Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark.
Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
Crit Care. 2018 Dec 29;22(1):360. doi: 10.1186/s13054-018-2275-7.
Cell-free plasma mitochondrial DNA (mtDNA) levels are associated with endothelial dysfunction and differential outcomes in critical illness. A substantial alteration in metabolic homeostasis is commonly observed in severe critical illness. We hypothesized that metabolic profiles significantly differ between critically ill patients relative to their level of plasma mtDNA.
We performed a metabolomic study with biorepository plasma samples collected from 73 adults with systemic inflammatory response syndrome or sepsis at a single academic medical center. Patients were treated in a 20-bed medical ICU between 2008 and 2010. To identify key metabolites and metabolic pathways related to plasma NADH dehydrogenase 1 (ND1) mtDNA levels in critical illness, we first generated metabolomic data using gas and liquid chromatography-mass spectroscopy. We performed fold change analysis and volcano plot visualization based on false discovery rate-adjusted p values to evaluate the distribution of individual metabolite concentrations relative to ND1 mtDNA levels. We followed this by performing orthogonal partial least squares discriminant analysis to identify individual metabolites that discriminated ND1 mtDNA groups. We then interrogated the entire metabolomic profile using pathway overrepresentation analysis to identify groups of metabolite pathways that were different relative to ND1 mtDNA levels.
Metabolomic profiles significantly differed in critically ill patients with ND1 mtDNA levels ≥ 3200 copies/μl plasma relative to those with an ND1 mtDNA level < 3200 copies/μl plasma. Several analytical strategies showed that patients with ND1 mtDNA levels ≥ 3200 copies/μl plasma had significant decreases in glycerophosphocholines and increases in short-chain acylcarnitines.
Differential metabolic profiles during critical illness are associated with cell-free plasma ND1 mtDNA levels that are indicative of cell damage. Elevated plasma ND1 mtDNA levels are associated with decreases in glycerophosphocholines and increases in short-chain acylcarnitines that reflect phospholipid metabolism dysregulation and decreased mitochondrial function, respectively.
无细胞血浆线粒体 DNA(mtDNA)水平与内皮功能障碍和危重病的不同结局相关。严重危重病中通常观察到代谢稳态的实质性改变。我们假设,相对于其血浆 mtDNA 水平,代谢谱在危重病患者之间存在显著差异。
我们对来自单个学术医疗中心的 73 名患有全身炎症反应综合征或败血症的成年人的生物库血浆样本进行了代谢组学研究。这些患者于 2008 年至 2010 年在一个 20 张床的医疗重症监护病房接受治疗。为了确定与危重病中 NADH 脱氢酶 1(ND1)mtDNA 水平相关的关键代谢物和代谢途径,我们首先使用气相和液相色谱-质谱法生成代谢组学数据。我们根据错误发现率调整的 p 值进行了折叠变化分析和火山图可视化,以评估单个代谢物浓度相对于 ND1 mtDNA 水平的分布。然后,我们通过正交偏最小二乘判别分析来识别可区分 ND1 mtDNA 组的单个代谢物。然后,我们使用途径过表达分析来查询整个代谢组学图谱,以确定与 ND1 mtDNA 水平不同的代谢物途径组。
ND1 mtDNA 水平≥3200 拷贝/μl 血浆的危重病患者的代谢组学谱显著不同,而 ND1 mtDNA 水平<3200 拷贝/μl 血浆的患者则不同。几种分析策略表明,ND1 mtDNA 水平≥3200 拷贝/μl 血浆的患者甘油磷脂胆碱显著减少,短链酰基辅酶 A 增加。
危重病期间的差异代谢谱与细胞外血浆 ND1 mtDNA 水平相关,该水平表明细胞损伤。升高的血浆 ND1 mtDNA 水平与甘油磷脂胆碱减少和短链酰基辅酶 A 增加相关,分别反映磷脂代谢失调和线粒体功能降低。