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Yang M, Yang S, Wang W, Wei X, Lou F, He G, He T. Multiomics Combined with Expression Pattern Analysis Reveals the Regulatory Response of Key Genes in Potato Jasmonic Acid Signaling Pathways to Cadmium Stress. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:22369-22384. [PMID: 39329331 DOI: 10.1021/acs.jafc.4c04883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/28/2024]
Abstract
Jasmonic acid (JA) is an endogenous phytohormone that regulates plant physiological metabolism and stress response processes, either independently or through hormone crosstalk. Our phytohormone assay and transcriptome-metabolome analysis revealed the key genes and metabolites involved in the JA pathway in response to 0-250 μM cadmium (Cd) in potato seedlings. Transcriptome gene set enrichment and gene ontology analysis indicated that JA-related genes were significantly enriched. Specifically, members from the StOPR and StJAZ gene families showed pronounced responses to Cd stress and methyl jasmonate treatment. As a negative regulatory transcription factor of the JA signaling pathway, StJAZ14 exhibited a decreasing trend under Cd stress. Yeast two-hybrid assay identified an interaction between StJAZ14 and StBZR1, which is located on the brassinolide pathway. In addition to unveiling the critical role of the JA pathway in regulating potato response to Cd stress, the functional mechanism was preliminarily explored.
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Affiliation(s)
- Mingfang Yang
- Agricultural College, Guizhou University, Guiyang, Guizhou 550025, P.R. China
- Big Data Application and Economics College, Guizhou University of Finance and Economics, Guiyang, Guizhou 550025, P.R. China
| | - Sanwei Yang
- Agricultural College, Guizhou University, Guiyang, Guizhou 550025, P.R. China
| | - Weidong Wang
- Guizhou Mountain Livestock and Poultry Breeding Pollution Control and Resource Utilization Technology Engineering Laboratory, Guizhou University, Guiyang, Guizhou 550025, P.R. China
| | - Xiaoliao Wei
- Agricultural College, Guizhou University, Guiyang, Guizhou 550025, P.R. China
| | - Fei Lou
- Agricultural College, Guizhou University, Guiyang, Guizhou 550025, P.R. China
| | - GuanDi He
- Agricultural College, Guizhou University, Guiyang, Guizhou 550025, P.R. China
| | - Tengbing He
- Agricultural College, Guizhou University, Guiyang, Guizhou 550025, P.R. China
- Guizhou Mountain Livestock and Poultry Breeding Pollution Control and Resource Utilization Technology Engineering Laboratory, Guizhou University, Guiyang, Guizhou 550025, P.R. China
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An L, Wang Z, Cui Y, Bai Y, Yao Y, Yao X, Wu K. Comparative Analysis of Hulless Barley Transcriptomes to Regulatory Effects of Phosphorous Deficiency. Life (Basel) 2024; 14:904. [PMID: 39063656 PMCID: PMC11278117 DOI: 10.3390/life14070904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 07/11/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
Hulless barley is a cold-resistant crop widely planted in the northwest plateau of China. It is also the main food crop in this region. Phosphorus (P), as one of the important essential nutrient elements, regulates plant growth and defense. This study aimed to analyze the development and related molecular mechanisms of hulless barley under P deficiency and explore the regulatory genes so as to provide a basis for subsequent molecular breeding research. Transcriptome analysis was performed on the root and leaf samples of hulless barley cultured with different concentrations of KH2PO4 (1 mM and 10 μM) Hoagland solution. A total of 46,439 genes were finally obtained by the combined analysis of leaf and root samples. Among them, 325 and 453 genes had more than twofold differences in expression. These differentially expressed genes (DEGs) mainly participated in the abiotic stress biosynthetic process through Gene Ontology prediction. Moreover, the Kyoto Encyclopedia of Genes and Genomes showed that DEGs were mainly involved in photosynthesis, plant hormone signal transduction, glycolysis, phenylpropanoid biosynthesis, and synthesis of metabolites. These pathways also appeared in other abiotic stresses. Plants initiated multiple hormone synergistic regulatory mechanisms to maintain growth under P-deficient conditions. Transcription factors (TFs) also proved these predictions. The enrichment of ARR-B TFs, which positively regulated the phosphorelay-mediated cytokinin signal transduction, and some other TFs (AP2, GRAS, and ARF) was related to plant hormone regulation. Some DEGs showed different values in their FPKM (fragment per kilobase of transcript per million mapped reads), but the expression trends of genes responding to stress and phosphorylation remained highly consistent. Therefore, in the case of P deficiency, the first response of plants was the expression of stress-related genes. The effects of this stress on plant metabolites need to be further studied to improve the relevant regulatory mechanisms so as to further understand the importance of P in the development and stress resistance of hulless barley.
