School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE, USA.
Mol Ecol Resour. 2020 Nov;20(6):1723-1732. doi: 10.1111/1755-0998.13231. Epub 2020 Aug 2.
Dietary metabarcoding-the process of taxonomic identification of food species from DNA in consumer guts or faeces-has been rapidly adopted by ecologists to gain insights into biocontrol, invasive species and the structure of food webs. However, an outstanding issue with metabarcoding is the semi-quantitative nature of the data it provides: because metabarcoding is likely to produce false negatives for some prey more often than for other prey, we cannot infer relative frequencies of prey in the diet. To correct for this, we can adjust detected prey frequencies using DNA detectability half-lives unique to each predator-prey combination. Because the feeding experiments required to deduce these half-lives are time- and resource-intensive, our ability to weight the frequency of observations using their detectability has thus far been limited to systems with just a few prey. Here, we present a meta-analysis of 24 spider prey DNA half-lives and show that these half-lives are predictable given predator and prey mass, predator family, digestion temperature and DNA amplicon length. We further provide a new technique for weighting observations with half-lives, which allows not just for the ranking of prey in the diet, but reveals the proportion of the diet each prey comprises. Lastly, we apply this method to published dietary metabarcoding data to calculate half-lives and proportion of the predator's diet for 35 prey families, demonstrating that this technique can generate improved understanding of diets in real, diverse systems.
饮食代谢组学——从消费者肠道或粪便中的 DNA 中对食物物种进行分类鉴定的过程——已被生态学家迅速采用,以深入了解生物防治、入侵物种和食物网的结构。然而,代谢组学的一个突出问题是它提供的数据具有半定量性质:由于代谢组学对某些猎物产生假阴性的可能性比其他猎物更大,我们无法推断出饮食中猎物的相对频率。为了解决这个问题,我们可以使用每个捕食者-猎物组合特有的 DNA 可检测性半衰期来调整检测到的猎物频率。由于推断这些半衰期所需的喂养实验既耗时又耗资源,因此,我们利用其可检测性来加权观测频率的能力迄今为止仅限于只有几种猎物的系统。在这里,我们对 24 种蜘蛛猎物 DNA 半衰期进行了荟萃分析,并表明这些半衰期可以根据捕食者和猎物的质量、捕食者家族、消化温度和 DNA 扩增子长度来预测。我们进一步提供了一种使用半衰期加权观测值的新技术,该技术不仅可以对饮食中的猎物进行排名,还可以揭示每种猎物在饮食中所占的比例。最后,我们将该方法应用于已发表的饮食代谢组学数据,以计算 35 个猎物家族的半衰期和捕食者饮食的比例,证明该技术可以在真实、多样化的系统中更好地理解饮食。