Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias

Abstract 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 propor...

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Published in:Molecular Ecology
Main Authors: Thomas, Austen C., Jarman, Simon N., Haman, Katherine H., Trites, Andrew W., Deagle, Bruce E.
Other Authors: Pacific Salmon Foundation
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2013
Subjects:
Online Access:http://dx.doi.org/10.1111/mec.12523
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fmec.12523
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spelling crwiley:10.1111/mec.12523 2024-09-15T18:30:23+00:00 Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias Thomas, Austen C. Jarman, Simon N. Haman, Katherine H. Trites, Andrew W. Deagle, Bruce E. Pacific Salmon Foundation 2013 http://dx.doi.org/10.1111/mec.12523 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fmec.12523 https://onlinelibrary.wiley.com/doi/pdf/10.1111/mec.12523 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor http://doi.wiley.com/10.1002/tdm_license_1.1 Molecular Ecology volume 23, issue 15, page 3706-3718 ISSN 0962-1083 1365-294X journal-article 2013 crwiley https://doi.org/10.1111/mec.12523 2024-08-27T04:25:50Z Abstract 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 ( TCF s). TCF s 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 ( DCF s). The DCF s were compared with possible proxies for differential digestion (e.g. fish protein%, fish lipid%) revealing a strong relationship between the DCF s 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. Article in Journal/Newspaper Phoca vitulina Wiley Online Library Molecular Ecology 23 15 3706 3718
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract 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 ( TCF s). TCF s 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 ( DCF s). The DCF s were compared with possible proxies for differential digestion (e.g. fish protein%, fish lipid%) revealing a strong relationship between the DCF s 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.
author2 Pacific Salmon Foundation
format Article in Journal/Newspaper
author Thomas, Austen C.
Jarman, Simon N.
Haman, Katherine H.
Trites, Andrew W.
Deagle, Bruce E.
spellingShingle Thomas, Austen C.
Jarman, Simon N.
Haman, Katherine H.
Trites, Andrew W.
Deagle, Bruce E.
Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
author_facet Thomas, Austen C.
Jarman, Simon N.
Haman, Katherine H.
Trites, Andrew W.
Deagle, Bruce E.
author_sort Thomas, Austen C.
title Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_short Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_full Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_fullStr Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_full_unstemmed Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_sort improving accuracy of dna diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
publisher Wiley
publishDate 2013
url http://dx.doi.org/10.1111/mec.12523
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fmec.12523
https://onlinelibrary.wiley.com/doi/pdf/10.1111/mec.12523
genre Phoca vitulina
genre_facet Phoca vitulina
op_source Molecular Ecology
volume 23, issue 15, page 3706-3718
ISSN 0962-1083 1365-294X
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
http://doi.wiley.com/10.1002/tdm_license_1.1
op_doi https://doi.org/10.1111/mec.12523
container_title Molecular Ecology
container_volume 23
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