Puskarich Michael A, Finkel Michael A, Karnovsky Alla, Jones Alan E, Trexel Julie, Harris Brooke N, Stringer Kathleen A
1 Department of Emergency Medicine, University of Mississippi Medical Center, Jackson, Mississippi.
Ann Am Thorac Soc. 2015 Jan;12(1):46-56. doi: 10.1513/AnnalsATS.201409-415OC.
Sepsis therapeutics have a poor history of success in clinical trials, due in part to the heterogeneity of enrolled patients. Pharmacometabolomics could differentiate drug response phenotypes and permit a precision medicine approach to sepsis.
To use existing serum samples from the phase 1 clinical trial of l-carnitine treatment for severe sepsis to metabolically phenotype l-carnitine responders and nonresponders.
Serum samples collected before (T0) and after completion of the infusion (T24, T48) from patients randomized to either l-carnitine (12 g) or placebo for the treatment of vasopressor-dependent septic shock were assayed by untargeted (1)H-nuclear magnetic resonance metabolomics. The normalized, quantified metabolite data sets of l-carnitine- and placebo-treated patients at each time point were compared by analysis of variance with post-hoc testing for multiple comparisons. Pathway analysis was performed to statistically rank metabolic networks.
Thirty-eight metabolites were identified in all samples. Concentrations of 3-hydroxybutyrate, acetoacetate, and 3-hydroxyisovalerate were different at T0 and over time in l-carnitine-treated survivors versus nonsurvivors. Pathway analysis of pretreatment metabolites revealed that synthesis and degradation of ketone bodies had the greatest impact in differentiating l-carnitine treatment response. Analysis of all patients based on pretreatment 3-hydroxybutyrate concentration yielded distinct phenotypes. Using the T0 median 3-hydroxybutyrate level (153 μM), patients were categorized as either high or low ketone. l-Carnitine-treated low-ketone patients had greater use of carnitine as evidenced by lower post-treatment l-carnitine levels. The l-carnitine responders also had faster resolution of vasopressor requirement and a trend toward a greater improvement in mortality at 1 year (P = 0.038) compared with patients with higher 3-hydroxybutyrate.
The results of this preliminary study, which were not readily apparent from the parent clinical trial, show a unique metabolite profile of l-carnitine responders and introduce pharmacometabolomics as a viable strategy for informing l-carnitine responsiveness. The approach taken in this study represents a concrete example for the application of precision medicine to sepsis therapeutics that warrants further study.
脓毒症治疗在临床试验中的成功记录不佳,部分原因在于入组患者的异质性。药物代谢组学可以区分药物反应表型,并允许采用精准医学方法治疗脓毒症。
利用左旋肉碱治疗严重脓毒症1期临床试验中的现有血清样本,对左旋肉碱反应者和无反应者进行代谢表型分析。
对随机接受左旋肉碱(12 g)或安慰剂治疗血管升压药依赖性感染性休克的患者,在输注前(T0)和输注结束后(T24、T48)采集的血清样本进行非靶向氢核磁共振代谢组学分析。通过方差分析和事后多重比较检验,比较每个时间点左旋肉碱治疗组和安慰剂治疗组患者标准化、定量的代谢物数据集。进行通路分析以对代谢网络进行统计排序。
在所有样本中鉴定出38种代谢物。在T0时以及随着时间推移,左旋肉碱治疗的存活者与非存活者相比,3-羟基丁酸、乙酰乙酸和3-羟基异戊酸的浓度有所不同。治疗前代谢物的通路分析显示,酮体的合成和降解对区分左旋肉碱治疗反应的影响最大。根据治疗前3-羟基丁酸浓度对所有患者进行分析,得出了不同的表型。以T0时3-羟基丁酸的中位数水平(153 μM)为标准,患者被分为高酮体或低酮体。左旋肉碱治疗的低酮体患者对肉碱的利用率更高,治疗后左旋肉碱水平较低证明了这一点。与3-羟基丁酸水平较高的患者相比,左旋肉碱反应者血管升压药需求的缓解也更快,且1年时死亡率有改善趋势(P = 0.038)。
这项初步研究的结果在原临床试验中并不明显,显示了左旋肉碱反应者独特的代谢物谱,并引入药物代谢组学作为了解左旋肉碱反应性的可行策略。本研究采用的方法是精准医学应用于脓毒症治疗的一个具体例子,值得进一步研究。