| Literature DB >> 34529653 |
Beniamino Caputo1, Giuliano Langella2, Valeria Petrella3, Chiara Virgillito1,4, Mattia Manica4,5, Federico Filipponi1,6, Marianna Varone3, Pasquale Primo3, Arianna Puggioli7, Romeo Bellini7, Costantino D'Antonio8, Luca Iesu3, Liliana Tullo3, Ciro Rizzo3, Annalisa Longobardi3, Germano Sollazzo3, Maryanna Martina Perrotta3, Miriana Fabozzi3, Fabiana Palmieri3, Giuseppe Saccone3, Roberto Rosà4,9, Alessandra Della Torre1, Marco Salvemini3.
Abstract
In the last decades, the colonization of Mediterranean Europe and of other temperate regions by Aedes albopictus created an unprecedented nuisance problem in highly infested areas and new public health threats due to the vector competence of the species. The Sterile Insect Technique (SIT) and the Incompatible Insect Technique (IIT) are insecticide-free mosquito-control methods, relying on mass release of irradiated/manipulated males, able to complement existing and only partially effective control tools. The validation of these approaches in the field requires appropriate experimental settings, possibly isolated to avoid mosquito immigration from other infested areas, and preliminary ecological and entomological data. We carried out a 4-year study in the island of Procida (Gulf of Naples, Italy) in strict collaboration with local administrators and citizens to estimate the temporal dynamics, spatial distribution, and population size of Ae. albopictus and the dispersal and survival of irradiated males. We applied ovitrap monitoring, geo-spatial analyses, mark-release-recapture technique, and a citizen-science approach. Results allow to predict the seasonal (from April to October, with peaks of 928-9,757 males/ha) and spatial distribution of the species, highlighting the capacity of Ae. albopictus population of Procida to colonize and maintain high frequencies in urban as well as in sylvatic inhabited environments. Irradiated males shown limited ability to disperse (mean daily distance travelled <60m) and daily survival estimates ranging between 0.80 and 0.95. Overall, the ecological characteristics of the island, the acquired knowledge on Ae. albopictus spatial and temporal distribution, the high human and Ae. albopictus densities and the positive attitude of the resident population in being active parts in innovative mosquito control projects provide the ground for evidence-based planning of the interventions and for the assessment of their effectiveness. In addition, the results highlight the value of creating synergies between research groups, local administrators, and citizens for affordable monitoring (and, in the future, control) of mosquito populations.Entities:
Mesh:
Year: 2021 PMID: 34529653 PMCID: PMC8445450 DOI: 10.1371/journal.pntd.0009698
Source DB: PubMed Journal: PLoS Negl Trop Dis ISSN: 1935-2727
Results of public surveys carried out among Procida Island residents in 2015 (N = 200) and 2019 (N = 191) using a questionnaire.
| Questionnaire question | Responses 2015 (%) | Responses 2019 (%) | ||
|---|---|---|---|---|
| YES | NO | YES | NO | |
| Do you know that the Asian tiger mosquito can transmit viral diseases to humans? | 77 | 23 | 73 | 27 |
| Do you use protective measures against mosquitoes? | 85 | 15 | 91 | 9 |
| Do you use electric diffusers? | 58 | 42 | 37 | 63 |
| Do you use mosquito nets? | 54 | 46 | 71 | 29 |
| Do you use insect repellents? | 45 | 55 | 47 | 53 |
| Do you use larvicides? | 3 | 97 | 2 | 98 |
| Do you remove standing water? | 11 | 89 | 11 | 89 |
| Would you welcome a regional/municipal mosquito control programme? | 88 | 12 | 96 | 4 |
| Would you agree to the installation in your property of traps for the capture and monitoring of mosquitoes? | 44 | 56 | 78 | 22 |
| Would you agree to contribute personally to the financing of a mosquito control project? | 33 | 67 | 54 | 46 |
| Are you interested in participating, as a volunteer, to a mosquito monitoring and control programme in Procida? | 25 | 75 | 33 | 67 |
Fig 1GAMM posterior predictive values of Ae. albopictus eggs/ovitrap/week on Procida Island.
Left panel = temperature dependent mean value of eggs/ovitrap/week. Right panel = rain dependent mean value of eggs/ovitrap/week. Solid lines = GAMM posterior mean value of eggs/ovitrap/week. Grey areas = 95% credible interval. Black dots = observed values of eggs/ovitrap/week. y-axis = number of eggs/ovitrap/week. x-axis (left panel) = weekly averaged temperature. x-axis (right panel) = weekly accumulated precipitation.
