CO2 was significantly more than Cx. tarsalis (Table 1; Supplementary Tables S1 and S2).

Figure 6.

Figure 6

Heat seeking of Culex mosquitoes exposed to pulsed CO2 at low or high concentrations. (A). Mean proportion of mosquito landings on the ambient (23 °C; dashed line) and warm (30–50 °C; solid line) Peltier elements in the presence and absence of CO2 at concentrations of 2100 ppm (left) and 30,000 ppm (right). The shaded region around the mean denotes the 95% confidence interval. (B). Schematic representation of Peltier elements’ temperatures, both ambient (dashed line) and warm (solid line), as a function of time in the heat-seeking assay. Vertical gray bars denote the 2-min CO2 pulses that accompanied the thermal stimuli in the assay. Eight replicates (n = 15) per condition per species have been used.

Table 1.

Mosquito landings on Peltierwarm in the heat-seeking assay.

Species Temperature of Peltierwarm CO2 Conc. (ppm) % Mosquito Landings Proportion SE Lower CI Upper CI p
Cx. tarsalis 30 °C 2100 3.97 0.040 0.005 0.007 0.186 0.027
30,000 9.71 0.097 0.008 0.033 0.252 0.026
35 °C 2100 3.7 0.037 0.005 0.007 0.184 0.027
30,000 12.26 0.123 0.009 0.047 0.282 0.026
40 °C 2100 3.8 0.038 0.005 0.007 0.184 0.027
30,000 12.15 0.122 0.009 0.047 0.280 0.026
45 °C 2100 3.49 0.035 0.005 0.006 0.182 0.027
30,000 12.07 0.121 0.009 0.046 0.280 0.026
50 °C 2100 3.47 0.035 0.005 0.006 0.183 0.028
30,000 11.72 0.117 0.009 0.044 0.276 0.026
Cx. quinquefasciatus 30 °C 2100 4.51 0.045 0.005 0.010 0.185 0.026
30,000 7.52 0.075 0.007 0.023 0.219 0.025
35 °C 2100 5 0.050 0.006 0.012 0.191 0.026
30,000 8.51 0.085 0.007 0.028 0.231 0.025
40 °C 2100 5.16 0.052 0.006 0.012 0.192 0.025
30,000 8.55 0.086 0.007 0.028 0.232 0.025
45 °C 2100 5.2 0.052 0.006 0.012 0.193 0.025
30,000 8.56 0.086 0.007 0.028 0.232 0.025
50 °C 2100 5.13 0.051 0.006 0.012 0.192 0.025
30,000 8.13 0.081 0.007 0.026 0.226 0.025

The heat-seeking response of both Cx. tarsalis and Cx. quinquefasciatus towards Peltierwarm between 30 and 50 °C peaked at 2 min post exposure to CO2 (at 2100 and 30,000 ppm) and declined consistently thereafter over the remaining 6 min (Table 2; Supplementary Tables S3 and S4). While the activity of the mosquitoes was not quantified in this assay, Cx. tarsalis and Cx. quinquefasciatus were actively flying during their exposure to CO2 at 30,000 ppm. The magnitude of flight activity and the number of active mosquitoes in the two species were lower during exposure to 2100 ppm. Culex territans did not exhibit any flight activity during exposure to CO2 at 2100 and 30,000 ppm.

Table 2.

Proportion of mosquito landings on Peltierwarm as a function of the duration of exposure to the thermal stimuli in the heat-seeking assay.

Species Duration (min) CO2 Pulse CO2 conc. (ppm) % Mosquito Landings Proportion SE Lower CI Upper CI p
Cx. tarsalis 0–2 Yes 2100 0.06 0.001 - 0.000 1.000 0.999
30,000 10.72 0.107 0.009 0.034 0.290 0.029
2–4 No 2100 2.80 0.028 0.004 0.004 0.182 0.029
30,000 22.16 0.222 0.014 0.090 0.450 0.042
4–6 No 2100 1.89 0.019 0.004 0.002 0.188 0.032
30,000 17.86 0.179 0.014 0.062 0.415 0.039
6–8 No 2100 2.23 0.022 0.003 0.003 0.147 0.027
30,000 13.21 0.132 0.012 0.038 0.372 0.036
8–10 No 2100 1.91 0.019 0.003 0.002 0.137 0.027
30,000 9.61 0.096 0.011 0.020 0.355 0.037
Cx. quinquefasciatus 0–2 Yes 2100 3.72 0.037 0.005 0.008 0.165 0.025
30,000 6.82 0.068 0.007 0.018 0.228 0.027
2–4 No 2100 4.82 0.048 0.005 0.012 0.180 0.025
30,000 13.37 0.134 0.010 0.048 0.322 0.030
4–6 No 2100 3.76 0.038 0.005 0.007 0.176 0.026
30,000 11.56 0.116 0.010 0.038 0.303 0.030
6–8 No 2100 3.50 0.035 0.005 0.006 0.186 0.028
30,000 8.97 0.090 0.009 0.025 0.272 0.029
8–10 No 2100 3.36 0.034 0.005 0.005 0.181 0.028
30,000 7.48 0.075 0.008 0.018 0.261 0.029

Finally, to account for the effects of the increasing sequence of thermal stimuli in the assay, we compared the responses of Cx. tarsalis and Cx. quinquefasciatus towards Peltierwarm at 23 °C before every thermal stimulus (Figure 6). With every exposure to increasing thermal stimuli in Peltierwarm, irrespective of the CO2 concentration, significantly fewer mosquitoes moved away when Peltierwarm was cooled to ambient temperature, i.e., 23 °C (Chisq: 17.98, p < 0.01; Table 3; Supplementary Tables S5 and S6), which could be due to the time interval (5 min) between thermal stimuli presentations.

Table 3.

Proportion of mosquito landings on Peltierwarm at 23 °C before every thermal stimulus in the heat-seeking assay.

Species Peltierwarm at 23 °C CO2 Conc. (ppm) % Mosquito Landings Probability SE Lower CI Upper CI p
Cx. tarsalis before 30 °C 2100 0.83 0.008 0.002 0.001 0.120 0.029
30,000 0.00 0.000 0.000 0.000 1.000 1.000
before 35 °C 2100 1.17 0.012 0.002 0.001 0.111 0.027
30,000 0.50 0.005 0.001 0.000 0.154 0.034
before 40 °C 2100 1.17 0.012 0.002 0.001 0.111 0.027
30,000 4.92 0.049 0.004 0.016 0.143 0.020
before 45 °C 2100 1.50 0.015 0.002 0.002 0.109 0.025
30,000 11.67 0.117 0.006 0.057 0.225 0.020
before 50 °C 2100 2.25 0.023 0.003 0.004 0.113 0.023
30,000 10.33 0.103 0.006 0.048 0.209 0.019
Cx. quinquefasciatus before 30 °C 2100 0.92 0.009 0.002 0.001 0.117 0.028
30,000 0.58 0.006 0.002 0.000 0.141 0.032
before 35 °C 2100 0.83 0.008 0.002 0.001 0.120 0.029
30,000 0.83 0.008 0.002 0.001 0.120 0.029
before 40 °C 2100 3.17 0.032 0.003 0.008 0.122 0.021
30,000 5.58 0.056 0.005 0.019 0.151 0.020
before 45 °C 2100 4.42 0.044 0.004 0.013 0.137 0.020
30,000 11.92 0.119 0.006 0.058 0.228 0.020
before 50 °C 2100 6.08 0.061 0.005 0.022 0.158 0.019
30,000 8.83 0.088 0.006 0.038 0.191 0.019

4. Discussion

In this study, we found differences in thermopreference across three species of Culex mosquitoes. Culex quinquefasciatus selected the cooler and more humid locations of the thermal gradient on both low and high temperature gradients, whereas Cx. territans and Cx. tarsalis displayed higher Tp. However, the distribution of these two species was different between the two temperature ranges tested here. Culex tarsalis was more evenly distributed in the low gradient compared to the high gradient experiments, revealing a thermal preferendum for warmer ambient temperatures than those tested in the low thermal gradient. Culex territans, however, showed similar distribution patterns in the low and high gradients except that the coolest temperatures of the low gradient and the warmest temperatures of the high gradient tended to be avoided. Altogether, this suggests a preference for temperatures between 20 and 40 °C for this species.

A species’ preference for the cooler or warmer resting temperatures may be related to the abiotic conditions associated with their natural environment. Culex quinquefasciatus is found mostly at low-to-moderate elevations throughout the tropical, subtropical, and warm temperate regions of the world [48,49]. Culex tarsalis is distributed across most of the USA in the subtropical, temperate, and desert regions, with the exception of the East coast and Southern Canada [21]. In contrast, Cx. territans is widely distributed throughout the Northern hemisphere and found in subtropical, temperate, and subarctic regions of the US, Canada, and Europe [21,22]. In addition to temperatures, each species experiences different humidity conditions in its native habitat, which may affect their risk of desiccation. Maintaining water balance is indeed particularly critical for mosquitoes and several Culex species can suppress water loss under unfavorable conditions and during diapause by adjusting their metabolic rates, changing their cuticle composition and by synthesizing HSPs [49,50,51,52]. Anderson and Hardwood [53] found that wild populations of Cx. tarsalis that diapause for longer periods of time tend to be more resistant to both cold and desiccation. Rinehart et al. [52] showed the same under laboratory conditions with Cx. pipiens reared under diapausing and non-diapausing conditions.

Mosquito strains used in the present study originate from various regions of the world that greatly differ in terms of annual average temperatures, rainfall and elevation. These abiotic factors can lead to variations in both bionomics and genomics, which could explain the results obtained in the present study. The Cx. quinquefasciatus strain tested here derives from eggs collected in Johannesburg, South Africa, where annual temperatures are mild (max: 26 °C, min: 15 °C) with a long dry season (Source: NOAA). Here, we found that this species selected cooler resting temperatures in both thermal gradients, which also correlates with higher humidity levels. Culex tarsalis was collected in California (Yolo county, CA, USA) where temperatures can average 35 °C during the summer and where rainfall is relatively low (Source: NOAA). The warm and dry conditions this mosquito is accustomed to could have shaped its preference for warmer and less humid conditions (i.e., this strain is more adapted to hot and dry conditions). Culex territans was collected at Mountain Lake Biological Station (VA, USA), which is at high elevation with humid cold winters and mild summers (max: 29 °C, min: 17 °C in July) (Source: MLBS weather station). Our data show that this species had an intermediate Tp compared to the two other species. As inter-populations differences in terms of thermotolerance, resistance to desiccation [7,50], and bionomics [49] have been highlighted in Culex spp., it would be interesting to conduct experiments with populations of the same species originating from other regions of the world to further examine the extent to which environmental conditions in the native habitat influence Culex mosquito Tp.

