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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Published in:Molecular Ecology
Main Authors: Thomas, A., Jarman, Simon, Haman, K., Trites, A., Deagle, B.
Format: Conference Object
Language:unknown
Published: 2014
Subjects:
Online Access:https://hdl.handle.net/20.500.11937/71034
https://doi.org/10.1111/mec.12523
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spelling ftcurtin:oai:espace.curtin.edu.au:20.500.11937/71034 2023-06-11T04:16:00+02:00 Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias Thomas, A. Jarman, Simon Haman, K. Trites, A. Deagle, B. 2014 restricted https://hdl.handle.net/20.500.11937/71034 https://doi.org/10.1111/mec.12523 unknown http://hdl.handle.net/20.500.11937/71034 doi:10.1111/mec.12523 Conference Paper 2014 ftcurtin https://doi.org/20.500.11937/7103410.1111/mec.12523 2023-05-30T19:54:16Z 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. © 2013 John Wiley & Sons Ltd. Conference Object Phoca vitulina Curtin University: espace Molecular Ecology 23 15 3706 3718
institution Open Polar
collection Curtin University: espace
op_collection_id ftcurtin
language unknown
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. © 2013 John Wiley & Sons Ltd.
format Conference Object
author Thomas, A.
Jarman, Simon
Haman, K.
Trites, A.
Deagle, B.
spellingShingle Thomas, A.
Jarman, Simon
Haman, K.
Trites, A.
Deagle, B.
Improving accuracy of DNA diet estimates using food tissue control materials and an evaluation of proxies for digestion bias
author_facet Thomas, A.
Jarman, Simon
Haman, K.
Trites, A.
Deagle, B.
author_sort Thomas, A.
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
publishDate 2014
url https://hdl.handle.net/20.500.11937/71034
https://doi.org/10.1111/mec.12523
genre Phoca vitulina
genre_facet Phoca vitulina
op_relation http://hdl.handle.net/20.500.11937/71034
doi:10.1111/mec.12523
op_doi https://doi.org/20.500.11937/7103410.1111/mec.12523
container_title Molecular Ecology
container_volume 23
container_issue 15
container_start_page 3706
op_container_end_page 3718
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