| Literature DB >> 35877317 |
Marco Friuli1, Claudia Cafarchia2, Andrea Cataldo1, Riccardo Paolo Lia2, Domenico Otranto2, Marco Pombi3, Christian Demitri1.
Abstract
Pest management is looking for green and cost-effective innovative solutions to control tiger mosquitoes and other pests. By using biomimetic principles and biocompatible/biodegradable biopolymers, it could be possible to develop a new approach based on substrates that selectively attract insects by reproducing specific natural environmental conditions and then kill them by hosting and delivering a natural biopesticide or through mechanical action (biomimetic lure and kill approach, BL&K). Such an approach can be theoretically specialized against tiger mosquitoes (BL&K-TM) by designing hydrogels to imitate the natural oviposition site's conditions to employ them inside a lure and kill ovitraps as a biomimetic oviposition substrate. In this work, the hydrogels have been prepared to prove the concept. The study compares lab/on-field oviposition between standard substrates (absorbing paper/masonite) and a physical and chemically crosslinked hydrogel composition panel. Then the best performing is characterized to evaluate a correlation between the hydrogel's properties and oviposition. Tests identify a 2-Hydroxyethylcellulose (HEC)-based physical hydrogel preparation as five times more attractive than the control in a lab oviposition assay. When employed on the field in a low-cost cardboard trap, the same substrate is seven times more capturing than a standard masonite ovitrap, with a duration four times longer.Entities:
Keywords: Aedes albopictus; biomimetics; biopolymers; hydrogels
Year: 2022 PMID: 35877317 PMCID: PMC9312165 DOI: 10.3390/bioengineering9070267
Source DB: PubMed Journal: Bioengineering (Basel) ISSN: 2306-5354
A panel of possible oviposition influencing parameters and possible suitable conditions reported in literature.
| Oviposition Parameters | |||||||
|---|---|---|---|---|---|---|---|
| Parameters | pH | Salinity [%] | Substrate Composition | Water Content [wt%] | Substrate Texture/Orientation | Morphology | Turbidity |
|
| From mild acidic to basic | Mild | Organic | >0% | From mud to wood-like/Sloped | Rough | Cloudy water |
Figure 1Example of different turbidity levels on hydrogel color.
Correlation using Pearson’s correlation coefficient analysis between polymer concentration and T/C for HEC2-16 and SA2-20. p < 0.033 = *; p < 0.0021 = **.
| Pearson r | ||
|---|---|---|
|
| 0.9053 | 0.9357 |
|
| 0.1144 to 0.9938 | 0.5160 to 0.9931 |
|
| 0.8196 | 0.8756 |
|
| ||
|
| 0.0345 | 0.0061 |
|
| * | ** |
|
| Yes | Yes |
|
| 5 | 6 |
Figure 2Absorbing paper was used as control. T/C is the ratio between eggs laid on the sample (T) and control (C). All the tests were carried at 25 °C and 80% relative humidity (RH) pH = 6.5; Salinity < 1%. Statistical analysis legend: p > 0.0123 = not significant (ns); p < 0.0002 = ***; p < 0.0001 = ****.
Ordinary two-way oviposition ANOVA analysis of HEC2-30 and SA2-30 concentrations and Tukey’s multiple comparisons test to evaluate the effect of. p > 0.0123 = not significant (ns); p < 0.033 = *; p < 0.0021 **; p < 0.0002 ***; p < 0.0001 = ****.
| Ordinary Two-Way ANOVA | ||||||
|---|---|---|---|---|---|---|
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| 0.05 | |||||
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| % of total variation | |||||
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| 8.009 | <0.0001 | **** | |||
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| 80.72 | <0.0001 | **** | |||
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| 6.652 | <0.0001 | **** | |||
|
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| SS | DF | MS | F (DFn. DFd) | |||
|
| 0.5354 | 7 | 0.07649 | F (7, 32) = 7.933 | ||
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| 5.396 | 7 | 0.7709 | F (7, 32) = 79.96 | ||
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| 0.4447 | 1 | 0.4447 | F (1, 32) = 46.12 | ||
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| 0.3085 | 32 | 0.009642 | |||
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| 2 | |||||
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| 28 | |||||
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| 0.05 | |||||
| Mean Diff. | 95% CI of diff. | Summary | Adjusted | |||
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Ordinary two-way oviposition ANOVA analysis of HEC2-30 and SA2-30 concentrations and Bonferroni’s multiple comparisons test. p > 0.0123 = not significant (ns); p < 0.0002 ***; p < 0.0001 = ****.
