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Knoch D, Rugen N, Thiel J, Heuermann MC, Kuhlmann M, Rizzo P, Meyer RC, Wagner S, Schippers JHM, Braun HP, Altmann T. A spatio-temporal transcriptomic and proteomic dataset of developing Brassica napus seeds. Sci Data 2025; 12:759. [PMID: 40335559 PMCID: PMC12059035 DOI: 10.1038/s41597-025-05115-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 04/29/2025] [Indexed: 05/09/2025] Open
Abstract
Oilseed rape (Brassica napus) seeds are of major economic and nutritional value since they are rich in both oil and proteins, which accumulate predominantly in the embryonic cotyledons during the filling period. Developmental phases such as embryogenesis, seed filling, and maturation have been associated with specific changes in the transcriptional landscape and are controlled by interactions of regulatory components, particularly transcription factors and cis-regulatory elements. However, the global changes on the protein level remain largely elusive. Here, we investigated the dynamics of seed development by an integrative analysis of the seed transcriptome and proteome. Plants of the winter-type cultivar Express 617 were grown under controlled, field-like conditions in the IPK PhenoSphere, and developing seeds were collected for temporally and spatially resolved multi-omics analyses. The dataset covers five stages, from pre-storage to seed maturation, and includes spatial information on four dissected organs/tissues. It provides comprehensive insights into differentiation and developmental processes of the Brassica napus seed and may serve as starting point to select potentially important genes for detailed functional investigations.
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Affiliation(s)
- Dominic Knoch
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Nils Rugen
- Institute of Plant Genetics, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
| | - Johannes Thiel
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Marc C Heuermann
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Markus Kuhlmann
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Paride Rizzo
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Rhonda C Meyer
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Steffen Wagner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Jos H M Schippers
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany
| | - Hans-Peter Braun
- Institute of Plant Genetics, Leibniz University Hannover, Herrenhäuser Straße 2, 30419, Hannover, Germany
| | - Thomas Altmann
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Department of Molecular Genetics, Corrensstraße 3, 06466 Seeland OT, Gatersleben, Germany.
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Liu S, Tang L, Fu J, Zhao C, Zhang Y, Yin M, Wang M, Wang R, Zhao Y. Low CO 2 concentration, a key environmental factor for developing plateau adapted rapeseed. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2024; 17:28. [PMID: 38383434 PMCID: PMC10880361 DOI: 10.1186/s13068-024-02481-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 02/15/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Photosynthesis is a fundamental process that underlies the formation of crop yield, wherein light serves as the driving force and carbon dioxide (CO2) as the raw material. These two factors have a direct influence on the progress and efficiency of photosynthesis in crops. Rapeseed is one of the four major oilseed crops worldwide. Plateau rapeseed has now become a research hotspot. However, the lack of high-yielding rapeseed germplasm resources on the plateau and the highly efficient strategy for screening them severely affect the development of rapeseed industry in plateau. RESULTS In the rapeseed experimental fields located on the plateau (Lhasa, Tibet), we measured abundant sunlight, characterized by an average daily photosynthetically active radiation (PAR) of 1413 μmol m-2 s-1. In addition, the atmospheric CO2 concentrations range from 300 to 400 ppm, which is only two-thirds of that in the plain (Chengdu, Sichuan). We found that under different measurement conditions of light intensity and CO2 concentration, different rapeseed genotypes showed significant differences in leaf photosynthetic efficiency during the seedling stage. Moreover, the rapeseed materials with high photosynthetic efficiency under low CO2 concentrations rather than high light intensity, exhibited significant advantages in biomass, yield, and oil content when cultivated on the plateau, indicating that the CO2 is the key environmental factor which limited rapeseed production in plateau. Based on photosynthetic efficiency screening under low CO2 concentrations, six rapeseed varieties SC3, SC10, SC25, SC27, SC29 and SC37, shown significantly higher yields in plateau environment compared to local control variety were obtained. In addition, the adaptability of rapeseed to plateau was found to be related to the activities of key Calvin cycle enzymes and the accumulation of photosynthetic products. CONCLUSIONS This study established a screening strategy for plateau high-yielding rapeseed materials, obtained six varieties which were suitable for plateau cultivation, explored the mechanism of rapeseed response to the plateau environment, and thus provides a feasible strategy for plateau-adapted rapeseed breeding.
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Affiliation(s)
- Sha Liu
- Key Laboratory for Bio-Resources and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, China
| | - Lin Tang
- Tibet Academy of Agriculture and Animal Husbandry Sciences, Lhasa, China
| | - Jingyan Fu
- Key Laboratory for Bio-Resources and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, China
| | - Caixia Zhao
- Tibet Academy of Agriculture and Animal Husbandry Sciences, Lhasa, China
| | - Ying Zhang
- Key Laboratory for Bio-Resources and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, China
| | - Meng Yin
- Key Laboratory for Bio-Resources and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, China
| | - Maolin Wang
- Key Laboratory for Bio-Resources and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, China
| | - Rui Wang
- Key Laboratory for Bio-Resources and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, China.
| | - Yun Zhao
- Key Laboratory for Bio-Resources and Eco-Environment, College of Life Sciences, Sichuan University, Chengdu, China.
