| Literature DB >> 36135488 |
Massimo Cristofaro1,2, René F H Sforza3, Gerardo Roselli1,4, Alessandra Paolini1, Alessia Cemmi2, Sergio Musmeci2, Gianfranco Anfora5,6, Valerio Mazzoni5, Michael Grodowitz3.
Abstract
The bagrada bug, Bagrada hilaris, is an invasive insect pest in the family Brassicaceae that causes economically important damage to crops. It was originally present in Asia, the Middle East, and Africa, and was reported as invasive in the southwestern part of the US, in Chile, and on a few islands in the Mediterranean Basin. In its native range, B. hilaris is controlled by several egg parasitoid species that are under consideration as potential biological control agents. This research evaluated the impact of gamma irradiation on life history parameters, e.g., the fecundity, fertility, and longevity of B. hilaris, as a critical step towards assessing the feasibility of using the sterile insect technique against this recent invasive pest. Newly emerged adults of a laboratory colony originally collected from the island of Pantelleria (Italy) were gamma-irradiated. Life history parameters were evaluated at nine different doses, ranging from 16 Gy to 140 Gy. The minimal dose to approach full sterility was 100 Gy. Irradiation up to a maximum of 140 Gy apparently did not negatively impact the longevity of the adults. Even if both genders are sensitive to irradiation, the decline in fecundity for irradiated females could be exploited to release irradiated males safely to apply the SIT in combination with classical biological control. The data presented here allow us to consider, for the first time, the irradiation of bagrada adults as a suitable and feasible technique that could contribute to guaranteeing a safe approach to control this important pest species in agro-ecosystems. More research is warranted on the competitive fitness of irradiated males to better understand mating behavior as well as elucidate the possible mechanisms of sperm selection by polyandric B. hilaris females.Entities:
Keywords: biological control; insect pest; irradiation; pentatomids; sterile insect technique; sterility
Year: 2022 PMID: 36135488 PMCID: PMC9503131 DOI: 10.3390/insects13090787
Source DB: PubMed Journal: Insects ISSN: 2075-4450 Impact factor: 3.139
Figure 1Comparison between three treatments (irradiated males only, irradiated females only, and both genders irradiated) on the number of eggs eclosed. Data were fitted by a Weibull model. For clarity, the 95% CI is shown only for the curve irradiated males × fertile females.
Fecundity and fertility values (mean ± s.e.) of Bagrada hilaris in treatment 1 (IM/FF: irradiated male × fertile female) at different irradiation doses.
| Dose (Gy) | Eggs Oviposited | Eggs Eclosed | % Eclosed | % Response |
|---|---|---|---|---|
| 0 | 141.6 ± 11.5 | 87.5 ± 8.1 | 61.4 ± 2.7 | 100.0 ± 4.8 |
| 16 | 129.4 ± 21.4 | 49.0 ± 11.1 | 37.4 ± 5.1 | 62.0 ± 8.5 |
| 24 | 117.0 ± 17.8 | 33.7 ± 7.5 | 31.6 ± 11.2 | 52.5 ± 18.6 |
| 32 | 111.8 ± 20.2 | 29.4 ± 8.9 | 24.3 ± 4.3 | 40.4 ± 7.1 |
| 50 | 142.6 ± 24.5 | 15.2 ± 3.4 | 13.5 ± 4.3 | 22.5 ± 7.1 |
| 60 | 166.8 ± 42.8 | 9.8 ± 4.8 | 6.2 ± 3.4 | 10.4 ± 5.7 |
| 80 | 206.3 ± 37.8 | 15.3 ± 7.2 | 7.4 ± 4.0 | 12.4 ± 6.6 |
| 100 | 105.2 ± 22.6 | 0.7 ± 0.3 | 0.7 ± 0.3 | 1.2 ± 0.6 |
| 120 | 171.6 ± 48.0 | 0.6 ± 0.6 | 0.8 ± 0.8 | 1.3 ± 1.3 |
| 140 | 150.6 ± 31.1 | 2.4 ± 1.7 | 1.5 ± 0.9 | 2.5 ± 1.5 |
Fecundity and fertility values (mean ± s.e.) of Bagrada hilaris in treatment 2 (FM/IF: fertile male × irradiated female) at different irradiation doses.
