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Zhu Q, King GJ, Liu X, Shan N, Borpatragohain P, Baten A, Wang P, Luo S, Zhou Q. Identification of SNP loci and candidate genes related to four important fatty acid composition in Brassica napus using genome wide association study. PLoS One 2019; 14:e0221578. [PMID: 31442274 PMCID: PMC6707581 DOI: 10.1371/journal.pone.0221578] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Accepted: 08/11/2019] [Indexed: 12/16/2022] Open
Abstract
Rapeseed oil (canola, Brassica napus L.) is an important healthy vegetable oil throughout the world, the nutritional and economical value of which largely depends on its seed fatty acid composition. In this study, based on 201,187 SNP markers developed from the SLAF-seq (specific locus amplified fragment sequencing), a genome wide association study of four important fatty acid content traits (erucic acid, oleic acid, linoleic acid and linolenic acid) in a panel of 300 inbred lines of rapeseed in two environments (JXAU and JXRIS) was carried out. A total of 148 SNP loci significantly associated with these traits were detected by MLM model analysis respectively, and 30 SNP loci on A08 and C03 chromosomes were detected in three traits of erucic acid, oleic acid and linoleic acid contents simultaneously. Furthermore, 108 highly favorable alleles for increasing oleic acid and linoleic acid content, also for decreasing erucic acid content simultaneously were observed. By a basic local alignment search tool (BLAST) search with in a distance of 100 Kb around these significantly SNP-trait associations, we identified 20 orthologs of the functional candidate genes related to fatty acid biosynthesis, including the known vital fatty acid biosynthesis genes of BnaA.FAE1 and BnaC. FAE1 on the A08 and C03 chromosomes, and other potential candidate genes involving in the fatty acid biosynthesis pathway, such as the orthologs genes of FAD2, LACS09, KCS17, CER4, TT16 and ACBP5. This study lays a basis for uncovering the genetic variations and the improvement of fatty acid composition in B. napus.
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Affiliation(s)
- Qianglong Zhu
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, Agronomy College, Jiangxi Agricultural University, Nanchang, China
| | - Graham J. King
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
| | - Xingyue Liu
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, Agronomy College, Jiangxi Agricultural University, Nanchang, China
| | - Nan Shan
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, Agronomy College, Jiangxi Agricultural University, Nanchang, China
| | | | - Abdul Baten
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
| | - Putao Wang
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, Agronomy College, Jiangxi Agricultural University, Nanchang, China
| | - Sha Luo
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, Agronomy College, Jiangxi Agricultural University, Nanchang, China
| | - Qinghong Zhou
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, Agronomy College, Jiangxi Agricultural University, Nanchang, China
- * E-mail:
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Lemesh VA, Mozgova GV, Grushetskaya ZE, Sidorenko EV, Piluk YE, Bakanovskaya AV. The use of specific DNA markers for the identification of alleles of the FAD3 genes in rape (Brassica napus L.). RUSS J GENET+ 2015. [DOI: 10.1134/s1022795415080049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Sharpe AG, Parkin IA, Keith DJ, Lydiate DJ. Frequent nonreciprocal translocations in the amphidiploid genome of oilseed rape (Brassica napus). Genome 2012; 38:1112-21. [PMID: 18470235 DOI: 10.1139/g95-148] [Citation(s) in RCA: 176] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A RFLP map of Brassica napus, consisting of 277 loci arranged in 19 linkage groups, was produced from genetic segregation in a combined population of 174 doubled-haploid microspore-derived lines. The integration of this map with a B. napus map derived from a resynthesized B. napus x oilseed rape cross allowed the 10 linkage groups of the B. napus A genome and the 9 linkage groups of the C genome to be identified. Collinear patterns of marker loci on different linkage groups suggested potential partial homoeologues. RFLP patterns consistent with aberrant chromosomes were observed in 9 of the 174 doubled-haploid lines. At least 4 of these lines carried nonreciprocal, homoeologous translocations. These translocations were probably the result of homoeologous recombination in the amphidiploid genome of oilseed rape, suggesting that domesticated B. napus is unable to control chromosome pairing completely. Evidence for genome homogenization in oilseed rape is presented and its implications on genetic mapping in amphidiploid species is discussed. The level of polymorphism in the A genome was higher than that in the C genome and this might be a general property of oilseed rape crosses.
