| Literature DB >> 22666446 |
Mattia Calzolari1, Paolo Gaibani, Romeo Bellini, Francesco Defilippo, Anna Pierro, Alessandro Albieri, Giulia Maioli, Andrea Luppi, Giada Rossini, Agnese Balzani, Marco Tamba, Giorgio Galletti, Antonio Gelati, Marco Carrieri, Giovanni Poglayen, Francesca Cavrini, Silvano Natalini, Michele Dottori, Vittorio Sambri, Paola Angelini, Paolo Bonilauri.
Abstract
BACKGROUND: In 2008, after the first West Nile virus (WNV) detection in the Emilia-Romagna region, a surveillance system, including mosquito- and bird-based surveillance, was established to evaluate the virus presence. Surveillance was improved in following years by extending the monitoring to larger areas and increasing the numbers of mosquitoes and birds tested. METHODOLOGY/PRINCIPALEntities:
Mesh:
Year: 2012 PMID: 22666446 PMCID: PMC3364206 DOI: 10.1371/journal.pone.0038058
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Total number of specimens, PCR pools and PCR-positive pools collected for every mosquito species in 2010 survey.
| SPECIES | N | % | Pools | WNV/+ | USUV/+ |
|
| 1,855 | 0.4 | 131 | 2 | |
|
| 18,135 | 4.1 | 367 | ||
|
| 46 | <0.2 | 2 | ||
|
| 532 | 0.1 | 5 | ||
|
| 17,697 | 4.0 | 185 | ||
|
| 167 | <0.2 | 17 | ||
|
| 15 | <0.2 | 4 | ||
|
| 167 | <0.2 | 4 | ||
|
| 1 | <0.2 | 1 | ||
|
| 1 | <0.2 | 1 | ||
|
| 1,107 | 0.3 | 27 | ||
|
| 398,835 | 90.9 | 2,367 | 3 | 89 |
| Total | 438,558 | 3,111 | 3 | 91 |
Ochlerotatus taxon was considered an Aedes subgenus [60].
Figure 1Emilia-Romagna regional map of mosquito sampling stations and locations of PCR–positive pools.
Circle, plan trap; square, Modena trap; diamond, extra-plan trap; red, WNV– and USUV–positive station; orange, USUV–positive station; green, negative station. Province abbreviations: PC, Piacenza; PR, Parma; RE, Reggio Emilia; MO, Modena; BO, Bologna; FE, Ferrara; RA, Ravenna; FC, Forlì Cesena; RN, Rimini.
Figure 2Seasonal distribution of positive USUV mosquito pools (bi-weekly collection) per kind of trap.
Bi-weekly maximum likelihood estimates (95% CI) of USUV infection rates in Culex pipiens estimated at province level.
| BO | FC | FE | MO | PC | PR | RA | RE | RN | |
| 31/May-13/Jun | 0 (0–0.6) | 0 (0–2) | 0 (0–0.3) | 0 (0–0.5) | 0 (0–0.7) | 0 (0–0.7) | 0 (0–1) | 0 (0–15.2) | |
| 14–27/Jun | 0 (0–0.4) | 0 (0–6.1) | 0 (0–0.2) | 0 (0–0.4) | 0 (0–0.7) | 0 (0–0.6) | 0 (0–0.7) | 0 (0–0.7) | 0 (0–39.5) |
| 28/Jun-11/Jul | 0 (0–0.4) | 0 (0–1.8) | 0 (0–0.2) | 0 (0–0.4) | 0 (0–0.8) | 0 (0–0.7) | 0 (0–0.9) | 0 (0–0.5) | 0 (0–8) |
| 12–25/Jul | 0 (0–0.6) | 0 (0–2.5) | 0 (0–0.2) | 0.1 (0–0.5) | 0 (0–0.8) | 0 (0–0.6) | 0 (0–1.1) | 0 (0–0.5) | 0 (0–16.8) |
