Department of Inorganic and Physical Chemistry, Indian Institute of Science, Bangalore, 560012, India.
Department of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore, 560012, India.
Anal Bioanal Chem. 2020 Apr;412(11):2505-2516. doi: 10.1007/s00216-020-02474-2. Epub 2020 Feb 19.
Infectious diseases caused by bacteria still pose major diagnostic challenges in spite of the availability of various molecular approaches. Irrespective of the type of infection, rapid identification of the causative pathogen with a high degree of sensitivity and specificity is essential for initiating appropriate treatment. While existing methods like PCR possess high sensitivity, they are incapable of identifying the viability status of the pathogen and those which can, like culturing, are inherently slow. To overcome these limitations, we developed a diagnostic platform based on Raman microspectroscopy, capable of detecting biochemical signatures from a single bacterium for identification as well as viability assessment. The study also establishes a decontamination protocol for handling live pathogenic bacteria which does not affect identification and viability testing, showing applicability in the analysis of sputum samples containing pathogenic mycobacterial strains. The minimal sample processing along with multivariate analysis of spectroscopic signatures provides an interface for automatic classification, allowing the prediction of unknown samples by mapping signatures onto available datasets. Also, the novelty of the current work is the demonstration of simultaneous identification and viability assessment at a single bacterial level for pathogenic bacteria. Graphical abstract.
尽管有各种分子方法可供使用,但由细菌引起的传染病仍然构成重大诊断挑战。无论感染类型如何,快速、高度敏感和特异性地识别病原体对于开始进行适当的治疗至关重要。虽然像 PCR 这样的现有方法具有高灵敏度,但它们无法识别病原体的存活状态,而那些能够识别的方法,如培养,本质上较慢。为了克服这些限制,我们开发了一种基于拉曼显微镜的诊断平台,能够从单个细菌中检测生化特征,用于鉴定和活力评估。该研究还建立了一种处理活病原菌的消毒方案,该方案不会影响鉴定和活力测试,显示了在分析含有致病性分枝杆菌菌株的痰样中的适用性。最小的样本处理以及光谱特征的多元分析为自动分类提供了接口,允许通过将特征映射到可用数据集来预测未知样本。此外,当前工作的新颖之处在于证明了对致病性细菌进行单细菌水平的同时鉴定和活力评估。