Michael E. DeBakey Department of Surgery, Division of Abdominal Transplantation, Baylor College of Medicine, Houston, Texas; Department of Medicine, Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, Texas.
Department of Medicine, Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, Texas; Department of Pediatrics, Division of Gastroenterology, Nutrition and Hepatology, Baylor College of Medicine, Houston, Texas.
Transl Res. 2018 May;195:25-47. doi: 10.1016/j.trsl.2017.12.002. Epub 2017 Dec 12.
The application of nontargeted metabolomic profiling has recently become a powerful noninvasive tool to discover new clinical biomarkers. This study aimed to identify metabolic pathways that could be exploited for prognostic and therapeutic purposes in hepatorenal dysfunction in cirrhosis. One hundred three subjects with cirrhosis had glomerular filtration rate (GFR) measured using iothalamate plasma clearance, and were followed until death, transplantation, or the last encounter. Concomitantly, plasma metabolomic profiling was performed using ultrahigh performance liquid chromatography-tandem mass spectrometry to identify preliminary metabolomic biomarker candidates. Among the 1028 metabolites identified, 34 were significantly increased in subjects with high liver and kidney disease severity compared with those with low liver and kidney disease severity. The highest average fold-change (2.39) was for 4-acetamidobutanoate. Metabolite-based enriched pathways were significantly associated with the identified metabolomic signature (P values ranged from 2.07E-06 to 0.02919). Ascorbate and aldarate metabolism, methylation, and glucuronidation were among the most significant protein-based enriched pathways associated with this metabolomic signature (P values ranged from 1.09E-18 to 7.61E-05). Erythronate had the highest association with measured GFR (R-square = 0.571, P <0.0001). Erythronate (R = 0.594, P <0.0001) and N6-carbamoylthreonyladenosine (R = 0.591, P <0.0001) showed stronger associations with measured GFR compared with creatinine (R = 0.588, P <0.0001) even after controlling for age, gender, and race. The 5 most significant metabolites that predicted mortality independent of kidney disease and demographics were S-adenosylhomocysteine (P = 0.0003), glucuronate (P = 0.0006), trans-aconitate (P = 0.0018), 3-ureidopropionate (P = 0.0021), and 3-(4-hydroxyphenyl)lactate (P = 0.0047). A unique metabolomic signature associated with hepatorenal dysfunction in cirrhosis was identified for further investigations that provide potentially important mechanistic insights into cirrhosis-altered metabolism.
应用非靶向代谢组学分析已成为发现新的临床生物标志物的强大非侵入性工具。本研究旨在确定代谢途径,以便在肝硬化肝肾功能障碍中进行预后和治疗。103 例肝硬化患者使用碘酞酸盐血浆清除率测量肾小球滤过率(GFR),并随访至死亡、移植或最后一次就诊。同时,使用超高效液相色谱-串联质谱法进行血浆代谢组学分析,以鉴定初步代谢组学生物标志物候选物。在鉴定的 1028 种代谢物中,34 种代谢物在肝肾功能严重程度较高的患者中明显高于肝肾功能严重程度较低的患者。平均折叠变化最高(2.39)为 4-乙酰氨基丁酸。基于代谢物的富集途径与鉴定的代谢组学特征显著相关(P 值范围为 2.07E-06 至 0.02919)。抗坏血酸和醛酸盐代谢、甲基化和葡萄糖醛酸化是与该代谢组学特征最显著相关的基于蛋白质的富集途径(P 值范围为 1.09E-18 至 7.61E-05)。赤藓糖酸盐与测定的 GFR 具有最高的相关性(R-square=0.571,P<0.0001)。赤藓糖酸盐(R=0.594,P<0.0001)和 N6-碳氨酰基胸苷腺苷(R=0.591,P<0.0001)与测定的 GFR 的相关性强于肌酸酐(R=0.588,P<0.0001),即使在控制年龄、性别和种族后也是如此。5 种与肾脏疾病和人口统计学无关的独立预测死亡率的最重要代谢物为 S-腺苷同型半胱氨酸(P=0.0003)、葡糖醛酸盐(P=0.0006)、反丁烯二酸(P=0.0018)、3-脲基丙酸(P=0.0021)和 3-(4-羟基苯基)-乳酸(P=0.0047)。鉴定出与肝硬化肝肾功能障碍相关的独特代谢组学特征,进一步研究为肝硬化代谢改变提供了潜在的重要机制见解。