1
|
Min Y, He S, Wang X, Hu H, Wei S, Ge A, Jiang L, Yang S, Guo Y, Liu Z, Chen M. Transcription factors BnaC09.FUL and BnaC06.WIP2 antagonistically regulate flowering time under long-day conditions in Brassica napus. J Genet Genomics 2025; 52:650-665. [PMID: 39674274 DOI: 10.1016/j.jgg.2024.12.003] [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: 08/03/2024] [Revised: 12/03/2024] [Accepted: 12/04/2024] [Indexed: 12/16/2024]
Abstract
Appropriate flowering time in rapeseed (Brassica napus L.) is vital for preventing losses from weather, diseases, and pests. However, the molecular basis of its regulation remains largely unknown. Here, a genome-wide association study identifies BnaC09.FUL, a MADS-box transcription factor, as a promising candidate gene regulating flowering time in B. napus. BnaC09.FUL expression increases sharply in B. napus shoot apices near bolting. BnaC09.FUL overexpression results in early flowering, while BnaFUL mutation causes delayed flowering in B. napus. A zinc finger transcription factor, BnaC06.WIP2, is identified as an interaction partner of BnaC09.FUL, and BnaC06.WIP2 overexpression delays flowering in B. napus, with RNA sequencing revealing its influence on the expression of many flowering-associated genes. We further demonstrate that BnaC06.WIP2 directly represses the expression of BnaA05.SOC1, BnaC03.SOC1, BnaC04.SOC1, BnaC06.FT, BnaA06.LFY, BnaC07.FUL, BnaA08.CAL, and BnaC03.CAL and indirectly inhibits the expression of other flowering time-related genes. Genetic and molecular investigations highlight the antagonistic relationship between BnaC09.FUL and BnaC06.WIP2 in regulating the flowering time in B. napus through direct regulation of the expression of BnaC03.SOC1, BnaA08.CAL, and BnaC03.CAL. Overall, our findings provide a mechanism by which the BnaC09.FUL-BnaC06.WIP2 transcriptional regulatory module controls the flowering time in B. napus.
Collapse
Affiliation(s)
- Yuanchang Min
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Shuangcheng He
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Xin Wang
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Huan Hu
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Shihao Wei
- Hybrid Rapeseed Research Center of Shaanxi Province, Yangling, Shaanxi 712100, China
| | - Ankang Ge
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Lixi Jiang
- Provincial Key Laboratory of Crop Gene Resource, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Saiqi Yang
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Yuan Guo
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Zijin Liu
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Mingxun Chen
- State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, National Yangling Agricultural Biotechnology & Breeding Center, Shaanxi Key Laboratory of Crop Heterosis, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China.
| |
Collapse
|
2
|
Zhao Z, Wang S, Wang Y, Xu F. Imbalance between boron and phosphorus supply influences boron deficiency symptoms in Brassica napus L. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2025. [PMID: 40276952 DOI: 10.1002/jsfa.14304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 03/22/2025] [Accepted: 04/11/2025] [Indexed: 04/26/2025]
Abstract
BACKGROUND The occurrence of boron (B) deficiency in Brassicaceae crops has increased in recent years. Inappropriate application of B with other nutrients often exacerbates symptoms of B deficiency. The aim of this study was to explore the interactive effects of B and phosphorus (P) on the B deficiency symptoms of rapeseed (Brassica napus L.). Two rapeseed cultivars ('W10' and 'ZS11') were treated with two B application rates (low and high B) and three P application rates (low, medium, and high P), and the growth parameters (root morphology, B absorption and distribution, and the P/B ratio) were examined in pot and hydroponic experiments. RESULTS Under low B conditions, plants showed severely reduced root and shoot growth but it was greatly improved when supplemented with medium P supply. Further analysis revealed that high P combined with low B decreased the B concentration of newly initiated leaves and seeds, and increased the P/B ratio in plants compared with the medium P and low B combination, resulting in the aggravation of B deficiency of rapeseed. In comparison with the B-inefficient cultivar 'W10', the B-efficient cultivar 'ZS11' had superior growth and seed yield under low B conditions. Furthermore, 'W10' and 'ZS11' displayed significant differences in the response of the interaction between B and P to plant P/B ratio and root morphological parameters, which may reflect distinct genotype characteristics. CONCLUSION The findings emphasize the importance of interactions between B and P in the growth and yield formation of rapeseed in B-deficient soils, as imbalanced B and P supply can exacerbate B deficiency symptoms in rapeseed. © 2025 Society of Chemical Industry.
Collapse
Affiliation(s)
- Zhe Zhao
- College of Agriculture, Henan University of Science and Technology, Luoyang, China
- National Key Laboratory of Crop Genetic Improvement, Microelement Research Centre, Huazhong Agricultural University, Wuhan, China
| | - Sheliang Wang
- National Key Laboratory of Crop Genetic Improvement, Microelement Research Centre, Huazhong Agricultural University, Wuhan, China
| | - Youqiang Wang
- National Key Laboratory of Crop Genetic Improvement, Microelement Research Centre, Huazhong Agricultural University, Wuhan, China
| | - Fangsen Xu
- National Key Laboratory of Crop Genetic Improvement, Microelement Research Centre, Huazhong Agricultural University, Wuhan, China
| |
Collapse
|
3
|
Zhang Y, Yuan X, Zhang Y, Luo Y, Zhao K, Zu F, Tian Z, Li J, Zhang L, He X, Gao J, Fu M, Li G, Liu F. GWAS and WGCNA analysis uncover candidate genes associated with drought in Brassica juncea L. FRONTIERS IN PLANT SCIENCE 2025; 16:1551804. [PMID: 40256595 PMCID: PMC12007043 DOI: 10.3389/fpls.2025.1551804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Accepted: 03/19/2025] [Indexed: 04/22/2025]
Abstract
Drought poses a major challenge to crop growth and yield, and exploring the drought tolerance of crops is an effective and economical approach to mitigating the effects of drought. To screen drought-tolerant germplasm resources and key functional genes related to drought tolerance in Brassica juncea L.(193 accessions), three treatments were applied at the germination and seedling stages:control(CK), moderate drought stress (M), and severe drought stress (S). Drought tolerance identification, GWAS, and RNA-Seq analysis of these materials under different treatments showed that drought stress significantly reduced the germination rate, aboveground and underground fresh weight at the seedling stage, harvest index at maturity, and expanded the root/shoot ratio. From the 193 materials, 24 drought-tolerant, 139 drought-tolerant medium, and 30 drought-sensitive materials were identified. The 77 SNPs identified by GWAS were associated with the relative germination rate at the germination stage, and the fresh weight of the aboveground and underground parts at the seedling stage, which could be integrated into 27 QTLs. WGCNA identified 15, 0, and 5 modules significantly related to drought tolerance in the aboveground and underground parts at the germination and seedling stages, respectively. By correlating the significant GWAS SNPs with the significant WGCNA modules, a total of 11 genes related to drought tolerance under moderate and severe drought stress were identified. These genes were involved in the regulation of auxin-responsive protein (SAUR), LEA protein, glucosidase, AP2/ERF, WRKY and GATA transcription factors, FLZ zinc finger domain, PRP, and b561 proteins. Among them, the BjuB035910 gene was detected in the underground parts of the seedling and germination stages under moderate drought stress. GWAS and selective sweep analysis jointly identified the 23.955-24.089 Mb region of chromosome B06, where four genes (BjuB022264, BjuB022292, BjuB022282, and BjuB022235) were located, as confirmed by WGCNA analysis. A total of 125 SNPs with high linkage disequilibrium were found in this region, and 12 haplotypes were detected, with Hap1 being present exclusively in drought-tolerant materials and Hap3-Hap12 distributed in drought-sensitive materials. These findings provide new insights into the drought tolerance mechanisms of B. juncea and will contribute to the breeding of drought-tolerant rapeseed varieties.
Collapse
Affiliation(s)
- Yusong Zhang
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Xiaoyan Yuan
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Yunyun Zhang
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Yanqing Luo
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Kaiqin Zhao
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Feng Zu
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Zhengshu Tian
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Jinfeng Li
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Lifan Zhang
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Xiaoying He
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Jinxiang Gao
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Minglian Fu
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Genze Li
- Industrial Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Yunnan Key Laboratory of Genetic Improvement of Herbal Oil Crops, Kunming, China
| | - Feihu Liu
- College of Agriculture, Yunnan University, Kunming, China
| |
Collapse
|
4
|
Riaz M, Rafiq M, Nawaz HH, Miao W. Bridging Molecular Insights and Agronomic Innovations: Cutting-Edge Strategies for Overcoming Boron Deficiency in Sustainable Rapeseed Cultivation. PLANTS (BASEL, SWITZERLAND) 2025; 14:995. [PMID: 40219062 PMCID: PMC11990839 DOI: 10.3390/plants14070995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2025] [Revised: 03/03/2025] [Accepted: 03/12/2025] [Indexed: 04/14/2025]
Abstract
Boron (B) is an essential micronutrient for the growth, development, and maintenance of cellular integrity in vascular plants, and is especially important in cell wall synthesis and reproductive development. Rapeseed (Brassica napus L.), one of the dominant oil crops globally, has a high boron demand and its yield is dramatically decreased under B-deficiency conditions. Rapeseed, which is very sensitive to boron deficiency, suffers from reduced growth and reproductive development, ultimately causing severe yield losses. Here, we reviewed the present state of knowledge on the physiological function of boron in rapeseed, mechanisms of boron uptake and transport, specific effects of boron deficiency in rapeseed, and approaches to alleviate boron deficiency in rapeseed at the agronomical and molecular levels. A specific focus is given to recent molecular breakthroughs and agronomic approaches that may improve boron efficiency. The review focuses on practices that may alleviate the problems caused by boron-deficient soils by investigating the genetic and physiological mechanisms of boron tolerance. In summary, this review describes the integration of molecular information with practical agronomy as an important aspect of breeding future nutrient-efficient rapeseed cultivars that can sustain increasing yields while being cultivated in regions with boron-deficient soils.
Collapse
Affiliation(s)
- Muhammad Riaz
- Guangdong Engineering and Technology Center for Environmental Pollution Prevention and Control in Agricultural Producing Areas, College of Resources and Environment, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China;
| | - Muhammad Rafiq
- Jiangxi Key Laboratory for Sustainable Utilization of Chinese Materia Medica Resources, Lushan Botanical Garden, Chinese Academy of Sciences, Jiujiang 332900, China;
- Lushan Xinglin Institute for Medicinal Plants, Jiujiang Xinglin Key Laboratory for Traditional Chinese Medicines, Jiujiang 332900, China
| | - Hafiz Husnain Nawaz
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bozen Bolzano, 39100 Bozen-Bolzano, Italy;
| | - Weiguo Miao
- Key Laboratory of Green Prevention and Control of Tropical Plant Disease and Pests, Ministry of Education, College of Plant Protection, Hainan University, Haikou 570228, China
- Danzhou Invasive Species Observation and Research Station of Hainan Province, Hainan University, Dazhou 571737, China
| |
Collapse
|
5
|
Bao L, Xinhong L, Qian Y, Hui Z, Wenqing T, Mingli Y, Lichao D, Mei L, Liang Q, Yiming G. A glycogen synthase kinase-3 gene enhances grain yield heterosis in semi-dwarf rapeseed. PLANT MOLECULAR BIOLOGY 2025; 115:45. [PMID: 40085170 DOI: 10.1007/s11103-025-01555-z] [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: 05/30/2024] [Accepted: 01/04/2025] [Indexed: 03/16/2025]
Abstract
Optimizing plant height is a key breeding objective in Brassica napus to enhance lodging resistance and increase yield potential. In the present study, we identified a semi-dwarf gene in rapeseed, BnDWARF5 (BnDF5), which encodes a glycogen synthase kinase 3, BRASSINOSTEROID-INSENSITIVE 2 (BnaC03.BIN2), primarily controlling the elongation of basal internodes by inhibiting the elongation of internode cells. Genetic mapping and cloning revealed that BnDF5 is governed by a semi-dominant/dominant gene located on chromosome C03. Sequencing uncovered an SNP in BnaC03.BIN2 due to an amino acid substitution, which was confirmed via kompetitive allele-specific polymerase chain reaction marker analysis, and expressing the mutated BnaC03.BIN2 in the wild type resulted in decreased plant height. Practical breeding applications showed that heterozygous BnDF5 plants exhibited optimal intermediate height and strong yield heterosis, making the semi-dwarf mutant a valuable genetic resource for developing semi-dwarf rapeseed varieties with improved lodging resistance and yield.
Collapse
Affiliation(s)
- Li Bao
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Liu Xinhong
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Yang Qian
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Zhang Hui
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Tan Wenqing
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Yan Mingli
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Deng Lichao
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Li Mei
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Yuelushan Laboratory, Changsha, 410128, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Qu Liang
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China.
- Yuelushan Laboratory, Changsha, 410128, China.
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China.
| | - Guo Yiming
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China.
- Yuelushan Laboratory, Changsha, 410128, China.
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China.
| |
Collapse
|
6
|
Qadir M, Lin X, Nabi F, Ashok KK, Zhou XR, Sun Q, Shi P, Wang X, Shi J, Wang H. Dissection of the genetic basis and molecular mechanism of ovule number per ovary in oilseed rape ( Brassica napus L.). FRONTIERS IN PLANT SCIENCE 2025; 15:1489490. [PMID: 39935687 PMCID: PMC11811079 DOI: 10.3389/fpls.2024.1489490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Accepted: 12/09/2024] [Indexed: 02/13/2025]
Abstract
Ovule number per ovary (ONPO) determines the maximum potential of seed number per fruit that is a direct component of seed yield in crops. This study aimed to dissect the genetic basis and molecular mechanism of ONPO using a newly developed doubled haploid (DH) population in oilseed rape. In all the four investigated environments, the ONPO of 201 DH lines exhibited normal distribution with a wide variation from 22.6 to 41.8, suggesting quantitative inheritance appropriate for mapping QTL. A skeleton genetic map of 2111 markers within 19 linkage groups was developed, with a total of 1715.71 cM in length and an average of 0.82 cM between markers. Linkage mapping identified ten QTLs that were distributed on eight chromosomes and explained 7.0-15.9% of the phenotypic variance. Among these, four were identical to the reported and two were repeatedly detected with relatively large effects, highlighting their potential for marker-assisted selection. Phytohormone quantification of ovaries (at the ovule initiation stage) from two pools of high and low ONPO lines showed significant differences in the levels of nine sub-types of phytohormones, suggesting their important roles in regulating ovule number. Transcriptomic analysis identified 7689 differentially expressed genes (DEGs) between the two pools, of which nearly half were enriched into functional categories of reported genes regulating ONPO, including protein, RNA, signalling, miscellaneous, development, hormone metabolism, and tetrapyrrole synthesis. Integration of linkage QTL mapping, transcriptome sequencing and BLAST analysis identified 15 homologues of reported ovule number genes and 327 DEGs in the QTL regions, which were considered as direct and potential candidate genes. These findings propose further insights into the genetic basis and molecular mechanisms of ONPO, which will facilitate future gene cloning and genetic improvement for enhancing seed yield in oilseed rape.