- Science and Technology Innovation Center of Sichuan Modern Seed Industry Group, Chengdu, China.
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Lu M, Zhang Y, Wang S, Wang X, Zhang S, De J. Ephedrine and pseudoephedrine in Ephedra saxatilis on the vertical altitude gradient changed in southern Tibet Plateau, China. PLoS One 2023; 18:e0290696. [PMID: 37624827 PMCID: PMC10456159 DOI: 10.1371/journal.pone.0290696] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
Ephedra is one of the world's most important plants, used in medicine, plants and ecology. Most Ephedra grows in plain areas and is stable. But the plateau environment is special, with the change of altitude, the variety difference of plateau Ephedra saxatilis is very obvious. E. saxatilis metabolism on the Tibetan Plateau is not only affected by altitude, but also environmental conditions such as climate conditions and different soil components. However, the change mechanism of E. saxatilis alkaloids in special ecological environment is still unclear. Therefore, we analyzed the metabolic and altitude of E. saxatilis species in the Tibetan Plateau. Through the functional analysis of Kyoto Metabolism and Metabolomic Encyclopedia (KEGG), we can determine that the number of E. saxatilis metabolites decreases with the increase of altitude, and there are differences in metabolism among the three mountains. This was confirmed by univariate analysis of the top five metabolic pathways. Based on the analysis of soil and metabolomics, it was found that soil water content was also a factor affecting E. saxatilis metabolism. According to the difference of vertical height gradient, ephedrine and pseudephedrine showed the same change in vertical altitude under different mountains. Ephedrine increased as the altitude gradient increased, and pseudoephedrine decreased as the altitude gradient decreased. Our results provide valuable information for further study of metabolic mechanism and efficacy stability. It provides useful reference for the research of E. saxatilis planting in special area.
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Affiliation(s)
- Mengnan Lu
- School of Ecology and Environment, Tibet University, Lhasa, Tibet, China
| | - Yongjuan Zhang
- School of Ecology and Environment, Tibet University, Lhasa, Tibet, China
| | - Shiyan Wang
- School of Ecology and Environment, Tibet University, Lhasa, Tibet, China
| | - Xiaona Wang
- School of Ecology and Environment, Tibet University, Lhasa, Tibet, China
| | - Shengnan Zhang
- School of Ecology and Environment, Tibet University, Lhasa, Tibet, China
| | - Ji De
- School of Ecology and Environment, Tibet University, Lhasa, Tibet, China
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Hussain MA, Luo D, Zeng L, Ding X, Cheng Y, Zou X, Lv Y, Lu G. Genome-wide transcriptome profiling revealed biological macromolecules respond to low temperature stress in Brassica napus L. FRONTIERS IN PLANT SCIENCE 2022; 13:1050995. [PMID: 36452101 PMCID: PMC9702069 DOI: 10.3389/fpls.2022.1050995] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 10/14/2022] [Indexed: 06/12/2023]
Abstract
Brassica napus L. (B. napus) is a vital oilseed crop cultivated worldwide; low temperature (LT) is one of the major stress factors that limit its growth, development, distribution, and production. Even though processes have been developed to characterize LT-responsive genes, only limited studies have exploited the molecular response mechanisms in B. napus. Here the transcriptome data of an elite B. napus variety with LT adaptability was acquired and applied to investigate the gene expression profiles of B. napus in response to LT stress. The bioinformatics study revealed a total of 79,061 unigenes, of which 3,703 genes were differentially expressed genes (DEGs), with 2,129 upregulated and 1,574 downregulated. The Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis pinpointed that the DEGs were enriched in LT-stress-responsive biological functions and metabolic pathways, which included sugar metabolism, antioxidant defense system, plant hormone signal transduction, and photosynthesis. Moreover, a group of LT-stress-responsive transcription factors with divergent expression patterns under LT was summarized. A combined protein interaction suggested that a complex interconnected regulatory network existed in all detected pathways. RNA-seq data was verified using real-time quantitative polymerase chain reaction analysis. Based on these findings, we presented a hypothesis model illustrating valuable information for understanding the LT response mechanisms in B. napus.
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Affiliation(s)
- Muhammad Azhar Hussain
- Key Laboratory of Biology and Genetic Improvement of Oil Crops Research Institute, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China
| | - Dan Luo
- Key Laboratory of Biology and Genetic Improvement of Oil Crops Research Institute, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China
| | - Liu Zeng
- Key Laboratory of Biology and Genetic Improvement of Oil Crops Research Institute, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China
| | - Xiaoyu Ding
- Key Laboratory of Biology and Genetic Improvement of Oil Crops Research Institute, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China
| | - Yong Cheng
- Key Laboratory of Biology and Genetic Improvement of Oil Crops Research Institute, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China
| | - Xiling Zou
- Key Laboratory of Biology and Genetic Improvement of Oil Crops Research Institute, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China
| | - Yan Lv
- Key Laboratory of Biology and Genetic Improvement of Oil Crops Research Institute, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China
| | - Guangyuan Lu
- School of Biology and Food Engineering, Guangdong University of Petrochemical Technology, Maoming, China
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