Evidence map›Paper›PMID 42357243›Full record

ArticlePlants (Basel, Switzerland)2026

Variations in Ecological Locations Induce Soybean Seed Wrinkles by Disrupting Source-Sink Relationship and Energy Metabolism at the Grain-Filling Stage.

Junxia Huang, Wei Zheng, Demin Rao, Xingdong Yao, Futi Xie, Huijun Zhang, Xue Ao, Haiying Wang, Yongqiang Cao

Abstract read
In one paragraph

Article in Plants (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Junxia HuangSoybean Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
Wei ZhengJiamusi Branch of Heilongjiang Academy of Agricultural Sciences, Jiamusi 154007, China.
Demin RaoInstitute of Soybean Research, Jilin Academy of Agricultural Sciences (Northeast Agricultural Research Center of China), Changchun 130033, China.
Xingdong YaoSoybean Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
Futi XieSoybean Research Institute, Shenyang Agricultural University, Shenyang 110866, China.ORCID 0000-0002-0125-3806
Huijun ZhangSoybean Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
Xue AoSoybean Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
Haiying WangSoybean Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
Yongqiang CaoCrop Research Institute, Liaoning Academy of Agricultural Sciences, Shenyang 110866, China.

Funding

National Key Research and Development Plan of Ministry of Science and Technology 2021YFD1201102
6 · The paper itself

Abstract

Defective seed filling, which manifests as seed wrinkling, severely impairs the yield and commercial quality of soybean crops. Soybean varieties independently developed in Heilongjiang Province exhibit distinct phenotypic variations in seed wrinkling across diverse ecological planting regions, whereas the molecular and physiological mechanisms driving such differences remain largely uncharacterized. In this study, two soybean genotypes with divergent heat resistance, namely, the heat-sensitive cultivar HH43 and the heat-tolerant cultivar HN76, were planted in three distinct ecological sites for comparative analysis. Statistical results indicated that ecological conditions serve as the predominant factor regulating seed-wrinkling variation, with high temperatures occurring during the seed-filling stage identified as the key abiotic stress trigger. Excessively high ambient temperatures triggered abnormal sucrose accumulation in the pod husks of heat-vulnerable HH43, disrupting the coupling relationship between sucrose metabolism and energy supply and thereby restricting starch biosynthesis in developing seeds. Transcriptome profiling combined with weighted gene co-expression network analysis (WGCNA) further demonstrated that heat stress significantly suppressed the expression of energy transport-related genes and induced the dysregulated expression of starch synthesis-associated genes in susceptible soybean plants, and these transcriptional alterations were further verified via qRT-PCR assays. Collectively, short-term extreme high temperatures interrupt the carbon transport and allocation process from pod husks to seeds in heat-sensitive soybean cultivars. By contrast, heat-tolerant genotypes can sustain a stable physiological metabolism and molecular regulatory networks to effectively cope with high-temperature stress during the seed-filling period.

Indexed as

different ecological locationsdry matter translocationenergy metabolismseed wrinklingshort-term high temperaturesource–sink relationshipsoybean

Identifiers

PMID42357243
PMCPMC13306430

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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.