Perng Wei, Rifas-Shiman Sheryl L, McCulloch Scott, Chatzi Leda, Mantzoros Christos, Hivert Marie-France, Oken Emily
Department of Nutritional Sciences, Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, MA, USA.
Metabolism. 2017 Nov;76:11-22. doi: 10.1016/j.metabol.2017.07.001. Epub 2017 Jul 17.
Metabolomics has emerged as a powerful tool to characterize biomarkers and elucidate physiological processes underlying adverse health outcomes. Little is known of these relationships during gestation and infancy, which are critical period for development of metabolic disease risk.
To identify cord blood metabolite patterns associated with birth size; and to investigate relations of the birth size-associated metabolite patterns, and a branched chain amino acid (BCAA) metabolite pattern with a range of newborn and perinatal characteristics.
Using untargeted mass-spectrometry, we quantified metabolites in cord blood of 126 mother-child pairs. After excluding 103 xenobiotics, we used principal components analysis (PCA) to consolidate the remaining 606 metabolites into principal components ("factors"). Next, we identified factors associated with gestational age-and sex-standardized birthweight z-score (BW/GA) and examined associations of the BW/GA-associated pattern(s) and the BCAA pattern with cord blood insulin, leptin, adiponectin, insulin-like growth factor (IGF)-1, IGF-2, and IGF binding protein 3 (IGFBP-3) using multivariable linear regression. Finally, we examined associations of maternal/perinatal characteristics with the cord blood metabolite patterns.
Mean BW/GA z-score was 0.27±0.98 units. About half of the infants were male (52.4%) and white (57.1%). Of the 6 factors identified from PCA, one was associated with higher BW/GA: Factor 5, which comprised metabolites involved in energy production (malate, succinate, fumarate) and nucleotide turnover (inosine 5-monophosphate, adenosine 5-monophosphate, cytidine 5-monophosphate) pathways. In multivariable analysis, Factor 5 was related to higher cord blood leptin (1.64 [95% CI: 0.42, 2.87] ng/mL) and IGF-1 even after adjusting for IGFBP-3 (3.35 [0.25, 6.44] ng/mL). The BCAA pattern was associated with higher BW/GA (0.20 [0.03, 0.36] z-scores) and IGFBP-3 (106.5 [44.7, 168.2] ng/mL). No maternal characteristics were associated with either metabolite pattern; however, infants born via Cesarean delivery exhibited a higher score for Factor 5, and gestation length was inversely associated with the BCAA pattern.
Metabolites in energy production and DNA/RNA turnover pathways in cord blood are associated with larger size at birth, and higher leptin and IGF-1. Similarly, the BCAA pattern was associated with larger birth size and IGFBP-3.
代谢组学已成为一种强大的工具,用于表征生物标志物并阐明不良健康结局背后的生理过程。对于妊娠和婴儿期这些代谢疾病风险发展的关键时期,人们对这些关系知之甚少。
确定与出生体重相关的脐血代谢物模式;并研究与出生体重相关的代谢物模式以及支链氨基酸(BCAA)代谢物模式与一系列新生儿和围产期特征之间的关系。
我们使用非靶向质谱法对126对母婴的脐血中的代谢物进行定量。在排除103种外源性物质后,我们使用主成分分析(PCA)将其余606种代谢物整合为主成分(“因子”)。接下来,我们确定与胎龄和性别标准化出生体重z评分(BW/GA)相关的因子,并使用多变量线性回归研究BW/GA相关模式和BCAA模式与脐血胰岛素、瘦素、脂联素、胰岛素样生长因子(IGF)-1、IGF-2和IGF结合蛋白3(IGFBP-3)之间的关联。最后,我们研究了母亲/围产期特征与脐血代谢物模式之间的关联。
平均BW/GA z评分为0.27±0.98单位。约一半的婴儿为男性(52.4%),白人(57.1%)。从PCA中确定的6个因子中,有一个与较高的BW/GA相关:因子5,它包含参与能量产生(苹果酸、琥珀酸、富马酸)和核苷酸周转(5'-单磷酸肌苷、5'-单磷酸腺苷、5'-单磷酸胞苷)途径中的代谢物。在多变量分析中,即使在调整IGFBP-3后,因子5仍与较高的脐血瘦素(1.64 [95% CI:0.42,2.87] ng/mL)和IGF-1相关(3.35 [0.25,6.44] ng/mL)。BCAA模式与较高的BW/GA(0.2 [0.03,0.36] z评分)和IGFBP-3(106.5 [44.7,168.2] ng/mL)相关联。没有母亲特征与任何一种代谢物模式相关;然而,剖宫产出生的婴儿因子5得分较高,妊娠时长与BCAA模式呈负相关。
脐血中能量产生和DNA/RNA周转途径中的代谢物与出生时较大的体型以及较高的瘦素和IGF-1相关。同样,BCAA模式与较大的出生体型和IGFBP-3相关。