Evidence map›Paper›PMID 41922966›Full record

ArticleBMC plant biology2026

Analysis of key nodes and metabolic pathways in the protein network of secondary metabolism in Panax quinquefolius L. enhanced by arbuscular mycorrhizal fungi.

Yue Wang, Zhifang Ran, Siqi Ma, Yuting Yao, Ziqi Liu, Ruzhen Wang, Peng Zhang, Lanping Guo, Lei Fang, Jie Zhou

Abstract read
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Article in BMC plant biology, 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Yue WangSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China.
Zhifang RanSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China.
Siqi MaSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China.
Yuting YaoSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China.
Ziqi LiuSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China.
Ruzhen WangSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China.
Peng ZhangShandong Zhongping Pharmaceutical Co. Ltd, Linyi , 273399, P.R. China.
Lanping GuoState Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, Beijing, 100700, P.R. China. guolanpingabc@126.com.
Lei FangSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China. fleiv@163.com.
Jie ZhouSchool of Biological Science and Technology, University of Jinan, Jinan, 250022, P.R. China. zhoujie8761@163.com.

Funding

Central-Guided Local Science and Technology Development Fund Program YDZX2025015Key project at central government level: The ability establishment of sustainable use for valuable Chinese medicine resources 2060302National Key Research and Development Program of China 2023YFC3503802Natural Science Foundation of Shandong Province ZR2024MH253
6 · The paper itself

Abstract

backgroundArbuscular Mycorrhizal Fungi (AMF) formed symbiotic relationships with roots and were capable of promoting the growth of the medicinal plant Panax quinquefolius L. as well as the accumulation of its active component, ginsenosides. However, the regulatory mechanisms underlying this process remained unclear. To elucidate the protein signaling pathways through which AMF regulates the secondary metabolism of P. quinquefolius and to promote the application of AMF inoculants in the cultivation of medicinal herbs, this study employed a controlled pot experiment, establishing an AMF-inoculated group along with a control group. Tandem mass tag (TMT) labeling quantitative techniques were utilized for the proteomic analysis of the roots, and these results were utilized to conduct a correlation analysis with the previous transcriptomics and metabolomics data.

resultsAMF significantly regulated the growth and protein expression profile of P. quinquefolius, leading to the identification of 214 differentially expressed proteins (DEPs). Gene Ontology (GO) functional enrichment analysis indicated that the DEPs were involved in oxidoreductase activity, ligase activity. Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analysis showed that pathways related to nitrogen metabolism biosynthesis, carbon fixation in photosynthetic organisms, phenylpropanoid biosynthesis, and pyruvate metabolism were significantly enriched among the DEPs. Additionally, pyruvate kinase was identified as a key network node in protein interactions. Multi-omics analysis revealed that proteins such as S-adenosylmethionine synthetase, involved in cysteine and methionine metabolism, and genes such as CYCD3, related to plant hormone signal transduction, were significantly upregulated, with their expression levels showing a significant positive correlation with ginsenoside accumulation.

conclusionsThis study identifies critical nodes and pathways at the protein level through which AMF regulates secondary metabolism in P. quinquefolius, providing foundational data for the expansion of AMF research and application in the field of medicinal herbs.

Indexed as

MycorrhizaePanaxPlant ProteinsSecondary MetabolismMetabolic Networks and PathwaysPlant RootsProteomicsSymbiosisPlant ProteinsArbuscular mycorrhizal fungiFungal preparation applicationsPanax quinquefoliusProteomics

Identifiers

PMID41922966
PMCPMC13154870

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