Xianguang Nie , Pengyu Wang , Xianhui Nie , Jingxin Wang , Jingwen Wang , Xiaofu Li , Zhen Tian , Huiyan Guo , Yucheng Wang
{"title":"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","authors":"Xianguang Nie , Pengyu Wang , Xianhui Nie , Jingxin Wang , Jingwen Wang , Xiaofu Li , Zhen Tian , Huiyan Guo , Yucheng Wang","doi":"10.1016/j.plaphy.2025.109878","DOIUrl":null,"url":null,"abstract":"<div><div>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 <em>Betula platyphylla</em> (birch) under CdCl<sub>2</sub> 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 <em>B. platyphylla</em> to Cd stress.</div></div>","PeriodicalId":20234,"journal":{"name":"Plant Physiology and Biochemistry","volume":"223 ","pages":"Article 109878"},"PeriodicalIF":6.1000,"publicationDate":"2025-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unraveling Cadmium Tolerance Mechanisms in Betula platyphylla through a Hierarchical Gene Regulatory Network in Hormone Signaling\",\"authors\":\"Xianguang Nie , Pengyu Wang , Xianhui Nie , Jingxin Wang , Jingwen Wang , Xiaofu Li , Zhen Tian , Huiyan Guo , Yucheng Wang\",\"doi\":\"10.1016/j.plaphy.2025.109878\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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 <em>Betula platyphylla</em> (birch) under CdCl<sub>2</sub> 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 <em>B. platyphylla</em> to Cd stress.</div></div>\",\"PeriodicalId\":20234,\"journal\":{\"name\":\"Plant Physiology and Biochemistry\",\"volume\":\"223 \",\"pages\":\"Article 109878\"},\"PeriodicalIF\":6.1000,\"publicationDate\":\"2025-04-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Plant Physiology and Biochemistry\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0981942825004061\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PLANT SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Plant Physiology and Biochemistry","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0981942825004061","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PLANT SCIENCES","Score":null,"Total":0}
Unraveling Cadmium Tolerance Mechanisms in Betula platyphylla through a Hierarchical Gene Regulatory Network in Hormone Signaling
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.
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.