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Courtship and Mating Behavior of the Aphid Parasitoid Praon volucre: Effects of Host Association and Behavioral Lateralization. 蚜虫寄生蜂体积的求偶和交配行为:寄主关联和行为侧化的影响。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-11 DOI: 10.3390/insects17020192
Maria C Boukouvala, Demeter Lorentha S Gidari, Nickolas G Kavallieratos

Mating behavior plays a critical role in the reproductive success and population dynamics of insects. Praon volucre is a widespread, broadly oligophagous aphid parasitoid and an important natural enemy in agricultural and natural ecosystems. The present study provides the first detailed characterization of the courtship and mating sequence of P. volucre, examining the effects of host association and behavioral lateralization on mating performance. Behavioral observations were conducted on virgin P. volucre adults emerging from two aphid hosts, Macrosiphum euphorbiae feeding on Citrus aurantium and Aulacorthum solani feeding on Malva neglecta. Males from both host-derived populations exhibited a left-side mounting bias, which was associated with faster mate detection, reduced courtship duration, and higher mating success. Mating behavior remained largely stable across host origins, indicating a high degree of behavioral stability. This behavioral robustness, combined with enhanced mating efficiency driven by lateralization, underscores the suitability of P. volucre as a biological control agent. The results have practical implications for mass-rearing and release programs, suggesting that a potential host switching during rearing is unlikely to compromise reproductive performance.

交配行为对昆虫的繁殖成功和种群动态起着至关重要的作用。Praon volre是一种分布广泛的寡食性寄生性蚜虫,是农业和自然生态系统中的重要天敌。目前的研究提供了第一手的详细描述求偶和交配的p . volucre序列,研究主持人协会和交配行为偏侧性的影响性能。研究了两种蚜虫寄主——取食金柑橘(Citrus aurantium)的大蓬蚜(Macrosiphum euphorbiae)和取食玛尔玛(Malva忽视)的茄蚜(Aulacorthum solani)的初生成虫的行为。来自两种宿主种群的雄性都表现出左侧爬升倾向,这与更快地发现配偶、更短的求爱时间和更高的交配成功率有关。交配行为在宿主起源中基本保持稳定,表明行为的高度稳定性。这种行为的稳健性,加上由侧化驱动的更高的交配效率,强调了P. volre作为生物防治剂的适用性。研究结果对大规模饲养和放生计划具有实际意义,表明在饲养过程中潜在的宿主转换不太可能影响繁殖性能。
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引用次数: 0
Lack of Tolerance Development Following Oral Exposure Tosublethal Cry1 and Vip3Aa Proteins in Spodoptera exigua (Hübner, 1808). 口服暴露于亚致死Cry1和Vip3Aa蛋白后,夜蛾缺乏耐受性(h<s:1> bner, 1808)。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-11 DOI: 10.3390/insects17020193
Sandy Valdiviezo-Orellana, Baltasar Escriche, Patricia Hernández-Martínez

Insecticidal proteins derived from Bacillus thuringiensis (Bt) have been effectively employed in controlling lepidopteran pests, notably in transgenic crops targeting Spodoptera species. However, concerns have arisen regarding the long-term efficacy due to the emergence of tolerant and resistant insect populations. Prior research suggested that repeated exposures to Bt, which contains a mixture of spores and crystals, may contribute to the development of tolerance; however, the specific effects of sequential exposure to purified Cry1 and Vip3Aa proteins remain unclear. This study aimed to assess whether prior exposure of Spodoptera exigua neonate larvae to sublethal concentrations of Cry1Ab, Cry1Ca or Vip3Aa proteins would heighten their tolerance upon subsequent exposure, and whether such effects would extend to their offspring. Pre-exposure to Cry1Ab or Vip3Aa did not affect larval responses to the toxin. For Cry1Ca, a slight increase was observed under one treatment condition, but the effect was not considered biologically relevant. Transgenerational analysis revealed no enhancement of tolerance; rather, there was a negative impact on the offspring's response in some cases. These findings indicate that although previous studies have documented that sublethal contact with bacterial preparations may significantly affect insect tolerance, exposure to sublethal doses of purified Cry1 and Vip3Aa proteins is unlikely to lead to the development of tolerance in S. exigua.

