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Article

Effects of High-Temperature Stress on Biological Characteristics of Coccophagus japonicus Compere

1
Environment and Plant Protection Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, China
2
College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
3
School of Tropical Agriculture and Forestry, Hainan University, Haikou 570228, China
4
Hainan Provincial Engineering Research Center for the Breeding and Industrialization of Natural Enemies, Haikou 571101, China
5
Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya 572025, China
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Insects 2024, 15(10), 801; https://doi.org/10.3390/insects15100801
Submission received: 25 September 2024 / Revised: 12 October 2024 / Accepted: 13 October 2024 / Published: 14 October 2024
(This article belongs to the Section Insect Physiology, Reproduction and Development)

Abstract

:

Simple Summary

This study reveals that exposure to short-term high temperatures of 36 °C, 38 °C, and 40 °C, or continuous high temperatures of 32 °C and 34 °C, can adversely affect the growth, development, reproduction, and parasitism of Coccophagus japonicus Compere. In addition to negatively affecting adult female insects, C. japonicus larvae and pupae exposed to both short-term and continuous high-temperature stress showed impaired survival rates, delayed development, reduced longevity, and decreased fecundity, which also impacted offspring survival and parasitism. The results suggest that the degree of temperature stress and its duration play crucial roles in parasitoid development.

Abstract

The parasitoid, Coccophagus japonicus Compere (Hymenoptera: Aphelinidae) is a dominant natural enemy of Parasaissetia nigra Nietner (Hemiptera: Coccidae), an important pest of rubber trees. Much of Chinese rubber is cultivated in hotter regions such as Yunnan and Hainan, exposing applied parasitoids to non-optimal temperatures. Therefore, C. japonicus must adapt to avoid temperature-related impacts on survival and population expansion. In this study, we monitored the survival rate, developmental duration, parasitism rate, and fecundity of C. japonicus during short-term exposures to 36 °C, 38 °C, and 40 °C for 2, 4, and 6 h, as well as continuous exposures to 32 °C and 34 °C for 3 days. The results show that short-term exposure to high-temperature stress leads to decreased survival rate of C. japonicus larvae and pupae, with survival rates declining as temperature and duration increase. High-temperature stress also delayed insect development, reduced mature egg production, shortened the body length of newly emerged females, and decreased female lifespans. Moreover, continuous high-temperature stress was found to significantly impact the development and reproduction of C. japonicus. Compared with the CK (27 °C), 3 d of continuous exposure to 34 °C prolonged developmental duration, shortened the body length and lifespan of newly emerged females, reduced survival rate and single female fecundity, and significantly decreased offspring numbers and parasitism rates. Temperatures of 36 °C, 38 °C, and 40 °C decreased the mortality time of adult females to 28.78, 16.04, and 7.91 h, respectively. Adverse temperatures also affected the insects’ functional response, with 8 h of stress at 36 °C, 38 °C, and 40 °C causing the control efficiency of C. japonicus on P. nigra. This level of stress in the parasitoids was found to reduce the immediate attack rate and search effect, prolong processing time, and attenuate interference between small prey. Parasitoid efficiency was lowest following exposure to 40 °C. In this study, we determined the range of high temperatures that C. japonicus populations can tolerate under short- or long-term stress, providing guidance for future field applications.

1. Introduction

Insect life processes are greatly influenced by temperature [1], with exposure to heat beyond the thermophilic zone adversely affecting survival, development, reproduction, behavior, and physiology [2]. Furthermore, heat stress can impair the hunting and parasitizing abilities of parasitic and predatory insects [3,4], thereby altering their ecological roles. In high-temperature regions, even minor variations in average temperature can significantly exacerbate the negative effects experienced by insects. Insects living in tropical regions are inevitably subjected to heat stress during at least one life stage, with impacts closely linked with the intensity and duration of temperature exposure [5]. The strength and frequency of heat waves are predicted to increase due to the ongoing threat of global climate change [6,7], potentially altering critical trophic levels and disrupting the overall structure and function of various ecosystems. Extreme heat can cause dehydration, impair intracellular ion concentrations, disrupt neural transmission, weaken the synthesis of biological macromolecules, and impede system functions [8,9]. These effects ultimately trigger changes in insect physiological responses and their underlying mechanisms. For instance, heat stress in Drosophila melanogaster Meigen induces recessive mutations in the DNA, which may increase genetic diversity but cause an immediate fitness penalty [10]. Among the genetic effects of heat stress, a change in the expression levels of transposases and methylases has also been demonstrated. The increase in transpositions generates gene variability, essential for adaptation [11]. In contrast, Hippodamia variegate Goeze and Propylaea quatuordecimpunctata Linnaeus increase the expression of Heat Shock Protein 70 (Hsp70), which defends against cellular heat damage [12]. These adaptations to high temperatures are beneficial to insect growth and development, enabling them to withstand changing climates.
The soft-scale insect, Parasaissetia nigra Nietner (Hemiptera: Coccidae), has emerged as a significant pest of rubber trees in tropical regions, causing immense damage in China since its initial outbreak in Yunnan in 2004 [13]. Coccophagus japonicus Compere (Hymenoptera: Aphelinidae) is the dominant parasitoid of P. nigra, with a parasitism rate as high as 77.1%, offering an effective method for pest control in agricultural settings [14,15]. The wasp also targets many species of coccidaes, such as Ceroplastes floridensis Comstock, Ceroplastes rubens Maskeel, Coccus hesperidum Linnaeus, Ceroplastes japonicas Green, Coccus pseudomagnoliarum Kuwana, and Saissetia oleae Olivier [16]. As an endoparasitoid, C. japonicus parasitizes the second and third instar larvae, as well as early adults of P. nigra, with the highest emergence rate observed in third instar larvae [17]. Temperature has been found to significantly affect the survival, development, and reproduction of this parasitoid, with optimal control against P. nigra occurring within the range of 24–27 °C [14,15,18]. Previous research has documented the effects of low temperatures on C. japonicus, reporting that the emergence rate of 3-day-old pupae was 88.00% after 27 d at 12 °C but decreased to 44.67% at 10 °C [19]. Another study revealed that the survival rates, body length of newly emerged female wasps, mature egg loads, and adult female lifespans were positively correlated with increasing temperatures during short-term exposure to 2 °C, 4 °C, and 6 °C. However, these parameters exhibited a negative correlation with the duration of the stress, ranging from 0.5 to 2 d. Additionally, the developmental period of the insects was inversely proportional to the temperature of the stress and directly proportional to the length of exposure [20].
While the effects of low and optimal temperatures on C. japonicus have been investigated, little is known about the parasitoid’s responses to high temperatures. Further elucidation of this relationship is imperative for understanding and predicting the resilience of biological systems in the face of a warming planet [21,22,23,24,25,26]. Given that P. nigra predominantly inhabits tropical and subtropical regions, pest control efforts through field applications of C. japonicus may be hindered by the inevitable heat stress [27]. Given the prevalent high temperatures in Hainan, we have designed a series of varying temperatures and durations to systematically evaluate the physiological responses of the C. japonicus to high temperature stress. In this study, we investigated the growth and reproduction of C. japonicus larvae and pupae after short-term (36 °C, 38 °C, and 40 °C for 2, 4, and 6 h) and long-term (32 °C and 34 °C for 3 d) high-temperature stress in an indoor setting. For each treatment, we recorded the survival rate of adult C. japonicus, developmental period, body length of newly emerged females, number of mature eggs, and adult female lifespans. We also monitored the survival rates of adult females and the effects on parasitism following exposure to 36 °C, 38 °C, and 40 °C stress. Our results provide empirical evidence for the viability of C. japonicus as a pest control method in agricultural settings.

