The
Tier 1 HHS/USDA Select Agent Burkholderia pseudomallei is a bacterial pathogen that is highly virulent when introduced
into the respiratory tract and intrinsically resistant to many antibiotics.
Transcriptomic- and proteomic-based methodologies have been used to
investigate mechanisms of virulence employed by B.
pseudomallei and Burkholderia thailandensis, a convenient surrogate; however, analysis of the pathogen and host
metabolomes during infection is lacking. Changes in the metabolites
produced can be a result of altered gene expression and/or post-transcriptional
processes. Thus, metabolomics complements transcriptomics and proteomics
by providing a chemical readout of a biological phenotype, which serves
as a snapshot of an organism’s physiological state. However,
the poor signal from bacterial metabolites in the context of infection
poses a challenge in their detection and robust annotation. In this
study, we coupled mammalian cell culture-based metabolomics with feature-based
molecular networking of mono- and co-cultures to annotate the pathogen’s
secondary metabolome during infection of mammalian cells. These methods
enabled us to identify several key secondary metabolites produced
by B. thailandensis during infection
of airway epithelial and macrophage cell lines. Additionally, the
use of in silico approaches provided insights into
shifts in host biochemical pathways relevant to defense against infection.
Using chemical class enrichment analysis, for example, we identified
changes in a number of host-derived compounds including immune lipids
such as prostaglandins, which were detected exclusively upon pathogen
challenge. Taken together, our findings indicate that co-culture of B. thailandensis with mammalian cells alters the
metabolome of both pathogen and host and provides a new dimension
of information for in-depth analysis of the host–pathogen interactions
underlying Burkholderia infection.