1. Understanding PCR Processes to Draw Meaningful Conclusions from Environmental DNA Studies.
- Author
-
Kelly RP, Shelton AO, and Gallego R
- Subjects
- Animals, Biodiversity, Biomass, Computer Simulation, DNA Barcoding, Taxonomic methods, Metagenomics methods, Models, Theoretical, DNA, Environmental analysis, Polymerase Chain Reaction methods
- Abstract
As environmental DNA (eDNA) studies have grown in popularity for use in ecological applications, it has become clear that their results differ in significant ways from those of traditional, non-PCR-based surveys. In general, eDNA studies that rely on amplicon sequencing may detect hundreds of species present in a sampled environment, but the resulting species composition can be idiosyncratic, reflecting species' true biomass abundances poorly or not at all. Here, we use a set of simulations to develop a mechanistic understanding of the processes leading to the kinds of results common in mixed-template PCR-based (metabarcoding) studies. In particular, we focus on the effects of PCR cycle number and primer amplification efficiency on the results of diversity metrics in sequencing studies. We then show that proportional indices of amplicon reads capture trends in taxon biomass with high accuracy, particularly where amplification efficiency is high (median correlation up to 0.97). Our results explain much of the observed behavior of PCR-based studies, and lead to recommendations for best practices in the field.
- Published
- 2019
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