Collapse
Affiliation(s)
- Muslim Qadir
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, Hubei, China
- College of Agriculture, South China Agricultural University, Guangzhou, China
- Integrative Agriculture Department, College of Agriculture and Veterinary Medicine, United Arab Emirates University (UAEU), Abu Dhabi, United Arab Emirates
| | - Xinyi Lin
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, Hubei, China
| | - Farhan Nabi
- College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Kishore Kumar Ashok
- Integrative Agriculture Department, College of Agriculture and Veterinary Medicine, United Arab Emirates University (UAEU), Abu Dhabi, United Arab Emirates
| | - Xue-Rong Zhou
- Commonwealth Scientific and Industrial Research Organization (CSIRO) Agriculture Food, Canberra, ACT, Australia
| | - Qingbin Sun
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, Hubei, China
| | - Peiman Shi
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, Hubei, China
| | - Xinfa Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, Hubei, China
| | - Jiaqin Shi
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, Hubei, China
| | - Hanzhong Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, Hubei, China
| |
Collapse
|
7
|
Xu Q, Wang J, Wang D, Lv X, Fu L, He P, Mei D, Chen H, Wei F. Comprehensive physicochemical indicators analysis and quality evaluation model construction for the post-harvest ripening rapeseeds. Food Chem 2025; 463:141331. [PMID: 39305671 DOI: 10.1016/j.foodchem.2024.141331] [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: 07/20/2024] [Revised: 09/04/2024] [Accepted: 09/15/2024] [Indexed: 11/06/2024]
Abstract
Rapeseed (Brassica napus L.) is the second largest globally cultivated oil crop, but the effects of post-harvested ripening on rapeseed quality is unclear and unpredictable. This study reveals the relationship between post-harvest ripening periods (PHR) and physicochemical quality of different rapeseed cultivars using comprehensive physicochemical indicators analysis. The results indicate that PHR led to a gradual decrease in chlorophyll, carotenoid and moisture content but continually increased oil and total phenol content (TPC). Besides, 295 lipid molecules from 13 lipid subclasses were identified, revealing that the relative content of triacylglycerol (TG) was progressively increased while diacylglycerol (DG) demonstrated a consistent decline throughout the PHR. Correlation analysis, hierarchical cluster analysis (HCA) and principal component analysis (PCA) were employed to construct and verify the comprehensive quality evaluation model for rapeseeds in PHR. This paper develops a comprehensive quality evaluation model for post-harvest ripening rapeseeds and advances the development of agricultural products.
Collapse
Affiliation(s)
- Qiuhui Xu
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Jie Wang
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Dan Wang
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Xin Lv
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Li Fu
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Ping He
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Desheng Mei
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Hong Chen
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China
| | - Fang Wei
- Key Laboratory of Oilseeds Processing of Ministry of Agriculture, Hubei Key Laboratory of Lipid Chemistry and Nutrition, Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Wuhan, Hubei 430062, PR China; Hubei Hongshan Laboratory, Wuhan, Hubei, 430070, PR China.
| |
Collapse
|
8
|
Zhao D, Zhou B, Hong B, Mao J, Chen H, Wu J, Liao L, Guan C, Guan M. The Function of Two Brassica napus β-Ketoacyl-CoA Synthases on the Fatty Acid Composition. PLANTS (BASEL, SWITZERLAND) 2025; 14:202. [PMID: 39861556 PMCID: PMC11769367 DOI: 10.3390/plants14020202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 12/27/2024] [Accepted: 01/08/2025] [Indexed: 01/27/2025]
Abstract
Rapeseed (Brassica napus L.) is one of the four major oilseed crops in the world and is rich in fatty acids. Changes in the fatty acid composition affect the quality of rapeseed. Fatty acids play various roles in plants, but the functions of the genes involved in the fatty acid composition during plant development remain unclear. β-Ketoacyl-CoA synthase (KCS) is a key enzyme involved in the elongation of fatty acids. Various types of fatty acid products are used to build lipid molecules, such as oils, suberin, wax, and membrane lipids. In B. napus, BnaKCSA8 and BnaKCSC3 belong to the KCS family, but their specific functions remain unclear. This study cloned BnaKCSA8 and BnaKCSC3 from Brassica napus L. and analyzed their functions. The gene structures of BnaKCSA8 and BnaKCSC3 were similar and they were localized to the endoplasmic reticulum (ER). In yeast, overexpression of BnaKCSA8 increased the ratios of palmitoleic acid and oleic acid, while BnaKCSC3 decreased the ratios of oleic acid. In Arabidopsis, overexpression of BnaKCSA8 and BnaKCSC3 lead to an increase in the proportion of linoleic acid and a decrease in the erucic acid. In summary, BnaKCSA8 and BnaKCSC3 altered the composition ratios of fatty acids. These findings lay the foundation for an understanding of the role of KCS in the fatty acids in rapeseed, potentially improving its health and nutritional qualities.
Collapse
Affiliation(s)
- Dongfang Zhao
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
| | - Bingqian Zhou
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
| | - Bo Hong
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
| | - Jiajun Mao
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
| | - Hu Chen
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
| | - Junjie Wu
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
| | - Li Liao
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
| | - Chunyun Guan
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
- Hunan Branch of National Oilseed Crops Improvement Center, Changsha 410128, China
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China, Changsha 410128, China
| | - Mei Guan
- College of Agriculture, Hunan Agricultural University, Changsha 410128, China; (D.Z.); (B.Z.); (B.H.); (J.M.); (H.C.); (J.W.); (L.L.); (C.G.)
- Hunan Branch of National Oilseed Crops Improvement Center, Changsha 410128, China
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China, Changsha 410128, China
| |
Collapse
|
9
|
Li R, Liu Y, Zhang Y, Yan Z, Cao Y, Li Q, Mei Y, Sun S, Cao X, Guo L, Gao J. Effects of high α-linolenic acid transgenic rapeseed oil diet on growth performance, fat deposition, flesh quality, antioxidant capacity, and immunity of juvenile largemouth bass (Micropterus salmoides). Lipids 2025; 60:25-37. [PMID: 39356000 DOI: 10.1002/lipd.12419] [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: 06/05/2024] [Revised: 09/08/2024] [Accepted: 09/11/2024] [Indexed: 10/03/2024]
Abstract
Omega-3 long-chain polyunsaturated fatty acid (n-3 LC-PUFA) increases in aquatic products contributes to improving meat quality, thereby positively impacting human health. Different from marine fish which primarily obtain n-3 LC-PUFAs directly from zooplankton and algae, freshwater fish mainly utilize dietary linolenic acid (ALA) as a substrate to synthesize n-3 LC-PUFAs. Our team has successfully created a transgenic rapeseed oil (TRO) with high ALA content. Therefore, we here assessed the impacts of four different diets (LR, low-fat rapeseed oil (RO) diet; HR, high-fat RO diet; LTR, low-fat TRO diet; HTR, high-fat TRO diet) on growth performance, lipid accumulation, fatty acid composition, antioxidant capacity, immunity and serum biochemical indexes of juvenile largemouth bass (Micropterus salmoides), an economically valuable freshwater fish. The results showed no significant difference in survival rate among the four dietary groups. No significant differences in body weight gain and final weight were found between the LR and LTR groups, as well as between HR and HTR groups. No matter if it was a high-fat or low-fat diet, compared with the RO diet, TRO diets significantly increased the content of n-3 LC-PUFA, improved meat quality, effectively alleviated lipid accumulation in livers and muscles of juvenile largemouth bass. In addition, using high-fat diets, TRO diet improved the antioxidant capacity and immune ability of juvenile largemouth bass, thereby promoting the overall health of fish. This study provides novel insights for fish feed formulation optimization from the perspective of genetically modified feed ingredients, and high-quality aquatic products for human consumption.
Collapse
Affiliation(s)
- Rongyun Li
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
- Hubei Provincial Engineering Laboratory for Pond Aquaculture, Huazhong Agricultural University, Wuhan, China
| | - Yunhao Liu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China
- Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, China
| | - Yunbang Zhang
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
| | - Ze Yan
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
| | - Yun Cao
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
| | - Qingshan Li
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
| | - Yihui Mei
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
| | - Shouxiang Sun
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
| | - Xiaojuan Cao
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
- Hubei Provincial Engineering Laboratory for Pond Aquaculture, Huazhong Agricultural University, Wuhan, China
| | - Liang Guo
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China
- Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, China
| | - Jian Gao
- College of Fisheries, Engineering Research Center of Green Development for Conventional Aquatic Biological Industry in the Yangtze River Economic Belt, Ministry of Education, Huazhong Agricultural University, Wuhan, China
- Hubei Provincial Engineering Laboratory for Pond Aquaculture, Huazhong Agricultural University, Wuhan, China
| |
Collapse
|
10
|
Xiao X, Duan B, Huang F, Zhi X, Jiang Z, Ma N. Analysis of canopy light utilization efficiency in high-yielding rapeseed varieties. Sci Rep 2024; 14:31243. [PMID: 39732880 DOI: 10.1038/s41598-024-82602-5] [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: 08/13/2024] [Accepted: 12/06/2024] [Indexed: 12/30/2024] Open
Abstract
The photosynthetic mechanism responsible for the differences in yield between different rapeseed varieties remains unclear, and there have been no consensus and definite conclusions about the relationship between photosynthesis and yield. Representation of the whole plant by measuring the photosynthetic performance at a single site may lead to biased results. In this study, we comprehensively analyzed the main photosynthetic organs of four high-yielding rapeseed varieties at the seedling, bud, flowering, and podding stages. The canopy photosynthetic parameters were derived by measuring the photosynthetic area, net photosynthetic rate, and chlorophyll content, and canopy photosynthetic capacity was used to evaluate the light utilization efficiency of different rapeseed varieties to establish the relationship between canopy photosynthetic traits and yield. The results showed that there were significant differences in photosynthetic traits among different parts of rapeseed plants. The photosynthetic trait parameters of the whole plant differed significantly when represented by leaves at different positions among different varieties, and different rapeseed varieties exhibited significantly different sensitivity to light intensity. The whole-plant study showed that the canopy photosynthetic capacity was the highest and second highest at the seedling and bud stage, respectively, both of which were closely and positively correlated with rapeseed yield, and ZY501 had higher canopy photosynthetic capacity than other varieties at these two stages due to its larger canopy photosynthetic area. Canopy chlorophyll content was also positively correlated with canopy photosynthetic capacity. These results indicated that investigation of photosynthetic characteristics at single sites in rapeseed might lead to biased results of photosynthetic capacity in different varieties, and provided a new evaluation index for studying the light utilization efficiency of rapeseed. Our results also clarified that canopy photosynthetic area has significantly greater contribution to canopy photosynthetic capacity than canopy photosynthetic efficiency, and provided a theoretical basis for investigating the photosynthesis mechanism underlying high crop yield.
Collapse
Affiliation(s)
- Xiaolu Xiao
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Science, Wuhan, 430062, China
| | - Bo Duan
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Science, Wuhan, 430062, China
| | - Fangyuan Huang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Science, Wuhan, 430062, China
| | - Ximin Zhi
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Science, Wuhan, 430062, China
| | - Zhan Jiang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Science, Wuhan, 430062, China
| | - Ni Ma
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Science, Wuhan, 430062, China.
| |
Collapse
|
11
|
Kefale H, You J, Zhang Y, Getahun S, Berhe M, Abbas AA, Ojiewo CO, Wang L. Metabolomic insights into the multiple stress responses of metabolites in major oilseed crops. PHYSIOLOGIA PLANTARUM 2024; 176:e14596. [PMID: 39575499 DOI: 10.1111/ppl.14596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 10/03/2024] [Accepted: 10/08/2024] [Indexed: 12/06/2024]
Abstract
The multidimensional significance of metabolomics has gained increasing attention in oilseeds research and development. Sesame, peanut, soybean, sunflower, rapeseed, and perilla are the most important oilseed crops consumed as vegetable oils worldwide. However, multiple biotic and abiotic stressors affect metabolites essential for plant growth, development, and ecological adaptation, resulting in reduced productivity and quality. Stressors can result in dynamic changes in oilseed crops' overall performance, leading to changes in primary (ex: saccharides, lipids, organic acids, amino acids, vitamins, phytohormones, and nucleotides) and secondary (ex: flavonoids, alkaloids, phenolic acids, terpenoids, coumarins, and lignans) major metabolite classes. Those metabolites indicate plant physiological conditions and adaptation strategies to diverse biotic and abiotic stressors. Advancements in targeted and untargeted detection and quantification approaches and technologies aided metabolomics and crop improvement. This review seeks to clarify the metabolomics advancements, significant contributions of metabolites, and specific metabolites that accumulate in reaction to various stressors in oilseed crops. Considering the response of metabolites to multiple stress effects, we compiled comprehensive and combined metabolic biosynthesis pathways for six major classes. Understanding these essential metabolites and pathways can inform molecular breeding strategies to develop resilient oilseed cultivars. Hence, this review highlights metabolomics advancements and metabolites' potential roles in major oilseed crops' biotic and abiotic stress responses.
Collapse
Affiliation(s)
- Habtamu Kefale
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China
- Department of Plant Science, College of Agriculture and Natural Resources, Debre Markos University, Ethiopia
| | - Jun You
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China
| | - Yanxin Zhang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China
| | - Sewnet Getahun
- Department of Plant Science, College of Agriculture and Natural Resources, Debre Markos University, Ethiopia
| | - Muez Berhe
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China
- Tigray Agricultural Research Institute, Humera Agricultural Research Center, Tigray, Ethiopia
| | - Ahmed A Abbas
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China
- Department of Agronomy, Faculty of Agriculture, South Valley University, Qena, Egypt
| | - Chris O Ojiewo
- Dryland Crops Program, International Maize and Wheat Improvement Center (CIMMYT) ICRAF House, United Nations Avenue, Nairobi-, Kenya
| | - Linhai Wang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China
| |
Collapse
|
12
|
Zhang X, Chen Y, Chen H, Guo C, Su X, Mu T, Feng B, Wang Y, Liu Z, Zhang B, Li Y, Zhang H, Yuan W, Li H. Genome-wide analysis of TOPLESS/TOPLESS-RELATED co-repressors and functional characterization of BnaA9.TPL regulating the embryogenesis and leaf morphology in rapeseed. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2024; 346:112149. [PMID: 38851591 DOI: 10.1016/j.plantsci.2024.112149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 05/28/2024] [Accepted: 06/03/2024] [Indexed: 06/10/2024]
Abstract
TOPLESS/TOPLESS-RELATED (TPL/TPR) proteins belong to the Groucho (Gro)/Tup1 family co-repressors and act as broad co-repressors that modulate multiple phytohormone signalling pathways and various developmental processes in plant. However, TPL/TPR co-repressors so far are poorly understood in the rapeseed, one of the world-wide important oilseed crops. In this study, we comprehensively characterized eighteen TPL/TPR genes into five groups in the rapeseed genome. Members of TPL/TPR1/TPR4 and TPR2/TPR3 had close evolutionary relationship, respectively. All TPL/TPRs had similar expression patterns and encode conserved protein domain. In addition, we demonstrated that BnaA9.TPL interacted with all known plant repression domain (RD) sequences, which were distributed in non-redundant 24,238 (22.6 %) genes and significantly enriched in transcription factors in the rapeseed genome. These transcription factors were largely co-expressed with the TPL/TPR genes and involved in diverse pathway, including phytohormone signal transduction, protein kinases and circadian rhythm. Furthermore, BnaA9.TPL was revealed to regulate apical embryonic fate by interaction with Bna.IAA12 and suppression of PLETHORA1/2. BnaA9.TPL was also identified to regulate leaf morphology by interaction with Bna.AS1 (Asymmetric leaves 1) and suppression of KNOTTED-like homeobox genes and YABBY5. These data not only suggest the rapeseed TPL/TPRs play broad roles in different processes, but also provide useful information to uncover more TPL/TPR-mediated control of plant development in rapeseed.
