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Using non-linear mixed effects models to identify patterns of chick growth in House Sparrows Passer domesticus

机译:使用非线性混合效应模型识别家麻雀过客的雏鸡生长模式

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摘要

For many animals, adult size is an important determinant of fitness. Thus, after a period of food restriction, offspring often grow quickly to approach an optimal size. Offspring can approach an optimal size by increasing mass faster than the peak growth of offspring that do not delay development (compensatory growth) or by extending the period of rapid growth to reach an optimal size (catch-up growth). Unfortunately, the most common statistical techniques make it difficult to differentiate alternative growth patterns among developing offspring. Here, I show how random effect estimates can be used to uncover important variation in growth in a short-lived passerine, the House Sparrow Passer domesticus. Specifically, I show that much of the variation in offspring growth can be explained by differences in the timing of peak growth and in final adult size, both within a single population and within treatments of an experimental manipulation. These results suggest that much of the variation in offspring growth may be explained by factors other than growth rate. I also show that offspring that delay development either maintain slow but steady growth across development and reach a small adult size, or extend the period of rapid growth to reach an optimal size, indicative of catch-up growth. This pattern of extending the period of rapid growth may allow offspring to minimize the cellular damage caused by compensatory growth but still maximize size-related fitness benefits (e.g. increased survival and fecundity) prior to fledging.
机译:对于许多动物来说,成年大小是身体健康的重要决定因素。因此,在经过一段时间的食物限制后,后代通常会迅速生长以达到最佳大小。后代可以通过增加质量而不是不延迟发育(代偿性增长)的后代峰值增长速度更快,或通过延长快速生长的时间达到最佳大小(追赶增长)来达到最佳大小。不幸的是,最常见的统计技术使得很难区分正在发育的后代之间的其他生长方式。在这里,我展示了如何使用随机效应估算来发现短寿命雀形目(House Sparrow Passer domesticus)生长的重要变化。具体而言,我表明,在单个种群内和实验操作的处理中,后代生长的许多变化可以用高峰生长时间和最终成年个体大小的差异来解释。这些结果表明,后代生长的许多变化可能是由生长率以外的因素引起的。我还表明,延缓发育的后代要么在整个发育过程中保持缓慢但稳定的生长,并达到较小的成年体型,要么将快速生长的时期延长至最佳体型,这表明追赶性生长。延长快速生长期的这种模式可以使后代在出雏前将由代偿性生长引起的细胞损伤减至最小,但仍使与尺寸有关的适应性益处(例如增加的存活率和繁殖力)最大化。

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