Evidence map›Paper›PMID 41857738›Full record

ArticleBMC plant biology2026

Integrated transcriptomics, proteomics, and metabolomics analyses reveal key regulatory pathways related to the development of viral symptoms in tomato plants.

Kaijie Shang, Lianyi Zang, Qian Zhao, Xuli Gao, Shenglin Luan, Xiaoping Zhu, Weihua Zhang

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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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Kaijie ShangShandong Key Laboratory of Bulk Open-field Vegetable Breeding, Ministry of Agriculture and Rural Affairs Key Laboratory of Huang Huai Protected Horticulture Engineering, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan, Shandong, 250100, China.
Lianyi ZangCollege of Plant Protection, Shandong Agricultural University, Tai'an, Shandong, 271018, China.
Qian ZhaoShandong Key Laboratory of Bulk Open-field Vegetable Breeding, Ministry of Agriculture and Rural Affairs Key Laboratory of Huang Huai Protected Horticulture Engineering, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan, Shandong, 250100, China.
Xuli GaoShandong Key Laboratory of Bulk Open-field Vegetable Breeding, Ministry of Agriculture and Rural Affairs Key Laboratory of Huang Huai Protected Horticulture Engineering, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan, Shandong, 250100, China.
Shenglin LuanShandong Key Laboratory of Bulk Open-field Vegetable Breeding, Ministry of Agriculture and Rural Affairs Key Laboratory of Huang Huai Protected Horticulture Engineering, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan, Shandong, 250100, China.
Xiaoping ZhuCollege of Plant Protection, Shandong Agricultural University, Tai'an, Shandong, 271018, China. zhuxp@sdau.edu.cn.
Weihua ZhangShandong Key Laboratory of Bulk Open-field Vegetable Breeding, Ministry of Agriculture and Rural Affairs Key Laboratory of Huang Huai Protected Horticulture Engineering, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan, Shandong, 250100, China. zhwh70@126.com.

Funding

Central Guiding Fund for Local Science and Technology Development YDZX2022132Jinan Agricultural science and technology research Project GG202416Key R&D Program of Shandong Province 2022CXGC020710Key Research and Development Program of Xinjiang Uygur Autonomous Region 2022B02032Shandong Postdoctoral Science Foundation SDZZ-ZR-202501119
6 · The paper itself

Abstract

backgroundViral infections of tomato plants present a significant threat to tomato production and yield. Mixed viral infections are common in field-grown tomatoes and are known to exacerbate disease symptoms; however, the molecular mechanisms affecting symptom severity remain poorly understood. This study used integrated omics analyses to identify tissue-specific molecular pathways associated with severe and mild disease symptoms in tomato plants naturally co-infected with multiple viruses.

resultsOur analyses revealed multiple pathways that were differentially expressed in tomato plants in response to viral disease. Among them, the phenylpropanoid biosynthesis enrichment pathway (ko00940) is associated with leaf symptoms, stem growth, and fruit-set rate, and is a key enrichment pathway in the development of viral disease symptoms in tomato plants. In addition, molecules of the porphyrin metabolism enrichment pathway (ko00860) were highly expressed in mature tomato leaf tissues with mild viral disease, which corresponded to better leaf development. qRT-PCR showed that expression of key genes in the phenylpropanoid biosynthesis and the porphyrin metabolism enrichment pathways differed among tissue types of tomato plants with severe and mild viral disease, and the trend was consistent with the transcriptome results. Weighted gene co-expression network analysis revealed that differentially expressed genes across three aggregation modules were significantly correlated with the severity of tomato viral disease symptoms. Conventional virus detection assays confirmed mixed infections with tomato leaf curl New Delhi virus, tomato chlorosis virus, and tomato mosaic virus in tomato plants exhibiting viral symptoms.

conclusionsWe present a multi-tissue, multi-omics systems view of mixed viral infections in a field setting, which provides a valuable reference for screening and exploring key regulatory molecular functions and mechanisms underlying the development of viral disease symptoms.

Indexed as

Plant DiseasesSolanum lycopersicumGene Expression ProfilingMetabolomicsMultiomicsProteomicsTranscriptomeIntegrated analysesPhenylpropanoid biosynthesisPorphyrin metabolismTomatoViral disease

Identifiers

PMID41857738
PMCPMC13122918

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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.