Collapse
Affiliation(s)
- Xiaolong Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Yingying Chen
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Hongyu Chen
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Chaocheng Guo
- Shanghai Collaborative Innovation Center of Agri-Seeds, Joint Center for Single Cell Biology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xue Su
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Tingting Mu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Bin Feng
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Yu Wang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Zhixin Liu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Biaoming Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Yan Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Haitao Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Wenya Yuan
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China.
| | - Haitao Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China.
| |
Collapse
|
13
|
Liu X, Wang T, Ruan Y, Xie X, Tan C, Guo Y, Li B, Qu L, Deng L, Li M, Liu C. Comparative Metabolome and Transcriptome Analysis of Rapeseed ( Brassica napus L.) Cotyledons in Response to Cold Stress. PLANTS (BASEL, SWITZERLAND) 2024; 13:2212. [PMID: 39204648 PMCID: PMC11360269 DOI: 10.3390/plants13162212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Revised: 08/01/2024] [Accepted: 08/06/2024] [Indexed: 09/04/2024]
Abstract
Cold stress affects the seed germination and early growth of winter rapeseed, leading to yield losses. We employed transmission electron microscopy, physiological analyses, metabolome profiling, and transcriptome sequencing to understand the effect of cold stress (0 °C, LW) on the cotyledons of cold-tolerant (GX74) and -sensitive (XY15) rapeseeds. The mesophyll cells in cold-treated XY15 were severely damaged compared to slightly damaged cells in GX74. The fructose, glucose, malondialdehyde, and proline contents increased after cold stress in both genotypes; however, GX74 had significantly higher content than XY15. The pyruvic acid content increased after cold stress in GX74, but decreased in XY15. Metabolome analysis detected 590 compounds, of which 32 and 74 were differentially accumulated in GX74 (CK vs. cold stress) and XY15 (CK vs. cold stressed). Arachidonic acid and magnoflorine were the most up-accumulated metabolites in GX74 subjected to cold stress compared to CK. There were 461 and 1481 differentially expressed genes (DEGs) specific to XY15 and GX74 rapeseeds, respectively. Generally, the commonly expressed genes had higher expressions in GX74 compared to XY15 in CK and cold stress conditions. The expression changes in DEGs related to photosynthesis-antenna proteins, chlorophyll biosynthesis, and sugar biosynthesis-related pathways were consistent with the fructose and glucose levels in cotyledons. Compared to XY15, GX74 showed upregulation of a higher number of genes/transcripts related to arachidonic acid, pyruvic acid, arginine and proline biosynthesis, cell wall changes, reactive oxygen species scavenging, cold-responsive pathways, and phytohormone-related pathways. Taken together, our results provide a detailed overview of the cold stress responses in rapeseed cotyledons.
Collapse
Affiliation(s)
- Xinhong Liu
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China; (X.L.); (Y.G.)
- Key Laboratory of Hunan Provincial on Crop Epigenetic Regulation and Development, Hunan Agricultural University, Changsha 410128, China; (Y.R.); (X.X.); (C.T.)
- Yuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Tonghua Wang
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China; (X.L.); (Y.G.)
- Yuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Ying Ruan
- Key Laboratory of Hunan Provincial on Crop Epigenetic Regulation and Development, Hunan Agricultural University, Changsha 410128, China; (Y.R.); (X.X.); (C.T.)
| | - Xiang Xie
- Key Laboratory of Hunan Provincial on Crop Epigenetic Regulation and Development, Hunan Agricultural University, Changsha 410128, China; (Y.R.); (X.X.); (C.T.)
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China
| | - Chengfang Tan
- Key Laboratory of Hunan Provincial on Crop Epigenetic Regulation and Development, Hunan Agricultural University, Changsha 410128, China; (Y.R.); (X.X.); (C.T.)
| | - Yiming Guo
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China; (X.L.); (Y.G.)
- Yuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Bao Li
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China; (X.L.); (Y.G.)
- Yuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Liang Qu
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China; (X.L.); (Y.G.)
- Yuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Lichao Deng
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China; (X.L.); (Y.G.)
- Yuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Mei Li
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China; (X.L.); (Y.G.)
- Yuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Chunlin Liu
- Key Laboratory of Hunan Provincial on Crop Epigenetic Regulation and Development, Hunan Agricultural University, Changsha 410128, China; (Y.R.); (X.X.); (C.T.)
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China
| |
Collapse
|
14
|
Ye X, Zhao F, Wang Y, Xie J, Zhang H, Sa R, Sun Z, Liao X, Lu L, Feng J. Predicting metabolizable energy of soybean meal and rapeseed meal from chemical composition in broilers of different ages. Poult Sci 2024; 103:103915. [PMID: 38917611 PMCID: PMC11255898 DOI: 10.1016/j.psj.2024.103915] [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: 01/28/2024] [Revised: 05/24/2024] [Accepted: 05/24/2024] [Indexed: 06/27/2024] Open
Abstract
This study determined metabolizable energy (ME) and developed ME prediction equations for broilers based on chemical composition of soybean meal (SBM) and rapeseed meal (RSM) using a 2 × 10 factorial arrangement of age (11 to 14 or 25 to 28 d of age) and 10 sources of each ingredient. Each treatment contained 6 replicates of 8 broilers. The ME values were determined by total collection of feces and urine. Principal components analysis (PCA) of the chemical composition clearly revealed distinct differences in SBM and RSM based on a principal components (PC) score plot. The nitrogen-corrected apparent metabolizable energy (AMEn) of SBM was higher in broilers from 25 to 28 than 11 to 14 d of age (P = 0.013). Interactions between broiler age and ingredient source affected apparent metabolizable energy (AME) of SBM and ME of RSM (P < 0.05). The ME of SBM in 11 to 14 and 25 to 28-day-old broilers were estimated by crude protein (CP) content (R2≥ 0.782; SEP ≤ 83 kcal/kg DM; P < 0.001). The AME and AMEn of RSM in 11 to 14-day-old broilers were estimated by ether extract (EE), ash and acid detergent fiber (ADF) (R2 = 0.897, SEP = 106 kcal/kg DM; P = 0.002), and by EE and ash (R2 = 0.885, SEP = 98 kcal/kg DM; P = 0.001), respectively. The AME and AMEn of RSM in 25 to 28-day-old broilers were estimated by ash and ADF (R2 = 0.925, SEP = 104 kcal/kg DM; P < 0.001) and by ash and neutral detergent fiber (NDF) (R2 = 0.921, SEP = 91 kcal/kg DM; P < 0.001), respectively. These results indicate that ME of these 2 plant protein ingredients are affected interactively by chemical composition and age of broilers. This study developed robust, age-specific prediction equations of ME for broilers based on chemical composition for SBM and RSM. Overall, ME values can be predicted from CP content for SBM, or EE, ash, ADF, and NDF for RSM.
Collapse
Affiliation(s)
- Xiaomeng Ye
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Feng Zhao
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Yuming Wang
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Jingjing Xie
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Hu Zhang
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Renna Sa
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Zheng Sun
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Xiudong Liao
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Lin Lu
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Jinghai Feng
- The State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| |
Collapse
|
15
|
Huang L, Ren Y, Lin B, Hao P, Yi K, Li X, Hua S. Cytological and Molecular Characterization of a New Ogura Cytoplasmic Male Sterility Restorer of Brassica napus L. PLANTS (BASEL, SWITZERLAND) 2024; 13:1703. [PMID: 38931135 PMCID: PMC11207357 DOI: 10.3390/plants13121703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 06/09/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024]
Abstract
Ogura cytoplasmic male sterility (CMS) is considered the rapeseed (Brassica napus L.) with the most potential to be utilized as a heterosis system worldwide, but it lacks sufficient restorers. In this study, root tip cell (RTC) mitotic and pollen mother cell (PMC) meiosis observations were compared to ensure the number of chromosomes and the formation of a chromosomal bridge using restorer lines R2000, CLR650, and Zhehuhong (a new restorer) as the experimental material. Further, molecular markers of exogenous chromosomal fragments were detected and the sequence and expression differences of restorer genes in the three lines were determined to identify the distinctive characteristics of Zhehuhong. The results showed that the number of chromosomes in Zhehuhong was stable (2n = 38), indicating that the exogenous radish chromosome segment had been integrated into the chromosome of Zhehuhong. Molecular marker detection revealed that Zhehuhong was detected at most loci, with only the RMA05 locus being missed. The exogenous radish chromosome segment of Zhehuhong differed from R2000 and CLR650. The pollen mother cells of Zhehuhong showed chromosome lagging in the meiotic metaphase I, meiotic anaphase I, and meiotic anaphase II, which was consistent with R2000 and CLR650. The restorer gene PPRB in Zhehuhong had 85 SNPs compared with R2000 and 119 SNPs compared with CLR650, indicating the distinctive characteristic of PPRB in Zhehuhong. In terms of the spatial expression of PPRB, the highest level was detected in the anthers in the three restorer lines. In addition, in terms of temporal expression, the PPRB gene expression of Zhehuhong was highest at a bud length of 4 mm. Our results clearly indicated that Zhehuhong is a new restorer line for the Ogura CMS system, which can be used further in rapeseed heterosis utilization.
Collapse
Affiliation(s)
- Lan Huang
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (L.H.); (B.L.); (P.H.); (K.Y.); (X.L.)
- College of Advanced Agricultural Sciences, Zhejiang A & F University, Hangzhou 311300, China
| | - Yun Ren
- Institute of Crop, Huzhou Academy of Agricultural Sciences, Huzhou 313000, China;
| | - Baogang Lin
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (L.H.); (B.L.); (P.H.); (K.Y.); (X.L.)
| | - Pengfei Hao
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (L.H.); (B.L.); (P.H.); (K.Y.); (X.L.)
| | - Kaige Yi
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (L.H.); (B.L.); (P.H.); (K.Y.); (X.L.)
| | - Xi Li
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (L.H.); (B.L.); (P.H.); (K.Y.); (X.L.)
| | - Shuijin Hua
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (L.H.); (B.L.); (P.H.); (K.Y.); (X.L.)
| |
Collapse
|
16
|
Sun C, Wu J, Zhou X, Fu S, Liu H, Xue Z, Wang X, Peng Q, Gao J, Chen F, Zhang W, Hu M, Fu T, Wang Y, Yi B, Zhang J. Homoeologous exchanges contribute to branch angle variations in rapeseed: Insights from transcriptome, QTL-seq and gene functional analysis. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:1636-1648. [PMID: 38308663 PMCID: PMC11123428 DOI: 10.1111/pbi.14292] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 12/10/2023] [Accepted: 01/08/2024] [Indexed: 02/05/2024]
Abstract
Branch angle (BA) is a critical morphological trait that significantly influences planting density, light interception and ultimately yield in plants. Despite its importance, the regulatory mechanism governing BA in rapeseed remains poorly understood. In this study, we generated 109 transcriptome data sets for 37 rapeseed accessions with divergent BA phenotypes. Relative to adaxial branch segments, abaxial segments accumulated higher levels of auxin and exhibited lower expression of six TCP1 homologues and one GA20ox3. A co-expression network analysis identified two modules highly correlated with BA. The modules contained homologues to known BA control genes, such as FUL, YUCCA6, TCP1 and SGR3. Notably, a homoeologous exchange (HE), occurring at the telomeres of A09, was prevalent in large BA accessions, while an A02-C02 HE was common in small BA accessions. In their corresponding regions, these HEs explained the formation of hub gene hotspots in the two modules. QTL-seq analysis confirmed that the presence of a large A07-C06 HE (~8.1 Mb) was also associated with a small BA phenotype, and BnaA07.WRKY40.b within it was predicted as candidate gene. Overexpressing BnaA07.WRKY40.b in rapeseed increased BA by up to 20°, while RNAi- and CRISPR-mediated mutants (BnaA07.WRKY40.b and BnaC06.WRKY40.b) exhibited decreased BA by up to 11.4°. BnaA07.WRKY40.b was exclusively localized to the nucleus and exhibited strong expression correlations with many genes related to gravitropism and plant architecture. Taken together, our study highlights the influence of HEs on rapeseed plant architecture and confirms the role of WRKY40 homologues as novel regulators of BA.
Collapse
Affiliation(s)
- Chengming Sun
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Jian Wu
- Key Laboratory of Plant Functional Genomics of the Ministry of EducationYangzhou UniversityYangzhouChina
| | - Xiaoying Zhou
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Sanxiong Fu
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Huimin Liu
- Key Laboratory of Plant Functional Genomics of the Ministry of EducationYangzhou UniversityYangzhouChina
| | - Zhifei Xue
- National Key Laboratory of Crop Genetic Improvement/National Center of Rapeseed Improvement/Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanChina
| | - Xiaodong Wang
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Qi Peng
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Jianqin Gao
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Feng Chen
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Wei Zhang
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Maolong Hu
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| | - Tingdong Fu
- National Key Laboratory of Crop Genetic Improvement/National Center of Rapeseed Improvement/Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanChina
| | - Youping Wang
- Key Laboratory of Plant Functional Genomics of the Ministry of EducationYangzhou UniversityYangzhouChina
| | - Bin Yi
- National Key Laboratory of Crop Genetic Improvement/National Center of Rapeseed Improvement/Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanChina
| | - Jiefu Zhang
- Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture and Rural Affairs/Key Laboratory of Jiangsu Province for Agrobiology/Institute of Industrial CropsJiangsu Academy of Agricultural SciencesNanjingChina
| |
Collapse
|
17
|
Liu W, Li S, Tao J, Liu X, Yin G, Xia Y, Wang T, Zhang H. CARM30: China annual rapeseed maps at 30 m spatial resolution from 2000 to 2022 using multi-source data. Sci Data 2024; 11:356. [PMID: 38589398 PMCID: PMC11001952 DOI: 10.1038/s41597-024-03188-1] [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: 10/12/2023] [Accepted: 03/25/2024] [Indexed: 04/10/2024] Open
Abstract
Rapeseed is a critical cash crop globally, and understanding its distribution can assist in refined agricultural management, ensuring a sustainable vegetable oil supply, and informing government decisions. China is the leading consumer and third-largest producer of rapeseed. However, there is a lack of widely available, long-term, and large-scale remotely sensed maps on rapeseed cultivation in China. Here this study utilizes multi-source data such as satellite images, GLDAS environmental variables, land cover maps, and terrain data to create the China annual rapeseed maps at 30 m spatial resolution from 2000 to 2022 (CARM30). Our product was validated using independent samples and showed average F1 scores of 0.869 and 0.971 for winter and spring rapeseed. The CARM30 has high spatial consistency with existing 10 m and 20 m rapeseed maps. Additionally, the CARM30-derived rapeseed planted area was significantly correlated with agricultural statistics (R2 = 0.65-0.86; p < 0.001). The obtained rapeseed distribution information can serve as a reference for stakeholders such as farmers, scientific communities, and decision-makers.
Collapse
Affiliation(s)
- Wenbin Liu
- Changjiang Institute of Survey Technical Research, MWR, Wuhan, Hubei, 430011, China
- The State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, 430072, China
| | - Shu Li
- Changjiang Institute of Survey Technical Research, MWR, Wuhan, Hubei, 430011, China
| | - Jianbin Tao
- The Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province/School of Urban and Environmental Sciences, Central China Normal University, Wuhan, Hubei, 430079, China
| | - Xiangyu Liu
- The State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, 430072, China
| | - Guoying Yin
- The State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, 430072, China
| | - Yu Xia
- The State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei, 430072, China
| | - Ting Wang
- Hubei Research Institute of Spatial Planning, Wuhan, Hubei, 430064, China
| | - Hongyan Zhang
- School of Computer Sciences, China University of Geosciences, Wuhan, Hubei, 430074, China.
| |
Collapse
|
18
|
Zeng L, Zhang Y, Wu Y, Zhang X, Zhao C, Ren L, Huang J, Cheng X, Liu S, Liu L. Pathotype Characterization of Plasmodiophora brassicae by European Clubroot Differential and Williams Sets in China. PLANT DISEASE 2024; 108:847-851. [PMID: 37840291 DOI: 10.1094/pdis-08-23-1571-sc] [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: 10/17/2023]
Abstract
Clubroot disease caused by the soil-borne Plasmodiophora brassicae is devastating to Brassicaceae crops and spreading rapidly in China in recent years, resulting in great yield losses annually. Virulence of P. brassicae populations specializes and is in dynamic change in the fields. Information on the pathotypes and their distributions is crucial to control the clubroot disease. Presently, the pathotypes of P. brassicae prevalent in China, however, are not well determined. In this study, we used 16 Brassica hosts, including the European Clubroot Differential (ECD) and Williams sets, to designate the pathotypes of 33 P. brassicae populations from 13 provinces. The 33 P. brassicae populations could be divided into 26 pathotypes by the ECD set or seven pathotypes by the Williams set, revealing ECD16/15/31 and ECD16/31/31 or P4 and P2 as the predominant pathotypes. We found that the Brassica rapa differentials ECD01 to ECD04 showed stable and high levels of resistance to most pathotypes of P. brassicae in China, thereby providing valuable resources for clubroot-resistance breeding of Brassicaceae crops. The ECD set exhibited much higher discernibility and further divided the isolates that belonged to the P4 pathotype into 10 ECD pathotypes. Isolates of ECD16/23/31 and ECD16/15/31 were strongly virulent on Huashuang 5R, the first and widely used clubroot-resistant cultivar of oilseed rape in China. As we learn, 26 pathotypes are the most diverse populations of P. brassicae characterized until now in China. Our study provides new insights into virulence specialization of P. brassicae and their geographical distributions, contributing to exploitation of clubroot-resistant resources and the field layout of the present resistant Brassica crops in China.