| Ordinary Two-Way ANOVA | |||||
|---|---|---|---|---|---|
|
| 0.05 | ||||
|
| % of total variation | ||||
|
| 8.009 | <0.0001 | **** | ||
|
| 80.72 | <0.0001 | **** | ||
|
| 6.652 | <0.0001 | **** | ||
|
| |||||
| SS | DF | MS | F (DFn. DFd) | ||
|
| 0.5354 | 7 | 0.07649 | F (7, 32) = 7.933 | |
|
| 5.396 | 7 | 0.7709 | F (7, 32) = 79.96 | |
|
| 0.4447 | 1 | 0.4447 | F (1, 32) = 46.12 | |
|
| 0.3085 | 32 | 0.009642 | ||
|
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| 1 | ||||
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| 8 | ||||
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| 0.05 | ||||
| Mean Diff. | 95% CI of diff. | Significant? | Summary | Adjusted | |
|
| |||||
|
| 0.1467 | −0.08802 to 0.3813 | No | ns | 0.6134 |
|
| 0.1833 | −0.05135 to 0.4180 | No | ns | 0.2318 |
|
| 0.5733 | 0.3387 to 0.8080 | Yes | **** | <0.0001 |
|
| 0.3533 | 0.1187 to 0.5880 | Yes | *** | 0.0009 |
|
| 0.3500 | 0.1153 to 0.5847 | Yes | *** | 0.0010 |
|
| 0.06667 | −0.1680 to 0.3013 | No | ns | >0.9999 |
|
| −0.1333 | −0.3680 to 0.1013 | No | ns | 0.8485 |
|
| 0.000 | −0.2347 to 0.2347 | No | ns | >0.9999 |
Ordinary two-way oviposition ANOVA analysis and Tukey’s multiple comparisons test to evaluate the effect of polymer type and concentration on T/C in the groups CL-HEC2-30 and CL-SA2-30, p > 0.0123 = not significant (ns); p < 0.0001 = ****.
| Ordinary Two-Way ANOVA | |||||
|---|---|---|---|---|---|
|
| 0.05 | ||||
|
| % of total variation | ||||
|
| 0.5089 | 0.2648 | ns | ||
|
| 97.71 | <0.0001 | **** | ||
|
| 0.04771 | 0.3557 | ns | ||
|
| |||||
| SS | DF | MS | F (DFn. DFd) | ||
|
| 0.02569 | 7 | 0.00367 | F (7, 32) = 1.339 | |
|
| 4.932 | 7 | 0.7046 | F (7, 32) = 257.0 | |
|
| 0.002408 | 1 | 0.002408 | F (1, 32) = 0.8784 | |
|
| 0.08773 | 32 | 0.002742 | ||
|
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| 2 | ||||
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| 28 | ||||
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| 0.05 | ||||
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| |||||
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| 0 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −1 | −1.138 to −0.8615 | **** | <0.0001 | |
|
| 0.03333 | −0.1052 to 0.1718 | ns | 0.9931 | |
|
| −2.8 × 10−17 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −5.6 × 10−17 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| 0 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| 8.33 × 10−17 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −0.9667 | −1.105 to −0.8282 | **** | <0.0001 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| −1 | −1.138 to −0.8615 | **** | <0.0001 | |
