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尿路感染小鼠模型中的代谢表型分析表明,血浆中的3-羟基丁酸与感染有关。

Metabolic phenotyping in the mouse model of urinary tract infection shows that 3-hydroxybutyrate in plasma is associated with infection.

作者信息

Han Pei, Huang Yong, Xie Yumin, Yang Wu, Wang Yaoyao, Xiang Wenying, Hylands Peter J, Legido-Quigley Cristina

机构信息

Institute of Pharmaceutical Science, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom.

Provincial Key Laboratory of Pharmaceutics in Guizhou Province, School of Pharmacy, Guiyang Medical University, Guiyang, Guizhou, China.

出版信息

PLoS One. 2017 Oct 16;12(10):e0186497. doi: 10.1371/journal.pone.0186497. eCollection 2017.

Abstract

Urinary tract infection is one of the most common bacterial infections worldwide. Current diagnosis of urinary tract infection chiefly relies on its clinical presentation, urine dipstick tests and urine culture. Small molecules found in bio-fluids related with both infection and recovery would facilitate diagnosis and management of UTI. Mass spectrometry-based fingerprinting of plasma and urine at 3 time points, pre-infection (t = -24h), infection (t = 24h) and post 3-day treatment (t = 112h), were acquired in the following four groups: mice which were healthy, infected but not treated, infected and treated with ciprofloxacin, and infected and treated with Relinqing® granules (n = 6 per group). A metabolomics workflow including multivariate analysis and ROC regression was employed to select metabolic features that correlated with UTI and its treatment. Circa 4,000 molecular features were acquired for each sample. The small acid 3-hydroxybutyrate in plasma was found to be differentiated for urinary tract infection, with an area under the curve = 0.97 (95% confidence interval: 0.93-1.00, accuracy = 0.91, sensitivity = 0.92 and specificity = 0.91). The level of 3-hydroxybutyrate in plasma was depleted after infection with a fold change of -22 (q < 0.0001). Correlation between plasma 3-hydroxybutyrate and urine bacterial number in all groups and time points was r = -0.753 (p < 0.0001). The findings show that 3-hydroxybutyrate is depleted in blood and strongly associated with UTI at both infection and post-treatment stage in a UTI mouse model. Further work is envisaged to assess the clinical potential of blood tests to assist with UTI management.

摘要

尿路感染是全球最常见的细菌感染之一。目前尿路感染的诊断主要依靠临床表现、尿试纸检测和尿培养。在与感染和恢复相关的生物流体中发现的小分子将有助于尿路感染的诊断和管理。在以下四组小鼠中,于感染前(t = -24小时)、感染时(t = 24小时)和3天治疗后(t = 112小时)这3个时间点对血浆和尿液进行基于质谱的指纹图谱分析:健康小鼠、感染但未治疗的小鼠、感染并用环丙沙星治疗的小鼠以及感染并用热淋清颗粒治疗的小鼠(每组n = 6)。采用包括多变量分析和ROC回归的代谢组学工作流程来选择与尿路感染及其治疗相关的代谢特征。每个样本大约获得4000个分子特征。发现血浆中的小酸3-羟基丁酸在尿路感染时具有差异,曲线下面积 = 0.97(95%置信区间:0.93 - 1.00,准确率 = 0.91,灵敏度 = 0.92,特异性 = 0.91)。感染后血浆中3-羟基丁酸水平降低,变化倍数为-22(q < 0.0001)。在所有组和时间点,血浆3-羟基丁酸与尿液细菌数量之间的相关性为r = -0.753(p < 0.0001)。研究结果表明,在尿路感染小鼠模型中,感染期和治疗后期血液中的3-羟基丁酸均减少,且与尿路感染密切相关。设想进一步开展工作以评估血液检测辅助尿路感染管理的临床潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/913d/5643114/69be2b6d2732/pone.0186497.g001.jpg

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