In addition to climatic conditions in the native habitat influencing Tp, we could also hypothesize that Cx. quinquefasciatus’ selection for a cooler and more humid environment might also be due to host density and availability. Indeed, temperature may also affect the hosts’ behavior (e.g., overall activity, sheltering). However, due to their ability to regulate their body temperature, endotherms, which Cx. quinquefasciatus feeds on, might be available at cooler temperatures. In contrast, in a cooler environment, ectotherms targeted by Cx. territans and to a lesser extent Cx. tarsalis, might not be active at all. As heat is an important host-seeking cue for mosquito species feeding on endotherms, a contrast between the temperatures of the environment and of the host is needed to trigger host-seeking as well as biting. Thus, by selecting a lower Tp, Cx. quinquefasciatus might increase their chances of detecting the heat signature of a potential host available in the surrounding environment. Determining Tp of other tropical species would be beneficial to determine if this is a typical preference for species in these regions.

Beyond influencing the sites that adult mosquitoes will choose for resting, the environmental temperature also affects their overall activity and host-seeking as well as blood-feeding behaviors [7,8,9,10]. In these contexts, thermosensation plays an important role at close range from the host as mosquitoes use the convective plumes generated by animals to guide their landing orientation before initiating blood-feeding [11,12,13,14,15,16]. In addition to thermal cues, mosquitoes use multiple host-specific olfactory, visual, and gustatory cues along with carbon dioxide plumes to identify and locate potential hosts for blood feeding [16,54,55], which allows for disease transmission. In Aedes aegypti, while responses to established convective plumes have been observed in choice assays [16], the addition of CO2 was necessary to elicit landings on warm surfaces (i.e., Peltier elements) whose temperatures were transiently increased to natural host temperatures [13]. In the present study, the heat-seeking experiments revealed that Cx. tarsalis and Cx. quinquefasciatus also required the presence of CO2 at elevated levels (30,000 ppm) to respond to an object warmer than the ambient temperature. These two species displayed comparable response profiles as a function of the CO2 concentration, whereas Cx. territans did not show any marked responses, even at ecologically relevant (i.e., corresponding to their preferred host’s) levels of CO2 [56]. As Cx. quinquefasciatus feeds mainly on endotherms [33], and Cx. tarsalis is opportunistic but prefers endotherms [25,26,27,28], the similarity in their responses was expected. However, we found that the proportion of landing of Cx. quinquefasciatus was reduced at 50 °C, which reflects both their host preference as well as their lower Tp compared to Cx. tarsalis. However, the continued interest in the Peltierwarm around 50 °C in Cx. tarsalis may exemplify their opportunistic feeding nature as well as their higher Tp. Culex territans’ lack of response to the heat stimuli, regardless of the CO2 concentration, also reflects their host preference, as amphibians have no thermal signature and expel low levels of CO2 [56].

Several factors could contribute to these differences, including inter-specific variations in anatomical and morphological structures associated with host seeking as well as differences in the expression of receptors implicated in host detection [57,58]. Interestingly while Cx. quinquefasciatus and Cx. tarsalis are closely related species, Cx. territans is more phylogenetically distant from them [59,60,61,62,63]. Mosquitoes sense many aspects of their environment, including odorants, CO2, and heat, through specific receptors on their antennae, maxillary palps, tarsi and wings [64,65,66,67,68,69]. At the antennae level, a pair of thermoreceptors, one cold-sensitive and the other warm-sensitive, is housed together in a sensilla at the tip of the antennae. McIver [70] described structures in the first segment of the antennae in several Culex species and Ae. aegypti, which were later identified to mediate thermoception in Ae. aegypti mosquitoes [71]. Similar thermoreceptors, later characterized as TRPA1, have been identified in other mosquito species such as Anopheles gambiae [72] and Culex pipiens [73]. TRPA1, however, is known to be involved in mediating heat avoidance while Ir21a, a member of the ionotropic receptor (IR) family, has been found to be the primary receptor responsible for heat-seeking in An. gambiae and possibly other mosquito species [55]. Morphological studies showed that Cx. territans have fewer CO2-sensitive sensilla on their maxillary palps than Cx. tarsalis and Cx. pipiens [74], which could explain why, in the present study, Cx. territans did not respond to the heat stimuli combined with CO2. This could also be due to the absence of other sensory cues. Indeed, this species is known to use phonotaxis (i.e., frog calls) to locate their hosts [75]. In addition, our recent work has evinced the use of odors for host detection and blood feeding (Reinhold et al., in preparation). Gustatory receptors genes (Gr) are expressed in sensory neurons in sensilla on the maxillary palps and three GRs have been identified as critical for CO2 sensing in several mosquito genera, including Anopheles, Aedes as well as Culex [76,77,78]. However, knowledge on receptors associated with host seeking, in particular for heat and CO2 detection, in the three Culex species we focused on in this study remains limited, and future studies will be necessary to unravel the physiological and molecular mechanisms underlying host seeking in these disease vector insects.

