Cited by 13Environmental DNA in Biodiversity StudiesInvertebrate Taxonomy and EcologyMicrobial Community Ecology and Physiology

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Enhancing metabarcoding of freshwater biotic communities: A new online tool for primer selection and exploring data from 14 primer pairs

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Abstract

Freshwater ecosystems are complex, diverse, and face multiple imminent threats that have led to changes in both structure and function. It is urgent that we develop and standardize monitoring tools that allow for rapid and comprehensive assessment of freshwater communities to understand their changing dynamics and inform conservation. Environmental DNA surveys offer a means to inventory and monitor aquatic diversity, yet most studies focus on one or a few taxonomic groups because of technical challenges. In this study, we (1) create an eDNA metabarcoding dataset (natural water bodies) with 14 validated primer pairs; (2) create a free online, user‐friendly tool for primer selection that can be used for any metabarcoding data (SNIPe); and (3) using SNIPe, explore our dataset to derive subsets of informative, cost‐effective primer pairs that maximize detection of freshwater diversity. We first evaluated the completeness of public reference sequence databases and the efficiency of 14 primer pairs in silico, in vitro on five mock communities (mix of DNA from tissues of select taxa), in vivo on water samples from aquarium samples with known taxonomic composition, and finally in vivo on water samples from freshwater systems in Eastern Canada. Results from analyses using SNIPe revealed that 13 or 14 primer pairs are necessary to recover 100% of the species in water samples (natural systems), but that four primer pairs are sufficient to recover almost 75% of taxa with little overlap. Our work highlights the power of eDNA metabarcoding for reconstructing freshwater communities, including prey, parasite, pathogen, invasive, and declining species. It also emphasizes the importance of marker choice on species resolution, and primer characteristics and filtering parameters on detection success and accuracy of biodiversity estimates. Together, these results highlight the usefulness of eDNA for freshwater monitoring and should prompt more studies of tools to survey all communities.

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Research works printed but not linked: 102