Collapse
Affiliation(s)
- Lingyi Zeng
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Yi Zhang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Yupo Wu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Xiong Zhang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Chuanji Zhao
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Li Ren
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Junyan Huang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Xiaohui Cheng
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Shengyi Liu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Lijiang Liu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| |
Collapse
|
19
|
Guo Q, Yue X, Qi X, Feng X, Wang X, Hu X, Ma F, Zhang L, Li P, Yu L. A study of the pesticide residues in rapeseeds in China: Levels, distribution and health risk assessment. ENVIRONMENTAL RESEARCH 2024; 246:118110. [PMID: 38184066 DOI: 10.1016/j.envres.2024.118110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/19/2023] [Accepted: 01/03/2024] [Indexed: 01/08/2024]
Abstract
The aim of this survey was to evaluate the residue levels, distribution and exposure risk of the 38 most commonly used pesticides in rapeseed samples collected from the main production areas in China over a two-year period. The sampling area covered 12 provinces, including Guizhou, Shaanxi, Yunnan, Hunan, Jiangxi, Sichuan, Chongqing, Anhui, Henan, Hubei, Zhejiang, and Jiangsu provinces. The pesticide residues were determined using a QuEChERS (Quick Easy Cheap Effective Rugged and Safe) method coupled with gas chromatography-tandem mass spectrometry and liquid chromatography-tandem mass spectrometry. 8.4% of the rapeseed samples contained pesticides with a residue level ranging from 0.001 to 0.634 mg/kg. The detected analytes were imidacloprid, quizalofop-P-ethyl, thiamethoxam, paclobutrazol, prochloraz, tebuconazole, difenoconazole, s-metolachlor, carbofuran, and carbendazim. The concentrations of four analytes, including thiamethoxam, difenoconazole, carbendazim and prochloraz, exceeded the maximum residue level set by the Chinese government for rapeseed, with exceedance rates of 0.1%, 0.1%, 0.1%, and 1.1%, respectively. Based on the index of quality for residues (IqR) values, 91.6% of the total rapeseed samples had an IqR category of Excellent (IqR = 0). Only 1.5% of the tested samples were of inadequate quality. Furthermore, the assessment of chronic and acute exposure, as well as health risks associated with pesticide residues in rapeseed, was conducted for different age groups within the Chinese population, including adults (6-14 years), children (15-49 years), and the elderly (50-74 years). The results of this assessment indicated that pesticide residues in rapeseed cultivated in China are not expected to be of short- or long-term risks to the Chinese customers.
Collapse
Affiliation(s)
- Qi Guo
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China
| | - Xiaofeng Yue
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China
| | - Xin Qi
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China
| | - Xinyao Feng
- Hubei University of Chinese Medicine, School of Laboratory Medicine, Wuhan, 430065, PR China
| | - Xuefang Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China
| | - Xiaofeng Hu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China
| | - Fei Ma
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China
| | - Liangxiao Zhang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, PR China
| | - Peiwu Li
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China; Hubei Hongshan Laboratory, Wuhan, 430070, PR China; Zhejiang Xianghu Laboratory, Hangzhou, 311231, PR China
| | - Li Yu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Laboratory of Quality and Safety Risk Assessment for Oilseeds Products (Wuhan), Ministry of Agriculture and Rural Affairs, Quality Inspection and Test Center for Oilseeds Products, Ministry of Agriculture and Rural Affairs, Key Laboratory of Detection for Mycotoxins, Ministry of Agriculture and Rural Affairs, National Reference Laboratory for Agricultural Testing (Biotoxin), Wuhan, 430062, PR China.
| |
Collapse
|
20
|
Chiriacò MV, Galli N, Santini M, Rulli MC. Deforestation and greenhouse gas emissions could arise when replacing palm oil with other vegetable oils. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 914:169486. [PMID: 38145678 DOI: 10.1016/j.scitotenv.2023.169486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/18/2023] [Accepted: 12/16/2023] [Indexed: 12/27/2023]
Abstract
Oil crops are among the main drivers of global land use changes. Palm oil is possibly the most criticized, as a driver of primary tropical forests loss. This has generated two different reactions in its use in various sectors (e.g., food, feed, biodiesel, surfactant applications, etc.): from one side there is a growing claim for deforestation-free palm oil, whereas on the other side the attention raised towards other vegetable oils as possible substitutes, such as soybean, rapeseed and sunflower oil. We assess potential land use changes and consequent greenhouse gas (GHG) emissions for switching from palm oil to other oils and compare this solution to deforestation-free palm oils. We consider three scenarios of 25 %, 50 % and 100 % palm oil replacement in the eight major oil crop producing countries. Total GHG emissions account for anthropogenic emissions generated along the life cycle of the field production process and potential forest carbon stock losses from land use change for oil crops expansion. Replacing palm oil with other oils would have a worthless effect in terms of global emissions reduction since GHG emissions remain approximatively stable across the three scenarios, whereas it would produce a deforestation increase of 28.2 to 51.9 Mha worldwide (or 7 to 21.5 Mha if excluding the unlikely deforestation in USA, Russia, Ukraine and the offset deforestation in China, India). Conversely, if the global palm oil production becomes deforestation-free, its GHG emissions would be reduced by 92 %, switching from the current 371 to 29 Mt CO2eq per year. Although highlighting the historical unsustainability of oil palm plantations, results show that replacing them with other oil crops almost never represents a more sustainable solution, thus potentially questioning sustainability claims of palm oil free products with respect to deforestation-free palm oil.
Collapse
Affiliation(s)
- Maria Vincenza Chiriacò
- CMCC - Fondazione Centro euro-Mediterraneo sui Cambiamenti Climatici, IAFES Division, Viterbo, Italy.
| | - Nikolas Galli
- Department of Civil and Environmental Engineering, Politecnico di Milano, Milano, Italy
| | - Monia Santini
- CMCC - Fondazione Centro euro-Mediterraneo sui Cambiamenti Climatici, IAFES Division, Viterbo, Italy
| | - Maria Cristina Rulli
- Department of Civil and Environmental Engineering, Politecnico di Milano, Milano, Italy
| |
Collapse
|
21
|
Lei S, Chen L, Liang F, Zhang Y, Zhang C, Xiao H, Tang R, Yang B, Wang L, Jiang H. Identification of a major QTL and candidate genes analysis for branch angle in rapeseed ( Brassica napus L.) using QTL-seq and RNA-seq. FRONTIERS IN PLANT SCIENCE 2024; 15:1340892. [PMID: 38450405 PMCID: PMC10914954 DOI: 10.3389/fpls.2024.1340892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 02/08/2024] [Indexed: 03/08/2024]
Abstract
Introduction Branching angle is an essential trait in determining the planting density of rapeseed (Brassica napus L.) and hence the yield per unit area. However, the mechanism of branching angle formation in rapeseed is not well understood. Methods In this study, two rapeseed germplasm with extreme branching angles were used to construct an F2 segregating population; then bulked segregant analysis sequencing (BSA-seq) and quantitative trait loci (QTL) mapping were utilized to localize branching anglerelated loci and combined with transcriptome sequencing (RNA-seq) and quantitative real-time PCR (qPCR) for candidate gene mining. Results and discussion A branching angle-associated quantitative trait loci (QTL) was mapped on chromosome C3 (C3: 1.54-2.65 Mb) by combining BSA-seq as well as traditional QTL mapping. A total of 54 genes had SNP/Indel variants within the QTL interval were identified. Further, RNA-seq of the two parents revealed that 12 of the 54 genes were differentially expressed between the two parents. Finally, we further validated the differentially expressed genes using qPCR and found that six of them presented consistent differential expression in all small branching angle samples and large branching angles, and thus were considered as candidate genes related to branching angles in rapeseed. Our results introduce new candidate genes for the regulation of branching angle formation in rapeseed, and provide an important reference for the subsequent exploration of its formation mechanism.
Collapse
Affiliation(s)
- Shaolin Lei
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Li Chen
- Guizhou Rapeseed Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Fenghao Liang
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Yuling Zhang
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Chao Zhang
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Huagui Xiao
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Rong Tang
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Bin Yang
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Lulu Wang
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Huanhuan Jiang
- Guizhou Oil Crops Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| |
Collapse
|
22
|
Lu X, Zheng D, Feng N, Zhou G, Khan A, Zhao H, Deng P, Zhou H, Lin F, Chen Z. Metabolic Adaptations in Rapeseed: Hemin-Induced Resilience to NaCl Stress by Enhancing Growth, Photosynthesis, and Cellular Defense Ability. Metabolites 2024; 14:57. [PMID: 38248860 PMCID: PMC10818378 DOI: 10.3390/metabo14010057] [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: 12/02/2023] [Revised: 01/09/2024] [Accepted: 01/12/2024] [Indexed: 01/23/2024] Open
Abstract
This study aimed to investigate whether presoaking with hemin (5 μmol·L-1) could alleviate NaCl stress during rapeseed seedlings' growth and its role in the regulation of photosynthesis. In this experiment, 'HUAYOUZA 62 (HYZ 62)' and 'HUAYOUZA 158R (158R)' were used as materials for pot experiments to study the morphology, photosynthetic characteristics, antioxidant activity, and osmoregulatory factors of seedlings under different salt concentrations, as well as the regulatory effects of hemin-presoaked seeds. Our findings revealed that, compared the control, NaCl stress inhibited the growth of two rapeseed varieties, decreased the seedling emergence rate, and increased the content of malondialdehyde (MDA), the electrolyte leakage rate (EL) and antioxidant enzyme activity. Hemin soaking alleviated the adverse effects of salt stress and increased plant height, root elongation and dry matter accumulation. Compared with all NaCl treatments, hemin significantly enhanced photosynthetic indexes, including a percent increase of 12.99-24.36% and 5.39-16.52% in net photosynthetic rate (Pn), 17.86-48.08% and 8.6-23.44% in stomatal conductivity (Gs), and 15.42-37.94% and 11.09-19.08% in transpiration rate (Tr) for HYZ62 and 158R, respectively. Moreover, hemin soaking also increased antioxidant enzyme activities, including superoxide dismutase (SOD), catalase (CAT), peroxidase (POD), and ascorbate peroxidase (APX), reducing the malondialdehyde, and thus resulting in the alleviation of oxidative damage caused by NaCl stress. Furthermore, hemin stimulated the formation of soluble protein, which effectively regulated the osmo-protective qualities. The current findings strongly elucidate that hemin soaking could effectively alleviate the negative impacts of NaCl stress by regulating the morphological, photosynthetic, and antioxidant traits. This study provides a new idea regarding the effect of Hemin on the salt tolerance of rapeseed, and provides a basis for the practical application of Hemin in saline-alkali soil to improve the salt tolerance of cultivated rapeseed.
Collapse
Affiliation(s)
- Xutong Lu
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Dianfeng Zheng
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Naijie Feng
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Guangsheng Zhou
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China;
| | - Aaqil Khan
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Huimin Zhao
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Peng Deng
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Hang Zhou
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Feng Lin
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| | - Ziming Chen
- College of Coastal Agriculture Sciences, Guangdong Ocean University, Zhanjiang 524088, China
| |
Collapse
|
23
|
Wang K, Wang S, Wang T, Xia Q, Xia S. The Sclerotinia sclerotiorum ADP-Ribosylation Factor 6 Plays an Essential Role in Abiotic Stress Response and Fungal Virulence to Host Plants. J Fungi (Basel) 2023; 10:12. [PMID: 38248922 PMCID: PMC10817261 DOI: 10.3390/jof10010012] [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: 11/16/2023] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 01/23/2024] Open
Abstract
The ADP-ribosylation factor 6 (Arf6), as the only member of the Arf family III protein, has been extensively studied for its diverse biological functions in animals. Previously, the Arf6 protein in Magnaporthe oryzae was found to be crucial for endocytosis and polarity establishment during asexual development. However, its role remains unclear in S. sclerotiorum. Here, we identified and characterized SsArf6 in S. sclerotiorum using a reverse genetic approach. Deletion of SsArf6 impaired hyphal growth and development and produced more branches. Interestingly, knockout of SsArf6 resulted in an augmented tolerance of S. sclerotiorum towards oxidative stress, and increased its sensitivity towards osmotic stress, indicative of the different roles of SsArf6 in various stress responses. Simultaneously, SsArf6 deletion led to an elevation in melanin accumulation. Moreover, the appressorium formation was severely impaired, and fungal virulence to host plants was significantly reduced. Overall, our findings demonstrate the essential role of SsArf6 in hyphal development, stress responses, appressorium formation, and fungal virulence to host plants.
Collapse
Affiliation(s)
| | | | | | | | - Shitou Xia
- Hunan Provincial Key Laboratory of Phytohormones and Growth Development, College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China; (K.W.); (S.W.); (T.W.)
| |
Collapse
|
24
|
Hu Y, Zhang F, Hassan Javed H, Peng X, Chen H, Tang W, Lai Y, Wu Y. Controlled-Release Nitrogen Mixed with Common Nitrogen Fertilizer Can Maintain High Yield of Rapeseed and Improve Nitrogen Utilization Efficiency. PLANTS (BASEL, SWITZERLAND) 2023; 12:4105. [PMID: 38140432 PMCID: PMC10747979 DOI: 10.3390/plants12244105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 11/24/2023] [Accepted: 12/04/2023] [Indexed: 12/24/2023]
Abstract
Field experiments were conducted to study the effects of different proportions of controlled-release nitrogen fertilizer mixed with quick-acting nitrogen fertilizer on the yield and nitrogen utilization efficiency of direct-seeding rapeseed. Using a conventional nitrogen application rate of 180 kg ha-1 as a control, a total of 5 types of available nitrogen fertilizers and different proportions of controlled-release nitrogen fertilizers were mixed for fertilizer treatment. The proportion of available nitrogen fertilizer used was 135 kg ha-1, and the addition ratios of the five types of controlled-release nitrogen fertilizers were 0%, 30%, 50%, 70%, and 100%, respectively (i.e., the proportion of controlled-release nitrogen to the total nitrogen application amount). These ratios were represented as N135R0, N135R1, N135R2, N135R3, and N135R4, respectively. The results showed that there was no significant difference in the number of pods per plant, the number of seeds per pod, or the grain yield under the treatment of controlled-release nitrogen fertilizer mixed with quick-acting nitrogen fertilizer for proportions of 30-50% (N135R1~R3) when compared with the control, and a stable yield was achieved. Mixing controlled-release nitrogen fertilizer under reduced nitrogen application can significantly improve the apparent utilization rate of rapeseed nitrogen fertilizer, but it first increases and then decreases with the increase of the controlled-release nitrogen mixing ratio, reaching its highest under the N135R2 treatment. The agronomic utilization efficiency and partial productivity of nitrogen fertilizer first increased and then decreased with the increased proportion of controlled-release nitrogen, and both reached their highest utilization with the N135R2 treatment. The mixed treatment of controlled-release nitrogen did not affect soil urease activity, but significantly increased soil sucrase activity. The mixed treatment of controlled-release nitrogen also increased soil microbial biomass nitrogen and carbon content. Especially in the flowering stage, the soil microbial biomass nitrogen and carbon content was significantly higher under a controlled-release nitrogen mixing ratio of 30-50%. At the same time, it had a similar effect on soil inorganic nitrogen content. Therefore, a controlled-release nitrogen mixing treatment provided sufficient nitrogen for the key growth period of rapeseed. Under the condition of reducing the amount of nitrogen fertilizer by 25% based on the amount of nitrogen fertilizer applied to conventional rapeseed, the application of controlled-release urea mixed with common nitrogen fertilizer mixed at a ratio of 30-50% can be an effective way to maintain grain yield levels and improve nitrogen utilization efficiency.
