Evidence map›Paper›PMID 41882066›Full record

ArticleCommunications biology2026

DNA-based identification of plants and the genomic nature of plant species differences.

Wu Huang, De-Zhu Li, Alexandre Antonelli, Christine D Bacon, Lian-Ming Gao, Catherine Kidner, R Toby Pennington, Douglas E Soltis, Pamela Soltis, Jeannine Cavender-Bares and 26 more

Abstract read
In one paragraph

Article in Communications biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

36 authors.

Wu HuangRoyal Botanic Garden Edinburgh, Edinburgh, UK. whuang@rbge.org.uk.ORCID http://orcid.org/0000-0002-5015-7167
De-Zhu LiGermplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China.ORCID http://orcid.org/0000-0002-4990-724X
Alexandre AntonelliRoyal Botanic Gardens, Kew, Surrey, UK.ORCID http://orcid.org/0000-0003-1842-9297
Christine D BaconGothenburg Global Biodiversity Centre, Department of Biological and Environmental Sciences, University of Gothenburg, Göteborg, Sweden.
Lian-Ming GaoGermplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China.ORCID http://orcid.org/0000-0001-9047-2658
Catherine KidnerRoyal Botanic Garden Edinburgh, Edinburgh, UK.ORCID http://orcid.org/0000-0001-6426-3000
R Toby PenningtonRoyal Botanic Garden Edinburgh, Edinburgh, UK.
Douglas E SoltisFlorida Museum of Natural History, University of Florida, Gainesville, FL, USA.ORCID http://orcid.org/0000-0001-8638-4137
Pamela SoltisFlorida Museum of Natural History, University of Florida, Gainesville, FL, USA.ORCID http://orcid.org/0000-0001-9310-8659
Jeannine Cavender-BaresHarvard University Herbaria, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-3375-9630
Camille ChristeConservatoire et Jardin botaniques de Genève, Pregny-Chambésy, Switzerland.
Kyle G DexterRoyal Botanic Garden Edinburgh, Edinburgh, UK.ORCID http://orcid.org/0000-0001-9232-5221
Yanqian DingRoyal Botanic Garden Edinburgh, Edinburgh, UK.
Mario Durán-CastilloInstitute of Ecology and Evolution, School of Biological Sciences, University of Edinburgh, Edinburgh, UK.
Mario Fernández-MazuecosDepartment of Biodiversity and Conservation, Real Jardín Botánico (RJB), CSIC, Madrid, Spain.ORCID http://orcid.org/0000-0003-4027-6477
Elliot M GardnerDepartment of Biology, Case Western Reserve University, Cleveland, OH, USA.
Morgan R GostelBotanical Research Institute of Texas, Fort Worth, TX, USA.
Margarita HernandezDepartment of Anthropology, Penn State University, State College, PA, USA.ORCID http://orcid.org/0000-0001-6522-6455
Andrew L HippHerbarium and Center for Tree Science, The Morton Arboretum, Lisle, IL, USA.ORCID http://orcid.org/0000-0002-1241-9904
Johanna R JantzenFlorida Museum of Natural History, University of Florida, Gainesville, FL, USA.
Jacob B LandisSchool of Integrative Plant Science, Section of Plant Biology and the L.H. Bailey Hortorium, Cornell University, Ithaca, NY, USA.ORCID http://orcid.org/0000-0002-5631-5365
Xiu-Qun LiuKey Laboratory of Horticultural Plant Biology (Ministry of Education), College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan, China.
Andre A NaranjoInternational Center for Tropical Botany, Institute of Environment, Florida International University, Miami, FL, USA.ORCID http://orcid.org/0000-0002-9331-6332
James NichollsRoyal Botanic Garden Edinburgh, Edinburgh, UK.ORCID http://orcid.org/0000-0002-9325-563X
Han-Tao QinGermplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China.
Jeffrey P RoseDepartment of Botany, University of Wisconsin-Madison, Madison, WI, USA.
Nicolas SalaminDepartment of Computational Biology, Quartier Centre, University of Lausanne, Lausanne, Switzerland.ORCID http://orcid.org/0000-0002-3963-4954
Rowan SchleyDepartment of Geography, University of Exeter, Exeter, UK.
Philipp M SchlüterInstitute of Biology, University of Hohenheim, Stuttgart, Germany.ORCID http://orcid.org/0000-0002-6057-0908
Jessica D StephensBiology Department, Westfield State University, Westfield, MA, USA.
Matthew A StreisfeldInstitute of Ecology and Evolution, University of Oregon, Eugene, OR, USA.
Natascha D WagnerDepartment of Systematics, Biodiversity and Evolution of Plants (with Herbarium), University of Goettingen, Göttingen, Germany.ORCID http://orcid.org/0000-0001-6623-7623
Xiao-Quan WangState Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0000-0003-3978-0828
Qiu-Yun Jenny XiangDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, USA.ORCID http://orcid.org/0000-0002-9016-0678
Alex D TwyfordRoyal Botanic Garden Edinburgh, Edinburgh, UK. Alex.Twyford@ed.ac.uk.ORCID http://orcid.org/0000-0002-8746-6617
Peter M HollingsworthRoyal Botanic Garden Edinburgh, Edinburgh, UK. phollingsworth@rbge.org.uk.ORCID http://orcid.org/0000-0003-0602-0654

Funding

Wellcome Trust 218328
6 · The paper itself

Abstract

Telling species apart using DNA sequence data plays a key role in understanding, monitoring, and managing biodiversity. However, plant species discrimination is often difficult due to the complex nature of plant species boundaries. To inform future strategies for DNA-based identification of plants using the nuclear genome and to gain fundamental insights into the genomic nature of differences between plant species, we conducted a large-scale analysis mining data from 151 studies. Of the 1713 multiple-sampled species evaluated, 1202 resolved as monophyletic (70.2%). We then assessed the density of species-specific SNPs (SSSNPs) in the DNA sequence data - of the 462 species from 27 genera assessed in detail, there was a median density of 193 SSSNPs per Mb and 412 species (89.2%) had at least one SSSNP. Randomly sub-sampling the SNP data showed an asymptote in species discrimination with around 3000 randomly selected SNPs. Finally, we undertook a resampling of 6 target-capture datasets and showed that 1-9 pre-selected loci provided equivalent levels of species discrimination compared to hundreds of nuclear loci. These findings provide an important quantitative assessment of the genomic nature of differences between plant species and provide foundations for the development of enhanced approaches for high-resolution DNA-based plant species discrimination.

Indexed as

DNA, PlantGenome, PlantPlantsGenomicsPhylogenyPolymorphism, Single NucleotideSpecies SpecificityDNA, Plant

Identifiers

PMID41882066
PMCPMC13183946

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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.