| 26/Jul-8/Aug | 0.1 (0–0.6) | 0 (0–3.9) | 0.1 (0–0.4) | 0.4 (0.1–1.1) | 0 (0–0.8) | 0 (0–0.7) | 0 (0–1.1) | 0.4 (0.1–1.2) | 0 (0–5.7) |
| 9–22/Aug | 1.5 (0.7–2.9) | 0 (0–6.7) | 0.1 (0–0.6) | 1.1 (0.5–2.2) | 0 (0–1.1) | 0.3 (0–1.6) | 1.1 (0.4–2.6) | 1.5 (0.8–2.8) | 0 (0–231.2) |
| 23/Aug-5/Sep | 1 (0.4–2.2) | 3.1 (0.2–17) | 0.2 (0–0.7) | 1.2 (0.5–2.7) | 0 (0–1.1) | 0 (0–2) | 0 (0–2.3) | 0 (0–0.8) | 0 (0–14.9) |
| 6–19/Sep | 0.3 (0.1–1.1) | 0 (0–8.4) | 0.4 (0.1–1) | 0.3 (0–1.7) | 0 (0–2.6) | 0 (0–1.9) | 0.4 (0–2.1) | 0.5 (0–2.5) | 0 (0–7.9)) |
| 20/Sep-3/Oct | 0.5 (0–2.5) | 0 (0–65.9) | 1.5 (0.4–4.1) | 1.5 (0.1–7.7) | 0 (0–5.7) | 0 (0–3.6) | 0 (0–3.3) |
Province abbreviations: BO, Bologna; FC, Forlì-Cesena; FE, Ferrara; MO, Modena; PC, Piacenza; PR, Parma; RA, Ravenna; RE, Reggio Emilia; RN, Rimini.
Birds tested in active and passive surveillance (A/P) with WNV- and USUV-positive specimens.
| Order | Species | Common name | N (A/P) | WNV/+ (A/P) | USUV/+ (A/P) |
| Passeriformes | |||||
|
| European Magpie | 601 (600/1) | 1 (1/0) | 1 (1/0) | |
|
| Hooded Crow | 317 (316/1) | |||
|
| Rook | 12 (12/0) | |||
|
| Eurasian Jay | 88 (85/3) | 1 (1/0) | 1 (0/1) | |
|
| Eurasian Blackbird | 11 (0/11) | 5 (0/5) | ||
|
| European Starling | 56 (51/5) | |||
| Pelecaniformes | |||||
|
| Great Cormorant | 23 (21/2) | |||
| Columbiformes | |||||
|
| Domestic Pigeon | 55 (45/10) | |||
|
| Collared Dove | 11 (0/11) | 1 (0/1) | ||
| Strigiformes | |||||
|
| Long-eared Owls | 4 (0/4) | 2 (0/2) | ||
| Caprimulgiformes | |||||
|
| Nightjar | 1 (0/1) | 1 (0/1) | ||
| Galliformes | |||||
|
| Partridge | 1 (0/1) | 1 (0/1) | ||
| Other bird species | 96 (0/96) | ||||
| Total | (1130/146) | 2 (2/0) | 12 (1/11) | ||
Other bird species tested in passive surveillance (number of specimens): Apus apus (16), Larus michahellis (14), Athene noctua (6), Falco tinnunculus (5), Otus scops (5), Picus viridis (5), Hirundo rustica (4), Passer domesticus (4), Ardea cinerea (2), Buteo buteo (2), Carduelis carduelis (2), Ciconia ciconia (2), Larus ridibundus (2), Perdix perdix (2), Scolopax rusticola (2), Accipiter nisus (1), Anas platyrhynchos (1), Ardea purpurea (1), Ardea spp. (1), Asio spp. (1), Carduelis chloris (1), Carduelis spinus (1), Cuculus canorus (1), Dendrocopos spp. (1), Egretta garzetta (1), Erithacus rubecula (1), Falco subbuteo (1), Fringilla coelebs (1), Fulica atra (1), Merops apiaster (1), Passer montanus (1), Phasianus colchicus (1), Phoenicurus phoenicurus (1), Podiceps cristatus (1), Recurvirostra avosetta (1), Sterna hirundo (1), Strix aluco (1), Upupa epops (1).