2. Materials and Methods

2.1. Insect Collection and Preparation

The initial population of P. nigra was collected from an experimental farm at the Yunnan Institute of Tropical Crops in Yunnan Province, China (21.95°N, 101.45°E). Subsequent generations were reared on mature pumpkin fruit in the insect breed room of the Environment and Plant Protection Institute, Chinese Academy of Tropical Agricultural Sciences (CATAS) in Hainan Province, China, under controlled laboratory conditions (26 ± 1 °C, 70–90% RH). The original population of C. japonicus was collected from the Danzhou Experimental Base (19.51°N, 109.49°E) at the Institute of Environment and Plant Protection, CATAS. Offspring were reared in a laboratory setting, with P. nigra serving as both a substrate for egg-laying and a food source for developing larvae [20]. Both P. nigra and C. japonicus populations belong to the Environment and Plant Protection Institute, CATAS.
To assess the effects of temperature stress, two mated two-day-old parasitoid females were placed into a cylindrical oviposition device. The device is a homemade transparent plastic container featuring a diameter of 7.5 cm and a height of 8.5 cm, with a 1 cm diameter aperture at its base. The device was positioned over approximately 30 third-instar scale larvae and placed in a climate chamber with standard conditions (27 ± 1 °C, 70–80% RH, 12L: 12D) (MGC-350HP-2, Shanghai Blue Pard Co., Ltd., Shanghai, China) to allow for parasitism. The parasitoids and the oviposition device were removed following 24 h. The parasitized scale larvae were maintained on whole pumpkins in the chamber to enable development.
To assess the effects of temperature stress on C. japonicus, samples were collected at various stages. This includes the third instar stage (approximately 10 d after oviposition), the three-day-old pupal stage (parasitoid prepupae visible through the abdomen), the fully developed pupal stage, and the adult stage (newly emerged females). All experimental samples were carefully selected to ensure good health and uniform sizing.

2.2. Short-Term High-Temperature Stress Assays

The survival, development, and reproduction of C. japonicus were evaluated under various short-term high-temperature stress treatments during larval and pupal stages. Sixty P. nigra, in which C. japonicus developed to the third instar, were used as larval samples for the experiment. Additionally, 30 three-day-old C. japonicus pupae were also collected as the pupal samples. The larval and pupal samples were placed in climate chambers at 36 °C, 38 °C, and 40 °C for 2, 4 and 6 h. Following stress treatment, samples were transferred into a climate chamber maintained at 27 ± 1 °C for continued culturing. In addition to these nine treatments, another suit of scale larvae and pupae described above were reared continuously in a climate chamber with standard conditions (27 ± 1 °C, 70–80% RH, 12L:12D) as the control group.
Once they developed a brown body color, C. japonicus pupae were removed from the pumpkins and placed in test tubes (12 mm × 60 mm). The survival rate and development duration (days until adulthood) were continuously monitored. Upon emergence, every five new females were collected into one test tube, provided with 20% sucrose water as a food source and cultured in a climate chamber (27 ± 1 °C). The 20% sucrose solution is 20 g sucrose using ddH2O volume to 100 mL. Survival rates were recorded every 24 h until all samples perished and longevity was calculated. The body length of newly emerged females was measured using a stereomicroscope (JSZ8, Nanjing Jiangnan Yongxin Op-tics Co., Ltd., Nanjing, China). To assess egg-laying by stressed parasitoids, the female and male parasitoids were placed in a 1:1 ratio for one day to ensure successful mating. Two mated females were placed in a petri dish (a diameter of 9 cm) with 30 third-instar scale larvae, which were replaced every 24 h until the parasitoids died. Each parasitized insect was dissected under a stereomicroscope to record the total number of eggs deposited and calculate the oviposition rate. In each experimental group, the fecundity of six parasitoids and the lifespan of 30 wasps were observed, and the experiment was replicated three times.

2.3. Continuous High-Temperature Stress Assays

The survival, development, and reproduction responses of C. japonicus to continuous high-temperature stress during larval and pupal stages were investigated by placing samples in climate chambers set at 32 °C and 34 °C. Following 3 d of stress treatment, the samples were transferred to a climate chamber maintained at 27 ± 1 °C for continued culturing. The control larvae and pupae groups were consistently reared at 27 ± 1 °C.
To determine the effects of continuous high temperature on C. japonicus offspring, 60 third-instar P. nigra larvae and four two-day-old females C. japonicus reared in high-temperature stresses were placed in an oviposition device and incubated in a 27 ± 1 °C climate chamber. These two-day-old females were allowed to mate for one day before the experiment. After 24 h, the female adults and the device were removed, while the parasitized scale insects were left for further development. Once the new generation of C. japonicus developed to the brown pupal stage, they were placed in test tubes and maintained in climate chambers. The number of hatchlings, developmental duration, body length of newly emerged females, and parasitism rate were recorded. The experiment was replicated three times.

2.4. Survival and Biological Control Assay Following High-Temperature Stress

The effects of high-temperature stress on the biological control functions of C. japonicus were examined by calculating the lethal time and parasitism function of treated insects. Thirty similarly sized newly emerged C. japonicus females were collected in test tubes and placed in climate chambers under the following conditions: 36 °C for 8, 16, 24, 32, or 40 h; 38 °C for 8, 12, 16, 20, or 24 h; 40 °C for 4, 6, 8, 10, or 12 h; and 27 ± 1 °C constant temperature for the control. Insects were supplied with 20% sucrose water, and adult survival rates and lethal durations were recorded. The experiment was replicated three times.
The impact of temperature on parasitism was examined by placing individual pairs of male and female parasitoids in test tubes for one day to allow mating. Male and female insects were separated and transferred to climate chambers set to 36 °C, 38 °C, and 40 °C for 8 h. After 1 h recovery at 27 ± 1 °C, the females were placed in individual Petri dishes containing pumpkins with 5, 10, 15, 20, 25, and 30 third-instar larval scale insects. Adult females were removed after 24 h of incubation, and parasitism rates were calculated by dissecting the hosts under a stereomicroscope. The experiment was replicated three times.

2.5. Data Processing

SPSS 23.0 was used for experimental data analysis, while Microsoft Excel 2021 was used for chart generation. The Scheirer–Rey–Hare test was used to analyze the effects of various temperatures and stress durations on key life parameters of C. japonicus larvae and pupae, including survival rate, development period, body length of newly emerged females, mature egg number, and female adult longevity. Survival rate data were adjusted using inverse sine square root transformation and the number of mature eggs was logarithmic transformed before analysis of variance. Probit regression was used to analyze the median lethal time (LT50) of female C. japonicus adults. One-way Analysis of Variance (ANOVA) was employed for all remaining parameters, followed by Duncan’s multiple range test for comparing the differences in means.
Holling-II functional response model [28]: Na = a′NT/(1 + a′ThN), Na is the number of parasitized P. nigra. a′ is the instantaneous attack rate. N is the density of P. nigra. Th is the average amount of time it takes to parasite P. nigra. And T is the total time of discovery and parasitism of P. nigra by C. japonicus.