苏云金芽孢杆菌(Bacillus thuringiensis, Bt)的杀虫蛋白已被有效地应用于鳞翅目害虫的防治,特别是在针对夜蛾的转基因作物中。然而,由于出现了耐药和耐药的昆虫种群,人们对其长期功效产生了担忧。先前的研究表明,反复接触含有孢子和晶体混合物的Bt可能有助于耐受性的发展;然而,连续暴露于纯化的Cry1和Vip3Aa蛋白的具体效果尚不清楚。本研究旨在评估夜蛾新生幼虫先前暴露于亚致死浓度的Cry1Ab、Cry1Ca或Vip3Aa蛋白是否会提高其随后暴露的耐受性,以及这种影响是否会延伸到其后代。预先暴露于Cry1Ab或Vip3Aa不影响幼虫对毒素的反应。对于Cry1Ca,在一种治疗条件下观察到轻微的增加,但效果不被认为是生物学相关的。跨代分析显示耐受性没有增强;相反,在某些情况下,对后代的反应有负面影响。这些发现表明,尽管先前的研究表明,与细菌制剂的亚致死接触可能会显著影响昆虫的耐受性,但暴露于亚致死剂量的纯化Cry1和Vip3Aa蛋白不太可能导致S. exigua产生耐受性。
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引用次数: 0
Morphological and Genetic Variation of the Chinese Honey Bee (Apis cerana cerana Fabricius, 1793) in Wanyuan, Southwest China. 中国万源蜜蜂(Apis cerana cerana Fabricius, 1793)的形态和遗传变异。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-11 DOI: 10.3390/insects17020189
Tongyu Dong, Qianyang Lv, Lili Wu, Lizhi Yang, Zhuo Liang, Chunhui Miao, Yi Zhang, Kang Wang, Qingsheng Niu, Ting Ji, Zheguang Lin

Chinese honey bees (Apis cerana cerana Fabricius, 1793) are crucial native pollinators in China, with substantial ecological and economic value. Their morphological traits may vary along altitudinal gradients, particularly in hilly regions such as Wanyuan City, Sichuan Province, which provides typical suitable habitat for a locally thriving ecotype known as the Wanyuan honey bee. To elucidate its adaptive variation across environmental gradients, this study investigated the morphological and genetic diversity of this ecotype along an altitudinal transect in Wanyuan. A total of 656 worker individuals from 15 sampling sites (565-1611 m) were analyzed for 13 morphological traits and mitochondrial DNA (tRNAleu-COII fragment) sequences. Results revealed significant altitudinal clines in morphology: Honey bees from mid-altitude sites exhibited larger body size for several traits, while low-altitude bees possessed a significantly higher number of hindwing hamuli. Key taxonomic indices like the cubital index and proboscis length also varied significantly with altitude. Genetic analysis identified 25 haplotypes with high haplotype diversity and nucleotide diversity, indicating substantial genetic variation. Population differentiation was generally low, with one site (Yinbazhai, 900 m) showing relatively higher distinctiveness. The detected high gene flow suggests frequent genetic exchange among most populations. These findings demonstrate that the Wanyuan honey bee exhibits clear altitudinal adaptation in morphology while maintaining high genetic diversity and connectivity. This study provides a crucial scientific basis for the conservation and sustainable management of this genetic resource by highlighting the importance of its population-specific adaptations and genetic structure.

中国蜜蜂(Apis cerana cerana Fabricius, 1793)是中国重要的传粉媒介,具有重要的生态和经济价值。它们的形态特征可能会随着海拔梯度而变化,特别是在四川省万源市这样的丘陵地区,那里为当地蓬勃发展的生态类型万源市蜜蜂提供了典型的适宜栖息地。为了阐明其在不同环境梯度上的适应性变化,本研究在万源地区沿海拔样带调查了该生态型的形态和遗传多样性。对来自15个采样点(565 ~ 1611 m)的656只工蜂进行了13个形态特征和线粒体DNA (tRNAleu-COII片段)序列分析。结果表明,在形态学上存在显著的海拔梯度:中等海拔地区的蜜蜂在一些性状上表现出较大的体型,而低海拔地区的蜜蜂具有明显较多的后翅钩。肘指数和喙长等关键分类学指标也随海拔高度发生显著变化。遗传分析鉴定出25个单倍型,具有较高的单倍型多样性和核苷酸多样性,表明存在较大的遗传变异。种群分化程度普遍较低,有1个样地(900 m银八寨)具有较高的差异性。检测到的高基因流表明大多数种群之间基因交换频繁。这些发现表明,万源蜜蜂在形态上表现出明显的海拔适应性,同时保持了较高的遗传多样性和连通性。本研究通过强调其种群特异性适应和遗传结构的重要性,为该遗传资源的保护和可持续管理提供了重要的科学依据。
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引用次数: 0
Status of Beekeeping Industry in Tanzania: Resources, Practices, and Conservation. 坦桑尼亚养蜂业现状:资源、实践和保护。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-11 DOI: 10.3390/insects17020191
Ismail Seleman Mussa, Shibonage Kulindwa Mashilingi, Shangning Yang, Huoqing Zheng

