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DNA-Based Faecal Dietary Analysis: A Comparison of qPCR and High Throughput Sequencing Approaches

Overview of attention for article published in PLOS ONE, October 2011
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Title
DNA-Based Faecal Dietary Analysis: A Comparison of qPCR and High Throughput Sequencing Approaches
Published in
PLOS ONE, October 2011
DOI 10.1371/journal.pone.0025776
Pubmed ID
Authors

Dáithí C. Murray, Michael Bunce, Belinda L. Cannell, Rebecca Oliver, Jayne Houston, Nicole E. White, Roberto A. Barrero, Matthew I. Bellgard, James Haile

Abstract

The genetic analysis of faecal material represents a relatively non-invasive way to study animal diet and has been widely adopted in ecological research. Due to the heterogeneous nature of faecal material the primary obstacle, common to all genetic approaches, is a means to dissect the constituent DNA sequences. Traditionally, bacterial cloning of PCR amplified products was employed; less common has been the use of species-specific quantitative PCR (qPCR) assays. Currently, with the advent of High-Throughput Sequencing (HTS) technologies and indexed primers it has become possible to conduct genetic audits of faecal material to a much greater depth than previously possible. To date, no studies have systematically compared the estimates obtained by HTS with that of qPCR. What are the relative strengths and weaknesses of each technique and how quantitative are deep-sequencing approaches that employ universal primers? Using the locally threatened Little Penguin (Eudyptula minor) as a model organism, it is shown here that both qPCR and HTS techniques are highly correlated and produce strikingly similar quantitative estimates of fish DNA in faecal material, with no statistical difference. By designing four species-specific fish qPCR assays and comparing the data to the same four fish in the HTS data it was possible to directly compare the strengths and weaknesses of both techniques. To obtain reproducible quantitative data one of the key, and often overlooked, steps common to both approaches is ensuring that efficient DNA isolation methods are employed and that extracts are free of inhibitors. Taken together, the methodology chosen for long-term faecal monitoring programs is largely dependent on the complexity of the prey species present and the level of accuracy that is desired. Importantly, these methods should not be thought of as mutually exclusive, as the use of both HTS and qPCR in tandem will generate datasets with the highest fidelity.

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Geographical breakdown

Country Count As %
United States 12 3%
Australia 3 <1%
Germany 2 <1%
United Kingdom 2 <1%
Denmark 2 <1%
New Zealand 2 <1%
Finland 2 <1%
Sweden 2 <1%
Hungary 1 <1%
Other 11 3%
Unknown 309 89%

Demographic breakdown

Readers by professional status Count As %
Researcher 100 29%
Student > Ph. D. Student 87 25%
Student > Master 44 13%
Student > Bachelor 26 7%
Student > Doctoral Student 14 4%
Other 39 11%
Unknown 38 11%
Readers by discipline Count As %
Agricultural and Biological Sciences 198 57%
Environmental Science 47 14%
Biochemistry, Genetics and Molecular Biology 27 8%
Medicine and Dentistry 6 2%
Engineering 6 2%
Other 17 5%
Unknown 47 14%