3. Results

3.1. Effects of Short-Term High-Temperature Stress on C. japonicus

Short-term exposure to high-temperature stress during both pupal and larval stages significantly influenced the survival, development, and reproduction of C. japonicus. Both temperature and the duration of stress heavily impacted life parameters; however, they elicited slightly different physiological reactions. As the temperature stress increased, the survival rate, body length, mature egg mass of newly emerged female adults, and lifespan of C. japonicus decreased, whereas the duration of development was relatively increased. Variations in stress duration conferred similar effects on the parasitoids, though it did not notably impact female body length or mature egg mass in the larval treatment group, nor did it affect female life span in the pupal treatment group (Table 1 and Table 2).
Exposure to 4 or 6 h at 36 °C, 38 °C, and 40 °C, and 2 h at 38 °C and 40 °C during the larval stage significantly reduced the survival rate of C. japonicus compared to the CK (control). Developmental duration was significantly delayed, and female body length was reduced when parasitoid larvae were subjected to 38 °C for 6 h or 40 °C stress for more than 4 h. Moreover, increases in temperature and stress duration led to a gradual reduction in adult female lifespan and the number of mature eggs (Table 3).
During the pupal stage, exposure to 36 °C for 6 h or 38 °C and higher for any duration significantly impaired C. japonicus survival rate compared to the CK. Developmental durations were delayed, and female body length was reduced when parasitoid pupae experienced 40 °C stress for more than 4 h and 2 h, respectively. Exposure to 36 °C for 4h or 6 h, as well as all durations of 38 °C, significantly reduced the number of mature eggs. Finally, any exposure above 38 °C at the pupal stage significantly decreased adult female lifespan compared to the CK (Table 4).

3.2. Effects of Continuous High-Temperature Stress on C. japonicus

The temperature and duration of continuous high-temperature stress during the larval and pupal stages significantly influenced the survival, development, and reproduction of C. japonicus (Table 5, Table 6, Table 7 and Table 8).
When C. japonicus larvae were maintained at 34 °C for 3 d, the survival rate (F = 15.450, p = 0.004, n = 381), developmental duration (F = 38.990, p < 0.001, n = 381), and body length of newly emerged female wasps (F = 10.111, p = 0.012, n = 90) were significantly lower than those kept at 32 °C and the CK.
Larvae exposed to 32 °C and 34 °C for 3 days exhibited reductions in female longevity (F = 38.802, p < 0.001, n = 291) and female fecundity (F = 65.020, p < 0.001, n = 18) when compared to the CK. No significant differences were observed between the other treatment groups (Table 5). Additionally, continuous high temperatures at the larval stage affected the number of emerged offspring, with significantly lower numbers observed in groups exposed to 34 °C stress for 3 d compared to those kept at 32 °C and the CK (F = 4.5, p = 0.064, n = 372). Compared to the CK, sustained exposures to temperatures over 32 °C did not notably impact the developmental duration (F = 2.517, p = 0.161, n = 372), body length (F = 1.583, p = 0.280, n = 90), and parasitism rates (F = 1.344, p = 0.329, n = 18) of offspring (Table 7).
In pupal treatment groups, continuous exposure to temperatures over 32 °C led to reductions in the survival rate, with declines becoming more pronounced at higher temperatures. Developmental duration (F = 111.938, p < 0.001, n = 255) was significantly reduced following 3 d of stress at 32 °C but increased after 3 d at 34 °C. Although a decrease in the body length of newly emerged females was observed, this difference was not significant. Compared to the CK, continuous exposure to heat stress above 32 °C resulted in reductions in female longevity (F = 113.107, p < 0.001, n = 255), with effects exacerbated by increasing temperatures. Additionally, when parasitoid pupae endured 34 °C stress for 3 d, single female fecundity (F = 82.788, p < 0.001, n = 18) was significantly decreased compared to the CK (Table 6). Continuous exposure to temperatures exceeding 34 °C led to progressively reduced numbers of emerged offspring and parasitism rates. When parasitoid pupae experienced 34 °C heat stress for 3 d, the number of emerged offspring (F = 25.590, p < 0.001, n = 326) and their parasitism rate (F = 8.887, p = 0.016, n = 18) declined significantly (F = 111.938, p < 0.001, n = 255). However, the developmental duration (F = 1.669, p = 0.265, n = 326) and body length (F = 0.001, p = 0.999, n = 90) of the offspring did not differ significantly from CK (Table 8).

3.3. Effects of High-Temperature Stress on the Biological Control Function of C. japonicus

The median lethal time (LT50) of treated C. japonicus decreased with increasing temperature, with LT50 values of 28.78 h, 16.04 h, and 7.91 h at 36 °C, 38 °C, and 40 °C, respectively. These findings demonstrate a gradual decrease in insect heat tolerance as temperatures rise (Table 9).
When C. japonicus was exposed to 36–40 °C for 8 h, the parasitism rate tended to stabilize at approximately 20–30 scales. Following 8 h of stress at 36 °C, parasitism rates were significantly lower than CK, when scale density exceeded 15. Significant differences were also observed in temperature treatments over 38 °C, with the lowest number of P. nigra parasitized by C. japonicus at 5.67 in the 40 °C treatment. At the same stress temperature, the number of parasitized scales increased as scale density rose from 5 to 30. This finding indicates that stress temperature and scale density influence parasitism by C. japonicus (Table 10).
The Hollings-II model was employed to fit the parasitism data (Table 10). The R2 values for all parameters were greater than 0.9856, meeting the significance criteria. The χ2 values ranged from 0.1629 to 1.1899, and a chi-square test confirmed that χ2 was less than χ2 (0.05) = 11.07, indicating consistency between the theoretical and observed values. When stressed at 36–40 °C, C. japonicus took longer to parasitize the scale insects compared to CK. Following 8 h of treatment, the immediate attack rate, parasitism efficiency, and parasitism upper limit were negatively correlated with temperature increases. The upper limit of parasitism at 40 °C was 1/6 of the CK value, indicating that high-temperature stress greatly reduced the parasitism efficiency in C. japonicus (Table 11).

