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

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, de...

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Main Authors: Thomas, Austen C., Jarman, Simon N., Haman, Katherine H., Trites, Andrew W., Deagle, Bruce E.
Language:unknown
Published: 2013
Subjects:
Online Access:http://nbn-resolving.org/urn:nbn:nl:ui:13-zc-m7n6
https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:84047
id ftdans:oai:easy.dans.knaw.nl:easy-dataset:84047
record_format openpolar
spelling ftdans:oai:easy.dans.knaw.nl:easy-dataset:84047 2023-07-02T03:33:28+02:00 Data from: 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. 2013-12-06T21:40:31.000+01:00 http://nbn-resolving.org/urn:nbn:nl:ui:13-zc-m7n6 https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:84047 unknown doi:10.5061/dryad.h3k4n/1 doi:10.5061/dryad.h3k4n/2 doi:10.5061/dryad.h3k4n/3 doi:10.1111/mec.12523 PMID:24102760 http://nbn-resolving.org/urn:nbn:nl:ui:13-zc-m7n6 doi:10.5061/dryad.h3k4n https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:84047 OPEN_ACCESS: The data are archived in Easy, they are accessible elsewhere through the DOI https://dans.knaw.nl/en/about/organisation-and-policy/legal-information/DANSLicence.pdf Life sciences medicine and health care 2013 ftdans https://doi.org/10.5061/dryad.h3k4n/110.5061/dryad.h3k4n/210.5061/dryad.h3k4n/310.1111/mec.1252310.5061/dryad.h3k4n 2023-06-13T13:10:02Z 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. Other/Unknown Material Phoca vitulina Data Archiving and Networked Services (DANS): EASY (KNAW - Koninklijke Nederlandse Akademie van Wetenschappen)
institution Open Polar
collection Data Archiving and Networked Services (DANS): EASY (KNAW - Koninklijke Nederlandse Akademie van Wetenschappen)
op_collection_id ftdans
language unknown
topic Life sciences
medicine and health care
spellingShingle Life sciences
medicine and health care
Thomas, Austen C.
Jarman, Simon N.
Haman, Katherine H.
Trites, Andrew W.
Deagle, Bruce E.
Data from: Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
topic_facet Life sciences
medicine and health care
description 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.
author Thomas, Austen C.
Jarman, Simon N.
Haman, Katherine H.
Trites, Andrew W.
Deagle, Bruce E.
author_facet Thomas, Austen C.
Jarman, Simon N.
Haman, Katherine H.
Trites, Andrew W.
Deagle, Bruce E.
author_sort Thomas, Austen C.
title Data from: Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_short Data from: Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_full Data from: Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_fullStr Data from: Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_full_unstemmed Data from: Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
title_sort data from: improving accuracy of dna diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
publishDate 2013
url http://nbn-resolving.org/urn:nbn:nl:ui:13-zc-m7n6
https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:84047
genre Phoca vitulina
genre_facet Phoca vitulina
op_relation doi:10.5061/dryad.h3k4n/1
doi:10.5061/dryad.h3k4n/2
doi:10.5061/dryad.h3k4n/3
doi:10.1111/mec.12523
PMID:24102760
http://nbn-resolving.org/urn:nbn:nl:ui:13-zc-m7n6
doi:10.5061/dryad.h3k4n
https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:84047
op_rights OPEN_ACCESS: The data are archived in Easy, they are accessible elsewhere through the DOI
https://dans.knaw.nl/en/about/organisation-and-policy/legal-information/DANSLicence.pdf
op_doi https://doi.org/10.5061/dryad.h3k4n/110.5061/dryad.h3k4n/210.5061/dryad.h3k4n/310.1111/mec.1252310.5061/dryad.h3k4n
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