Beekeeping is a widespread economic activity in rural Tanzania, supporting over 2 million livelihoods. The country's forests and woodlands, covering approximately 55% of its land area, provide habitat for an estimated 9.2 million honeybee colonies. This positions Tanzania as the second-largest honey producer in Africa and tenth globally. Absence of current information and effective policies hinders exploitation of the industry's potential. This review presents scientific insights into Tanzania's beekeeping sector, focusing on honeybee species, bee products, management practices, and conservation. Among three documented subspecies of Apis mellifera (Linnaeus, 1758), A. m. scutellata is the most widespread and commonly managed by indigenous beekeepers. Tanzania annually produces over 31,000 tonnes of honey and 1800 tonnes of beeswax, generating approximately USD 77.5 million and contributing about 1% to national GDP. The industry supports livelihoods, food security, and biodiversity conservation. Its sustained growth requires effective legal and administrative support, expanded scientific research, enhanced innovation, coordinated partnerships, and integrated nationwide initiatives.

养蜂是坦桑尼亚农村地区一项广泛的经济活动,支撑着200多万人的生计。该国的森林和林地约占国土面积的55%,为大约920万个蜂群提供了栖息地。这使坦桑尼亚成为非洲第二大蜂蜜生产国,全球第十大蜂蜜生产国。缺乏最新的信息和有效的政策阻碍了该行业潜力的开发。这篇综述介绍了坦桑尼亚养蜂业的科学见解,重点是蜜蜂种类、蜜蜂产品、管理实践和保护。在有文献记载的三种蜜蜂亚种中(Linnaeus, 1758), scutellata是分布最广且由本地养蜂人管理的蜜蜂。坦桑尼亚每年生产超过31000吨蜂蜜和1800吨蜂蜡,收入约为7750万美元,占全国GDP的1%左右。该行业支持生计、粮食安全和生物多样性保护。它的持续增长需要有效的法律和行政支持、扩大科学研究、加强创新、协调伙伴关系和综合的全国性举措。
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引用次数: 0
Evaluating the Direct and Indirect Toxicity of Nine Insecticides on an Important Predatory Natural Enemy in Rice Fields. 9种杀虫剂对稻田一种重要捕食性天敌的直接和间接毒性评价。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-10 DOI: 10.3390/insects17020187
Mubashar Hussain, Jiachun He, Qi Wei, Fengxiang Lai, Pinjun Wan, Qiang Fu

Natural enemies play an important role in the integrated pest management (IPM) of rice crops. Chemical control is commonly used for pest management in rice; however, the compatibility between biological and chemical control within this system has not been thoroughly investigated. This study aimed to evaluate both the direct and indirect toxicity of nine insecticides-tetraniliprole, triflumezopyrim, chlorantraniliprole, pymetrozine, spinetoram, nitenpyram, imidacloprid, emamectin benzoate, and avermectin-against six important predators of rice pests: Cyrtorhinus lividipennis, Paederus fuscipes, Ummeliata insecticeps, Tetragnatha maxillosa, Mendoza cancestrinnii, and Pardosa pseudoannulata under laboratory conditions. The results indicated that tetraniliprole, triflumezopyrim, and chlorantraniliprole exhibited negligible direct toxicity (mortality < 30%) to all six predators and did not significantly affect their predatory activity. In contrast, spinetoram, avermectin, emamectin benzoate, nitenpyram, and imidacloprid showed high direct toxicity (mortality > 99%), significantly reduced predatory activity, and were classified as high to extremely high risk for C. lividipennis. Nitenpyram showed strong direct toxicity (mortality > 99%) to P. fuscipes and was categorized as high risk. Avermectin and emamectin benzoate exhibited high direct and indirect toxicity to all four spider species, significantly reducing predatory activity, and were graded from medium to extremely high risk. Spinetoram reduced predatory activity across all four spider species and exhibited direct toxic effects, posing a high risk to U. insecticeps. In conclusion, pymetrozine, spinetoram, nitenpyram, imidacloprid, emamectin benzoate, and avermectin exerted lethal or sublethal effects on all six predators. Conversely, tetraniliprole, triflumezopyrim, and chlorantraniliprole were regarded as safer insecticides for all six predators.