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Affiliation(s)
- Likun An
- Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China; (L.A.); (Z.W.); (Y.C.); (Y.B.); (Y.Y.); (X.Y.)
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
- Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining 810016, China
- Qinghai Subcenter of National Hulless Barley Improvement, Xining 810016, China
| | - Ziao Wang
- Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China; (L.A.); (Z.W.); (Y.C.); (Y.B.); (Y.Y.); (X.Y.)
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
- Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining 810016, China
- Qinghai Subcenter of National Hulless Barley Improvement, Xining 810016, China
| | - Yongmei Cui
- Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China; (L.A.); (Z.W.); (Y.C.); (Y.B.); (Y.Y.); (X.Y.)
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
- Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining 810016, China
- Qinghai Subcenter of National Hulless Barley Improvement, Xining 810016, China
| | - Yixiong Bai
- Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China; (L.A.); (Z.W.); (Y.C.); (Y.B.); (Y.Y.); (X.Y.)
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
- Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining 810016, China
- Qinghai Subcenter of National Hulless Barley Improvement, Xining 810016, China
| | - Youhua Yao
- Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China; (L.A.); (Z.W.); (Y.C.); (Y.B.); (Y.Y.); (X.Y.)
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
- Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining 810016, China
- Qinghai Subcenter of National Hulless Barley Improvement, Xining 810016, China
| | - Xiaohua Yao
- Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China; (L.A.); (Z.W.); (Y.C.); (Y.B.); (Y.Y.); (X.Y.)
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
- Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining 810016, China
- Qinghai Subcenter of National Hulless Barley Improvement, Xining 810016, China
| | - Kunlun Wu
- Academy of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China; (L.A.); (Z.W.); (Y.C.); (Y.B.); (Y.Y.); (X.Y.)
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Xining 810016, China
- Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining 810016, China
- Qinghai Subcenter of National Hulless Barley Improvement, Xining 810016, China
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Qin L, Tian D, Guo C, Wei L, He Z, Zhou W, Huang Q, Li B, Li C, Jiang M. Discovery of gene regulation mechanisms associated with uniconazole-induced cold tolerance in banana using integrated transcriptome and metabolome analysis. BMC PLANT BIOLOGY 2024; 24:342. [PMID: 38671368 PMCID: PMC11046889 DOI: 10.1186/s12870-024-05027-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND The gibberellic acid (GA) inhibitor, uniconazole, is a plant growth regulator commonly used in banana cultivation to promote dwarfing but also enhances the cold resistance in plants. However, the mechanism of this induced cold resistance remains unclear. RESULTS We confirmed that uniconazole induced cold tolerance in bananas and that the activities of Superoxide dismutase and Peroxidase were increased in the uniconazole-treated bananas under cold stress when compared with the control groups. The transcriptome and metabolome of bananas treated with or without uniconazole were analyzed at different time points under cold stress. Compared to the control group, differentially expressed genes (DEGs) between adjacent time points in each uniconazole-treated group were enriched in plant-pathogen interactions, MAPK signaling pathway, and plant hormone signal transduction, which were closely related to stimulus-functional responses. Furthermore, the differentially abundant metabolites (DAMs) between adjacent time points were enriched in flavone and flavonol biosynthesis and linoleic acid metabolism pathways in the uniconazole-treated group than those in the control group. Temporal analysis of DEGs and DAMs in uniconazole-treated and control groups during cold stress showed that the different expression patterns in the two groups were enriched in the linoleic acid metabolism pathway. In addition to strengthening the antioxidant system and complex hormonal changes caused by GA inhibition, an enhanced linoleic acid metabolism can protect cell membrane stability, which may also be an important part of the cold resistance mechanism of uniconazole treatment in banana plants. CONCLUSIONS This study provides information for understanding the mechanisms underlying inducible cold resistance in banana, which will benefit the production of this economically important crop.
