| Literature DB >> 31296885 |
Dmitry Kutcherov1, Elena B Lopatina2, Stepan Yermakov2.
Abstract
Tortoise beetles (Cassida and related genera) are a large cosmopolitan group that includes several pests of agricultural crops and natural enemies of weeds but their biology and ecology remain poorly known. Using a set of environmental chambers, we address simultaneous effects of temperature and photoperiod on immature development and adult body mass in two European species, C. rubiginosa and C. stigmatica. Consistent with its broader distribution range, the former species is less susceptible to low rearing temperatures, develops faster and has a larger body mass than the latter. However, C. rubiginosa seems to be less adapted to late-season conditions as a short-day photoperiod accelerates its immature development to a lesser extent than it does in C. stigmatica, which nevertheless results in greater larval mortality and slightly but significantly smaller adults. By contrast, in C. stigmatica, which is more likely to encounter late-season conditions due to its slower life cycle, short-day acceleration of development is achieved at no cost to survivorship and final body mass. The experiment with C. stigmatica was repeated during two consecutive years with different methods and the main results proved to be well reproducible. In addition, laboratory results for C. rubiginosa agree with field data from literature.Entities:
Mesh:
Year: 2019 PMID: 31296885 PMCID: PMC6624315 DOI: 10.1038/s41598-019-46421-3
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Survivorship of (a) eggs, (b) larvae, and (c) pupae of C. rubiginosa and (d) eggs, (e) larvae, and (f) pupae of C. stigmatica under different combinations of temperature and photoperiod. Symbols are slightly set apart along the temperature axis for clarity. Vertical bars denote binomial s.e.
Summary of generalized linear models (GLMs), using binomial errors and a logit link function, of predictors for immature survival and adult sex ratio in two Cassida species.
| Egg hatch | Larval survival | Pupal survival | Adult sex ratio | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| df res. | LRT χ2 |
| df res. | LRT χ2 |
| df res. | LRT χ2 |
| df res. | LRT χ2 |
| |
| Temperature | 882 | 0.03 | 0.9 | 943 | 15.1 | 0.0001 | 636 | 0.1 | 0.7 | 559 | 0.4 | 0.5 |
| Photoperiod | 882 | 0.9 | 0.3 | 943 | 26.6 | <0.00001 | 636 | 0.9 | 0.3 | 559 | 0.02 | 0.9 |
| Temperature | 1059 | 55.6 | <0.00001 | 1832 | 129.3 | <0.00001 | 926 | 106.2 | <0.00001 | 741 | 1.7 | 0.2 |
| Photoperiod | 1059 | 24.4 | <0.00001 | 1832 | 0.3 | 0.6 | 926 | 9.4 | 0.002 | 741 | 0.5 | 0.5 |
| Experimental year | — | — | — | 1832 | 130.3 | <0.00001 | 926 | 6.6 | 0.01 | 741 | 1.0 | 0.3 |
LRT, likelihood ratio test. Model (numerator) degrees of freedom equal 1 for all terms. Residual (denominator) degrees of freedom are greater for larvae than those for eggs because experimental larvae originated from two sources (for details, see the Experimental design section). Egg development experiment was not repeated during the second year.
Figure 2Thermal reaction norms for (a) egg, (b) larval, and (c) pupal development in C. rubiginosa and (d) egg, (e,f) larval, and (g,h) pupal development in C. stigmatica. Regression lines are plotted based on GLS model parameters fit by REML. Symbols with bars denote mean developmental rates ± s.d., which were not used in fitting the regression models and are shown for illustration purposes; position of the symbols on the temperature axis matches actual temperatures during the experiments. Egg development data were pooled between two photoperiodic regimens.