天敌在水稻病虫害综合治理中发挥着重要作用。化学防治通常用于水稻病虫害防治;然而,生物和化学防治在该系统中的相容性尚未得到彻底的研究。在实验室条件下,研究了四虫虫、三氟虫啶、氯虫虫、吡虫嗪、spinetoram、nitenpyram、吡虫啉、emamectin benzoate和阿维菌素9种杀虫剂对6种主要水稻害虫的直接毒性和间接毒性。结果表明,四虫腈、三氟嘧啶和氯虫腈对六种捕食者的直接毒性均可忽略不计(死亡率< 30%),对其捕食活动无显著影响。而spinetoram、阿维菌素、苯甲酸埃马菌素、尼苯吡喃和吡虫啉对lividipennis的直接毒性高(死亡率达99%),显著降低了捕食性活性,属于高至极高风险。尼替吡仑对fuscipus有很强的直接毒性(致死率高达99%),属于高危类。阿维菌素和阿维菌素苯甲酸酯对4种蜘蛛均表现出较高的直接和间接毒性,显著降低了蜘蛛的捕食活性,危险性从中等到极高。Spinetoram降低了所有四种蜘蛛的捕食活动,并表现出直接的毒性作用,对美国杀虫剂构成高风险。综上所述,吡蚜酮、spinetoram、nitenpyram、吡虫啉、苯甲酸埃马菌素和阿维菌素对所有6种捕食者均有致死或亚致死作用。相反,四虫虫、三氟嘧虫啶和氯虫虫被认为是对所有六种捕食者更安全的杀虫剂。
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引用次数: 0
Monitoring and Volatile Profiling of Fruit Crops as Host Plants of the Polyphagous Brown Marmorated Stink Bug Halyomorpha halys (Stål, 1855). 多食性褐纹臭蝽寄主作物的监测与挥发特性分析(stastal, 1855)。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-10 DOI: 10.3390/insects17020186
Alicia Koßmann, Bruna Czarnobai de Jorge, Asya Demir, Astrid Eben, Jürgen Gross

Volatile organic substances (VOCs) emitted by plants play an important role in the recognition and selection of host plants by insects. For polyphagous insects with a broad host range, like the brown marmorated stink bug Halyomorpha halys, not much is known about the plant volatiles that influence host choice. In order to determine which odour stimuli could influence host selection, monitoring was carried out using pheromone traps in orchards with various host plants. The headspace of the phenological stages of plants on which H. halys occurred in large numbers was sampled and analysed with gas chromatography coupled with mass spectrometry (GC-MS). The volatile profiles of the different host plants varied significantly. Some compounds occurred in high relative proportions across all taxa. Those compounds were tested by H. halys using electroantennography. H. halys' antennae responded significantly to all of the selected compounds. In a Y-tube olfactometer, H. halys showed a significant attraction to 1 µg hexanal, 100 µg (E)-4,8-dimethyl-1,3,7-nonatriene (DMNT), and a volatile mixture. Due to the limited sustainable strategies for plant protection against this polyphagous insect, adding attractive plant volatiles to lures could improve the effectiveness of alternative volatile-based plant protection strategies, such as traps or capsules, or promote their development.