|
| −2.8 × 10−17 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| 2.78 × 10−17 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| 1.11 × 10−16 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −0.9667 | −1.105 to −0.8282 | **** | <0.0001 | |
|
| 5.55 × 10−17 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| 1.39 × 10−16 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −0.9667 | −1.105 to −0.8282 | **** | <0.0001 | |
|
| 8.33 × 10−17 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −0.9667 | −1.105 to −0.8282 | **** | <0.0001 | |
|
| −0.9667 | −1.105 to −0.8282 | **** | <0.0001 | |
|
| |||||
|
| −0.03667 | −0.1752 to 0.1018 | ns | 0.9878 | |
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| −0.02 | −0.1585 to 0.1185 | ns | 0.9997 | |
|
| 0.06333 | −0.07515 to 0.2018 | ns | 0.8113 | |
|
| 0.03 | −0.1085 to 0.1685 | ns | 0.9963 | |
|
| 0.06333 | −0.07515 to 0.2018 | ns | 0.8113 | |
|
| 0.06333 | −0.07515 to 0.2018 | ns | 0.8113 | |
|
| −0.9367 | −1.075 to −0.7982 | **** | <0.0001 | |
|
| 0.01667 | −0.1218 to 0.1552 | ns | >0.9999 | |
|
| 0.1 | −0.03849 to 0.2385 | ns | 0.3047 | |
|
| 0.06667 | −0.07182 to 0.2052 | ns | 0.7698 | |
|
| 0.1 | −0.03849 to 0.2385 | ns | 0.3047 | |
|
| 0.1 | −0.03849 to 0.2385 | ns | 0.3047 | |
|
| −0.9 | −1.038 to −0.7615 | **** | <0.0001 | |
|
| 0.08333 | −0.05515 to 0.2218 | ns | 0.5295 | |
|
| 0.05 | −0.08849 to 0.1885 | ns | 0.9348 | |
|
| 0.08333 | −0.05515 to 0.2218 | ns | 0.5295 | |
|
| 0.08333 | −0.05515 to 0.2218 | ns | 0.5295 | |
|
| −0.9167 | −1.055 to −0.7782 | **** | <0.0001 | |
|
| −0.03333 | −0.1718 to 0.1052 | ns | 0.9931 | |
|
| 0 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| 1.39 × 10−16 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −1 | −1.138 to −0.8615 | **** | <0.0001 | |
|
| 0.03333 | −0.1052 to 0.1718 | ns | 0.9931 | |
|
| 0.03333 | −0.1052 to 0.1718 | ns | 0.9931 | |
|
| −0.9667 | −1.105 to −0.8282 | **** | <0.0001 | |
|
| 1.39 × 10−16 | −0.1385 to 0.1385 | ns | >0.9999 | |
|
| −1 | −1.138 to −0.8615 | **** | <0.0001 | |
|
| −1 | −1.138 to −0.8615 | **** | <0.0001 | |
One-way ANOVA analysis and Tukey’s multiple comparisons test to evaluate the effect of different salinity values on T/C. p > 0.0123 = not significant (ns); p < 0.033 = *; p < 0.0021 **; p < 0.0001 = ****.