Duration of immature stages (mean ± s.d., days) of C. rubiginosa under five constant temperatures and two photoperiods.
| Temperature, °С | Day length, h | Eggs |
| Larvae | Pupae |
| |
|---|---|---|---|---|---|---|---|
| Set | Real | ||||||
| 16 | 15.9 | 12 | 18.3 ± 0.81 | 85 | 34.6 ± 2.58 | 14.2 ± 1.09 | 45 |
| 16.1 | 18 | 16.8 ± 0.89 | 104 | 35.0 ± 2.11 | 14.6 ± 0.82 | 56 | |
| 19 | 18.7 | 12 | 10.9 ± 0.66 | 75 | 21.6 ± 2.21 | 9.8 ± 0.74 | 52 |
| 18.9 | 18 | 11.5 ± 0.54 | 85 | 23.5 ± 2.05 | 10.4 ± 0.54 | 67 | |
| 22 | 21.9 | 12 | 7.9 ± 0.76 | 66 | 15.8 ± 1.32 | 6.6 ± 0.56 | 42 |
| 21.9 | 18 | 7.6 ± 0.74 | 114 | 15.8 ± 1.31 | 6.7 ± 0.49 | 67 | |
| 25 | 24.9 | 12 | 6.1 ± 0.75 | 60 | 12.2 ± 0.92 | 5.2 ± 0.43 | 58 |
| 25.0 | 18 | 5.9 ± 0.59 | 85 | 12.2 ± 0.73 | 5.3 ± 0.35 | 69 | |
| 28 | 27.7 | 12 | 5.1 ± 0.34 | 90 | 10.9 ± 0.97 | 4.1 ± 0.44 | 47 |
| 27.9 | 18 | 5.1 ± 0.24 | 68 | 10.7 ± 1.08 | 4.0 ± 0.47 | 58 | |
†Larval and pupal sample sizes are equal because only individuals that survived to the adult stage were taken into account.
Generalized least squares regression parameters (±s.e.) for temperature-dependent development in Cassida stigmatica, fit by restricted maximum likelihood.
| Stage | Day length, h | Year and larval rearing method | LTT, °C | SDD, °C × d | ||
|---|---|---|---|---|---|---|
| Eggs | — | — | −0.1383 ± 0.00166 | 0.0121 ± 0.00009 | 11.4 | 82.4 |
| Larvae | 12 | 2017 (cups, cut leaves) | −0.0517 ± 0.00101 | 0.0048 ± 0.00005 | 10.8 | 207.8 |
| 12 | 2018 (glasses, living plants) | −0.0547 ± 0.00099 | 0.0046 ± 0.00005 | 11.9 | 216.9 | |
| 18 | 2017 (cups, cut leaves) | −0.0503 ± 0.00087 | 0.0046 ± 0.00004 | 11.0 | 217.6 | |
| 18 | 2018 (glasses, living plants) | −0.0483 ± 0.00115 | 0.0042 ± 0.00006 | 11.5 | 238.1 | |
| Pupae | 12 | 2017 (cups, cut leaves) | −0.1544 ± 0.00199 | 0.0139 ± 0.00012 | 11.1 | 71.9 |
| 12 | 2018 (glasses, living plants) | −0.1897 ± 0.00310 | 0.0153 ± 0.00016 | 12.4 | 65.2 | |
| 18 | 2017 (cups, cut leaves) | −0.1544 ± 0.00220 | 0.0136 ± 0.00013 | 11.3 | 73.4 | |
| 18 | 2018 (glasses, living plants) | −0.1839 ± 0.00463 | 0.0149 ± 0.00023 | 12.3 | 67.1 | |
LTT, lower temperature threshold for development. SDD, sum of degree-days.
Results of generalized least squares ANOVA of the effects of temperature, photoperiod, sex, experimental year, and their interactions on developmental rate and body mass in two Cassida species.