植物释放的挥发性有机物(VOCs)在昆虫识别和选择寄主植物中起着重要作用。对于寄主范围广泛的多食性昆虫,如褐纹臭虫Halyomorpha halys,我们对影响寄主选择的植物挥发物知之甚少。为了确定哪种气味刺激会影响寄主选择,在有不同寄主植物的果园中使用信息素诱捕器进行了监测。采用气相色谱-质谱联用技术(GC-MS)对halys大量生长的植物物候阶段的顶空进行了取样和分析。不同寄主植物的挥发性特征差异显著。有些化合物在所有分类群中都有较高的相对比例。这些化合物被H. halys用触角电成像技术检测。halys的触角对所有选定的化合物都有显著的反应。在y形管嗅探器中,halys对1µg己醛、100µg (E)-4,8-二甲基-1,3,7-非三烯(DMNT)和一种挥发性混合物表现出显著的吸引力。由于针对这种多食性昆虫的植物保护策略有限,在诱饵中添加有吸引力的植物挥发物可以提高基于挥发物的替代植物保护策略(如诱捕器或胶囊)的有效性,或促进其发展。
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引用次数: 0
Multidimensional Analysis of Silkworm Cocoons Produced with Different Feeding Diets. 不同饲粮产蚕茧的多维分析。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-10 DOI: 10.3390/insects17020188
Xiang Meng, Ran Huang, Jingda Meng, Yuwei Song, Shihua Yu, Chengchen Guo

Artificial diets are increasingly utilized in sericulture, yet they often yield cocoons with properties that differ from those produced by mulberry leaf-fed silkworms. A reliable method to distinguish between these two types of cocoons remains lacking, compromising quality control in silk-related industries. In this study, we report a multidimensional analysis method integrating chemical, structural, and biomarker analyses to distinguish cocoons produced by mulberry leaf-fed (Mul-fed) silkworms from those produced by artificial diet-fed (Art-fed) silkworms. The SEM images showed that after the process of biomarker extraction, Mul-fed cocoons had a more complete morphological structure than Art-fed cocoons, and the sericin layer of Mul-fed cocoons was less damaged. Thermogravimetric and amino acid analyses revealed no significant differences between the two types of cocoons. Biomarker analyses via ultra-performance liquid chromatography-mass spectrometry (UPLC-MS) revealed that quercitrin and quercetin were enriched in Mul-fed cocoons, while daidzein and genistein were enriched in cocoons produced by artificial diet-fed silkworms. Furthermore, materials extracted from Mul-fed cocoons demonstrated significantly superior bioactivity than those from Art-fed cocoons in in vitro assays. This study provides a reliable and accurate method for assessing cocoon quality and distinguishing cocoons from different feeding methods, laying a robust basis for quality evaluation and silk product development.

人工饲料越来越多地用于养蚕业,但它们产生的蚕茧往往具有与桑叶喂养的蚕茧不同的特性。一种可靠的方法来区分这两种类型的茧仍然缺乏,影响了丝绸相关行业的质量控制。在这项研究中,我们报告了一种多维分析方法,结合化学、结构和生物标志物分析来区分桑叶喂养(muli -fed)蚕茧和人工喂养(Art-fed)蚕茧。SEM图像显示,经过生物标志物提取过程后,mull - feeding蚕茧的形态结构比art - feeding蚕茧更完整,且mull -fed蚕茧的丝胶层受损程度更小。热重分析和氨基酸分析显示两种茧之间无显著差异。超高效液相色谱-质谱(UPLC-MS)生物标志物分析显示,多饲蚕茧中富含槲皮素和槲皮素,人工饲蚕茧中富含大豆苷元和染料木素。此外,从multi - feeding茧中提取的物质在体外实验中显示出明显优于art - feeding茧的生物活性。本研究为鉴定蚕茧质量和区分不同饲养方式的蚕茧提供了可靠、准确的方法,为蚕茧质量评价和蚕丝产品开发奠定了坚实的基础。
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引用次数: 0
The Genus Apis in a Changing World: Distribution, Conservation, Climate, and Anthropogenic Stressors. 变化世界中的Apis属:分布、保护、气候和人为压力。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-10 DOI: 10.3390/insects17020185
Erica Holzer, Serena Malabusini, Sara Savoldelli, Daniela Lupi