5. Conclusions

In this study, we determined the Tp and CO2-gated heat-seeking behaviors of three Culex spp., Cx. tarsalis, Cx. territans, and Cx. quinquefasciatus. We found that both the environmental conditions in the habitat of origin and host preferences of these three species impacted their Tp and host seeking behavior. Future experiments will further dive into better understanding the thermal biology of these species at the behavioral and genetic levels.

Acknowledgments

The authors would like to thank Danny Eanes from the Department of Biochemistry at Virginia Tech for building the thermal gradient. We also thank Darren Dougharty and Shajaesza Diggs for mosquito colony care as well as Mountain Lake Biological Station (UVA, VA). The following reagents were provided by the Center for Disease Control and Prevention for distribution by BEI Resources, NIAID, NIH: Culex quinquefasciatus, Strain JHB, NR-43025 and Culex tarsalis, Strain YOLO, NR-43026. Funding sources to C.L. and C.V.: Biochemistry Department, The Fralin Life Science Institute, The Global Change Center at Virginia Tech and The National Science Foundation under grant IOS-2114127. The graphical abstract, Figure 1 and Figure 2 were created with BioRender.com (accessed on 10 December 2021).

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/insects13010092/s1, Table S1: Analysis of deviance table for the Generalized Linear Mixed Model analyzing the proportion of mosquito landings on Peltierwarm in the heat seeking assay (data in Table 1), Table S2: Pairwise contrasts for the proportion of mosquito landings on Peltierwarm in the heat seeking assay (data in Table 1), Table S3: Analysis of deviance table for the Generalized Linear Mixed Model analyzing the proportion of mosquito landings on Peltierwarm as a function of the duration of exposure to the thermal stimuli in the heat seeking assay (data in Table 2), Table S4: Pairwise contrasts for the proportion of mosquito landings on Peltierwarm as a function of the duration of exposure to the thermal stimuli in the heat seeking assay (data in Table 2), Table S5: Analysis of deviance table for the Generalized Linear Mixed Model analyzing the proportion of mosquito landings on Peltierwarm at 23°C before every thermal stimulus in the heat seeking assay (data in Table 3), Table S6: Pairwise contrasts for the proportion of mosquito landings on Peltierwarm at 23 °C before every thermal stimulus in the heat seeking assay (data in Table 3).

Author Contributions

Conceptualization, C.V. and C.L.; data curation, J.M.R., K.C., H.O. and C.L.; formal analysis, K.C., H.O., J.E.C., C.V. and C.L.; funding acquisition, C.V. and C.L.; investigation, J.M.R., K.C., H.O. and C.L.; methodology, K.C., C.V. and C.L.; project administration, C.L.; resources, C.V. and C.L.; software, J.E.C.; supervision, C.V. and C.L.; validation, C.V. and C.L.; visualization, K.C. and C.V.; writing—original draft, J.M.R., K.C., C.V. and C.L.; writing—review and editing, J.M.R., K.C., H.O., J.E.C., C.V. and C.L. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Department of Biochemistry, The Fralin Life Science Institute, the Global Change Center at Virginia Tech and by the National Science Foundation: IOS-2114127.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data can be accessed online https://github.com/mosquito-hub/Culex-Thermal-Biology.git (accessed on 10 January 2022) and upon email request.

Conflicts of Interest

The authors declare no conflict of interest.