| Egg developmental rate | df res. | Larval developmental rate | Pupal developmental rate | Adult body mass | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| df res. | F |
| F |
| F |
| F |
| ||
| Temperature | 828 | 20873.7 | <0.00001* | 553 | 19849.5 | <0.00001* | 14326.2 | <0.00001* | 8.9 | 0.003 |
| Photoperiod | 828 | 3.4 | 0.07 | 553 | 35.3 | <0.00001* | 70.6 | <0.00001* | 17.5 | 0.00003* |
| Sex | — | — | — | 553 | 11.7 | 0.0007* | 1.5 | 0.2 | 624.5 | <0.00001* |
| Temperature × photoperiod | 828 | 0.3 | 0.6 | 553 | 3.1 | 0.08 | 0.7 | 0.4 | 1.1 | 0.3 |
| Temperature × sex | — | — | — | 553 | 0.0003 | 1.0 | 0.1 | 0.7 | 0.9 | 0.3 |
| Photoperiod × sex | — | — | — | 553 | 0.3 | 0.6 | 9.0 | 0.003 | 6.9 | 0.009 |
| Temperature × photoperiod × sex | — | — | — | 553 | 0.01 | 0.9 | 3.6 | 0.06 | 1.2 | 0.3 |
| Temperature | 797 | 18966.6 | <0.00001* | 727 | 32628.0 | <0.00001* | 42063.5 | <0.00001* | 10.1 | 0.002 |
| Photoperiod | 797 | 8.3 | 0.004 | 727 | 82.7 | <0.00001* | 112.1 | <0.00001* | 3.1 | 0.08 |
| Sex | — | — | — | 727 | 3.4 | 0.07 | 0.4 | 0.6 | 858.6 | <0.00001* |
| Experimental year | — | — | — | 727 | 1130.3 | <0.00001* | 406.2 | <0.00001* | 296.1 | <0.00001* |
| Temperature × photoperiod | 797 | 0.2 | 0.7 | 727 | 28.9 | <0.00001* | 8.0 | 0.005 | 0.03 | 0.9 |
| Temperature × sex | — | — | — | 727 | 6.6 | 0.01 | 0.07 | 0.8 | 0.2 | 0.7 |
| Temperature × experimental year | — | — | — | 727 | 33.1 | <0.00001* | 93.3 | <0.00001* | 3.1 | 0.08 |
| Photoperiod × sex | — | — | — | 727 | 1.8 | 0.2 | 0.7 | 0.4 | 2.6 | 0.1 |
| Photoperiod × experimental year | — | — | — | 727 | 10.5 | 0.001 | 4.5 | 0.03 | 0.0 | 1.0 |
| Sex × experimental year | — | — | — | 727 | 2.7 | 0.1 | 0.8 | 0.4 | 7.1 | 0.008 |
| Temperature × photoperiod × sex | — | — | — | 727 | 1.4 | 0.2 | 1.7 | 0.2 | 0.8 | 0.4 |
| Temperature × photoperiod × experimental year | — | — | — | 727 | 17.1 | 0.00004* | 0.02 | 0.9 | 0.05 | 0.8 |
| Temperature × sex × experimental year | — | — | — | 727 | 0.2 | 0.6 | 9.2 | 0.003 | 0.1 | 0.8 |
| Photoperiod × sex × experimental year | — | — | — | 727 | 6.1 | 0.01 | 0.2 | 0.7 | 0.02 | 0.9 |
| Temperature × photoperiod × sex × experimental year | — | — | — | 727 | 10.8 | 0.001 | 7.3 | 0.007 | 2.6 | 0.1 |
Model (numerator) degrees of freedom equal 1 for all terms; residual (denominator) degrees of freedom are equal for larvae, pupae, and adults because only individuals that survived to the adult stage were taken into account. Sex could not be inferred for eggs because hatchlings were kept in groups and it was not subsequently possible to match individual adults with individual eggs. Egg development experiment was not repeated during the second year. *Due to large sample sizes, only effects with p < 0.001 were considered significant.
Duration of immature stages (mean ± s.d., days) of C. stigmatica under five constant temperatures and two photoperiods.
