Liquid HandlingPipetting and dispensingSupplemental record

Technical upgrade of an open-source liquid handler to support bacterial colony screening

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Matched by doi · retrieved 2026-07-21

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. COPICK’s 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.

Bibliographic details

Published
2023-06-19
Journal/source
Frontiers in Bioengineering and Biotechnology
Publisher
Frontiers Media SA
DOI
10.3389/fbioe.2023.1202836
Type
journal-article
Language
en
Volume / issue
11
Pages
Not supplied
ISSN
2296-4185

Access and metrics

Open access
Yes
OA status
gold
License
cc-by
Version
publishedVersion
Cited by
12
References
43
Retracted
No

Authors and affiliations

  1. Irene del Olmo LianesConsejo Superior de Investigaciones Científicas · Centro Nacional de Biotecnología
  2. Pablo YuberoConsejo Superior de Investigaciones Científicas · Centro Nacional de Biotecnología
  3. Álvaro Gómez-LuengoConsejo Superior de Investigaciones Científicas · Centro Nacional de Biotecnología · Unidades Centrales Científico-Técnicas
  4. Juan NogalesConsejo Superior de Investigaciones Científicas · Centro Nacional de Biotecnología · Unidades Centrales Científico-Técnicas
  5. David R. EspesoCorresponding authorConsejo Superior de Investigaciones Científicas · Centro Nacional de Biotecnología

Topics and keywords

Cell Image Analysis TechniquesMicrofluidic and Bio-sensing TechnologiesBiosensors and Analytical DetectionUpgradeComputer scienceBenchmark (surveying)Open sourceWorkloadSoftwareThroughputOperating system