| Dose (Gy) | Eggs Oviposited | Eggs Eclosed | % Eclosed | % Response |
|---|---|---|---|---|
| 0 | 141.6 ± 11.5 | 87.5 ± 8.1 | 61.4 ± 2.7 | 100.0 ± 4.8 |
| 16 | 84.6 ± 16.7 | 24.4 ± 6.3 | 29.3 ± 4.1 | 48.7 ± 6.7 |
| 24 | 86.0 ± 18.9 | 23.8 ± 6.3 | 26.9 ± 2.1 | 44.6 ± 3.4 |
| 32 | 25.8 ± 8.4 | 8.0 ± 4.9 | 23.0 ± 13.6 | 38.2 ± 22.5 |
| 50 | 21.2 ± 4.9 | 8.8 ± 2.3 | 40.2 ± 6.1 | 66.7 ± 10.1 |
| 60 | 29.8 ± 6.0 | 2.6 ± 1.7 | 8.9 ± 5.7 | 14.9 ± 9.5 |
| 80 | 17.0 ± 8.1 | 3.8 ± 3.1 | 26.2 ± 14.5 | 43.5 ± 24.1 |
| 100 | 23.2 ± 5.3 | 4.9 ± 2.1 | 18.9 ± 6.5 | 31.5 ± 10.9 |
| 120 | 16.4 ± 6.9 | 0.4 ± 0.4 | 2.3 ± 2.3 | 3.8 ± 3.8 |
| 140 | 9.4 ± 6.2 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 |
Figure A1Comparisons of fecundity (dark blue bars) and fertility (light blue bars) values (mean ± s.e.) of B. hilaris for the 3 treatments and control in the irradiation screening from 16 to 120 Gy.
Fecundity and fertility values (mean ± s.e.) of Bagrada hilaris in treatment 3 (IM/IF: irradiated male × irradiated female) at different irradiation doses.
| Dose (Gy) | Eggs Oviposited | Eggs Eclosed | % Eclosed | % Response |
|---|---|---|---|---|
| 0 | 141.6 ± 11.5 | 87.5 ± 8.1 | 61.4 ± 2.7 | 100.0 ± 4.8 |
| 16 | 69.6 ± 10.6 | 8.0 ± 3.2 | 11.5 ± 5.1 | 19.1 ± 8.4 |
| 24 | 60.8 ± 20.6 | 9.8 ± 4.7 | 20.6 ± 11.7 | 60.6 ± 30.4 |
| 32 | 23.8 ± 11.8 | 1.2 ± 1.0 | 3.3 ± 2.7 | 5.4 ± 4.5 |
| 50 | 38.0 ± 6.7 | 3.8 ± 2.6 | 8.4 ± 5.6 | 13.9 ± 9.4 |
| 60 | 17.6 ± 3.2 | 2.4 ± 1.2 | 17.7 ± 8.1 | 29.4 ± 13.4 |
| 80 | 28.8 ± 1.1 | 3.3 ± 2.0 | 11.5 ± 6.8 | 19.1 ± 11.3 |
| 100 | 23.0 ± 5.7 | 0.3 ± 0.3 | 1.3 ± 1.3 | 2.1 ± 0.9 |
| 120 | 19.6 ± 6.4 | 1.6 ± 1.6 | 14.6 ± 14.6 | 24.2 ± 24.2 |
| 140 | 7.0 ± 1.9 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 |
Analysis of deviance of the GLiM models. (Type III). The overall effect of dose and cross types on the number of eclosed eggs, the number of oviposited eggs, and the proportion of eggs hatched per female are reported.
| Response Variable | Model Terms | χ2 | df | |
|---|---|---|---|---|
| dose | 54.17 | 1 | 1.8 × 10−13 *** | |
| Eggs eclosed | cross | 0.214 | 2 | 0.8972 |
| dose × cross | 5.707 | 2 | 0.0576 | |
| dose | 1.045 | 1 | 0.3066 | |
| Eggs oviposited | cross | 1.509 | 2 | 0.4703 |
| dose × cross | 110.36 | 2 | <2.2 × 10−16 *** | |
| dose | 263.80 | 1 | <2.2 × 10−16 *** | |
| Proportion of hatched eggs | cross | 3.74 | 2 | 0.1544 |
| dose × cross | 12.64 | 2 | 1.8 × 10−3 ** |
Levels of significance are reported in the table according to the conventional notation by asterisks: no symbols, p > 0.05; p ≤ 0.01 **; p ≤ 0.001 ***.
Coefficient estimates of the GLiM models for the number of eclosed eggs, the number of oviposited eggs, and the proportion of eggs hatched per female. The IM/FF cross does not appear in the table since this parameter is set to zero and matters as a reference level; thus, the FM/IF and IM/IF estimates are compared with this group.
| Response Variable | Levels | Estimate | s.e. | t-Value | |
|---|---|---|---|---|---|
| intercept | 4.465 | 0.170 | 26.33 | <2.2 × 10−16 *** | |
| Eggs eclosed | dose | −0.033 | 0.006 | −5.32 | 3.4 × 10−7 *** |
| FM/IF | 0.024 | 0.243 | 0.10 | 0.922 | |
| IM/IF | −0.090 | 0.256 | −0.35 | 0.725 | |
| Dose × FM/IF | −0.012 | 0.011 | −1.06 | 0.289 | |
| Dose × IM/IF | −0.036 | 0.017 | −2.06 | 0.041 * | |
| intercept | 4.855 | 0.094 | 51.81 | <2.2 × 10−16 *** | |
| Eggs oviposited | dose | −0.001 | 0.001 | 1.02 | 0.307 |
| FM/IF | 0.0237 | 0.243 | 0.09 | 0.573 | |
| IM/IF | −0.0901 | 0.256 | −0.35 | 0.455 | |
| Dose × FM/IF | −0.0117 | 0.011 | −1.06 | 6.8 × 10−13 *** | |
| Dose × IM/IF | −0.0357 | 0.017 | −2.06 | 1.1 × 10−10 *** | |
| intercept | −0.754 | 0.170 | −4.44 | 1.7 × 10−5 *** | |
| Proportion of hatched eggs | dose | 0.7407 | 0.056 | 13.31 | <2.2 × 10−16 *** |
| FM/IF | 0.349 | 0.226 | 1.540 | 0.125 | |
| IM/IF | 0.369 | 0.233 | 1.583 | 0.115 | |
| Dose × FM/IF | −0.306 | 0.088 | −3.48 | 6.4 × 10−4 *** | |
| Dose × IM/IF | −0.017 | 0.110 | −0.16 | 0.875 |
Levels of significance are reported in the table according to the conventional notation by asterisks: no symbols, p > 0.05; p ≤ 0.05 *; p ≤ 0.001 ***.