| ANOVA Summary | |||||
|---|---|---|---|---|---|
|
| 132.1 | ||||
|
| <0.0001 | ||||
|
| **** | ||||
|
| Yes | ||||
|
| 0.9822 | ||||
|
| |||||
| SS | DF | MS | F (DFn. DFd) | ||
|
| 4.631 | 5 | 0.9262 | F (5, 12) = 132.1 | |
|
| 0.08413 | 12 | 0.007011 | ||
|
| 4.715 | 17 | |||
|
| 1 | ||||
|
| 15 | ||||
|
| 0.05 | ||||
|
| |||||
| Mean Diff. | 95% CI of diff. | Summary | Adjusted | ||
|
| 0.3228 | 0.09314 to 0.5524 | ** | 0.0051 | |
|
| 0.5509 | 0.3212 to 0.7805 | **** | <0.0001 | |
|
| 1.319 | 1.090 to 1.549 | **** | <0.0001 | |
|
| 1.319 | 1.090 to 1.549 | **** | <0.0001 | |
|
| 0.3191 | 0.08951 to 0.5488 | ** | 0.0056 | |
|
| 0.2281 | −0.001558 to 0.4577 | ns | 0.0519 | |
|
| 0.9964 | 0.7667 to 1.226 | **** | <0.0001 | |
|
| 0.9964 | 0.7667 to 1.226 | **** | <0.0001 | |
|
| −0.003630 | −0.2333 to 0.2260 | ns | >0.9999 | |
|
| 0.7683 | 0.5387 to 0.9979 | **** | <0.0001 | |
|
| 0.7683 | 0.5387 to 0.9979 | **** | <0.0001 | |
|
| −0.2317 | −0.4613 to −0.002072 | * | 0.0475 | |
|
| 0.000 | −0.2296 to 0.2296 | ns | >0.9999 | |
|
| −1.000 | −1.230 to −0.7704 | **** | <0.0001 | |
|
| −1.000 | −1.230 to −0.7704 | **** | <0.0001 | |
One-way ANOVA and post-hoc Tuckey’s multiple comparison to evaluate the effect of different pH values on T/C. p > 0.0123 = not significant (ns); p < 0.033 = *; p < 0.0021 **; p < 0.0001 = ****.
| ANOVA Summary | |||||
|---|---|---|---|---|---|
|
| 66.89 | ||||
|
| <0.0001 | ||||
|
| **** | ||||
|
| Yes | ||||
|
| 0.9663 | ||||
|
| |||||
| SS | DF | MS | F (DFn. DFd) | ||
|
| 6.890 | 6 | 1.148 | F (6, 14) = 66.89 | |
|
| 0.2403 | 14 | 0.01717 | ||
|
| 7.130 | 20 | |||
|
| |||||
|
| 1 | ||||
|
| 21 | ||||
|
| 0.05 | ||||
| Mean Diff. | 95% CI of diff. | Summary | Adjusted | ||
|
| −0.8333 | −1.199 to −0.4680 | **** | <0.0001 | |
|
| −1.186 | −1.551 to −0.8205 | **** | <0.0001 | |
|
| −1.417 | −1.782 to −1.051 | **** | <0.0001 | |
|
| 0.000 | −0.3653 to 0.3653 | ns | >0.9999 | |
|
| 0.000 | −0.3653 to 0.3653 | ns | >0.9999 | |
|
| −1.000 | −1.365 to −0.6347 | **** | <0.0001 | |
|
| −0.3525 | −0.7178 to 0.01281 | ns | 0.0618 | |
|
| −0.5833 | −0.9486 to −0.2180 | ** | 0.0013 | |
|
| 0.8333 | 0.4680 to 1.199 | **** | <0.0001 | |
|
| 0.8333 | 0.4680 to 1.199 | **** | <0.0001 | |
|
| −0.1667 | −0.5320 to 0.1986 | ns | 0.7086 | |
|
| −0.2309 | −0.5961 to 0.1344 | ns | 0.3737 | |
|
| 1.186 | 0.8205 to 1.551 | **** | <0.0001 | |
|
| 1.186 | 0.8205 to 1.551 | **** | <0.0001 | |
|
| 0.1858 | −0.1795 to 0.5511 | ns | 0.6052 | |
|
| 1.417 | 1.051 to 1.782 | **** | <0.0001 | |
|
| 1.417 | 1.051 to 1.782 | **** | <0.0001 | |
|
| 0.4167 | 0.05137 to 0.7820 | * | 0.0210 | |
|
| 0.000 | −0.3653 to 0.3653 | ns | >0.9999 | |
|
| −1.000 | −1.365 to −0.6347 | **** | <0.0001 | |
|
| −1.000 | −1.365 to −0.6347 | **** | <0.0001 | |
One-way ANOVA analysis between different sorbitol concentrations and Tukey’s multiple comparisons test. p > 0.0123 = not significant (ns); p < 0.033 = *; p < 0.0021 **; p < 0.0002 ***; p < 0.0001 = ****.
