Welcome to Acta Agronomica Sinica,

Acta Agronomica Sinica

   

Identification and characterization of candidate genes for drought tolerance during the germination stage in Brassica napus L.

Yuan Rong1,**,Du Yuan-Yuan1,**,Hong Mei-Yan1,Gao Jie1,Huang Zhen2,Li Ke-Qi2,*,Zeng Xin-Hua1,*   

  1. 1 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, Hubei, China; 2 College of Agronomy, Northwest A&F University / State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling 712100, Shaanxi, China
  • Received:2026-05-08 Revised:2026-08-21 Accepted:2026-08-21 Published:2026-08-31
  • Supported by:
    This study was supported by the Science and Technology Innovation Program of CAAS (CAAS-ASTIP-2021-OCRI) and the China Agriculture Research System of MOF and MARA (CARS-12).

Abstract: Brassica napus is an important oilseed crop in China. Drought stress significantly inhibits its germination rate and seedling establishment, thereby causing yield loss. To comprehensively identify the genes underlying drought tolerance at the seed germination stage, we simulated drought stress using the PEG-6000 solution and evaluated 183 B. napus accessions for germination-stage drought tolerance. Phenotypic traits including germination rate (GR), germination potential (GP), germination index (GI), seedling percentage (SP), vigor index (VI), shoot fresh weight (SFW), root fresh weight (RFW), and root length (RL) were measured. A genome-wide association study (GWAS) identified nine significant SNP loci and 213 potential candidate genes. Furthermore, transcriptomic analysis of six accessions with contrasting drought tolerance revealed 13,251, 10,250, 10,455, 8968, 9990, and 16,706 differentially expressed genes (DEGs) under 0% and 15% PEG-6000 treatments, respectively. These DEGs were primarily enriched in drought-responsive KEGG pathways such as “plant hormone signal transduction”, “plant-pathogen interaction”, “MAPK signaling pathway-plant”, “phenylpropanoid biosynthesis”, and “starch and sucrose metabolism”. Among them, ZS11A03G038720, ZS11A09G011050, ZS11C02G013040, and ZS11C02G013790 were downregulated following PEG treatment, whereas ZS11A03G039060, ZS11C02G013640, and ZS11C02G013660 were upregulated. By integrating GWAS and RNA-seq data, we identified seven candidate genes associated with drought tolerance during seed germination. This study not only reveals key genetic loci underlying drought tolerance at the germination stage in B. napus, but also provides seven core candidate genes with potential value for molecular breeding of drought-tolerant rapeseed varieties, thereby offering genetic resources and theoretical insights for future improvement strategies.

Key words: Brassica napus, germination stage, drought tolerance, genome-wide association study, transcriptome analysis

