Unraveling Cadmium Tolerance Mechanisms in Betula platyphylla through a Hierarchical Gene Regulatory Network in Hormone Signaling

IF 5.7 2区 生物学 Q1 PLANT SCIENCES Plant Physiology and Biochemistry Pub Date : 2025-04-02 DOI:10.1016/j.plaphy.2025.109878
Xianguang Nie , Pengyu Wang , Xianhui Nie , Jingxin Wang , Jingwen Wang , Xiaofu Li , Zhen Tian , Huiyan Guo , Yucheng Wang
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Abstract

Cadmium (Cd), a toxic heavy metal, is a significant pollutant that impacts plant productivity. While some studies have been conducted, the underlying mechanisms by which plants respond to Cd stress remain largely unclear. Here, we performed RNA-seq analysis of Betula platyphylla (birch) under CdCl2 treatment. The findings revealed a substantial enrichment of differentially expressed genes (DEGs) in pathways associated with plant hormones. A gene regulatory network (GRN) was constructed, and the regulatory relationships between genes were determined using a partial correlation coefficient algorithm. The GRN comprises 2,151 regulatory interactions, including 7 transcription factors (TFs) from the first layer, 25 TFs from the second layer, and 168 structural genes from the third layer, all of which are linked to ten enriched biological processes. ChIP-PCR and qRT-PCR assays validated approximately 85.2% of the predicted interactions between the first and second layers, along with 88.3% of the interactions between the second and third layers, supporting the validity of the GRN. Eighteen genes were selected from the third layer of multiple biological pathways to analyze their functions, and the results indicated that these genes can enhance Cd tolerance in birch plants. Additionally, two TFs in the first layer, BpHD-zip7 and BpRAV1, were successfully introduced into birch plants, confirming their role in improving Cd tolerance. Our findings elucidate the regulatory mechanisms and key determinants that function in the adaptation of B. platyphylla to Cd stress.
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通过激素信号转导中的层次基因调控网络揭示桦树的耐镉机制
镉(Cd)是一种有毒的重金属,是影响植物生产力的重要污染物。虽然已经进行了一些研究,但植物对镉胁迫反应的潜在机制在很大程度上仍不清楚。在这里,我们对CdCl2处理下的白桦(桦)进行了RNA-seq分析。这些发现揭示了植物激素相关通路中差异表达基因(DEGs)的大量富集。构建基因调控网络(GRN),利用偏相关系数算法确定基因间的调控关系。GRN包含2151个调控相互作用,包括来自第一层的7个转录因子,来自第二层的25个转录因子,以及来自第三层的168个结构基因,它们都与10个富集的生物过程相关。ChIP-PCR和qRT-PCR验证了第一层和第二层相互作用预测的85.2%,以及第二层和第三层相互作用预测的88.3%,支持GRN的有效性。从第三层多重生物学途径中筛选出18个基因,对其功能进行分析,结果表明这些基因可以增强桦树对Cd的耐性。此外,第一层的两个TFs BpHD-zip7和BpRAV1成功导入桦树,证实了它们在提高Cd耐受性方面的作用。我们的研究结果阐明了白桦适应Cd胁迫的调节机制和关键决定因素。
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来源期刊
Plant Physiology and Biochemistry
Plant Physiology and Biochemistry 生物-植物科学
CiteScore
11.10
自引率
3.10%
发文量
410
审稿时长
33 days
期刊介绍: Plant Physiology and Biochemistry publishes original theoretical, experimental and technical contributions in the various fields of plant physiology (biochemistry, physiology, structure, genetics, plant-microbe interactions, etc.) at diverse levels of integration (molecular, subcellular, cellular, organ, whole plant, environmental). Opinions expressed in the journal are the sole responsibility of the authors and publication does not imply the editors'' agreement. Manuscripts describing molecular-genetic and/or gene expression data that are not integrated with biochemical analysis and/or actual measurements of plant physiological processes are not suitable for PPB. Also "Omics" studies (transcriptomics, proteomics, metabolomics, etc.) reporting descriptive analysis without an element of functional validation assays, will not be considered. Similarly, applied agronomic or phytochemical studies that generate no new, fundamental insights in plant physiological and/or biochemical processes are not suitable for publication in PPB. Plant Physiology and Biochemistry publishes several types of articles: Reviews, Papers and Short Papers. Articles for Reviews are either invited by the editor or proposed by the authors for the editor''s prior agreement. Reviews should not exceed 40 typewritten pages and Short Papers no more than approximately 8 typewritten pages. The fundamental character of Plant Physiology and Biochemistry remains that of a journal for original results.
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