Evidence map›Paper›PMID 41315536›Full record

ArticleScientific reports2025

Unraveling the genetic architecture of anti-nutritional factors in soybean (Glycine max.) for nutritional enhancement.

Norberto Jose Palange, Tonny Obua, Julius Pyton Sserumaga, Enoch Wembabazi, Mildred Ochwo-Ssemakula, Emmanuel Amponsah Adjei, Isaac Onziga Dramadri, Richard Edema, Moses Matovu, Sharon Valerie Kweyu and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

13 authors.

Norberto Jose PalangeDepartment of Crop Science and Horticulture, College of Agricultural and Environmental Sciences (CAES), Makerere University, P.O. Box 7062, Kampala, Uganda. cheltonpalange@gmail.com.ORCID 0000-0003-3049-3224
Tonny ObuaDepartment of Crop Science and Horticulture, College of Agricultural and Environmental Sciences (CAES), Makerere University, P.O. Box 7062, Kampala, Uganda.ORCID 0000-0003-1134-3255
Julius Pyton SserumagaNational Agricultural Research Organization, National Livestock Resources Research Institute (NaLIRRI), P.O. Box 5704, Kampala, Uganda. j.serumaga@gmail.com.ORCID 0000-0001-5152-2835
Enoch WembabaziNational Agricultural Research Organization, National Crops Resources Research Institute (NaCRRI), P. O. Box 7084, Kampala, Uganda.
Mildred Ochwo-SsemakulaDepartment of Crop Science and Horticulture, College of Agricultural and Environmental Sciences (CAES), Makerere University, P.O. Box 7062, Kampala, Uganda.
Emmanuel Amponsah AdjeiCSIR-Savanna Agricultural Research Institute, P.O. Box TL 52, Tamale, Ghana.
Isaac Onziga DramadriDepartment of Crop Science and Horticulture, College of Agricultural and Environmental Sciences (CAES), Makerere University, P.O. Box 7062, Kampala, Uganda.
Richard EdemaDepartment of Crop Science and Horticulture, College of Agricultural and Environmental Sciences (CAES), Makerere University, P.O. Box 7062, Kampala, Uganda.
Moses MatovuNational Agricultural Research Organization, National Livestock Resources Research Institute (NaLIRRI), P.O. Box 5704, Kampala, Uganda.
Sharon Valerie KweyuMakerere Regional Centre for Crop Improvement, College of Agriculture and Environmental Science (CAES), Makerere University, P. O. Box 7062, Kampala, Uganda.
Arfang BadjiMakerere Regional Centre for Crop Improvement, College of Agriculture and Environmental Science (CAES), Makerere University, P. O. Box 7062, Kampala, Uganda.
Ephraim NuwamanyaMakerere Regional Centre for Crop Improvement, College of Agriculture and Environmental Science (CAES), Makerere University, P. O. Box 7062, Kampala, Uganda.
Phinehas TukamuhabwaDepartment of Crop Science and Horticulture, College of Agricultural and Environmental Sciences (CAES), Makerere University, P.O. Box 7062, Kampala, Uganda.

Funding

the Bill and Melinda Gates Foundation OPP1093174
6 · The paper itself

Abstract

Anti-nutritional factors (ANFs) can reduce nutrient bioavailability for monogastric animals. Therefore, this study aimed to understand the genetic architecture underlying ANF accumulation in soybean. Diversity arrays technology and a spectrophotometric method were employed to generate genotypic and phenotypic data, respectively, and gene mining was performed within 100-kb genomic window. A significant difference was found regarding ANFs content in the genotypes (p < 0.001). Significant SNP markers for phytate were identified on chromosomes 3, 4, 13, and 20 by FarmCPU, and for total trypsin inhibitors (TTI) on 6, 12, and 14 by CMLM models, whereas mrMLM model detected markers on chromosome 3, 12 and 15 for phytate, 4, 9, 13, 17 and 18 for TTI. Genes associated with phytate content include Glyma.03G001600, Glyma.04G194600, Glyma.13G128200, Glyma.20G118700, Glyma.14G213400, and Glyma.16G126400. For TTI, the genes are Glyma.06G074700, Glyma.12G241600, Glyma.14G176700, Glyma.13G052700, and Glyma.18G050400. These genes are primarily linked to plant defense and substrate interactions. Most promising SNP markers for marker-assisted selection aimed at reducing phytate levels include Soy_3_218818 (218,818 bp), Soy_3_241209 (241,209 bp), Soy_4_45462019 (45,462,019 bp), Soy_14_48672982 (48,672,982 bp), and Soy_6_5695090 (5,695,090 bp). For TTI, key markers include Soy_14_43649238 (43,649,238 bp), Soy_12_41339023 (41,339,023 bp), Soy_18_4301721 (4,301,721 bp), and Soy_13_14029215 (14,029,215 bp). These findings offer a valuable foundation for marker-assisted breeding aimed at improving soybean nutritional quality.

Indexed as

Glycine maxChromosome MappingChromosomes, PlantGenotypePhenotypePhytic AcidPolymorphism, Single NucleotideQuantitative Trait LociPhytic AcidGWASPhytateSNP markersSoybeanTrypsin inhibitors

Identifiers

PMID41315536
PMCPMC12663474

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.