[1] Nguyen T C T, Abrams S R, Friedt W, et al. Quantitative trait locus analysis of seed germination, seedling vigour and seedling-regulated hormones in Brassica napus. Plant Breed, 2018, 137: 388–401.
[2] El Balla M M A, Hamid A A, Abdelmageed A H A. Effects of time of water stress on flowering, seed yield and seed quality of common onion (Allium cepa L.) under the arid tropical conditions of Sudan. Agric Water Manag, 2013, 121: 149–157.
[3] Liu Y, Xu H, Wen X X, et al. Effect of polyamine on seed germination of wheat under drought stress is related to changes in hormones and carbohydrates. J Integr Agric, 2016, 15: 2759–2774.
[4] Salami M, Heidari B, Alizadeh B, et al. Dissection of quantitative trait nucleotides and candidate genes associated with agronomic and yield-related traits under drought stress in rapeseed varieties: integration of genome-wide association study and transcriptomic analysis. Front Plant Sci, 2024, 15: 1342359.
[5] 刘婷婷, 庞进平, 徐一涌. 干旱胁迫对不同油菜品种苗期生物量和根系的影响. 甘肃农业科技, 2019, 50(6): 4–8.
Liu T T, Pang J P, Xu Y Y. Effects of drought stress on seedling biomass and root system of different rapeseed cultivars. Gansu Agric Sci Technol, 2019, 50(6): 4–8 (in Chinese with English abstract).
[6] Muscolo A, Sidari M, Anastasi U, et al. Effect of PEG-induced drought stress on seed germination of four lentil genotypes. J Plant Interact, 2014, 9: 354–363.
[7] Hellal F A, El-Shabrawi H M, Abd El-Hady M, et al. Influence of PEG induced drought stress on molecular and biochemical constituents and seedling growth of Egyptian barley cultivars. J Genet Eng Biotechnol, 2018, 16: 203–212.
[8] Khanzada H, Wassan G M, He H H, et al. Differentially evolved drought stress indices determine the genetic variation of Brassica napus at seedling traits by genome-wide association mapping. J Adv Res, 2020, 24: 447–461.
[9] 张天瑶, 李鸿洋, 杜媛媛, 等. PEG模拟干旱下甘蓝型油菜萌发期耐旱性全基因组关联分析. 植物遗传资源学报, 2024, 25: 2058–2068.
Zhang T Y, Li H Y, Du Y Y, et al. Genome-wide association analysis of drought tolerance in Brassica napus during germination under PEG simulated drought. J Plant Genet Resour, 2024, 25: 2058–2068 (in Chinese with English abstract).
[10] Batool M, El-Badri A M, Wang Z K, et al. Rapeseed morpho-physio-biochemical responses to drought stress induced by PEG-6000. Agronomy, 2022, 12: 579.
[11] Fang S, Zhao P M, Tan Z D, et al. Combining physio-biochemical characterization and transcriptome analysis reveal the responses to varying degrees of drought stress in Brassica napus L. Int J Mol Sci, 2022, 23: 8555.
[12] Khan S U, Saeed S, Khan M H U, et al. Advances and challenges for QTL analysis and GWAS in the plant-breeding of high-yielding: a focus on rapeseed. Biomolecules, 2021, 11: 1516.
[13] Lu G Y, Tian Z T, Chen P Y, et al. Comprehensive morphological and molecular insights into drought tolerance variation at germination stage in Brassica napus accessions. Plants, 2024, 13: 3296.
[14] Ahmad N, Ibrahim S, Kuang L Q, et al. Integrating genome-wide association study with transcriptomic data to predict candidate genes influencing Brassica napus root and biomass-related traits under low phosphorus conditions. Biotechnol Biofuels Bioprod, 2023, 16: 149.
[15] Xiang X R, Qiu P, Mei Z C, et al. Genome-wide association study and transcriptome analysis reveal natural variation of key genes regulation flowering time in rapeseed. Mol Breed, 2024, 44: 40.
[16] 陈致富, 李勤菲, 张永晶, 等. 白菜型油菜品种萌发期的抗旱性鉴定与筛选. 植物遗传资源学报, 2015, 16: 15–22.
Chen Z F, Li Q F, Zhang Y J, et al. Identification and screening of resources with tolerance against drought stress in Brassica rapa during germination stage. J Plant Genet Resour, 2015, 16: 15–22 (in Chinese with English abstract).
[17] Clarke W E, Higgins E E, Plieske J, et al. A high-density SNP genotyping array for Brassica napus and its ancestral diploid species based on optimised selection of single-locus markers in the allotetraploid genome. Theor Appl Genet, 2016, 129: 1887–1899.
