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Nie J, Ma W, Ma X, Zhu D, Li X, Wang C, Xu G, Chen C, Luo D, Xie S, Hu G, Chen P. Integrated Transcriptomic and Metabolomic Analysis Reveal the Dynamic Process of Bama Hemp Seed Development and the Accumulation Mechanism of α-Linolenic Acid and Linoleic Acid. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:10862-10878. [PMID: 38712687 DOI: 10.1021/acs.jafc.3c09309] [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: 05/08/2024]
Abstract
Bama County is a world-famous longevity county in the Guangxi Province, China. Bama hemp is a traditional seed used in hemp cultivation in the Bama County. The seeds contain abundant unsaturated fatty acids, particularly linoleic acid (LA) and linolenic acid in the golden ratio. These two substances have been proven to be related to human health and the prevention of various diseases. However, the seed development and seed oil accumulation mechanisms remain unclear. This study employed a combined analysis of physiological, transcriptomic, and metabolomic parameters to elucidate the fatty acid formation patterns in Bama hemp seeds throughout development. We found that seed oil accumulated at a late stage in embryo development, with seed oil accumulation following an "S″-shaped growth curve, and positively correlated with seed size, sugar content, protein content, and starch content. Transcriptome analysis identified genes related to the metabolism of LA, α-linolenic acid (ALA), and jasmonic acid (JA). We found that the FAD2 gene was upregulated 165.26 folds and the FAD3 gene was downregulated 6.15 folds at day 21. Metabolomic changes in LA, ALA, and JA compounds suggested a competitive relationship among these substances. Our findings indicate that the peak period of substance accumulation and nutrient accumulation in Bama hemp seeds occurs during the midstage of seed development (day 21) rather than in the late stage (day 40). The results of this research will provide a theoretical basis for local cultivation and deep processing of Bama hemp.
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Affiliation(s)
- Jingzhi Nie
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Wenyue Ma
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Xueyuan Ma
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, China
| | - De Zhu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, China
| | - Xin Li
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Caijin Wang
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Guofeng Xu
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Canni Chen
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Dengjie Luo
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Sichen Xie
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
| | - Guanjing Hu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, China
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China
| | - Peng Chen
- College of Agriculture, Guangxi University; Guangxi Key Laboratory of Agro-environment and Agric-products Safety; Key Laboratory of Crop Genetic Breeding and Germplasm Innovation, Nanning 530004, PR China
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Yan B, Chang C, Gu Y, Zheng N, Fang Y, Zhang M, Wang G, Zhang L. Genome-Wide Identification, Classification, and Expression Analyses of the CsDGAT Gene Family in Cannabis sativa L. and Their Response to Cold Treatment. Int J Mol Sci 2023; 24:ijms24044078. [PMID: 36835488 PMCID: PMC9963917 DOI: 10.3390/ijms24044078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 02/03/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023] Open
Abstract
Hempseed is a nutrient-rich natural resource, and high levels of hempseed oil accumulate within hemp seeds, consisting primarily of different triglycerides. Members of the diacylglycerol acyltransferase (DGAT) enzyme family play critical roles in catalyzing triacylglycerol biosynthesis in plants, often governing the rate-limiting step in this process. As such, this study was designed to characterize the Cannabis sativa DGAT (CsDGAT) gene family in detail. Genomic analyses of the C. sativa revealed 10 candidate DGAT genes that were classified into four families (DGAT1, DGAT2, DGAT3, WS/DGAT) based on the features of different isoforms. Members of the CsDGAT family were found to be associated with large numbers of cis-acting promoter elements, including plant response elements, plant hormone response elements, light response elements, and stress response elements, suggesting roles for these genes in key processes such as development, environmental adaptation, and abiotic stress responses. Profiling of these genes in various tissues and varieties revealed varying spatial patterns of CsDGAT expression dynamics and differences in expression among C. sativa varieties, suggesting that the members of this gene family likely play distinct functional regulatory functions CsDGAT genes were upregulated in response to cold stress, and significant differences in the mode of regulation were observed when comparing roots and leaves, indicating that CsDGAT genes may play positive roles as regulators of cold responses in hemp while also playing distinct roles in shaping the responses of different parts of hemp seedlings to cold exposure. These data provide a robust basis for further functional studies of this gene family, supporting future efforts to screen the significance of CsDGAT candidate genes to validate their functions to improve hempseed oil composition.
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Affiliation(s)
- Bowei Yan
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
| | - Chuanyi Chang
- Harbin Academy of Agricultural Science, Harbin 150028, China
| | - Yingnan Gu
- Remote Sensing Technique Center, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
| | - Nan Zheng
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
| | - Yuyan Fang
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
| | - Ming Zhang
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
| | - Guijiang Wang
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
- Correspondence: (G.W.); (L.Z.)
| | - Liguo Zhang
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
- Correspondence: (G.W.); (L.Z.)
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Arjmand MP, Lahiji HS, Golfazani MM, Biglouei MH. New insights on the regulatory network of drought-responsive key genes in Arabidopsis thaliana. Genetica 2023; 151:29-45. [PMID: 36474134 DOI: 10.1007/s10709-022-00177-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 11/23/2022] [Indexed: 12/12/2022]
Abstract
Drought stress is complex abiotic stress that seriously affects crop productivity and yield. Many genes with various functions are induced in response to drought stress. The present study aimed to identify drought-responsive hub genes and their related regulation network in Arabidopsis thaliana under drought stress. In this study, RNA-sequencing data of well-watered and drought treatment samples of Arabidopsis were analyzed, and differential expression genes were identified. The gene ontology enrichment and protein-protein interaction network analyses were performed for differential expression genes. Then, the most important hub genes, gene ontology enrichment, co-expression network, and prediction of related miRNAs of hub genes were investigated by in silico approaches. A total of 2462 genes were expressed differentially, of which 1926 transcripts were up-regulated under drought stress, and the rest were down-regulated. WRKY33, WRKY40, AT1G19020, STZ, SYP122, CNI1, CML37, BCS1, AT3G02840, and AT5G54490 were identified as hub genes in drought stress. The gene ontology analysis showed that hub genes significantly enriched in response to hypoxia, chitin, wounding, and salicylic acid-mediated signaling pathway. The hub genes were co-expressed with important drought-responsive genes such as WRKY46, WRKY60, CML38, ERF6, ERF104, and ERF1A. They were regulated by many stress-responsive miRNAs, such as ath-miR5021, miR413, miR5998, and miR162, that could be used as candidate miRNAs for regulating key genes under drought stress. It seems that the regulation network was involved in signaling pathways and protein degradation under drought stress, and it consists of several important genes and miRNAs that are potential candidates for plant improvement and breeding programs.
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Affiliation(s)
- Maryam Pasandideh Arjmand
- Department of Plant Biotechnology, Faculty of Agricultural Sciences, University of Guilan, Rasht, Iran
| | | | | | - Mohammad Hassan Biglouei
- Department of Water Engineering, Faculty of Agricultural Sciences, University of Guilan, Rasht, Iran
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