| ANOVA Summary | |||||
|---|---|---|---|---|---|
|
| 16.33 | ||||
|
| <0.0001 | ||||
|
| **** | ||||
|
| Yes | ||||
|
| 0.8750 | ||||
|
| |||||
| SS | DF | MS | F (DFn. DFd) | ||
|
| 0.3405 | 6 | 0.05675 | F (6, 14) = 16.33 | |
|
| 0.04867 | 14 | 0.003476 | ||
|
| 0.3892 | 20 | |||
|
| |||||
|
| 1 | ||||
|
| 21 | ||||
|
| 0.05 | ||||
| Mean Diff. | 95% CI of diff. | Summary | Adjusted | ||
|
| 0.01667 | −0.1477 to 0.1810 | ns | 0.9998 | |
|
| −0.2167 | −0.3810 to −0.05229 | ** | 0.0070 | |
|
| −0.1533 | −0.3177 to 0.01104 | ns | 0.0749 | |
|
| −0.1733 | −0.3377 to −0.008955 | * | 0.0358 | |
|
| −0.1900 | −0.3544 to −0.02562 | * | 0.0191 | |
|
| 0.1500 | −0.01438 to 0.3144 | ns | 0.0845 | |
|
| −0.2333 | −0.3977 to −0.06896 | ** | 0.0037 | |
|
| −0.1700 | −0.3344 to −0.005622 | * | 0.0406 | |
|
| −0.1900 | −0.3544 to −0.02562 | * | 0.0191 | |
|
| −0.2067 | −0.3710 to −0.04229 | * | 0.0102 | |
|
| 0.1333 | −0.03104 to 0.2977 | ns | 0.1510 | |
|
| 0.06333 | −0.1010 to 0.2277 | ns | 0.8341 | |
|
| 0.04333 | −0.1210 to 0.2077 | ns | 0.9665 | |
|
| 0.02667 | −0.1377 to 0.1910 | ns | 0.9972 | |
|
| 0.3667 | 0.2023 to 0.5310 | **** | <0.0001 | |
|
| −0.02000 | −0.1844 to 0.1444 | ns | 0.9994 | |
|
| −0.03667 | −0.2010 to 0.1277 | ns | 0.9852 | |
|
| 0.3033 | 0.1390 to 0.4677 | *** | 0.0003 | |
|
| −0.01667 | −0.1810 to 0.1477 | ns | 0.9998 | |
|
| 0.3233 | 0.1590 to 0.4877 | *** | 0.0002 | |
|
| 0.3400 | 0.1756 to 0.5044 | **** | <0.0001 | |
One-way ANOVA analysis and Tukey’s multiple comparisons test to evaluate the effect of Turbidity on T/C. p > 0.0123 = not significant (ns); p < 0.033 = *; p < 0.0021 **; p < 0.0002 ***; p < 0.0001 = ****.
