Marine Mammal Research Unit, Fisheries Centre, and Department of Zoology, University of British Columbia, 2202 Main Mall, Vancouver, BC, V6T 1Z4, Canada.
Mol Ecol. 2014 Aug;23(15):3706-18. doi: 10.1111/mec.12523. Epub 2013 Oct 24.
Ecologists are increasingly interested in quantifying consumer diets based on food DNA in dietary samples and high-throughput sequencing of marker genes. It is tempting to assume that food DNA sequence proportions recovered from diet samples are representative of consumer's diet proportions, despite the fact that captive feeding studies do not support that assumption. Here, we examine the idea of sequencing control materials of known composition along with dietary samples in order to correct for technical biases introduced during amplicon sequencing and biological biases such as variable gene copy number. Using the Ion Torrent PGM(©) , we sequenced prey DNA amplified from scats of captive harbour seals (Phoca vitulina) fed a constant diet including three fish species in known proportions. Alongside, we sequenced a prey tissue mix matching the seals' diet to generate tissue correction factors (TCFs). TCFs improved the diet estimates (based on sequence proportions) for all species and reduced the average estimate error from 28 ± 15% (uncorrected) to 14 ± 9% (TCF-corrected). The experimental design also allowed us to infer the magnitude of prey-specific digestion biases and calculate digestion correction factors (DCFs). The DCFs were compared with possible proxies for differential digestion (e.g. fish protein%, fish lipid%) revealing a strong relationship between the DCFs and percent lipid of the fish prey, suggesting prey-specific corrections based on lipid content would produce accurate diet estimates in this study system. These findings demonstrate the value of parallel sequencing of food tissue mixtures in diet studies and offer new directions for future research in quantitative DNA diet analysis.
生态学家越来越有兴趣根据食物 DNA 在饮食样本中的比例以及标记基因的高通量测序来量化消费者的饮食。尽管圈养喂养研究不支持这种假设,但人们倾向于假设从饮食样本中回收的食物 DNA 序列比例代表消费者的饮食比例。在这里,我们研究了沿着饮食样本一起对已知组成的对照材料进行测序的想法,以便纠正扩增子测序过程中引入的技术偏差以及基因拷贝数等可变的生物偏差。使用 Ion Torrent PGM(©),我们对圈养港海豹(Phoca vitulina)粪便中扩增的猎物 DNA 进行了测序,这些海豹喂食了包括三种已知比例的鱼类在内的恒定饮食。同时,我们还对与海豹饮食相匹配的猎物组织混合物进行了测序,以生成组织校正因子(TCF)。TCF 提高了所有物种的饮食估计值(基于序列比例),并将平均估计误差从 28±15%(未校正)降低至 14±9%(TCF 校正)。该实验设计还使我们能够推断猎物特异性消化偏差的幅度,并计算消化校正因子(DCF)。将 DCF 与可能的差异消化代理(例如鱼蛋白%,鱼脂%)进行比较,发现 DCF 与鱼猎物的脂质百分比之间存在很强的关系,这表明在本研究系统中,基于脂质含量的猎物特异性校正将产生准确的饮食估计值。这些发现证明了在饮食研究中平行测序食物组织混合物的价值,并为定量 DNA 饮食分析的未来研究提供了新的方向。