Collapse
Affiliation(s)
- Yue Hu
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (Y.H.); (F.Z.); (H.H.J.); (X.P.); (W.T.); (Y.L.)
| | - Fangfang Zhang
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (Y.H.); (F.Z.); (H.H.J.); (X.P.); (W.T.); (Y.L.)
| | - Hafiz Hassan Javed
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (Y.H.); (F.Z.); (H.H.J.); (X.P.); (W.T.); (Y.L.)
| | - Xiao Peng
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (Y.H.); (F.Z.); (H.H.J.); (X.P.); (W.T.); (Y.L.)
- Key Laboratory of Crop Ecophysiology and Farming System in Southwest China, Chengdu 611130, China
| | - Honglin Chen
- Sichuan Academy of Agricultural Sciences, Chengdu 610066, China;
| | - Weiqun Tang
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (Y.H.); (F.Z.); (H.H.J.); (X.P.); (W.T.); (Y.L.)
| | - Ying Lai
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (Y.H.); (F.Z.); (H.H.J.); (X.P.); (W.T.); (Y.L.)
| | - Yongcheng Wu
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (Y.H.); (F.Z.); (H.H.J.); (X.P.); (W.T.); (Y.L.)
| |
Collapse
|
25
|
Song J, Chen Y, Jiang G, Zhao J, Wang W, Hong X. Integrated analysis of transcriptome and metabolome reveals insights for low-temperature germination in hybrid rapeseeds (Brassica napus L.). JOURNAL OF PLANT PHYSIOLOGY 2023; 291:154120. [PMID: 37935062 DOI: 10.1016/j.jplph.2023.154120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 10/06/2023] [Accepted: 10/16/2023] [Indexed: 11/09/2023]
Abstract
Rapeseed (Brassica napus L.) is an important oil-producing crop in China. However, cold stress in winter can adversely affect rapeseed germination and subsequently result in poor seed yield at the mature stage. Studies of differences in the transcriptional and metabolic levels of rapeseed under cold stress can improve our understanding of low-temperature germination (LTG). The current study aimed to identify the cold stress-responsive genes, metabolites, and metabolic pathways based on a combined transcriptome and metabolome analysis to understand the difference of LTG and tolerance mechanisms in the cold-tolerant (Yueyou1301, YY1301) and cold-normal (Fengyou737, FY737) rapeseed varieties. Compared to FY737, YY1301 had a higher germination rate, indole acetic acid (IAA) and gibberellic acid (GA)/(abscisic acid) ABA levels at 7.5 °C. A total of 951 differentially expressed genes (DEGs) and 86 differentially accumulated metabolites (DAMs) were identified in two rapeseed varieties. Conjoint analysis revealed 12 DAMs and 5 DEGs that were strongly correlated in inducing rapeseed LTG, which were mainly related to carbohydrate and amino acid metabolism, specifically the pathway of glutathione metabolism and starch and sucrose metabolism. These results suggest that the DAMs and DEGs involved in crucial biological pathways may regulate the LTG of rapeseed. It increases the understanding of the molecular mechanisms underlying the adaptation of rapeseed to LTG.
Collapse
Affiliation(s)
- Jiayu Song
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang 310021, China
| | - Yutiao Chen
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang 310021, China
| | - GenShui Jiang
- Hangzhou Seed Industry Group Co., Ltd., Hangzhou, Zhejiang 310021, China
| | - Jianyi Zhao
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang 310021, China
| | - Wenjia Wang
- Agricultural Extension Extending Stations, Shaoxing & Zhuji Agricultural Bureau, Shaoxing, Zhejiang 312000, China.
| | - Xiaofu Hong
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang 310021, China.
| |
Collapse
|
26
|
Fei YC, Cheng Q, Zhang H, Han C, Wang X, Li YF, Li SQ, Zhao XH. Maleic acid and malonic acid reduced the pathogenicity of Sclerotinia sclerotiorum by inhibiting mycelial growth, sclerotia formation and virulence factors. STRESS BIOLOGY 2023; 3:45. [PMID: 37955738 PMCID: PMC10643788 DOI: 10.1007/s44154-023-00122-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 09/07/2023] [Indexed: 11/14/2023]
Abstract
Sclerotinia sclerotiorum is a necrotrophic plant pathogenic fungus with broad distribution and host range. Bioactive compounds derived from plant extracts have been proven to be effective in controlling S. sclerotiorum. In this study, the mycelial growth of S. sclerotiorum was effectively inhibited by maleic acid, malonic acid, and their combination at a concentration of 2 mg/mL, with respective inhibition rates of 32.5%, 9.98%, and 67.6%. The treatment of detached leaves with the two acids resulted in a decrease in lesion diameters. Interestingly, maleic acid and malonic acid decreased the number of sclerotia while simultaneously increasing their weight. The two acids also disrupted the cell structure of sclerotia, leading to sheet-like electron-thin regions. On a molecular level, maleic acid reduced oxalic acid secretion, upregulated the expression of Ss-Odc2 and downregulated CWDE10, Ss-Bi1 and Ss-Ggt1. Differently, malonic acid downregulated CWDE2 and Ss-Odc1. These findings verified that maleic acid and malonic acid could effectively inhibit S. sclerotiorum, providing promising evidence for the development of an environmentally friendly biocontrol agent.
Collapse
Affiliation(s)
- Yu-Chen Fei
- State Key Laboratory of Agricultural Microbiology / College of Resources and Environment, Huazhong Agricultural University, Wuhan, 430070, China
- Fujian Universities and Colleges Engineering Research Center of Modern Facility Agriculture, Fuqing, 350300, China
| | - Qin Cheng
- State Key Laboratory of Agricultural Microbiology / College of Resources and Environment, Huazhong Agricultural University, Wuhan, 430070, China
| | - Huan Zhang
- State Key Laboratory of Agricultural Microbiology / College of Resources and Environment, Huazhong Agricultural University, Wuhan, 430070, China
| | - Chuang Han
- State Key Laboratory of Agricultural Microbiology / College of Resources and Environment, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xu Wang
- Institute of Quality Standard and Monitoring Technology for Agro-Products of Guangdong Academy of Agricultural Sciences, Guangzhou, 510640, China
| | - Yan-Feng Li
- State Key Laboratory of Agricultural Microbiology / College of Resources and Environment, Huazhong Agricultural University, Wuhan, 430070, China
| | - Shi-Qian Li
- Fujian Universities and Colleges Engineering Research Center of Modern Facility Agriculture, Fuqing, 350300, China.
| | - Xiao-Hu Zhao
- State Key Laboratory of Agricultural Microbiology / College of Resources and Environment, Huazhong Agricultural University, Wuhan, 430070, China.
| |
Collapse
|
27
|
Aslam MM, Farhat F, Zulfiqar S, Siddiqui MA, Asim M, Sial MA. Efficiency of nitrogen, gibberellic acid and potassium on canola production under sub-tropical regions of Pakistan. Sci Rep 2023; 13:18677. [PMID: 37907585 PMCID: PMC10618472 DOI: 10.1038/s41598-023-38997-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 03/01/2022] [Indexed: 11/02/2023] Open
Abstract
The global demand for crop production is rapidly growing due to the continued rise in world population. Crop productivity varies generally with soil nutrient profile and climate. The optimal use of fertilizers might help to attain higher crop yield in canola. To circumvent nutrient imbalance issues in soil, two separate field trials were conducted to determine (a) the best source of nitrogen (N) between ammonium sulfate (NH4)2SO4) and ammonium nitrate (NH4NO3), (b) significance of gibberellic acid (GA3) and potassium (K), in an attempt to enhance canola yield and yield attributes. Both experiments were carried out in randomized complete block design (RCBD) with three replicates. The nitrogen source in the form of NH4)2SO4 (0, 10, 20 and 30 kg/ha) and NH4NO3 (0, 50, 75 and 100 kg/ha) was applied in the rhizosphere after 3 and 7 weeks of sowing, referred to as experiment 1 (E1). In another separate experiment (E2), the canola crop was sprayed with four level of GA3 (0, 10, 15, 30 g/ha) and K (0, 2.5, 3.5, 6 g/ha) individually or in combination by using hydraulic spryer, 30 days after sowing (DAS). The data was collected at different growth stages of canola and analyzed statistically. The E1 trail showed that N fortification in the form of NH4NO3 (100 kg/ha) and (NH4)2SO4 (30 kg/ha) had a positive effect on the plant height, number of branches, fruiting zone, seed yield per plant, seed yield per hectare of canola except oil percentage. Moreover, canola plants (E2) also displayed a significant improvement on all studied features with high doses of GA3 (30 g/ha) and K (6 g/ha) individualy and in combined form. The correlation coefficient analysis of (NH4)2SO4 and NH4NO3 was highly significant to plant height, number of branches, fruiting zone, seed yield per plant, seed yield per hectare of canola In a nutshell, compared to both source of N, NH4NO3 was more efficient and readily available source of N. GA3 being a growth elicitor and potassium as a micronutrient serve as potential source to improve yield and to manage nutrient profile of canola.
Collapse
Affiliation(s)
| | - Fozia Farhat
- Department of Botany, Government College Women University, Faisalabad, Pakistan
| | - Saman Zulfiqar
- Department of Botany, The Government Sadiq College Women University, Bahawalpur, Pakistan
| | | | - Muhammad Asim
- Plant Science Division, Pakistan Agricultural Research Council (PARC), Islamabad, Pakistan
| | - Mahboob Ali Sial
- Nuclear Institute of Agriculture (NIA), Tando Jam, 70060, Sindh, Pakistan
| |
Collapse
|
28
|
Hao P, Lin B, Ren Y, Hu H, Lou W, Yi K, Xue B, Huang L, Li X, Hua S. How Antioxidants, Osmoregulation, Genes and Metabolites Regulate the Late Seeding Tolerance of Rapeseeds ( Brassica napus L.) during Wintering. Antioxidants (Basel) 2023; 12:1915. [PMID: 38001769 PMCID: PMC10669261 DOI: 10.3390/antiox12111915] [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: 09/21/2023] [Revised: 10/14/2023] [Accepted: 10/23/2023] [Indexed: 11/26/2023] Open
Abstract
Rapeseed seeding dates are largely delayed under the rice-rape rotation system, but how rapeseeds adapt to the delayed environment remains unclear. Here, five seeding dates (20 October, 30 October, 10 November, 20 November and 30 November, T1 to T5) were set and the dynamic differences between two late-seeding-tolerant (LST) and two late-seeding-sensitive (LSS) rapeseed cultivars were investigated in a field experiment. The growth was significantly repressed and the foldchange (LST/LSS) of yield increased from 1.50-T1 to 2.64-T5 with the delay in seeding. Both LST cultivars showed higher plant coverage than the LSS cultivars according to visible/hyperspectral imaging and the vegetation index acquired from an unmanned aerial vehicle. Fluorescence imaging, DAB and NBT staining showed that the LSS cultivars suffered more stress damage than the LST cultivars. Antioxidant enzymes (SOD, POD, CAT, APX) and osmoregulation substances (proline, soluble sugar, soluble protein) were decreased with the delay in seeding, while the LST cultivar levels were higher than those of the LSS cultivars. A comparative analysis of transcriptomes and metabolomes showed that 55 pathways involving 123 differentially expressed genes (DEGs) and 107 differentially accumulated metabolites (DAMs) participated in late seeding tolerance regulation, while 39 pathways involving 60 DEGs and 68 DAMs were related to sensitivity. Levanbiose, α-isopropylmalate, s-ribosyl-L-homocysteine, lauroyl-CoA and argino-succinate were differentially accumulated in both cultivars, while genes including isocitrate dehydrogenase, pyruvate kinase, phosphoenolpyruvate carboxykinase and newgene_7532 were also largely regulated. This study revealed the dynamic regulation mechanisms of rapeseeds on late seeding conditions, which showed considerable potential for the genetic improvement of rapeseed.
Collapse
Affiliation(s)
- Pengfei Hao
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (P.H.); (B.L.); (K.Y.); (B.X.); (L.H.); (X.L.)
| | - Baogang Lin
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (P.H.); (B.L.); (K.Y.); (B.X.); (L.H.); (X.L.)
| | - Yun Ren
- Huzhou Agricultural Science and Technology Development Center, Huzhou Academy of Agricultural Sciences, Huzhou 313000, China;
| | - Hao Hu
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (H.H.); (W.L.)
| | - Weidong Lou
- Institute of Digital Agriculture, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (H.H.); (W.L.)
| | - Kaige Yi
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (P.H.); (B.L.); (K.Y.); (B.X.); (L.H.); (X.L.)
| | - Bowen Xue
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (P.H.); (B.L.); (K.Y.); (B.X.); (L.H.); (X.L.)
| | - Lan Huang
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (P.H.); (B.L.); (K.Y.); (B.X.); (L.H.); (X.L.)
| | - Xi Li
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (P.H.); (B.L.); (K.Y.); (B.X.); (L.H.); (X.L.)
| | - Shuijin Hua
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (P.H.); (B.L.); (K.Y.); (B.X.); (L.H.); (X.L.)
| |
Collapse
|
29
|
Ahmad N, Ibrahim S, Kuang L, Ze T, Wang X, Wang H, Dun X. Integrating genome-wide association study with transcriptomic data to predict candidate genes influencing Brassica napus root and biomass-related traits under low phosphorus conditions. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2023; 16:149. [PMID: 37789456 PMCID: PMC10548562 DOI: 10.1186/s13068-023-02403-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 09/21/2023] [Indexed: 10/05/2023]
Abstract
BACKGROUND Rapeseed (Brassica napus L.) is an essential source of edible oil and livestock feed, as well as a promising source of biofuel. Breeding crops with an ideal root system architecture (RSA) for high phosphorus use efficiency (PUE) is an effective way to reduce the use of phosphate fertilizers. However, the genetic mechanisms that underpin PUE in rapeseed remain elusive. To address this, we conducted a genome-wide association study (GWAS) in 327 rapeseed accessions to elucidate the genetic variability of 13 root and biomass traits under low phosphorus (LP; 0.01 mM P +). Furthermore, RNA-sequencing was performed in root among high/low phosphorus efficient groups (HP1/LP1) and high/low phosphorus stress tolerance groups (HP2/LP2) at two-time points under control and P-stress conditions. RESULTS Significant variations were observed in all measured traits, with heritabilities ranging from 0.47 to 0.72, and significant correlations were found between most of the traits. There were 39 significant trait-SNP associations and 31 suggestive associations, which integrated into 11 valid quantitative trait loci (QTL) clusters, explaining 4.24-24.43% of the phenotypic variance observed. In total, RNA-seq identified 692, 1076, 648, and 934 differentially expressed genes (DEGs) specific to HP1/LP1 and HP2/LP2 under P-stress and control conditions, respectively, while 761 and 860 DEGs common for HP1/LP1 and HP2/LP2 under both conditions. An integrated approach of GWAS, weighted co-expression network, and differential expression analysis identified 12 genes associated with root growth and development under LP stress. In this study, six genes (BnaA04g23490D, BnaA09g08440D, BnaA09g04320D, BnaA09g04350D, BnaA09g04930D, BnaA09g09290D) that showed differential expression were identified as promising candidate genes for the target traits. CONCLUSION 11 QTL clusters and 12 candidate genes associated with root and development under LP stress were identified in this study. Our study's phenotypic and genetic information may be exploited for genetic improvement of root traits to increase PUE in rapeseed.