Results for the GAMM.
Dependent variable is the count of eggs in ovitrap, independent variables are wind, rain considered as fixed effect and temperature as spline function, while the position of ovitraps as randomised effect. The posterior mean values and 95% credible intervals for both parameters and hyperparameters are provided. When the 95% credible interval includes zero there is no statistical support of a correlation between the independent and the dependent variable.
| Parameters | Mean (95% credible interval) |
|---|---|
| Intercept (β0) | 2.942 (2.633; 3.248) |
| Rain (β1) | -0.310 (-0.450; -0.162) |
| Wind (β2) | -0.101 (-0.218; 0.019) |
|
| |
| Negative binomial size parameter (1/ϑ) | 0.536 (0.474; 0.605) |
| Precision for Temperature random walk model | 6.533 (3.615; 10.831) |
| Precision for ovitrap random effect | 2.447 (1.199; 4.372) |
Fig 2Observed and expected values Ae. albopictus eggs/ovitrap/week on Procida Island in 2016 estimated by GAMM model.
Each panel represents a single ovitrap. Black dots = observed values of eggs/ovitrap/week; solid line = GAMM posterior mean value of eggs/ovitrap/week; grey area = 95% credible interval; x-axis = months of collections in 2016; y-axis = eggs/ovitrap/week; the scale differs per panel to help visualization.
Fig 3Number of Ae. albopictus eggs/ovitrap/week on Procida Island in July and September 2016.
Spatial coordinates Northing and Easting are expressed in meters using the coordinate reference system with EPSG code 32633 (https://epsg.io/32633). Circles represent the positions of the 101 ovitraps utilized for the spatial analysis. Circle size and colour scales are proportional to the magnitude of collected eggs/ovitrap. The double scale for the same parameter enables the resolution of the overlapping circles in the plot.
Fig 4Ordinary Kriging maps of A. albopictus oviposition on Procida and Vivara islands.
The figure shows the estimated ordinary kriging of Ae. albopictus oviposition on Procida Island in 4 weeks from July to September 2016. The colour gradient corresponds to the variation range of the estimated egg numbers. The yellow rectangle represents the area selected for the MRR experiments. The base layer of the geographic background map has been sourced from an open maps access (https://glovis.usgs.gov/app).
Fig 5Distribution of Aedes albopictus sampling stations in the mark-release-recapture study site in “La Chiaiolella” (Procida).
Red star = release site. Black circles = HLC + BG-traps recapture stations. Light blue circles = HLC recapture stations. Circles = 50 m-annuli around release site. The base layer of the geographic background map has been sourced from an open maps access (https://glovis.usgs.gov/app).
Number of marked (and unmarked) Ae. albopictus males recaptured in two Mark-Release-Recapture (MRR) experiments on Procida Island.
BG = BG-sentinel traps (number of BG within each annulus); HLC = Human Landing Catches (number of HLC sites within each annulus).
| Days after release | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Annuli (mt) | Trap/ sampling (number) | 1d | 2d | 3d | 4d | 5d | 6d | 7d | 8-14d | |
| 0–50 | BG (4) | 6 (35) | 31 (88) | 18 (72) | 16 (51) | 6 (19) | 4 (36) | 3 (32) | 5 (377) | |
|
| HLC (4) | 5 (24) | 3 (21) | 17 (68) | 20 (75) | 11 (45) | 6 (44) | // | 14(426) | |
| 50–100 | BG (3) | 0 (28) | 0 (13) | 0 (28) | 0 (40) | 0 (23) | 0 (86) | 0 (36) | 1 (345) | |
| HLC (8) | 0 (13) | 1 (44) | 0 (51) | 0 (32) | 0 (43) | 1 (38) | // | 0 (225) | ||
| 100–150 | BG (5) | 0 (16) | 0 (14) | 0 (20) | 0 (22) | 0 (17) | 0 (10) | 0 (17) | 0 (124) | |
| HLC (11) | 0 (37) | 0 (48) | 0 (39) | 1 (68) | 0 (74) | 0 (85) | // | 0 (272) | ||
| 150–200 | BG (3) | 0 (12) | 0 (9) | 0 (2) | 0 (9) | 0 (5) | 0 (4) | 0 (2) | 0 (46) | |
| HLC (16) | 0 (58) | 0 (61) | 0 (78) | 0 (119) | 0 (121) | 0 (76) | // | 0 (369) | ||
| 0–50 | BG (4) | 2 (63) | 27 (90) | 10 (81) | 5 (70) | 2 (18) | 3 (73) | // | // | |
|
| HLC (4) | 11 (104) | 33 (114) | 38 (91) | 10 (56) | 3 (24) | 1 (37) | // | // | |
| 50–100 | BG (3) | 2 (43) | 0 (46) | 1 (57) | 0 (118) | 1 (62) | 0 (19) | // | // | |
| HLC (8) | 1 (43) | 2 (31) | 0 (52) | 0 (44) | 0 (25) | 0 (60) | // | // | ||
| 100–150 | BG (5) | 0 (26) | 0 (30) | 0 (34) | 0 (8) | 1 (10) | 0 (16) | // | // | |
| HLC (11) | 0 (64) | 0 (57) | 1 (42) | 0 (60) | 0 (24) | 0 (25) | // | // | ||
| 150–200 | BG (3) | 0 (12) | 0 (13) | 0 (6) | 0 (8) | 0 (5) | 0 (2) | // | // | |
| HLC (16) | 0 (93) | 0 (104) | 10 (68) | 1 (40) | 0 (16) | 0 (48) | // | // | ||
Mean distance travelled (in meters) of recaptured Aedes albopictus sterile males in two mark-release-recapture experiments on Procida Island.
