Computation-aided designs enable developing auxotrophic metabolic sensors for wide-range glyoxylate and glycolate detection.

Auxotrophic metabolic sensors (AMS) are microbial strains modified so that biomass formation correlates with the availability of specific metabolites. These sensors are essential for bioengineering (e.g.