| ANOVA Summary | |||||
|---|---|---|---|---|---|
|
| 80.01 | ||||
|
| <0.0001 | ||||
|
| **** | ||||
|
| Yes | ||||
|
| 0.9717 | ||||
|
| |||||
| SS | DF | MS | F (DFn. DFd) | ||
|
| 13.22 | 6 | 2.204 | F (6, 14) = 80.01 | |
|
| 0.3856 | 14 | 0.02754 | ||
|
| 13.61 | 20 | |||
|
| |||||
|
| 1 | ||||
|
| 21 | ||||
|
| 0.05 | ||||
| Mean Diff. | 95% CI of diff. | Summary | Adjusted | ||
|
| −0.1333 | −0.5960 to 0.3294 | ns | 0.9496 | |
|
| 0.9333 | 0.4706 to 1.396 | *** | 0.0001 | |
|
| 1.473 | 1.011 to 1.936 | **** | <0.0001 | |
|
| 1.673 | 1.211 to 2.136 | **** | <0.0001 | |
|
| 1.657 | 1.194 to 2.119 | **** | <0.0001 | |
|
| 2.033 | 1.571 to 2.496 | **** | <0.0001 | |
|
| 1.067 | 0.6040 to 1.529 | **** | <0.0001 | |
|
| 1.607 | 1.144 to 2.069 | **** | <0.0001 | |
|
| 1.807 | 1.344 to 2.269 | **** | <0.0001 | |
|
| 1.790 | 1.327 to 2.253 | **** | <0.0001 | |
|
| 2.167 | 1.704 to 2.629 | **** | <0.0001 | |
|
| 0.5400 | 0.07730 to 1.003 | * | 0.0178 | |
|
| 0.7400 | 0.2773 to 1.203 | ** | 0.0013 | |
|
| 0.7233 | 0.2606 to 1.186 | ** | 0.0016 | |
|
| 1.100 | 0.6373 to 1.563 | **** | <0.0001 | |
|
| 0.2000 | −0.2627 to 0.6627 | ns | 0.7538 | |
|
| 0.1833 | −0.2794 to 0.6460 | ns | 0.8166 | |
|
| 0.5600 | 0.09730 to 1.023 | * | 0.0136 | |
|
| −0.01667 | −0.4794 to 0.4460 | ns | >0.9999 | |
|
| 0.3600 | −0.1027 to 0.8227 | ns | 0.1809 | |
|
| 0.3767 | −0.08603 to 0.8394 | ns | 0.1486 | |
Figure 3Oviposition assay 2: Effects on oviposition preferences of salinity (A), pH (B), Sorbitol concentration, S (C), and turbidity Tb (D). Paper was used as control. T/C is the ratio between eggs laid on sample (T) and control (C). All the tests were carried at 25 °C and 80% of relative humidity (RH). Statistical analysis legend: p > 0.0123 = not significant (ns); p < 0.033 = *; p < 0.0021 = **; p < 0.0001 = ****.
Two-way ANOVA analysis and post-hoc Tuckey’s multiple comparison to evaluate the effect of time and oviposition substrates on T/C. p > 0.0123 = not significant (ns); p < 0.0021 **; p < 0.0001 = ****.
| Ordinary Two-Way ANOVA | |||||
|---|---|---|---|---|---|
|
| 0.05 | ||||
|
| % of total variation | ||||
|
| 1.265 | <0.0001 | **** | ||
|
| 97.92 | <0.0001 | **** | ||
|
| 0.3163 | 0.0020 | ** | ||
|
| |||||
| SS | DF | MS | F (DFn. DFd) | ||
|
| 0.9577 | 4 | 0.2394 | F (4, 20) = 12.68 | |
|
| 74.11 | 4 | 18.53 | F (4, 20) = 981.3 | |
|
| 0.2394 | 1 | 0.2394 | F (1, 20) = 12.68 | |
|
| 0.3776 | 20 | 0.01888 | ||
|
| |||||
|
| 1 | ||||
|
| 45 | ||||
|
| 0.05 | ||||
| Mean Diff. | 95% CI of diff. | Summary | Adjusted | ||
|
| 0.000 | −0.3973 to 0.3973 | ns | >0.9999 | |
|
| −0.1933 | −0.5906 to 0.2039 | ns | 0.7709 | |
|
| −0.1933 | −0.5906 to 0.2039 | ns | 0.7709 | |
|
| −0.2167 | −0.6139 to 0.1806 | ns | 0.6504 | |