| Year and rearing method | Temperature, °С | Day length (h) | Eggs | N | Larvae | Pupae | N† | |
|---|---|---|---|---|---|---|---|---|
| Set | Real | |||||||
| 2017 (larvae kept in cups, fed with cut leaves) | 16 | 15.9 | 12 | 18.3 ± 1.16 | 40 | 40.9 ± 1.76 | 14.9 ± 0.46 | 15 |
| 16.1 | 18 | 16.8 ± 1.20 | 78 | 42.2 ± 1.36 | 15.5 ± 0.48 | 11 | ||
| 19 | 18.7 | 12 | 11.2 ± 0.86 | 63 | 25.5 ± 2.78 | 9.6 ± 0.51 | 26 | |
| 18.9 | 18 | 11.6 ± 0.65 | 77 | 28.0 ± 1.38 | 10.6 ± 0.47 | 21 | ||
| 22 | 21.9 | 12 | 8.6 ± 0.74 | 78 | 18.0 ± 0.84 | 6.9 ± 0.50 | 47 | |
| 21.9 | 18 | 7.4 ± 0.38 | 83 | 19.9 ± 1.05 | 7.0 ± 0.45 | 67 | ||
| 25 | 24.9 | 12 | 6.1 ± 0.54 | 98 | 15.3 ± 1.11 | 5.2 ± 0.36 | 54 | |
| 25.1 | 18 | 6.0 ± 0.57 | 98 | 15.2 ± 0.96 | 5.3 ± 0.41 | 55 | ||
| 28 | 27.7 | 12 | 5.1 ± 0.33 | 71 | 12.5 ± 1.27 | 4.5 ± 0.46 | 60 | |
| 28.0 | 18 | 5.3 ± 0.67 | 115 | 12.9 ± 1.16 | 4.5 ± 0.47 | 62 | ||
| 2018 (larvae kept in plastic glasses with living host plants) | 16 | 16.0 | 12 | — | — | 51.2 ± 2.90 | 17.7 ± 0.80 | 8 |
| 15.8 | 18 | — | — | 55.1 ± 3.88 | 17.2 ± 1.20 | 10 | ||
| 19 | 18.8 | 12 | — | — | 31.9 ± 1.67 | 10.0 ± 0.53 | 24 | |
| 18.8 | 18 | — | — | 33.1 ± 2.17 | 10.1 ± 0.58 | 39 | ||
| 22 | 21.9 | 12 | — | — | 22.3 ± 1.64 | 7.1 ± 0.53 | 42 | |
| 21.8 | 18 | — | — | 24.1 ± 1.80 | 7.3 ± 0.56 | 42 | ||
| 25 | 25.1 | 12 | — | — | 16.0 ± 1.07 | 5.2 ± 0.53 | 34 | |
| 25.0 | 18 | — | — | 17.8 ± 1.28 | 5.2 ± 0.42 | 36 | ||
| 28 | 28.1 | 12 | — | — | 13.2 ± 0.79 | 4.1 ± 0.37 | 44 | |
| 27.7 | 18 | — | — | 14.6 ± 1.34 | 4.2 ± 0.45 | 46 | ||
Egg development experiment was not repeated during the second year. †Larval and pupal sample sizes are equal because only individuals that survived to the adult stage were taken into account.
Generalized least squares regression parameters (±s.e.) for temperature-dependent development in Cassida rubiginosa, fit by restricted maximum likelihood.
| Stage | Day length, h | LTT, °C | SDD, °C × d | ||
|---|---|---|---|---|---|
| Eggs | — | −0.1372 ± 0.00113 | 0.0121 ± 0.00006 | 11.4 | 82.7 |
| Larvae | 12 | −0.0609 ± 0.00122 | 0.0057 ± 0.00007 | 10.7 | 175.9 |
| 18 | −0.0646 ± 0.00097 | 0.0058 ± 0.00005 | 11.1 | 172.5 | |
| Pupae | 12 | −0.1558 ± 0.00351 | 0.0141 ± 0.00020 | 11.0 | 70.9 |
| 18 | −0.1577 ± 0.00266 | 0.0139 ± 0.00015 | 11.3 | 71.9 | |
LTT, lower temperature threshold for development. SDD, sum of degree-days.
Figure 3Thermal reaction norms for adult body mass in (a) C. rubiginosa and (b,c) C. stigmatica after rearing at different combinations of temperature and photoperiod. The latter species was tested during two consecutive years using different larval rearing methods, (b) in 2017, when larvae were confined to small cups and fed with cut leaves, and (c) in 2018, when larvae were maintained in plastic glasses and fed on living plants. Symbols with bars denote means ± s.d. and are slightly set apart along the temperature axis for clarity.