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Jin X, Meng L, Qi Z, Mi L. Effects of dietary selenium deficiency and supplementation on liver in grazing sheep: insights from transcriptomic and metabolomic analysis. Front Vet Sci 2024; 11:1358975. [PMID: 38962704 PMCID: PMC11220315 DOI: 10.3389/fvets.2024.1358975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 06/10/2024] [Indexed: 07/05/2024] Open
Abstract
Background Mineral elements play a crucial role in supporting the life activities and physiological functions of animals. However, numerous studies have revealed that in some geographical areas and certain grazing situations, grazing livestock frequently suffers from mineral element deficiencies due to the loss of mineral elements from grassland forages, such as selenium (Se). To shed fresh light on this issue, this study aims to investigate the impact of dietary Se deficiency and supplementation on the liver of grazing sheep in these challenging conditions. Method This study involved 28 grazing Mongolian Wu Ranke sheep with an average body weight of about 32.20 ± 0.37 kg, which were divided into the Se treatment group and the control group. The Se treatment group was fed with the low-Se diet for 60 days and then continued to be fed with the high-Se diet for 41 days. The liver concentration of minerals, transcriptomic analysis, and untargeted metabolomic analysis were conducted to assess the impact of Se deficiency and supplementation on the liver of grazing sheep. Results Dietary Se deficiency and supplementation significantly reduced and elevated liver concentration of Se, respectively (p < 0.05). Gene functional enrichment analysis suggested that dietary Se deficiency might impair protein synthesis efficiency, while Se supplementation was found to enhance liver protein synthesis in grazing sheep. AGAP1, ERN1, MAL2, NFIC, and RERG were identified as critical genes through the weighted gene correlation network analysis, the quantitative real-time polymerase chain reaction, and the receiver operating characteristic curve validation that could potentially serve as biomarkers. Metabolomics analysis revealed that dietary Se deficiency significantly reduced the abundance of metabolites such as 5-hydroxytryptamine, while dietary Se supplementation significantly elevated the abundance of metabolites such as 5-hydroxytryptophan (p < 0.05). Conclusion Integrative analysis of the transcriptome and metabolome revealed that dietary Se deficiency led to reduced hepatic antioxidant and anti-inflammatory capacity, whereas Se supplementation increased the hepatic antioxidant and anti-inflammatory capacity in grazing Wu Ranke sheep. These findings provide new insights into the effects of dietary Se deficiency and supplementation on the liver of grazing sheep, potentially leading to improved overall health and well-being of grazing livestock.
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Affiliation(s)
| | | | - Zhi Qi
- School of Life Sciences, Inner Mongolia University, Hohhot, China
| | - Lan Mi
- School of Life Sciences, Inner Mongolia University, Hohhot, China
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Yang W, He Q, Zhang L, Xiao J, Yang J, Che B, Zhang B, Chen H, Li J, Jiang Y. Transcriptomics and metabolomics analyses provide insights into resistance genes of tree ferns. Front Genet 2024; 15:1398534. [PMID: 38915824 PMCID: PMC11194355 DOI: 10.3389/fgene.2024.1398534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 04/30/2024] [Indexed: 06/26/2024] Open
Abstract
As ancient organisms, tree ferns play a crucial role as an evolutionary bridge between lower and higher plant species, providing various utilitarian benefits. However, they face challenges such as overexploitation, climate change, adverse environmental conditions, and insect pests, resulting in conservation concerns. In this study, we provide an overview of metabolic and transcriptomic resources of leaves in two typical tree ferns, A. spinulosa and A. metteniana, and explore the resistance genes for the first time. The landscape of metabolome showed that the compound skimmin may hold medicinal significance. A total of 111 differentially accumulated metabolites (DAMs) were detected, with pathway enrichment analysis highlighting 14 significantly enriched pathways, including 2-oxocarboxylic acid metabolism possibly associated with environmental adaptations. A total of 14,639 differentially expressed genes (DEGs) were found, among which 606 were resistance (R) genes. We identified BAM1 as a significantly differentially expressed R gene, which is one of the core genes within the R gene interaction network. Both the maximum-likelihood phylogenetic tree and the PPI network revealed a close relationship between BAM1, FLS2, and TMK. Moreover, BAM1 showed a significant positive correlation with neochlorogenic acid and kaempferol-7-O-glucoside. These metabolites, known for their antioxidant and anti-inflammatory properties, likely play a crucial role in the defense response of tree ferns. This research provides valuable insights into the metabolic and transcriptomic differences between A. spinulosa and A. metteniana, enhancing our understanding of resistance genes in tree ferns.
