Trade-Offs between Temperature and Fitness in Euschistus heros (Fabricius) (Hemiptera: Pentatomidae): Implications for Mass Rearing and Field Management
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Generation 1 | Temperatures | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Constant | Fluctuating | |||||||||
19 °C | 22 °C | 25 °C | 28 °C | 31 °C | 34 °C | (25–21 °C) | (28–24 °C) | (31–27 °C) | (34–30 °C) | |
2nd instar | ||||||||||
F0 | 11.07 ± 0.35 A | 5.88 ± 0.10 bB | 4.82 ± 0.12 bCD | 2.97 ± 0.10 bFG | 2.60 ± 0.08 bG | 2.47 ± 0.01 G | 5.07 ± 0.08 aC | 4.10 ± 0.21 aDE | 3.71 ± 0.14 aEF | 2.38 ± 0.06 aG |
F1 | - | 6.97 ± 0.17 aA | 4.86 ± 0.09 bB | 3.72 ± 0.12 aCD | 3.21 ± 0.05 abCD | - | 4.84 ± 0.45 aB | 4.68 ± 0.68 aB | 3.68 ± 0.11 aBC | 3.02 ± 0.31 aD |
F2 | - | 6.18 ± 0.06 bA | 5.50 ± 0.22 aA | 3.87 ± 0.15 aB | 3.73 ± 0.29 aB | - | 5.73 ± 0.04 aA | 3.15 ± 0.33 aB | 3.71 ± 0.48 aA | 3.13 ± 0.43 aB |
3rd instar | ||||||||||
F0 | 12.50 ± 0.48 A | 6.19 ± 0.24 aB | 5.43 ± 0.22 aB | 3.57 ± 0.06 aDE | 3.08 ± 0.08 aEF | 2.61 ± 0.08 F | 5.37 ± 0.24 aBC | 4.43 ± 0.31 aCD | 3.71 ± 0.08 aDE | 3.17 ± 0.16 aEF |
F1 | - | 6.28 ± 0.20 aA | 4.12 ± 0.08 bBC | 3.17 ± 0.14 abDE | 2.80 ± 0.16 abE | - | 4.76 ± 0.13 aB | 4.26 ± 0.30 aBC | 3.68 ± 0.14 aCD | 3.03 ± 0.20 aDE |
F2 | - | 5.34 ± 0.11 bA | 5.23 ± 0.22 aA | 3.07 ± 0.15 bBC | 2.48 ± 0.13 bC | - | 4.74 ± 0.08 aA | 3.46 ± 0.19 aB | 3.71 ± 0.13 aB | 3.22 ± 0.16 aB |
4st instar | ||||||||||
F0 | 17.21 ± 0.62 A | 7.28 ± 0.16 aB | 6.02 ± 0.24 aCD | 3.77 ± 0.07 aFG | 3.17 ± 0.15 aFG | 2.97 ± 0.07 G | 6.83 ± 0.19 aBC | 5.42 ± 0.28 aDE | 4.29 ± 0.13 aEF | 3.86 ± 0.16 aFG |
F1 | - | 6.72 ± 0.26 aA | 4.87 ± 0.32 bB | 3.78 ± 0.20 aC | 2.87 ± 0.08 aD | - | 5.90 ± 0.40 aA | 5.06 ± 0.33 aB | 3.98 ± 0.31 aC | 3.27 ± 0.11 aCD |
F2 | - | 5.89 ± 0.06 bA | 5.79 ± 0.13 abA | 3.45 ± 0.21 aCD | 3.08 ± 0.15 aD | - | 3.98 ± 0.15 bBCD | 4.63 ± 0.36 aB | 4.05 ± 0.15 aBC | 3.84 ± 0.20 aBCD |
5st instar | ||||||||||
F0 | - | 10.15 ± 0.34 abA | 8.11 ± 0.08 aBC | 6.18 ± 0.20 aD | 5.09 ± 0.12 aEF | 4.52 ± 0.14 F | 8.68 ± 0.16 aB | 7.76 ± 0.07 aC | 7.34 ± 0.16 aC | 5.88 ± 0.06 aDE |
F1 | - | 10.37 ± 0.14 aA | 8.03 ± 0.12 aB | 4.95 ± 0.13 bD | 5.04 ± 0.21 aD | - | 10.21 ± 0.37 aA | 6.33 ± 0.29 bC | 6.80 ± 0.33 aC | 5.10 ± 0.12 bD |