Collapse
Affiliation(s)
- Nazir Ahmad
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
| | - Sani Ibrahim
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
- Department of Plant Biology, Faculty of Life Sciences, College of Physical and Pharmaceutical Sciences, Bayero University, P.M.B. 3011, Kano, 700006, Nigeria
| | - Lieqiong Kuang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
| | - Tian Ze
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
| | - Xinfa Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
- Hubei Hongshan Laboratory, Wuhan, 430062, China
| | - Hanzhong Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China.
- Hubei Hongshan Laboratory, Wuhan, 430062, China.
| | - Xiaoling Dun
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China.
| |
Collapse
|
30
|
Wang N, Liu H, Li Y, Zhou W, Ding M. Segmentation and Phenotype Calculation of Rapeseed Pods Based on YOLO v8 and Mask R-Convolution Neural Networks. PLANTS (BASEL, SWITZERLAND) 2023; 12:3328. [PMID: 37765490 PMCID: PMC10537308 DOI: 10.3390/plants12183328] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 09/13/2023] [Accepted: 09/16/2023] [Indexed: 09/29/2023]
Abstract
Rapeseed is a significant oil crop, and the size and length of its pods affect its productivity. However, manually counting the number of rapeseed pods and measuring the length, width, and area of the pod takes time and effort, especially when there are hundreds of rapeseed resources to be assessed. This work created two state-of-the-art deep learning-based methods to identify rapeseed pods and related pod attributes, which are then implemented in rapeseed pots to improve the accuracy of the rapeseed yield estimate. One of these methods is YOLO v8, and the other is the two-stage model Mask R-CNN based on the framework Detectron2. The YOLO v8n model and the Mask R-CNN model with a Resnet101 backbone in Detectron2 both achieve precision rates exceeding 90%. The recognition results demonstrated that both models perform well when graphic images of rapeseed pods are segmented. In light of this, we developed a coin-based approach for estimating the size of rapeseed pods and tested it on a test dataset made up of nine different species of Brassica napus and one of Brassica campestris L. The correlation coefficients between manual measurement and machine vision measurement of length and width were calculated using statistical methods. The length regression coefficient of both methods was 0.991, and the width regression coefficient was 0.989. In conclusion, for the first time, we utilized deep learning techniques to identify the characteristics of rapeseed pods while concurrently establishing a dataset for rapeseed pods. Our suggested approaches were successful in segmenting and counting rapeseed pods precisely. Our approach offers breeders an effective strategy for digitally analyzing phenotypes and automating the identification and screening process, not only in rapeseed germplasm resources but also in leguminous plants, like soybeans that possess pods.
Collapse
Affiliation(s)
- Nan Wang
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Hongbo Liu
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Yicheng Li
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Weijun Zhou
- Institute of Crop Science and Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou 310058, China
| | - Mingquan Ding
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| |
Collapse
|
31
|
Borges CE, Von Dos Santos Veloso R, da Conceição CA, Mendes DS, Ramirez-Cabral NY, Shabani F, Shafapourtehrany M, Nery MC, da Silva RS. Forecasting Brassica napus production under climate change with a mechanistic species distribution model. Sci Rep 2023; 13:12656. [PMID: 37542082 PMCID: PMC10403512 DOI: 10.1038/s41598-023-38910-3] [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: 03/06/2023] [Accepted: 07/17/2023] [Indexed: 08/06/2023] Open
Abstract
Brassica napus, a versatile crop with significant socioeconomic importance, serves as a valuable source of nutrition for humans and animals while also being utilized in biodiesel production. The expansion potential of B. napus is profoundly influenced by climatic variations, yet there remains a scarcity of studies investigating the correlation between climatic factors and its distribution. This research employs CLIMEX to identify the current and future ecological niches of B. napus under the RCP 8.5 emission scenario, utilizing the Access 1.0 and CNRM-CM5 models for the time frame of 2040-2059. Additionally, a sensitivity analysis of parameters was conducted to determine the primary climatic factors affecting B. napus distribution and model responsiveness. The simulated outcomes demonstrate a satisfactory alignment with the known current distribution of B. napus, with 98% of occurrence records classified as having medium to high climatic suitability. However, the species displays high sensitivity to thermal parameters, thereby suggesting that temperature increases could trigger shifts in suitable and unsuitable areas for B. napus, impacting regions such as Canada, China, Brazil, and the United States.
Collapse
Affiliation(s)
- Cláudia Eduarda Borges
- Universidade Federal dos Vales Jequitinhonha e Mucuri, Campus JK, Rodovia MGT 367 - Km 583, nº 5.000, Alto da Jacuba, Diamantina, MG, CEP 39100-000, Brazil
| | - Ronnie Von Dos Santos Veloso
- Universidade Federal dos Vales Jequitinhonha e Mucuri, Campus JK, Rodovia MGT 367 - Km 583, nº 5.000, Alto da Jacuba, Diamantina, MG, CEP 39100-000, Brazil
| | - Crislaine Alves da Conceição
- Universidade Federal dos Vales Jequitinhonha e Mucuri, Campus JK, Rodovia MGT 367 - Km 583, nº 5.000, Alto da Jacuba, Diamantina, MG, CEP 39100-000, Brazil
| | - Débora Sampaio Mendes
- Universidade Federal dos Vales Jequitinhonha e Mucuri, Campus JK, Rodovia MGT 367 - Km 583, nº 5.000, Alto da Jacuba, Diamantina, MG, CEP 39100-000, Brazil
| | - Nadiezhda Yz Ramirez-Cabral
- Ecosystem Management, School of Environmental and Rural Science, University of New England, Armidale, NSW, 2351, Australia
- INIFAP, Campo Experimental Zacatecas, Km, 24.5 Carretera Zacatecas-Fresnillo, 98500, Calera de V.R., ZAC, Mexico
| | - Farzin Shabani
- Department of Biological and Environmental Sciences, College of Arts and Sciences, Qatar University, P.O. Box 2713, Doha, Qatar.
| | - Mahyat Shafapourtehrany
- Kandilli Observatory and Earthquake Research Institute, Department of Geodesy, Bogazici University, 34680, Cengelkoy, Istanbul, Turkey
| | - Marcela Carlota Nery
- Universidade Federal dos Vales Jequitinhonha e Mucuri, Campus JK, Rodovia MGT 367 - Km 583, nº 5.000, Alto da Jacuba, Diamantina, MG, CEP 39100-000, Brazil
| | - Ricardo Siqueira da Silva
- Universidade Federal dos Vales Jequitinhonha e Mucuri, Campus JK, Rodovia MGT 367 - Km 583, nº 5.000, Alto da Jacuba, Diamantina, MG, CEP 39100-000, Brazil
| |
Collapse
|
32
|
Luo D, Raza A, Cheng Y, Zou X, Lv Y. Cloning and Functional Characterization of Cold-Inducible MYB-like 17 Transcription Factor in Rapeseed ( Brassica napus L.). Int J Mol Sci 2023; 24:ijms24119514. [PMID: 37298461 DOI: 10.3390/ijms24119514] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 05/27/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023] Open
Abstract
Rapeseed (Brassica napus L.) is an important crop for edible oil, vegetables, and biofuel. Rapeseed growth and development require a minimum temperature of ~1-3 °C. Notably, frost damage occurs during overwintering, posing a serious threat to the productivity and yield of rapeseed. MYB proteins are important transcription factors (TFs) in plants, and have been proven to be involved in the regulation of stress responses. However, the roles of the MYB TFs in rapeseed under cold stress conditions are yet to be fully elucidated. To better understand the molecular mechanisms of one MYB-like 17 gene, BnaMYBL17, in response to low temperature, the present study found that the transcript level of BnaMYBL17 is induced by cold stress. To characterize the gene's function, the 591 bp coding sequence (CDS) from rapeseed was isolated and stably transformed into rapeseed. The further functional analysis revealed significant sensitivity in BnaMYBL17 overexpression lines (BnaMYBL17-OE) after freezing stress, suggesting its involvement in freezing response. A total of 14,298 differentially expressed genes relative to freezing response were found based on transcriptomic analysis of BnaMYBL17-OE. Overall, 1321 candidate target genes were identified based on differential expression, including Phospholipases C1 (PLC1), FCS-like zinc finger 8 (FLZ8), and Kinase on the inside (KOIN). The qPCR results confirmed that the expression levels of certain genes showed fold changes ranging from two to six when compared between BnaMYBL17-OE and WT lines after exposure to freezing stress. Furthermore, verification indicated that BnaMYBL17 affects the promoter of BnaPLC1, BnaFLZ8, and BnaKOIN genes. In summary, the results suggest that BnaMYBL17 acts as a transcriptional repressor in regulating certain genes related to growth and development during freezing stress. These findings provide valuable genetic and theoretical targets for molecular breeding to enhance freezing tolerance in rapeseed.
Collapse
Affiliation(s)
- Dan Luo
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan 430062, China
| | - Ali Raza
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan 430062, China
| | - Yong Cheng
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan 430062, China
| | - Xiling Zou
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan 430062, China
| | - Yan Lv
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan 430062, China
| |
Collapse
|
33
|
Bootter MB, Li J, Zhou W, Edwards D, Batley J. Diversity of Phytosterols in Leaves of Wild Brassicaceae Species as Compared to Brassica napus Cultivars: Potential Traits for Insect Resistance and Abiotic Stress Tolerance. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12091866. [PMID: 37176924 PMCID: PMC10180710 DOI: 10.3390/plants12091866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 03/22/2023] [Accepted: 04/29/2023] [Indexed: 05/15/2023]
Abstract
Phytosterols are natural compounds found in all higher plants that have a wide variety of roles in plant growth regulation and stress tolerance. The phytosterol composition can also influence the development and reproductive rate of strict herbivorous insects and other important agronomic traits such as temperature and drought tolerance in plants. In this study, we analysed the phytosterol composition in 18 Brassica napus (Rapeseed/canola) cultivars and 20 accessions belonging to 10 related wild Brassicaceae species to explore diverse and novel phytosterol profiles. Plants were grown in a controlled phytotron environment and their phytosterols were analysed using a saponification extraction method followed by GC-MS from the leaf samples. The B. napus cultivars showed slight diversity in eight phytosterols (>0.02%) due to the genotypic effect, whereas the wild accessions showed significant variability in their phytosterol profiles. Of interest, a number of wild accessions were found with high levels of campesterol (HIN20, HIN23, HUN27, HIN30, SARS2, and UPM6563), stigmasterol (UPM6813, UPM6563, ALBA17, and ALBA2), and isofucosterol (SARS12, SAR6, and DMU2). These changes in individual phytosterols, or ratios of phytosterols, can have a significant implication in plant tolerance to abiotic stress and plant insect resistance properties, which can be used in breeding for crop improvement.
Collapse
Affiliation(s)
| | - Jing Li
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Wenxu Zhou
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - David Edwards
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Jacqueline Batley
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| |
Collapse
|
34
|
Jiao P, Liang Y, Chen S, Yuan Y, Chen Y, Hu H. Bna.EPF2 Enhances Drought Tolerance by Regulating Stomatal Development and Stomatal Size in Brassica napus. Int J Mol Sci 2023; 24:ijms24098007. [PMID: 37175713 PMCID: PMC10179174 DOI: 10.3390/ijms24098007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 03/28/2023] [Accepted: 04/14/2023] [Indexed: 05/15/2023] Open
Abstract
Drought stress severely affects global plant growth and production. The enhancement of plant water-use efficiency (WUE) and drought tolerance by the manipulation of the stomata is an effective strategy to deal with water shortage. However, increasing the WUE and drought tolerance by manipulation on the stomata has rarely been tested in Brassica napus. Here, we isolated Bna.EPF2, an epidermal patterning factor (EPF) in Brassica napus (ecotype Westar), and identified its role in drought performance. Bna.EPF2 overexpression lines had a reduction average of 19.02% in abaxial stomatal density and smaller stomatal pore size, leading to approximately 25% lower transpiration, which finally resulted in greater instantaneous WUE and enhanced drought tolerance. Interestingly, the reduction in stomatal density did not affect the CO2 assimilation or yield-related agronomic traits in Bna.EPF2 overexpression plants. Together with the complementation of Bna.EPF2 significantly decreasing the stomatal density of Arabidopsis epf2, and Bna.EPF2 being expressed in mature guard cells, these results suggest that Bna.EPF2 not only functions in stomatal density development, but also in stomatal dimension in Brassicas. Taken together, our results suggest that Bna.EPF2 improves WUE and drought tolerance by the regulation of stomatal density and stomatal size in Brassica without growth and yield penalty, and provide insight into the manipulation of this gene in the breeding of drought tolerant plants with increased production under water deficit conditions.
Collapse
Affiliation(s)
- Peipei Jiao
- Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China
- Xinjiang Production and Construction Corps Key Laboratory of Protection and Utilization of Biological Resources in Tarim Basin, College of Life Science, Tarim University, Alar 843300, China
| | - Yuanlin Liang
- Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China
| | - Shaoping Chen
- Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China
| | - Yang Yuan
- Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China
| | - Yongqiang Chen
- Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China
| | - Honghong Hu
- Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China
| |
Collapse
|
35
|
Chen B, Bian X, Tu M, Yu T, Jiang L, Lu Y, Chen X. Moderate Salinity Stress Increases the Seedling Biomass in Oilseed Rape ( Brassica napus L.). PLANTS (BASEL, SWITZERLAND) 2023; 12:1650. [PMID: 37111872 PMCID: PMC10144440 DOI: 10.3390/plants12081650] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/30/2023] [Accepted: 04/05/2023] [Indexed: 06/19/2023]
Abstract
Oilseed rape (Brassica napus L.), an important oil crop of the world, suffers various abiotic stresses including salinity stress during the growth stage. While most of the previous studies paid attention to the adverse effects of high salinity stress on plant growth and development, as well as their underlying physiological and molecular mechanisms, less attention was paid to the effects of moderate or low salinity stress. In this study, we first tested the effects of different concentrations of NaCl solution on the seedling growth performance of two oilseed rape varieties (CH336, a semi-winter type, and Bruttor, a spring type) in pot cultures. We found that moderate salt concentrations (25 and 50 mmol L-1 NaCl) can stimulate seedling growth by a significant increase (10~20%, compared to controls) in both above- and underground biomasses, as estimated at the early flowering stage. We then performed RNA-seq analyses of shoot apical meristems (SAMs) from six-leaf-aged seedlings under control (CK), low (LS, 25 mmol L-1), and high (HS, 180 mmol L-1) salinity treatments in the two varieties. The GO and KEGG enrichment analyses of differentially expressed genes (DEGs) demonstrated that such a stimulating effect on seedling growth by low salinity stress may be caused by a more efficient capacity for photosynthesis as compensation, accompanied by a reduced energy loss for the biosynthesis of secondary metabolites and redirecting of energy to biomass formation. Our study provides a new perspective on the cultivation of oilseed rape in saline regions and new insights into the molecular mechanisms of salt tolerance in Brassica crops. The candidate genes identified in this study can serve as targets for molecular breeding selection and genetic engineering toward enhancing salt tolerance in B. napus.