4. Discussion

The results of this study support the notion that short-term exposure to high temperatures exerts detrimental impacts on the growth, development, survival, and reproduction of C. japonicus [1]. Our experiments reveal that temperature and stress duration exert a cumulative dose effect on the C. japonicus survival rate, with increases in both variables exacerbating the adverse effects of heat stress. These results align with a previous study on the parasitoid Trichogrammatoidea bactrae Nagaraja, which observed that increasing pupal exposure to high-temperature stress reduced adult survival and emergence rates while increasing malformation rates [29].
Our experiments demonstrate that exposure to temperatures ranging from 38 to 40 °C for over 4 h significantly extends the developmental duration of C. japonicus larvae and pupae, suggesting that even brief periods of heat stress can hinder development. This outcome mirrors the prolonged developmental period observed in the parasitoid Psyttalia incisae Silvestri following heat stress treatment [30]. Moreover, this study reports that the number of mature C. japonicus eggs produced decreased by 36.6% and 44.72% following exposure to high-temperature stress during the larval and pupa stages, respectively. This finding highlights potential damage to the insect reproductive system following high-temperature treatment. It is also possible that these treatments accelerate the metabolic rate, causing a more rapid consumption of nutrients stored in the body and less support for reproduction, thereby reducing the number of offspring [31]. In the present study, all high-temperature treatments reduced the longevity of C. japonicus females, except for larvae treated at 36 °C for 2–4 h and pupae treated at 36 °C for 2–6 h. The results are consistent with previous studies of other parasitoids, such as Venturia canescens Gravenhorst, Bactrocera cucurbitae Coquillett, Callosobruchus chinensis Linnaeus, Microplitis manila Ashmead and Aphelinus asychis Walker [32,33,34]. The reduced insect lifespan observed in our study may be caused by high temperatures accelerating the metabolic rate, resulting in damage to intracellular macromolecules by reactive oxygen species. The shortening of lifespan is likely due to an imbalance between insect damage repair and body maintenance [35,36]. The impact of continuous high-temperature stress on insect development and reproduction is highly influenced by factors such as species, developmental stage, and stress duration. In the present study, C. japonicus larvae subjected to 3 d of continuous stress at 34 °C experienced reductions in survival rates, and decreased female fecundity. After experiencing stress compared to pupae, the larvae exhibit a relatively minor impact on the survival rate and fecundity. This finding suggests that larvae demonstrate a greater capacity for adaptation to high temperatures compared to pupae. This finding is consistent with a previous report showing reduced adult lifespans and fecundity in Bradysia odoriphaga Yang et Zhang following exposure to temperatures above 28 °C. At temperatures exceeding 30 °C, the survival rate of all instars was significantly reduced, and the developmental period was heavily extended [37]. Moreover, the survival rates seemed to consistently exceed 80% across the majority of the treatments in our study (Table 2). This suggests that C. japonicus has the potential to live in the areas with even higher temperatures. Therefore, assessing the temperature tolerance of C. japonicus in detail, especially in the range above 40 °C, is needed for future studies to evaluate the application of this parasitoid in other tropical regions. A 2004 study found that the average fecundity of Metopolophium dirhodum Walker decreased from 51 to 28, and the average female lifespan decreased from 32 to 20 days, under temperatures of 27–33 °C [38]. Our results demonstrate reductions in the lifespan and offspring emergence rates of heat-stressed C. japonicus, underscoring the detrimental effects of prolonged exposure to extreme heat conditions (32 °C and 34 °C). Notably, previous works have reported that these adverse impacts are occasionally transgenerational, with parental wasps transmitting unfavorable factors to their offspring, thereby disrupting the trajectories of subsequent generations [39].
The adult body size of insects serves as a crucial indicator of fecundity and fitness [40] and has been extensively studied under various stress conditions. Notably, heat stress has been shown to significantly alter the body size of various insect species, such as Aphidius colemani Viereck, Aphidius gifuensis Ashmaed, Encarsia Sophia Girault and Dodd, and Harmonia axyridis Pallas [36,41,42]. This study investigated the effects of short-term heat stress on the larval and pupal stages of C. japonicus, revealing that the body length of newly emerged female adults progressively decreased along with increases in temperature and stress duration. For instance, larvae exposed to 40 °C for 4 and 6 h, and pupae exposed to 40 °C for 2, 4, and 6 h, exhibited significantly shorter bodies compared to the CK [43]. However, in most treatments, the variances in body length are relatively minor (Table 2 and Table 4). These findings suggest that heat stress can differentially affect the growth rate and developmental timeline of insects [44,45]. The observed reductions in body size have profound implications for the fitness and reproductive potential of C. japonicus, emphasizing the need for further research to elucidate the underlying mechanisms and assess potential consequences for pest control strategies.
The LT50 is an important metric for assessing changes in insect temperature tolerance under different stress conditions [46]. In this study, the LT50 of adult female C. japonicus decreased as temperatures increased from 36 °C to 40 °C. This pattern mirrors observations in Ostrinia furnacalis Guenée, which exhibited similar responses to heat stress [47]. Further investigation is required to determine whether this decline in heat tolerance is due to the significant evaporation of moisture within parasitoids under high-temperature conditions.
It is vital to assess the functional response of parasitic wasps to evaluate their pest control abilities [48]. In this experiment, the parasitism capabilities of C. japonicus at different P. nigra densities were calculated after various high-temperature stress treatments, and the results were consistent with the Holling-II model [28]. Compared to the CK, heat treatments resulted in reduced parasitism rates, with the lowest value observed following exposure to 40 °C. This finding supports a previous study that demonstrated reduced parasitism in Xanthopimpla stemmator Thunberg under high-temperature conditions [49], suggesting a strong link between the two. This may result from accelerated metabolism influencing mature egg production and motility [50]. Rising temperatures reportedly weaken the parasitism response of Pimpla turionellae Linnaeus to its hosts, with reduced oviposition and decreased accuracy in mechanosensory host localization [49]. Our findings show that increases in temperatures ranging from 36 to 40 °C led to a corresponding decrease in the C. japonicus instantaneous attack rate (a), thereby extending total handling time. These findings suggest that high-temperature conditions adversely affect the parasitism behavior of C. japonicus, hindering its pest control capabilities.
For the biological control of P. nigra using C. japonicus, the optimal temperatures of the scale and its parasitoid were similar, as the optimal temperatures of P. nigra and C. japonicus are 23–27 °C and 24–27 °C, respectively [15,51,52]. Additionally, we found that C. japonicus was obviously suppressed when experiencing 34 °C of high-temperature stress over 3 d, whereas the previous study showed that the P. nigra egg hatching is inhibited when daily minimum temperatures surpass 29 °C. The result indicates that C. japonicus can serve as an effective biological control agent against P. nigra in warm regions. Crucially, the timing for the release of C. japonicus should be adjusted in accordance with outdoor temperature conditions.

5. Conclusions

In conclusion, stress temperature and duration were found to be crucial for the development and reproduction of C. japonicus. Exposure to temperatures of 36–40 °C for over 2 h and continuous exposure to 34 °C for more than 3 days adversely affect the insects’ development, survival, and population growth. Similarly, short-term exposures to high temperatures diminished predation on P. nigra. Therefore, to optimize the efficacy of C. japonicus for the biological control of P. nigra in agricultural settings, growers should avoid releasing the parasitoid in temperatures exceeding 34 °C. Applying larval of the parasitoid during cooler temperatures can greatly enhance their field survival, colonization, and pest control effectiveness.

Author Contributions

Conceptualization, J.Z., Y.F. and F.Z.; methodology, M.Y.; software, M.Y. and Y.S.; validation, M.Y., Y.S. and Z.Y.; formal analysis, M.Y.; investigation, Y.S.; resources, M.Y., Y.S., Z.Y. and J.C.; data curation, M.Y.; writing—original draft preparation, Y.S., M.Y., Z.Y., J.Z., Y.F., J.C. and F.Z.; writing—review and editing, Y.S.; visualization, M.Y.; supervision, Z.Y., J.Z., Y.F., J.C. and F.Z.; project administration, F.Z. and J.Z.; funding acquisition, F.Z. and Y.F. All authors have read and agreed to the published version of the manuscript.

