Comparative Metabolome and Transcriptome Analysis of Rapeseed (Brassica napus L.) Cotyledons in Response to Cold Stress

被引:2
作者
Liu, Xinhong [1 ,2 ,3 ]
Wang, Tonghua [1 ,3 ]
Ruan, Ying [2 ]
Xie, Xiang [2 ,4 ]
Tan, Chengfang [2 ]
Guo, Yiming [1 ,3 ]
Li, Bao [1 ,3 ]
Qu, Liang [1 ,3 ]
Deng, Lichao [1 ,3 ]
Li, Mei [1 ,3 ]
Liu, Chunlin [2 ,4 ]
机构
[1] Hunan Acad Agr Sci, Crop Res Inst, Changsha 410125, Peoples R China
[2] Hunan Agr Univ, Key Lab Hunan Prov Crop Epigenet Regulat & Dev, Changsha 410128, Peoples R China
[3] Hunan Acad Agr Sci, Yuelushan Lab, Changsha 410125, Peoples R China
[4] Hunan Agr Univ, Coll Agron, Changsha 410128, Peoples R China
来源
PLANTS-BASEL | 2024年 / 13卷 / 16期
基金
中国国家自然科学基金;
关键词
cold sensitive; cell wall modification; ion homeostasis; phytohormone responsive genes; reactive oxygen species; sugar biosynthesis; electron transfer chain; GENE; ARABIDOPSIS; TOLERANCE; ACCLIMATION; EXPRESSION; PATHWAYS; ACCUMULATION; FAMILY; GROWTH; KEGG;
D O I
10.3390/plants13162212
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
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 degrees 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.
引用
收藏
页数:27
相关论文
共 93 条
[1]   Fine-Tuning Cold Stress Response Through Regulated Cellular Abundance and Mechanistic Actions of Transcription Factors [J].
Abdullah, Siti Nor Akmar ;
Azzeme, Azzreena Mohamad ;
Yousefi, Kobra .
FRONTIERS IN PLANT SCIENCE, 2022, 13
[2]   Transcription factors WRKY11 and WRKY17 are involved in abiotic stress responses in Arabidopsis [J].
Ali, Muhammad Amjad ;
Azeem, Farrukh ;
Nawaz, Muhammad Amjad ;
Acet, Tuba ;
Abbas, Amjad ;
Imran, Qari Muhammad ;
Shah, Kausar Hussain ;
Rehman, Hafiz Mamoon ;
Chung, Gyuhwa ;
Yang, Seung Hwan ;
Bohlmann, Holger .
JOURNAL OF PLANT PHYSIOLOGY, 2018, 226 :12-21
[3]   Changes in plant mitochondrial electron transport alter cellular levels of reactive oxygen species and susceptibility to cell death signaling molecules [J].
Amirsadeghi, Sasan ;
Robson, Christine A. ;
McDonald, Allison E. ;
Vanlerberghe, Greg C. .
PLANT AND CELL PHYSIOLOGY, 2006, 47 (11) :1509-1519
[4]  
Anders S., 2012, Differential expression of RNA-Seq data at the gene level-the DESeq package
[5]  
Apweiler R, 2004, NUCLEIC ACIDS RES, V32, pD115, DOI [10.1093/nar/gkh131, 10.1093/nar/gkw1099]
[6]  
Arakawa Kazuharu, 2005, In Silico Biology, V5, P419
[7]   Dynamic changes in the mitochondrial electron transport chain underpinning cold acclimation of leaf respiration [J].
Armstrong, Anna F. ;
Badger, Murray R. ;
Day, David A. ;
Barthet, Michelle M. ;
Smith, Penelope M. C. ;
Millar, A. Harvey ;
Whelan, Jim ;
Atkin, Owen K. .
PLANT CELL AND ENVIRONMENT, 2008, 31 (08) :1156-1169
[8]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[9]   Temperature stress and redox homeostasis in agricultural crops [J].
Awasthi, Rashmi ;
Bhandari, Kalpna ;
Nayyar, Harsh .
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2015, 3
[10]   The use of the electrolyte leakage method for assessing cell membrane stability as a water stress tolerance test in durum wheat [J].
Bajji, M ;
Kinet, JM ;
Lutts, S .
PLANT GROWTH REGULATION, 2002, 36 (01) :61-70