对津巴布韦沙姆瓦地区学龄前儿童血浆代谢物进行分析,寻找血吸虫感染的生物标志物

H. Midzi, T. Naicker, A. Vengesai, Emilia T. Choto, Petros Muchesa, Maritha Kasambala, T. Mduluza-Jokonya, Victor Muleya, Elliot Nyagumbo, Donald Tafirenyika Kapanga, Lucy Mabaya, F. Mutapi, T. Mduluza
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引用次数: 0

摘要

代谢组学方法是发现感染生物标志物不可或缺的工具,因为它们能揭示疾病的潜在病理生理机制。在本研究中,我们分析了可用作五岁以下学龄前儿童尿路血吸虫病生物标志物的血浆代谢物。研究人员连续三天采集尿液样本,利用尿液过滤法检测血吸虫感染情况。此外,还采集并处理了血液样本以获得血浆。使用贝克曼库尔特 AU480 化学分析仪和商用代谢物试剂盒分析血浆样本中的生物标志物。代谢物分析使用了描述性统计和 MetaboAnalyst 工具。在人群水平上,血浆中的琥珀酸、6-磷酸葡萄糖、磷脂酰胆碱、丙氨酸和肌酐水平与尿路血吸虫病有显著相关性(p<0.005)。在 1.5 倍变化(FC)阈值下,葡萄糖-6-磷酸的浓度增幅最大,FC 值为 2.02,其次是肌酐、白蛋白和磷脂酰胆碱。肌酐明显下调,FC 值为 1.98。在六种失调的代谢途径中,葡萄糖和蔗糖代谢主要受到影响。6-磷酸葡萄糖的AUC(0.81)、灵敏度(88.85%)和特异性(90.37%)最高。尿路血吸虫病会影响学龄前儿童与能量有关的代谢途径。6-磷酸葡萄糖被确定为人群感染的潜在指标。此外,我们建议对血吸虫代谢物生物标志物进行深入验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Plasma metabolite profiling for S. haematobium biomarkers of infection in pre-school aged children in Shamva District, Zimbabwe
Metabolomics approaches are indispensable tools in infection biomarker discovery efforts as they shed light on the underlying pathophysiological mechanisms of disease. In this study, we analysed plasma metabolites that can be used as biomarkers of urogenital schistosomiasis in pre-school aged children below the age of five.A case-control study was conducted involving 82 pre-school aged children that were age- and sex-matched. Urine samples were collected for three consecutive days to detect S. haematobium infection using urine filtration. Blood samples were also collected and processed to obtain plasma. Beckman Coulter AU480 chemistry analyser and commercial metabolite kits were used for profiling biomarkers in plasma samples. Descriptive statistics and MetaboAnalyst tool, were used for metabolite analysis. For the determination of diagnostic efficiency of plasma biomarkers, the area under the curve (AUC) was calculated from receiver operating characteristic curves at 95% CI.Succinic acid, glucose-6-phosphate, phosphatidylcholine, alanine and creatinine levels in plasma were significantly associated with urogenital schistosomiasis (p<0.005) at the population level. Significant increase in concentration at 1.5-fold change (FC) threshold was highest for glucose-6-phosphate with FC value of 2.02 followed by creatinine, albumin and phosphatidylcholine. Creatinine was significantly downregulated with a FC value of 1.98. Of the six dysregulated metabolic pathways, glucose and sucrose metabolism were predominantly affected. Glucose-6-phosphate had the highest AUC (0.81), sensitivity (88.85%) and specificity (90.37%). Phosphatidylcholine and succinic acid also had AUC values greater than 0.7.Urogenital schistosomiasis affects the energy-related metabolic pathways in pre-school aged children. Glucose-6-phosphate was identified as a potential indicator of infection at the population level. Furthermore, we recommend intensive validation of schistosome metabolite biomarkers.
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