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ZHANG LI, CHEN GUOLIN, WU JIANGUO, VARIATH MURALITOTTEKKAAD, SHI CHUNHAI. DEVELOPMENTAL GENETIC ANALYSIS FOR CRUDE FIBER CONTENT AND CRUDE ASH CONTENT OF RAPESEED MEAL IN TWO DIFFERENT GROWING YEARS. J FOOD QUALITY 2011. [DOI: 10.1111/j.1745-4557.2011.00392.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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Shi CH, Zhang HZ, Wu JG. Analysis of embryo, cytoplasmic and maternal correlations for quality traits of rapeseed (Brassica napus L.) across environments. J Genet 2006; 85:147-51. [PMID: 17072084 DOI: 10.1007/bf02729021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- C H Shi
- Department of Agronomy, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310029, People's Republic of China.
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Hu X, Sullivan-Gilbert M, Gupta M, Thompson SA. Mapping of the loci controlling oleic and linolenic acid contents and development of fad2 and fad3 allele-specific markers in canola (Brassica napus L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2006; 113:497-507. [PMID: 16767448 DOI: 10.1007/s00122-006-0315-1] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2006] [Accepted: 05/06/2006] [Indexed: 05/08/2023]
Abstract
The quality of canola oil is determined by its constituent fatty acids such as oleic acid (C18:1), linoleic acid (C18:2) and linolenic acid (C18:3). Most canola cultivars normally produce oil with about 55-65% oleic acid and 8-12% linolenic acid. High concentrations of linolenic acid lead to oil instability and off-type flavor, while high levels of oleic acid increase oxidative stability and nutritional value of oil. Therefore, development of canola cultivars with increased oleic acid and reduced linolenic acid is highly desirable for canola oil quality. In this study, we have mapped one locus that has a major effect and one locus that has a minor effect for high oleic acid and two loci that have major effects for low linolenic acid in a doubled haploid population. The major locus for high C18:1 was proven to be the fatty acid desaturase-2 (fad2) gene and it is located on the linkage group N5; the minor locus is located on N1. One major QTL for C18:3 is the fatty acid desaturase-3 gene of the genome C (fad3c) and it is located on N14. The second major QTL resides on N4 and is the fad3a gene of the A genome. We have sequenced genomic clones of the fad2 and fad3c genes amplified from an EMS-induced mutant and a wild-type canola cultivar. A comparison of the mutant and wild-type allele sequences of the fad2 and fad3c genes revealed single nucleotide mutations in each of the genes. Detailed sequence analyses suggested mechanisms by which both the mutations can cause altered fatty acid content. Based on the sequence differences between the mutant and wild-type alleles, two single nucleotide polymorphism (SNP) markers, corresponding to the fad2 and fad3c gene mutations, were developed. These markers will be highly useful for direct selection of desirable fad2 and fad3c alleles during marker-assisted trait introgression and breeding of canola with high oleic and low linolenic acid.
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Affiliation(s)
- Xueyi Hu
- Dow AgroSciences, LLC, 9330 Zionsville Road, Indianapolis, IN 46268-1054, USA.
