# Novel continuous experimental evolution methodology uncovers rapid resistance development and cross-resistance

**Authors:** Thaddäus Echelmeyer, Markus Ellmann, Stefan E. Heiden, Kaan Kocer, Michael Schwabe, Helmut Fickenscher, Gregor Maschkowitz, Sebastian Guenther, Dennis Nurjadi, Katharina Schaufler, Elias Eger

PMC · DOI: 10.1038/s44259-026-00191-x · npj Antimicrobials and Resistance · 2026-03-03

## TL;DR

A new method for studying antibiotic resistance shows how bacteria quickly develop resistance and cross-resistance to multiple drugs.

## Contribution

A novel continuous experimental evolution system was developed to study rapid resistance and cross-resistance.

## Key findings

- Resistant mutants emerged in all three Enterobacter cloacae complex strains within four days of cefepime exposure.
- One mutant showed cross-resistance to cefiderocol and ceftazidime-avibactam due to a mutation in the blaMIR-11 gene.

## Abstract

Antimicrobial resistance poses a significant global health threat. Experimental evolution studies are crucial in understanding resistance mechanisms and thereby informing strategies to preserve antibiotic efficacy. We developed a novel continuous experimental evolution system enabling uninterrupted medium exchange with a rising antibiotic gradient, using standard laboratory equipment. We applied this system to three Enterobacter cloacae complex strains isolated from urinary tract infections in Germany between 1990 and 1992, which therefore had no prior exposure to cefepime, a fourth-generation cephalosporin approved in Germany in 2004. After four days of exposure to a cefepime gradient, resistant mutants emerged in all three strains. Notably, one mutant exhibited cross-resistance to the novel antibiotics cefiderocol and ceftazidime-avibactam, due to a single missense mutation in the β-lactamase gene blaMIR-11. Our study demonstrates the effectiveness of this novel approach for investigating antimicrobial resistance development and cross-resistance mechanisms, as well as identifying and characterizing a mutation attributed to major cross-resistance.

## Linked entities

- **Chemicals:** cefepime (PubChem CID 5479537), cefiderocol (PubChem CID 77843966), ceftazidime-avibactam (PubChem CID 90643431)
- **Species:** Enterobacter cloacae complex (taxon 354276)

## Full-text entities

- **Genes:** AmpC [NCBI Gene 7872529]
- **Diseases:** infections (MESH:D007239), urinary tract infections (MESH:D014552), nosocomial pneumonia (MESH:D000077299), nosocomial infections (MESH:D003428), deaths (MESH:D003643), bloodstream infections (MESH:D018805), ECC (MESH:C537748), AMR (MESH:D060467), EEC (MESH:C565062), pneumonia (MESH:D011014)
- **Chemicals:** cephalosporin (MESH:D002511), amino acid (MESH:D000596), quinolones (MESH:D015363), serine (MESH:D012694), DF4880_1R (-), maltose (MESH:D008320), S (MESH:D013455), CAZ-AVI (MESH:C000595613), fosfomycin (MESH:D005578), penicillins (MESH:D010406), glycerol (MESH:D005990), beta-lactam (MESH:D047090), PBS (MESH:D007854), ampicillin (MESH:D000667), imipenem (MESH:D015378), Cefiderocol (MESH:C000612166), lactam (MESH:D007769), bromophenol blue (MESH:D001978), agar (MESH:D000362), taniborbactam (MESH:C000707821), proline (MESH:D011392), nitrocefin (MESH:C021720), kanamycin (MESH:D007612), ertapenem (MESH:D000077727), carbapenem (MESH:D015780), CAZ (MESH:D002442), CEF (MESH:D000077723)
- **Species:** Escherichia coli DH5[alpha] (strain) [taxon 668369], Enterobacter cloacae (species) [taxon 550], Homo sapiens (human, species) [taxon 9606], Enterobacter roggenkampii (species) [taxon 1812935], Enterobacter hormaechei (CDC Enteric Group 75, species) [taxon 158836], Pseudomonas aeruginosa (species) [taxon 287], Klebsiella pneumoniae (species) [taxon 573], Enterobacter cloacae complex (species group) [taxon 354276], Escherichia coli (E. coli, species) [taxon 562]
- **Mutations:** g.919_927dupAGCGACAGT, p.L9L, g.25 C > T, g.79 A > C, p.V318M, V298M, g.376 G > T, g.631 A > T, alanine to proline at position 292, g.244 G > A, p.T27P, L201P, S309dup, p.A312P, g.952 G > A, g.283 G > A, p.V126F, p.S307_S309dup, alanine to proline, alanine to threonine substitution at position 292, g.934 G > C, p.Q211L, p.A313P, L293del, p.G82D
- **Cell lines:** DF4880 — Homo sapiens (Human), Transformed cell line (CVCL_1X61)

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12957303/full.md

## References

7 references — full list in the complete paper: https://tomesphere.com/paper/PMC12957303/full.md

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Source: https://tomesphere.com/paper/PMC12957303