Funding

This study was supported by the Hainan Province Science and Technology Special Fund (ZDYF2023XDNY085), China Agriculture Research System Project (CARS-33-GW-BC2) and Central Public-interest Scientific Institution Basal Research Fund (NO. 1630042022007).

Data Availability Statement

The data presented in this study are available upon request from the corresponding author. The data are not publicly available due to the uncompleted subject.

Acknowledgments

We are grateful to Shaoping Zheng from the Environment and Plant Protection Institute, Chinese Academy of Tropical Agricultural Sciences, for their assistance in providing the insects needed for this experiment.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

References

  1. Hoffmann, K.H. Metabolic and Enzyme Adaptation to Temperature. In Environmental Physiology and Biochemistry of Insects; Hoffmann, K.H., Ed.; Springer Berlin Heidelberg: Berlin, Heidelberg, 1984; pp. 1–32. [Google Scholar]
  2. Ling, Y.F.; Bonebrake, T.C. Consistent Heat Tolerance under Starvation across Seasonal Morphs in Mycalesis Mineus (Lepidoptera: Nymphalidae). Comp. Biochem. Physiol. Part A Mol. Integr. Physiol. 2022, 271, 111261. [Google Scholar] [CrossRef] [PubMed]
  3. Gillespie, D.R.; Nasreen, A.; Moffat, C.E.; Clarke, P.; Roitberg, B.D. Effects of Simulated Heat Waves on an Experimental Community of Pepper Plants, Green Peach Aphids and Two Parasitoid Species. Oikos 2012, 121, 149–159. [Google Scholar] [CrossRef]
  4. Xie, L.N.; Dong, H.; Qian, H.T.; Yan, J.J.; Cong, B. Functional Response of Thelytokous and Arrhenotokous Strains of Trichogramma Dendrolimi (Hymenoptera: Trichogrammatidae) to Eggs of Corcyra Cephalonica (Lepidoptera: Pyralidae) at Different Temperatures. Acta Entomol. Sin. 2013, 56, 263–269. [Google Scholar]
  5. Denny, M.W. Survival in Spatially Variable Thermal Environments: Consequences of Induced Thermal Defense. Integr. Zool. 2018, 13, 392–410. [Google Scholar] [CrossRef]
  6. Meehl, G.A.; Tebaldi, C. More Intense, More Frequent, and Longer Lasting Heat Waves in the 21st Century. Science 2004, 305, 994–997. [Google Scholar] [CrossRef]
  7. Hansen, J.; Sato, M.; Ruedy, R. Perception of Climate Change. Proc. Natl. Acad. Sci. USA 2012, 109, E2415–E2423. [Google Scholar] [CrossRef]
  8. Rensing, L.; Ruoff, P. Temperature Effect on Entrainment, Phase Shifting, and Amplitude of Circadian Clocks and Its Molecular Bases. Chronobiol. Int. 2002, 19, 807–864. [Google Scholar] [CrossRef]
  9. Gaudon, J.M.; Allison, J.D.; Smith, S.M. Factors Influencing the Dispersal of a Native Parasitoid, Phasgonophora Sulcata, Attacking the Emerald Ash Borer: Implications for Biological Control. BioControl 2018, 63, 751–761. [Google Scholar] [CrossRef]
  10. Su, Y. Yun-TaikKim Temperature-Sensitive Paralytic Behavior of Shibire Is Altered in cAMP Defective Mutations of Drosophila. Genes Genom. 2003, 25, 9–153. [Google Scholar]
  11. De Fabrizio, V.; Trotta, V.; Pariti, L.; Radice, R.P.; Martelli, G. Preliminary Characterization of Biomolecular Processes Related to Plasticity in Acyrthosiphon Pisum. Heliyon 2024, 10, e23650. [Google Scholar] [CrossRef]
  12. Yang, Q.; Liu, J.; Wyckhuys, K.A.G.; Yang, Y.; Lu, Y. Impact of Heat Stress on the Predatory Ladybugs Hippodamia Variegata and Propylaea Quatuordecimpunctata. Insects 2022, 13, 306. [Google Scholar] [CrossRef] [PubMed]
  13. Zhang, F.P.; Zhu, J.H.; Han, D.Y.; Tan, H.Z.; Niu, L.M.; Fu, Y.G. Determination of the Supercooling Point of Parasaissetia Nigra and Its Parasitoid Metaphycus parasaissetiae. J. Environ. Entomol. 2013, 35, 827–831. [Google Scholar]
  14. Shen, S.; Zhang, Z.F.; Fu, Y.; Li, L.; Zhu, J. Factors Affecting Mating in Coccophagus Japonicus Compere. Environ. Entomol. 2017, 39, 1135–1141. [Google Scholar]
  15. Li, X.; Fu, Y.G.; Cheng, J.Y.; Wang, J.Y.; Zhu, J.H.; Zhang, F.P. Effects of temperature and photoperiod on the development and reproduction of endoparasitoid wasp Coccophagus japonicus Compere. J. Plant Prot. 2021, 48, 848–854. [Google Scholar]
  16. Wu, G.Y. Systematic and Faunistic Study on the Parasitic Wasps of Scales Insect in North China. Master’s Thesis, Zhejiang University, Hangzhou, China, 2002. [Google Scholar]
  17. Wu, X.S. Hyperparasitism behavior and Its Effect on the Offspring Development of Coccophagus Japonicus Compere. Master’s Thesis, Hainan University, Haikou, China, 2020. [Google Scholar]
  18. Zhang, F.P.; Niu, L.M.; Cheng, J.Y.; Zhu, J.H.; Li, L.; Fu, Y.G. Lethal Effects of Coccophagus Japonicus Compere on Parasaissetia Nigra Nietner. Chin. J. Trop. Crops 2020, 41, 544–548. [Google Scholar]
  19. Cheng, H.S. Study on Storage and Releasing Techniques of Coccophagus Japonicus Compere. Master’s Thesis, Hainan University, Haikou, China, 2022. [Google Scholar]
  20. Yang, M.J.; Cheng, J.Y.; Ye, Z.P.; Fu, Y.G.; Wang, J.Y.; Zhu, J.H.; Zhang, F.P. Effects of Short-Term Low Temperature Stress on Survival, Development and Reproduction of the Coccophagus Japonicus Compere. Chin. J. Biol. Control 2023, 39, 1029–1037. [Google Scholar]
  21. Hoffmann, A.A.; Sgrò, C.M. Climate Change and Evolutionary Adaptation. Nature 2011, 470, 479–485. [Google Scholar] [CrossRef]
  22. Grimm, N.B.; Chapin, F.S.; Bierwagen, B.; Gonzalez, P.; Groffman, P.M.; Luo, Y.; Melton, F.; Nadelhoffer, K.; Pairis, A.; Raymond, P.A.; et al. The Impacts of Climate Change on Ecosystem Structure and Function. Front. Ecol. Environ. 2013, 11, 474–482. [Google Scholar] [CrossRef]
