Evidence map›Paper›PMID 41826708›Full record

ReviewTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2026

Accessing crop genetic diversity via pangenomics.

Tessa R MacNish, Venkataramana Kopalli, Silvia F Zanini, Rod J Snowdon, Agnieszka A Golicz, David Edwards

Abstract readReview
In one paragraph

Review in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Structural Variation and Its Roles in Plant Genomes.Plants (Basel, Switzerland) · 2026
    Review
  2. Review
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.

Tessa R MacNishSchool of Biological Sciences, The University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0009-0008-8985-7348
Venkataramana KopalliDepartment of Agrobioinformatics, IFZ Research Centre for Biosystems, Land Use and Nutrition, Justus Liebig University, Giessen, 35392, Giessen, Germany.ORCID http://orcid.org/0009-0000-1614-623X
Silvia F ZaniniDepartment of Agrobioinformatics, IFZ Research Centre for Biosystems, Land Use and Nutrition, Justus Liebig University, Giessen, 35392, Giessen, Germany.ORCID http://orcid.org/0000-0002-9137-8783
Rod J SnowdonDepartment of Plant Breeding, IFZ Research Centre for Biosystems, Land Use and Nutrition, Justus Liebig University, Giessen, 35392, Giessen, Germany.ORCID http://orcid.org/0000-0001-5577-7616
Agnieszka A GoliczDepartment of Agrobioinformatics, IFZ Research Centre for Biosystems, Land Use and Nutrition, Justus Liebig University, Giessen, 35392, Giessen, Germany.ORCID http://orcid.org/0000-0002-9711-4826
David EdwardsSchool of Biological Sciences, The University of Western Australia, Perth, WA, 6009, Australia. dave.edwards@uwa.edu.au.ORCID http://orcid.org/0000-0001-7599-6760

Funding

Australian Research Council LP230100351
6 · The paper itself

Abstract

With the increasing accuracy and decreasing cost of sequencing technology, the extent of structural variation (SV) and its importance in crop species has become increasingly evident. SVs such as insertions, deletions, and inversions have been associated with genetic variation of agronomically important traits and the diversification of crop species. Pangenomes aim to capture the genetic diversity of a species, population or genus, by incorporating the genomes of multiple individuals. The additional genetic diversity represented by a pangenome compared to a single-genome reference can aid the association of variation with traits and support crop improvement. Genus-wide pangenomes representing related crop species as well as their wild relatives can be used to identify and introduce novel genetic variation associated with agronomically important traits into crops. Pangenomes can aid crop improvement through pangenome assisted breeding (PAB) and genome editing. PAB is an adaption of marker assisted breeding that associates pangenome-based markers, including single nucleotide polymorphisms (SNPs) and SVs, with a trait of interest. Genome editing can use CRISPR/cas9 or similar tools to introduce or change the expression of agronomically important SVs. Pan-epigenomics is an emerging field that can complement pangenomics studies by identifying epigenetic modifications such as DNA methylation, histone modifications, and chromatin accessibility, which play important roles in regulating gene expression and have been shown to contribute to intraspecific diversity and agronomically important traits. We highlight the advances of crop pangenomics and their use in crop breeding and improvement.

Indexed as

Crops, AgriculturalGenetic VariationGenome, PlantGenomicsPlant BreedingGene EditingPolymorphism, Single Nucleotide

Identifiers

PMID41826708
PMCPMC12987917

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.