Footnotes

Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Heinrich B. Insect thermoregulation. Endeavour. 1995;19:28–33. doi: 10.1016/0160-9327(95)98891-I. [DOI] [Google Scholar]
  • 2.Benoit J.B., Lazzari C.R., Denlinger D.L., Lahondère C. Thermoprotective adaptations are critical for arthropods feeding on warm-blooded hosts. Curr. Opin. Insect Sci. 2019;34:7–11. doi: 10.1016/j.cois.2019.02.003. [DOI] [PubMed] [Google Scholar]
  • 3.Dillon M.E., Wang G., Garrity P.A., Huey R.B. Thermal preference in Drosophila. J. Therm. Biol. 2009;34:109–119. doi: 10.1016/j.jtherbio.2008.11.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Gilbert A.L., Miles D.B. Natural selection on thermal preference, critical thermal maxima and locomotor performance. Proc. R. Soc. B Boil. Sci. 2017;284:20170536. doi: 10.1098/rspb.2017.0536. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Lazzari C.R. Temperature preference in Triatoma infestans (Hemiptera: Reduviidae) Bull. Entomol. Res. 1991;81:273–276. doi: 10.1017/S0007485300033538. [DOI] [Google Scholar]
  • 6.Schilman P., Lazzari C. Temperature preference in Rhodnius prolixus, effects and possible consequences. Acta Trop. 2004;90:115–122. doi: 10.1016/j.actatropica.2003.11.006. [DOI] [PubMed] [Google Scholar]
  • 7.Ciota A., Matacchiero A.C., Kilpatrick A.M., Kramer L.D. The Effect of Temperature on Life History Traits of Culex Mosquitoes. J. Med. Entomol. 2014;51:55–62. doi: 10.1603/ME13003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Eldridge B.F. The Effect of Temperature and Photoperiod on Blood-Feeding and Ovarian Development in Mosquitoes of the Culex Pipiens Complex. Am. J. Trop. Med. Hyg. 1968;17:133–140. doi: 10.4269/ajtmh.1968.17.133. [DOI] [PubMed] [Google Scholar]
  • 9.Reinhold J.M., Lazzari C.R., Lahondère C. Effects of the Environmental Temperature on Aedes aegypti and Aedes albopictus Mosquitoes: A Review. Insects. 2018;9:158. doi: 10.3390/insects9040158. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Rivas G., Teles-De-Freitas R., Pavan M.G., Lima J.B.P., Peixoto A.A., Bruno R.V. Effects of Light and Temperature on Daily Activity and Clock Gene Expression in Two Mosquito Disease Vectors. J. Biol. Rhythm. 2018;33:272–288. doi: 10.1177/0748730418772175. [DOI] [PubMed] [Google Scholar]
  • 11.Carnaghi M., Belmain S.R., Hopkins R.J., Hawkes F.M. Multimodal synergisms in host stimuli drive landing response in malaria mosquitoes. Sci. Rep. 2021;11:7379. doi: 10.1038/s41598-021-86772-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Corfas R., Vosshall L.B. The cation channel TRPA1 tunes mosquito thermotaxis to host temperatures. eLife. 2015;4:e11750. doi: 10.7554/eLife.11750. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Liu M.Z., Vosshall L.B. General Visual and Contingent Thermal Cues Interact to Elicit Attraction in Female Aedes aegypti Mosquitoes. Curr. Biol. 2019;29:2250–2257. doi: 10.1016/j.cub.2019.06.001. [DOI] [PubMed] [Google Scholar]
  • 14.Lazzari C.R. The thermal sense of blood-sucking insects: Why physics matters. Curr. Opin. Insect Sci. 2019;34:112–116. doi: 10.1016/j.cois.2019.05.006. [DOI] [PubMed] [Google Scholar]
  • 15.van Breugel F., Riffell J., Fairhall A., Dickinson M.H. Mosquitoes Use Vision to Associate Odor Plumes with Thermal Targets. Curr. Biol. 2015;25:2123–2129. doi: 10.1016/j.cub.2015.06.046. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Zermoglio P.F., Robuchon E., Leonardi M.S., Chandre F., Lazzari C.R. What does heat tell a mosquito? Characterization of the orientation behaviour of Aedes aegypti towards heat sources. J. Insect Physiol. 2017;100:9–14. doi: 10.1016/j.jinsphys.2017.04.010. [DOI] [PubMed] [Google Scholar]
  • 17.Clarke A., Rothery P. Scaling of body temperature in mammals and birds. Funct. Ecol. 2007;22:58–67. doi: 10.1111/j.1365-2435.2007.01341.x. [DOI] [Google Scholar]
  • 18.Prinzinger R., Preßmar A., Schleucher E. Body temperature in birds. Comp. Biochem. Physiol. Part A Physiol. 1991;99:499–506. doi: 10.1016/0300-9629(91)90122-S. [DOI] [Google Scholar]
  • 19.Werner A., Gunga H.-C. Monitoring of Core Body Temperature in Humans. Stress Chall. Immun. Space. 2019:477–498. doi: 10.1007/978-3-030-16996-1_26. [DOI] [Google Scholar]
  • 20.Verhulst N.O., Brendle A., Blanckenhorn W.U., Mathis A. Thermal preferences of subtropical Aedes aegypti and temperate Ae. japonicus mosquitoes. J. Therm. Biol. 2020;91:102637. doi: 10.1016/j.jtherbio.2020.102637. [DOI] [PubMed] [Google Scholar]
  • 21.Darcy R.F., Ward R.A. Identification and Geographical Distribution of the Mosquitoes of North America, North of Mexico. University Press of Florida/State University System; Gainesville, FL, USA: 2005. [Google Scholar]
  • 22.Bartlett-Healy K., Crans W., Gaugler R. Temporal and spatial synchrony of Culex territans (Diptera: Culicidae) with their amphibian hosts. J. Med. Entomol. 2008;45:1031–1038. doi: 10.1603/0022-2585(2008)45[1031:TASSOC]2.0.CO;2. [DOI] [PubMed] [Google Scholar]
  • 23.Godsey M.S., Jr., Burkhalter K., Delorey M., Savage H.M. Seasonality and time of host-seeking activity of Culex tarsalis and floodwater Aedes in northern Colorado, 2006–2007. J. Am. Mosq. Control Assoc. 2010;26:148–159. doi: 10.2987/09-5966.1. [DOI] [PubMed] [Google Scholar]
  • 24.Campbell G.L., Marfin A.A., Lanciotti R.S., Gubler D.J. West nile virus. Lancet Infect. Dis. 2002;2:519–529. doi: 10.1016/S1473-3099(02)00368-7. [DOI] [PubMed] [Google Scholar]
  • 25.Gouck H.K., Godwin D.R., Schreck C.E. Feeding patterns of six species of mosquitoes. Mosq. News. 1971;31:99–101. [Google Scholar]
  • 26.Downe A.E.R., Archer J.A. The Effects of Different Blood-Meal Sources on Digestion and Egg Production in Culex Tarsalis Coq. (Diptera: Culicidae) J. Med. Entomol. 1975;12:431–437. doi: 10.1093/jmedent/12.4.431. [DOI] [PubMed] [Google Scholar]
  • 27.Kent R., Juliusson L., Weissmann M., Evans S., Komar N., Kading R. Seasonal Blood-Feeding Behavior of Culex tarsalis (Diptera: Culicidae) in Weld County, Colorado, 2007. J. Med. Entomol. 2009;46:380–390. doi: 10.1603/033.046.0226. [DOI] [PubMed] [Google Scholar]
  • 28.Tempelis C.H., Reeves W.C., Bellamy R.E., Lofy M.F. A Three-Year Study of the Feeding Habits of Culex Tarsalis in Kern County, California. Am. J. Trop. Med. Hyg. 1965;14:170–177. doi: 10.4269/ajtmh.1965.14.170. [DOI] [PubMed] [Google Scholar]
  • 29.Burkett-Cadena N., Eubanks M.D., Hassan H.K., Unnasch T.R., Guyer C., Graham S.P., Katholi C.R. Blood Feeding Patterns of Potential Arbovirus Vectors of the Genus Culex Targeting Ectothermic Hosts. Am. J. Trop. Med. Hyg. 2008;79:809–815. doi: 10.4269/ajtmh.2008.79.809. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Savage H.M., Aggarwal D., Apperson C.S., Katholi C.R., Gordon E., Hassan H.K., Anderson M., Charnetzky D., McMillen L., Unnasch E.A., et al. Host Choice and West Nile Virus Infection Rates in Blood-Fed Mosquitoes, Including Members of the Culex pipiens Complex, from Memphis and Shelby County, Tennessee, 2002–2003. Vector-Borne Zoonotic Dis. 2007;7:365–386. doi: 10.1089/vbz.2006.0602. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Malafronte R.D.S., Calvo E., A James A., Marinotti O. The major salivary gland antigens of Culex quinquefasciatus are D7-related proteins. Insect Biochem. Mol. Biol. 2003;33:63–71. doi: 10.1016/S0965-1748(02)00168-6. [DOI] [PubMed] [Google Scholar]
  • 32.Kent R.J., Crabtree M.B., Miller B.R. Transmission of West Nile Virus by Culex quinquefasciatus Say Infected with Culex Flavivirus Izabal. PLoS Negl. Trop. Dis. 2010;4:e671. doi: 10.1371/journal.pntd.0000671. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Molaei G., Andreadis T.G., Armstrong P.M., Bueno Jr R., Dennett J.A., Real S.V., Sargent C., Bala A., Randle Y., Guzman H., et al. Host feeding pattern of Culex quinquefasciatus (Diptera: Culicidae) and its role in transmission of West Nile virus in Harris County, Texas. Am. J. Trop. Med. 2007;77:73–81. doi: 10.4269/ajtmh.2007.77.73. [DOI] [PubMed] [Google Scholar]
  • 34.Nitatpattana N., Apiwathnasorn C., Barbazan P., Leemingsawat S., Yoksan S., Gonzalez J.-P. First isolation of Japanese encephalitis from Culex quinquefasciatus in Thailand. Southeast Asian J. Trop. Med. Public Health. 2005;36:875–878. [PubMed] [Google Scholar]
  • 35.Wang Z., Zhang X., Li C., Zhang Y., Xing D., Wu Y., Zhao T. Vector Competence of Five Common Mosquito Species in the People’s Republic of China for Western Equine Encephalitis Virus. Vector-Borne Zoonotic Dis. 2012;12:605–608. doi: 10.1089/vbz.2011.0660. [DOI] [PubMed] [Google Scholar]
  • 36.Bartlett-Healy K., Crans W., Gaugler R. Vertebrate Hosts and Phylogenetic Relationships of Amphibian Trypanosomes from a Potential Invertebrate Vector, Culex territans Walker (Diptera: Culicidae) J. Parasitol. 2009;95:381–387. doi: 10.1645/GE-1793.1. [DOI] [PubMed] [Google Scholar]
  • 37.Desser S.S., Hong H., Martin D.S. The Life History, Ultrastructure, and Experimental Transmission of Hepatozoon catesbianae n. comb., an Apicomplexan Parasite of the Bullfrog, Rana catesbeiana and the Mosquito, Culex territans in Algonquin Park, Ontario. J. Parasitol. 1995;81:212. doi: 10.2307/3283922. [DOI] [PubMed] [Google Scholar]
  • 38.LaPointe D.A., Goff M.L., Atkinson C.T. Comparative susceptibility of introduced forest-dwelling mosquitoes in Hawai’i to avian malaria, Plasmodium relictum. J. Parasitol. 2005;91:843–849. doi: 10.1645/GE-3431.1. [DOI] [PubMed] [Google Scholar]
  • 39.Votýpka J., Szabova J., Radrova J., Zídková L., Svobodova M. Trypanosoma culicavium sp. nov., an avian trypanosome transmitted by Culex mosquitoes. Int. J. Syst. Evol. 2012;62:745–754. doi: 10.1099/ijs.0.032110-0. [DOI] [PubMed] [Google Scholar]
