Longitudinal Single-Cell Imaging of Engineered Strains with Stimulated Raman Scattering to Characterize Heterogeneity in Fatty Acid Production

Adv Sci (Weinh). 2023 Jul;10(20):e2206519. doi: 10.1002/advs.202206519. Epub 2023 Jun 8.

Abstract

Understanding metabolic heterogeneity is critical for optimizing microbial production of valuable chemicals, but requires tools that can quantify metabolites at the single-cell level over time. Here, longitudinal hyperspectral stimulated Raman scattering (SRS) chemical imaging is developed to directly visualize free fatty acids in engineered Escherichia coli over many cell cycles. Compositional analysis is also developed to estimate the chain length and unsaturation of the fatty acids in living cells. This method reveals substantial heterogeneity in fatty acid production among and within colonies that emerges over the course of many generations. Interestingly, the strains display distinct types of production heterogeneity in an enzyme-dependent manner. By pairing time-lapse and SRS imaging, the relationship between growth and production at the single-cell level are examined. The results demonstrate that cell-to-cell production heterogeneity is pervasive and provides a means to link single-cell and population-level production.

Keywords: longitudinal imaging; metabolic engineering; production heterogeneity; single cell; stimulated Raman scattering.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Diagnostic Imaging
  • Fatty Acids* / metabolism
  • Spectrum Analysis, Raman*

Substances

  • Fatty Acids