  23. Bailey, L.D.; van de Pol, M. Tackling Extremes: Challenges for Ecological and Evolutionary Research on Extreme Climatic Events. J. Anim. Ecol. 2016, 85, 85–96. [Google Scholar] [CrossRef]
  24. Kingsolver, J.G.; Buckley, L.B. Quantifying Thermal Extremes and Biological Variation to Predict Evolutionary Responses to Changing Climate. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2017, 372, 20160147. [Google Scholar] [CrossRef]
  25. Vázquez, D.P.; Gianoli, E.; Morris, W.F.; Bozinovic, F. Ecological and Evolutionary Impacts of Changing Climatic Variability. Biol. Rev. Camb. Philos. 2017, 92, 22–42. [Google Scholar] [CrossRef] [PubMed]
  26. Physiological Ecology of North American Plant Communities; Chabot, B.F.; Mooney, H.A. (Eds.) Springer: Dordrecht, The Netherlands, 1985. [Google Scholar]
  27. Deutsch, C.A.; Tewksbury, J.J.; Huey, R.B.; Sheldon, K.S.; Ghalambor, C.K.; Haak, D.C.; Martin, P.R. Impacts of Climate Warming on Terrestrial Ectotherms across Latitude. Proc. Natl. Acad. Sci. USA 2008, 105, 6668–6672. [Google Scholar] [CrossRef] [PubMed]
  28. Holling, C.S. Some Characteristics of Simple Types of Predation and Parasitism1. Can. Entomol. 1959, 91, 385–398. [Google Scholar] [CrossRef]
  29. Wang, D.S.; He, Y.R.; Zhang, W.; Nian, X.G.; Lin, T.; Zhao, R. Effects of Heat Stress on the Quality of Trichogrammatoidea Bactrae Nagaraja (Hymenoptera: Trichogrammatidae). Bull. Entomol. Res. 2014, 104, 543–551. [Google Scholar] [CrossRef]
  30. Liang, G.H.; Chen, J.H.; Huang, J.C.; He, R.B.; Liang, G.H.; Chen, J.H.; Huang, J.C.; He, R.B. Influence of Temperature on the Development Reproduction and Survival of Psyttalia Incisi. Acta Agric. Univ. Jiangxiensis 2007, 29, 193. [Google Scholar]
  31. Gibbs, M.; Van Dyck, H.; Karlsson, B. Reproductive Plasticity, Ovarian Dynamics and Maternal Effects in Response to Temperature and Flight in Pararge Aegeria. J. Insect Physiol. 2010, 56, 1275–1283. [Google Scholar] [CrossRef]
  32. Qiu, B.O.; Zhou, Z.-S.; Luo, S.-P.; Xu, Z.-F. Effect of Temperature on Development, Survival, and Fecundity of Microplitis Manilae (Hymenoptera: Braconidae). Environ. Entomol. 2012, 41, 657–664. [Google Scholar] [CrossRef]
  33. Andreadis, S.; Spanoudis, C.; Savopoulou-Soultani, M. Effect of Short-Term High Temperatures to the Survival and Parasitism of the Koinobiont Endoparasitoid Venturia Canescens (Hymenoptera: Ichneumonidae) against Plodia Interpunctella (Lepidoptera: Pyralidae). IOBC/wprs Bull. 2011, 69, 155–159. [Google Scholar]
  34. Wang, S.Y.; Wang, B.L.; Yan, G.L.; Liu, Y.H.; Zhang, D.Y.; Liu, T.X. Temperature-Dependent Demographic Characteristics and Control Potential of Aphelinus Asychis Reared from Sitobion Avenae as a Biological Control Agent for Myzus Persicae on Chili Peppers. Insects 2020, 11, 475. [Google Scholar] [CrossRef]
  35. Colinet, H.; Sinclair, B.J.; Vernon, P.; Renault, D. Insects in Fluctuating Thermal Environments. Annu. Rev. Entomol. 2015, 60, 123–140. [Google Scholar] [CrossRef]
  36. Le Lann, C.; Wardziak, T.; Van Baaren, J.; Van Alphen, J.J.M. Thermal Plasticity of Metabolic Rates Linked to Life-History Traits and Foraging Behaviour in a Parasitic Wasp: Temperature Affects Physiology and Behaviour of a Parasitoid. Funct. Ecol. 2011, 25, 641–651. [Google Scholar] [CrossRef]
  37. Shi, C.; Zhang, S.; Hu, J.; Zhang, Y. Effects of Non-Lethal High-Temperature Stress on Bradysia Odoriphaga (Diptera: Sciaridae) Larval Development and Offspring. Insects 2020, 11, 159. [Google Scholar] [CrossRef] [PubMed]
  38. Ma, C.S.; Hau, B.; Poehling, H.M. Effects of Pattern and Timing of High Temperature Exposure on Reproduction of the Rose Grain Aphid, Metopolophium dirhodu. Entomol. Exp. Appl. 2004, 110, 65–71. [Google Scholar] [CrossRef]
  39. Chen, H.; Opit, G.P.; Sheng, P.; Zhang, H. Maternal and Progeny Quality of Habrobracon Hebetor Say (Hymenoptera: Braconidae) after Cold Storage. Biol. Control 2011, 58, 255–261. [Google Scholar] [CrossRef]
  40. Honěk, A. Intraspecific Variation in Body Size and Fecundity in Insects: A General Relationship. Oikos 1993, 66, 483–492. [Google Scholar] [CrossRef]
  41. Colinet, H.; Boivin, G.; Hance, T. Manipulation of Parasitoid Size Using the Temperature-Size Rule: Fitness Consequences. Oecologia 2007, 152, 425–433. [Google Scholar] [CrossRef]
  42. Knapp, M.; Nedvěd, O. Gender and Timing during Ontogeny Matter: Effects of a Temporary High Temperature on Survival, Body Size and Colouration in Harmonia axyridis. PLoS ONE 2013, 8, e74984. [Google Scholar] [CrossRef]
  43. Atkinson, D. Temperature and Organism Size—A Biological Law for Ectotherms? In Advances in Ecological Research; Elsevier: Amsterdam, The Netherlands, 1994; Volume 25, pp. 1–58. [Google Scholar]
  44. van der Have, T.M.; de Jong, G. Adult Size in Ectotherms: Temperature Effects on Growth and Differentiation. J. Theor. Biol. 1996, 183, 329–340. [Google Scholar] [CrossRef]
  45. Forster, J.; Hirst, A.G.; Woodward, G. Growth and Development Rates Have Different Thermal Responses. Am. Nat. 2011, 178, 668–678. [Google Scholar] [CrossRef]
  46. Akhtar, Y.; Isman, M.B. Horizontal Transfer of Diatomaceous Earth and Botanical Insecticides in the Common Bed Bug, Cimex Lectularius L.; Hemiptera: Cimicidae. PLoS ONE 2013, 8, e75626. [Google Scholar] [CrossRef]
  47. Quan, Y.D.; He, K.L.; Wang, Z.Y.; Wei, H. Effects of Transient Exposure to Extremely High Temperatures on Egg, Neonate and Adult of Ostrinia furnacalis. J. Plant Prot. 2015, 42, 985–990. [Google Scholar]
