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Estimating species colonization dates using DNA in lake sediment
Umeå University, Faculty of Science and Technology, Department of Ecology and Environmental Sciences.
Umeå University, Faculty of Science and Technology, Department of Ecology and Environmental Sciences.
Umeå University, Faculty of Science and Technology, Department of Ecology and Environmental Sciences.
Umeå University, Faculty of Science and Technology, Department of Ecology and Environmental Sciences.
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2018 (English)In: Methods in Ecology and Evolution, E-ISSN 2041-210X, Vol. 9, no 3, p. 535-543Article in journal (Refereed) Published
Abstract [en]
  1. Detection of DNA in lake sediments holds promise as a tool to study processes like extinction, colonization, adaptation and evolutionary divergence. However, low concentrations make sediment DNA difficult to detect, leading to high false negative rates. Additionally, contamination could potentially lead to high false positive rates. Careful laboratory procedures can reduce false positive and negative rates, but should not be assumed to completely eliminate them. Therefore, methods are needed that identify potential false positive and negative results, and use this information to judge the plausibility of different interpretations of DNA data from natural archives.
  2. We developed a Bayesian algorithm to infer the colonization history of a species using records of DNA from lake-sediment cores, explicitly labelling some observations as false positive or false negative. We illustrate the method by analysing DNA of whitefish (Coregonus lavaretus L.) from sediment cores covering the past 10,000 years from two central Swedish lakes. We provide the algorithm as an R-script, and the data from this study as example input files.
  3. In one lake, Stora Lögdasjön, where connectivity with the proto-Baltic Sea and the degree of whitefish ecotype differentiation suggested colonization immediately after deglaciation, DNA was indeed successfully recovered and amplified throughout the post-glacial sediment. For this lake, we found no loss of detection probability over time, but a high false negative rate. In the other lake, Hotagen, where connectivity and ecotype differentiation suggested colonization long after deglaciation, DNA was amplified only in the upper part of the sediment, and colonization was estimated at 2,200 bp based on the assumption that successful amplicons represent whitefish presence. Here the earliest amplification represents a false positive with a posterior probability of 41%, which increases the uncertainty in the estimated time of colonization.
  4. Complementing careful laboratory procedures aimed at preventing contamination, our method estimates contamination rates from the data. By combining these results with estimates of false negative rates, our models facilitate unbiased interpretation of data from natural DNA archives.
Place, publisher, year, edition, pages
British Ecological Society, 2018. Vol. 9, no 3, p. 535-543
Keywords [en]
ancient DNA, colonization, Coregonus lavaretus, detection probability, divergence, environmental DNA, lake sediment, population age
National Category
Environmental Sciences
Identifiers
URN: urn:nbn:se:umu:diva-143248DOI: 10.1111/2041-210X.12890ISI: 000426867600010Scopus ID: 2-s2.0-85030156606OAI: oai:DiVA.org:umu-143248DiVA, id: diva2:1167920
Funder
Swedish Research Council, 2013-5110Available from: 2017-12-19 Created: 2017-12-19 Last updated: 2024-05-20Bibliographically approved
In thesis
1. Using environmental DNA to unravel aquatic ecosystem dynamics
Open this publication in new window or tab >>Using environmental DNA to unravel aquatic ecosystem dynamics
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Human-induced climate change has led to unprecedented declines in Earth's biodiversity and significant habitat loss. Aquatic ecosystems areespecially at risk, facing pollution, overexploitation, and destruction. Consequently, monitoring biodiversity is critical. Traditional monitoring methods are often low in detection rates, time-consuming, invasive, and harmful to species, which hampers comprehensive biodiversity assessments. Environmental DNA (eDNA) offers a rapid alternative fortaxonomic identification, extracting genetic material from soil, sediments, or water without capturing living organisms, proving useful where traditional methods fall short. However, its integration into aquatic ecology is hampered by unresolved methodological issues.

This thesis demonstrates how eDNA can help reconstruct fish colonization histories in lakes post-glacial retreat. I employed species-specific primers with digital droplet PCR and metagenomic shotgun sequencing on ancient DNA from Holocene lake sediments. My findings show the detectability of DNA from ancient fish populations. However, each method exhibited technical limitations that led to varying degrees offalse negatives and false positive results. Additionally, I examined how Northern pike (Esox Lucius) affects ecological speciation in Europeanwhitefish (Coregonus lavaretus), promoting a shift from insectivorous to piscivorous states, enhancing predator biodiversity and biomass. Dietan alyses of piscivorous birds through digital droplet PCR revealed that smaller whitefish support a larger, more diverse bird community. Finally, I compared two molecular techniques for quantifying bird diets from fecal DNA, finding that metabarcoding with a universal fish primer and digital droplet PCR yielded similar results. This research enhances ourunderstanding of the potential and limitations of molecular tools forspecies identification and aids the integration of eDNA into aquatic ecology.

Place, publisher, year, edition, pages
Umeå: Umeå University, 2024. p. 24
Keywords
Environmental DNA, ancient DNA, colonization, apex predator, pike, whitefish, piscivorous birds, aquatic ecosystems, metabarcoding, digital droplet PCR
National Category
Ecology
Research subject
biology
Identifiers
urn:nbn:se:umu:diva-224501 (URN)978-91-8070-412-0 (ISBN)978-91-8070-413-7 (ISBN)
Public defence
2024-06-14, KBE303, Stora Hörsalen, KBC-huset, Umeå, 13:00 (English)
Opponent
Supervisors
Available from: 2024-05-24 Created: 2024-05-20 Last updated: 2024-05-21Bibliographically approved

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Olajos, FredrikBokma, FolmerBartels, PiaMyrstener, ErikRydberg, JohanÖhlund, GunnarBindler, RichardWang, Xiao-RuZale, RolfEnglund, Göran

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Olajos, FredrikBokma, FolmerBartels, PiaMyrstener, ErikRydberg, JohanÖhlund, GunnarBindler, RichardWang, Xiao-RuZale, RolfEnglund, Göran
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