F2 | - | 9.30 ± 0.31 bA | 7.19 ± 0.16 bB | 5.75 ± 0.11 aCD | 4.71 ± 0.20 aD | - | 10.06 ± 0.58 aA | 6.51 ± 0.16 bBC | 6.54 ± 0.17 aBC | 5.94 ± 0.15 aBCD |
Nymph stage | ||||||||||
F0 | - | 28.81 ± 0.27 aA | 23.81 ± 0.27 aB | 15.41 ± 0.49 aE | 13.51 ± 0.47 aFG | 12.025 ± 0.22 G | 25.12 ± 0.31 aB | 21.43 ± 0.55 aC | 17.90 ± 0.26 bD | 14.30 ± 0.09 aEF |
F1 | - | 30.27 ± 0.54 aA | 21.86 ± 0.39 bC | 11.87 ± 0.52 bF | 13.67 ± 0.28 aEF | - | 25.42 ± 0.58 aB | 19.84 ± 0.53 aD | 17.69 ± 0.49 bD | 14.24 ± 0.17 aE |
F2 | - | 26.68 ± 0.40 bA | 23.47 ± 0.34 aB | 16.12 ± 0.51 aD | 13.12 ± 1.32 aE | - | 24.36 ± 0.36 aAB | 17.34 ± 0.43 bCD | 19.64 ± 0.33 aC | 14.54 ± 0.55 aDE |
Life Stage | |||||
---|---|---|---|---|---|
2nd Instar (n = 120) | 3rd Instar (n = 120) | 4th Instar (n = 120) | 5th Instar (n = 120) | 2–5th Instar (n = 120) | |
Base temperature | 14.1 | 15 | 15.2 | 13.5 | 15.5 |
Degree day requirement | 51.2 | 43.7 | 47.8 | 84.9 | 197.4 |
r² of regression | 0.7471 | 0.8071 | 0.8523 | 0.874 | 0.7521 |
F | 171.3 | 242.7 | 334.7 | 402.3 | 175.9 |
df | 1, 58 | 1, 58 | 1, 58 | 1, 58 | 1, 58 |
p value | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
Generation 1 | Temperatures | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Constant | Fluctuating | |||||||||
19 °C | 22 °C | 25 °C | 28 °C | 31 °C | 34 °C | (25–21 °C) | (28–24 °C) | (31–27 °C) | (34–30 °C) | |
2nd instar (A) | ||||||||||
F0 | 55.83 ± 4.23 C | 77.50 ± 3.63 bAB | 78.33 ± 5.17 bAB | 79.16 ± 2.63 aAB | 83.33 ± 3.48 aAB | 90.00 ± 2.80 aA | 80.83 ± 4.48 aAB | 72.50 ± 5.36 abB | 80.00 ± 3.06 abAB | 89.99 ± 2.50 aA |
F1 | - | 72.83 ± 4.86 bAB | 87.05 ± 2.34 abA | 48.47 ± 1.08 bC | 70.83 ± 5.59 abAB | - | 80.55 ± 3.51 aAB | 64.66 ± 8.73 bBC | 65.88 ± 9.06 bBC | 59.44 ± 8.5 bBC |
F2 | - | 99.16 ± 0.83 aA | 99.37 ± 0.62 aA | 81.04 ± 6.45 aB | 62.50 ± 3.22 bC | - | 86.66 ± 3.33 aAB | 92.70 ± 3.86 aAB | 95.41 ± 3.25 aAB | 82.49 ± 0.83 aB |
3rd instar (B) | ||||||||||
F0 | 88.58 ± 3.75 A | 88.83 ± 4.40 bA | 95.08 ± 1.49 aA | 91.91 ± 3.29 aA | 90.49 ± 3.71 aA | 89.33 ± 3.01 aA | 86.08 ± 2.87 bA | 89.50 ± 6.16 abA | 91.25 ± 3.25 aA | 86.99 ± 2.75 abA |
F1 | - | 96.46 ± 1.96 abA | 94.13 ± 2.25 aAB | 96.94 ± 2.16 aA | 81.41 ± 1.66 aABC | - | 98.16 ± 1.63 aA | 76.61 ± 5.92 bBC | 72.98 ± 6.11 bC | 65.83 ± 10.08 bC |
