Parent Brodie A, Seaton Max, Sood Ravi F, Gu Haiwei, Djukovic Danijel, Raftery Daniel, O'Keefe Grant E
Harborview Department of Surgery, University of Washington Medical Center, Seattle.
Mitochondria and Metabolism Center, Department of Anesthesiology and Pain Medicine, University of Washington, Seattle.
JAMA Surg. 2016 Jul 20;151(7):e160853. doi: 10.1001/jamasurg.2016.0853.
Metabolomics is the broad and parallel study of metabolites within an organism and provides a contemporaneous snapshot of physiologic state. Use of metabolomics in the clinical setting may help achieve precision medicine for those who have experienced trauma, where diagnosis and treatment are tailored to the individual patient.
To examine whether metabolomics can (1) distinguish healthy volunteers from trauma patients and (2) quantify changes in catabolic metabolites over time after injury.
DESIGN, SETTING, AND PARTICIPANTS: Prospective cohort study with enrollment from September 2014 to May 2015 at an urban, level 1 trauma center. Included in the study were 10 patients with severe blunt trauma admitted within 12 hours of injury with systolic blood pressure less than 90 mm Hg or base deficit greater than 6 mEq/L and 5 healthy volunteers. Plasma samples (n = 35) were obtained on days 1, 3, and 7, and they were analyzed using mass spectrometry.
Principal component analyses, multiple linear regression, and paired t tests were used to select biomarkers of interest. A broad-based metabolite profile comparison between trauma patients and healthy volunteers was performed. Specific biomarkers of interest were oxidative catabolites.
Trauma patients had a median age of 45 years and a median injury severity score of 43 (interquartile range, 34-50). Healthy fasting volunteers had a median age of 33 years. Compared with healthy volunteers, trauma patients showed oxidative stress on day 1: niacinamide concentrations were a mean (interquartile range) of 0.95 (0.30-1.45) relative units for trauma patients vs 1.06 (0.96-1.09) relative units for healthy volunteers (P = .02), biotin concentrations, 0.43 (0.27-0.58) relative units for trauma patients vs 1.21 (0.93-1.56) relative units for healthy volunteers (P = .049); and choline concentrations, 0.17 (0.09-0.22) relative units for trauma patients vs 0.21 (0.18-0.22) relative units for healthy volunteers (P = .004). Trauma patients showed lower nucleotide synthesis on day 1: adenylosuccinate concentrations were 0.08 (0.04-0.12) relative units for trauma patients vs 0.15 (0.14-0.17) relative units for healthy volunteers (P = .02) and cytidine concentrations were 1.44 (0.95-1.73) relative units for trauma patients vs 1.74 (1.62-1.98) relative units for healthy volunteers (P = .05). From trauma day 1 to day 7, trauma patients showed increasing muscle catabolism: serine levels increased from 42.03 (31.20-54.95) µM to 79.37 (50.29-106.37) µM (P = .002), leucine levels increased from 69.21 (48.36-99.89) µM to 114.16 (92.89-143.52) µM (P = .004), isoleucine levels increased from 20.43 (10.92-27.41) µM to 48.72 (36.28-64.84) µM (P < .001), and valine levels increased from 122.56 (95.63-140.61) µM to 190.52 (136.68-226.07) µM (P = .004). There was an incomplete reversal of oxidative stress.
Metabolomics can function as a serial, comprehensive, and potentially personalized tool to characterize metabolism after injury. A targeted metabolomics approach was associated with ongoing oxidative stress, impaired nucleotide synthesis, and initial suppression of protein metabolism followed by increased nitrogen turnover. This technique may provide new therapeutic and nutrition targets in critically injured patients.
代谢组学是对生物体内代谢物进行广泛且并行的研究,并能提供生理状态的即时快照。在临床环境中使用代谢组学可能有助于为经历创伤的患者实现精准医疗,此类患者的诊断和治疗需根据个体情况量身定制。
研究代谢组学能否(1)区分健康志愿者与创伤患者,以及(2)量化损伤后分解代谢代谢物随时间的变化。
设计、地点和参与者:2014年9月至2015年5月在一家城市一级创伤中心进行的前瞻性队列研究。纳入研究的有10例严重钝性创伤患者,他们在受伤后12小时内入院,收缩压低于90mmHg或碱缺失大于6mEq/L,以及5名健康志愿者。在第1天、第3天和第7天采集血浆样本(n = 35),并使用质谱法进行分析。
采用主成分分析、多元线性回归和配对t检验来选择感兴趣的生物标志物。对创伤患者和健康志愿者之间进行了广泛的代谢物谱比较。感兴趣的特定生物标志物为氧化分解代谢物。
创伤患者的中位年龄为45岁,中位损伤严重程度评分为43(四分位间距,34 - 50)。健康空腹志愿者的中位年龄为33岁。与健康志愿者相比,创伤患者在第1天表现出氧化应激:烟酰胺浓度,创伤患者平均(四分位间距)为0.95(0.30 - 1.45)相对单位,而健康志愿者为1.06(0.96 - 1.09)相对单位(P = 0.02);生物素浓度,创伤患者为0.43(0.27 - 0.58)相对单位,健康志愿者为1.21(0.93 - 1.56)相对单位(P = 0.049);胆碱浓度,创伤患者为0.17(0.09 - 0.22)相对单位,健康志愿者为0.21(0.18 - 0.22)相对单位(P = 0.004)。创伤患者在第1天表现出较低的核苷酸合成:琥珀酰腺苷酸浓度,创伤患者为0.08(0.04 - 0.12)相对单位,健康志愿者为0.15(0.14 - 0.17)相对单位(P = 0.02);胞苷浓度,创伤患者为1.44(0.95 - 1.73)相对单位,健康志愿者为1.74(1.62 - 1.98)相对单位(P = 0.05)。从创伤第1天到第7天,创伤患者表现出肌肉分解代谢增加:丝氨酸水平从42.03(31.20 - 54.95)μM增加到79.37(50.29 - 106.37)μM(P = 0.002),亮氨酸水平从69.21(48.36 - 99.89)μM增加到114.16(92.89 - 143.52)μM(P = 0.004),异亮氨酸水平从20.43(10.92 - 27.41)μM增加到48.72(36.28 - 64.84)μM(P < 0.001),缬氨酸水平从122.56(95.63 - 140.61)μM增加到190.52(136.68 - 226.07)μM(P = 0.004)。氧化应激未完全逆转。
代谢组学可作为一种连续、全面且可能个性化的工具来描述损伤后的代谢情况。靶向代谢组学方法与持续的氧化应激、核苷酸合成受损以及蛋白质代谢的初始抑制随后氮周转增加相关。该技术可能为重症创伤患者提供新的治疗和营养靶点。