A workcell 1.0 for programmable and controlled operation of multiple fluidic chips in parallel.
Ning, C.; Bunke, G.; Lietar, S.; van den Heuvel, L.; Shahein, A.
Show abstract
We developed a versatile lab-on-chip (LOC) workcell that enables the design and automatic execution of experiments on LOC devices, improving how we establish, optimize, and productionalize LOC processes. Key features include direct docking and cooling of native laboratory tubes, programmable reagent mixing and dilutions, parallel operation of multiple chips, precise flowrate and pressure control, clogging detection and response, programmable microscope control, chip temperature regulation, and scheduled cleaning. All functionality is controlled seamlessly from an easy-to-write protocol file, and based on extensible hardware and software infrastructures to promote community development. To showcase the platforms use and versatility, we demonstrate a series of 5 different automated experiments at varying levels of complexity, executed across both Quake-valve and droplet microfluidic systems. In particular, the workcell was instructed to map the parameter regime that generates viable droplets, to allow a user to select diameters and production frequencies of interest for single bacterial cell encapsulation. Furthermore, three out of three days in a row, the platform successfully performed a complex 15.5h long experiment, integrating in a single automated protocol the full core workflow required by a typical protein-characterization lab: protein expression, purification, dilution generation, and quantitative binding characterization (generating 55296 images in the process). Experiments conducted through the workcell are easier to set up, offer increased control over experiment conditions and parameters, and can be heavily parallelized.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A programmable and automated optical electrowetting-on-dielectric (oEWOD) driven platform for massively parallel and sequential processing of single cell assay operations 96%
- Paper-Thin Multilayer Microfluidic Devices with Integrated Valves 95%
- Rapid Identification of Bacterial isolates Using Microfluidic Adaptive Channels and Multiplexed Fluorescence Microscopy 95%
Similar papers in this journal
Similar papers in this journal
- Multiplexed dynamic control of temperature to probe and observe mammalian cells. 94%
- Design, Mutate, Screen: High-throughput creation of genetic clocks with different period-amplitude characteristics 94%
- Accurate single-molecule spot detection for image-based spatial transcriptomics with weakly supervised deep learning 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.