Genome analysis to identify SNPs associated with oil content and fatty acid components in soybean

被引:14
作者
Priolli, R. H. G. [1 ,2 ]
Carvalho, C. R. L. [3 ]
Bajay, M. M. [4 ]
Pinheiro, J. B. [5 ]
Vello, N. A. [5 ]
机构
[1] Univ Santa Cecilia, FIFO, R Oswaldo Cruz 266, BR-11045970 Santos, SP, Brazil
[2] Univ Estadual Campinas, NEPA, Ave Albert Einstein 291, BR-13083852 Campinas, SP, Brazil
[3] CPDRGV, IAC, Ave Barao Itapura 1481, BR-13001970 Campinas, SP, Brazil
[4] UDESC, CERES, R Cel Fernandes Martins 270, BR-88790000 Laguna, SC, Brazil
[5] Univ Sao Paulo, Dept Genet, ESALQ, Ave Padua Dias 11, BR-13400970 Piracicaba, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Glycine max; Soybean germplasm; Fatty acids; Oil quality; Molecular markers; Soybean breeding; GENETIC ARCHITECTURE; AGRONOMIC PERFORMANCE; POPULATION-STRUCTURE; WIDE ASSOCIATION; HIGH-DENSITY; OLEIC-ACID; DIVERSITY; CULTIVARS; BASE; EVOLUTION;
D O I
10.1007/s10681-019-2378-5
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
The nutritional value, flavor and stability of soybean oil are determined by its five dominant fatty acids: saturated palmitic and stearic, monounsaturated oleic, and polyunsaturated linoleic and linolenic acids. Identifying molecular markers or quantitative trait loci associated with these components has the potential to facilitate the development of improved varieties and thus improve soybean oil content and quality. In this study, we used the BARCSoySNP6K BeadChip array to conduct a genome analysis of diverse soybean accessions evaluated for 2years under Brazilian field conditions. The results demonstrated high broad-sense heritability, suggesting that the soybean genotype panel could be useful for oil trait breeding programs. Moreover, the range of oil trait variation among the plant introductions (PIs) was superior to that among the Brazilian cultivars in this study, indicating that a PI population could be used to find genes controlling these traits. The genome analysis showed that the genetic structure of the soybean germplasm comprised two main genetic groups, and it revealed linkage disequilibrium decay of approximately 300kb. A total of 19 single-nucleotide polymorphism (SNP) loci on ten different chromosomes significantly associated with palmitic acid, oleic acid and total oil contents were discovered. Analysis of the SNP annotations revealed enzymes associated with several oil-related physiological metabolisms. Loci and specific alleles in our soybean panel that contributed to lower palmitic acid contents and higher oleic acid and total oil contents were identified. Overall, this genome analysis confirmed previous findings and identified SNP markers that may be useful to rapidly improve oil traits in soybean.
引用
收藏
页数:14
相关论文
共 54 条
  • [1] A review of current technology for biodiesel production: State of the art
    Aransiola, E. F.
    Ojumu, T. V.
    Oyekola, O. O.
    Madzimbamuto, T. F.
    Ikhu-Omoregbe, D. I. O.
    [J]. BIOMASS & BIOENERGY, 2014, 61 : 276 - 297
  • [2] TASSEL: software for association mapping of complex traits in diverse samples
    Bradbury, Peter J.
    Zhang, Zhiwu
    Kroon, Dallas E.
    Casstevens, Terry M.
    Ramdoss, Yogesh
    Buckler, Edward S.
    [J]. BIOINFORMATICS, 2007, 23 (19) : 2633 - 2635
  • [3] Identification of Major Quantitative Trait Loci for Seed Oil Content in Soybeans by Combining Linkage and Genome-Wide Association Mapping
    Cao, Yongce
    Li, Shuguang
    Wang, Zili
    Chang, Fangguo
    Kong, Jiejie
    Gai, Junyi
    Zhao, Tuanjie
    [J]. FRONTIERS IN PLANT SCIENCE, 2017, 8
  • [4] Soybean Oil: Genetic Approaches for Modification of Functionality and Total Content
    Clemente, Tom E.
    Cahoon, Edgar B.
    [J]. PLANT PHYSIOLOGY, 2009, 151 (03) : 1030 - 1040
  • [5] Population structure, genetic relatedness and linkage disequilibrium blocks in cultivars of tropical soybean (Glycine max)
    Contreras-Soto, Rodrigo Ivan
    de Oliveira, Marcelo Berwanger
    Costenaro-da-Silva, Danielle
    Scapim, Carlos Alberto
    Schuster, Ivan
    [J]. EUPHYTICA, 2017, 213 (08)
  • [6] Integrating omic approaches for abiotic stress tolerance in soybean
    Deshmukh, Rupesh
    Sonah, Humira
    Patil, Gunvant
    Chen, Wei
    Prince, Silvas
    Mutava, Raymond
    Vuong, Tri
    Valliyodan, Babu
    Nguyen, Henry T.
    [J]. FRONTIERS IN PLANT SCIENCE, 2014, 5
  • [7] RESTRICTION-FRAGMENT-LENGTH-POLYMORPHISM ANALYSIS OF SOYBEAN FATTY-ACID CONTENT
    DIERS, BW
    SHOEMAKER, RC
    [J]. JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY, 1992, 69 (12) : 1242 - 1244
  • [8] STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the Evanno method
    Earl, Dent A.
    vonHoldt, Bridgett M.
    [J]. CONSERVATION GENETICS RESOURCES, 2012, 4 (02) : 359 - 361
  • [9] Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study
    Evanno, G
    Regnaut, S
    Goudet, J
    [J]. MOLECULAR ECOLOGY, 2005, 14 (08) : 2611 - 2620
  • [10] INHERITANCE OF REDUCED PALMITIC ACID CONTENT IN SEED OIL OF SOYBEAN
    FEHR, WR
    WELKE, GA
    HAMMOND, EG
    DUVICK, DN
    CIANZIO, SR
    [J]. CROP SCIENCE, 1991, 31 (01) : 88 - 89