| MRR1 (BG) | MRR2 (BG) | MRR1 (HLC) | MRR2 (HLC) | |
|---|---|---|---|---|
|
| ||||
| 1 | 51 | 94 | 51 | 55 |
| 2 | 51 | 51 | 63 | 57 |
| 3 | 51 | 61 | 51 | 61 |
| 4 | 51 | 51 | 53 | 55 |
| 5 | 51 | 89 | 51 | 51 |
| 6 | 51 | 51 | 58 | 51 |
| 1/6 days | 51 | 61 | 52 | 57 |
Fig 6Wild Aedes albopictus population size on Procida Island estimated based on mark-release-recapture (MRR) experiments within either a 200m- and a 50m-areas around release site.
Blue lines = GLM-based estimates; red lines = Fisher-Ford based estimates; dots = mean value of mosquito males/hectare; vertical segments = 95% confidence intervals using percentile bootstrap (red), using equation [5, S1 Text] (blue).
Wild Aedes albopictus population size on Procida Island and survival of sterile males estimated based on mark-release-recapture (MRR) experiments within either a 50m- and a 200m-areas around release site.
Density/ha = number of males/ha; N = estimate of population size/day; λ = survival rate estimated by logistic regression; confidence intervals based on 1000 bootstrap replicates with the method of percentile bootstrap at 95% level; m = number of marked mosquitoes recaptured; n = total number of mosquitoes captured (marked+wild).
| MRR | Methods | Type of traps | Annuli (m) | N | Density per ha | n | m | λ | 95% CI per density per ha |
|---|---|---|---|---|---|---|---|---|---|
| Regression Model | BG | 50 | 24692 | 31437 | 301 | 81 | 0.92 | 20753–48490 | |
| 1 | 200 | 39361 | 3132 | 659 | 81 | 0.8 | 2173–4618 | ||
| HLC | 50 | 32013 | 40761 | 277 | 62 | 0.87 | 22786–76221 | ||
| 200 | 144447 | 11494 | 1350 | 65 | 0.95 | 7075–19673 | |||
| BG | 50 | 14727 | 18750 | 301 | 81 | \\ | 13048–24835 | ||
| Fisher-Ford(a) | 200 | 11659 | 928 | 659 | 81 | \\ | 485–963 | ||
| HLC | 50 | 27058 | 34450 | 277 | 62 | \\ | 29223–47132 | ||
| 200 | 122611 | 9757 | 1350 | 65 | \\ | 9301–10989 | |||
| BG | 50 | 53928 | 68663 | 395 | 48 | 0.81 | 43566–112028 | ||
| 2 | Regression Model | 200 | 110256 | 8774 | 910 | 53 | 0.8 | 5753–13914 | |
| HLC | 50 | 39481 | 50267 | 426 | 96 | 0.94 | 36021–71275 | ||
| 200 | 88389 | 7034 | 1322 | 114 | 0.86 | 5333–9425 | |||
| BG | 50 | 16618 | 21158 | 395 | 48 | \\ | 16810–31257 | ||
| Fisher-Ford(a) | 200 | 339776 | 3165 | 910 | 53 | \\ | 2700–4276 | ||
| HLC | 50 | 27024 | 34408 | 426 | 96 | \\ | 21814–41779 | ||
| 200 | 42421 | 3375 | 1322 | 114 | \\ | 2526–3367 |