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Ren X, Ma W, Xuan S, Li D, Wang Y, Xu Y, Feng D, Zhao J, Chen X, Luo S, Shen S, Gu A. Hormones and carbohydrates synergistically regulate the formation of swollen roots in a Chinese cabbage translocation line. HORTICULTURE RESEARCH 2023; 10:uhad121. [PMID: 37554342 PMCID: PMC10405133 DOI: 10.1093/hr/uhad121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 05/23/2023] [Indexed: 08/10/2023]
Abstract
The genus Brassica contains a rich diversity of species and morphological types, including leaf, root, and oil crops, all of which show substantial phenotypic variation. Both Chinese cabbage and cabbage are typical leaf-type crops with normal roots. We created translocation lines based on interspecific crosses between Chinese cabbage and cabbage and identified qdh225, which exhibited a swollen-root phenotype. The swollen root of qdh225 contained a large number of granular substances, and the formation of its irregular morphological tissue was caused by a thickening of the phloem. Transcriptomic and metabolomic data suggested that differential expression of genes encoding nine types of enzymes involved in starch and sucrose metabolism caused changes in starch synthesis and degradation in the swollen root. These genes jointly regulated sucrose and starch levels, leading to significant enrichment of starch and soluble proteins in the swollen root and a reduction in the content of soluble sugars such as d-glucose and trehalose 6-phosphate. A significant increase in auxin (IAA) and abscisic acid (ABA) contents and a decrease in gibberellin (GA) content in the swollen root likely promoted the differential expression of genes associated with hormone signal transduction, thereby regulating the development of the swollen root. Taken together, our data suggest that accumulation of IAA and ABA and reduction in GA promote swollen root formation by regulating hormone-mediated signaling, leading to a thickening of phloem, root enlargement, and substantial accumulation of starch and soluble proteins. The latter provide materials, energy, and nutrient sources for the development of swollen roots.
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Affiliation(s)
- Xiaojing Ren
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Wei Ma
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Shuxin Xuan
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Dandan Li
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Yanhua Wang
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Yuanchao Xu
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Daling Feng
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Jianjun Zhao
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Xueping Chen
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Shuangxia Luo
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Shuxing Shen
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
| | - Aixia Gu
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, College of Horticulture, Hebei Agricultural University, 071000 Baoding, China
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Huang Y, Li Y, Liu Z, Chen W, Wang Y, Wang X, Liu Y, Zheng Y. Combined analysis of the transcriptome and metabolome provides insights into the fleshy stem expansion mechanism in stem lettuce. FRONTIERS IN PLANT SCIENCE 2022; 13:1101199. [PMID: 36589074 PMCID: PMC9798005 DOI: 10.3389/fpls.2022.1101199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 11/28/2022] [Indexed: 06/17/2023]
Abstract
As a stem variety of lettuce, the fleshy stem is the main product organ of stem lettuce. The molecular mechanism of fleshy stem expansion in stem lettuce is a complex biological process. In the study, the material accumulation, gene expression, and morphogenesis during fleshy stem expansion process were analyzed by the comparative analysis of metabolome, transcriptome and the anatomical studies. The anatomical studies showed that the occurrence and activity of vascular cambium mainly led to the development of fleshy stems; and the volume of pith cells gradually increased and arranged tightly during the expansion process. A total of 822 differential metabolites and 9,383 differentially expressed genes (DEGs) were identified by the metabolomics and transcriptomics analyses, respectively. These changes significantly enriched in sugar synthesis, glycolysis, and plant hormone anabolism. The expression profiles of genes in the sugar metabolic pathway gradually increased in fleshy stem expansion process. But the sucrose content was the highest in the early stage of fleshy stem expansion, other sugars such as fructose and glucose content increased during fleshy stem expansion process. Plant hormones, including IAA, GA, CTK, and JA, depicted important roles at different stem expansion stages. A total of 1,805 DEGs were identified as transcription factors, such as MYB, bHLH, and bZIP, indicating that these transcription factor families might regulate the fleshy stems expansion in lettuce. In addition, the expression patterns identified by qRT-PCR were consistent with the expression abundance identified by the transcriptome data. The important genes and metabolites identified in the lettuce fleshy stem expansion process will provide important information for the further molecular mechanism study of lettuce fleshy stem growth and development.
