ABSTRACT
Background Aedes albopictus is the dominant mosquito species in residential areas in Shanghai. There are many types of small containers with accumulated water in residential areas, providing a large number of breeding environments for Aedes alpopicuts and leading to an increasing transmission risk of mosquito-borne diseases. Objective To use random forest to predict breeding of Aedes mosquitoes in small aquatic container habitat in two concentrated reconstruction communities of rural areas in Shanghai, and to understand associated influence of environmental factors on the breeding of Aedes mosquitoes in the process of urbanization.Methods Small-scale habitat surveys of Aedes mosquitoes were carried out in two suburb concentrated reconstruction communities (Community A and B) in Shanghai, and the environment where the habitat was located was recorded and analyzed in both communities. The habitat where eggs, larvae, or pupae were found was recorded as positive. Spatial weight matrix was applied on a household basis, and global Moran's I index was used to carry out spatial autocorrelation analysis on the small-scale habitat and positive habitat in the environment of the two communities. When Moran's I is greater than 0, it means that the data present a positive spatial correlation; when Moran's I is less than 0, it means that the data are spatially negatively correlated; when Moran's I is 0, the spatial distribution is random. Combining the results of P and Z values, we explored the spatial distribution characteristics of small-scale habitat and positive habitat in the community environment. Random forest algorithm in machine learning was used to classify and sort environmental-related factors, and predict the breeding of Aedes mosquitoes in small aquatic habitat; receiver operating characteristic (ROC) curve was used to carry out model fitting evaluation. Results The environmental factors including building location (χ2=23.35, P<0.001), open space (χ2=8.83, P=0.003), and having trees (χ2=11.02, P=0.001) had a significant impact on the positive rate of small-scale habitat. The results of spatial characteristics analysis showed that the global Moran's I index of small-scale habitat was −0.092 (Z=−1.09, P=0.274) in Community A and 0.034 (Z=0.52, P=0.602) in Community B, and the global Moran's I index of positive habitat was −0.092 (Z=−1.14, P=0.255) in Community A and 0.070 (Z=0.95, P=0.342) in Community B. Since the P values of Community A and B were greater than 0.1 and the Z values were between −1.65 and 1.65, for both small-scale habitat and positive habitat the spatial characteristics were randomly distributed and no significant spatial aggregation was found. In the fitted random forest algorithm classification prediction model with the top 10 characteristic factors of importance, the area under curve (AUC) value was 0.95, and the prediction fitting effect was satisfactory. The results of classification and sorting indicated that counts of household small-scale habitat and positive habitat were the most important factors for breeding. Conclusion The random forest model constructed by environmental factor indicators can be used to predict the breeding situation of Aedes mosquitoes in small-scale aquatic habitat, and provide a basis for scientific prevention and control of mosquito breeding for the target area.
ABSTRACT
Objective To explore the influence of cucurbitacin E (CuE) on autophagy in human bladder cancer cell line T24 and further study its impacts on cell proliferation. Methods MTT assay was used to determine the proliferation inhibition capacity of CuE on T24 and western blot to check the impacts of CuE treatment on the expression of classic autophagy markers LC3A/B and p62. LC3 turnover assay and GFP-RFP-LC3 fluorescent assay were performed to determine autophagy flux. Western-blot was used to check the autophagy inhibition ability of 3-MA on CuE treatment and MTT assay and cell counting assay were used to check the influence of CuE-induced autophagy on cell proliferation with/without autophagy inhibition. Results CuE inhibited the proliferation of T24 and the IC50 in 24 h was about 0.75 μmol/L. CuE treatment increased the expression of LC3A/B Ⅱ and LC3A/B Ⅱ/Ⅰ ratio (P < 0.05) , but decreased the expression of p62 (P < 0.05) , indicating the induction of autophagy. Autophagy flux was induced because of positive LC3 turnover assay and the increase of yellow and red dots in GFP-RFP-LC3 fluorescent assay (P < 0.05). CuE-induced autophagy was inhibited by 3-MA (P < 0.05). With autophagy inhibition, CuE's proliferation suppression ability on T24 was attenuated (P <0.05). Conclusion CuE induces autophagy in bladder cancer cell line T24 and the induced autophagy positively contributes to the inhibitation of cell proliferation.
ABSTRACT
Objective To evaluate Aedes albopictus infestation status in the central urban area of Shanghai,and analyze the related epidemic risk of mosquito-borne infectious disease.Methods Consecutive mosquito surveillance was conducted in the green lands and residential areas in the central urban area of Shanghai during 2012-2014,the Aedes albopictas density and its seasonal fluctuation were observed;the sequence ofAedes albopictus in Shanghai was aligned with that in other epidemic area abroad,and the susceptibility ofAedes albopictus to mosquito-borne virus and endemic risk were analyzed.Results No Aedes aegypti was found in the central urban area of Shanghai.As predominant species in both the residential area and the green lands,the proportion ofAedes albopictus in the residential area was significantly higher than that in the green lands (78.53％ vs.19.99％,x2=15 525.168,P＜0.001),and so was the density (11.91,42.02 pcs/day· site in the residential area vs.3.65,2.18,2.73 pcs/day· site in the green lands,all P value＜0.001).In 2014,the density reached 42.02 pcs/day · site and the proportion reached 94.69％ in the residential areas.Phylogenetic tree analysis showed that the genetic distance between Aedes albopictus in Shanghai and Aedes albopictus in Africa was quite far.Conclusion No Aedes aegypti was found in Shanghai and its surrounding areas,while Aedes albopictus infestation in the central urban area of Shanghai was serious.Strict measures should be taken to reduce the Aedes albopictus density for the effective control Zika virus spread.
ABSTRACT
Objective To evaluate Aedes albopictus infestation status in the central urban area of Shanghai,and analyze the related epidemic risk of mosquito-borne infectious disease.Methods Consecutive mosquito surveillance was conducted in the green lands and residential areas in the central urban area of Shanghai during 2012-2014,the Aedes albopictas density and its seasonal fluctuation were observed;the sequence ofAedes albopictus in Shanghai was aligned with that in other epidemic area abroad,and the susceptibility ofAedes albopictus to mosquito-borne virus and endemic risk were analyzed.Results No Aedes aegypti was found in the central urban area of Shanghai.As predominant species in both the residential area and the green lands,the proportion ofAedes albopictus in the residential area was significantly higher than that in the green lands (78.53％ vs.19.99％,x2=15 525.168,P＜0.001),and so was the density (11.91,42.02 pcs/day· site in the residential area vs.3.65,2.18,2.73 pcs/day· site in the green lands,all P value＜0.001).In 2014,the density reached 42.02 pcs/day · site and the proportion reached 94.69％ in the residential areas.Phylogenetic tree analysis showed that the genetic distance between Aedes albopictus in Shanghai and Aedes albopictus in Africa was quite far.Conclusion No Aedes aegypti was found in Shanghai and its surrounding areas,while Aedes albopictus infestation in the central urban area of Shanghai was serious.Strict measures should be taken to reduce the Aedes albopictus density for the effective control Zika virus spread.