The Automatic Classification of Pyriproxyfen-Affected Mosquito Ovaries

Evaluation of bio-efficacy of field-aged novel long-lasting insecticidal nets (PBO, chlorfenapyr or pyriproxyfen combined with pyrethroid) against Anopheles gambiae (s.s.) in Tanzania

Next-generation insecticide-treated bed nets (ITNs) combining two insecticides or an insecticide with a synergist are vital in combating malaria, especially in areas with pyrethroid-resistant mosquitoes where standard pyrethroid long-lasting insecticidal net (LLIN) may be less effective. A community durability study was conducted in Misungwi, Tanzania, during a cluster randomised controlled trial. This study assessed the bio-efficacy of three net brands combining a pyrethroid insecticide and either a synergist PBO for Olyset Plus, or a second insecticide pyriproxyfen for Royal Guard, and chlorfenapyr for Interceptor G2 over three years. These nets were compared to Interceptor, a standard pyrethroid-only net. A total of 1950 nets were enrolled across 10 clusters in each treatment arm. Thirty nets per type were collected every 6 months up to 30 months, with 50 nets sampled at 36 months. WHO cone bioassays and tunnel tests were performed at 0, 12, 24, 30 and 36 months. Both susceptible An. gambiae (s.s.) Kisumu strain and resistant An. gambiae (s.s.) Muleba-Kis strain were exposed. Over 80% of nets tested against the susceptible Kisumu strain met the WHO criteria after three years of community use. In tunnel tests, mortality (72 h) of the resistant Anopheles varied between 52% and 20%, in Interceptor G2 and was higher than standard Interceptor net up to 24 months. Olyset Plus mortality (24 h) ranged between 84% and 33% in tunnel tests with superior efficacy compared to Interceptor at 0, 24 and 36 months. Sterility effects in Royal Guard were higher when these nets were new and at six months but decreased to less than 10% after 12 months. Royal Guard consistently induced higher mortality compared to Interceptor up to 30 months while next-generation ITNs demonstrated higher efficacy in terms of mortality compared to standard LLINs against resistant strains; this superior bio-efficacy did not persist for the full three years. The impact of active ingredient (dual-AI) and PBO diminished relatively quickly. Aside from the initial period when the nets were new, the differences in mortality for Interceptor G2 and Olyset Plus and in sterility for Royal Guard, compared to the standard LLINs, were relatively small thereafter.

A Novel Deep Learning Model for Accurate Pest Detection and Edge Computing Deployment

In this work, an attention-mechanism-enhanced method based on a single-stage object detection model was proposed and implemented for the problem of rice pest detection. A multi-scale feature fusion network was first constructed to improve the model's predictive accuracy when dealing with pests of different scales. Attention mechanisms were then introduced to enable the model to focus more on the pest areas in the images, significantly enhancing the model's performance. Additionally, a small knowledge distillation network was designed for edge computing scenarios, achieving a high inference speed while maintaining a high accuracy. Experimental verification on the IDADP dataset shows that the model outperforms current state-of-the-art object detection models in terms of precision, recall, accuracy, mAP, and FPS. Specifically, a mAP of 87.5% and an FPS value of 56 were achieved, significantly outperforming other comparative models. These results sufficiently demonstrate the effectiveness and superiority of the proposed method.

Insecticides for Mosquito Control: Improving and Validating Methods to Strengthen the Evidence Base

Efforts to eliminate vector-borne diseases, for example malaria which caused an estimated 619,000 deaths in 2021 [...].

Toxicological effects of trace amounts of pyriproxyfen on the midgut of non-target insect silkworm

Pyriproxyfen is an insect growth regulator that is widely used in public health and pest control in agriculture. Our previous studies have shown that trace amounts of pyriproxyfen in the environment can cause serious toxic effects in the non-target insect silkworm, including failing to pupate, metamorphose and spin cocoons. However, it is unknown why pyriproxyfen not only has no lethal effects on fifth instar larvae but also tend to increase their body weight. The midgut is the main digestive organs of the silkworm, our results showed that the residual of pyriproxyfen in the silkworm at 24 h after 1 × 10^-4 mg/L pyriproxyfen treatment caused severe damage to the midgut microvilli, goblet cells, and nuclei of the silkworm, but body weight and digestibility of the larval were both increased. In addition, pyriproxyfen significantly (p < 0.05) increased the activities of digestive enzymes (α-amylase, trehalase, trypsin and lipase) in the midgut of silkworm. However, it caused down-regulation of ecdysone synthesis-related genes at the end of the fifth instar silkworm, decreased ecdysone titer, and prolonged larval instar. At the same time, pyriproxyfen also activated transcription of detoxification enzymes-related genes such as the cytochrome P450 enzyme genes Cyp9a22 and Cyp15C1, the carboxylesterase genes CarE-8 and CarE-11, and the glutathione S-transferase gene GSTo2. This study elucidated a novel toxicological effect of pyriproxyfen to insects, which not only expands the understanding of the effects of juvenile hormone pesticides on lepidopteran insects but also provides a reference for exploring the ecological security of non-target organisms.