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Zhang H, Shi C, Wu J, Ren Y, Li C, Zhang D, Zhang Y. Analysis of genetic effects and heritabilities for linoleic and α‐linolenic acid content of
Brassica napus
L. across Chinese environments. EUR J LIPID SCI TECH 2004. [DOI: 10.1002/ejlt.200400963] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Haizhen Zhang
- Department of Agronomy, College of Agriculture and Biotechnology, Zhejiang University, HangZhou, China
| | - Chunhai Shi
- Department of Agronomy, College of Agriculture and Biotechnology, Zhejiang University, HangZhou, China
| | - Jianguo Wu
- Department of Agronomy, College of Agriculture and Biotechnology, Zhejiang University, HangZhou, China
| | - Yuling Ren
- Department of Agronomy, College of Agriculture and Biotechnology, Zhejiang University, HangZhou, China
| | - Changtao Li
- Department of Agronomy, College of Agriculture and Biotechnology, Zhejiang University, HangZhou, China
| | - Dongqing Zhang
- Crop Research Institute, Zhejiang Academy of Agricultural Sciences, HangZhou, China
| | - Yaofeng Zhang
- Crop Research Institute, Zhejiang Academy of Agricultural Sciences, HangZhou, China
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Mahmood T, Ekuere U, Yeh F, Good AG, Stringam GR. RFLP linkage analysis and mapping genes controlling the fatty acid profile of Brassica juncea using reciprocal DH populations. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2003; 107:283-290. [PMID: 12669199 DOI: 10.1007/s00122-003-1244-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2002] [Accepted: 11/05/2002] [Indexed: 05/24/2023]
Abstract
An RFLP linkage map, comprising 300 linked and 16 unlinked loci, was constructed using reciprocal DH populations of Brassica juncea. The linked loci were organized into 18 linkage groups and seven unlinked segments, covering a total map distance of 1,564 cM. The A and B genomes were identified. The chi(2) test showed that 96.1% of the common intervals in the two populations differed non-significantly for recombination fractions, thus strongly suggesting the absence of sex-based differences for recombination fractions in B. juncea. Two QTLs, E(1a) and E(1b), significantly affected erucic acid content, and individually explained 53.7% and 32.1%, respectively, and collectively 85.8% of the phenotypic variation in the population. The QTLs E(1a) and E(1b) showed epistasis, and the full model including epistasis explained nearly all of the phenotypic variation in the population. The QTLs E(1a) and E(1b) were also associated with contents of oleic, linoleic and linolenic acids. Three additional QTLs (LN(2), LN(3) and LN(4)) significantly influenced linolenic acid content. The QTL LN(2) accounted for 35.4% of the phenotypic variation in the population. Epistatic interactions were observed between the QTLs E1a and LN(2). The stability of the detected QTLs across years and locations, and breeding strategies for improving the fatty acid profile of B. juncea, are discussed.
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Affiliation(s)
- T Mahmood
- Lembke Research Ltd, P.O Box 2499, Morden, MB, R6M 1C2
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Lionneton E, Ravera S, Sanchez L, Aubert G, Delourme R, Ochatt S. Development of an AFLP-based linkage map and localization of QTLs for seed fatty acid content in condiment mustard (Brassica juncea). Genome 2002; 45:1203-15. [PMID: 12502267 DOI: 10.1139/g02-095] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A genetic linkage map of Brassica juncea based on AFLP and RAPD markers was constructed using 131 F1-derived doubled-haploid (DH) plants from a cross between two mustard lines. The map included 273 markers (264 AFLP, 9 RAPD) arranged on 18 linkage groups, and covered a total genetic distance of 1641 cM; 18.3% of the AFLP markers showed a segregation distortion (P < 0.01). The markers with biased segregation were clustered on seven linkage groups. QTLs for oil contents, palmitic acid (16:0), stearic acid (18:0), oleic acid (18:1), linoleic acid (18:2), linolenic acid (18:3), eicosenoic acid (20:1), and erucic acid (22:1), were mapped on the AFLP linkage map. Correlation studies among fatty acids in the DH population and the localization of QTLs involved in their control indicated that a major gene located on linkage group (LG) 2 controlled the elongation step of erucic acid.
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Affiliation(s)
- E Lionneton
- Institut National de la Recherche Agronomique (INRA), Unité de Recherche en Génétique et Amélioration des Plantes (URGAP), BP 86510, 21065 Dijon cedex, France.
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Mutation and selection for improved oil and meal quality in Brassica napus utilizing microspore culture. IN VITRO HAPLOID PRODUCTION IN HIGHER PLANTS 1996. [DOI: 10.1007/978-94-017-0477-9_7] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Tanhuanpää PK, Vilkki JP, Vilkki HJ. Association of RAPD marker with linolenic acid concentration in the seed oil of rapeseed (Brassica napus L.). Genome 1995; 38:414-6. [PMID: 7774805 DOI: 10.1139/g95-053] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The F2 progeny (64 individuals) from the cross between oilseed rape (Brassica napus L.) cultivar Topas and R4 (a low linolenic mutation line) was analyzed with 8 RFLPs and 34 RAPDs to discover a genetic tag for gene(s) affecting linolenic acid concentration. According to variance analysis (ANOVA), one RAPD marker (25a) was significantly associated with linolenic acid content; the linolenic acid concentration in the seeds of F2 individuals showing the marker (includes both homo- and hetero-zygotes) was 7.43 +/- 1.35% and in those lacking the marker was 5.70 +/- 1.52%. Marker 25a may be used to facilitate selection for fatty acid composition in future breeding programs of oilseed rape.