|
| −1.110 | −1.507 to −0.7127 | **** | <0.0001 | |
|
| −4.110 | −4.507 to −3.713 | **** | <0.0001 | |
|
| −4.110 | −4.507 to −3.713 | **** | <0.0001 | |
|
| −0.04333 | −0.4406 to 0.3539 | ns | >0.9999 | |
|
| −0.04333 | −0.4406 to 0.3539 | ns | >0.9999 | |
|
| −0.1933 | −0.5906 to 0.2039 | ns | 0.7709 | |
|
| −0.1933 | −0.5906 to 0.2039 | ns | 0.7709 | |
|
| −0.2167 | −0.6139 to 0.1806 | ns | 0.6504 | |
|
| −1.110 | −1.507 to −0.7127 | **** | <0.0001 | |
|
| −4.110 | −4.507 to −3.713 | **** | <0.0001 | |
|
| −4.110 | −4.507 to −3.713 | **** | <0.0001 | |
|
| −0.04333 | −0.4406 to 0.3539 | ns | >0.9999 | |
|
| −0.04333 | −0.4406 to 0.3539 | ns | >0.9999 | |
|
| 0.000 | −0.3973 to 0.3973 | ns | >0.9999 | |
|
| −0.02333 | −0.4206 to 0.3739 | ns | >0.9999 | |
|
| −0.9167 | −1.314 to −0.5194 | **** | <0.0001 | |
|
| −3.917 | −4.314 to −3.519 | **** | <0.0001 | |
|
| −3.917 | −4.314 to −3.519 | **** | <0.0001 | |
|
| 0.1500 | −0.2473 to 0.5473 | ns | 0.9325 | |
|
| 0.1500 | −0.2473 to 0.5473 | ns | 0.9325 | |
|
| −0.02333 | −0.4206 to 0.3739 | ns | >0.9999 | |
|
| −0.9167 | −1.314 to −0.5194 | **** | <0.0001 | |
|
| −3.917 | −4.314 to −3.519 | **** | <0.0001 | |
|
| −3.917 | −4.314 to −3.519 | **** | <0.0001 | |
|
| 0.1500 | −0.2473 to 0.5473 | ns | 0.9325 | |
|
| 0.1500 | −0.2473 to 0.5473 | ns | 0.9325 | |
|
| −0.8933 | −1.291 to −0.4961 | **** | <0.0001 | |
|
| −3.893 | −4.291 to −3.496 | **** | <0.0001 | |
|
| −3.893 | −4.291 to −3.496 | **** | <0.0001 | |
|
| 0.1733 | −0.2239 to 0.5706 | ns | 0.8583 | |
|
| 0.1733 | −0.2239 to 0.5706 | ns | 0.8583 | |
|
| −3.000 | −3.397 to −2.603 | **** | <0.0001 | |
|
| −3.000 | −3.397 to −2.603 | **** | <0.0001 | |
|
| 1.067 | 0.6694 to 1.464 | **** | <0.0001 | |
|
| 1.067 | 0.6694 to 1.464 | **** | <0.0001 | |
|
| 0.000 | −0.3973 to 0.3973 | ns | >0.9999 | |
|
| 4.067 | 3.669 to 4.464 | **** | <0.0001 | |
|
| 4.067 | 3.669 to 4.464 | **** | <0.0001 | |
|
| 4.067 | 3.669 to 4.464 | **** | <0.0001 | |
|
| 4.067 | 3.669 to 4.464 | **** | <0.0001 | |
|
| 0.000 | −0.3973 to 0.3973 | ns | >0.9999 | |
Figure 4Oviposition assay 3: Substrate preference between masonite and all best performing gels in oviposition assay 2. HEC16 represents the best performing in pH and salinity assays, pH = 6.5, and salinity < 1%. Absorbing paper was used as control. T/C = eggs on sample (T)/eggs on control (C, absorbing paper). All the tests were carried out at 25 °C and 80% of relative humidity (RH). Statistical analysis legend: p < 0.0001 = ****.
Two-way ordinary ANOVA analysis to evaluate the effect of time and substrate on T/C in field oviposition assay and Tuckey’s multiple comparison analysis. p > 0.0123 = not significant (ns); p < 0.0001 = ****.