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Affiliation(s)
- Ying Huang
- College of Agriculture and Forestry Sciences, Linyi University, Linyi, China
| | - Yanwen Li
- College of Horticulture, Sichuan Agricultural University, Chengdu, China
| | - Zhenning Liu
- College of Agriculture and Forestry Sciences, Linyi University, Linyi, China
| | - Wanqin Chen
- College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, China
| | - Yalin Wang
- College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, China
| | - Xiaohua Wang
- College of Agriculture and Forestry Sciences, Linyi University, Linyi, China
| | - Yihua Liu
- College of Agriculture and Forestry Sciences, Linyi University, Linyi, China
| | - Yangxia Zheng
- College of Horticulture, Sichuan Agricultural University, Chengdu, China
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Li M, Xie F, Li J, Sun B, Luo Y, Zhang Y, Chen Q, Wang Y, Zhang F, Zhang Y, Lin Y, Wang X, Tang H. Tumorous Stem Development of Brassica Juncea: A Complex Regulatory Network of Stem Formation and Identification of Key Genes in Glucosinolate Biosynthesis. PLANTS (BASEL, SWITZERLAND) 2020; 9:E1006. [PMID: 32784853 PMCID: PMC7466272 DOI: 10.3390/plants9081006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 07/31/2020] [Accepted: 08/06/2020] [Indexed: 11/16/2022]
Abstract
Stem mustard is a stem variety of mustard, an important Brassica vegetable. The formation and development of the tumorous stem, which is the key organ for the direct yield and quality, is a complex biological process involving morphogenesis, material accumulation and gene regulation. In this study, we demonstrated through anatomical studies that stem swelling is mainly dependent on the increase in the number of cells and the volume of parenchyma cells in the cortex and pith. To further understand transcript and metabolic changes during stem swelling, we obtained 27,901 differentially expressed genes, of which 671 were specifically detected using transcriptome sequencing technology in all four stages of stem swelling. Functional annotation identified enrichment for genes involved in photosynthesis, energy metabolism, cell growth, sulfur metabolism and glucosinolate biosynthesis. Glucosinolates are a group of nitrogen- and sulfur-containing secondary metabolites, which largely exist in the Cruciferous vegetables. HPLC analysis of the contents and components of glucosinolates in four different stem development stages revealed eight glucosinolates, namely, three aliphatic glucosinolates (sinigrin, glucoalyssin and gluconapin), four indole glucosinolates (4-hydroxyglucobrassicin, glucobrassicin, 4-methoxyglucobrassicin and neoglucobrassicin) and one aromatic glucosinolate (gluconasturtiin). All these types of glucosinolates showed a significant downward trend during the stem swelling period. The content of aliphatic glucosinolates was the highest, with sinigrin being the main component. In addition, qPCR was used to validate the expression of nine genes involved in glucosinolate biosynthesis. Most of these genes were down-regulated during stem swelling in qPCR, which is consistent with transcriptome data. These data provide a basic resource for further molecular and genetic research on Brassica juncea.
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Affiliation(s)
- Mengyao Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Fangjie Xie
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Jie Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Bo Sun
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Ya Luo
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Yong Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Qing Chen
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Yan Wang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Fen Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
| | - Yunting Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Yuanxiu Lin
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Xiaorong Wang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Haoru Tang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (Y.W.); (F.Z.); (Y.Z.); (Y.L.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
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Li M, Xie F, He Q, Li J, Liu J, Sun B, Luo Y, Zhang Y, Chen Q, Zhang F, Gong R, Wang Y, Wang X, Tang H. Expression Analysis of XTH in Stem Swelling of Stem Mustard and Selection of Reference Genes. Genes (Basel) 2020; 11:genes11010113. [PMID: 31968559 PMCID: PMC7016721 DOI: 10.3390/genes11010113] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 01/08/2020] [Accepted: 01/15/2020] [Indexed: 02/05/2023] Open
Abstract
Accurate analysis of gene expression requires selection of appropriate reference genes. In this study, we report analysis of eight candidate reference genes (ACTIN, UBQ, EF-1α, UBC, IF-4α, TUB, PP2A, and HIS), which were screened from the genome and transcriptome data in Brassica juncea. Four statistical analysis softwares geNorm, NormFinder, BestKeeper, and RefFinder were used to test the reliability and stability of gene expression of the reference genes. To further validate the stability of reference genes, the expression levels of two CYCD3 genes (BjuB045330 and BjuA003219) were studied. In addition, all genes in the xyloglucan endotransglucosylase/hydrolase (XTH) family were identified in B. juncea and their patterns at different periods of stem enlargement were analyzed. Results indicated that UBC and TUB genes showed stable levels of expression and are recommended for future research. In addition, XTH genes were involved in regulation of stem enlargement expression. These results provide new insights for future research aiming at exploring important functional genes, their expression patterns and regulatory mechanisms for mustard development.
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Affiliation(s)
- Mengyao Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Fangjie Xie
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Qi He
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Jie Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Jiali Liu
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Bo Sun
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Ya Luo
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Yong Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Qing Chen
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Fen Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Ronggao Gong
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
| | - Yan Wang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Xiaorong Wang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Haoru Tang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (M.L.); (F.X.); (J.L.); (B.S.); (Y.L.); (Y.Z.); (Q.C.); (F.Z.); (Y.W.); (X.W.)
- Institute of Pomology and Olericulture, Sichuan Agricultural University, Chengdu 611130, China
- Correspondence: ; Tel.: +86-288-629-1949
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Liu X, Sun L, Wu Q, Men X, Yao L, Xing S. Transcriptome profile analysis reveals the ontogenesis of rooted chichi in Ginkgo biloba L. Gene 2018; 669:8-14. [DOI: 10.1016/j.gene.2018.05.066] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2017] [Revised: 05/11/2018] [Accepted: 05/17/2018] [Indexed: 01/18/2023]
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Lutova LA, Dodueva IE, Lebedeva MA, Tvorogova VE. Transcription factors in developmental genetics and the evolution of higher plants. RUSS J GENET+ 2015. [DOI: 10.1134/s1022795415030084] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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