Figure 3Molecular Phylogenetic analysis by Maximum Likelihood method based on the Kimura two-parameter model of the WNV sequences of amplified fragments and homologous fragment obtained in GenBank library.
The tree with the highest log likelihood (−720.3421) is shown. Initial tree for the heuristic search were obtained automatically by Neighbor-joining method with Maximum Composite Likelihood distance matrix. The analysis involved 22 nucleotide sequences, there were a total of 409 positions in the final dataset. Evolutionary analyses were conducted in MEGA5 [65], the tree was rooted in RO97 50. Percentages of bootstrap test (1000 replicates) are shown next to the branches.
Number of USUV sequences obtained in this study with mutation producing an amino acidic modification in the translated protein sequence.
| N of seq. with mutation/total | Mutation | Position respect EF206350 | AA change | Position respect EF206350 | |
|
| 1/87 | G>A | 1353 | M>I | 451 |
| 1/87 | C>T | 1466 | A>V | 489 | |
| 24/87 | A>G | 1477 | T>A | 493 | |
| 2/87 | A>G | 1531 | I>V | 511 | |
| 6/87 | G>A | 1558 | G>R | 520 | |
|
| 1/51 | G>C | 9086 | G>A | 3029 |
| 1/51 | G>A | 9250 | E>K | 3084 | |
| 3/51 | C>T | 9259 | H>Y | 3087 | |
| 1/51 | G>T | 9304 | D>Y | 3097 |
Details of USUV-positive pools of Cx. pipiens mosquito according to land use categories.
| N of traps (%) | N of | Mean N | N of USUV/+pools (%) | % of +/pool per area | |
| Rural areas | 71 (69.6) | 1530 (75.4) | 729.9 | 54 (80.6) | 3.5 |
| Urban areas | 16 (15.7) | 201 (9.9) | 294.0 | 8 (11.9) | 4.0 |
| Wetlands | 10 (9.8) | 231 (11.4) | 811.3 | 3 (4.5) | 1.3 |
| Woodlands | 4 (3.9) | 60 (3) | 443.1 | 2 (3) | 3.3 |
| Green areas | 1 (1) | 8 (0.4) | 46.6 | ||
| TOTAL | 102 | 2030 | 67 |
Evaluation of variations in climatic conditions (average from June to September) and Cx. pipiens numbers at stations with/without at least one USUV-positive pool.
| Positive stationaverage (SD) | Negative stationaverage (SD) | ANOVA testp-value | |
| Total rainfall (mm) | 241.3 (33.7) | 265.9 (52.3) | <0.01* |
| Total evapotranspiration (mm) | 566.0 (24.9) | 553.4 (26.1) | <0.05* |
| Hydro-climatic balance (mm) | −324.6 (44.5) | −287.5 (58.0) | <0.01* |
| Average temperature (°C) | 22.2 (0.3) | 22.2 (0.3) | >0.1 |
| Minimum temperature (°C) | 16.3 (0.7) | 16.6 (0.7) | <0.05* |
| Maximum temperature (°C) | 27.9 (0.5) | 27.7 (0.5) | <0.05* |
| Temperature range (°C) | 11.6 (1.0) | 11.1 (1.0) | <0.05* |
| Relative humidity average (%) | 66.7 (2.9) | 67.2 (2.8) | >0.1 |
| Minimum relative humidity (%) | 44.4 (2.1) | 45.5 (2.3) | <0.05* |
| Maximum relative humidity (%) | 87.9 (3.7) | 87.6 (3.8) | >0.1 |
| Normalized Difference Vegetation Index (NDVI) | 0.58 (0.1) | 0.55 (0.1) | >0.1 |
| Average of examined | 443.9 (217.7) | 383.9 (207.6) | >0.1 |
Figure 4USUV “hot spots” obtained by kernel density estimation of positive mosquito pools (a); overlaying of 95% contour perimeter and quartile maps of temperature range (b); and of hydro-climatic balance (c); from July to September 2010.