个体特征和季节性及其相互作用对中国内蒙古达乌尔松鼠体外寄生虫数量的影响

Xiaoxu Wang , Meng Shang , Zihao Wang , Haoqiang Ji , Zhenxu Wang , Guangju Mo , Qiyong Liu
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引用次数: 0

摘要

了解寄生虫分布的驱动因素对于生态系统健康、疾病管理和病媒监测至关重要。虽然有研究指出宿主的性别、体型、行为和季节对寄生虫数量的影响,但对这些因素及其相互作用的同步评估却很有限。在 2021 年至 2023 年的春季、夏季和秋季,我们诱捕了内蒙古达乌尔地松鼠(Spermophilus dauricus),并收集了它们的体外寄生虫。利用机器学习拉索回归,我们找出了影响蜱和跳蚤在金丝地松鼠身上数量的因素。然后,我们利用混合负二项广义线性模型分析了这些因素及其季节交互作用。我们的研究发现,季节对体外寄生虫数量的影响很大,但并不一致。与秋季相比,春季和夏季的蜱载量明显较高,而夏季和秋季的跳蚤载量较高,但缺乏统计学意义。此外,影响跳蚤和蜱数量的个体因素受季节影响的调节,在春季观察到跳蚤寄生偏向于雄性。季节、性别和体重之间也存在显著的交互作用。雄性松鼠的跳蚤量与体重呈正相关,春季的增幅最大。相反,雌性松鼠的跳蚤量与体重呈负相关,秋季随着体重的增加而显著减少。在季节和生存状态之间观察到了显著的交互作用,宿主在秋季生存时会表现出较高的蜱载量。我们的研究结果强调了考虑寄生的季节性变化以及季节动态与宿主生物特征之间的相互作用在影响寄生虫分布方面的重要性。
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Effects of individual characteristics and seasonality and their interaction on ectoparasite load of Daurian ground squirrels in Inner Mongolia, China
Understanding the drivers of parasite distribution is vital for ecosystem health, disease management, and vector monitoring. While studies note the impact of host sex, size, behavior, and season on parasite load, concurrent assessments of these factors and their interactions are limited. During the spring, summer and autumn seasons from 2021 to 2023, we trapped Daurian ground squirrel (Spermophilus dauricus), a small rodent species that inhabits eastern Asian grasslands in Inner Mongolia and collected their ectoparasites. Using machine learning Lasso regression, we pinpointed factors affecting tick and flea abundance on S. dauricus. We then analyzed these factors and their seasonal interactions with a mixed negative binomial generalized linear model. Our study revealed significant but inconsistent seasonal effects on the load of ectoparasites. The tick load was significantly higher in spring and summer compared to autumn, while the flea load was higher in summer and autumn but lacked statistical significance. Furthermore, individual factors that influence the flea and tick load were moderated by seasonal effects, with a male bias in flea parasitism observed in spring. Significant interactions were also found among seasonality, sex, and body weight. The load of male squirrel fleas was positively correlated with body weight, with the highest increase observed in spring. On the contrary, the flea load of female squirrels showed a negative correlation with body weight, significantly decreasing in the autumn with increasing weight. Significant interactions were observed between season and survival status, with hosts exhibiting higher tick load during autumn survival. Our findings underscore the importance of considering seasonal variation in parasitism and the interactions between seasonal dynamics and host biological traits in shaping parasite distributions.
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来源期刊
CiteScore
3.80
自引率
5.60%
发文量
113
审稿时长
45 days
期刊介绍: The International Journal for Parasitology: Parasites and Wildlife (IJP-PAW) publishes the results of original research on parasites of all wildlife, invertebrate and vertebrate. This includes free-ranging, wild populations, as well as captive wildlife, semi-domesticated species (e.g. reindeer) and farmed populations of recently domesticated or wild-captured species (e.g. cultured fishes). Articles on all aspects of wildlife parasitology are welcomed including taxonomy, biodiversity and distribution, ecology and epidemiology, population biology and host-parasite relationships. The impact of parasites on the health and conservation of wildlife is seen as an important area covered by the journal especially the potential role of environmental factors, for example climate. Also important to the journal is ''one health'' and the nature of interactions between wildlife, people and domestic animals, including disease emergence and zoonoses.
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