Collapse
Affiliation(s)
- Beini Chen
- Institute of Crop Science, Jinhua Academy of Agricultural Sciences, Zhihe Road 1158, Jinhua 321017, China (T.Y.)
- Institute of Crop Science, Zhejiang University, Yu-Hang-Tang Road 866, Hangzhou 310058, China
| | - Xiaobo Bian
- Institute of Crop Science, Jinhua Academy of Agricultural Sciences, Zhihe Road 1158, Jinhua 321017, China (T.Y.)
| | - Mengxin Tu
- Institute of Crop Science, Zhejiang University, Yu-Hang-Tang Road 866, Hangzhou 310058, China
| | - Tao Yu
- Institute of Crop Science, Jinhua Academy of Agricultural Sciences, Zhihe Road 1158, Jinhua 321017, China (T.Y.)
| | - Lixi Jiang
- Institute of Crop Science, Zhejiang University, Yu-Hang-Tang Road 866, Hangzhou 310058, China
| | - Yunhai Lu
- Institute of Crop Science, Zhejiang University, Yu-Hang-Tang Road 866, Hangzhou 310058, China
| | - Xiaoyang Chen
- Institute of Crop Science, Jinhua Academy of Agricultural Sciences, Zhihe Road 1158, Jinhua 321017, China (T.Y.)
| |
Collapse
|
36
|
Chen H, Gao L, Li M, Liao Y, Liao Q. Fertilization depth effect on mechanized direct-seeded winter rapeseed yield and fertilizer use efficiency. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023; 103:2574-2584. [PMID: 36217244 DOI: 10.1002/jsfa.12261] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/07/2022] [Accepted: 10/11/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Deep fertilization is effective for improving crop yield and fertilizer use efficiency. However, its impact on mechanized direct-seeded rapeseed and the optimal fertilization depth are poorly understood. A field experiment was conducted to evaluate the fertilization depth effect on mechanized direct-seeded rapeseed growth. Five treatments were designed: surface broadcast fertilizer, no fertilization, and fertilizer banded placement at soil depths of 5 (D5), 10 (D10), and 15 cm (D15). RESULTS Compared with surface broadcast fertilizer, deep fertilization generally increased seed yield and partial factor productivity by 11.0%, agronomic efficiency (AE) by 22.7%, and recovery efficiency (RE) by 79.2% due to the increase of root mass density (16.8%), plant height (8.6%), height of the first branch (10.6%), stem diameter (22.4%), shoot biomass (16.1%), and shoot nitrogen (35.7%), phosphorus (29.7%), and potassium (26.2%) uptake. D10 had the highest seed yield, oil yield, fertilizer use efficiency, and economic benefits at different fertilization depth treatments. Compared with D5 and D15 respectively, D10 increased seed yield by 5.4% and 46.0%, oil yield by 7.7% and 50.5%, partial factor productivity by 5.4% and 46.0%, AE by 9.0% and 99.5%, RE of nitrogen by 48.9% and 34.9%, RE of phosphorus by 83.1% and 38.0%, and RE of potassium by 57.5% and 32.5%. The economic benefits of D10 were CNY 867.31 ha-1 and CNY 4864.23 ha-1 higher than D5 and D15 respectively. CONCLUSION Considering rapeseed growth and its economic benefits, this study shows that 10 cm is an appropriate placement depth with regard to mechanized direct-seeded winter rapeseed production. © 2022 Society of Chemical Industry.
Collapse
Affiliation(s)
- Hui Chen
- School of Energy and Power Engineering, Xihua University, Chengdu, China
- College of Engineering, Huazhong Agricultural University, Wuhan, China
| | - Liping Gao
- College of Engineering, Huazhong Agricultural University, Wuhan, China
| | - Mengcheng Li
- College of Engineering, Huazhong Agricultural University, Wuhan, China
| | - Yitao Liao
- College of Engineering, Huazhong Agricultural University, Wuhan, China
| | - Qingxi Liao
- College of Engineering, Huazhong Agricultural University, Wuhan, China
| |
Collapse
|
37
|
Ali E, Zhang K. CRISPR-mediated technology for seed oil improvement in rapeseed: Challenges and future perspectives. FRONTIERS IN PLANT SCIENCE 2023; 14:1086847. [PMID: 37025135 PMCID: PMC10070842 DOI: 10.3389/fpls.2023.1086847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 03/10/2023] [Indexed: 06/19/2023]
Abstract
Rapeseed not only provide considerable amount of edible oil with high nutritional properties but can also be used as a raw material for biofuel production in many industries. It is therefore in high demand to bring genetic changes in order to fulfill the need of human and of industries. Though traditional breeding techniques such as hybridization and mutagenesis remained the top methods for long time to create improved varieties in oilseed rape. Clustered regularly interspaced short palindromic repeats (CRISPR) is becoming one of the most valuable gene editing technologies that allow precise genome engineering, and open new ways for research in plant functional genomics. Though CRISPR has been used in many other crops for genetic improvement it is expected to be an effective tool for genome editing and molecular design in oilseed rape for seed oil improvement. This mini review will discuss and summarize the past and ongoing research and development in rapeseed in terms of seed oil improvement and fatty acid composition using CRISPR technology. In addition, the factors that hinder the efficiency of this tool and how to eliminate those factors will be briefly summarized. The improvement of CRISPR technology for getting better results in oilseed rape will also be considered here. This minireview will open new windows for researchers in Brassica napus oil improvement research and genetic improvement using CRISPR technology.
Collapse
Affiliation(s)
- Essa Ali
- *Correspondence: Kewei Zhang, ; Essa Ali,
| | | |
Collapse
|
38
|
Li B, Liu X, Guo Y, Deng L, Qu L, Yan M, Li M, Wang T. BnaC01.BIN2, a GSK3-like kinase, modulates plant height and yield potential in Brassica napus. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2023; 136:29. [PMID: 36867248 DOI: 10.1007/s00122-023-04325-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 02/16/2023] [Indexed: 06/18/2023]
Abstract
Using map-based cloning and transgenic transformation, we revealed that glycogen kinase synthase 3-like kinase, BnaC01.BIN2, modulates plant height and yield in rapeseed. The modification of plant height is one of the most important goals in rapeseed breeding. Although several genes that regulate rapeseed plant height have been identified, the genetics mechanisms underlying rapeseed plant height regulation remain poorly understood, and desirable genetic resources for rapeseed ideotype breeding are scarce. Here, we map-based cloned and functionally verified that the rapeseed semi-dominant gene, BnDF4, greatly affects rapeseed plant height. Specifically, BnDF4 encodes brassinosteroid (BR)-insensitive 2, a glycogen synthase kinase 3 primarily expressed in the lower internodes to modulate rapeseed plant height by blocking basal internode-cell elongation. Transcriptome data showed that several cell expansion-related genes involving auxin and BRs pathways were significantly downregulated in the semi-dwarf mutant. Heterozygosity in the BnDF4 allele results in small stature with no marked differences in other agronomic traits. Using BnDF4 in the heterozygous condition, the hybrid displayed strong yield heterosis through optimum intermediate plant height. Our results provide a desirable genetic resource for breeding semi-dwarf rapeseed phenotypes and support an effective strategy for breeding rapeseed hybrid varieties with strong yield heterosis.
Collapse
Affiliation(s)
- Bao Li
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Xinhong Liu
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Yiming Guo
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Lichao Deng
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Liang Qu
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Mingli Yan
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China
| | - Mei Li
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China.
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China.
| | - Tonghua Wang
- Crop Research Institute, Hunan Academy of Agricultural Sciences, Changsha, 410125, China.
- Hunan Hybrid Rapeseed Engineering and Technology Research Center, Changsha, 410125, China.
| |
Collapse
|
39
|
Wang C, Li Z, Wu W. Understanding fatty acid composition and lipid profile of rapeseed oil in response to nitrogen management strategies. Food Res Int 2023; 165:112565. [PMID: 36869550 DOI: 10.1016/j.foodres.2023.112565] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/20/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023]
Abstract
The fatty acid composition of rapeseed seeds plays an important role in oil quality for human nutrition and a healthy diet. A deeper understanding of fatty acid composition and lipid profiles in response to different nitrogen managements is critical for producing healthier rapeseed oil for the human diet. The fatty acid composition and lipid profiles were characterized through targeted GC-MS and lipidomics analysis (UPLC-MS) in this study. The results showed that nitrogen management significantly altered the fatty acid composition, thereby influencing oil quality when it is used to maximize the seed yield of rapeseed. Several fatty acid components (particularly oleic acid, linoleic acid, and linolenic acid) decreased significantly with increasing N application rate. A total of 1212 differential lipids in response to different N levels in the two varieties were clearly identified, that can be categorized into five classes, including 815 glycerolipids (GLs), 195 glycerophospholipids (GPs), 155 sphingolipids (SPs), 32 sterols (STs), and 15 fatty acyls (FAs). These differential lipids are likely to participate in lipid metabolism and signal transduction. Co-expression lipid modules were determined, and the key lipids, such as triglyceride (20:0/16:0/16:0; 18:0/18:1/18:3; 8:0/11:3/18:1), were found to be strongly related to several predominant fatty acids such as oleic acid and linoleic acid. The results further imply that some identified lipids are involved with lipid metabolism and could affect the fatty acid composition, which provide a theoretical guidance for increasing seed oil in Brassica napus.
Collapse
Affiliation(s)
- Cheng Wang
- College of Tropical Crops, Hainan University, Haikou 570228, Hainan, China; College of Agronomy, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Zhaojie Li
- College of Tropical Crops, Hainan University, Haikou 570228, Hainan, China; College of Agronomy, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Wei Wu
- College of Tropical Crops, Hainan University, Haikou 570228, Hainan, China; College of Agronomy, Northwest A&F University, Yangling 712100, Shaanxi, China.
| |
Collapse
|
40
|
Yang J, Yu Y, Ma C, Zhang H. Direct absorption of atmospheric lead by rapeseed siliques is the leading cause of seed lead pollution. JOURNAL OF HAZARDOUS MATERIALS 2023; 443:130284. [PMID: 36332279 DOI: 10.1016/j.jhazmat.2022.130284] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 10/15/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
Rapeseed cultivation is a novel approach to safely utilizing lead (Pb) contaminated farmland. However, the mechanism of Pb absorption in seeds remains uncertain. A field experiment was conducted to explore this mechanism with two contrasting treatments: rapeseed exposed to atmospheric deposition and non-exposed treatment. Non-exposed treatment ultimately decreased Pb content in leaf, silique, and seed by 46.7%, 53.7%, and 53.6%, respectively. Sub-microstructure analysis further confirmed that rapeseed leaves and siliques could directly absorb atmospheric Pb. In addition, Pb isotope analysis indicates that atmospheric deposition is the primary source of silique and seed Pb. The root and silique organs had relative Pb contributions of 28.0% and 72.0%, respectively, to seed. Thus, the direct absorption of atmospheric Pb by siliques during the filling stage was found to be the leading cause of seed Pb pollution.
Collapse
Affiliation(s)
- Junxing Yang
- Institute of Geographical Sciences and Natural Resource Research, Chinese Academy of Sciences, Beijing 100101, China
| | - Yawei Yu
- Henan Collaborative Innovation Center of Environmental Pollution Control and Ecological Restoration, Zhengzhou University of Light Industry, Zhengzhou 45000, China
| | - Chuang Ma
- Henan Collaborative Innovation Center of Environmental Pollution Control and Ecological Restoration, Zhengzhou University of Light Industry, Zhengzhou 45000, China.
| | - Hongzhong Zhang
- Henan Collaborative Innovation Center of Environmental Pollution Control and Ecological Restoration, Zhengzhou University of Light Industry, Zhengzhou 45000, China
| |
Collapse
|
41
|
Lei Y, He H, Raza A, Liu Z, Xiaoyu D, Guijuan W, Yan L, Yong C, Xiling Z. Exogenous melatonin confers cold tolerance in rapeseed ( Brassica napus L.) seedlings by improving antioxidants and genes expression. PLANT SIGNALING & BEHAVIOR 2022; 17:2129289. [PMID: 36205498 PMCID: PMC9553147 DOI: 10.1080/15592324.2022.2129289] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 09/20/2022] [Accepted: 09/22/2022] [Indexed: 06/12/2023]
Abstract
Rapeseed (Brassica napus L.) is an important oilseed crop globally. However, its growth and production are significantly influenced by cold stress. To reveal the protective role of exogenous melatonin (MEL) in cold tolerance, rapeseed seedlings were pretreated with different concentrations of MEL before cold stress. The results indicated that the survival rate was increased significantly by the MEL pretreatment under cold stress. Seedlings pretreated with 0.01 g L-1 MEL were all survived and were used to analyze the physiological characteristics and the expression level of various genes related to cold tolerance. Under cold stress, exogenous MEL significantly increased the contents of proline, soluble sugar, and soluble protein; while the malondialdehyde content was decreased by exogenous MEL under cold stress. On the other hand, the activities of antioxidant defense enzymes such as catalase, peroxidase, and superoxide dismutase were also significantly enhanced. The results also showed that MEL treatment significantly upregulated the expression of Cu-SOD, COR6.6 (cold-regulated), COR15, and CBFs (C-repeat binding factor) genes under cold stress. It was suggested exogenous MEL improved the content of osmotic regulatory substances to maintain the balance of cellular osmotic potential under cold stress and improved the scavenging capacity of reactive oxygen species by strengthening the activity of antioxidant enzymes and the cold-related genes expression.
Collapse
Affiliation(s)
- Yan Lei
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| | - Huang He
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| | - Ali Raza
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| | - Zeng Liu
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| | - Ding Xiaoyu
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| | - Wang Guijuan
- Seed Administration Bureau of Hubei Province, Wuhan, China
| | - Lv Yan
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| | - Cheng Yong
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| | - Zou Xiling
- Key Laboratory Biology and Genetic Improvement of Oil Crops, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Ministry of Agriculture, Wuhan, China
| |
Collapse
|
42
|
Li F, Guo K, Liao X. Risk Assessment of China Rapeseed Supply Chain and Policy Suggestions. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:465. [PMID: 36612787 PMCID: PMC9819228 DOI: 10.3390/ijerph20010465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/20/2022] [Accepted: 12/24/2022] [Indexed: 06/17/2023]
Abstract
Rapeseed, as the most important oil crop in the world, not only affects national food security but also affects energy security and environmental security. It is very important to conduct a risk assessment of China's rapeseed supply chain and put forward suggestions to construct a safe, effective, and accessible supply chain. In order to accurately evaluate the safety of the rapeseed supply chain from 2010 to 2020, we applied fuzzy multiconnection theory and analytic hierarchy process model (AHP). A comprehensive risk assessment model for the rapeseed supply chain with two primary indicators and 10 secondary indicators was constructed. By establishing the rapeseed risk evaluation model, we quantitatively analyzed the risk of China's rapeseed supply chain. The domestic risk of production is still high, and the international risk under the high import dependence is alarming. We put forward risk prevention and countermeasures for China's rapeseed supply chain. The results show that China has a large demand for rapeseed products, but the increase in China production is limited and the import from other countries is unstable. The proposed suggestions are designed to optimize and enhance the stability of the rapeseed product's supply chain. It is recommended to continue to consolidate and deepen the cooperation with traditional trading partners such as Germany, Spain, the United States, and Brazil; expand other import sources to build a more diversified and efficient rapeseed product import network and extend the supply chain of rapeseed products. This research can be a basis for making decisions for promoting the sustainable and efficient development of the rapeseed supply chain.
