bioRxivBioengineeringPreprint
Technical upgrade of an open-source liquid handler to support bacterial colony screening
I. del Olmo Lianes, P. Yubero, A. Gomez-Luengo, J. Nogales, D. R. Espeso
Abstract
The optimization of genetically engineered biological constructs is a key step to deliver high-impact biotechnological applications. The use of high-throughput DNA assembly methods allows the construction of enough genotypic variants to successfully cover the target design space. This, however, entails extra workload for researchers during the screening stage of candidate variants. Despite the existence of commercial colony pickers, their high price excludes small research laboratories and budget-adjusted institutions from accessing such extensive screening capability. In this work we present COPICK, a technical solution to automatize colony picking in an open-source liquid handler Opentrons OT-2. COPICK relies on a mounted camera to capture images of regular Petri dishes and detect microbial colonies for automated screening. COPICKs software can then automatically select the best colonies according to different criteria (size, color and fluorescence) and execute a protocol to pick them for further analysis. Benchmark tests performed for E. coli and P. putida colonies delivers a raw picking performance over pickable colonies of 82% with an accuracy of 73.4% at an estimated rate of 240 colonies/h. These results validate the utility of COPICK, and highlight the importance of ongoing technical improvements in open-source laboratory equipment to support smaller research teams.
- organism: E. coli
- organism: plant (other)
- assay: imaging
- research focus: cell type annotation
- research focus: clustering
- research focus: benchmarking
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Open-source cell culture automation system with integrated cell counting for passaging microplate cultures
Greg Courville, Shivanshi Vaid, … Rafael Gómez-Sjöberg·PNAS NexusPeer-reviewed·Dec 1, 2025
- Automation of yeast spot assays using an affordable liquid handling robot
S. Taguchi, Y. Suda, … H. Ozaki·bioRxiv·Jul 16, 2022
- Droplet microfluidic PicoSorter for high throughput and active selection of cellulolytic microorganisms.
Luca Potenza, Łukasz Kozon, … Tomasz S. Kamiński·bioRxiv·Sep 20, 2025
- Development of a High-Throughput Minimum Inhibitory Concentration (HT-MIC) Testing Workflow
- A Purpose-Built Open Source Liquid Handler for Industry-Class Automated Experiments
Stefan M. Golas, Bryant Gill, … Emma J. Chory·bioRxiv·Mar 3, 2026
- ColFeatures: Automated data extraction and classification of bacterial colonies
D. A. Garcia-Soriano, F. D. Andersen, … T. Torring·bioRxiv·May 27, 2021