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Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification

机译:基于代谢组学和炎症介质的生物标志物谱分析作为潜在的新方法可帮助识别小儿阑尾炎

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摘要

Various limitations hinder the timely and accurate diagnosis of appendicitis in pediatric patients. The present study aims to investigate the potential of metabolomics and cytokine profiling for improving the diagnosis of pediatric appendicitis. Serum and plasma samples were collected from pediatric patients for metabolic and inflammatory mediator analyses respectively. Targeted metabolic profiling was performed using Proton Nuclear Magnetic Resonance Spectroscopy and Flow Injection Analysis Mass Spectrometry/Mass Spectrometry and targeted cytokine/chemokine profiling was completed using a multiplex platform to compare children with and without appendicitis. Twenty-three children with appendicitis and 35 control children without appendicitis from the Alberta Sepsis Network pediatric cohorts were included. Metabolomic profiling revealed clear separation between the two groups with very good sensitivity (80%), specificity (97%), and AUROC (0.93 ± 0.05) values. Inflammatory mediator analysis also distinguished the two groups with high sensitivity (82%), specificity (100%), and AUROC (0.97 ± 0.02) values. A biopattern comprised of 9 metabolites and 7 inflammatory compounds was detected to be significant for the separation between appendicitis and control groups. Integration of these 16 significant compounds resulted in a combined metabolic and cytokine profile that also demonstrated strong separation between the two groups with 81% sensitivity, 100% specificity and AUROC value of 0.96 ± 0.03. The study demonstrated that metabolomics and cytokine mediator profiling is capable of distinguishing children with appendicitis from those without. These results suggest a potential new approach for improving the identification of appendicitis in children.
机译:各种局限性阻碍了小儿患者阑尾炎的及时,准确诊断。本研究旨在研究代谢组学和细胞因子谱分析在改善小儿阑尾炎诊断中的潜力。从儿科患者收集血清和血浆样品分别用于代谢和炎性介质分析。使用质子核磁共振波谱和流动注射分析质谱/质谱法进行靶向代谢谱分析,并使用多重平台完成有或没有阑尾炎患儿的靶向细胞因子/趋化因子谱分析。来自亚伯达脓毒症网络儿科队列的二十三例阑尾炎患儿和35例无阑尾炎对照患儿被纳入研究。代谢组学分析显示两组之间的清晰分离,具有非常好的敏感性(80%),特异性(97%)和AUROC(0.93±0.05)值。炎症介质分析还以高灵敏度(82%),特异性(100%)和AUROC(0.97±0.02)值区分了两组。检测到由9种代谢物和7种炎症化合物组成的生物模式对于阑尾炎和对照组之间的分离具有重要意义。这16种重要化合物的整合产生了新陈代谢和细胞因子组合,这也证明了两组之间的强分离性,灵敏度为81%,特异性为100%,AUROC值为0.96±0.03。该研究表明,代谢组学和细胞因子介导谱分析能够区分患有阑尾炎的儿童与没有阑尾炎的儿童。这些结果表明,潜在的新方法可以改善儿童阑尾炎的识别。

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