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Affiliation(s)
- Liuyan Qin
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Dandan Tian
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Chenglin Guo
- Institute of Plant Protection, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China.
| | - Liping Wei
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Zhangfei He
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Wei Zhou
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Quyan Huang
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Baoshen Li
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Chaosheng Li
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
| | - Mengyun Jiang
- Biotechnology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China
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Wang ZF, Fu L, Yu EP, Zhu WG, Zeng SJ, Cao HL. Chromosome-level genome assembly and demographic history of Euryodendron excelsum in monotypic genus endemic to China. DNA Res 2024; 31:dsad028. [PMID: 38147541 PMCID: PMC10781514 DOI: 10.1093/dnares/dsad028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 12/04/2023] [Accepted: 12/22/2023] [Indexed: 12/28/2023] Open
Abstract
Euryodendron excelsum is in a monotypic genus Euryodendron, endemic to China. It has intermediate morphisms in the Pentaphylacaceae or Theaceae families, which make it distinct. Due to anthropogenic disturbance, E. excelsum is currently found in very restricted and fragmented areas with extremely small populations. Although much research and effort has been applied towards its conservation, its long-term survival mechanisms and evolutionary history remain elusive, especially from a genomic aspect. Therefore, using a combination of long/short whole genome sequencing, RNA sequencing reads, and Hi-C data, we assembled and annotated a high-quality genome for E. excelsum. The genome assembly of E. excelsum comprised 1,059,895,887 bp with 99.66% anchored into 23 pseudo-chromosomes and a 99.0% BUSCO completeness. Comparative genomic analysis revealed the expansion of terpenoid and flavonoid secondary metabolite genes, and displayed a tandem and/or proximal duplication framework of these genes. E. excelsum also displayed genes associated with growth, development, and defence adaptation from whole genome duplication. Demographic analysis indicated that its fluctuations in population size and its recent population decline were related to cold climate changes. The E. excelsum genome assembly provides a highly valuable resource for evolutionary and ecological research in the future, aiding its conservation, management, and restoration.
