Hartvigsson Olle, Barman Malin, Savolainen Otto, Ross Alastair B, Sandin Anna, Jacobsson Bo, Wold Agnes E, Sandberg Ann-Sofie, Brunius Carl
Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, 412 96 Göteborg, Sweden.
Institute of Environmental Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden.
Metabolites. 2022 Feb 13;12(2):175. doi: 10.3390/metabo12020175.
Umbilical cord blood is frequently used in health monitoring of the neonate. Results may be affected by the proportion of arterial and venous cord blood, the venous blood coming from the mother to supply oxygen and nutrients to the infant, and the arterial carrying waste products from the fetus. Here, we sampled arterial and venous umbilical cords separately from 48 newly delivered infants and examined plasma metabolomes using GC-MS/MS metabolomics. We investigated differences in metabolomes between arterial and venous blood and their associations with gestational length, birth weight, sex, and whether the baby was the first born or not, as well as maternal age and BMI. Using multilevel random forest analysis, a classification rate of 79% was achieved for arteriovenous differences ( = 0.004). Several monosaccharides had higher concentrations in the arterial cord plasma while amino acids were higher in venous plasma, suggesting that the main differences in the measured arterial and venous plasma metabolomes are related to amino acid and energy metabolism. Venous cord plasma metabolites related to energy metabolism were positively associated with parity (77% classification rate, = 0.004) while arterial cord plasma metabolites were not. This underlines the importance of defining cord blood type for metabolomic studies.
脐带血常用于新生儿的健康监测。结果可能会受到动脉血和静脉血在脐带血中所占比例的影响,静脉血来自母亲,为婴儿提供氧气和营养物质,而动脉血则携带胎儿产生的废物。在此,我们从48名新出生婴儿中分别采集了动脉和静脉脐带血样本,并使用气相色谱-质谱/质谱代谢组学技术检测了血浆代谢组。我们研究了动脉血和静脉血代谢组之间的差异,以及它们与孕周、出生体重、性别、婴儿是否为头胎,以及母亲年龄和体重指数的关联。使用多级随机森林分析,动脉-静脉差异的分类率达到了79%(P = 0.004)。几种单糖在动脉脐带血浆中的浓度较高,而氨基酸在静脉血浆中的浓度较高,这表明所检测的动脉和静脉血浆代谢组的主要差异与氨基酸和能量代谢有关。与能量代谢相关的静脉脐带血浆代谢物与产次呈正相关(分类率77%,P = 0.004),而动脉脐带血浆代谢物则不然。这突出了在代谢组学研究中确定脐带血类型的重要性。