Evidence map›Paper›PMID 35141762›Full record

ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2022

Haplotype mapping uncovers unexplored variation in wild and domesticated soybean at the major protein locus cqProt-003.

Jacob I Marsh, Haifei Hu, Jakob Petereit, Philipp E Bayer, Babu Valliyodan, Jacqueline Batley, Henry T Nguyen, David Edwards

Open access · hybridAbstract read
In one paragraph

Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
5.5field-weighted citation impact, top 5% 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

17 citing papers in PubMed, 28 citations in OpenAlex.

  1. Article
  2. Review
  3. Local Haplotyping Analysis for Flowering Time in Soybean Using Crosshap.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  4. Genome-Wide Association Study: A Soybean Example.Methods in molecular biology (Clifton, N.J.) · 2026
    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

8 authors at 3 institutions in 2 countries.

Jacob I MarshSchool of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0003-3734-2023
Haifei HuSchool of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0003-1070-213X
Jakob PetereitSchool of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0003-2159-0380
Philipp E BayerSchool of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0001-8530-3067
Babu ValliyodanDepartment of Agriculture and Environmental Sciences, Lincoln University, Jefferson City, MO, 65101, USA.ORCID http://orcid.org/0000-0001-9457-9508
Jacqueline BatleySchool of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0002-5391-5824
Henry T NguyenDivision of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA.ORCID http://orcid.org/0000-0002-7597-1800
David EdwardsSchool of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA, 6009, Australia. dave.edwards@uwa.edu.au.ORCID http://orcid.org/0000-0001-7599-6760
The University of Western Australia · AULincoln University - Missouri · USUniversity of Missouri · US

Funding

Australian Research Council DE210100398Australian Research Council DP200100762Australian Research Council DP210100296Australian Research Council LP160100030
6 · The paper itself

Abstract

key messageThe major soy protein QTL, cqProt-003, was analysed for haplotype diversity and global distribution, and results indicate 304 bp deletion and variable tandem repeats in protein coding regions are likely causal candidates. Here, we present association and linkage analysis of 985 wild, landrace and cultivar soybean accessions in a pan genomic dataset to characterize the major high-protein/low-oil associated locus cqProt-003 located on chromosome 20. A significant trait-associated region within a 173 kb linkage block was identified, and variants in the region were characterized, identifying 34 high confidence SNPs, 4 insertions, 1 deletion and a larger 304 bp structural variant in the high-protein haplotype. Trinucleotide tandem repeats of variable length present in the second exon of gene Glyma.20G085100 are strongly correlated with the high-protein phenotype and likely represent causal variation. Structural variation has previously been found in the same gene, for which we report the global distribution of the 304 bp deletion and have identified additional nested variation present in high-protein individuals. Mapping variation at the cqProt-003 locus across demographic groups suggests that the high-protein haplotype is common in wild accessions (94.7%), rare in landraces (10.6%) and near absent in cultivated breeding pools (4.1%), suggesting its decrease in frequency primarily correlates with domestication and continued during subsequent improvement. However, the variation that has persisted in under-utilized wild and landrace populations holds high breeding potential for breeders willing to forego seed oil to maximize protein content. The results of this study include the identification of distinct haplotype structures within the high-protein population, and a broad characterization of the genomic context and linkage patterns of cqProt-003 across global populations, supporting future functional characterization and modification.

Indexed as

FabaceaeGlycine maxHaplotypesPlant BreedingPolymorphism, Single NucleotideQuantitative Trait LociSeeds

Identifiers

PMID35141762
PMCPMC9033719
OpenAlexW4225943537

What OpenQuestion 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 OpenQuestion graph.