An Li, Lin Lili, Wang Shouchuan, Xie Tong, Yang Yan, Zhai Wensheng, Du Lina, Li Weiwei, Shen Cunsi, Zhang Ying, Shan Jinjun
Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.
Medical Metabolomics Center, Nanjing University of Chinese Medicine, Nanjing, China.
Anat Rec (Hoboken). 2021 Nov;304(11):2579-2591. doi: 10.1002/ar.24767. Epub 2021 Sep 22.
Community-acquired pneumonia (CAP) is the leading cause of lower respiratory tract infections in children. Heat syndrome (HS) and cold syndrome (CS) are two main syndrome types of pediatric CAP in traditional Chinese medicine (TCM). This study aimed to identify plasma metabolic profiles in pediatric CAP and to further select potential biomarkers to distinguish between HS and CS. An ultra-performance liquid chromatography coupled with linear ion trap quadrupole-orbitrap mass spectrometry method was applied to plasma samples of 296 patients and 55 healthy controls (HC). The samples were divided into the discovery group (n = 213, HS = 160, CS = 23, HC = 30) and the validation group (n = 138, HS = 93, CS = 20, HC = 25). The orthogonal partial least-squares discriminant analysis, the value of fold change, and Kruskal-Wallis test with false discovery rate correction (q-value <0.05) were applied to identify differential plasma metabolites. The area under the ROC curve (AUC) was used to evaluate the diagnostic performance of the screened metabolites. The results showed that the plasma levels of aspartic acid, phenylalanine, arginine, lysoPC20:1, lysoPE16:0, lysoPE18:0, and PE (16:0_22:6) were increased in CS compared with HC. The plasma levels of PC (18:1_18:1), PC (20:4_20:4), PE (16:0_18:2), lysoPE20:4, lysoPE18:2, and lysoPE22:6 were decreased, whereas, the plasma level of ceramide (d18:1_24:1) was increased in HS compared with HC. There were 13 differential metabolites in CS (AUC = 0.995) and 15 differential metabolites in HS (AUC = 0.954), compared with HC. A panel of seven biomarkers, including LysoPC20:1, lysoPE16:0, lysoPE18:2, lysoPE20:4, lysoPE22:6, PC (18:1_18:1), and PC (20:4_20:4) showed good discrimination between HS and CS with an AUC of 0.982. Altered plasma amino acids and lipids may provide an objective basis for TCM syndrome differentiation in pediatric CAP.
社区获得性肺炎(CAP)是儿童下呼吸道感染的主要原因。热证(HS)和寒证(CS)是中医小儿CAP的两种主要证型。本研究旨在确定小儿CAP的血浆代谢谱,并进一步筛选区分HS和CS的潜在生物标志物。采用超高效液相色谱-线性离子阱四极杆-轨道阱质谱联用方法,对296例患者和55例健康对照(HC)的血浆样本进行检测。样本分为发现组(n = 213,HS = 160,CS = 23,HC = 30)和验证组(n = 138,HS = 93,CS = 20,HC = 25)。应用正交偏最小二乘法判别分析、倍数变化值和经错误发现率校正的Kruskal-Wallis检验(q值<0.05)来识别差异血浆代谢物。采用ROC曲线下面积(AUC)评估筛选出的代谢物的诊断性能。结果显示,与HC相比,CS组血浆中天冬氨酸、苯丙氨酸、精氨酸、溶血磷脂酰胆碱20:1、溶血磷脂酰乙醇胺16:0、溶血磷脂酰乙醇胺18:0和磷脂酰乙醇胺(16:0_22:6)水平升高。磷脂酰胆碱(18:1_18:1)、磷脂酰胆碱(20:4_20:4)、磷脂酰乙醇胺(16:0_18:2)、溶血磷脂酰乙醇胺20:4、溶血磷脂酰乙醇胺18:2和溶血磷脂酰乙醇胺22:6的血浆水平降低,而与HC相比,HS组神经酰胺(d18:1_24:1)的血浆水平升高。与HC相比,CS组有13种差异代谢物(AUC = 0.995),HS组有15种差异代谢物(AUC = 0.954)。一组七种生物标志物,包括溶血磷脂酰胆碱20:1、溶血磷脂酰乙醇胺16:0、溶血磷脂酰乙醇胺18:2、溶血磷脂酰乙醇胺20:4、溶血磷脂酰乙醇胺22:6、磷脂酰胆碱(18: