Research Article |
Corresponding author: Tamara M. Fuciarelli ( fuciartm@mcmaster.ca ) Academic editor: Ming Kai Tan
© 2023 Siyumi Mahavidanage, Tamara M. Fuciarelli, Xiaobing Li, C. David Rollo.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Mahavidanage S, Fuciarelli TM, Li X, Rollo CD (2023) The effects of rearing density on growth, survival, and starvation resistance of the house cricket Acheta domesticus. Journal of Orthoptera Research 32(1): 25-31. https://doi.org/10.3897/jor.32.86496
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Alternative food sources have become an important focus of research due to increased food demand coupled with reductions in traditional food productivity. In particular, substitutes for protein sources have been of increasing interest due to the unsustainability of traditional protein sources. Insects have been identified as a sustainable alternative to traditional protein sources, as they are easy to produce and contain essential proteins, fats, and minerals. However, mass-rearing insects requires similar considerations as farming traditional protein sources. To increase productively, growth and survival must be maximized at the highest possible densities while minimizing disease and food requirements. Here, we use the house cricket Acheta domesticus, a highly cultivated insect species, to investigate optimal densities for mass rearing at 14 days of age (4th instar). Nymphs were separated into density groups of 0.09, 0.19, 0.47, and 0.93 cricket/cm2 and monitored for growth and survival. Multiple regression revealed sex (p < 0.0001), density (p < 0.0001), and sex*density interaction (p = 0.0345) as predictors of growth rate. Survival to maturation was significantly reduced in both 0.47 (31%) and 0.93 (45%) cricket/cm2 groups compared to the controls. A second experiment was then conducted to investigate the starvation resistance of adult crickets reared from 14 days of age at 0.09, 0.19, 0.93, and 1.86 cricket/cm2. A second multiple regression analysis revealed only density (p < 0.0001) and to a lesser extent sex (p = 0.0005) to be predictors of starvation resistance. These results indicate that mass-rearing house crickets is most optimal at densities < 0.93 cricket/cm2, where impacts on survival and starvation are minimal. Although these results have implications for cricket mass rearing, research on other endpoints, including reproduction and the synergistic effects of other environmental factors, such as temperature and humidity, should be conducted.
development, growth, insect, life history, resistance, sex differences, stress, survival
Accelerating global population growth and consumption has put increasing strain on the world’s agricultural system (
One key area of food production that has received much attention due to its current unsustainability is traditional protein sources. Currently, global protein requirements are fulfilled largely by red meat, poultry, and seafood (
Despite the increasing global production of insect food sources, there is a paucity of information and research on best farming practices, including optimal densities for farmed species (
In industrial insect rearing, mortality is a common negative effect of increased density (
Insect growth rates are highly dependent on environmental conditions including temperature, predators, humidity, and resource availability (
Interestingly, however, some species have shown a shortening of developmental time in response to increased density (
Although 1900 different species of insects are consumed globally, crickets are currently one of the most highly cultivated insect species, being utilized for both human consumption and as food sources for other species (
Breeding colony.—House crickets A. domesticus were housed in a 93 × 64.2 × 46.6 cm acrylic terrarium covered with 1.5-cm thick Durofoam insulation. The colony crickets were from a homogenous stock inbred for > 60 generations. Fans on top of the enclosed structure provided air circulation. Crickets were sustained at a 12 h-day–12 h-night photoperiod and at a constant temperature of 29°C ± 2°C using 60-volt UV heat lamps. Ad libitum food (Country Range MultiFowl Grower, 17% protein, Quick Feeds Feed Mill, Copetown, Canada) was provided. Ad libitum distilled water was made available in soaked cellulose sponges, and egg cartons were provided for shelter. Oviposition medium (Vigoro Organic Garden Soil, The Mosaic Co., Lake Forest, IL, U.S.A.) was present in small plastic containers (7 × 7 × 7 cm). Oviposition containers were collected after a 24-hour period and incubated at 29°C ± 2°C until eggs hatched (~ 14 days).
Density variation.—A. domesticus were taken two weeks (14 days, 4th instar) post-hatch from a single colony oviposition container and randomly separated into four experimental groups. Crickets at this age/molt are approximately 0.25 mm in length. The experimental groups consisted of 50, 100, 250, and 500 crickets, creating densities of approximately 0.09, 0.19, 0.47, and 0.93 cricket/cm2. respectively. Densities given are approximation. A range of densities below 0.93 cricket/cm2 was chosen to allow for density-dependent observations, as densities above this had been observed in the lab to result in mass die-offs. All groups were given a 2 × 2 egg carton, which lowered the density slightly. The 0.09 cricket/cm2 group was chosen as the control, as the lowest-density group is expected to maximize resources per cricket and thus have fewer negative interactions. Experimental housing containers were 29 × 18.5 × 12 cm, and the crickets were housed for life and in the same conditions as the colony. Cricket containers were continuously monitored for cleanliness, as extremely dirty rearing environments may negatively impact growth and development. Containers were cleaned (crickets were moved into fresh containers) at a minimum of once a week; however, in the higher-density groups, cleaning occurred approximately every other day due to increased mortality and excrement production. Food and water were replaced daily to ensure the same resource availability in each group.
