Evidence map›Paper›PMID 42123851›Full record

ArticleMolecules (Basel, Switzerland)2026

Integrated Transcriptome and Metabolome Analysis Reveals the Mechanism of Sweetness Formation in Vegetable Soybean Seeds.

Xiaotian Yuan, Lu Huang, Jinyang Liu, Xiaoyan Zhang, Ziyan Lu, Qingyang Li, Xingxing Yuan, Xin Chen, Chenchen Xue

Abstract read
In one paragraph

Article in Molecules (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.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

9 authors.

Xiaotian YuanCollege of Food Science and Engineering, Nanjing University of Finance & Economics, Nanjing 210023, China.
Lu HuangInstitute of Industrial Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China.ORCID 0000-0003-0016-0111
Jinyang LiuInstitute of Industrial Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China.
Xiaoyan ZhangInstitute of Industrial Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China.
Ziyan LuSchool of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.
Qingyang LiSchool of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.
Xingxing YuanInstitute of Industrial Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China.
Xin ChenInstitute of Industrial Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China.
Chenchen XueInstitute of Industrial Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China.ORCID 0000-0002-9703-2986

Funding

the National Key Research and Development Program of China 2024YFD1201400Zhongshan Biological Breeding Laboratory ZSBBL
6 · The paper itself

Abstract

To understand the mechanism of sweetness formation in vegetable soybean seeds, an integrative transcriptomic and metabolomic analysis was conducted using high sweetness (HS) and low sweetness (LS) varieties selected from 287 resources based on electronic tongue evaluation. The HS variety exhibited significantly higher levels of soluble sugars (58.91 mg/g) and free amino acids (54.15 mg/g). Transcriptomic results indicated that DEGs correlated with glycolysis/gluconeogenesis, starch and sucrose metabolism, and biosynthesis of amino acids pathways were significantly up-regulated in the HS variety. Metabolomic analysis showed that DAMs were significantly enriched in the biosynthesis of secondary metabolites, the amino acid biosynthesis, and the pentose phosphate pathway. Co-expression network analysis further demonstrated correlations between DEGs and DAMs related to glycolysis/gluconeogenesis and amino acid biosynthesis. Eight candidate genes related to sweetness formation were identified through transcriptomic data and validated by RT-qPCR. The present findings represent a fundamental advance in understanding the regulatory mechanisms underlying the sweetness of vegetable soybeans.

Indexed as

Glycine maxMetabolomeMetabolomicsSeedsTranscriptomeGene Expression ProfilingGene Expression Regulation, Plantmetabolomicnetwork analysissweetnesstranscriptomicvegetable soybean

Identifiers

PMID42123851
PMCPMC13164844

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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.