| Literature DB >> 28492498 |
Aubrey R Paolino1, Aaron J Gassmann2.
Abstract
The western corn rootworm, Diabrotica virgifera virgifera LeConte, is among the most serious insect pests of maize in North America. One strategy used to manage this pest is transgenic maize that produces one or more crystalline (Cry) toxins derived from the bacterium Bacillus thuringiensis (Bt). To delay Bt resistance by insect pests, refuges of non-Bt maize are grown in conjunction with Bt maize. Two factors influencing the success of the refuge strategy to delay resistance are the inheritance of resistance and fitness costs, with greater delays in resistance expected when inheritance of resistance is recessive and fitness costs are present. We measured inheritance and fitness costs of resistance for two strains of western corn rootworm with field-evolved resistance to Cry3Bb1 maize. Plant-based and diet-based bioassays revealed that the inheritance of resistance was non-recessive. In a greenhouse experiment, in which larvae were reared on whole maize plants in field soil, no fitness costs of resistance were detected. In a laboratory experiment, in which larvae experienced intraspecific and interspecific competition for food, a fitness cost of delayed larval development was identified, however, no other fitness costs were found. These findings of non-recessive inheritance of resistance and minimal fitness costs, highlight the potential for the rapid evolution of resistance to Cry3Bb1 maize by western corn rootworm, and may help to improve resistance management strategies for this pest.Entities:
Keywords: Bacillus thuringiensis; Diabrotica virgifera virgifera; fitness cost; inheritance; maize; refuge strategy; resistance management
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Substances:
Year: 2017 PMID: 28492498 PMCID: PMC5450707 DOI: 10.3390/toxins9050159
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Analyses of variance for survival in plant-based bioassays.
| Experiment | Effect | df | F | |
|---|---|---|---|---|
| Elma seedling mat a | Strain | 3,117 | 26.86 | <0.0001 |
| Hybrid | 1,117 | 366.08 | <0.0001 | |
| Strain × Hybrid | 3,117 | 27.92 | <0.0001 | |
| Monona seedling mat b | Strain | 2,13 | 6.98 | 0.0087 |
| Hybrid | 1,11 | 41.05 | <0.0001 | |
| Strain × Hybrid | 2,13 | 10.32 | 0.0021 | |
| Monona single plant c | Strain | 2,135 | 3.72 | 0.0268 |
| Hybrid | 1,135 | 30.14 | <0.0001 | |
| Strain × Hybrid | 2,135 | 4.11 | 0.0185 |
a Random effect in the model was block (df = 1, χ2 = 0.6, p = 0.2193); b Random effects included in the model were block (df = 1, χ2 = 34.0, p < 0.0001), block × hybrid (df = 1, χ2 = 3.9, p = 0.0241), block × strain (df = 1, χ2 = 3.0, p = 0.0416), and block × hybrid × strain (df = 1, χ2 = 2.2, p = 0.0690); c The random effect of block (df = 1, χ2 = 6.9, p = 0.0043) was included in the model.
Figure 1Survival on maize that produces the Cry3Bb1 toxin from Bacillus thuringiensis (Bt) and on non-Bt maize for (a) seedling-mat bioassay with Elma and Susceptible strains; (b) the seedling-mat bioassay with Monona and Susceptible strains; and (c) single-plant bioassay with Monona and Susceptible strains. Bar heights represent sample means and error bars are the standard error of the mean.
Goodness of fit, LC50, and fiducial limits for diet-based bioassays with Cry3Bb1.
| Strain | df | χ2 | LC50 a (95% FL) | |
|---|---|---|---|---|
| Susceptible | 3 | 1.57 | 0.6653 | 6.09 (2.22 to 10.01) |
| Heterozygote | 3 | 2.93 | 0.4022 | 32.90 (19.53 to 49.74) |
| Monona | 3 | 8.08 | 0.0443 | >341.60 |
a LC50 is the lethal concentration that kills 50% of the population, and was measured in µg Cry3Bb1/cm2.
Figure 2Larval mortality in diet-based bioassays for Susceptible and Monona strains, and heterozygotes. Data were adjusted for control mortality with Abbott’s correction. Points represent sample means, error bars are the standard error of the mean, and lines are probit analyses.