[18] Pritchard J K, Stephens M, Donnelly P. Inference of population structure using multilocus genotype data. Genetics, 2000, 155: 945–959.
[19] Zhang L Y, Yang B, Li X D, et al. Integrating GWAS, RNA-Seq and functional analysis revealed that BnaA02.SE mediates silique elongation by affecting cell proliferation and expansion in Brassica napus. Plant Biotechnol J, 2024, 22: 2907–2920.
[20] 张超, 杨博, 张立源, 等. 基于QTL定位和全基因组关联分析挖掘甘蓝型油菜收获指数相关位点. 作物学报, 2022, 48: 2180–2195.
Zhang C, Yang B, Zhang L Y, et al. Mining harvest index loci based on QTL mapping and genome-wide association study in rapeseed (Brassica napus L.). Acta Agron Sin, 2022, 48: 2180–2195 (in Chinese with English abstract).
[21] 蒙姜宇, 梁光伟, 贺亚军, 等. 甘蓝型油菜耐盐和耐旱相关性状的QTL分析. 作物学报, 2021, 47: 462–471.
Meng J Y, Liang G W, He Y J, et al. QTL mapping of salt and drought tolerance related traits in Brassica napus L. Acta Agron Sin, 2021, 47: 462–471 (in Chinese with English abstract).
[22] 李阳阳, 吴丹, 许军红, 等. 基于QTL和转录组测序鉴定甘蓝型油菜耐旱候选基因. 作物学报, 2024, 50: 820–835.
Li Y Y, Wu D, Xu J H, et al. Identification of candidate genes associated with drought tolerance based on QTL and transcriptome sequencing in Brassica napus L. Acta Agron Sin, 2024, 50: 820–835 (in Chinese with English abstract).
[23] Dubos C, Stracke R, Grotewold E, et al. MYB transcription factors in Arabidopsis. Trends Plant Sci, 2010, 15: 573–581.
[24] Ding Z H, Li S M, An X L, et al. Transgenic expression of MYB15 confers enhanced sensitivity to abscisic acid and improved drought tolerance in Arabidopsis thaliana. J Genet Genom, 2009, 36: 17–29.
[25] Kim H, Hwang H, Hong J W, et al. A rice orthologue of the ABA receptor, OsPYL/RCAR5, is a positive regulator of the ABA signal transduction pathway in seed germination and early seedling growth. J Exp Bot, 2012, 63: 1013–1024.
[26] Andrási N, Pettkó-Szandtner A, Szabados L. Diversity of plant heat shock factors: regulation, interactions, and functions. J Exp Bot, 2021, 72: 1558–1575.
[27] Zhang F, Pan Z J, Han C Y, et al. Pyrus betulaefolia ERF3 interacts with HsfC1a to coordinately regulate aquaporin PIP1;4 and NCED4 for drought tolerance. Hortic Res, 2024, 11: uhae090.
[28] Kumar A, Partap M, Warghat A R. From growth to survival: Aux/IAA genes in plant development and stress management. Plant Sci, 2026, 362: 112750.
[29] Su X, Zhang X L, Luo J, et al. The IAA7-ARF7-ARF19 auxin signaling module plays diverse roles in Arabidopsis growth and development. Planta, 2025, 262: 12.
[30] Safi H, Saibi W, Alaoui M M, et al. A wheat lipid transfer protein (TdLTP4) promotes tolerance to abiotic and biotic stress in Arabidopsis thaliana. Plant Physiol Biochem, 2015, 89: 64–75.
[31] Duan Y J, Shang X G, He Q F, et al. LIPID TRANSFER PROTEIN4 regulates cotton ceramide content and activates fiber cell elongation. Plant Physiol, 2023, 193: 1816–1833.
[32] Feng H, Wang S, Dong D F, et al. Arabidopsis Ubiquitin-conjugating enzymes UBC7, UBC13, and UBC14 are required in plant responses to multiple stress conditions. Plants, 2020, 9: 723.
[33] Eastmond P J, Van Dijken A J H, Spielman M, et al. Trehalose-6-phosphate synthase 1, which catalyses the first step in trehalose synthesis, is essential for Arabidopsis embryo maturation. Plant J, 2002, 29: 225–235.
[34] Lu X G, Zhang F Z, Zhang C L, et al. TaTPS11 enhances wheat cold resistance by regulating source-sink factor. Plant Physiol Biochem, 2024, 211: 108695.
[35] Singh V, Shah J. Tomato responds to green peach aphid infestation with the activation of trehalose metabolism and starch accumulation. Plant Signal Behav, 2012, 7: 605–607.
[36] Paneque A, Fortus H, Zheng J L, et al. The hexosamine biosynthesis pathway: regulation and function. Genes, 2023, 14: 933.
[37] Van Vu K, Jeong C Y, Nguyen T T, et al. Deficiency of AtGFAT1 activity impairs growth, pollen germination and tolerance to tunicamycin in Arabidopsis. J Exp Bot, 2019, 70: 1775–1787.
[38] Lunn D, Gaddipati S R, Tucker G A, et al. Null mutants of individual RABA genes impact the proportion of different cell wall components in stem tissue of Arabidopsis thaliana. PLoS One, 2013, 8: e75724.