  • 40.Ball G.H., Oda S.N. Sexual Stages in the Life History of the Hemogregarine Hepatozoon rarefaciens (Sambon and Seligmann, 1907) J. Protozool. 1971;18:697–700. doi: 10.1111/j.1550-7408.1971.tb03399.x. [DOI] [Google Scholar]
  • 41.Ritchie M.W., Dawson J.W., MacMillan H.A. A simple and dynamic thermal gradient device for measuring thermal performance in small ectotherms. Curr. Res. Insect Sci. 2020;1:100005. doi: 10.1016/j.cris.2020.100005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.R Core Team . R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing; Vienna, Austria: 2021. [(accessed on 5 December 2021)]. Available online: http://www.r-project.org/ [Google Scholar]
  • 43.Bates D., Mächler M., Bolker B., Walker S. Fitting Linear Mixed-Effects Models Using lme4. J. Stat. Softw. 2015;67:1–48. doi: 10.18637/jss.v067.i01. [DOI] [Google Scholar]
  • 44.Hothorn T., Bretz F., Westfall P. Simultaneous Inference in General Parametric Models. Biom. J. 2008;50:346–363. doi: 10.1002/bimj.200810425. [DOI] [PubMed] [Google Scholar]
  • 45.Lenth R., Singmann H., Love J., Buerkner P., Herve M. Emmeans: Estimated Marginal Means, Aka Least-Squares Means. R Package. 2018;1:3. [Google Scholar]
  • 46.Wickham H. Ggplot2: Elegant Graphics for Data Analysis. 2nd ed. Springer; New York, NY, USA: 2016. [Google Scholar]
  • 47.Sun W., Shults J., Leonard M. A Note on the Use of Unbiased Estimating Equations to Estimate Correlation in Analysis of Longitudinal Trials. Biom. J. 2009;51:5–18. doi: 10.1002/bimj.200710493. [DOI] [PubMed] [Google Scholar]
  • 48.Samy A., Elaagip A.H., Kenawy M., Ayres C.F.J., Peterson A.T., Soliman D. Climate Change Influences on the Global Potential Distribution of the Mosquito Culex quinquefasciatus, Vector of West Nile Virus and Lymphatic Filariasis. PLoS ONE. 2016;11:e0163863. doi: 10.1371/journal.pone.0163863. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Reisen W.K. The Contrasting Bionomics of Culex Mosquitoes in Western North America. J. Am. Mosq. Control Assoc. 2012;28:82–91. doi: 10.2987/8756-971X-28.4.82. [DOI] [PubMed] [Google Scholar]
  • 50.Benoit J.B., Denlinger D.L. Suppression of water loss during adult diapause in the northern house mosquito, Culex pipiens. J. Exp. Biol. 2007;210:217–226. doi: 10.1242/jeb.02630. [DOI] [PubMed] [Google Scholar]
  • 51.Benoit J.B., Lopez-Martinez G., Phillips Z.P., Patrick K.R., Denlinger D.L. Heat shock proteins contribute to mosquito dehydration tolerance. J. Insect Physiol. 2010;56:151–156. doi: 10.1016/j.jinsphys.2009.09.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Rinehart J.P., Robich R.M., Denlinger D.L. Enhanced cold and desiccation tolerance in diapausing adults of Culex pipiens, and a role for Hsp70 in response to cold shock but not as a component of the diapause program. J. Med. Entomol. 2006;43:713–722. doi: 10.1093/jmedent/43.4.713. [DOI] [PubMed] [Google Scholar]
  • 53.Anderson A.W., Harwood R.F. Cold tolerance in adult female Culex tarsalis (Coquillett) Mosq. News. 1966;26 [Google Scholar]
  • 54.McMeniman C., Corfas R., Matthews B., Ritchie S.A., Vosshall L.B. Multimodal Integration of Carbon Dioxide and Other Sensory Cues Drives Mosquito Attraction to Humans. Cell. 2014;156:1060–1071. doi: 10.1016/j.cell.2013.12.044. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Greppi C., Laursen W.J., Budelli G., Chang E.C., Daniels A.M., van Giesen L., Smidler A.L., Catteruccia F., Garrity P.A. Mosquito heat seeking is driven by an ancestral cooling receptor. Science. 2020;367:681–684. doi: 10.1126/science.aay9847. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Reinhold J.M. (Virginia Tech, Blacksburg, VA, USA), Roark M. (University of Virginia at Wise, Wise, VA, USA), McLeod D. (Unviersity of Virginia, Charlottesville, VA, USA), Lahondère C. (Virginia Tech, Blacksburg, VA, USA). Carbon dioxide level detection in the green frog, Lithobates clamitans, and the bullfrog, Lithobates catesbeiannus. 2021. Unpublished work.
  • 57.Wheelwright M., Whittle C.R., Riabinina O. Olfactory systems across mosquito species. Cell Tissue Res. 2021;383:75–90. doi: 10.1007/s00441-020-03407-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Wolff G.H., Riffell J.A. Olfaction, experience and neural mechanisms underlying mosquito host preference. J. Exp. Biol. 2018;221:157131. doi: 10.1242/jeb.157131. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Miller B.R., Crabtree M.B., Savage H.M. Phylogeny of fourteen Culex mosquito species, including the Culex pipiens complex, inferred from the internal transcribed spacers of ribosomal DNA. Insect Mol. Biol. 1996;5:93–107. doi: 10.1111/j.1365-2583.1996.tb00044.x. [DOI] [PubMed] [Google Scholar]