  1. 10.1016/j.envres.2022.113808 · DOI
  2. 10.1111/2041‐210X.12849 · DOI
  3. 10.1002/edn3.366 · DOI
  4. 10.1007/s13280‐014‐0566‐z · DOI
  5. 10.3402/jom.v6.23408 · DOI
  6. 10.1007/s10531‐020‐01980‐0 · DOI
  7. 10.1093/nar/gkm929 · DOI
  8. 10.1002/edn3.129 · DOI
  9. 10.1016/j.tree.2014.04.003 · DOI
  10. 10.1093/bioinformatics/btu170 · DOI · Paper page
  11. 10.1021/acs.est.8b01071 · DOI
  12. 10.3389/fevo.2023.1149839 · DOI
  13. 10.1002/edn3.120 · DOI
  14. 10.1111/2041‐210X.13276 · DOI
  15. 10.1186/1746‐5354‐3‐2‐29 · DOI
  16. 10.1098/rsbl.2014.0562 · DOI
  17. 10.1371/journal.pone.0088786 · DOI
  18. 10.1038/ncomms12544 · DOI
  19. 10.1371/journal.pone.0023398 · DOI
  20. 10.3390/w13030331 · DOI
  21. 10.1017/S1464793105006950 · DOI · Paper page
  22. 10.7717/peerj.7745 · DOI
  23. 10.1111/2041‐210X.12687 · DOI
  24. 10.3389/fenvs.2017.00011 · DOI
  25. 10.1111/1755‐0998.13329 · DOI
  26. 10.1002/ece3.7382 · DOI
  27. 10.1111/1755‐0998.12338 · DOI
  28. 10.1186/1471‐2164‐11‐434 · DOI
  29. Ficetola G. F. &Taberlet P.(2022).Towards all‐inclusive community ecology via DNA Metabarcoding.https://doi.org/10.22541/au.166546664.45118988/v1 · DOI
  30. 10.1080/10635150600852011 · DOI
  31. 10.1139/gen‐2016‐0100 · DOI
  32. 10.1111/1755‐0998.12749 · DOI
  33. 10.1128/mSystems.00032‐16 · DOI
  34. 10.1016/j.ecss.2023.108522 · DOI
  35. 10.1111/jfb.14383 · DOI
  36. 10.1002/edn3.280 · DOI
  37. 10.1111/2041‐210X.12743 · DOI
  38. 10.1002/edn3.241 · DOI
  39. 10.1098/rsbl.2003.0025 · DOI · Paper page
  40. 10.1890/09‐1249.1 · DOI
  41. 10.1139/gen‐2020‐0009 · DOI
  42. IPBES, 2019, Global assessment report on biodiversity and ecosystem services of the Intergovernmental Science‐Policy Platform on Biodiversity and Ecosystem Services, 1148
  43. 10.1093/molbev/mst141 · DOI
  44. 10.1016/j.scitotenv.2021.150587 · DOI
  45. 10.1007/s10750‐022‐04990‐x · DOI
  46. 10.1093/bioinformatics/bts199 · DOI
  47. Keck F. Blackman R. C. Bossart R. Brantschen J. Couton M. Hürlemann S. Kirschner D. Locher N. Zhang H. &Altermatt F.(2021).Meta‐analysis shows both congruence and complementarity of DNA Metabarcoding to traditional methods for biological community assessment.https://doi.org/10.1101/2021.06.29.450286 · DOI
  48. 10.1111/1755‐0998.13746 · DOI
  49. 10.1002/eap.2561 · DOI
  50. 10.1038/s41598‐019‐48546‐x · DOI
  51. 10.1371/journal.pone.0177643 · DOI
  52. 10.3390/d9040054 · DOI
  53. 10.1128/AEM.01043‐13 · DOI
  54. 10.1038/s41598‐017‐17333‐x · DOI
  55. 10.1002/edn3.88 · DOI
  56. 10.1002/edn3.177 · DOI
  57. 10.1186/1742‐9994‐10‐34 · DOI
  58. Linhart C., 2002, The degenerate primer design problem, 172
  59. 10.1016/j.ecolind.2023.111014 · DOI
  60. 10.3389/fevo.2021.626752 · DOI
  61. 10.1038/s41598‐021‐90598‐5 · DOI
  62. 10.3897/mbmg.7.103856 · DOI
  63. 10.1093/bioinformatics/btr507 · DOI · Paper page
  64. Maracle S. R., 2024, Nearshore fish diversity changes with sampling method and human disturbance: Comparing Edna Metabarcoding and seine netting along the upper St. Lawrence River, 102317
  65. Marbek, 2023, Assessing the economic value of protecting the Great Lakes ecosystems
  66. 10.1038/s41598‐023‐47462‐5 · DOI
  67. 10.1111/ddi.13142 · DOI
  68. 10.1111/1755‐0998.13430 · DOI
  69. 10.1093/plankt/fbp061 · DOI
  70. 10.1371/journal.pcbi.1003531 · DOI
  71. 10.1371/journal.pone.0217084 · DOI
  72. 10.1186/1471‐2164‐9‐214 · DOI
  73. 10.1098/rsos.150088 · DOI
  74. 10.1007/s12562‐020‐01461‐x · DOI
  75. 10.1093/biolinnean/blad106 · DOI
  76. 10.1371/journal.pone.0200177 · DOI
  77. R Core Team, 2022, R: a language and environment for statistical computing
  78. 10.1111/j.1471‐8286.2007.01678.x · DOI · Paper page
  79. 10.1111/brv.12480 · DOI · Paper page
  80. 10.1139/f96‐068 · DOI
  81. 10.7717/peerj.2584 · DOI
  82. 10.1002/aqc.3514 · DOI
  83. 10.1007/s10530‐017‐1532‐z · DOI
  84. 10.1111/1365‐2664.13592 · DOI
  85. 10.1093/molbev/msy074 · DOI
  86. 10.1002/ece3.8239 · DOI
  87. 10.1371/journal.pone.0090234 · DOI
  88. 10.1016/j.ecolind.2019.01.010 · DOI
  89. 10.1038/s41598‐017‐12501‐5 · DOI
  90. 10.1002/edn3.189 · DOI
  91. 10.1186/s12862-017-1070-4 · DOI
  92. 10.1002/ece3.6362 · DOI
  93. 10.1371/journal.pone.0114329 · DOI
  94. 10.3390/biology11091277 · DOI
  95. 10.1111/mec.13428 · DOI
  96. 10.1002/edn3.10 · DOI
  97. 10.1098/rstb.2005.1716 · DOI
  98. 10.1016/j.scitotenv.2019.04.247 · DOI
  99. 10.1111/j.2041‐210X.2012.00198.x@10.1111/(ISSN)1365‐2435.ECOLOGYCHINA · DOI
  100. 10.3389/fmars.2018.00322 · DOI
  101. 10.1111/2041‐210X.12037 · DOI
  102. 10.1002/edn3.499 · DOI

Metadata

Authors
Tournayre, O., Tian, H., Lougheed, D. R., Windle, M. J. S., Lambert, S., Carter, J., Sun, Z., Ridal, J., Wang, Y., Cumming, B. F., Arnott, S. E., & Lougheed, S. C.
Affiliations
  • York University (CA)
  • Queen's University (CA)
  • McGill University (CA)
  • St. Lawrence River Institute of Environmental Sciences (CA)
  • Parks Canada (CA)
  • Brockville Aquatarium Brockville Ontario Canada
Corresponding author
Tournayre, Orianne
Venue
Environmental DNA
Publisher
Wiley
Published
2024-07
Volume
6
Issue
4
ISSN
2637-4943 (ISSN-L)
OpenAlex
W4400926086
Cited by
13
References
5
Citations by year
2026: 3 · 2025: 7 · 2024: 3
FWCI
3.55
Type
journal article
Language
en
Open access
Locations
  • Environmental DNA (publishedVersion, cc-by-nc)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Queen's University
  • Natural Sciences and Engineering Research Council of Canada
  • Social Sciences and Humanities Research Council of Canada
Topics
  • Physical Sciences › Environmental Science › Ecology › Environmental DNA in Biodiversity Studies
  • Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Invertebrate Taxonomy and Ecology
  • Physical Sciences › Environmental Science › Ecology › Microbial Community Ecology and Physiology
Keywords
eDNA metabarcoding, primer selection, snipe, mock communities, biodiversity monitoring, aquatic biodiversity, species detection, freshwater conservation

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