Life-history measurements.—Maturation in A. domesticus is denoted by the adult molt in which wings develop and individuals become sexually mature. Females are easily identifiable by the fully-developed ovipositor. Crickets reach adulthood approximately 5–60 days post-hatch. Sex, maturation mass, and development time (number of days post-hatch) were recorded for all density groups. Sample sizes for growth rate were 0.09 cricket/cm2 (n = 41), 0.19 cricket/cm2 (n = 68), 0.47 cricket/cm2 (n = 142), and 0.93 cricket/cm2 (n = 224). Sample sizes for the proportion of individuals surviving maturation were 0.09 cricket/cm2 (n = 50), 0.19 cricket/cm2 (n = 100), 0.47 cricket/cm2 (n = 250), and 0.93 cricket/cm2 (n = 500). Mass was measured using an Accuris analytical balance with a readability of 0.001 g +0.002 g. Maturation mass (g) and development time were employed to calculate the growth rate. The number of crickets that matured was used to determine the proportion of individuals that successfully matured.
Starvation resistance.—After determining the impacts of various rearing densities on growth and survival parameters, a second experiment was conducted to determine the potential responses to adult starvation at various rearing densities. Individuals from a second oviposition container were arranged as described above. Group densities were slightly altered based on our initial results that had suggested that although the proportion matured was reduced at densities ≥ 0.47 cricket/cm2, growth rate was not affected. The experimental groups were separated and maintained as described above. Experimental groups included 50, 100, 500, and 1000 individuals, representing densities of approximately 0.09, 0.19, 0.93, and 1.86 cricket/cm2, respectively. Three to four weeks post-maturation, 10 females and 10 males from each density group were weighed and placed in individual containers to prevent cannibalism. The mass of each individual was recorded to determine whether increased body mass is related to starvation resistance. The number of surviving individuals in the 1.86 cricket/cm2 group consisted of 7 males and 10 females. For the starvation treatment, each individual cricket from each group was placed into a small cylindrical container and covered with plastic wrap secured by a rubber band. Holes were added to the plastic wrap to provide ventilation, and the sex and group of each individual were noted on the container. Ad libitum water was provided by placing a water-soaked cellulose sponge in the container; the sponges were re-soaked daily. Although the crickets consumed the cellulose sponges, they provided insufficient nutrients. Mortality was noted daily and used to determine longevity.
Statistics.—To determine the effect of sex, density, and possible interaction (sex*density) on both growth and starvation resistance, a multiple linear regression was conducted using the most appropriate model. The best-fit model was determined using a step-wise AICc comparison. A D’Agostino–Pearson omnibus normality test was conducted to ensure data was normally distributed. Survival curves were analyzed using a Gehan–Breslow–Wilcoxon survival analysis to determine differences in survivorship among density groups. To analyze differences in the proportion that survived to maturation, chi-square tests were applied. To determine significant differences between the various rearing densities and the control, a Fisher’s exact test was applied to each rearing density compared to the control. Finally, significant differences in the mass of starvation groups were determined using a one-way ANOVA followed by Tukey’s multiple comparisons test. All statistical analyses were carried out using Prism Graph Pad 9.
Survival to maturation.—Chi-square tests indicated significant differences in proportion matured among the different rearing density groups (p < 0.0001). Fisher’s exact tests indicated significant differences between the 0.47 cricket/cm2 (p = 0.0008) and 0.93 cricket/cm2 (p < 0.0001) groups compared to the 0.09 cricket/cm2 density group. This constituted a 31% and 45% decrease in the proportion that matured, respectively (Fig.
The proportion of Acheta domesticus reaching maturation in each rearing density (0.09, 0.19, 0.47, and 0.93 cricket/cm2) . A chi-square test indicated significant differences in survival among rearing densities (p < 0.0001). A Fisher’s exact test showed significant differences in proportion matured between 0.19 cricket/cm2 (p = 0.0008) and 0.93 cricket/cm2 (p < 0.0001) compared to the 0.09 cricket/cm2 density group.
Growth rate.—Growth rates were collected for all rearing density groups and are reported as mean growth rate ± SD (Fig.
Summary of growth parameters of each Acheta domesticus rearing density group.
Experimental Group | N | Growth rate (mg/day) | Percentage of controls | Upper 95% CI | Maximal growth rate | Development time (Days) | Mass at maturation (g) |
---|---|---|---|---|---|---|---|
0.09 Male (control) | 14 | 7.629 | 8.080 | 8.98 | 50.79 | 0.388 | |
0.09 Female (control) | 27 | 8.941 | 9.280 | 10.91 | 48.15 | 0.431 | |
0.19 Male | 34 | 8.239 | 8.00% | 8.518 | 10.00 | 50.00 | 0.413 |
0.19 Female | 34 | 9.109 | 1.88% | 9.475 | 12.04 | 48.97 | 0.446 |
0.47 Male | 71 | 7.830 | 2.63% | 8.026 | 9.68 | 49.51 | 0.387 |
0.47 Female | 71 | 8.963 | 0.25% | 9.219 | 11.24 | 47.32 | 0.424 |
0.93 Male | 112 | 7.234 | - 5.18% | 7.392 | 9.87 | 48.21 | 0.349 |
0.93 Female | 112 | 7.829 | - 12.45% | 8.017 | 10.96 | 46.71 | 0.366 |
Multiple linear regression analysis with AICc comparison was used to determine the most correct model for predicting growth rate based on sex and density group. AICc comparison was utilized to select the best model. Our model includes sex, density, and sex*density interactions, which carried 77.46% of the cumulative model weight. Each predictor value had a significant correlation with growth rate: sex (p < 0.0001), density (p < 0.0001), and sex*density (p = 0.0345).
