Evidence map›Paper›PMID 26818626›Full record

ArticleMolecular ecology2016

BsRADseq: screening DNA methylation in natural populations of non-model species.

Emiliano Trucchi, Anna B Mazzarella, Gregor D Gilfillan, Maria T Lorenzo, Peter Schönswetter, Ovidiu Paun

Open access · hybridAbstract read
In one paragraph

Article in Molecular ecology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed
8.9field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

40 citing papers in PubMed, 110 citations in OpenAlex.

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  9. Exploitation of epigenetic variation of crop wild relatives for crop improvement and agrobiodiversity preservation.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022
    Review
  10. Article
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  12. Article
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  14. Population Genomics Analysis with RAD, Reprised: Stacks 2.Methods in molecular biology (Clifton, N.J.) · 2022
    Article
  15. Review
  16. Will epigenetics be a key player in crop breeding?Frontiers in plant science · 2022
    Review
  17. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 2 countries.

Emiliano TrucchiDepartment of Botany and Biodiversity Research, University of Vienna, Rennweg 14, 1030, Vienna, Austria.
Anna B MazzarellaDepartment of Biosciences, Centre for Ecological and Evolutionary Synthesis, University of Oslo, PO Box 1066 Blindern, N-0316, Oslo, Norway.
Gregor D GilfillanDepartment of Medical Genetics, Oslo University Hospital, PO Box 4590 Nydalen, N-0420, Oslo, Norway.
Maria T LorenzoDepartment of Botany and Biodiversity Research, University of Vienna, Rennweg 14, 1030, Vienna, Austria.
Peter SchönswetterInstitute of Botany, University of Innsbruck, Sternwartestrasse 15, A-6020, Innsbruck, Austria.
Ovidiu PaunDepartment of Botany and Biodiversity Research, University of Vienna, Rennweg 14, 1030, Vienna, Austria.
University of Vienna · ATOslo University Hospital · NOUniversität Innsbruck · ATUniversity of Oslo · NO

Funding

Austrian Science Fund FWF Y 661
6 · The paper itself

Abstract

Epigenetic modifications are expected to occur at a much faster rate than genetic mutations, potentially causing isolated populations to stochastically drift apart, or if they are subjected to different selective regimes, to directionally diverge. A high level of genome-wide epigenetic divergence between individuals occupying distinct habitats is therefore predicted. Here, we introduce bisulfite-converted restriction site associated DNA sequencing (bsRADseq), an approach to quantify the level of DNA methylation differentiation across multiple individuals. This reduced representation method is flexible in the extent of DNA sequence interrogated. We showcase its applicability in three natural systems, each comprising individuals adapted to divergent environments: a diploid plant (Heliosperma, Caryophyllaceae), a tetraploid plant (Dactylorhiza, Orchidaceae) and an animal (Gasterosteusaculeatus, Gasterosteidae). We present a robust bioinformatic pipeline, combining tools for RAD locus assembly, SNP calling, bisulfite-converted read mapping and DNA methylation calling to analyse bsRADseq data with or without a reference genome. Importantly, our approach accurately distinguishes between SNPs and methylation polymorphism (SMPs). Although DNA methylation frequency between different positions of a genome varies widely, we find a surprisingly high consistency in the methylation profile between individuals thriving in divergent ecological conditions, particularly in Heliosperma. This constitutive stability points to significant molecular or developmental constraints acting on DNA methylation variation. Altogether, by combining the flexibility of RADseq with the accuracy of bisulfite sequencing in quantifying DNA methylation, the bsRADseq methodology and our bioinformatic pipeline open up the opportunity for genome-wide epigenetic investigations of evolutionary and ecological relevance in non-model species, independent of their genomic features.

Indexed as

DNA MethylationEpigenesis, GeneticGenetics, PopulationAnimalsCaryophyllaceaeComputational BiologyGenomeOrchidaceaePolymorphism, Single NucleotideSequence Analysis, DNASmegmamorphabisulfite sequencingbsRADseqDNA methylationpopulation epigeneticsRADseq

Identifiers

PMID26818626
PMCPMC4949719
OpenAlexW2344301702

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.