Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material
Dryad version number: 1 Version status: submitted Dryad curation status: Published Sharing link: https://datadryad.org/stash/share/pO28HGR3P868SmT7zbgGs663nfkkogrQfWNeZGF01aw Storage size: 745061847 Visibility: public Usage notes Model System Data Please see ReadMe file Prey_Library_Data Please see...
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2015
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Online Access: | https://doi.org/10.5061/dryad.7dv96 https://doi.org/10.5683/sp2/l3d0ru https://doi.org/10.14288/1.0398084 |
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fttriple:oai:gotriple.eu:50|dedup_wf_001::b66b96b8a8310ed542e63dbabcb13068 2023-05-15T16:33:39+02:00 Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material Thomas, Austen C. Deagle, Bruce E. Eveson, J. Paige Harsch, Corie H. Trites, Andrew W. Federated Research Data Repository Dépôt fédéré de données de recherche 2015-01-01 https://doi.org/10.5061/dryad.7dv96 https://doi.org/10.5683/sp2/l3d0ru https://doi.org/10.14288/1.0398084 undefined unknown Dryad Digital Repository https://dx.doi.org/10.5061/dryad.7dv96 https://dx.doi.org/10.5683/sp2/l3d0ru http://dx.doi.org/10.5061/dryad.7dv96 http://dx.doi.org/10.5683/SP2/L3D0RU https://dx.doi.org/10.14288/1.0398084 lic_creative-commons 10.5061/dryad.7dv96 10.5683/sp2/l3d0ru oai:services.nod.dans.knaw.nl:Products/dans:oai:easy.dans.knaw.nl:easy-dataset:91232 oai:dataverse.scholarsportal.info-dataverse-ubc:153268_150149 10.14288/1.0398084 oai:easy.dans.knaw.nl:easy-dataset:91232 10|openaire____::081b82f96300b6a6e3d282bad31cb6e2 re3data_____::r3d100000044 10|openaire____::9e3be59865b2c1c335d32dae2fe7b254 10|openaire____::55045bd2a65019fd8e6741a755395c8c 10|eurocrisdris::fe4903425d9040f680d8610d9079ea14 10|openaire____::e783372970a1dc066ce99c673090ff88 10|re3data_____::94816e6421eeb072e7742ce6a9decc5f 10|re3data_____::84e123776089ce3c7a33db98d9cd15a8 10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c Environmental DNA DNA Barcoding Predator Prey Interactions Diet Analysis quantitative genetics Life sciences medicine and health care Other info envir Dataset https://vocabularies.coar-repositories.org/resource_types/c_ddb1/ 2015 fttriple https://doi.org/10.5061/dryad.7dv96 https://doi.org/10.5683/sp2/l3d0ru https://doi.org/10.5683/SP2/L3D0RU https://doi.org/10.14288/1.0398084 2023-01-22T16:51:02Z Dryad version number: 1 Version status: submitted Dryad curation status: Published Sharing link: https://datadryad.org/stash/share/pO28HGR3P868SmT7zbgGs663nfkkogrQfWNeZGF01aw Storage size: 745061847 Visibility: public Usage notes Model System Data Please see ReadMe file Prey_Library_Data Please see ReadMe file Supplemental_Files Tissue mix sequence counts Custom BLAST database Model system species sequences Abstract DNA metabarcoding is a powerful new tool allowing characterization of species assemblages using high-throughput amplicon sequencing. The utility of DNA metabarcoding for quantifying relative species abundances is currently limited by both biological and technical biases which influence sequence read counts. We tested the idea of sequencing 50/50 mixtures of target species and a control species in order to generate relative correction factors (RCFs) that account for multiple sources of bias and are applicable to field studies. RCFs will be most effective if they are not affected by input mass ratio or co-occurring species. In a model experiment involving three target fish species and a fixed control, we found RCFs did vary with input ratio but in a consistent fashion, and that 50/50 RCFs applied to DNA sequence counts from various mixtures of the target species still greatly improved relative abundance estimates (e.g. average per species error of 19 ± 8% for uncorrected vs. 3 ± 1% for corrected estimates). To demonstrate the use of correction factors in a field setting, we calculated 50/50 RCFs for 18 harbour seal (Phoca vitulina) prey species (RCFs ranging from 0.68 to 3.68). Applying these corrections to field-collected seal scats affected species percentages from individual samples (Δ 6.7 ± 6.6%) more than population-level species estimates (Δ 1.7 ± 1.2%). Our results indicate that the 50/50 RCF approach is an effective tool for evaluating and correcting biases in DNA metabarcoding studies. The decision to apply correction factors will be influenced by the feasibility of creating tissue mixtures ... Dataset harbour seal Phoca vitulina Unknown |
institution |
Open Polar |
collection |
Unknown |
op_collection_id |
fttriple |
language |
unknown |
topic |
Environmental DNA DNA Barcoding Predator Prey Interactions Diet Analysis quantitative genetics Life sciences medicine and health care Other info envir |