(1) Background: Bees of the genus Apis play a fundamental role in ecosystems thanks to their pollination activities and their long evolutionary history. This has resulted in species diversifying and spreading across Asia, Africa, and Europe. This review contextualises the genus within biogeographic and evolutionary frameworks, emphasising the importance of understanding the origins, adaptations, distribution and differences between species. (2) Methods: Recent studies on the biology, taxonomy and ecology of Apis species were analysed, including research on social behaviour, communication, genetics, morphology and environmental adaptations, as well as contributions using modern evolutionary and phylogeographic analytical methods. (3) Results: The gathered evidence shows that anthropogenic factors, including climate change, habitat loss, intensive agriculture, pollutants, competition with other bees and the spread of parasites and pathogens, significantly affect the stability of Apis populations and increase the vulnerability of wild species. (4) Conclusions: This review emphasises the importance of integrating ecological, genetic and management knowledge to develop effective conservation strategies that aim to reduce the impact of human activities and preserve the resilience of Apis species and the vital ecosystem services they provide.

(1)研究背景:蜜蜂在生态系统中发挥着重要的传粉作用,具有悠久的进化历史。这导致了物种的多样化,并在亚洲、非洲和欧洲蔓延。这篇综述在生物地理和进化框架下对属进行了背景分析,强调了理解物种起源、适应、分布和差异的重要性。(2)方法:分析了近年来原始人在生物学、分类学和生态学方面的研究成果,包括社会行为、交流、遗传、形态和环境适应等方面的研究,以及现代进化和系统地理分析方法的贡献。(3)结果:气候变化、生境丧失、集约化农业、污染物、与其他蜜蜂的竞争以及寄生虫和病原体的传播等人为因素显著影响了蜜蜂种群的稳定性,增加了野生物种的脆弱性。(4)结论:本文强调了整合生态学、遗传学和管理知识以制定有效的保护策略的重要性,这些策略旨在减少人类活动的影响,保护Apis物种的恢复力及其提供的重要生态系统服务。
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引用次数: 0
Changes in Transcriptome and Functional Evaluation of Heat Shock Protein 70 in Predatory Mite Neoseiulus californicus (Hughes) in Response to Extreme High Temperature. 加州新小绥螨(Hughes)在极端高温条件下热休克蛋白70转录组的变化及功能评价
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-09 DOI: 10.3390/insects17020184
Xiaocui Jin, Kexin Yang, Weiwei Dai, Zhichen Jia, Xiaochun Yang, Zihan Zhang, Chuanbei Tian

Phytoseiid mites, as effective natural enemies, often experience various environmental stresses, especially extreme HTs under global warming and climate change. However, Neoseiulus californicus from the phytoseiid mite family could endure relatively HT (35-45 °C) exposure. To gain insights into its molecular mechanisms underlying heat adaptation, we conducted a comparative analysis of the transcriptomes exposed at 25 and 45 °C. There were 3117 and 7368 differentially expressed genes (DEGs) identified under the 0.5 and 4 h heat treatments, respectively. The functional enrichment analysis illustrated that DEGs were linked to "catalytic activity", "metabolic process", and the "Calcium signaling pathway". Further DEG annotation and analysis illustrated that the expression of proteins encoding heat shock proteins (HSPs) and protein turnover were significantly induced. We also identified the unigene DN1689_c0 encoding the HSP70 gene (NcHSP70), which exhibited the strongest transcriptional response to heat stress. NcHSP70 inhibition by RNAi suppression had a significant impact on the survival of N. californicus. The ATPase effect of the purified recombinant NcHSP70 protein after HT treatment was significantly elevated. These findings increase our comprehension of the complex molecular mechanisms underlying HT adaptation and determine the important role of NcHSP70 in the heat resistance of N. californicus.

