Dept. of Biology, University of Louisville, Louisville, KY, United States of America.
PLoS One. 2018 Dec 21;13(12):e0208836. doi: 10.1371/journal.pone.0208836. eCollection 2018.
A new method is presented for describing the rate of oxygen consumption in response to progressive hypoxia. The method consists of screening candidate functions describing the relationship between Vo2 (oxygen consumption rate) and Po2 (ambient oxygen concentration) by testing each for fit to observed data for a single curve and the function that best fits is chosen using lowest AICc value as the criterion. Descriptive statistics are then extracted from the selected function that best describes the pattern present in the curve. Several new descriptive statistics for the pattern of response are proposed which are based on the null model of simple diffusion and no regulation. The method quantifies deviation from the null model at each point on the curve and measures both positive and negative deviation which occur when the curve changes more slowly or more rapidly than the null model predicts, respectively. The new descriptive statistics generalize the traditional one used in the past, the critical oxygen tension (Pc), and allow interpretation of a variety of shapes of curves which cannot be analyzed with conventional methods. Because the method is descriptive, it does not implicate any specific mechanisms in generating the response. The method is applied to data from 68 animals in 14 different species groups reported in the literature. The overall results suggest the existence of substantial diversity in response types among animals, which requires a more complex description than has traditionally been used.
提出了一种新的方法来描述氧耗率对渐进性低氧的反应。该方法通过测试每个候选函数对单个曲线的拟合度,来筛选描述 Vo2(氧耗率)和 Po2(环境氧浓度)之间关系的候选函数。选择拟合度最好的函数,其准则为最低 AICc 值。然后从拟合度最好的函数中提取描述曲线中存在模式的描述性统计数据。根据简单扩散和无调节的零模型,提出了几种新的用于反应模式的描述性统计数据。该方法在曲线上的每个点量化与零模型的偏差,并分别测量当曲线变化比零模型预测的更慢或更快时出现的正偏差和负偏差。新的描述性统计数据推广了过去使用的传统统计数据——临界氧张力(Pc),并允许分析传统方法无法分析的各种形状的曲线。由于该方法是描述性的,因此它没有暗示任何特定的机制来产生反应。该方法应用于文献中报道的 68 种不同物种组的 14 个动物的数据。总体结果表明,动物之间的反应类型存在很大的多样性,这需要比传统方法更复杂的描述。