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The topological nature of tag jumping in environmental DNA metabarcoding studies
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för ekologi, miljö och geovetenskap.
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för ekologi, miljö och geovetenskap.ORCID-id: 0000-0001-8814-0013
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för ekologi, miljö och geovetenskap.ORCID-id: 0000-0001-6495-8267
Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden; Centre for Palaeogenetics, Svante Arrhenius väg 20C, Stockholm, Sweden.
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2023 (Engelska)Ingår i: Molecular Ecology Resources, ISSN 1755-098X, E-ISSN 1755-0998, Vol. 23, nr 3, s. 621-631Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Metabarcoding of environmental DNA constitutes a state-of-the-art tool for environmental studies. One fundamental principle implicit in most metabarcoding studies is that individual sample amplicons can still be identified after being pooled with others—based on their unique combinations of tags—during the so-called demultiplexing step that follows sequencing. Nevertheless, it has been recognized that tags can sometimes be changed (i.e., tag jumping), which ultimately leads to sample crosstalk. Here, using four DNA metabarcoding data sets derived from the analysis of soils and sediments, we show that tag jumping follows very specific and systematic patterns. Specifically, we find a strong correlation between the number of reads in blank samples and their topological position in the tag matrix (described by vertical and horizontal vectors). This observed spatial pattern of artefactual sequences could be explained by polymerase activity, which leads to the exchange of the 3′ tag of single stranded tagged sequences through the formation of heteroduplexes with mixed barcodes. Importantly, tag jumping substantially distorted our data sets—despite our use of methods suggested to minimize this error. We developed a topological model to estimate the noise based on the counts in our blanks, which suggested that 40%–80% of the taxa in our soil and sedimentary samples were likely false positives introduced through tag jumping. We highlight that the amount of false positive detections caused by tag jumping strongly biased our community analyses.

Ort, förlag, år, upplaga, sidor
John Wiley & Sons, 2023. Vol. 23, nr 3, s. 621-631
Nyckelord [en]
a-DNA, detection limits, e-DNA, false positive, index hopping, sample crosstalk
Nationell ämneskategori
Ekologi
Identifikatorer
URN: urn:nbn:se:umu:diva-203577DOI: 10.1111/1755-0998.13745ISI: 000908019900001PubMedID: 36479848Scopus ID: 2-s2.0-85145725694OAI: oai:DiVA.org:umu-203577DiVA, id: diva2:1728713
Forskningsfinansiär
Vetenskapsrådet, 2017- 04548Tillgänglig från: 2023-01-19 Skapad: 2023-01-19 Senast uppdaterad: 2024-09-16Bibliografiskt granskad
Ingår i avhandling
1. Global worming: an attempt to reconstruct earthworm paleohistory with eDNA
Öppna denna publikation i ny flik eller fönster >>Global worming: an attempt to reconstruct earthworm paleohistory with eDNA
2024 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Earthworms are soft tissue organisms that rarely leave fossils that can be used to identify species. Absence of fossils makes the natural history of earthworm species in post-glacial landscapes of Fennoscandia largely unknown. Analyses of environmental DNA (eDNA) preserved in natural archives such as lake sediments and buried soil layers (paleosols) may offer an opportunity to assess the composition of past earthworm communities. In this thesis, I explore the use of metabarcoding as an analytical method to detect DNA from earthworms that lived in past European environments. I aimed at extracting DNA from various forms of paleosols in Europe and lake sediments, but earthworm DNA is rare in these deposits and amplifying DNA from this group of soil fauna was largely unsuccessful. However, during the scientific progression of my work, I discovered that metabarcoding-based studies are sensitive to ‘tag jumping’, which is a process where sample specific labels (tags) added to sequences for identification of individual samples ‘jump’, resulting in crosstalk between samples. My results suggest that tag jumping i) is mediated by the formation of heteroduplexes (DNA with two strands from different samples), ii) affects interpretations of eDNA studies by adding species to samples where they were not originally present, and iii) makes eDNA assemblages more similar. Importantly, my results also highlight that metabarcoding can generate powerful and trustworthy reconstructions of past environments if conducted with protocols that remove the influence of tag jumps. Reconstructions of terrestrial organisms from eDNA in sediments are also enhanced by erosion events that amplify DNA signals of landliving organisms. I conclude that earthworm DNA is difficult to detect in natural archives using current metabarcoding techniques and that tag jumping, a problem rarely discussed in metabarcoding studies, constitutes a concern in parity with direct sample contamination. 

Ort, förlag, år, upplaga, sidor
Umeå: Umeå University, 2024. s. 30
Nationell ämneskategori
Miljövetenskap
Forskningsämne
miljövetenskap
Identifikatorer
urn:nbn:se:umu:diva-229669 (URN)978-91-8070-494-6 (ISBN)978-91-8070-493-9 (ISBN)
Disputation
2024-10-11, Hörsal KBE 303, KBC-huset, Umeå, 09:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2024-09-20 Skapad: 2024-09-16 Senast uppdaterad: 2024-09-17Bibliografiskt granskad

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Rodriguez-Martinez, SaulKlaminder, JonatanMorlock, Marina A.Huang, Doreen Yu-Tuan

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