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

AbstractEcologists 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 proport...

Full description

Bibliographic Details
Main Authors: Thomas, Austen C., Jarman, Simon N., Haman, Katherine H., Trites, Andrew W., Deagle, Bruce E.
Format: Dataset
Language:unknown
Published: 2021
Subjects:
Online Access:https://search.dataone.org/view/sha256:6271d80fa534a5d86ba3232816b0e24a5855b6ec5feaab96800a5dccd5f5dcdd
id dataone:sha256:6271d80fa534a5d86ba3232816b0e24a5855b6ec5feaab96800a5dccd5f5dcdd
record_format openpolar
spelling dataone:sha256:6271d80fa534a5d86ba3232816b0e24a5855b6ec5feaab96800a5dccd5f5dcdd 2024-03-03T19:46:32+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. 2021-05-19T00:00:00Z https://search.dataone.org/view/sha256:6271d80fa534a5d86ba3232816b0e24a5855b6ec5feaab96800a5dccd5f5dcdd unknown Other Wildlife Management Mallotus villosus Diet Analysis Phoca vitulina Scomber japonicus Clupea pallasii Dataset 2021 dataone:urn:node:BOREALIS 2024-03-03T19:17:36Z AbstractEcologists 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. Dataset Phoca vitulina Unknown
institution Open Polar
collection Unknown
op_collection_id dataone:urn:node:BOREALIS
language unknown
topic Other
Wildlife Management
Mallotus villosus
Diet Analysis
Phoca vitulina
Scomber japonicus
Clupea pallasii
spellingShingle Other
Wildlife Management
Mallotus villosus
Diet Analysis
Phoca vitulina
Scomber japonicus
Clupea pallasii
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 Other
Wildlife Management
Mallotus villosus
Diet Analysis
Phoca vitulina
Scomber japonicus
Clupea pallasii
description AbstractEcologists 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.
format Dataset
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 2021
url https://search.dataone.org/view/sha256:6271d80fa534a5d86ba3232816b0e24a5855b6ec5feaab96800a5dccd5f5dcdd
genre Phoca vitulina
genre_facet Phoca vitulina
_version_ 1792544844930875392