Evidence map›Paper›PMID 41565595›Full record

ArticleThe plant genome2026

Genome-wide association and haplotype analyses reveal genetic architecture of seed dormancy in grain sorghum with implications for preharvest sprouting tolerance.

Yusa Ichinose, Dinesh Kumar Saini, Juliana M Espíndola Lima, Gunvant B Patil, Impa Somayanda, S V Krishna Jagadish

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.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yusa IchinoseDepartment of Plant and Soil Science, Texas Tech University, Lubbock, Texas, USA.ORCID https://orcid.org/0009-0009-1839-1517
Dinesh Kumar SainiDepartment of Plant and Soil Science, Texas Tech University, Lubbock, Texas, USA.ORCID https://orcid.org/0000-0002-6347-6183
Juliana M Espíndola LimaDepartment of Plant and Soil Science, Texas Tech University, Lubbock, Texas, USA.ORCID https://orcid.org/0000-0003-3932-6051
Gunvant B PatilInstitute of Genomics for Crop Abiotic Stress Tolerance, Department of Plant and Soil Science, Texas Tech University, Lubbock, Texas, USA.ORCID https://orcid.org/0000-0002-5420-9884
Impa SomayandaDepartment of Plant and Soil Science, Texas Tech University, Lubbock, Texas, USA.ORCID https://orcid.org/0000-0003-4466-9120
S V Krishna JagadishDepartment of Plant and Soil Science, Texas Tech University, Lubbock, Texas, USA.ORCID https://orcid.org/0000-0002-1501-0960

Funding

United Sorghum Checkoff Program
6 · The paper itself

Abstract

Preharvest sprouting (PHS), triggered primarily by wet or humid conditions at maturity and further influenced by temperature, causes premature grain germination in sorghum (Sorghum bicolor (L.) Moench), reducing yield and grain quality. To elucidate the genetic architecture of seed dormancy and germination responses related to PHS tolerance, 172 genetically diverse Sorghum Association Panel accessions were evaluated under controlled conditions across two years. Germination index (GI) and arcsine-transformed germination percentage (ArcG%) were used to characterize dormancy-related variation. Genome-wide association studies based on ∼4.8 million high-quality single-nucleotide polymorphisms identified 99 quantitative trait loci (QTLs) for GI and ArcG%, several of which were stable across datasets. Notably, clusters of ArcG%-associated QTL on chromosomes Sb4 and Sb5 represented major genetic hotspots enriched for dormancy-related variation. Haplotype analysis refined these QTLs into 36 blocks, with 15 showing significant phenotypic differentiation. Favorable haplotypes consistently associated with lower GI or ArcG% indicated stronger dormancy and reduced germination under sprouting-inducing conditions. Candidate-gene mining within these regions identified 29 genes, of which 11 were prioritized for their functional similarity to known dormancy and sprouting regulators. Gene-based haplotype analysis highlighted seven strong candidates, each showing a robust association with dormancy-related traits. Several QTLs also colocalized with known sorghum dormancy genes (e.g., SbVP1, SbABI1, SbGA2ox1, SbPKABA1) and orthologs of cereal dormancy regulators (e.g., TaAFP, TaMYB10, TaPYL5, Sdr4, ABI5), suggesting conserved mechanisms across cereals. Collectively, these findings identify key genomic regions, favorable haplotypes, and high-priority candidate genes associated with seed dormancy and germination response, providing valuable genomic resources for breeding sorghum cultivars with improved PHS tolerance.

Indexed as

GerminationHaplotypesPlant DormancySorghumEdible GrainGenome-Wide Association StudyPolymorphism, Single NucleotideQuantitative Trait LociSeeds

Identifiers

PMID41565595
PMCPMC12825028

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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.