F2 | - | 99.54 ± 0.45 aA | 96.66 ± 3.33 aA | 98.70 ± 1.29 aA | 92.50 ± 5.00 aA | - | 100.00 ± 0.00 aA | 99.37 ± 0.62 aA | 99.79 ± 0.20 aA | 94.88 ± 3.87 aA |
4th instar (C) | ||||||||||
F0 | 56.24 ± 8.50 C | 94.91 ± 2.28 bA | 87.83 ± 2.47 bAB | 83.66 ± 5.73 aAB | 83.75 ± 3.06 bAB | 74.25 ± 4.88 bcBC | 88.58 ± 2.47 bAB | 86.41 ± 2.57 aAB | 85.58 ± 2.84 bAB | 94.00 ± 3.10 aA |
F1 | - | 100.00 ± 0.00 aA | 92.52 ± 1.93 bA | 97.77 ± 2.22 aA | 89.00 ± 4.87 abA | - | 95.22 ± 2.44 abA | 95.66 ± 2.28 aA | 88.72 ± 4.16 bA | 88.58 ± 4.80 aA |
F2 | - | 99.58 ± 0.41 abA | 100.00 ± 0.00 aA | 95.33 ± 3.26 aA | 100.41 ± 0.41 aA | - | 100.00 ± 0.00 aA | 95.54 ± 3.91 aA | 99.75 ± 0.25 aA | 96.00 ± 4.00 aA |
5th instar (D) | ||||||||||
F0 | 9.00 ± 6.23 C | 90.33 ± 3.09 bA | 82.25 ± 6.00 aA | 67.83 ± 7.39 bAB | 79.75 ± 6.37 bA | 47.50 ± 6.96 bB | 90.08 ± 3.00 aA | 85.50 ± 3.69 abA | 79.08 ± 2.88 bA | 73.66 ± 8.00 bA |
F1 | - | 99.00 ± 1.00 aA | 97.66 ± 1.45 aA | 100.00 ± 0.00 aA | 59.40 ± 5.47 bB | - | 98.46 ± 1.29 aA | 98.58 ± 1.31 aA | 90.92 ± 3.86 aA | 91.26 ± 3.91 abA |
F2 | - | 98.70 ± 1.29 aAB | 95.37 ± 3.89 aAB | 94.06 ± 3.98 aAB | 105.41 ± 7.08 aA | - | 58.00 ± 6.63 bC | 82.29 ± 5.60 bB | 99.37 ± 0.62 aAB | 100.00 ± 0.00 aAB |
Nymphal stage (E) | ||||||||||
F0 | 4.16 ± 3.39 C | 59.16 ± 5.49 bA | 54.16 ± 5.43 bA | 41.66 ± 4.75 bAB | 48.33 ± 5.03 aA | 26.66 ± 3.89 bB | 55.83 ± 1.66 bA | 49.16 ± 2.76 bA | 49.99 ± 4.56 bA | 55.00 ± 6.64 abA |
F1 | - | 69.61 ± 5.01 bA | 75.00 ± 2.77 aA | 45.83 ± 2.06 bB | 30.00 ± 3.76 bB | - | 73.83 ± 5.81 aA | 48.38 ± 6.01 bB | 41.83 ± 11.46 bB | 36.66 ± 7.57 bB |
F2 | - | 97.08 ± 2.91 aA | 92.08 ± 6.46 aABC | 70.83 ± 3.22 aCDE | 60.00 ± 4.08 aDE | - | 50.00 ± 5.27 bE | 72.50 ± 6.40 aCD | 94.37 ± 3.54 aAB | 74.72 ± 3.73 aBCD |
Multiple Decrement Life Table | ||||
---|---|---|---|---|
Stage | Aqx | alx | adx | Fraction of Deaths by Molting |
2nd instar | 0.2122 | 1.0000 | 0.2122 | 0.2122 |
3rd instar | 0.0899 | 0.7878 | 0.0708 | 0.0708 |
4th instar | 0.0671 | 0.7170 | 0.0481 | 0.0481 |
5th instar | 0.1179 | 0.6689 | 0.0789 | 0.0789 |
Adult | - | 0.5900 | - | - |
Total | 0.4100 | 0.4100 |
Generation 1 | Temperatures | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Constant | Fluctuating | |||||||||
19 °C | 22 °C | 25 °C | 28 °C | 31 °C | 34 °C | (25–21 °C) | (28–24 °C) | (31–27 °C) | (34–30 °C) | |
