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基于隐马尔可夫链模型检测到甲基汞和 PCB126 导致的小黄鱼幼鱼行为改变。

Altered Larval Yellow Perch Swimming Behavior Due to Methylmercury and PCB126 Detected Using Hidden Markov Chain Models.

机构信息

Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan 48824, United States.

School of Freshwater Sciences, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin 53204, United States.

出版信息

Environ Sci Technol. 2022 Mar 15;56(6):3514-3523. doi: 10.1021/acs.est.1c07505. Epub 2022 Feb 24.

Abstract

Fish swimming behavior is a commonly measured response in aquatic ecotoxicology because behavior is considered a whole organism-level effect that integrates many sensory systems. Recent advancements in animal behavior models, such as hidden Markov chain models (HMM), suggest an improved analytical approach for toxicology. Using both new and traditional approaches, we examined the sublethal effects of PCB126 and methylmercury on yellow perch (YP) larvae () using three doses. Both approaches indicate larvae increase activity after exposure to either chemical. The middle methylmercury-dosed larvae showed multiple altered behavior patterns. First, larvae had a general increase in activity, typically performing more behavior states, more time swimming, and more swimming bouts per second. Second, when larvae were in a slow or medium swimming state, these larvae tended to switch between these states more often. Third, larvae swam slower during the swimming bouts. The upper PCB126-dosed larvae exhibited a higher proportion and a fast swimming state, but the total time spent swimming fast decreased. The middle PCB126-dosed larvae transitioned from fast to slow swimming states less often than the control larvae. These results indicate that developmental exposure to very low doses of these neurotoxicants alters YP larvae overall swimming behaviors, suggesting neurodevelopment alteration.

摘要

鱼类游泳行为是水生毒理学中常用的测量反应,因为行为被认为是一种整合了许多感觉系统的整体生物体水平的效应。最近动物行为模型的进展,如隐马尔可夫链模型(HMM),为毒理学提供了一种改进的分析方法。我们使用新的和传统的方法,检查了 PCB126 和甲基汞对小黄鲈(YP)幼虫()的亚致死效应,使用了三种剂量。这两种方法都表明,暴露于这两种化学物质后,幼虫的活动增加。处于中等甲基汞剂量的幼虫表现出多种改变的行为模式。首先,幼虫的活动普遍增加,通常表现出更多的行为状态、更多的游泳时间和每秒更多的游泳回合。其次,当幼虫处于缓慢或中等游泳状态时,这些幼虫更频繁地在这些状态之间切换。第三,幼虫在游泳回合中游得更慢。处于高 PCB126 剂量的幼虫表现出更高的比例和更快的游泳状态,但快速游泳的总时间减少。处于中 PCB126 剂量的幼虫比对照幼虫更不容易从快速游泳状态转变为缓慢游泳状态。这些结果表明,发育暴露于这些神经毒物的极低剂量会改变 YP 幼虫的整体游泳行为,表明神经发育改变。

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