Evidence map›Paper›PMID 38892238›Full record

ArticleInternational journal of molecular sciences2024

Integrated Transcriptomic and Metabolomic Analysis Reveals the Molecular Regulatory Mechanism of Flavonoid Biosynthesis in Maize Roots under Lead Stress.

Zhaolai Guo, Xinqi Yuan, Ting Li, Sichen Wang, Yadong Yu, Chang'e Liu, Changqun Duan

Erratum issuedAbstract read
In one paragraph

Article in International journal of molecular sciences, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Spatial Metabolomics and Its Application in Plant Research.International journal of molecular sciences · 2025
    Review
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Zhaolai GuoYunnan Key Laboratory of Plateau Ecology and Degraded Environment Restoration, School of Ecology and Environmental Science, Yunnan University, Kunming 650091, China.
Xinqi YuanYunnan Key Laboratory of Plateau Ecology and Degraded Environment Restoration, School of Ecology and Environmental Science, Yunnan University, Kunming 650091, China.
Ting LiYunnan Key Laboratory of Plateau Ecology and Degraded Environment Restoration, School of Ecology and Environmental Science, Yunnan University, Kunming 650091, China.
Sichen WangYunnan Key Laboratory of Plateau Ecology and Degraded Environment Restoration, School of Ecology and Environmental Science, Yunnan University, Kunming 650091, China.
Yadong YuYunnan Key Laboratory of Plateau Ecology and Degraded Environment Restoration, School of Ecology and Environmental Science, Yunnan University, Kunming 650091, China.
Chang'e LiuYunnan Key Laboratory of Plateau Ecology and Degraded Environment Restoration, School of Ecology and Environmental Science, Yunnan University, Kunming 650091, China.
Changqun DuanYunnan Key Laboratory of Plateau Ecology and Degraded Environment Restoration, School of Ecology and Environmental Science, Yunnan University, Kunming 650091, China.ORCID 0000-0002-6785-4639

Funding

China Yunnan Provincial R&D Programs 202101AS070033, 202201AS070016the National Natural Science Foundation of China 32371707, U2002208 and 32260315
6 · The paper itself

Abstract

Flavonoids are secondary metabolites that play important roles in the resistance of plants to abiotic stress. Despite the widely reported adverse effects of lead (Pb) contamination on maize, the effects of Pb on the biosynthetic processes of flavonoids in maize roots are still unknown. In the present work, we employed a combination of multi-omics and conventional assay methods to investigate the effects of two concentrations of Pb (40 and 250 mg/kg) on flavonoid biosynthesis in maize roots and the associated molecular regulatory mechanisms. Analysis using conventional assays revealed that 40 and 250 mg/kg Pb exposure increased the lead content of maize root to 0.67 ± 0.18 mg/kg and 3.09 ± 0.02 mg/kg, respectively, but they did not result in significant changes in maize root length. The multi-omics results suggested that exposure to 40 mg/kg of Pb caused differential expression of 33 genes and 34 metabolites related to flavonoids in the maize root system, while 250 mg/kg of Pb caused differential expression of 34 genes and 31 metabolites. Not only did these differentially expressed genes and metabolites participate in transferase activity, anthocyanin-containing compound biosynthetic processes, metal ion binding, hydroxyl group binding, cinnamoyl transferase activity, hydroxycinnamoyl transferase activity, and flavanone 4-reductase activity but they were also significantly enriched in the flavonoid, isoflavonoid, flavone, and flavonol biosynthesis pathways. These results show that Pb is involved in the regulation of maize root growth by interfering with the biosynthesis of flavonoids in the maize root system. The results of this study will enable the elucidation of the mechanisms of the effects of lead on maize root systems.

Indexed as

FlavonoidsGene Expression Regulation, PlantLeadPlant RootsStress, PhysiologicalTranscriptomeZea maysGene Expression ProfilingMetabolomeMetabolomicsPlant ProteinsFlavonoidsLeadPlant Proteinsflavonoidsleadmaize rootmetabolomicstranscriptomics

Identifiers

PMID38892238
PMCPMC13285848

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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.