spellingShingle |
Environmental DNA DNA Barcoding Predator Prey Interactions Diet Analysis quantitative genetics Life sciences medicine and health care Other info envir Thomas, Austen C. Deagle, Bruce E. Eveson, J. Paige Harsch, Corie H. Trites, Andrew W. Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material |
topic_facet |
Environmental DNA DNA Barcoding Predator Prey Interactions Diet Analysis quantitative genetics Life sciences medicine and health care Other info envir |
description |
Dryad version number: 1 Version status: submitted Dryad curation status: Published Sharing link: https://datadryad.org/stash/share/pO28HGR3P868SmT7zbgGs663nfkkogrQfWNeZGF01aw Storage size: 745061847 Visibility: public Usage notes Model System Data Please see ReadMe file Prey_Library_Data Please see ReadMe file Supplemental_Files Tissue mix sequence counts Custom BLAST database Model system species sequences Abstract DNA metabarcoding is a powerful new tool allowing characterization of species assemblages using high-throughput amplicon sequencing. The utility of DNA metabarcoding for quantifying relative species abundances is currently limited by both biological and technical biases which influence sequence read counts. We tested the idea of sequencing 50/50 mixtures of target species and a control species in order to generate relative correction factors (RCFs) that account for multiple sources of bias and are applicable to field studies. RCFs will be most effective if they are not affected by input mass ratio or co-occurring species. In a model experiment involving three target fish species and a fixed control, we found RCFs did vary with input ratio but in a consistent fashion, and that 50/50 RCFs applied to DNA sequence counts from various mixtures of the target species still greatly improved relative abundance estimates (e.g. average per species error of 19 ± 8% for uncorrected vs. 3 ± 1% for corrected estimates). To demonstrate the use of correction factors in a field setting, we calculated 50/50 RCFs for 18 harbour seal (Phoca vitulina) prey species (RCFs ranging from 0.68 to 3.68). Applying these corrections to field-collected seal scats affected species percentages from individual samples (Δ 6.7 ± 6.6%) more than population-level species estimates (Δ 1.7 ± 1.2%). Our results indicate that the 50/50 RCF approach is an effective tool for evaluating and correcting biases in DNA metabarcoding studies. The decision to apply correction factors will be influenced by the feasibility of creating tissue mixtures ... |
author2 |
Federated Research Data Repository Dépôt fédéré de données de recherche |
format |
Dataset |
author |
Thomas, Austen C. Deagle, Bruce E. Eveson, J. Paige Harsch, Corie H. Trites, Andrew W. |
author_facet |
Thomas, Austen C. Deagle, Bruce E. Eveson, J. Paige Harsch, Corie H. Trites, Andrew W. |
author_sort |
Thomas, Austen C. |
title |
Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material |
title_short |
Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material |
title_full |
Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material |
title_fullStr |
Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material |
title_full_unstemmed |
Data from: Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material |
title_sort |
data from: quantitative dna metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material |
publisher |
Dryad Digital Repository |
publishDate |
2015 |
url |
https://doi.org/10.5061/dryad.7dv96 https://doi.org/10.5683/sp2/l3d0ru https://doi.org/10.14288/1.0398084 |
genre |
harbour seal Phoca vitulina |
genre_facet |
harbour seal Phoca vitulina |
op_source |
10.5061/dryad.7dv96 10.5683/sp2/l3d0ru oai:services.nod.dans.knaw.nl:Products/dans:oai:easy.dans.knaw.nl:easy-dataset:91232 oai:dataverse.scholarsportal.info-dataverse-ubc:153268_150149 10.14288/1.0398084 oai:easy.dans.knaw.nl:easy-dataset:91232 10|openaire____::081b82f96300b6a6e3d282bad31cb6e2 re3data_____::r3d100000044 10|openaire____::9e3be59865b2c1c335d32dae2fe7b254 10|openaire____::55045bd2a65019fd8e6741a755395c8c 10|eurocrisdris::fe4903425d9040f680d8610d9079ea14 10|openaire____::e783372970a1dc066ce99c673090ff88 10|re3data_____::94816e6421eeb072e7742ce6a9decc5f 10|re3data_____::84e123776089ce3c7a33db98d9cd15a8 10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c |
op_relation |
https://dx.doi.org/10.5061/dryad.7dv96 https://dx.doi.org/10.5683/sp2/l3d0ru http://dx.doi.org/10.5061/dryad.7dv96 http://dx.doi.org/10.5683/SP2/L3D0RU https://dx.doi.org/10.14288/1.0398084 |
op_rights |
lic_creative-commons |
op_doi |
https://doi.org/10.5061/dryad.7dv96 https://doi.org/10.5683/sp2/l3d0ru https://doi.org/10.5683/SP2/L3D0RU https://doi.org/10.14288/1.0398084 |
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