Pathology Commons^™

Fluorescent Sensor Arrays Can Predict And Quantify The Composition Of Multicomponent Bacterial Samples, Denis Svechkarev, Marat Sadykov, Lucas J. Houser, Kenneth W. Bayles, Aaron M. Mohs

Journal Articles: Pathology and Microbiology

Fast and reliable identification of infectious disease agents is among the most important challenges for the healthcare system. The discrimination of individual components of mixed infections represents a particularly difficult task. In the current study we further expand the functionality of a ratiometric sensor array technology based on small-molecule environmentally-sensitive organic dyes, which can be successfully applied for the analysis of mixed bacterial samples. Using pattern recognition methods and data from pure bacterial species, we demonstrate that this approach can be used to quantify the composition of mixtures, as well as to predict their components with the accuracy of ~80% …