‡Department of Respiratory Medicine, the Affiliated Beijing Tiantan Hospital of Capital Medical University, Beijing, 100050, China.
§Department of Clinical Biochemistry, Chinese PLA General Hospital, Beijing, 100853, China.
Clin Sci (Lond). 2014 Jun;126(12):857-67. doi: 10.1042/CS20130301.
The goal of the present study was to identify novel protein biomarkers from the target genes of six serum miRNAs that we identified previously in patients with sepsis. The target genes were predicted by bioinformatics analysis; the levels of the respective proteins in the sera of patients with sepsis were detected by ELISA. ACVR2A (activin A receptor, type IIA), FOXO1 (forkhead box O1), IHH (Indian hedgehog), STK4 (serine/threonine kinase 4) and DUSP3 (dual specificity phosphatase 3) were predicted to be the targets of the six miRNAs, and their encoded proteins were used for biomarker identification. Levels of ACVR2A (P<0.01) and FOXO1 (P<0.01) were significantly different among normal controls, patients with sepsis, patients with severe sepsis and patients with septic shock. Furthermore, levels of ACVR2A (P=0.025), FOXO1 (P<0.001), IHH (P=0.001) and STK4 (P=0.001) were differentially expressed in survivors and non-survivors. DUSP3 levels were not significantly different between any groups. Conjoin analysis of the four differentially expressed proteins showed that the area under the curve of the predictive probabilities was 0.875 [95% CI (confidence interval): 0.785-0.965], which was higher than the SOFA (Sequential Organ Failure Assessment) and APACHE II (Acute Physiology and Chronic Health Evaluation II) scores. When the value of predictive probabilities was 0.449, the four proteins yielded a sensitivity of 68% and a specificity of 91%. Dynamic changes in ACVR2A, FOXO1 and IHH levels showed differential expression between survivors and non-survivors at all time points. On the basis of a combined analysis of the four identified proteins, their predictive value of 28-day mortality of patients with sepsis was better than the SOFA or APACHE II scores.
本研究的目的是从我们之前在脓毒症患者中鉴定的六种血清 miRNAs 的靶基因中鉴定新的蛋白质生物标志物。靶基因通过生物信息学分析预测;通过 ELISA 检测脓毒症患者血清中相应蛋白质的水平。ACVR2A(激活素 A 受体,IIA 型)、FOXO1(叉头框 O1)、IHH(印度刺猬)、STK4(丝氨酸/苏氨酸激酶 4)和 DUSP3(双重特异性磷酸酶 3)被预测为这六种 miRNA 的靶基因,其编码的蛋白质用于生物标志物鉴定。ACVR2A(P<0.01)和 FOXO1(P<0.01)在正常对照组、脓毒症患者、严重脓毒症患者和感染性休克患者之间的水平有显著差异。此外,ACVR2A(P=0.025)、FOXO1(P<0.001)、IHH(P=0.001)和 STK4(P=0.001)在幸存者和非幸存者之间的水平有差异。DUSP3 水平在任何组之间均无显著差异。对四种差异表达蛋白的联合分析显示,预测概率的曲线下面积为 0.875 [95%CI(置信区间):0.785-0.965],高于 SOFA(序贯器官衰竭评估)和 APACHE II(急性生理和慢性健康评估 II)评分。当预测概率值为 0.449 时,四种蛋白的敏感性为 68%,特异性为 91%。ACVR2A、FOXO1 和 IHH 水平的动态变化在所有时间点均显示出幸存者和非幸存者之间的差异表达。基于对四种鉴定蛋白的综合分析,其对脓毒症患者 28 天死亡率的预测价值优于 SOFA 或 APACHE II 评分。