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Affiliation(s)
- Weicheng Yang
- School of Life Sciences, Guizhou Normal University/Institute of Karst Caves, Guizhou Normal University, Guiyang, China
| | - Qinqin He
- Guizhou Chishui Alsophila National Nature Reserve Administration, Chishui, China
| | - Lijun Zhang
- Science and Technology Branch, Guizhou Normal University, Guiyang, China
| | - Jiaxing Xiao
- School of Life Sciences, Guizhou Normal University/Institute of Karst Caves, Guizhou Normal University, Guiyang, China
| | - Jiao Yang
- School of Life Sciences, Guizhou Normal University/Institute of Karst Caves, Guizhou Normal University, Guiyang, China
| | - Bingjie Che
- School of Life Sciences, Guizhou Normal University/Institute of Karst Caves, Guizhou Normal University, Guiyang, China
| | - BingChen Zhang
- School of Life Sciences, Guizhou Normal University/Institute of Karst Caves, Guizhou Normal University, Guiyang, China
| | - Handan Chen
- School of Life Sciences, Guizhou Normal University/Institute of Karst Caves, Guizhou Normal University, Guiyang, China
| | - Jiang Li
- Biozeron Shenzhen, Inc., Shenzhen, China
| | - Yu Jiang
- School of Life Sciences, Guizhou Normal University/Institute of Karst Caves, Guizhou Normal University, Guiyang, China
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Jin X, Meng L, Qi Z, Mi L. Transcriptomics and metabolomics analysis reveal the dietary copper deficiency and supplementation effects of liver gene expression and metabolite change in grazing sheep. BMC Genomics 2024; 25:220. [PMID: 38413895 PMCID: PMC10900733 DOI: 10.1186/s12864-024-10134-3] [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: 10/03/2023] [Accepted: 02/16/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND The appropriate mineral nutrients are essential for sheep growth and reproduction. However, traditional grazing sheep often experience mineral nutrient deficiencies, especially copper (Cu), due to inadequate mineral nutrients from natural pastures. RESULTS The results indicated that dietary Cu deficiency and supplementation significantly reduced and elevated liver concentration of Cu, respectively (p < 0.05). FOXO3, PLIN1, ACTN2, and GHRHR were identified as critical genes using the weighted gene co-expression network analysis (WGCNA), quantitative real-time polymerase chain reaction (qRT-PCR), and receiver operating characteristic curve (ROC) validation as potential biomarkers for evaluating Cu status in grazing sheep. Combining these critical genes with gene functional enrichment analysis, it was observed that dietary Cu deficiency may impair liver regeneration and compromise ribosomal function. Conversely, dietary Cu supplementation may enhance ribosomal function, promote lipid accumulation, and stimulate growth and metabolism in grazing sheep. Metabolomics analysis indicated that dietary Cu deficiency significantly decreased the abundance of metabolites such as cholic acid (p < 0.05). On the other hand, dietary Cu supplementation significantly increased the abundance of metabolites such as palmitic acid (p < 0.05). Integrative analysis of the transcriptome and metabolome revealed that dietary Cu deficiency may reduce liver lipid metabolism while Cu supplementation may elevate it in grazing sheep. CONCLUSIONS The Cu content in diets may have an impact on hepatic lipid metabolism in grazing sheep. These findings provide new insights into the consequences of dietary Cu deficiency and supplementation on sheep liver and can provide valuable guidance for herders to rationalize the use of mineral supplements.
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Affiliation(s)
- Xiwei Jin
- School of Life Sciences, Inner Mongolia University, Hohhot, 010000, China
| | - Lingbo Meng
- School of Life Sciences, Inner Mongolia University, Hohhot, 010000, China
| | - Zhi Qi
- School of Life Sciences, Inner Mongolia University, Hohhot, 010000, China
| | - Lan Mi
- School of Life Sciences, Inner Mongolia University, Hohhot, 010000, China.
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Yin Y, Qiao S, Kang Z, Luo F, Bian Q, Cao G, Zhao G, Wu Z, Yang G, Wang Y, Yang Y. Transcriptome and Metabolome Analyses Reflect the Molecular Mechanism of Drought Tolerance in Sweet Potato. PLANTS (BASEL, SWITZERLAND) 2024; 13:351. [PMID: 38337884 PMCID: PMC10857618 DOI: 10.3390/plants13030351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024]
Abstract
Sweet potato (Ipomoea batatas (L.) Lam.) is one of the most widely cultivated crops in the world, with outstanding stress tolerance, but drought stress can lead to a significant decrease in its yield. To reveal the response mechanism of sweet potato to drought stress, an integrated physiological, transcriptome and metabolome investigations were conducted in the leaves of two sweet potato varieties, drought-tolerant zhenghong23 (Z23) and a more sensitive variety, jinong432 (J432). The results for the physiological indexes of drought showed that the peroxidase (POD) and superoxide dismutase (SOD) activities of Z23 were 3.68 and 1.21 times higher than those of J432 under severe drought, while Z23 had a higher antioxidant capacity. Transcriptome and metabolome analysis showed the importance of the amino acid metabolism, respiratory metabolism, and antioxidant systems in drought tolerance. In Z23, amino acids such as asparagine participated in energy production during drought by providing substrates for the citrate cycle (TCA cycle) and glycolysis (EMP). A stronger respiratory metabolism ability could better maintain the energy supply level under drought stress. Drought stress also activated the expression of the genes encoding to antioxidant enzymes and the biosynthesis of flavonoids such as rutin, resulting in improved tolerance to drought. This study provides new insights into the molecular mechanisms of drought tolerance in sweet potato.