Model fitted for % of response: Weibull (type 1) with a lower limit at 0 and with the intercept fixed to 100% (crossings of Bagrada hilaris: IM/FF: irradiated virgin male × fertile virgin female; FM/IF: fertile virgin male × irradiated virgin female; IM/IF: irradiated virgin male × irradiated virgin female). The parameter b describes the slope, while the parameter e is the inflection point of the curve. Parameters followed by different letters are significantly different for p = 0.05 according to the t-statistics.
| Estimate | ±s.e. | t-Value | |||
|---|---|---|---|---|---|
| 1.17043 | a | 0.26005 | 4.5007 | 1.288 × 10–5 *** | |
| 0.73009 | ab | 0.20332 | 3.5908 | 0.0004366 *** | |
| 0.48913 | b | 0.13945 | 3.5075 | 0.0005855 *** | |
| 29.91119 | a | 6.0447 | 4.9483 | 1.861 × 10−6 *** | |
| 27.92878 | a | 8.83973 | 3.1595 | 0.0018863 ** | |
| 6.89095 | b | 4.48994 | 1.5348 | 0.1267950 |
Levels of significance are reported in the table according to the conventional notation by asterisks: no symbols, p > 0.05; p ≤ 0.01 **; p ≤ 0.001 ***.
Figure 2Weibull-1 curves (c parameter set to 0) calculated for the percentage of the response of egg eclosion for the three tested crosses (irradiated males × fertile females; irradiated females × fertile males; both irradiated). The 95% CI is shown only in the case of the irradiated males x fertile females curve, for clarity.
Estimated effective dose (ED) calculated for the percentage of response in Bagrada hilaris eggs hatching in the three groups of crosses. IM/FF: irradiated male × fertile female; FM/IF: fertile male × irradiated female; IM/IF: irradiated male × irradiated female. Standard error (s.e.) and error limits are reported at the 95% percentile.
| ED (%) | Estimate (Gy) | ±s.e. | Lower | Upper | |
|---|---|---|---|---|---|
| IM/FF: | 50 | 21.94 | 5.24 | 13.69 | 35.18 |
| IM/FF: | 90 | 64.43 | 7.14 | 51.77 | 80.18 |
| IM/FF: | 95 | 81.59 | 11.05 | 62.45 | 106.60 |
| IM/FF: | 99 | 120.00 | 24.16 | 80.63 | 178.59 |
| FM/IF: | 50 | 17.36 | 7.50 | 7.395 | 40.76 |
| FM/IF: | 90 | 115.83 | 22.90 | 78.39 | 171.13 |
| FM/IF: | 95 | 175.58 | 50.36 | 99.65 | 309.34 |
| FM/IF: | 99 | 346.46 | 159.26 | 139.78 | 858.76 |
| IM/IF: | 50 | 2.38 | 2.48 | 0.30 | 18.71 |
| IM/IF: | 90 | 50.64 | 11.38 | 32.49 | 78.93 |
| IM/IF: | 95 | 99.01 | 28.87 | 55.67 | 176.09 |
| IM/IF: | 99 | 296.07 | 173.81 | 92.88 | 943.76 |
Longevity (mean ± s.e.) of irradiated Bagrada hilaris males and females at high doses (80 Gy upwards) compared with the untreated control. Analysis of Log-rank (Mantel–Cox) was performed for mean separation. Means followed by different letters are significantly different between them.
| Longevity (days) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Dose (Gy) | Male | ±s.e. | n | Female | ±s.e. |
| ||
| 0 | 21.1 | 1.9 | b | 19 | 28.7 | 2.2 | ab | 38 |
| 80 | 32.5 | 1.4 | a | 6 | 40.4 | 2.4 | a | 8 |
| 100 | 23.8 | 1.7 | b | 14 | 26.7 | 3.0 | ab | 21 |
| 120 | 26.0 | 3.2 | b | 7 | 27.3 | 5.5 | ab | 10 |
| 140 | 16.5 | 2.5 | b | 8 | 21.0 | 2.4 | b | 10 |
Figure A2Kaplan–Meier curves calculated for males (upper panel) and females (lower panel) treated at high doses (80 Gy upwards) compared with the untreated control.