Liquid HandlingAutomated pipettingImaging integrationMicroscopy integrationWorkflow automationCurated metadata

Open-source cell culture automation system with integrated cell counting for passaging microplate cultures

Record generated from the current DIY biofabrication corpus.

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Publication data

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Publication record

Matched by doi · retrieved 2026-07-21

Abstract

Tissue culture in 96-well microplates is conventionally a tedious, highly manual process sensitive to individual technique and experimenter error. Here, we describe the Automated Cell Culture Splitter (ACCS), a system for passaging plates of adherent or suspension cells, for routine culture maintenance or specialized applications such as seeding plates for microscopy. The system is built around the Opentrons OT-2 liquid handling robot and incorporates a novel on-deck imaging-based cell counter which allows it to compensate for density disparities across a source plate and control the number of cells seeded on a per-well basis. We find this solution can cut hands-on time by 61% and the results compare favorably to our existing manual cell culture processes in terms of both seeding density precision and bio-logical outcomes, achieving a control of seeding density with a well-to-well coefficient of variation (CV) under 11%. The system is designed to be adaptable and an accessible entry point into automation for high-throughput cell culture; to that end, all of the source code and hardware designs are released under open source licenses.

Bibliographic details

Published
2024-12-27
Journal/source
bioRxiv (Cold Spring Harbor Laboratory)
Publisher
openRxiv
DOI
10.1101/2024.12.27.629034
Type
posted-content
Language
en
Volume / issue
Not supplied
Pages
Not supplied
ISSN
Not supplied

Access and metrics

Open access
Yes
OA status
green
License
cc-by-nc-nd
Version
acceptedVersion
Cited by
0
References
13
Retracted
No

Authors and affiliations

  1. Greg CourvilleChan Zuckerberg Initiative (United States)
  2. Shivanshi VaidChan Zuckerberg Initiative (United States)
  3. Alexis ToruñoChan Zuckerberg Initiative (United States)
  4. Paul LebelChan Zuckerberg Initiative (United States)
  5. Joana P. CabreraChan Zuckerberg Initiative (United States)
  6. Preethi RaghavanChan Zuckerberg Initiative (United States)
  7. A. J. JacobsenChan Zuckerberg Initiative (United States)
  8. George R. R. BellChan Zuckerberg Initiative (United States)
  9. Manuel D. LeonettiCorresponding authorChan Zuckerberg Initiative (United States)
  10. Rafael Gómez-SjöbergCorresponding authorChan Zuckerberg Initiative (United States)

Topics and keywords

Viral Infectious Diseases and Gene Expression in Insects3D Printing in Biomedical ResearchProtein purification and stabilityCell cultureOpen sourceAutomationBiologyCell countingLaboratory automationComputational biologyCellMolecular biologyComputer scienceEngineeringGenetics