Evidence map›Paper›PMID 42811592›Full record

ArticleThe plant genome2026

Development and deployment of a public mid-density genotyping panel for crimson clover (Trifolium incarnatum L.) based on whole-genome re-sequencing of diverse germplasm.

Mark Philip Castillo, Oluwaseye Gideon Oyebode, Jayson Talag, Victoria Bunting, Navneet Kaur, Paul Doran, Kerrie Barry, Dario Competti, Jeremy Schmutz, Brandon Schlautman and 6 more

Abstract read
In one paragraph

Article in The plant genome, 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

16 authors.

Mark Philip CastilloDepartment of Crop, Soils and Environmental Sciences, Auburn University, Auburn, Alabama, USA.ORCID https://orcid.org/0000-0002-6686-8211
Oluwaseye Gideon OyebodeDepartment of Crop, Soils and Environmental Sciences, Auburn University, Auburn, Alabama, USA.
Jayson TalagArizona Genomics Institute, School of Plant Sciences, College of Agriculture and Life Sciences, University of Arizona, Tucson, Arizona, USA.
Victoria BuntingArizona Genomics Institute, School of Plant Sciences, College of Agriculture and Life Sciences, University of Arizona, Tucson, Arizona, USA.
Navneet KaurUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA.
Paul DoranTwist Bioscience, South San Francisco, California, USA.
Kerrie BarryUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA.
Dario CompettiArizona Genomics Institute, School of Plant Sciences, College of Agriculture and Life Sciences, University of Arizona, Tucson, Arizona, USA.
Jeremy SchmutzHudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA.
Brandon SchlautmanThe Land Institute, Salina, Kansas, USA.
Alan HumphriesSouth Australian Research and Development Institute, Adelaide, South Australia, Australia.
Kioumars GhamkharNew Zealand (NZ) Bioeconomy Science Institute-AgResearch Group, Grasslands Research Centre, Palmerston North, New Zealand.
Virginia MoorePlant Breeding & Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, New York, USA.
Esteban RiosDepartment of Agronomy, University of Florida, Gainesville, Florida, USA.ORCID https://orcid.org/0000-0003-3389-7195
Alex HarkessHudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA.
Marnin WolfeDepartment of Crop, Soils and Environmental Sciences, Auburn University, Auburn, Alabama, USA.

Funding

National Science Foundation, Integrative Organismal Systems, Plant Genome Research 2239530U.S. Department of Agriculture, National Institute of Food and Agriculture, AFRI Competitive Grant: 2023-67014-39449U.S. Department of Energy DE-AC02-05CH11231
6 · The paper itself

Abstract

Crimson clover (Trifolium incarnatum L.) is an obligately outcrossing, cool-season annual legume valued for forage and cover cropping, yet genomic resources to support systematic improvement are limited. We performed the first whole-genome re-sequencing of global crimson clover germplasm to (i) develop a public mid-density enrichment capture panel for breeding applications and (ii) characterized genetic diversity among the sampled genotypes to validate the representativeness of the germplasm for panel design. From 45 crimson clover accessions, we sequenced 194 genotypes: 45 at ∼50X, generating 5.84 million variants and 149 at ∼2.54X, yielding 17.05 million variants. After filtering, we retained 542,790 high-confidence single-nucleotide polymorphisms (SNPs) from the high-coverage dataset and ∼2.4 million from the low-pass cohort, respectively. From these resources, we designed a 28,867-SNP Twist hybrid-capture panel enriched for genic regions and evenly distributed across seven chromosomes. This panel is being deployed within Auburn University's crimson clover breeding program to support population improvement and cultivar development. Genetic diversity analyses (principal component analysis, ADMIXTURE) revealed compact clustering of cultivars, broader dispersion of wild and uncertain-status accessions, and low overall differentiation (fixation index [FST] = 0.0105) with excess heterozygosity (inbreeding coefficient [FIS] = -0.0592), consistent with a high level of outcrossing. The resulting genomic resources provide a reproducible, mid-density genotyping platform for trait discovery, predictive breeding, and diversity monitoring. Together, these advances bring crimson clover genomic resources on par with other legumes such as soybean (Glycine max L. Merr.) and alfalfa (Medicago sativa L.), establishing a robust foundation for genomics-assisted improvement of this key cover and forage crop in US sustainable agriculture.

Indexed as

Genome, PlantGenotyping TechniquesTrifoliumGenetic VariationGenotypePlant BreedingPolymorphism, Single NucleotideWhole Genome Sequencing

Identifiers

PMID42811592
PMCPMC13624372

What OpenQuestion holds

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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.