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Identifying pulmonary Cryptococcus neoformans infection by serum surface-enhanced Raman spectroscopy

机译:通过血清表面增强拉曼光谱鉴定肺新隐球菌感染

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Cryptococcus neoformans is an encapsulated fungus that widely exists in the environment through the world. It canenter the human body through the respiratory tract, causing inflammation of the lungs and even causing seriousinfectious diseases in patients with impaired immune function. Those serious infectious diseases can be avoided if thecryptococcal pneumonia can be early detected and accurately assessed. However, due to less clinical symptoms,cryptococcal pneumonia is easily misdiagnosed as lung cancer, tuberculosis, etc., and the rate of misdiagnosis is high.Therefore, a rapid, accurate and non-invasive method is urgently needed to make early diagnosis and precise assessmentof cryptococcal pneumonia, in which timely and appropriate treatment can be implemented and the cure rate is expectedto be significantly improved. In this study, surface enhanced Raman spectroscopy (SERS) was served as the diagnostictool to identify cryptococcal pneumonia, in which the blood serum SERS spectra are collected from cryptococcalpneumonia mice and uninfected mice. The multivariate curve resolution alternating least squares (MCR-ALS) andsupport vector machine (SVM) are employed to quantify the biochemical composition changes in serummicroenvironments. The excellent results have demonstrated that the serum SERS has significant potential in earlydiagnosis and accurate assessment of cryptococcal pneumonia.
机译:新型隐球菌是一种封装的真菌,在世界范围内广泛存在于环境中。它可以 通过呼吸道进入人体,引起肺部炎症,甚至引起严重 传染病患者免疫功能受损。如果能够避免那些严重的传染病, 隐球菌性肺炎可以及早发现并准确评估。但是,由于临床症状较少, 隐球菌性肺炎很容易被误诊为肺癌,结核病等,误诊率很高。 因此,迫切需要一种快速,准确且无创的方法来进行早期诊断和精确评估。 隐球菌性肺炎的治疗,可以及时采取适当的治疗,并有望治愈 有待大大改善。在这项研究中,表面增强拉曼光谱(SERS)被用作诊断 鉴定隐球菌性肺炎的工具,其中从隐球菌中收集血清SERS光谱 肺炎小鼠和未感染的小鼠。多元曲线分辨率交替最小二乘(MCR-ALS)和 支持向量机(SVM)用于量化血清中生化成分的变化 微环境。优异的结果表明,血清SERS在早期具有显着的潜力。 隐球菌性肺炎的诊断和准确评估。

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