Hagenbeek Fiona A, van Dongen Jenny, Pool René, Harms Amy C, Roetman Peter J, Fanos Vassilios, van Keulen Britt J, Walker Brian R, Karu Naama, Hulshoff Pol Hilleke E, Rotteveel Joost, Finken Martijn J J, Vermeiren Robert R J M, Kluft Cornelis, Bartels Meike, Hankemeier Thomas, Boomsma Dorret I
Department of Biological Psychology, Vrije Universiteit Amsterdam, 1081 BT Amsterdam, The Netherlands.
Amsterdam Public Health Research Institute, 1081 BT Amsterdam, The Netherlands.
Metabolites. 2022 May 24;12(6):474. doi: 10.3390/metabo12060474.
Variation in metabolite levels reflects individual differences in genetic and environmental factors. Here, we investigated the role of these factors in urinary metabolomics data in children. We examined the effects of sex and age on 86 metabolites, as measured on three metabolomics platforms that target amines, organic acids, and steroid hormones. Next, we estimated their heritability in a twin cohort of 1300 twins (age range: 5.7-12.9 years). We observed associations between age and 50 metabolites and between sex and 21 metabolites. The monozygotic (MZ) and dizygotic (DZ) correlations for the urinary metabolites indicated a role for non-additive genetic factors for 50 amines, 13 organic acids, and 6 steroids. The average broad-sense heritability for these amines, organic acids, and steroids was 0.49 (range: 0.25-0.64), 0.50 (range: 0.33-0.62), and 0.64 (range: 0.43-0.81), respectively. For 6 amines, 7 organic acids, and 4 steroids the twin correlations indicated a role for shared environmental factors and the average narrow-sense heritability was 0.50 (range: 0.37-0.68), 0.50 (range; 0.23-0.61), and 0.47 (range: 0.32-0.70) for these amines, organic acids, and steroids. We conclude that urinary metabolites in children have substantial heritability, with similar estimates for amines and organic acids, and higher estimates for steroid hormones.
代谢物水平的变化反映了遗传和环境因素的个体差异。在此,我们研究了这些因素在儿童尿液代谢组学数据中的作用。我们在针对胺类、有机酸和类固醇激素的三个代谢组学平台上,检测了性别和年龄对86种代谢物的影响。接下来,我们在一个由1300对双胞胎组成的队列(年龄范围:5.7 - 12.9岁)中估计了它们的遗传力。我们观察到年龄与50种代谢物以及性别与21种代谢物之间存在关联。尿液代谢物的同卵双胞胎(MZ)和异卵双胞胎(DZ)相关性表明,50种胺类、13种有机酸和6种类固醇存在非加性遗传因素的作用。这些胺类、有机酸和类固醇的平均广义遗传力分别为0.49(范围:0.25 - 0.64)、0.50(范围:0.33 - 0.62)和0.64(范围:0.43 - 0.81)。对于6种胺类、7种有机酸和4种类固醇,双胞胎相关性表明存在共同环境因素的作用,这些胺类、有机酸和类固醇的平均狭义遗传力分别为0.50(范围:0.37 - 0.68)、0.