Sibomana Isaie, Foose Daniel P, Raymer Michael L, Reo Nicholas V, Karl J Philip, Berryman Claire E, Young Andrew J, Pasiakos Stefan M, Mauzy Camilla A
Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, United States.
Air Force Research Laboratory, 711th Human Performance Wing, Wright-Patterson AFB, Dayton, OH, United States.
Front Physiol. 2021 Sep 13;12:709804. doi: 10.3389/fphys.2021.709804. eCollection 2021.
Individuals sojourning at high altitude (≥2,500m) often develop acute mountain sickness (AMS). However, substantial unexplained inter-individual variability in AMS severity exists. Untargeted metabolomics assays are increasingly used to identify novel biomarkers of susceptibility to illness, and to elucidate biological pathways linking environmental exposures to health outcomes. This study used untargeted nuclear magnetic resonance (NMR)-based metabolomics to identify urine metabolites associated with AMS severity during high altitude sojourn. Following a 21-day stay at sea level (SL; 55m), 17 healthy males were transported to high altitude (HA; 4,300m) for a 22-day sojourn. AMS symptoms measured twice daily during the first 5days at HA were used to dichotomize participants according to AMS severity: moderate/severe AMS (AMS; =11) or no/mild AMS (NoAMS; =6). Urine samples collected on SL day 12 and HA days 1 and 18 were analyzed using proton NMR tools and the data were subjected to multivariate analyses. The SL urinary metabolite profiles were significantly different (≤0.05) between AMS vs. NoAMS individuals prior to high altitude exposure. Differentially expressed metabolites included elevated levels of creatine and acetylcarnitine, and decreased levels of hypoxanthine and taurine in the AMS vs. NoAMS group. In addition, the levels of two amino acid derivatives (4-hydroxyphenylpyruvate and N-methylhistidine) and two unidentified metabolites (doublet peaks at 3.33ppm and a singlet at 8.20ppm) were significantly different between groups at SL. By HA day 18, the differences in urinary metabolites between AMS and NoAMS participants had largely resolved. Pathway analysis of these differentially expressed metabolites indicated that they directly or indirectly play a role in energy metabolism. These observations suggest that alterations in energy metabolism before high altitude exposure may contribute to AMS susceptibility at altitude. If validated in larger cohorts, these markers could inform development of a non-invasive assay to screen individuals for AMS susceptibility prior to high altitude sojourn.
在高海拔地区(≥2500米)旅居的人常常会患上急性高原病(AMS)。然而,AMS严重程度存在着大量无法解释的个体差异。非靶向代谢组学分析越来越多地用于识别疾病易感性的新型生物标志物,并阐明将环境暴露与健康结果联系起来的生物学途径。本研究使用基于非靶向核磁共振(NMR)的代谢组学来识别与高海拔旅居期间AMS严重程度相关的尿液代谢物。在海平面(SL;55米)停留21天后,17名健康男性被转运至高海拔地区(HA;4300米)进行为期22天的旅居。在HA的前5天每天测量两次AMS症状,根据AMS严重程度将参与者分为两组:中度/重度AMS(AMS;=11)或无/轻度AMS(NoAMS;=6)。使用质子NMR工具分析在SL第12天、HA第1天和第18天收集的尿液样本,并对数据进行多变量分析。在高海拔暴露之前,AMS个体与NoAMS个体之间的SL尿液代谢物谱存在显著差异(≤0.05)。差异表达的代谢物包括:与NoAMS组相比,AMS组中肌酸和乙酰肉碱水平升高,次黄嘌呤和牛磺酸水平降低。此外,两种氨基酸衍生物(4-羟基苯丙酮酸和N-甲基组氨酸)以及两种未鉴定的代谢物(3.33ppm处的双峰和8.20ppm处的单峰)在SL时两组之间存在显著差异。到HA第18天,AMS和NoAMS参与者之间尿液代谢物的差异已基本消除。对这些差异表达的代谢物进行通路分析表明,它们直接或间接在能量代谢中起作用。这些观察结果表明,高海拔暴露前能量代谢的改变可能导致在高海拔地区对AMS的易感性。如果在更大的队列中得到验证,这些标志物可为开发一种非侵入性检测方法提供信息,以便在高海拔旅居前筛选个体对AMS的易感性。