Identification of stable QTLs for seed oil content by combined linkage and association mapping in Brassica napus

Plant Science ◽  
2016 ◽  
Vol 252 ◽  
pp. 388-399 ◽  
Author(s):  
Fengming Sun ◽  
Jing Liu ◽  
Wei Hua ◽  
Xingchao Sun ◽  
Xinfa Wang ◽  
...  
Genome ◽  
2010 ◽  
Vol 53 (11) ◽  
pp. 908-916 ◽  
Author(s):  
Jun Zou ◽  
Congcong Jiang ◽  
Zhengying Cao ◽  
Ruiyuan Li ◽  
Yan Long ◽  
...  

Association mapping has been used increasingly in natural populations with rich genetic diversity to detect DNA-based markers that are associated with important agronomic traits. Brassica napus is an important oil crop with limited genetic diversity. “New-type” B. napus that is introgressed with subgenomic components from related species has been developed to broaden the genetic basis of “traditional” B. napus . In this study, new-type B. napus lines and a collection of traditional B. napus varieties from different countries were used as two different populations to evaluate seed oil content and to determine the efficacy of association mapping by comparison with previous study of linkage mapping. Relatively rich genetic diversity, but a higher level of linkage disequilibrium was observed in the new-type B. napus as compared with the traditional B. napus . Similarly, a larger variation in oil content and a greater number of associated markers were detected in the population of new-type B. napus . Meanwhile, more than half of the genetic loci, to which the associated markers corresponded, were located within the quantitative trait loci intervals identified previously in linkage mapping experiments, which demonstrated the power of association mapping in B. napus .


Euphytica ◽  
2016 ◽  
Vol 213 (1) ◽  
Author(s):  
Ying Fu ◽  
Dongqing Zhang ◽  
Madeleine Gleeson ◽  
Yaofeng Zhang ◽  
Baogang Lin ◽  
...  

2021 ◽  
Vol 22 (3) ◽  
pp. 1033
Author(s):  
Abirami Rajavel ◽  
Selina Klees ◽  
Johanna-Sophie Schlüter ◽  
Hendrik Bertram ◽  
Kun Lu ◽  
...  

Transcription factors (TFs) and their complex interplay are essential for directing specific genetic programs, such as responses to environmental stresses, tissue development, or cell differentiation by regulating gene expression. Knowledge regarding TF–TF cooperations could be promising in gaining insight into the developmental switches between the cultivars of Brassica napus L., namely Zhongshuang11 (ZS11), a double-low accession with high-oil- content, and Zhongyou821 (ZY821), a double-high accession with low-oil-content. In this regard, we analysed a time series RNA-seq data set of seed tissue from both of the cultivars by mainly focusing on the monotonically expressed genes (MEGs). The consideration of the MEGs enables the capturing of multi-stage progression processes that are orchestrated by the cooperative TFs and, thus, facilitates the understanding of the molecular mechanisms determining seed oil content. Our findings show that TF families, such as NAC, MYB, DOF, GATA, and HD-ZIP are highly involved in the seed developmental process. Particularly, their preferential partner choices as well as changes in their gene expression profiles seem to be strongly associated with the differentiation of the oil content between the two cultivars. These findings are essential in enhancing our understanding of the genetic programs in both cultivars and developing novel hypotheses for further experimental studies.


2020 ◽  
Vol 104 (5) ◽  
pp. 1410-1422
Author(s):  
Shan Tang ◽  
Dong‐Xu Liu ◽  
Shaoping Lu ◽  
Liangqian Yu ◽  
Yuqing Li ◽  
...  

Heredity ◽  
2003 ◽  
Vol 90 (1) ◽  
pp. 39-48 ◽  
Author(s):  
M J Burns ◽  
S R Barnes ◽  
J G Bowman ◽  
M H E Clarke ◽  
C P Werner ◽  
...  

2019 ◽  
Vol 12 (4) ◽  
pp. 582-596 ◽  
Author(s):  
Jun Liu ◽  
Wanjun Hao ◽  
Jing Liu ◽  
Shihang Fan ◽  
Wei Zhao ◽  
...  

PLoS ONE ◽  
2017 ◽  
Vol 12 (6) ◽  
pp. e0179027 ◽  
Author(s):  
Ke-Lin Huang ◽  
Mei-Li Zhang ◽  
Guang-Jing Ma ◽  
Huan Wu ◽  
Xiao-Ming Wu ◽  
...  

2019 ◽  
Vol 20 (8) ◽  
pp. 1982 ◽  
Author(s):  
Muhammad Shahid ◽  
Guangqin Cai ◽  
Feng Zu ◽  
Qing Zhao ◽  
Muhammad Uzair Qasim ◽  
...  

Vegetable oil is an essential constituent of the human diet and renewable raw material for industrial applications. Enhancing oil production by increasing seed oil content in oil crops is the most viable, environmentally friendly, and sustainable approach to meet the continuous demand for the supply of vegetable oil globally. An in-depth understanding of the gene networks involved in oil biosynthesis during seed development is a prerequisite for breeding high-oil-content varieties. Rapeseed (Brassica napus) is one of the most important oil crops cultivated on multiple continents, contributing more than 15% of the world’s edible oil supply. To understand the phasic nature of oil biosynthesis and the dynamic regulation of key pathways for effective oil accumulation in B. napus, comparative transcriptomic profiling was performed with developing seeds and silique wall (SW) tissues of two contrasting inbred lines with ~13% difference in seed oil content. Differentially expressed genes (DEGs) between high- and low-oil content lines were identified across six key developmental stages, and gene enrichment analysis revealed that genes related to photosynthesis, metabolism, carbohydrates, lipids, phytohormones, transporters, and triacylglycerol and fatty acid synthesis tended to be upregulated in the high-oil-content line. Differentially regulated DEG patterns were revealed for the control of metabolite and photosynthate production in SW and oil biosynthesis and accumulation in seeds. Quantitative assays of carbohydrates and hormones during seed development together with gene expression profiling of relevant pathways revealed their fundamental effects on effective oil accumulation. Our results thus provide insights into the molecular basis of high seed oil content (SOC) and a new direction for developing high-SOC rapeseed and other oil crops.


2011 ◽  
Vol 69 (3) ◽  
pp. 432-444 ◽  
Author(s):  
Wei Hua ◽  
Rong-Jun Li ◽  
Gao-Miao Zhan ◽  
Jing Liu ◽  
Jun Li ◽  
...  

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