  48. Moiroux, J.; Abram, P.K.; Louâpre, P.; Barrette, M.; Brodeur, J.; Boivin, G. Influence of Temperature on Patch Residence Time in Parasitoids: Physiological and Behavioural Mechanisms. Naturwissenschaften 2016, 103, 32. [Google Scholar] [CrossRef] [PubMed]
  49. Kroder, S.; Samietz, J.; Dorn, S. Effect of Ambient Temperature on Mechanosensory Host Location in Two Parasitic Wasps of Different Climatic Origin. Physiol. Entomol. 2006, 31, 299–305. [Google Scholar] [CrossRef]
  50. Sentis, A.; Ramon-Portugal, F.; Brodeur, J.; Hemptinne, J. The Smell of Change: Warming Affects Species Interactions Mediated by Chemical Information. Glob. Change Biol. 2015, 21, 3586–3594. [Google Scholar] [CrossRef] [PubMed]
  51. Chen, W.; Fu, Y.G.; Peng, Z.Q. Influence of temperature on the laboratory population of parasaissetia nigra nietner. Chin. J. Trop. Crops 2010, 31, 809–814. [Google Scholar]
  52. Lu, C.C.; Wu, H.X. Studies on the biology and control of Parasaissetia nigra Nietner. J. Environ. Entomol. 1991, 13, 101–106. [Google Scholar]
Table 1. Two-factor non-parametric ANOVA on the effects of temperature and time of high-temperature stress on larval Coccophagus japonicus Compere.
Table 1. Two-factor non-parametric ANOVA on the effects of temperature and time of high-temperature stress on larval Coccophagus japonicus Compere.
IndexFactordfFp
Survival rate (%)a3100.02<0.001
b212.13<0.001
a × b61.720.160
Developmental duration (d)a330.14<0.001
b23.610.043
a × b60.610.717
Body length (mm)a36.760.002
b21.730.199
a × b60.430.850
Number of mature eggs (individuals) a347.01<0.001
b22.710.087
a × b60.610.719
Lifespan (d)a330.07<0.001
b28.610.002
a × b61.770.148 1
1 Note: a, b indicate stress temperature and time, respectively.
Table 2. Two-factor non-parametric ANOVA on the effects of temperature and time of high-temperature stress on pupal C. japonicus.
Table 2. Two-factor non-parametric ANOVA on the effects of temperature and time of high-temperature stress on pupal C. japonicus.
IndexFactordfFp
Survival rate (%)a328.97<0.001
b212.91<0.001
a × b61.730.156
Developmental duration (d)a317.43<0.001
b27.620.003
a × b61.060.412
Body length (mm)a319.51<0.001
b23.420.049
a × b60.950.482
Number of mature eggs (individuals)a358.69<0.001
b210.33<0.001
a × b61.240.320
Lifespan (d)a336.04<0.001
b21.910.170
a × b60.390.878 1
1 Note: a, b indicate stress temperature and time, respectively.
Table 3. Effects of short-term high temperature on larval C. japonicus.
Table 3. Effects of short-term high temperature on larval C. japonicus.
Temperature (°C)Time (d)Survival Rate (%)Developmental Duration (d)Body Length (mm)Number of Mature Eggs (Individuals)Lifespan (d)
27-98.89 ± 1.11 a22.39 ± 0.11 d1.27 ± 0.00 ab57.17 ± 1.13 a19.97 ± 0.11 a
36296.39 ± 0.48 a22.16 ± 0.28 d1.28 ± 0.01 a56.03 ± 1.39 a19.83 ± 0.70 a
491.87 ± 0.87 b22.56 ± 0.11 cd1.26 ± 0.01 abc51.10 ± 2.93 ab18.88 ± 0.81 ab
692.38 ± 1.19 b22.49 ± 0.20 cd1.27 ± 0.01 ab47.00 ± 2.57 bc16.47 ± 0.50 cd
38290.07 ± 2.10 bc22.90 ± 0.15 bcd1.26 ± 0.01 abc45.50 ± 1.93 bcd17.12 ± 0.58 bcd
483.82 ± 1.95 d23.20 ± 0.27 bcd1.25 ± 0.01 abc46.27 ± 2.55 bcd17.55 ± 0.75 bc
684.57 ± 1.25 d23.82 ± 0.24 ab1.24 ± 0.01 bc41.70 ± 0.99 cde15.38 ± 0.78 de
40285.55 ± 2.58 cd23.17 ± 0.24 bcd1.25 ± 0.02 abc39.63 ± 1.62 de16.01 ± 0.65 cd
480.04 ± 1.10 d23.60 ± 0.36 abc1.23 ± 0.01 c38.23 ± 2.91 e15.10 ± 0.77 de
671.09 ± 3.06 e24.53 ± 0.82 a1.23 ± 0.01 c36.27 ± 2.05 e13.94 ± 0.14 e
df9, 209, 209, 209, 209, 20
F22.3394.682.5211.5610.51
p<0.0010.0020.041<0.001<0.001 1
1 Note: Data were mean ± SE. Different small letters after data in the same column indicate significant differences (p < 0.05), the same as below.
Table 4. Effects of short-term high temperature on pupal C. japonicus.
Table 4. Effects of short-term high temperature on pupal C. japonicus.
Temperature (°C)Time (d)Survival Rate (%)Developmental Duration (d)Body Length (mm)Number of Mature Eggs
(Individuals)
Lifespan (d)
27-98.89 ± 1.11 a9.06 ± 0.04 cd1.27 ± 0.00 a57.17 ± 1.13 a19.97 ± 0.11 a
36298.89 ± 1.11 a8.93 ± 0.05 d1.27 ± 0.01 a54.63 ± 2.10 a19.47 ± 0.65 a
494.44 ± 2.94 ab9.07 ± 0.13 cd1.26 ± 0.00 a44.30 ± 1.65 b19.21 ± 0.55 ab
687.87 ± 3.85 cd9.30 ± 0.14c1.25 ± 0.01 ab43.67 ± 1.64 b19.03 ± 0.26 ab
38292.22 ± 1.11 bc9.11 ± 0.09 cd1.26 ± 0.01 a44.03 ± 1.45 b17.60 ± 0.47 bc
488.89 ± 2.94 bcd9.26 ± 0.04 c1.24 ± 0.01 ab40.53 ± 1.84 bc16.32 ± 0.81 cd
683.33 ± 1.92 de9.32 ± 0.07 c1.24 ± 0.01 abc38.13 ± 0.82 cd16.69 ± 0.59 cd
40290.00 ±1.92 bcd9.28 ± 0.04 c1.22 ± 0.01 bc40.8 ± 1.81 bc17.03 ± 0.42 cd
484.44 ± 1.11 de9.79 ± 0.06 b1.22 ± 0.01 bc34.97 ± 1.65 de15.99 ± 0.69 cd
678.89 ± 2.22 e10.20 ± 0.08 a1.21 ± 0.00 c31.60 ± 2.05 e15.36 ± 0.48 d
df9, 209, 209, 209, 209, 20
F22.3399.20320.995.4122.96
p<0.001<0.001<0.001<0.001<0.001 1
1 Note: Data were mean ± SE, different small letters after data in the same column indicate significant differences (p < 0.05).
Table 5. Effects of continuous high-temperature stress on larval C. japonicus.
Table 5. Effects of continuous high-temperature stress on larval C. japonicus.
Temperature and TimeSurvival Rate (%)Developmental
Duration (d)
Body Length (mm)Lifespan (d)Single Female Fecundity (Individuals)
27 °C (CK)97.97 ± 1.00 a22.23 ± 0.11 b1.27 ± 0.00 a19.97 ± 0.11 a215.00 ± 4.93 a
Stressed at 32 °C for 3 d93.55 ± 1.45 a22.07 ± 0.09 b1.24 ± 0.01 a14.46 ± 0.99 b168.00 ± 13.58 b
