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Updated: Sep 18, 2025

09:24
Automated Sample Multiplexing by using Combined Precursor Isotopic Labeling and Isobaric Tagging cPILOT
Published on: December 18, 2020
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Leveraging flexible pipette-based tool changes to transform liquid handling systems into dual-function sample
Mohammad Nazeri1, Jeffrey Watchorn2, Sheldon Mei3
1Institute of Biomedical Engineering, University of Toronto, 164 College St, Toronto, ON M5S 3G9, Canada.
Hardwarex
|June 23, 2025
Summary
Researchers developed a novel platform integrating liquid handling and in-situ imaging for soft materials. This system enables real-time characterization of dynamic processes like hydrogel crosslinking, overcoming limitations of traditional methods.
Area of Science:
- Materials Science
- Chemical Engineering
- Robotics
Background:
- Soft materials synthesis is often limited by rapid self-assembly and poor mechanical strength, hindering characterization.
- Transferring soft materials to imaging platforms is slow or impossible, preventing real-time analysis.
- Understanding structure-property relationships requires numerous experiments due to material variability.
Purpose of the Study:
- To develop an integrated hardware platform for simultaneous pipetting and in-situ imaging.
- To enable real-time monitoring and characterization of dynamic soft material processes.
- To overcome limitations of traditional characterization techniques for soft materials.
Main Methods:
- Utilized the Opentron OT-2 liquid handling robot.
- Designed a 3D-printed adapter integrating a pipette tip and a USB camera.
- Integrated the camera with the robot's gantry for automated in-situ imaging during material synthesis and manipulation.
Main Results:
- Successfully demonstrated real-time monitoring of ionically crosslinked hydrogel formation and property evolution.
- Enabled high-throughput and combinatorial characterization of hydrogel properties.
- Validated the platform's capability for dynamic process analysis without manual intervention.
Conclusions:
- The integrated pipetting and in-situ imaging platform overcomes key limitations in soft material characterization.
- This novel system facilitates real-time, high-throughput analysis of dynamic material processes.
- The platform shows broad applicability in materials research, including crystallization, polymerization, and drug delivery.
Keywords:
Automated Hydrogel FormulationHardware PlatformHigh-Throughput Material CharacterizationLiquid Handling RobotReal-Time Imaging Integration