Analysis of variance for the fitness cost experiment with Monona.
| Analysis | Effect | df | F | |
|---|---|---|---|---|
| Development rate | Strain | 1,58 | 0.03 | 0.8651 |
| Sex | 1,58 | 11.14 | 0.0015 | |
| Strain × Sex | 1,58 | 0.03 | 0.8537 | |
| Survival | Strain | 1,30 | 0.18 | 0.6713 |
| Size | Strain | 1,58 | 0.69 | 0.6913 |
| Sex | 1,58 | 0.02 | 0.9018 | |
| Strain × Sex | 1,58 | 0.25 | 0.6186 | |
| Adult lifespan | Strain | 1,58 | 0.52 | 0.4746 |
| Sex | 1,58 | 3.02 | 0.0877 | |
| Strain × Sex | 1,58 | 0.70 | 0.4059 | |
| Egg viability | Strain | 1,30 | 0.71 | 0.4072 |
Repeated-measures analysis of variance for fecundity.
| Experiment | Effect | df | F | |
|---|---|---|---|---|
| Susceptible vs. Monona | Strain | 1,30 | 0.62 | 0.4370 |
| Week | 8,227 | 78.74 | <0.0001 | |
| Strain × Week | 8,227 | 1.21 | 0.3720 | |
| Susceptible vs. Elma | Strain | 1,37 | 0.03 | 0.8681 |
| FA a | 1,37 | 8.51 | 0.0060 | |
| SCR b | 1,37 | 1.58 | 0.2164 | |
| Strain × FA | 1,37 | 1.40 | 0.2438 | |
| Strain × SCR | 1,37 | 0.70 | 0.4083 | |
| FA × SCR | 1,37 | 1.17 | 0.2863 | |
| Strain × FA × SCR | 1,37 | 0.07 | 0.7965 | |
| Week | 6,169 | 30.67 | <0.0001 | |
| Strain × Week | 6,169 | 0.43 | 0.8577 | |
| FA × Week | 6,169 | 5.97 | <0.0001 | |
| SCR × Week | 6,169 | 1.32 | 0.2505 | |
| Strain × FA × Week | 5,169 | 1.53 | 0.1839 | |
| Strain × SCR × Week | 6,169 | 1.10 | 0.3655 | |
| FA × SCR × Week | 5,169 | 0.63 | 0.6764 | |
| Strain × FA × SCR × Week | 5,169 | 0.15 | 0.9788 |
a FA = food availability, which was achieved by adding either more or fewer maize kernels to the larval rearing trays. See Methods for details; b SCR = interspecific larval competition through the presence or absence of southern corn rootworm larvae in larval rearing trays.
Figure 3Comparisons of life-history traits for Susceptible and Monona strains on non-Bt maize in an experiment testing for fitness costs. Bar heights represent sample means and error bars are the standard error of the mean. Data are presented for (a) developmental rate; (b) proportion survival to adulthood; (c) adult size; (d) egg viability; (e) adult lifespan; and (f) fecundity.
Analysis of variance for the fitness cost experiment with Elma.
| Analysis | Effect | df | F | |
|---|---|---|---|---|
| Development Rate | Strain | 1,78 | 7.73 | 0.0068 |
| FA a | 1,78 | 20.89 | <0.0001 | |
| Sex | 1,78 | 15.31 | 0.0002 | |
| SCR b | 1,78 | 1.02 | 0.3149 | |
| Strain × FA | 1,78 | 2.39 | 0.1260 | |
| Strain × Sex | 1,78 | 2.74 | 0.1017 | |
| Strain × SCR | 1,78 | 2.54 | 0.1149 | |
| FA × Sex | 1,78 | 7.59 | 0.0073 | |
| FA × SCR | 1,78 | 0.74 | 0.3938 | |
| Sex × SCR | 1,78 | 3.26 | 0.0749 | |
| Strain × FA × Sex | 1,78 | 0.49 | 0.4861 | |
| Strain × FA × SCR | 1,78 | 0.22 | 0.6434 | |
| Strain × Sex × SCR | 1,78 | 0.25 | 0.6175 | |
| FA × Sex × SCR | 1,78 | 0.00 | 0.9532 | |
| Strain × FA × Sex × SCR | 1,78 | 1.92 | 0.1695 | |
| Survival | Strain | 1,50 | 0.54 | 0.4644 |
| FA | 1,50 | 124.58 | <0.0001 | |
| SCR | 1,50 | 34.2 | <0.0001 | |
| Strain × FA | 1,50 | 0.02 | 0.8831 | |
| Strain × SCR | 1,50 | 0.08 | 0.7827 | |
