School of Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, Tianjin, China.
Department of Clinical Laboratory, Tianjin Haihe Hospital, Tianjin, China.
J Infect Dis. 2023 Nov 2;228(9):1154-1165. doi: 10.1093/infdis/jiad175.
Pulmonary tuberculosis (PTB) and lung cancer (LC) have similar clinical symptoms and atypical imaging findings, which are easily misdiagnosed. There is an urgent need for a noninvasive and accurate biomarker to distinguish LC from PTB.
A total of 694 subjects were enrolled and divided into discovery set (n = 122), identification set (n = 214), and validation set (n = 358). Metabolites were identified by multivariate and univariate analyses. Receiver operating characteristic curve were used to evaluate the diagnostic efficacy of biomarkers.
Seven metabolites were identified and validated. Phenylalanylphenylalanine for distinguishing LC from PTB yielded an area under the curve of 0.89, sensitivity of 71%, and specificity of 92%. It also showed good diagnostic abilities in discovery set and identification set. Compared with that in healthy volunteers (median [interquartile range], 1.57 [1.01, 2.34] μg/mL), it was elevated in LC (4.76 [2.74, 7.08] μg/mL; ratio of median, [ROM] = 3.03, P < .01) and reduced in PTB (1.06 [0.51, 2.09] μg/mL; ROM = 0.68, P < .05).
The metabolomic profile of LC and PTB was described and a key biomarker identified. We produced a rapid and noninvasive method to supplement existing clinical diagnostic examinations for distinguishing LC from PTB.
肺结核(PTB)和肺癌(LC)的临床表现和影像学表现相似,容易误诊。迫切需要一种非侵入性和准确的生物标志物来区分 LC 和 PTB。
共纳入 694 例患者,分为发现集(n = 122)、识别集(n = 214)和验证集(n = 358)。采用多元和单变量分析鉴定代谢物。受试者工作特征曲线用于评估生物标志物的诊断效能。
鉴定和验证了 7 种代谢物。用于区分 LC 和 PTB 的苯丙氨酰苯丙氨酸的曲线下面积为 0.89,敏感度为 71%,特异度为 92%。在发现集和识别集也表现出良好的诊断能力。与健康志愿者(中位数[四分位数间距],1.57[1.01,2.34]μg/mL)相比,LC 中升高(4.76[2.74,7.08]μg/mL;比值中位数[ROM] = 3.03,P <.01),PTB 中降低(1.06[0.51,2.09]μg/mL;ROM = 0.68,P <.05)。
描述了 LC 和 PTB 的代谢组学特征,并鉴定出了一个关键的生物标志物。我们提出了一种快速、非侵入性的方法,以补充现有的临床诊断检查,用于区分 LC 和 PTB。