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Affiliation(s)
- Zheng-Feng Wang
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China
- South China National Botanical Garden, Guangzhou, Guangdong 510650, China
| | - Lin Fu
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China
- South China National Botanical Garden, Guangzhou, Guangdong 510650, China
| | - En-Ping Yu
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China
- South China National Botanical Garden, Guangzhou, Guangdong 510650, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Wei-Guang Zhu
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China
- South China National Botanical Garden, Guangzhou, Guangdong 510650, China
| | - Song-Jun Zeng
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China
- South China National Botanical Garden, Guangzhou, Guangdong 510650, China
| | - Hong-Lin Cao
- Guangdong Provincial Key Laboratory of Applied Botany, Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China
- South China National Botanical Garden, Guangzhou, Guangdong 510650, China
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Yang B, Sun S, Li S, Zeng J, Xu F. RNA-seq study reveals the signaling and carbohydrate metabolism regulators involved in dormancy release by warm stratification in Paris polyphylla var. yunnanensis. PLANT BIOTECHNOLOGY (TOKYO, JAPAN) 2022; 39:355-365. [PMID: 37283615 PMCID: PMC10240920 DOI: 10.5511/plantbiotechnology.22.0824a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Accepted: 08/24/2022] [Indexed: 06/08/2023]
Abstract
Long-term seed dormancy of Paris polyphylla var. yunnanensis limits its large-scale artificial cultivation. It is crucial to understand the regulatory genes involving in dormancy release for artificial cultivation in this species. In this study, seed dormancy of Paris polyphylla var. yunnanensis was effectively released by warm stratification (20°C) for 90 days. The freshly harvested seeds (dormant) and stratified seeds (non-dormant) were used to sequence, and approximately 147 million clean reads and 28,083 annotated unigenes were detected. In which, a total of 10,937 differentially expressed genes (DEGs) were identified between dormant and non-dormant seeds. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) classification revealed that the majority unigenes involved in signaling transduction and carbohydrate metabolism. Of them, the signaling transduction-related DEGs were mainly hormones-, reactive oxygen species (ROS)-, and transcription factor (TF)-related genes. The largest number of signaling transduction-related DEGs were auxin-responsive genes (SAUR, AUX/IAA, and ARF) and AP2-like ethylene-responsive transcription factor (ERF/AP2). Moreover, at least 29 DEGs such as α-amylase (AMY), β-glucosidase (Bglb/Bglu/Bglx), and endoglucanase (Glu) were identified involving in carbohydrate metabolism. These identified genes provide a valuable resource to investigate the molecular basis of dormancy release in Paris polyphylla var. yunnanensis.
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Affiliation(s)
- Bin Yang
- Guangzhou Key Laboratory for Research and Development of Crop Germplasm Resources, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China
| | - Shan Sun
- The Laboratory of Seed Science and Technology, Guangdong Key Laboratory of Plant Molecular Breeding, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou 510642, China
| | - Shengyu Li
- Guangzhou Key Laboratory for Research and Development of Crop Germplasm Resources, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China
| | - Jiali Zeng
- Guangzhou Key Laboratory for Research and Development of Crop Germplasm Resources, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China
| | - Furong Xu
- College of Traditional Chinese Medicine, Yunnan University of Chinese Medicine, Kunming 650500, China
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Integrated Metabolomic and Transcriptomic Analysis Reveals Differential Flavonoid Accumulation and Its Underlying Mechanism in Fruits of Distinct Canarium album Cultivars. Foods 2022; 11:foods11162527. [PMID: 36010527 PMCID: PMC9407539 DOI: 10.3390/foods11162527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 08/11/2022] [Accepted: 08/18/2022] [Indexed: 11/30/2022] Open
Abstract
Canarium album fruit has great potential to be consumed as a raw material not only for food but also medicine. The diverse active metabolites composition and content of C. album fruits greatly affect their pharmacological effects. However, up to now, there has been no report on the global metabolome differences among fruits from distinct C. album cultivars. In our present study, by using non-targeted metabolomics techniques, we identified 87 DAMs (differentially accumulated metabolites) including 17 types of flavonoids from fruits of four different C. album cultivars. KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway enrichment analysis revealed that the flavone and flavonol biosynthesis- and flavonoid biosynthesis-related DAMs were major factors determining their metabolome differences. Comparative transcriptomic analysis revealed that 15 KEGG pathways were significantly enriched by genes of the identified 3655 DEGs (differentially expressed genes) among different C. album cultivars. Consistent with the metabolome data, flavonoid biosynthesis-related DEGs, including eight key structural genes (such as FLS, CCoAOMT, CHI, C4H, DFR, LAR, and C3′H, etc.) and several regulatory transcription factor (TF) genes (including 32 MYBs and 34 bHLHs, etc.), were found to be significantly enriched (p < 0.01). Our study indicated that the differential expression of flavonoid biosynthesis-related genes and accumulation of flavonoids played dominant roles in the various metabolome compositions of fruits from different C. album cultivars.
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