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Affiliation(s)
- P K Tanhuanpää
- Plant Breeding Section, Institute of Crop and Soil Science, Agricultural Research Centre of Finland, Jokioinen
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Hu J, Quiros C, Arus P, Strass D, Robbelen G. Mapping of a gene determining linolenic acid concentration in rapeseed with DNA-based markers. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1995; 90:258-62. [PMID: 24173900 DOI: 10.1007/bf00222211] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/1994] [Accepted: 05/30/1994] [Indexed: 05/09/2023]
Abstract
Rapeseed ranks third in world oil production. An important breeding objective to improve oil quality in this crop is to lower linolenic acid concentration in the seeds. Previous reports indicate that the concentration of this acid in Brassica napus is determined by two or three nuclear genes. Using DNA-based markers, we have successfully mapped a gene determining linolenic acid concentration in an F2 population derived from crossing the cultivar 'Duplo' and alow linolenic acid line, 3637-1. Linolenic acid concentration in this population ranged from 2.1% to 10.5% with-amean of 6.2%. A RAPD marker, K01-1100, displayed significantly different frequencies between two subpopulations consisting of either high or low linolenic acid concentration individuals sampled from the two extremes of the F2 distribution. Marker K01-1100 segregated in a codominant fashion when used as an RFLP probe on DNA from individuals of this F2 population. The linolenic acid concentration means for the three resulting RFLP genotypes in the F2 population were 4.8% (homozygous 3637-1 allele), 6.4% (heterozygous), and 7.5% (homozygous 'Duplo' allele), respectively. It is estimated that this marker accounts for 26.5% of the genetic variation of linolenic acid concentration in this population.
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Affiliation(s)
- J Hu
- Department of Vegetable Crops, University of California, 95616, Davis, CA
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Murigneux A, Baud S, Beckert M. Molecular and morphological evaluation of doubled-haploid lines in maize. 2. Comparison with single-seed-descent lines. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1993; 87:278-287. [PMID: 24190225 DOI: 10.1007/bf00223777] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/1993] [Accepted: 03/12/1993] [Indexed: 06/02/2023]
Abstract
Doubled-haploid (DH) and single-seed-descent (SSD) lines in maize have been compared for quantitatively inherited traits and for RFLP markers. The comparisons of the distributions for agromorphological traits do not allow definite conclusions to be drawn on the similarity of the two reproductive systems. We have used more than 100 RFLP markers to provide a precise description of the parental allele frequency and the recombination fractions. A comparison of two DH populations shows that non-random meiotic reassortment is influenced by differences in the anther culture capacities of the two parental lines. For the DH lines derived from the cross DH5 x DH7, involving two responsive lines in anther culture, the distortion in segregation (P < 0.05) affected less than 20% of the genome with half of the deviations towards each parent. DH lines derived from the cross A188 x DH7, where A188 is a non-responsive line, showed more than twice this level of distortion and an excess of DH7 alleles was found for almost all of the skewed loci. The recombination fractions were homogeneous between the two DH populations for most of the genome. The genome sizes calculated with the DH and the SSD lines derived from the same cross, A188 x DH7, were also similar, which suggests that no selection against recombinant gametes occurs during anther culture. The observed recombination fraction after five meioses (SSD) is on average twice as large as after one meiosis (DH). No difference is observed for recombination fractions greater than 20%. Despite a precise description of the material at the molecular level, it has not been possible to make a definite conclusion as to whether or not the differences in some morphological characters are the consequences of differences in the segregation ratio and/or the recombination frequency. However, the agromorphological evaluation shows a narrow range in differences between the two types of lines and suggests that the use of DH lines is possible in breeding programmes.
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Affiliation(s)
- A Murigneux
- BIOCEM-Groupe Limagrain, 24 Avenue des Landais, 63170, Aubiere Cedex, France
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