Male (A) | ||||||||||
F0 | - | 8.10 ± 0.15 bA | 8.09 ± 0.06 aA | 7.79 ± 0.11 aAB | 7.86 ± 0.09 aAB | 7.80 ± 0.13 AB | 7.62 ± 0.08 aB | 7.42 ± 0.09 bB | 7.43 ± 0.05 bB | 7.46 ± 0.07 abB |
F1 | - | 8.46 ± 0.06 abA | 8.27 ± 0.11 aA | 8.10 ± 0.11 aAB | 8.11 ± 0.10 aAB | - | 7.38 ± 0.06 aC | 7.70 ± 0.05 aBC | 7.73 ± 0.08 aBC | 7.41 ± 0.18 bC |
F2 | - | 8.78 ± 0.02 aA | 8.21 ± 0.04 aB | 8.05 ± 0.02 aBC | 8.01 ± 0.10 aBC | - | 7.46 ± 0.06 aE | 7.63 ± 0.06 abDE | 7.86 ± 0.03 aCD | 7.87 ± 0.06 aCD |
Female (B) | ||||||||||
F0 | - | 8.62 ± 0.12 bA | 8.19 ± 0.04 cABC | 8.34 ± 0.14 aAB | 8.56 ± 0.08 aA | 8.18 ± 0.10 ABC | 7.83 ± 0.08 aCD | 7.93 ± 0.09 aBCD | 7.87 ± 0.08 abCD | 7.71 ± 0.05 aD |
F1 | - | 8.88 ± 0.07 abA | 8.83 ± 0.11 aAB | 8.65 ± 0.10 aAB | 8.25 ± 0.15 aBC | - | 7.53 ± 0.17 aD | 8.03 ± 0.05 aCD | 7.77 ± 0.12 bCD | 7.67 ± 0.21 aCD |
F2 | - | 9.10 ± 0.02 aA | 8.49 ± 0.05 bBC | 8.66 ± 0.04 aAB | 8.60 ± 0.17 aBC | - | 7.65 ± 0.20 aE | 7.81 ± 0.05 aDE | 8.21 ± 0.07 aBCD | 8.14 ± 0.06 aCD |
Generations 1 | Temperatures | ||||||||
---|---|---|---|---|---|---|---|---|---|
Constant | Fluctuating | ||||||||
22 °C | 25 °C | 28 °C | 31 °C | 34 °C | (25–21 °C) | (28–24 °C) | (31–27 °C) | (34–30 °C) | |
F0 | 0.47 ± 0.05 aA | 0.53 ± 0.06 aA | 0.56 ± 0.06 aA | 0.43 ± 0.05 aA | 0.63 ± 0.14 A | 0.54 ± 0.03 Aa | 0.54 ± 0.04 aA | 0.52 ± 0.04 aA | 0.48 ± 0.05 aA |
F1 | 0.40 ± 0.04 aA | 0.55 ± 0.02 aA | 0.41 ± 0.11 aA | 0.57 ± 0.07 aA | - | 0.47 ± 0.04 aA | 0.53 ± 0.05 aA | 0.42 ± 0.05 aA | 0.66 ± 0.10 aA |
F2 | 0.55 ± 0.06 aA | 0.49 ± 0.06 aA | 0.49 ± 0.05 aA | 0.48 ± 0.06 aA | - | 0.61 ± 0.09 aA | 0.48 ± 0.04 aA | 0.50 ± 0.03 aA | 0.44 ± 0.03 aA |
Generation 1 | Temperature | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Constant | Fluctuating | |||||||||
19 °C | 22 °C | 25 °C | 28 °C | 31 °C | 34 °C | (25–21 °C) | (28–24 °C) | (31–27 °C) | (34–30 °C) | |
Pre-oviposition period (d) | ||||||||||
F0 | - | 11.03 ± 1.20 cA | 7.67 ± 0.70 cABC | 2.31 ± 0.41 cE | - | - | - | 6.12 ± 1.00 cBCD | 4.31 ± 0.52 cCDE | 2.75 ± 0.33 cDE |
F1 | - | 34.37 ± 0.48 bA | 26.54 ± 1.00 bABC | 16.80 ± 0.75 bD | - | - | - | 29.23 ± 2.29 bAB | 23.40 ± 3.93 bBCD | 19.40 ± 1.12 bCD |
F2 | - | 56.88 ± 0.91 aA | 45.51 ± 0.38 aC | 29.48 ± 0.45 aEF | - | - | - | 47.26 ± 1.10 aBC | 39.20 ± 1.11 aD | 32.10 ± 0.57 aE |