  • 60.Harbach R.E., Culverwell C.L., Kitching I.J. Phylogeny of the nominotypical subgenus of Culex (Diptera: Culicidae): Insights from analyses of anatomical data into interspecific relationships and species groups in an unresolved tree. Syst. Biodivers. 2017;15:296–306. doi: 10.1080/14772000.2016.1252439. [DOI] [Google Scholar]
  • 61.Weitzel T., Collado A., Jöst A., Pietsch K., Storch V., Becker N. Genetic Differentiation of Populations within the Culex pipiens Complex and Phylogeny of Related Species. J. Am. Mosq. Control Assoc. 2009;25:6–17. doi: 10.2987/08-5699.1. [DOI] [PubMed] [Google Scholar]
  • 62.Reidenbach K.R., Cook S., Bertone M.A., Harbach R.E., Wiegmann B.M., Besansky N.J. Phylogenetic analysis and temporal diversification of mosquitoes (Diptera: Culicidae) based on nuclear genes and morphology. BMC Evol. Biol. 2009;9:298. doi: 10.1186/1471-2148-9-298. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Yang L., Agramonte N., Linthicum K.J., Bloomquist J.R. A Survey of Chemoreceptive Responses on Different Mosquito Appendages. J. Med. Entomol. 2020;58:475–479. doi: 10.1093/jme/tjaa154. [DOI] [PubMed] [Google Scholar]
  • 64.Stanczyk N.M., Brookfield J.F.Y., Ignell R., Logan J.G., Field L.M. Behavioral insensitivity to DEET in Aedes aegypti is a genetically determined trait residing in changes in sensillum function. Proc. Natl. Acad. Sci. USA. 2010;107:8575–8580. doi: 10.1073/pnas.1001313107. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Ditzen M., Pellegrino M., Vosshall L.B. Insect Odorant Receptors Are Molecular Targets of the Insect Repellent DEET. Science. 2008;319:1838–1842. doi: 10.1126/science.1153121. [DOI] [PubMed] [Google Scholar]
  • 66.Owen W.B. The contact chemoreceptor appendages of the mosquito and their function in feeding behaviour. J. Insect Physiol. 1963;9:73–87. doi: 10.1016/0022-1910(63)90085-4. [DOI] [Google Scholar]
  • 67.Kwon H.-W., Lu T., Rutzler M., Zwiebel L.J. Olfactory responses in a gustatory organ of the malaria vector mosquito Anopheles gambiae. Proc. Natl. Acad. Sci. USA. 2006;103:13526–13531. doi: 10.1073/pnas.0601107103. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Dennis E.J., Goldman O.V., Vosshall L.B. Aedes aegypti Mosquitoes Use Their Legs to Sense DEET on Contact. Curr. Biol. 2019;29:1551–1556. doi: 10.1016/j.cub.2019.04.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.McIver S.B. Comparative study of antennal sense organs of female culicine mosquitoes. Can. Entomol. 1970;102:1258–1267. doi: 10.4039/Ent1021258-10. [DOI] [Google Scholar]
  • 70.Davis E.E., Sokolove P.G. Temperature responses of antennal receptors of the mosquito, Aedes aegypti. J. Comp. Physiol. A. 1975;96:223–236. doi: 10.1007/BF00612696. [DOI] [Google Scholar]
  • 71.Wang G., Qiu Y.T., Lu T., Kwon H.-W., Pitts R.J., Van Loon J.J.A., Takken W., Zwiebel L.J. Anopheles gambiae TRPA1 is a heat-activated channel expressed in thermosensitive sensilla of female antennae. Eur. J. Neurosci. 2009;30:967–974. doi: 10.1111/j.1460-9568.2009.06901.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.McIver S.B. Fine structure of antennal sensilla coeloconica of culicine mosquitoes. Tissue Cell. 1973;5:105–112. doi: 10.1016/S0040-8166(73)80009-6. [DOI] [PubMed] [Google Scholar]
  • 73.McIver S., Charlton C. Studies on the sense organs on the palps of selected culicine mosquitoes. Can. J. Zool. 1970;48:293–295. doi: 10.1139/z70-048. [DOI] [PubMed] [Google Scholar]
  • 74.Healy K., Crans W., Gaugler R. Phonotaxis to Amphibian Vocalizations in Culex territans (Diptera: Culicidae) Ann. Entomol. Soc. Am. 2008;101:95–103. doi: 10.1603/0013-8746(2008)101[95:PTAVIC]2.0.CO;2. [DOI] [Google Scholar]
  • 75.Erdelyan C.N.G., Mahood T.H., Bader T.S.Y., Whyard S. Functional validation of the carbon dioxide receptor genes in Aedes aegypti mosquitoes using RNA interference. Insect Mol. Biol. 2012;21:119–127. doi: 10.1111/j.1365-2583.2011.01120.x. [DOI] [PubMed] [Google Scholar]
  • 76.Xu P., Wen X., Leal W.S. CO2 per se activates carbon dioxide receptors. Insect Biochem. Mol. Biol. 2020;117:103284. doi: 10.1016/j.ibmb.2019.103284. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Liu F., Ye Z., Baker A., Sun H., Zwiebel L.J. Gene editing reveals obligate and modulatory components of the CO2 receptor complex in the malaria vector mosquito, Anopheles coluzzii. Insect Biochem. Mol. Biol. 2020;127:103470. doi: 10.1016/j.ibmb.2020.103470. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Robertson H.M., Kent L.B. Evolution of the Gene Lineage Encoding the Carbon Dioxide Receptor in Insects. J. Insect Sci. 2009;9:19. doi: 10.1673/031.009.1901. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

Data can be accessed online https://github.com/mosquito-hub/Culex-Thermal-Biology.git (accessed on 10 January 2022) and upon email request.


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