SNP discovery and structural insights into OeFAD2 unravelling high oleic/linoleic ratio in olive oil

被引:17
作者
Ben Ayed, Rayda [1 ]
Moreau, Fabienne [2 ]
Ben Hlima, Hajer [3 ]
Rebai, Ahmed [1 ]
Ercisli, Sezai [4 ]
Kadoo, Narendra [5 ,6 ]
Hanana, Mohsen [7 ]
Assouguem, Amine [8 ]
Ullah, Riaz [9 ]
Ali, Essam A. [10 ]
机构
[1] Ctr Biotechnol Sfax, Lab Mol & Cellular Screening Proc, Genom & Bioinformat Grp, PB 1177, Sfax 3018, Tunisia
[2] Inst Natl Rech Agron INRA, 2 Pl Pierre Viala, F-34000 Montpellier, France
[3] Univ Sfax, Lab Genie Enzymat & Microbiol, Ecole Natl Ingn Sfax, Equipe Biotechnol Algues, Sfax 3038, Tunisia
[4] Ataturk Univ, Fac Agr, Dept Hort, TR-25240 Erzurum, Turkey
[5] CSIR Natl Chem Lab, Dr Homi Bhabha Rd, Pune 411008, Maharashtra, India
[6] Acad Sci & Innovat Res AcSIR, Ghaziabad 201002, India
[7] Biotechnol Ctr Borj Cedria, Lab Extremophile Plants, BP 901, Hammam Lif 2050, Tunisia
[8] Sidi Mohamed Ben Abdellah Univ, Fac Sci & Technol, Lab Funct Ecol & Environm, Imouzzer St,POB 2202, Fes, Morocco
[9] King Saud Univ, Coll Pharm, Dept Pharmacognosy, Riyadh 11451, Saudi Arabia
[10] King Saud Univ, Coll Pharm, Dept Pharmaceut Chem, Riyadh 11451, Saudi Arabia
关键词
Fatty acid desaturase; Machine learning; Haplotype; Protein structure; Docking; Oleic/linoleic acid ratio; CLUSTAL-W; GENE; CLASSIFICATION; DNA;
D O I
10.1016/j.csbj.2022.02.028
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Fatty Acid Desaturase 2 (FAD2), a key enzyme in the fatty acid biosynthesis pathway, is involved in the desaturation and conversion of oleic acid to linoleic acid. Therefore, it plays a crucial role in oleic/linoleic acid ratio and the quality of olive oil. DNA sequencing of 19 FAD2 genes from a set of olive oil varieties revealed several single-nucleotide polymorphisms (SNPs) and highlighted associations between some of the SNPs and saturated fatty acids contents. This was further confirmed by SNP-interaction and machine learning approach. Haplotype diversity analysis led to the discovery of three highly polymorphic SNPs and four haplotypes harboring differential oleic/linoleic acid ratios. Moreover, a combination of molecular modeling and docking experiments allowed a deeper and better understanding of the structure-function relationship of the FAD2 enzyme. Sequence patterns and variations involved in the regulation of the FAD2 activity were also identified. Furthermore, S82C and H213N substitutions in OeFAD2 make the Oueslati variety more interesting in terms of fatty acid profile and oleic acid level. (C) 2022 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology.
引用
收藏
页码:1229 / 1243
页数:15
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