Brandes Florian, Borrmann Melanie, Buschmann Dominik, Meidert Agnes S, Reithmair Marlene, Langkamp Markus, Pridzun Lutz, Kirchner Benedikt, Billaud Jean-Noël, Amin Nirav M, Pearson Joseph C, Klein Matthias, Hauer Daniela, Gevargez Zoubalan Clarissa, Lindemann Anja, Choukér Alexander, Felbinger Thomas W, Steinlein Ortrud K, Pfaffl Michael W, Kaufmann Ines, Schelling Gustav
Department of Anaesthesiology, University Hospital, Ludwig-Maximilians-University of Munich, Munich, Germany.
Institute of Human Genetics, University Hospital, Ludwig-Maximilians-University, Munich, Germany.
Intensive Care Med Exp. 2021 Sep 3;9(1):43. doi: 10.1186/s40635-021-00406-7.
Progranulin is a widely expressed pleiotropic growth factor with a central regulatory effect during the early immune response in sepsis. Progranulin signaling has not been systematically studied and compared between sepsis, community-acquired pneumonia (CAP), COVID-19 pneumonia and a sterile systemic inflammatory response (SIRS). We delineated molecular networks of progranulin signaling by next-generation sequencing (NGS), determined progranulin plasma concentrations and quantified the diagnostic performance of progranulin to differentiate between the above-mentioned disorders using the established biomarkers procalcitonin (PCT), interleukin-6 (IL-6) and C-reactive protein (CRP) for comparison.
The diagnostic performance of progranulin was operationalized by calculating AUC and ROC statistics for progranulin and established biomarkers in 241 patients with sepsis, 182 patients with SIRS, 53 patients with CAP, 22 patients with COVID-19 pneumonia and 53 healthy volunteers. miRNAs and mRNAs in blood cells from sepsis patients (n = 7) were characterized by NGS and validated by RT-qPCR in an independent cohort (n = 39) to identify canonical gene networks associated with upregulated progranulin at sepsis onset.
Plasma concentrations of progranulin (ELISA) in patients with sepsis were 57.5 (42.8-84.9, Q25-Q75) ng/ml and significantly higher than in CAP (38.0, 33.5-41.0 ng/ml, p < 0.001), SIRS (29.0, 25.0-35.0 ng/ml, p < 0.001) and the healthy state (28.7, 25.5-31.7 ng/ml, p < 0.001). Patients with COVID-19 had significantly higher progranulin concentrations than patients with CAP (67.6, 56.6-96.0 vs. 38.0, 33.5-41.0 ng/ml, p < 0.001). The diagnostic performance of progranulin for the differentiation between sepsis vs. SIRS (n = 423) was comparable to that of procalcitonin. AUC was 0.90 (95% CI = 0.87-0.93) for progranulin and 0.92 (CI = 0.88-0.96, p = 0.323) for procalcitonin. Progranulin showed high discriminative power to differentiate bacterial CAP from COVID-19 (sensitivity 0.91, specificity 0.94, AUC 0.91 (CI = 0.8-1.0) and performed significantly better than PCT, IL-6 and CRP. NGS and partial RT-qPCR confirmation revealed a transcriptomic network of immune cells with upregulated progranulin and sortilin transcripts as well as toll-like-receptor 4 and tumor-protein 53, regulated by miR-16 and others.
Progranulin signaling is elevated during the early antimicrobial response in sepsis and differs significantly between sepsis, CAP, COVID-19 and SIRS. This suggests that progranulin may serve as a novel indicator for the differentiation between these disorders.
Clinicaltrials.gov registration number NCT03280576 Registered November 19, 2015.
颗粒蛋白前体是一种广泛表达的多效生长因子,在脓毒症早期免疫反应中具有核心调节作用。尚未对脓毒症、社区获得性肺炎(CAP)、新型冠状病毒肺炎和无菌性全身炎症反应(SIRS)之间的颗粒蛋白前体信号传导进行系统研究和比较。我们通过下一代测序(NGS)描绘了颗粒蛋白前体信号传导的分子网络,测定了颗粒蛋白前体的血浆浓度,并使用已确立的生物标志物降钙素原(PCT)、白细胞介素-6(IL-6)和C反应蛋白(CRP)进行比较,量化了颗粒蛋白前体区分上述疾病的诊断性能。
通过计算241例脓毒症患者、182例SIRS患者、53例CAP患者、22例新型冠状病毒肺炎患者和53名健康志愿者中颗粒蛋白前体及已确立生物标志物的AUC和ROC统计量,来评估颗粒蛋白前体的诊断性能。通过NGS对脓毒症患者(n = 7)血细胞中的miRNA和mRNA进行特征分析,并在独立队列(n = 39)中通过RT-qPCR进行验证,以识别脓毒症发作时与颗粒蛋白前体上调相关的典型基因网络。
脓毒症患者血浆中颗粒蛋白前体(ELISA法)浓度为57.5(42.8 - 84.9,Q25 - Q75)ng/ml,显著高于CAP患者(38.0,33.5 - 41.0 ng/ml,p < 0.001)、SIRS患者(29.0,25.0 - 35.0 ng/ml,p < 0.001)和健康状态者(28.7,25.5 - 31.7 ng/ml,p < 0.001)。新型冠状病毒肺炎患者的颗粒蛋白前体浓度显著高于CAP患者(67.6,56.6 - 96.0 vs. 38.0,33.5 - 41.0 ng/ml,p < 0.001)。颗粒蛋白前体区分脓毒症与SIRS(n = 423)的诊断性能与降钙素原相当。颗粒蛋白前体的AUC为0.90(95%CI = 0.87 - 0.93),降钙素原的AUC为0.92(CI = 0.88 - 0.96,p = 0.323)。颗粒蛋白前体在区分细菌性CAP与新型冠状病毒肺炎方面显示出高辨别力(敏感性0.91,特异性0.94,AUC 0.91(CI = 0.8 - 1.0),且表现明显优于PCT、IL-6和CRP。NGS和部分RT-qPCR验证揭示了免疫细胞的转录组网络,其中颗粒蛋白前体和sortilin转录本以及Toll样受体4和肿瘤蛋白53上调,受miR-16等调控。
在脓毒症早期抗菌反应期间,颗粒蛋白前体信号传导升高,且在脓毒症、CAP、新型冠状病毒肺炎和SIRS之间存在显著差异。这表明颗粒蛋白前体可能作为区分这些疾病的新型指标。
Clinicaltrials.gov注册号NCT03280576,于2015年11月19日注册。