Variable | Coefficient (β) | SE | 95% CI | P Value |
---|---|---|---|---|
Intercept | 8.277 | 0.1398 | 8.002 to 8.552 | <0.0001 |
Sex | 1.186 | 0.1885 | 0.815 to 1.556 | <0.0001 |
Density | - 1.094 | 0.1991 | - 1.485 to - 0.703 | <0.0001 |
Sex*Density | - 0.576 | 0.2718 | - 1.110 to - 0.042 | 0.0345 |
Density-dependent effects of various rearing densities on the growth rate of male and female Acheta domesticus. Values are represented as mean growth rate of each group ± SD. Growth rates were calculated by dividing the mass at maturation (mg) by the time taken to reach maturation (days) of each individual. Multiple regression analysis determined that sex (p < 0.0001), density (p < 0.0001), and to a lesser extent sex*density (p = 0.0345) interaction were strong predictors of growth rate.
Mass of starvation groups.—The mass (g) of each male and female A. domesticus used for starvation-resistant treatment was recorded immediately prior to experimentation and are represented as mean mass ± SD (Fig.
Mass of adult Acheta domesticus used for starvation treatment from each density group. Values represent the mean mass of each group ± SD. The mass of each individual was recorded prior to starvation treatment. A one-way ANOVA indicated significant differences between groups (F (7, 69) = 58.47, p < 0.0001), with a Tukey’s multiple comparison test indicating significantly reduced masses (p < 0.0001) in both the 0.93 and 1.87 cricket/cm2 females compared to the 0.09 cricket/cm2 female controls. Significant reductions in mass were also detected in the 0.93 (p = 0.0018) and 1.87 (p < 0.0001) cricket/cm2 males compared to the 0.09 cricket/cm2 male controls. Although not represented on the graph, between-sex differences (p < 0.0001) were also detected between males and females in the 0.09, 0.19, and 0.93 cricket/cm2 groups.
Density–starvation.—Starvation resistance was measured as days survived after the removal of sufficient food for all density groups and is reported as mean survival ± SD (Fig.
Multiple linear regression analysis with AICc comparison was used to determine the most correct model for predicting survival based on sex and density group. Our model includes both sex and density, with no sex*density interactions, which carried 72.65% of the cumulative model weight. Each predictor value had a significant correlation with growth rate: sex (p = 0.0005), density (p < 0.0001).
Variable | Coefficient (β) | SE | 95% CI | P Value |
---|---|---|---|---|
Intercept | 10.46 | 0.6495 | 9.164 to 11.750 | <0.0001 |
Sex | 2.70 | 0.7451 | 1.217 to 4.186 | 0.0005 |
Density | - 3.66 | 0.5405 | - 4.738 to - 2.584 | <0.0001 |
Starvation resistance of adult Acheta domesticus reared at various densities. All density and control groups were separated at 14 days of age (4th instar) and maintained until adulthood. Three to four weeks post-maturation individuals were separated and deprived of sufficient food. The number of days survived was recorded for all crickets and represented as mean ± SD. Multiple regression analysis suggests both sex (p = 0.0005) and density (p < 0.0001) to be significant predictors of starvation resistance. The Gehan–Breslow–Wilcoxon test showed significant differences in survivorship between the 0.93 cricket/cm2 (p = 0.0030) and 1.86 cricket/cm2 (p = 0.0008) groups compared to the lowest density (0.09 cricket/cm2) female group. Variation in survivorship was also evident in the 0.19 (p = 0.0328), 0.93 (p = 0.0063), and 1.86 (p = 0.0001) cricket/cm2 groups compared to the lowest-density males.
Insects have been proven to be a valuable alternative source of protein, fat, and essential vitamins and minerals (
Although our study did not indicate large declines in growth due to increased density, our results suggest that density is a strong predictor of growth rate. Prior studies have indicated that both increased mortality and decreased growth are expected due to overcrowding (
Varying results in the literature indicate that population density effects are highly complex and species-specific, with some species being more resistant to the negative effects of overcrowding than others (
The second key aspect of this study was to investigate the impact of rearing density on starvation resistance. Intermittent food shortages are common in both the wild and in high-density mass rearing environments where competition for food is high (
Although not always considered, sex often plays a key role in stress-related impacts on life-history features. Our results for both growth and starvation resistance showed significant contributions of sex on both variables (Tables
These results have profound implications for insect farming in which productivity is often deterred by the increased competition and stress associated with high density (
This work was funded by the NSERC Discovery Grant (RGPIN-05693-2015).