Stressed at 34 °C for 3 d84.67 ± 2.33 b23.79 ± 0.17 a1.23 ± 0.01 b12.14 ± 0.49 c78.33 ± 3.71 c 1
1 Note: Data were mean ± SE. Different small letters after data in the same column indicate significant differences (p < 0.05).
Table 6. Effects of continuous high-temperature stress on pupal C. japonicus.
Table 6. Effects of continuous high-temperature stress on pupal C. japonicus.
Temperature and TimeSurvival Rate (%)Developmental
Duration (d)
Body Length (mm)Lifespan (d)Single Female Fecundity (Individuals)
27 °C (CK)97.97 ± 1.00 a9.06 ± 0.04 a1.27 ± 0.00 a19.97 ± 0.11 a215.00 ± 4.93 a
Stressed at 32 °C for 3 d81.11 ± 1.00 b8.61 ± 0.08 b1.26 ± 0.01 a16.51 ± 0.31 b128.33 ± 16.15 b
Stressed at 34 °C for 3 d70.00 ± 1.73 c9.25 ± 0.07 a1.25 ± 0.01 a11.37 ± 0.62 c35.33 ± 2.73 c 1
1 Note: Data were mean ± SE. Different small letters after data in the same column indicate significant differences (p < 0.05).
Table 7. Effect of continuous high-temperature stress during the larval stage on the fitness of the offspring of C. japonicus.
Table 7. Effect of continuous high-temperature stress during the larval stage on the fitness of the offspring of C. japonicus.
Temperature and TimeNumber of Emerged C. japonicus
(Individuals)
Developmental
Duration (d)
Body Length (mm)Parasitism Rate (%)
27 °C (CK)44.33 ± 1.76 a22.23 ± 0.18 a1.27 ± 0.01 a62.22 ± 2.22 a
Stressed at 32 °C for 3 d42.33 ± 1.86 ab22.33 ± 0.20 a1.26 ± 0.01 a60.00 ± 4.04 a
Stressed at 34 °C for 3 d37.33 ± 1.45 b22.74 ± 0.13 a1.25 ± 0.01 a54.44 ± 3.93 a 1
1 Note: Data were mean ± SE. Different small letters after data in the same column indicate significant differences (p < 0.05).
Table 8. Effect of continuous high-temperature stress during the pupal stage on the fitness of the offspring of C. japonicus.
Table 8. Effect of continuous high-temperature stress during the pupal stage on the fitness of the offspring of C. japonicus.
Temperature and TimeNumber of Emerged C. japonicus
(Individuals)
Developmental
Duration (d)
Body Length (mm)Parasitism Rate (%)
27 °C (CK)44.33 ± 1.76 a22.23 ± 0.18 a1.27 ± 0.01 a62.22 ± 2.22 a
Stressed at 32 °C for 3 d39.67 ± 0.88 a22.35 ± 0.24 a1.26 ± 0.01 a58.89 ± 2.94 a
Stressed at 34 °C for 3 d27.67 ± 2.19 b22.70 ± 0.12 a1.26 ± 0.01 a47.78 ± 2.22 b 1
1 Note: Data were mean ± SE. Different small letters after data in the same column indicate significant differences (p < 0.05).
Table 9. The female adult LT50 of C. japonicus under different high-temperature conditions.
Table 9. The female adult LT50 of C. japonicus under different high-temperature conditions.
Temperature (°C)Regression EquationLT50 (h)95% Confidence IntervalStandard Error
36Y = −6.251+ 4.285X28.7825.305~33.4970.741
38Y = −5.992 + 4.972X16.0414.391~17.9300.792
40Y = −7.046 + 7.844X7.917.301~8.5401.083
Table 10. Parasitism of C. japonicus to different densities of P. nigra after adverse temperature stress.
Table 10. Parasitism of C. japonicus to different densities of P. nigra after adverse temperature stress.
Temperature (°C)P. nigra Density (Individual Per Petri Dish)
51015202530
274.67 ± 0.33 aD8.67 ± 0.67 aC13.33 ± 0.33 aB16.00 ± 0.58 aA17.67 ± 0.67 aA18.00 ± 1.00 aA
363.33 ± 0.33 abD6.00 ± 0.58 abC9.00 ± 1.00 bB10.33 ± 0.88 bAB11.33 ± 0.88 bAB12.00 ± 0.58 bA
382.67 ± 0.33 bcC5.33 ± 0.67 bcB7.33 ± 0.88 bAB8.67 ± 0.88 bA9.00 ± 1.00 bcA8.33 ± 0.33 cA
401.33 ± 0.33 cD2.33 ± 0.33 cCD2.67 ± 0.67 cCD3.67 ± 0.67 cBC4.67 ± 0.67 cAB5.67 ± 0.67 cA 1
1 Note: Data are presented as mean ± SE. The different lowercase letters indicate a significant difference at the 0.05 level in the same column; the different uppercase letters showed a significant difference at the 0.05 level in the same line (p < 0.05).
Table 11. Simulation equations and parameters of Holling-II functional response of C. japonicus to P. nigra after adverse temperature stresses.
Table 11. Simulation equations and parameters of Holling-II functional response of C. japonicus to P. nigra after adverse temperature stresses.
Temperature (°C)Instant Attack rate (a′)Handing Time (Th)Parasitic Efficiency a′/Th (Individual·d−1)Maximum Parasitized
Hosts 1/Th (Individual·d−1)
Correlation
Coefficient
(R2)
Chi-Square
(χ2)
271.01630.016262.7461.730.99730.4224
360.75180.032423.2030.860.99770.1629
380.61980.042514.5823.530.98850.5632
400.30270.09973.0410.030.98940.2706
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Sun, Y.; Yang, M.; Ye, Z.; Zhu, J.; Fu, Y.; Chen, J.; Zhang, F. Effects of High-Temperature Stress on Biological Characteristics of Coccophagus japonicus Compere. Insects 2024, 15, 801. https://doi.org/10.3390/insects15100801

AMA Style

Sun Y, Yang M, Ye Z, Zhu J, Fu Y, Chen J, Zhang F. Effects of High-Temperature Stress on Biological Characteristics of Coccophagus japonicus Compere. Insects. 2024; 15(10):801. https://doi.org/10.3390/insects15100801

Chicago/Turabian Style

Sun, Ying, Meijuan Yang, Zhengpei Ye, Junhong Zhu, Yueguan Fu, Junyu Chen, and Fangping Zhang. 2024. "Effects of High-Temperature Stress on Biological Characteristics of Coccophagus japonicus Compere" Insects 15, no. 10: 801. https://doi.org/10.3390/insects15100801

APA Style

Sun, Y., Yang, M., Ye, Z., Zhu, J., Fu, Y., Chen, J., & Zhang, F. (2024). Effects of High-Temperature Stress on Biological Characteristics of Coccophagus japonicus Compere. Insects, 15(10), 801. https://doi.org/10.3390/insects15100801

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