[1] Xi Qian-Hui, Xu Zi-Yuan, Liu Meng-Meng, Wang Hong-Yi, Lang Kai-Lin, Jing Zhen-Hai, Chen Feng, Zhao Lei. Genome-wide association study and candidate gene prediction of grain copper content in wheat [J]. Acta Agronomica Sinica, 2026, 52(6): 1604-1617.
[2] Yang Xin-Yu, Cui Wen-Tao, Dilinigeer Alimu, Wang Kai-Xiang, Wu Peng-Hao, Ren Jiao-Jiao. Genome-wide association and genomic selection analysis of the number of leaves above the ear in maize [J]. Acta Agronomica Sinica, 2026, 52(5): 1573-1590.
[3] Han Ya-Xin, He Guan-Hua, Zhang Xiao-Qiong, Zhang Deng-Feng, Li Yong-Xiang, Liu Xu-Yang, Wang Tian-Yu, Li Yu, Zou Hua-Wen, Li Chun-Hui. Identification of maize lateral root density genes resources through integrated RNA-seq and BSA-seq analyses [J]. Acta Agronomica Sinica, 2026, 52(5): 1341-1352.
[4] Zhang Li-Lan, Yang Jun, Wang Rang-Jian. Identification of candidate genes related to glycoside aroma precursor content in tea plant using WGCNA [J]. Acta Agronomica Sinica, 2026, 52(2): 494-513.
[5] Lu Ya-Ni, Ding Chao-Jie, Zhang Yu, Du Xi-Jun, Qi Xue-Li, Hu Lin, Xu Wei-Gang. Identification and genome-wide association analysis of seedling-stage Fusarium crown rot resistance in 200 wheat cultivars from Henan province, China [J]. Acta Agronomica Sinica, 2026, 52(2): 363-375.
[6] Li Shi-Qing, Wang Qian, Wang Su-Hua, Zhang Yao-Wen, Wang Li-Xia. Evaluation of salt tolerance at the seedling stage and related gene mining in mung bean germplasm resources [J]. Acta Agronomica Sinica, 2026, 52(2): 376-388.
[7] MENG Ran, LI Zhao-Jia, FENG Wei, CHEN Yue, LIU Lu-Ping, YANG Chun-Yan, LU Xue-Lin, WANG Xiu-Ping. Comprehensive evaluation of salt tolerance at different growth stages of soybean and screening of salt-tolerant germplasm [J]. Acta Agronomica Sinica, 2025, 51(8): 1991-2008.
[8] XU Yi-Wei, ZHANG Ying-Ying, LI Rui, YAN Yong-Liang, LIU Yun-Jun, KONG Zhao-Sheng, ZHENG Jun, WANG Yi-Ru. csp2 gene of Deinococcus gobiensis improves drought tolerance in maize [J]. Acta Agronomica Sinica, 2025, 51(8): 1981-1990.
[9] ZHAO Chao-Nan, WANG Jin-Feng, ZHANG Yu, ZHANG Li, LI Rui-Qi, WANG Peng-Fei, LI Ge-Zi, ZHANG Hong-Jun, YU Bo, KANG Guo-Zhang. Genome-wide association study for the identification and characterization of nitrogen efficiency-related genes in wheat [J]. Acta Agronomica Sinica, 2025, 51(7): 1801-1813.
[10] LIANG Hong-Kai, ZHAO Su-Meng, LU Qiong, ZHOU Peng, ZHI Hui, DIAO Xian-Min, HE Qiang. A mini-core collection of foxtail millet [J]. Acta Agronomica Sinica, 2025, 51(6): 1435-1444.
[11] JIANG You, MA Xue-Rong, ZHANG Bo, LI Chen-Jian. Evaluation of salt tolerance and screening of salt-tolerant germplasm of Sorghum sudanese during seed germination period [J]. Acta Agronomica Sinica, 2025, 51(3): 835-844.
[12] HOU Tian-Yu, DU Xiao-Jing, ZHAO Zhi-Qiang, REYIM Anwar, YIDAYETULA Abula, BUHALIQIEMU Abulizi, YUAN Jie, ZHANG Yan-Hong, WANG Feng-Bin. Evaluation of cold tolerance of japonica rice varieties at germination stage and construction of identification system [J]. Acta Agronomica Sinica, 2025, 51(3): 812-822.
[13] ZHANG Jin-Ze, ZHOU Qing-Guo, YANG Xu, WANG Qian, XIAO Li-Jing, JIN Hai-Run, OU-YANG Qing-Jing, YU Kun-Jiang, TIAN En-Tang. Analysis of genes associated with expression characteristics and high resistance in response to Sclerotinia sclerotiorum infection in Brassica juncea [J]. Acta Agronomica Sinica, 2025, 51(3): 621-631.
[14] WANG Yu-Xin, CHEN Tian-Yu, ZHAI Hong, ZHANG Huan, GAO Shao-Pei, HE Shao-Zhen, ZHAO Ning, LIU Qing-Chang. Cloning and characterization of drought tolerance function of kinase gene IbHT1 in sweetpotato [J]. Acta Agronomica Sinica, 2025, 51(2): 301-311.
[15] WEI Qi, HE Guan-Hua, ZHANG Deng-Feng, LI Yong-Xiang, LIU Xu-Yang, TANG Huai-Jun, LIU Cheng, WANG Tian-Yu, LI Yu, LU Yun-Cai, LI Chun-Hui. Identifying of excellent drought-tolerant gene resources based on drought- tolerant maize inbred line SL001 [J]. Acta Agronomica Sinica, 2025, 51(12): 3171-3183.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!