Department of Computer Languages and Systems, Universitat Jaume I, 12071 Castellón, Spain.
CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain.
Nutrients. 2020 Jan 24;12(2):310. doi: 10.3390/nu12020310.
Many early studies presented beneficial effects of polyunsaturated fatty acids (PUFA) on cardiovascular risk factors and disease. However, results from recent meta-analyses indicate that this effect would be very low or nil. One of the factors that may contribute to the inconsistency of the results is that, in most studies, genetic factors have not been taken into consideration. It is known that fatty acid desaturase ( gene cluster in chromosome 11 is a very important determinant of plasma PUFA, and that the prevalence of the single nucleotide polymorphisms (SNPs) varies greatly between populations and may constitute a bias in meta-analyses. Previous genome-wide association studies (GWAS) have been carried out in other populations and none of them have investigated sex and Mediterranean dietary pattern interactions at the genome-wide level. Our aims were to undertake a GWAS to discover the genes most associated with serum PUFA concentrations (omega-3, omega-6, and some fatty acids) in a scarcely studied Mediterranean population with metabolic syndrome, and to explore sex and adherence to Mediterranean diet (MedDiet) interactions at the genome-wide level. Serum PUFA were determined by NMR spectroscopy. We found strong robust associations between various SNPs in the cluster and omega-3 concentrations (top-ranked in the adjusted model: -rs174547, = 3.34 × 10; -rs174550, = 5.35 × 10; -rs1535, = 5.85 × 10; -rs174546, = 6.72 × 10; -rs174546, = 9.75 × 10; - rs174576, = 1.17 × 10; -rs174577, = 1.12 × 10, among others). We also detected a genome-wide significant association with other genes in chromosome 11: (myelin regulatory factor)-rs174535, = 1.49 × 10; (transmembrane protein 258)-rs102275, = 2.43 × 10; (flap structure-specific endonuclease 1)-rs174538, = 1.96 × 10). Similar genome-wide statistically significant results were found for docosahexaenoic fatty acid (DHA). However, no such associations were detected for omega-6 PUFAs or linoleic acid (LA). For total PUFA, we observed a consistent gene*sex interaction with the (deoxynucleotidyl transferase terminal interacting protein 2)-rs3747965 = 1.36 × 10. For adherence to MedDiet, we obtained a relevant interaction with the (malic enzyme 1) gene (a gene strongly regulated by fat) in determining serum omega-3. The top-ranked SNP for this interaction was -rs3798890 ( = 2.15 × 10). In the regional-wide association study, specifically focused on the and (fatty acid elongase) 2/ 5 regions, we detected several statistically significant associations at < 0.05. In conclusion, our results confirm a robust role of the cluster on serum PUFA in this population, but the associations vary depending on the PUFA. Moreover, the detection of some sex and diet interactions underlines the need for these associations/interactions to be studied in all specific populations so as to better understand the complex metabolism of PUFA.
许多早期的研究表明多不饱和脂肪酸(PUFA)对心血管危险因素和疾病有有益的影响。然而,最近的荟萃分析结果表明,这种效果非常低或不存在。导致结果不一致的因素之一是,在大多数研究中,遗传因素没有被考虑在内。众所周知,脂肪酸去饱和酶(基因簇位于 11 号染色体上)是决定血浆 PUFA 的一个非常重要的决定因素,单核苷酸多态性(SNP)的流行率在不同人群中差异很大,并且可能在荟萃分析中构成偏倚。以前的全基因组关联研究(GWAS)已经在其他人群中进行,但没有一个研究在全基因组水平上研究性别和地中海饮食模式的相互作用。我们的目的是进行 GWAS,以发现与代谢综合征的地中海人群的血清 PUFA 浓度(ω-3、ω-6 和一些脂肪酸)最相关的基因,并探索性别和地中海饮食(MedDiet)在全基因组水平上的相互作用。通过 NMR 光谱法测定血清 PUFA。我们发现,在 11 号染色体上的簇中的各种 SNP 与 ω-3 浓度之间存在很强的稳健关联(调整模型中排名最高的 SNP:-rs174547, = 3.34×10;-rs174550, = 5.35×10;-rs1535, = 5.85×10;-rs174546, = 6.72×10;-rs174546, = 9.75×10;-rs174576, = 1.17×10;-rs174577, = 1.12×10,等等)。我们还在 11 号染色体上发现了其他基因的全基因组显著关联:(髓鞘调节因子)-rs174535, = 1.49×10;(跨膜蛋白 258)-rs102275, = 2.43×10;(翼状结构特异性内切酶 1)-rs174538, = 1.96×10)。对于二十二碳六烯酸(DHA)也发现了类似的全基因组统计学显著结果。然而,对于 ω-6 PUFA 或亚油酸(LA)没有发现这种关联。对于总 PUFA,我们观察到与 (脱氧核苷酸转移酶末端相互作用蛋白 2)-rs3747965 的一致的基因*性别相互作用( = 1.36×10)。对于 MedDiet 的依从性,我们在确定血清 ω-3 时获得了与 (苹果酸酶 1)基因(受脂肪强烈调节的基因)的相关相互作用。这种相互作用的排名最高的 SNP 是 -rs3798890( = 2.15×10)。在区域全基因组关联研究中,特别是针对 和 (脂肪酸延长酶)2/5 区域,我们在 < 0.05 时检测到几个统计学上显著的关联。总之,我们的结果证实了 11 号染色体簇在该人群中的血清 PUFA 中具有稳健的作用,但关联因 PUFA 而异。此外,一些性别和饮食相互作用的检测强调需要在所有特定人群中研究这些关联/相互作用,以便更好地了解 PUFA 的复杂代谢。