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.
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2013
Subjects:
Online Access:https://doi.org/10.5061/dryad.h3k4n
id ftzenodo:oai:zenodo.org:5015879
record_format openpolar
spelling ftzenodo:oai:zenodo.org:5015879 2024-09-09T20:03:31+00:00 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. 2013-12-06 https://doi.org/10.5061/dryad.h3k4n unknown Zenodo https://doi.org/10.1111/mec.12523 https://zenodo.org/communities/dryad https://doi.org/10.5061/dryad.h3k4n oai:zenodo.org:5015879 info:eu-repo/semantics/openAccess Creative Commons Zero v1.0 Universal https://creativecommons.org/publicdomain/zero/1.0/legalcode Mallotus villosus Diet Analysis Clupea pallasii Scomber japonicus Wildlife Management Phoca vitulina info:eu-repo/semantics/other 2013 ftzenodo https://doi.org/10.5061/dryad.h3k4n10.1111/mec.12523 2024-07-26T22:17:21Z 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. Tissue mix DNA amplicon pool (.fastq) This file contains the DNA sequences and quality scores that resulted from Ion Torrent amplicon sequencing of a fish tissue mixture that matched the seal diet in the study. See manuscript text for details. PDZA_mix.fastq Seal scat DNA amplicon pool (.fastq) This file contains the ... Other/Unknown Material Phoca vitulina Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
topic Mallotus villosus
Diet Analysis
Clupea pallasii
Scomber japonicus
Wildlife Management
Phoca vitulina
spellingShingle Mallotus villosus
Diet Analysis
Clupea pallasii
Scomber japonicus
Wildlife Management
Phoca vitulina
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 Mallotus villosus
Diet Analysis
Clupea pallasii
Scomber japonicus
Wildlife Management
Phoca vitulina
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. Tissue mix DNA amplicon pool (.fastq) This file contains the DNA sequences and quality scores that resulted from Ion Torrent amplicon sequencing of a fish tissue mixture that matched the seal diet in the study. See manuscript text for details. PDZA_mix.fastq Seal scat DNA amplicon pool (.fastq) This file contains the ...
format Other/Unknown Material
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
publisher Zenodo
publishDate 2013
url https://doi.org/10.5061/dryad.h3k4n
genre Phoca vitulina
genre_facet Phoca vitulina
op_relation https://doi.org/10.1111/mec.12523
https://zenodo.org/communities/dryad
https://doi.org/10.5061/dryad.h3k4n
oai:zenodo.org:5015879
op_rights info:eu-repo/semantics/openAccess
Creative Commons Zero v1.0 Universal
https://creativecommons.org/publicdomain/zero/1.0/legalcode
op_doi https://doi.org/10.5061/dryad.h3k4n10.1111/mec.12523
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