| Ordinary Two-Way ANOVA | |||||
|---|---|---|---|---|---|
|
| 0.05 | ||||
|
| % of total variation | ||||
|
| 13.35 | <0.0001 | **** | ||
|
| 7.908 | <0.0001 | **** | ||
|
| 78.48 | <0.0001 | **** | ||
|
| SS | DF | MS | F (DFn. DFd) | |
|
| 10.38 | 2 | 5.192 | F (2, 12) = 309.2 | |
|
| 6.150 | 1 | 6.150 | F (1, 12) = 366.2 | |
|
| 61.04 | 2 | 30.52 | F (2, 12) = 1817 | |
|
| 0.2015 | 12 | 0.01679 | ||
|
| |||||
|
| 1 | ||||
|
| 15 | ||||
|
| 0.05 | ||||
| Mean Diff. | 95% CI of diff. | Summary | Adjusted | ||
|
| −0.2809 | −0.6363 to 0.07451 | ns | 0.1569 | |
|
| 2.548 | 2.193 to 2.904 | **** | <0.0001 | |
|
| −0.1927 | −0.5481 to 0.1627 | ns | 0.4884 | |
|
| −3.595 | −3.951 to −3.240 | **** | <0.0001 | |
|
| 2.548 | 2.193 to 2.904 | **** | <0.0001 | |
|
| 2.829 | 2.474 to 3.185 | **** | <0.0001 | |
|
| 0.08818 | −0.2672 to 0.4436 | ns | 0.9552 | |
|
| −3.315 | −3.670 to −2.959 | **** | <0.0001 | |
|
| 2.829 | 2.474 to 3.185 | **** | <0.0001 | |
|
| −2.741 | −3.097 to −2.386 | **** | <0.0001 | |
|
| −6.144 | −6.499 to −5.789 | **** | <0.0001 | |
|
| 0.000 | −0.3554 to 0.3554 | ns | >0.9999 | |
|
| −3.403 | −3.758 to −3.047 | **** | <0.0001 | |
|
| 2.741 | 2.386 to 3.097 | **** | <0.0001 | |
|
| 6.144 | 5.789 to 6.499 | **** | <0.0001 | |
Figure 5(A) Oviposition within 30 days using cardboard commercial trap (Easy trap by Gea srl), (B) Water evaporation in field conditions monitored through weight variation. Control is a standard ovitrap (masonite in distilled water in a black jar). T/C = eggs on sample (T)/eggs on control (C). Environmental conditions were 23 ± 1 °C, 75% RH (data from Fondazione Osservatorio Meterologico Milano Duomo). All the samples have pH = 6.5 and salinity < 1%. Statistical analysis legend: p > 0.0123 = not significant (ns); p < 0.0001 = ****.
Figure 6(A) Free water % values in hydrogel samples and controls compared to oviposition values curves. Water release measurement expressed through weight values variations with time: (B) Water release vs. Polymer and Sorbitol wt% and (C) Water release vs. Sorbitol wt%. (D) Water release at controlled conditions in climatic chamber 25 °C, 80% RH. All results are expressed as value ± SD.
Figure 7(A) Shear viscosity values ± SD for different HEC and SA concentrations (wt%) evaluated in a single shear rate test (50 s−1) at 25 °C in plate-plate configuration. (B) Yield stress values ± SD with polymer concentration evaluated in a shear rate range 0–100 s−1 at 25 °C with plate-plate configuration.
Figure 8SEM micrographs (scale bar 100 µm, Mag = 500×): (A) CL-HEC8 and (B) CL-SA8 samples as examples of crosslinked hydrogel surface. EDX analysis 0–4 kev on (C) CL-HEC8 and (D) CL-SA8 samples.
A panel of range for oviposition parameters and substrate composition identified through tests.
| Oviposition Parameters | ||||||||
|---|---|---|---|---|---|---|---|---|
| pH | Salinity | Turbidity | Sorbitol | Composition | Water Content [wt%] | Viscosity | Yield Stress | Morphology |
|
| ||||||||
| 4.5–7.5 | <3% | 0–10 | 0–10 | HEC8-20/SA16-30 | >0% | 4.5–18.3/11–33.1 | >50 | Rough |
|
| ||||||||
| 6.5–7.5 | <1% | 8 | 6 | HEC16/S6/Tb8 | 80% | 14.1 | >50 | Rough |