Multi-excitation raman spectroscopy complements whole genome sequencing for rapid detection of bacterial infection and resistance in WHO priority pathogens

Abstract

Current methods for diagnosing acute and complex infections mostly rely on culture-based methods and, for biofilms, fluorescence in-situ hybridization. These techniques are labor-intensive and can take 2-4 days to return a test result, especially considering an extra culturing step required for the antibiotic susceptibility testing (AST). This places a significant burden on healthcare providers, delaying treatment and leading to adverse patient outcomes. Here, we report the complementary use of our newly developed multi-excitation Raman spectroscopy (ME-RS) method with whole-genome sequencing (WGS). Four WHO priority pathogens are AST phenotyped and their antimicrobial resistance (AMR) profile determined by WGS. On application of ME-RS method we find high correlation with the WGS characterization. Highly accurate classification based on the species (98.93%), wild-type/non-wild type (99.45%), and presence or absence of thick peptidoglycan layers in cell walls (100%), as well as at the individual strain level (99.29%). These results clearly demonstrate the potential of ME-RS as a rapid and first-stage tool for species, resistance and strain-level classification which can be followed up by WGS for confirmation. Such a workflow can facilitate efficient antimicrobial stewardship to handle and prevent the spread of AMR.

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Identifiers

ORCID for George Devitt: orcid.org/0000-0001-7179-4459

ORCID for Niall Hanrahan: orcid.org/0000-0002-3596-7049

ORCID for Jeremy Webb: orcid.org/0000-0003-2068-8589

ORCID for Sumeet Mahajan: orcid.org/0000-0001-8923-6666

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