An automated platform for accelerating and focusing adaptive laboratory evolution

The rate of change in adaptive laboratory evolution (ALE), in which a population of microorganisms is continuously cultivated under a specific selective pressure, is controlled by the cellular mutagenesis rate and the randomness of where in the genetic material mutations are introduced. The constant selection pressure makes it a crucial, yet slow, method in developing microorganisms with novel phenotypes for which a rational engineering pathway is either too complex or unknown. A variety of targeted genome editing methods to accelerate evolution and facilitate the engineering of complex novel traits are available. However, these protocols require (nearly) as many successive transformation steps as loci they target, leaving the actual engineering process quite labor-intense, cumbersome, and at odds with the continuous nature of ALE. Here, we provide a fully integrated microfluidic platform that automates and accelerates bacterial transformation by electroporation to the mere push of a button. We demonstrate the functionality and effect by using oligonucleotide-directed mutagenesis in an ALE experiment to accelerate the engineering of riboflavin prototrophy into Escherichia coli.

Authors

Institutions

Publication Details

Journal
Metabolic Engineering
Published
2025-12-25
DOI
https://doi.org/10.1016/j.ymben.2025.12.007
Primary Topic
CRISPR and Genetic Engineering
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An automated platform for accelerating and focusing adaptive laboratory evolution

Michael Gerlt, M. Edelmann, Maximilian Ole Bahls, Tania Michelle Roberts et al.
Metabolic Engineering
CRISPR and Genetic Engineering
article

An automated platform for accelerating and focusing adaptive laboratory evolution

Michael Gerlt, M. Edelmann, Maximilian Ole Bahls, Tania Michelle Roberts, Sven Panke, Peter Ruppen, Philippe Marlière
article en

Abstract

The rate of change in adaptive laboratory evolution (ALE), in which a population of microorganisms is continuously cultivated under a specific selective pressure, is controlled by the cellular mutagenesis rate and the randomness of where in the genetic material mutations are introduced. The constant selection pressure makes it a crucial, yet slow, method in developing microorganisms with novel phenotypes for which a rational engineering pathway is either too complex or unknown. A variety of targeted genome editing methods to accelerate evolution and facilitate the engineering of complex novel traits are available. However, these protocols require (nearly) as many successive transformation steps as loci they target, leaving the actual engineering process quite labor-intense, cumbersome, and at odds with the continuous nature of ALE. Here, we provide a fully integrated microfluidic platform that automates and accelerates bacterial transformation by electroporation to the mere push of a button. We demonstrate the functionality and effect by using oligonucleotide-directed mutagenesis in an ALE experiment to accelerate the engineering of riboflavin prototrophy into Escherichia coli.

Metabolic EngineeringVol. 94
Lund University (SE), ETH Zurich (CH), Systématique, adaptation, évolution (FR)
Openalex Percentile: Top 36%
CRISPR and Genetic Engineering
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

An automated platform for accelerating and focusing adaptive laboratory evolution — Michael Gerlt, M. Edelmann, et al. · Metabolic Engineering (2025) | TGRS Research Map | TGRS