| FA × SCR | 1,50 | 1.33 | 0.2540 | |
| Strain × FA × SCR | 1,50 | 0.21 | 0.6466 | |
| Size | Strain | 1,73 | 0.04 | 0.8363 |
| FA | 1,73 | 1.25 | 0.2668 | |
| Sex | 1,73 | 1.84 | 0.1792 | |
| SCR | 1,73 | 3.94 | 0.0508 | |
| Strain × FA | 1,73 | 0.08 | 0.7718 | |
| Strain × Sex | 1,73 | 0.00 | 0.9944 | |
| Strain × SCR | 1,73 | 0.41 | 0.5225 | |
| FA × Sex | 1,73 | 1.17 | 0.2830 | |
| FA × SCR | 1,73 | 0.03 | 0.8546 | |
| Sex × SCR | 1,73 | 0.97 | 0.3279 | |
| Strain × FA × Sex | 1,73 | 0.00 | 0.9649 | |
| Strain × FA × SCR | 1,73 | 0.00 | 0.9907 | |
| Strain × Sex × SCR | 1,73 | 0.33 | 0.5677 | |
| FA × Sex × SCR | 1,73 | 0.02 | 0.8918 | |
| Strain × FA × Sex × SCR | 1,73 | 0.33 | 0.5664 | |
| Adult Lifespan | Strain | 1,74 | 0.32 | 0.5732 |
| FA | 1,74 | 2.39 | 0.1261 | |
| Sex | 1,74 | 3.01 | 0.0871 | |
| SCR | 1,74 | 0.47 | 0.4952 | |
| Strain × FA | 1,74 | 0.1 | 0.7563 | |
| Strain × Sex | 1,74 | 0.04 | 0.8405 | |
| Strain × SCR | 1,74 | 0.04 | 0.8369 | |
| FA × Sex | 1,74 | 3.94 | 0.0509 | |
| FA × SCR | 1,74 | 1.24 | 0.2698 | |
| Sex × SCR | 1,74 | 1.47 | 0.2297 | |
| Strain × FA × Sex | 1,74 | 0.01 | 0.9417 | |
| Strain × FA × SCR | 1,74 | 0.36 | 0.5493 | |
| Strain × Sex × SCR | 1,74 | 0.68 | 0.4123 | |
| FA × Sex × SCR | 1,74 | 3.35 | 0.0712 | |
| Strain × FA × Sex × SCR | 1,74 | 0.63 | 0.4304 | |
| Egg Viability | Strain | 1,18 | 0.27 | 0.6111 |
| FA | 1,18 | 0.5 | 0.4891 | |
| SCR | 1,18 | 0.37 | 0.5486 | |
| Strain × FA | 1,18 | 0.26 | 0.6149 | |
| Strain × SCR | 1,18 | 0.16 | 0.6907 | |
| FA × SCR | 1,18 | 0.98 | 0.3349 | |
| Strain × FA × SCR c | - | - | - |
a FA = food availability, which was achieved by adding either more or fewer maize kernels to the larval rearing trays. See Methods for details; b SCR = interspecific larval competition through the presence or absence of southern corn rootworm larvae in larval rearing trays; c The interaction of strain × FA × SCR could not be calculated because cages with Elma from seedling mats with low food availability and SCR did not result in enough eggs to test egg viability.
Figure 4Comparisons of life-history traits for Susceptible and Elma strains on non-Bt maize in an experiment testing for fitness costs. Data are shown for Elma and Susceptible with high or low larval food availability (FA) and in the presence or absence of competition from the southern corn rootworm (SCR). Bar heights represent sample means and error bars are the standard error of the mean. Data are presented for (a) developmental rate; (b) proportion survival to adulthood; (c) adult size; (d) egg viability; (e) adult lifespan; and (f) fecundity. For (b) proportion survival to adulthood, letter indicate pairwise differences among means for combinations of food availability and presence or absence of SCR. For low FA + SCR in the graph of (d) egg viability; N/A indicates that data on egg viability for Elma were not applicable because no eggs were obtained; additionally, only one observation was obtained for the Susceptible strain, which prevented the calculation of a standard error of the mean.