Cargando…
Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy
1. Metabarcoding of arthropod communities can be used for assessing species diversity in tropical forests but the methodology requires validation for accurate and repeatable species occurrences in complex mixtures. This study investigates how the composition of ecological samples affects the accurac...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6434547/ https://www.ncbi.nlm.nih.gov/pubmed/30962884 http://dx.doi.org/10.1002/ece3.4839 |
_version_ | 1783406494268522496 |
---|---|
author | Creedy, Thomas J. Ng, Wui Shen Vogler, Alfried P. |
author_facet | Creedy, Thomas J. Ng, Wui Shen Vogler, Alfried P. |
author_sort | Creedy, Thomas J. |
collection | PubMed |
description | 1. Metabarcoding of arthropod communities can be used for assessing species diversity in tropical forests but the methodology requires validation for accurate and repeatable species occurrences in complex mixtures. This study investigates how the composition of ecological samples affects the accuracy of species recovery. 2. Starting with field‐collected bulk samples from the tropical canopy, the recovery of specimens was tested for subsets of different body sizes and major taxa, by assembling these subsets into increasingly complex composite pools. After metabarcoding, we track whether richness, diversity, and most importantly composition of any size class or taxonomic subset are affected by the presence of other subsets in the mixture. 3. Operational taxonomic units (OTUs) greatly exceeded the number of morphospecies in most taxa, even under very stringent sequencing read filtering. There was no significant effect on the recovered OTU richness of small and medium‐sized arthropods when metabarcoded alongside larger arthropods, despite substantial biomass differences in the mixture. The recovery of taxonomic subsets was not generally influenced by the presence of other taxa, although with some exceptions likely due to primer mismatches. Considerable compositional variation within size and taxon‐based subcommunities was evident resulting in high beta‐diversity among samples from within a single tree canopy, but this beta‐diversity was not affected by experimental manipulation. 4. We conclude that OTU recovery in complex arthropod communities, with sufficient sequencing depth and within reasonable size ranges, is not skewed by variable biomass of the constituent species. This could remove the need for time‐intensive manual sorting prior to metabarcoding. However, there remains a chance of taxonomic bias, which may be primer‐dependent. There will never be a panacea primer; instead, metabarcoding studies should carefully consider whether the aim is broadscale turnover, in which case these biases may not be important, or species lists, in which case separate PCRs and sequencing might be necessary. OTU number inflation remains an issue in metabarcoding and requires bioinformatic development, particularly in read filtering and OTU clustering, and/or greater use of species‐identifying sequences generated outside of bulk sequencing. |
format | Online Article Text |
id | pubmed-6434547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64345472019-04-08 Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy Creedy, Thomas J. Ng, Wui Shen Vogler, Alfried P. Ecol Evol Original Research 1. Metabarcoding of arthropod communities can be used for assessing species diversity in tropical forests but the methodology requires validation for accurate and repeatable species occurrences in complex mixtures. This study investigates how the composition of ecological samples affects the accuracy of species recovery. 2. Starting with field‐collected bulk samples from the tropical canopy, the recovery of specimens was tested for subsets of different body sizes and major taxa, by assembling these subsets into increasingly complex composite pools. After metabarcoding, we track whether richness, diversity, and most importantly composition of any size class or taxonomic subset are affected by the presence of other subsets in the mixture. 3. Operational taxonomic units (OTUs) greatly exceeded the number of morphospecies in most taxa, even under very stringent sequencing read filtering. There was no significant effect on the recovered OTU richness of small and medium‐sized arthropods when metabarcoded alongside larger arthropods, despite substantial biomass differences in the mixture. The recovery of taxonomic subsets was not generally influenced by the presence of other taxa, although with some exceptions likely due to primer mismatches. Considerable compositional variation within size and taxon‐based subcommunities was evident resulting in high beta‐diversity among samples from within a single tree canopy, but this beta‐diversity was not affected by experimental manipulation. 4. We conclude that OTU recovery in complex arthropod communities, with sufficient sequencing depth and within reasonable size ranges, is not skewed by variable biomass of the constituent species. This could remove the need for time‐intensive manual sorting prior to metabarcoding. However, there remains a chance of taxonomic bias, which may be primer‐dependent. There will never be a panacea primer; instead, metabarcoding studies should carefully consider whether the aim is broadscale turnover, in which case these biases may not be important, or species lists, in which case separate PCRs and sequencing might be necessary. OTU number inflation remains an issue in metabarcoding and requires bioinformatic development, particularly in read filtering and OTU clustering, and/or greater use of species‐identifying sequences generated outside of bulk sequencing. John Wiley and Sons Inc. 2019-03-04 /pmc/articles/PMC6434547/ /pubmed/30962884 http://dx.doi.org/10.1002/ece3.4839 Text en © 2019 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Creedy, Thomas J. Ng, Wui Shen Vogler, Alfried P. Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy |
title | Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy |
title_full | Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy |
title_fullStr | Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy |
title_full_unstemmed | Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy |
title_short | Toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy |
title_sort | toward accurate species‐level metabarcoding of arthropod communities from the tropical forest canopy |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6434547/ https://www.ncbi.nlm.nih.gov/pubmed/30962884 http://dx.doi.org/10.1002/ece3.4839 |
work_keys_str_mv | AT creedythomasj towardaccuratespecieslevelmetabarcodingofarthropodcommunitiesfromthetropicalforestcanopy AT ngwuishen towardaccuratespecieslevelmetabarcodingofarthropodcommunitiesfromthetropicalforestcanopy AT vogleralfriedp towardaccuratespecieslevelmetabarcodingofarthropodcommunitiesfromthetropicalforestcanopy |