植物螨作为一种有效的天敌,经常遭受各种环境胁迫,特别是在全球变暖和气候变化下的极端高温。然而,加州新小绥螨属植物螨科可耐受相对高温(35-45°C)。为了深入了解其热适应的分子机制,我们对暴露在25°C和45°C下的转录组进行了比较分析。0.5 h和4 h分别鉴定出3117个和7368个差异表达基因(deg)。功能富集分析表明,DEGs与“催化活性”、“代谢过程”和“钙信号通路”有关。进一步的DEG注释和分析表明,编码热休克蛋白(HSPs)的蛋白质的表达和蛋白质周转被显著诱导。我们还发现了编码HSP70基因(NcHSP70)的单一基因DN1689_c0,该基因对热胁迫表现出最强的转录反应。RNAi抑制NcHSP70对加州小蠊的生存有显著影响。经HT处理后,纯化的重组NcHSP70蛋白的atp酶活性显著提高。这些发现增加了我们对高温适应的复杂分子机制的理解,并确定了NcHSP70在加利福尼亚新蚊耐热性中的重要作用。
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引用次数: 0
The Evolution of Modeling Approaches: From Statistical Models to Deep Learning for Locust and Grasshopper Forecasting. 建模方法的演变:从统计模型到蝗虫和蚱蜢预测的深度学习。
IF 2.9 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-02-08 DOI: 10.3390/insects17020182
Wei Sui, Jing Wang, Dan Miao, Yijie Jiang, Guojun Liu, Shujian Yang, Wei You, Zhi Li, Xiaojing Wu, Hu Meng

Locust outbreaks cause a significant threat to global food security and ecosystem stability, with particularly severe consequences in grassland regions, where grasshoppers also exert considerable ecological pressure. In comparison to grasshoppers, locusts typically occur at much larger spatial scales, as their strong migratory ability and collective movement behavior lead to greater spatial connectivity and autocorrelation. The forecasting of both locust and grasshopper outbreaks remains a formidable scientific challenge, primarily due to the complex, nonlinear spatiotemporal interactions among environmental drivers such as weather, vegetation, and soil conditions. This review compares the evolution of prediction methodologies for locust and grasshopper outbreaks, focusing on the application of deep learning (DL) methods to ecological forecasting tasks. It traces the development from traditional statistical models to classical machine learning, and ultimately to DL, assessing the strengths and limitations of key DL architectures-including Deep Neural Networks (DNNs), Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks, and Gated Recurrent Units (GRUs)-in modeling the intricate dynamics of locust populations. While most studies have concentrated on locust outbreaks, this review emphasizes the adaptation of these models to grassland ecosystems, such as those in Inner Mongolia, where grasshopper outbreaks exhibit similarities to locust plagues but have been largely overlooked in DL research. Despite the potential of DL, challenges such as data scarcity, limited model generalizability across regions, and the "black box" issue of low interpretability remain. To address these issues, we propose future research directions that integrate Explainable AI (XAI), transfer learning, and generative models like GANs to development more robust, transparent, and ecologically grounded forecasting tools. By promoting the use of efficient architectures like GRUs within customized frameworks, this review aims to guide the development of effective early warning systems for sustainable locust management in vulnerable grassland ecosystems.

蝗灾对全球粮食安全和生态系统稳定造成重大威胁,在草原地区造成的后果尤为严重,在草原地区,蝗虫也造成相当大的生态压力。与蚱蜢相比,蝗虫通常发生在更大的空间尺度上,因为它们强大的迁徙能力和集体运动行为导致了更大的空间连通性和自相关性。蝗虫和蚱蜢爆发的预测仍然是一项艰巨的科学挑战,主要是由于天气、植被和土壤条件等环境驱动因素之间复杂的非线性时空相互作用。本文比较了蝗虫和蚱蜢爆发预测方法的发展,重点介绍了深度学习(DL)方法在生态预测任务中的应用。它追溯了从传统统计模型到经典机器学习,最终到深度学习的发展,评估了深度学习关键架构的优势和局限性,包括深度神经网络(dnn)、卷积神经网络(cnn)、循环神经网络(rnn)、长短期记忆(LSTM)网络和门控制循环单元(gru),以模拟蝗虫种群的复杂动态。虽然大多数研究都集中在蝗虫的爆发上,但这篇综述强调了这些模型对草原生态系统的适应性,例如内蒙古的草原生态系统,那里的蝗虫爆发与蝗灾相似,但在DL研究中很大程度上被忽视了。尽管深度学习具有潜力,但数据稀缺、模型跨区域推广能力有限以及低可解释性的“黑箱”问题等挑战仍然存在。为了解决这些问题,我们提出了未来的研究方向,即整合可解释人工智能(XAI)、迁移学习和生成模型(如gan),以开发更强大、透明和基于生态的预测工具。通过在定制框架内推广gru等高效架构的使用,本综述旨在指导在脆弱草原生态系统中开发有效的蝗虫可持续管理预警系统。
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引用次数: 0
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Insects
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