Liquid HandlingAutomated pipettingImaging integrationTool changingCurated metadata

Leveraging flexible pipette-based tool changes to transform liquid handling systems into dual-function sample preparation and imaging platforms

Recent (2025) HardwareX paper; highly relevant to modular tool concepts like the digital pipette.

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Publication data

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Publication record

Matched by doi · retrieved 2026-07-21

Abstract

In soft materials synthesis, rapid self-assembly and poor mechanical strength often limit the applicability of experimental characterization techniques. This limitation arises because transferring these materials to a suitable imaging platform is either too slow to capture the process of interest or impossible to safely transfer from the synthesis vessel to the characterization. In addition, the variable nature of these materials requires many experiments to understand the underlying structure-property relationships that govern these materials. In this work we present a new hardware platform that integrates simultaneous pipetting and in-situ imaging using the Opentron OT-2 liquid handling robot. A 3D printed adapter features two cylindrical openings, one containing the pipette tip to gantry adapter, and the other a USB camera. When the gantry picks up the pipette tip, the entire apparatus is lifted, allowing the camera to be used. This system enables real-time monitoring and characterization of dynamic processes, such as hydrogel crosslinking, without manual intervention. We used this system to characterize ionically crosslinked hydrogels, and monitored their properties over time, in a high-throughput and combinatorial manner. Although hydrogels were used as a proof-of-concept, this platform has broader applications in materials research, including crystallization dynamics, polymerization kinetics, and drug delivery system development.

Bibliographic details

Published
2025-05-02
Journal/source
HardwareX
Publisher
Elsevier BV
DOI
10.1016/j.ohx.2025.e00653
Type
journal-article
Language
en
Volume / issue
22
Pages
e00653
ISSN
2468-0672

Access and metrics

Open access
Yes
OA status
gold
License
cc-by
Version
publishedVersion
Cited by
2
References
48
Retracted
No

Authors and affiliations

  1. Mohammad NazeriUniversity of Toronto
  2. Jeffrey WatchornStructural Genomics Consortium
  3. Sheldon MeiUniversity of Toronto
  4. Alex ZhangUniversity of New Brunswick · University of Toronto
  5. Christine AllenUniversity of Toronto · Structural Genomics Consortium
  6. Frank GuCorresponding authorUniversity of Toronto · Structural Genomics Consortium

Topics and keywords

Microfluidic and Capillary Electrophoresis Applications3D Printing in Biomedical ResearchInnovative Microfluidic and Catalytic Techniques InnovationPipetteSample (material)Computer scienceDual (grammatical number)Function (biology)Computer hardwareBiomedical engineeringNanotechnologyMaterials scienceChromatographyChemistryEngineering

Funding

  • Natural Sciences and Engineering Research Council of Canada · 506723
  • University of Toronto
  • Canada First Research Excellence Fund · RGPIN-2019-06441