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Affiliation(s)
- Yumeng Yin
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China;
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450001, China
| | - Shouchen Qiao
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Zhihe Kang
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Feng Luo
- Henan Provincial Center of Seed Industry Development, Zhengzhou 450007, China;
| | - Qianqian Bian
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Guozheng Cao
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Guorui Zhao
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Zhihao Wu
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Guohong Yang
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Yannan Wang
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
| | - Yufeng Yang
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China;
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450001, China
- Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China; (S.Q.); (Z.K.); (Q.B.); (G.C.); (G.Z.); (Z.W.); (G.Y.)
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Li H, Gui Y, Zhu K, Wei J, Zhang R, Yang R, Tang L, Zhou H, Liu X. Comparative transcriptomic analyses of two sugarcane Saccharum L. cultivars differing in drought tolerance. FRONTIERS IN PLANT SCIENCE 2023; 14:1243664. [PMID: 37885666 PMCID: PMC10598656 DOI: 10.3389/fpls.2023.1243664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 09/27/2023] [Indexed: 10/28/2023]
Abstract
Sugarcane (Saccharum spp.) is an important cash crop, and drought is an important factors limiting its yield. To study the drought resistance mechanism of sugarcane, the transcriptomes of two sugarcane varieties with different levels of drought resistance were compared under different water shortage levels. The results showed that the transcriptomes of the two varieties were significantly different. The differentially expressed genes were enriched in starch and sucrose metabolism, linoleic acid metabolism, glycolysis/gluconeogenesis, and glyoxylate and dicarboxylate metabolic pathways. Unique trend genes of the variety with strong drought resistance (F172) were significantly enriched in photosynthesis, mitogen-activated protein kinases signaling pathway, biosynthesis of various plant secondary metabolites, and cyanoamino acid metabolism pathways. Weighted correlation network analysis indicated that the blue4 and plum1 modules correlated with drought conditions, whereas the tan and salmon4 modules correlated with variety. The unique trend genes expressed in F172 and mapped to the blue4 module were enriched in photosynthesis, purine metabolism, starch and sucrose metabolism, beta-alanine metabolism, photosynthesis-antenna proteins, and plant hormone signal transduction pathways. The expression of genes involved in the photosynthesis-antenna protein and photosynthesis pathways decreased in response to water deficit, indicating that reducing photosynthesis might be a means for sugarcane to respond to drought stress. The results of this study provide insights into drought resistance mechanisms in plants, and the related genes and metabolic pathways identified may be helpful for sugarcane breeding in the future.
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Affiliation(s)
- Haibi Li
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
- Guangxi South Subtropical Agricultural Science Research Institute, Guangxi Academy of Agricultural Sciences, Chongzuo, China
| | - Yiyun Gui
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Kai Zhu
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Jinju Wei
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Ronghua Zhang
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Rongzhong Yang
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Liqiu Tang
- Guangxi South Subtropical Agricultural Science Research Institute, Guangxi Academy of Agricultural Sciences, Chongzuo, China
| | - Hui Zhou
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Xihui Liu
- Sugarcane Research Center of Chinese Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Sugarcane Genetic Improvement, Guangxi Academy of Agricultural Sciences, Nanning, China
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Li J, Tian Z, Li J, Askari K, Han A, Ma J, Liu R. Physcion and chitosan-Oligosaccharide (COS) synergistically improve the yield by enhancing photosynthetic efficiency and resilience in wheat (Triticum aestivum L.). PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 203:107993. [PMID: 37678090 DOI: 10.1016/j.plaphy.2023.107993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 08/02/2023] [Accepted: 08/29/2023] [Indexed: 09/09/2023]
Abstract
As progressively increasing food safety concerns, diversified plant diseases and abiotic stresses, environmental-friendly bio-pesticides and bio-stimulants combinations may are likely to serve as a vital means of safeguarding green and sustainable food production. Accordingly, in this study, pot and field trials were performed to examine the application potential of the combination of physcion and chitosan-Oligosaccharide (COS) in wheat production. Wheat seeds were coated with physcion and COS and the effects exerted by them on morphology, physiology and yield of the wheat were investigated. As indicated by the results, the combination of physcion and COS not only did not inhibit the growth of wheat seedlings, but also synergistically increased root vigor and photosynthetic pigment content. Simultaneously, the lignin content in the roots and leaves was increased significantly. Moreover, the result confirmed that the combination of both substances reduced the MDA content, which was correlated with the up-regulation of the transcript expression level of antioxidant enzyme genes and the resulting increased enzyme activity. Furthermore, this combination synergistically increased the net photosynthetic rate (Pn) of the flag leaves and ultimately contributed to the increase in yield. Notably, the above-mentioned desirable cooperative effect was not limited by cultivars and cultivation methods. The conclusion of this study suggested that the combination of physcion and COS synergistically improved the photosynthetic rate and resilience in wheat, such that high wheat yields can be more significantly maintained, and future food security can be more effectively ensured.
