Schrock Sarah A R, Walsman Jason C, DeMarchi Joseph, LeSage Emily H, Ohmer Michel E B, Rollins-Smith Louise A, Briggs Cheryl J, Richards-Zawacki Corinne L, Woodhams Douglas C, Knapp Roland A, Smith Thomas C, Haddad Célio F B, Becker C Guilherme, Johnson Pieter T J, Wilber Mark Q
School of Natural Resources, University of Tennessee Institute of Agriculture, Knoxville, TN, USA.
Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, CA, USA.
Proc Biol Sci. 2025 Mar;292(2043):20242013. doi: 10.1098/rspb.2024.2013. Epub 2025 Mar 19.
Most hosts contain few parasites, whereas few hosts contain many. This pattern, known as aggregation, is well-documented in macroparasites where parasite intensity distribution among hosts affects host-parasite dynamics. Infection intensity also drives fungal disease dynamics, but we lack a basic understanding of host-fungal aggregation patterns, how they compare with macroparasites and if they reflect biological processes. To begin addressing these gaps, we characterized aggregation of the fungal pathogen (Bd) in amphibian hosts. Utilizing the slope of Taylor's Power law, we found Bd intensity distributions were more aggregated than many macroparasites, conforming closely to lognormal distributions. We observed that Bd aggregation patterns are strongly correlated with known biological processes operating in amphibian populations, such as epizoological phase (i.e. invasion, post-invasion and enzootic), and intensity-dependent disease mortality. Using intensity-dependent mathematical models, we found evidence of evolution of host resistance based on aggregation shifts in systems persisting with Bd following disease-induced declines. Our results show that Bd aggregation is highly conserved across disparate systems and contains signatures of potential biological processes of amphibian-Bd systems. Our work can inform future modelling approaches and be extended to other fungal pathogens to elucidate host-fungal interactions and unite host-fungal dynamics under a common theoretical framework.
大多数宿主携带的寄生虫数量很少,而少数宿主携带的寄生虫数量很多。这种模式,即聚集现象,在宏观寄生虫中已有充分记载,宿主间寄生虫强度分布会影响宿主 - 寄生虫动态。感染强度也驱动着真菌疾病动态,但我们对宿主 - 真菌聚集模式、它们与宏观寄生虫的比较以及是否反映生物学过程缺乏基本认识。为了开始填补这些空白,我们对两栖动物宿主中真菌病原体(蛙壶菌,Bd)的聚集情况进行了表征。利用泰勒幂法则的斜率,我们发现Bd强度分布比许多宏观寄生虫更具聚集性,与对数正态分布密切相符。我们观察到,Bd聚集模式与两栖动物种群中已知的生物学过程密切相关,如流行病学阶段(即入侵、入侵后和地方病流行阶段)以及强度依赖性疾病死亡率。使用强度依赖性数学模型,我们发现,在疾病导致数量下降后,持续存在Bd的系统中,基于聚集变化存在宿主抗性进化的证据。我们的结果表明,Bd聚集在不同系统中高度保守,并包含两栖动物 - Bd系统潜在生物学过程的特征。我们的工作可为未来的建模方法提供参考,并可扩展到其他真菌病原体,以阐明宿主 - 真菌相互作用,并在一个共同的理论框架下统一宿主 - 真菌动态。