Collapse
Affiliation(s)
- Fujia Li
- Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Kexin Guo
- Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaoyong Liao
- Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
| |
Collapse
|
43
|
Farooq Z, Nouman Riaz M, Farooq MS, Li Y, Wang H, Ahmad M, Tu J, Ma C, Dai C, Wen J, Shen J, Fu T, Yang S, Wang B, Yi B. Induction of Male Sterility by Targeted Mutation of a Restorer-of-Fertility Gene with CRISPR/Cas9-Mediated Genome Editing in Brassica napus L. PLANTS (BASEL, SWITZERLAND) 2022; 11:3501. [PMID: 36559613 PMCID: PMC9785856 DOI: 10.3390/plants11243501] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 11/14/2022] [Accepted: 11/29/2022] [Indexed: 06/17/2023]
Abstract
Brassica napus L. (canola, oil seed rape) is one of the world's most important oil seed crops. In the last four decades, the discovery of cytoplasmic male-sterility (CMS) systems and the restoration of fertility (Rf) genes in B. napus has improved the crop traits by heterosis. The homologs of Rf genes, known as the restoration of fertility-like (RFL) genes, have also gained importance because of their similarities with Rf genes. Such as a high non-synonymous/synonymous codon replacement ratio (dN/dS), autonomous gene duplications, and a possible engrossment in fertility restoration. B. napus contains 53 RFL genes on chromosomes A9 and C8. Our research aims to study the function of BnaRFL11 in fertility restoration using the CRISPR/Cas9 genome editing technique. A total of 88/108 (81.48%) T0 lines, and for T1, 110/145 (75%) lines carried T-DNA insertions. Stable mutations were detected in the T0 and T1 generations, with an average allelic mutation transmission rate of 81%. We used CRISPR-P software to detect off-target 50 plants sequenced from the T0 generation that showed no off-target mutation, signifying that if the designed sgRNA is specific for the target, the off-target effects are negligible. We also concluded that the mutagenic competence of the designed sgRNAs mediated by U6-26 and U6-29 ranged widely from 31% to 96%. The phenotypic analysis of bnarfl11 revealed defects in the floral structure, leaf size, branch number, and seed production. We discovered a significant difference between the sterile line and fertile line flower development after using a stereomicroscope and scanning electron microscope. The pollen visibility test showed that the pollen grain had utterly degenerated. The cytological observations of homozygous mutant plants showed an anther abortion stage similar to nap-CMS, with a Orf222, Orf139, Ap3, and nad5c gene upregulation. The bnarfl11 shows vegetative defects, including fewer branches and a reduced leaf size, suggesting that PPR-encoding genes are essential for the plants' vegetative and reproductive growth. Our results demonstrated that BnaRFL11 has a possible role in fertility restoration. The current study's findings suggest that CRISPR/Cas9 mutations may divulge the functions of genes in polyploid species and provide agronomically desirable traits through a targeted mutation.
Collapse
Affiliation(s)
- Zunaira Farooq
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
- Soybean Research Institute, National Center for Soybean Improvement, Key Laboratory of Biology and Genetic Improvement of Soybean (General Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, China
| | - Muhammad Nouman Riaz
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Muhammad Shoaib Farooq
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Yifan Li
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Huadong Wang
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Mayra Ahmad
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Jinxing Tu
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Chaozhi Ma
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Cheng Dai
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Jing Wen
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Jinxiong Shen
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Tingdong Fu
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Shouping Yang
- Soybean Research Institute, National Center for Soybean Improvement, Key Laboratory of Biology and Genetic Improvement of Soybean (General Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, China
| | - Benqi Wang
- Wuhan Vegetable Research Institute, Wuhan Academy of Agricultural Science and Technology, Wuhan 430065, China
| | - Bin Yi
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| |
Collapse
|
44
|
Wang L, Zuo Q, zheng J, You J, Yang G, Leng S. Salt stress decreases seed yield and postpones growth process of canola (Brassica napus L.) by changing nitrogen and carbon characters. Sci Rep 2022; 12:17884. [PMID: 36284201 PMCID: PMC9596443 DOI: 10.1038/s41598-022-22815-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 10/19/2022] [Indexed: 01/20/2023] Open
Abstract
Salt stress is a major challenge for plant growth and yield achievement in canola (Brassica napus L.). Nitrogen (N) is considered as an essential nutrient involved in many physiological processes, and carbon (C) is the most component of plant biomass. N and C assimilations of canola plants are always inhibited by salt stress. However, the knowledge of how salt stress affects biomass and seed yield through changing N and C characters is limited. A field experiment was conducted to investigate the growth process, N and C characters, photosynthetic performance, biomass accumulation and seed yield under the low and high soil salt-ion concentration conditions (LSSC and HSSC). The results indicated that HSSC postponed the time of early flowering stage and maturity stage by 4 ~ 5 days and 6 ~ 8 days, respectively, as compared with LSSC. Besides, HSSC decreased the N and C accumulation and C/N at both growing stages, suggesting that salt stress break the balance between C assimilation and N assimilation, with stronger effect on C assimilation. Although the plant N content under HSSC was increased, the photosynthesis rate at early flowering stage was decreased. The leaf area index at early flowering stage was also reduced. In addition, HSSC decreased N translocation efficiency especially in stem, and N utilization efficiency. These adverse effects of HSSC together resulted in reduced biomass accumulation and seed yield. In conclusion, the high soil salt-ion concentration reduced biomass accumulation and seed yield in canola through changing N and C characters.
Collapse
Affiliation(s)
- Long Wang
- grid.268415.cJiangsu Key Laboratory of Crop Genetics and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China ,grid.268415.cJiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China
| | - Qingsong Zuo
- grid.268415.cJiangsu Key Laboratory of Crop Genetics and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China ,grid.268415.cJiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China
| | - Jingdong zheng
- grid.268415.cJiangsu Key Laboratory of Crop Genetics and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China ,grid.268415.cJiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China
| | - Jingjing You
- grid.268415.cJiangsu Key Laboratory of Crop Genetics and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China ,grid.268415.cJiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China
| | - Guang Yang
- grid.268415.cJiangsu Key Laboratory of Crop Genetics and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China ,grid.268415.cJiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China
| | - Suohu Leng
- grid.268415.cJiangsu Key Laboratory of Crop Genetics and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China ,grid.268415.cJiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou University, 48 Wenhui East Road, Yangzhou, 225009 Jiangsu China
| |
Collapse
|
45
|
Liu M, Linna C, Ma S, Ma Q, Song W, Shen M, Song L, Cui K, Zhou Y, Wang L. Biochar combined with organic and inorganic fertilizers promoted the rapeseed nutrient uptake and improved the purple soil quality. Front Nutr 2022; 9:997151. [PMID: 36185688 PMCID: PMC9515580 DOI: 10.3389/fnut.2022.997151] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/24/2022] [Indexed: 11/19/2022] Open
Abstract
Biochar is a kind of organic matter that can be added into soil to improve soil quality. To study the effect of biochar combined with organic and inorganic fertilizers on rapeseed growth and purple soil fertility and microbial community, a completely randomized block design was designed with three levels of biochar (B0: no biochar, B1: low-rate biochar, B2: high-rate biochar); two levels of inorganic fertilizers (F1: low-rate inorganic fertilizer; F2: high-rate inorganic fertilizer); and two levels of organic fertilizers (M1: no organic fertilizer; M2: with organic fertilizer). All combinations were repeated three times. The combined application of biochar and organic and inorganic fertilizers could improve soil pH, soil fertility and soil microbial community richness: The pH of B1F2M1 increased 0.41 compared with the control, the nitrogen, phosphorus and potassium content increased by 103.95, 117.88, and 99.05%. Meanwhile, soil microbial community richness was also improved. Our research showed that biochar could promote the Nutrient Uptake of rapeseed, and the combined application of biochar with organic and inorganic fertilizers could improve soil fertility and increase microbial diversity. Low-rate biochar combined with organic fertilizer and low-rate inorganic fertilizer was the most suitable application mode in rapeseed production in purple soil area of Southwest China.
Collapse
Affiliation(s)
- Ming Liu
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Cholidah Linna
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Shumin Ma
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Qun Ma
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Wenfeng Song
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Mingzhu Shen
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Lixia Song
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Kaidong Cui
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Yuling Zhou
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
| | - Longchang Wang
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing, China
- *Correspondence: Longchang Wang
| |
Collapse
|
46
|
Qadir M, Qin L, Ye J, Ahmad N, Wang X, Shi J, Wang H. Genetic dissection of the natural variation of ovule number per ovary in oilseed rape germplasm ( Brassica napus L.). FRONTIERS IN PLANT SCIENCE 2022; 13:999790. [PMID: 36176675 PMCID: PMC9513589 DOI: 10.3389/fpls.2022.999790] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 08/16/2022] [Indexed: 06/15/2023]
Abstract
Oilseed rape is one of the world's largest oil and industrial crops, providing humans with various products, such as vegetable oil and biofuel. Ovules are the direct precursors of seeds, and ovule number per ovary (ONPO) largely determines seed number per fruit that affects both yield and fitness of seed crops. The ONPO shows wide variation in oilseed rape, whereas the underlying genes and mechanisms are poorly known. The present study performed the genetic, physiological and transcriptomic analyses of ovule number per ovary using an association panel and the extreme lines. The ONPO of 327 accessions planted in four environments showed a large variation from 19.2 to 43.8, indicating a great potential for the further genetic improvement of ovule number. The genome-wide association study (GWAS) identified a total of 43 significant SNP markers. Further, these SNPs were integrated into 18 association loci, which were distributed on chromosomes A01, A03, A06, A07, A09, C01, C03, C06, C07, and C09, explaining 4.3-11.5% of the phenotypic variance. The ONPO decreased as their appearance order on the inflorescence and was associated with the level of several types of endogenous phytohormones but not related to leaf area and photosynthetic rate. Comparative transcriptomic analysis identified a total of 4,449 DEGs enriched in 30 classes, including DNA, RNA, protein, signaling, transport, development, cell wall, lipid metabolism, and secondary metabolism. Nearly half of DEGs were involved in the known pathways in regulating ovule number, of which 12 were homologous to know ovule number regulating genes, indicating a strong link between the identified DEGs and ovule number. A total of 73 DEGs were located within the genomic regions of association loci, of which six were identified as candidates based on functional annotation. These results provide useful information for the further genetic improvement of ovule and seed number in oilseed rape.
Collapse
Affiliation(s)
- Muslim Qadir
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
| | - Lei Qin
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
| | - Jiang Ye
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
| | - Nazir Ahmad
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
| | - Xinfa Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
- Hubei Hongshan Laboratory, Wuhan, China
| | - Jiaqin Shi
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
| | - Hanzhong Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
- Hubei Hongshan Laboratory, Wuhan, China
| |
Collapse
|
47
|
Lu H, Wu H, Zhu G, Yin C, Zhao L, Wen J, Yi B, Ma C, Tu J, Fu T, Shen J. Identification and Fine Mapping of the Candidate Gene Controlling Multi-Inflorescence in Brassica napus. Int J Mol Sci 2022; 23:ijms23137244. [PMID: 35806247 PMCID: PMC9266383 DOI: 10.3390/ijms23137244] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 06/15/2022] [Accepted: 06/27/2022] [Indexed: 11/17/2022] Open
Abstract
As a desirable agricultural trait, multi-inflorescence (MI) fulfills the requirement of mechanized harvesting and yield increase in rapeseed (Brassica napus L.). However, the genetic mechanism underlying the multi-inflorescence trait remain poorly understood. We previously identified a difference of one pair of dominant genes between the two mapping parental materials. In this study, phenotype and expression analysis indicated that the imbalance of the CLAVATA (CLV)-WUSCHEL (WUS) feedback loop may contribute to the abnormal development of the shoot apical meristem (SAM). BnaMI was fine-mapped to a 55 kb genomic region combining with genotype and phenotype of 5768 BCF1 individuals using a traditional mapping approach. Through comparative and expression analyses, combined with the annotation in Arabidopsis, five genes in this interval were identified as candidate genes. The present findings may provide assistance in functional analysis of the mechanism associated with multi-inflorescence and yield increase in rapeseed.
Collapse
|
48
|
Guo C, Bai Z, Wang X, Zhang W, Chen X, Lakshmanan P, Ma L, Lu J, Liu B, Shi X, Chen X. Spatio‐temporal assessment of greenhouse gas emission from rapeseed production in China by coupling nutrient flows model with
LCA
approach. Food Energy Secur 2022. [DOI: 10.1002/fes3.398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Chaoyi Guo
- College of Resources and Environment, and Academy of Agricultural Science Southwest University Chongqing China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
| | - Zhaohai Bai
- Key Laboratory of Agricultural Water Resources, Center for Agricultural Resources Research, Institute of Genetic and Developmental Biology The Chinese Academy of Sciences Shijiazhuang China
| | - Xiaozhong Wang
- College of Resources and Environment, and Academy of Agricultural Science Southwest University Chongqing China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
| | - Wushuai Zhang
- College of Resources and Environment, and Academy of Agricultural Science Southwest University Chongqing China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
| | - Xuanjing Chen
- College of Resources and Environment, and Academy of Agricultural Science Southwest University Chongqing China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
| | - Prakash Lakshmanan
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
- Sugarcane Research Institute Guangxi Academy of Agricultural Sciences Nanning China
- Queensland Alliance for Agriculture and Food Innovation University of Queensland St Lucia QLD Australia
| | - Lin Ma
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
- Key Laboratory of Agricultural Water Resources, Center for Agricultural Resources Research, Institute of Genetic and Developmental Biology The Chinese Academy of Sciences Shijiazhuang China
| | - Jianwei Lu
- College of Resources and Environment Huazhong Agricultural University Wuhan China
| | - Bin Liu
- College of Resources and Environment, and Academy of Agricultural Science Southwest University Chongqing China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
| | - Xiaojun Shi
- College of Resources and Environment, and Academy of Agricultural Science Southwest University Chongqing China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
| | - Xinping Chen
- College of Resources and Environment, and Academy of Agricultural Science Southwest University Chongqing China
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin Southwest University Chongqing China
| |
Collapse
|
49
|
Fine mapping of qDB.A03, a QTL for rapeseed branching, and identification of the candidate gene. Mol Genet Genomics 2022; 297:699-710. [DOI: 10.1007/s00438-022-01881-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 02/26/2022] [Indexed: 10/18/2022]
|
50
|
Oliveira AMRCBD, Yu P. Research progress and future study on physicochemical, nutritional, and structural characteristics of canola and rapeseed feedstocks and co-products from bio-oil processing and nutrient modeling evaluation methods. Crit Rev Food Sci Nutr 2022; 63:6484-6490. [PMID: 35152796 DOI: 10.1080/10408398.2022.2033686] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
This article aims to review research progress and provide future study on physicochemical, nutritional, and molecular structural characteristics of canola and rapeseed feedstocks and co-products from bio-oil processing and nutrient modeling evaluation methods. The review includes Canola oil seed production, utilization and features; Rapeseed oil seed production and canola oil seed import in China; Bio-processing, co-products and conventional evaluation methods; Modeling methods for evaluation of truly absorbed protein supply from canola feedstock and co-products. The article provides our current research in feedstocks and co-products from bio-oil processing which include Characterization of chemical and nutrient profiles and ruminal degradation and intestinal digestion; Revealing intrinsic molecular structures and relationship between the molecular structure spectra features and nutrient supply from feedstocks and co-products using advanced vibrational molecular spectroscopy technique. The study focused on advanced vibrational molecular spectroscopy which can be used as a fast tool to study molecular structure features of feedstock and co-products from bio-oil processing. The article also provides future in depth study areas. This review provides an insight as how to use advanced vibrational molecular spectroscopy for in-depth analysis of the relationship between molecular structure spectral feature and nutrition delivery from canola feedstocks and co-products from bio-oil processing.
Collapse
Affiliation(s)
- Alessandra M R C B de Oliveira
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, The University of Saskatchewan, Saskatoon, Canada
| | - Peiqiang Yu
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, The University of Saskatchewan, Saskatoon, Canada
| |
Collapse
|