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Affiliation(s)
- Jingchong Li
- Henan Engineering Research Center of Green Pesticide Creation & Intelligent Pesticide Residue Sensor Detection and School of Resources and Environment, Henan Institute of Science and Technology, Xinxiang, Henan, 453003, China; University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Zhixiang Tian
- Henan Engineering Research Center of Green Pesticide Creation & Intelligent Pesticide Residue Sensor Detection and School of Resources and Environment, Henan Institute of Science and Technology, Xinxiang, Henan, 453003, China
| | - Jingkun Li
- Henan Engineering Research Center of Green Pesticide Creation & Intelligent Pesticide Residue Sensor Detection and School of Resources and Environment, Henan Institute of Science and Technology, Xinxiang, Henan, 453003, China
| | - Komelle Askari
- Institute of Soil and Water Conservation, Northwest A&F University, Yangling, Shanxi, 712100, China
| | - Aohui Han
- Henan Engineering Research Center of Green Pesticide Creation & Intelligent Pesticide Residue Sensor Detection and School of Resources and Environment, Henan Institute of Science and Technology, Xinxiang, Henan, 453003, China
| | - Junwei Ma
- Henan Engineering Research Center of Green Pesticide Creation & Intelligent Pesticide Residue Sensor Detection and School of Resources and Environment, Henan Institute of Science and Technology, Xinxiang, Henan, 453003, China
| | - Runqiang Liu
- Henan Engineering Research Center of Green Pesticide Creation & Intelligent Pesticide Residue Sensor Detection and School of Resources and Environment, Henan Institute of Science and Technology, Xinxiang, Henan, 453003, China.
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Wang X, Zhou X, Qu Z, Yan C, Ma C, Liu J, Dong S. Regulation of soybean drought response by mepiquat chloride pretreatment. FRONTIERS IN PLANT SCIENCE 2023; 14:1149114. [PMID: 37235038 PMCID: PMC10207941 DOI: 10.3389/fpls.2023.1149114] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 04/19/2023] [Indexed: 05/28/2023]
Abstract
Introduction Soybean is the world's most important cultivated crop, and drought can affect their growth and, eventually, yields. Foliar application of mepiquat chloride (MC) can potentially alleviate the damage caused by drought stress in plants; however, the mechanism of MC regulation of soybean drought response has not been studied. Methods This study investigated the mechanism of soybean drought response regulation by mepiquat chloride in two varieties of soybean, sensitive Heinong 65 (HN65) and drought-tolerant Heinong44 (HN44), under three treatment scenarios, normal, drought stress, and drought stress + MC conditions. Results and discussion MC promoted dry matter accumulation under drought stress, reduced plant height, decreased antioxidant enzyme activity, and significantly decreased malondialdehyde content. The light capture processes, photosystems I and II, were inhibited; however, accumulation and upregulation of several amino acids and flavonoids by MC was observed. Multi-omics joint analysis indicated 2-oxocarboxylic acid metabolism and isoflavone biosynthetic pathways to be the core pathways by which MC regulated soybean drought response. Candidate genes such as LOC100816177, SOMT-2, LOC100784120, LOC100797504, LOC100794610, and LOC100819853 were identified to be crucial for the drought resistance of soybeans. Finally, a model was constructed to systematically describe the regulatory mechanism of MC application in soybean under drought stress. This study fills the research gap of MC in the field of soybean resistance.
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Affiliation(s)
- Xiyue Wang
- College of Agriculture, Northeast Agricultural University, Harbin, China
| | - Xinyu Zhou
- College of Agriculture, Northeast Agricultural University, Harbin, China
| | - Zhipeng Qu
- College of Agriculture, Northeast Agricultural University, Harbin, China
| | - Chao Yan
- College of Agriculture, Northeast Agricultural University, Harbin, China
| | - Chunmei Ma
- College of Agriculture, Northeast Agricultural University, Harbin, China
| | - Jun Liu
- Lab of Functional Genomics and Bioinformatics, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Shoukun Dong
- College of Agriculture, Northeast Agricultural University, Harbin, China
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