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Towards point of care testing for C. difficile infection by volatile profiling, using the combination of a short multi-capillary gas chromatography column with metal oxide sensor detection

机译:结合使用短的多毛细管气相色谱柱和金属氧化物传感器检测技术,通过挥发性分析进行艰难梭菌感染的即时检测

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摘要

Rapid volatile profiling of stool sample headspace was achieved using a combination of short multi-capillary chromatography column (SMCC), highly sensitive heated metal oxide semiconductor sensor and artificial neural network software. For direct analysis of biological samples this prototype offers alternatives to conventional gas chromatography (GC) detectors and electronic nose technology. The performance was compared to an identical instrument incorporating a long single capillary column (LSCC). The ability of the prototypes to separate complex mixtures was assessed using gas standards and homogenized in house 'standard' stool samples, with both capable of detecting more than 24 peaks per sample. The elution time was considerably faster with the SMCC resulting in a run time of 10 min compared to 30 min for the LSCC. The diagnostic potential of the prototypes was assessed using 50 C. difficile positive and 50 negative samples. The prototypes demonstrated similar capability of discriminating between positive and negative samples with sensitivity and specificity of 85% and 80% respectively. C. difficile is an important cause of hospital acquired diarrhoea, with significant morbidity and mortality around the world. A device capable of rapidly diagnosing the disease at the point of care would reduce cases, deaths and financial burden.
机译:使用短的多毛细管色谱柱(SMCC),高灵敏度的加热金属氧化物半导体传感器和人工神经网络软件可以实现粪便样品顶空的快速挥发分析。为了直接分析生物样品,该原型提供了常规气相色谱(GC)检测器和电子鼻技术的替代产品。将性能与装有长单毛细管色谱柱(LSCC)的相同仪器进行了比较。使用气体标准评估了原型分离复杂混合物的能力,并在室内“标准”粪便样品中进行了均质化处理,两种样品均能够检测到24个以上的峰。 SMCC的洗脱时间要快得多,与LSCC的30分钟相比,运行时间为10分钟。使用50个艰难梭菌阳性和50个阴性样品评估了原型的诊断潜力。原型展示出相似的区分阳性和阴性样品的能力,灵敏度和特异性分别为85%和80%。艰难梭菌是医院获得性腹泻的重要原因,在世界范围内其发病率和死亡率均很高。能够在护理时快速诊断疾病的设备将减少病例,死亡和经济负担。

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