Generation | Number of eggs per female | |||||||||
F0 | - | 291.15 ± 65.19 bAB | 347.00 ± 57.97 bA | 366.05 ± 107.50 aA | - | - | - | 200.21 ± 38.56 aAB | 203.53 ± 38.73 bAB | 174.81 ± 40.96 aB |
F1 | - | 552.48 ± 47.76 aA | 534.31 ± 47.55 aA | 356.80 ± 72.90 aABC | - | - | - | 179.98 ± 64.89 aC | 263.20 ± 84.26 abABC | 197.20 ± 25.65 aC |
F2 | - | 430.40 ± 15.26 abAB | 560.52 ± 28.36 aA | 371.27 ± 36.01 aAB | - | - | - | 286.56 ± 48.78 aBC | 426.14 ± 39.45 aAB | 257.30 ± 49.72 aBC |
Generation | Viability (%) | |||||||||
F0 | - | 68.45 ± 7.53 aA | 59.45 ± 3.25 bAB | 65.21 ± 12.51 aA | - | - | - | 29.51 ± 8.64 aBC | 26.71 ± 8.63 aBC | 15.56 ± 6.78 aC |
F1 | - | 86.44 ± 2.83 aA | 77.04 ± 3.25 aA | 61.46 ± 6.72 aAB | - | - | - | 8.77 ± 4.86 aC | 16.08 ± 13.60 aBC | 8.57 ± 8.57 aC |
F2 | - | 72.17 ± 3.59 aA | 67.42 ± 3.73 abAB | 58.68 ± 5.64 aAB | - | - | - | 22.44 ± 5.70 aC | 33.23 ± 1.65 aBC | 10.05 ± 6.22 aC |
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Barrufaldi, A.P.F.; Hayashida, R.; Hoback, W.W.; Higley, L.G.; Carvalho, J.R.d.; Oliveira, R.C.d. Trade-Offs between Temperature and Fitness in Euschistus heros (Fabricius) (Hemiptera: Pentatomidae): Implications for Mass Rearing and Field Management. Insects 2023, 14, 448. https://doi.org/10.3390/insects14050448
Barrufaldi APF, Hayashida R, Hoback WW, Higley LG, Carvalho JRd, Oliveira RCd. Trade-Offs between Temperature and Fitness in Euschistus heros (Fabricius) (Hemiptera: Pentatomidae): Implications for Mass Rearing and Field Management. Insects. 2023; 14(5):448. https://doi.org/10.3390/insects14050448
Chicago/Turabian StyleBarrufaldi, Ana Paula Frugeri, Rafael Hayashida, William Wyatt Hoback, Leon G. Higley, Jose Romario de Carvalho, and Regiane Cristina de Oliveira. 2023. "Trade-Offs between Temperature and Fitness in Euschistus heros (Fabricius) (Hemiptera: Pentatomidae): Implications for Mass Rearing and Field Management" Insects 14, no. 5: 448. https://doi.org/10.3390/insects14050448
APA StyleBarrufaldi, A. P. F., Hayashida, R., Hoback, W. W., Higley, L. G., Carvalho, J. R. d., & Oliveira, R. C. d. (2023). Trade-Offs between Temperature and Fitness in Euschistus heros (Fabricius) (Hemiptera: Pentatomidae): Implications for Mass Rearing and Field Management. Insects, 14(5), 448. https://doi.org/10.3390/insects14050448