Li Xue, Gao Yujie, Liu Jun, Xujian Qing, Luo Qing, Huang Zikun, Li Junming
Department of Clinical Laboratory, The First Affiliated Hospital of Nanchang University; Institute of Infection and Immunity, Nanchang University, Nanchang, Jiangxi 330006, China.
ACS Omega. 2022 Jul 6;7(28):24174-24183. doi: 10.1021/acsomega.2c00837. eCollection 2022 Jul 19.
This study aimed to identify secreted protein biomarkers in serum from the label-free LC/MS proteomics of neutrophils in pulmonary tuberculosis (TB) patients for the diagnosis biomarkers of TB label-free LC/MS. The proteomic profiles of neutrophils from 15 active TB patients and 15 healthy controls (HCs) were analyzed using label-free LC/MS. We identified 358 differentially expressed proteins preliminarily, including 279 up-regulated proteins and 79 down-regulated proteins. Thirty-eight differentially expressed secreted proteins involved in the progress of platelet degranulation between TB patients and HCs were focused. Of these, serotransferrin (TRF), alpha-2-macroglobulin (AMG), alpha-1-antitrypsin (AAT), alpha-1-acid glycoprotein 1 (AAG), alpha-1-acid glycoprotein 2 (AGP2), and alpha-1B-glycoprotein (A1BG) were selected for further verification in the serum of additional 134 TB patients and 138 HCs by nephelometry and ELISA in the training set. Statistically significant differences of TRF ( < 0.0001), AAT ( < 0.0001), AAG ( < 0.0001), AGP2 ( < 0.0001), and A1BG ( = 0.0003) were observed. The serum concentration of TRF was down-regulated in TB patients compared with healthy controls, which was coincident with the proteomics results. An additional validation of TRF was performed in an independent cohort of patients with active TB ( = 46), patients with lung cancer ( = 37), 20 HCs, and patients with pneumonia ( = 35) in the test set by nephelometry. The serum expression levels of TRF in the TB patients showed lower levels compared with those in patients with pneumonia ( = 0.0125), lung cancer ( = 0.0005), HCs ( < 0.0001), and the non-TB controls ( < 0.0001). Furthermore, the AUC value of TRF was 0.647 with 90.22% sensitivity and 42.86% specificity in discriminating the TB group from the pneumonia group, 0.702 with 93.48% sensitivity and 47.16% specificity in discriminating the TB group from the lung cancer group, 0.894 with 91.30% sensitivity and 71.62% specificity in discriminating the TB group from all HCs, and 0.792 with 91.30% sensitivity and 58.90% specificity in discriminating the TB group from the non-TB controls. This study obtained the proteomic profiles of neutrophils in the TB patients and HCs, which contribute to a better understanding of the pathogenesis molecules existing in the neutrophils of pulmonary tuberculosis and provide candidate biomarkers for the diagnosis of pulmonary tuberculosis.
本研究旨在通过对肺结核(TB)患者中性粒细胞的无标记液相色谱/质谱蛋白质组学分析,鉴定血清中分泌的蛋白质生物标志物,以寻找用于肺结核诊断的无标记液相色谱/质谱生物标志物。使用无标记液相色谱/质谱分析了15例活动性肺结核患者和15例健康对照(HCs)中性粒细胞的蛋白质组图谱。我们初步鉴定出358种差异表达蛋白,其中包括279种上调蛋白和79种下调蛋白。重点关注了38种参与TB患者和HCs之间血小板脱颗粒过程的差异表达分泌蛋白。其中,选择转铁蛋白(TRF)、α-2-巨球蛋白(AMG)、α-1-抗胰蛋白酶(AAT)、α-1-酸性糖蛋白1(AAG)、α-1-酸性糖蛋白2(AGP2)和α-1B-糖蛋白(A1BG),通过比浊法和酶联免疫吸附测定(ELISA)在训练集中对另外134例TB患者和138例HCs的血清进行进一步验证。观察到TRF(<0.0001)、AAT(<0.0001)、AAG(<0.0001)、AGP2(<0.0001)和A1BG(=0.0003)有统计学显著差异。与健康对照相比,TB患者血清中TRF浓度下调,这与蛋白质组学结果一致。在测试集中,通过比浊法对另一组独立的活动性肺结核患者(n = 46)、肺癌患者(n = 37)、20例HCs和肺炎患者(n = 35)进行了TRF的额外验证。TB患者血清中TRF的表达水平低于肺炎患者(P = 0.0125)、肺癌患者(P = 0.0005)、HCs(<0.0001)和非TB对照(<0.0001)。此外,TRF在区分TB组与肺炎组时的曲线下面积(AUC)值为0.647,灵敏度为90.22%,特异性为42.86%;在区分TB组与肺癌组时,AUC值为0.702,灵敏度为93.48%,特异性为47.16%;在区分TB组与所有HCs时,AUC值为0.894,灵敏度为91.30%,特异性为71.62%;在区分TB组与非TB对照时,AUC值为0.792,灵敏度为91.30%,特异性为58.90%。本研究获得了TB患者和HCs中性粒细胞的蛋白质组图谱,有助于更好地理解肺结核中性粒细胞中存在的致病分子,并为肺结核的诊断提供候选生物标志物。