TY - JOUR
T1 - Microprocessor-based integration of microfluidic control for the implementation of automated sensor monitoring and multithreaded optimization algorithms
AU - Ezra, Elishai
AU - Maor, Idan
AU - Bavli, Danny
AU - Shalom, Itai
AU - Levy, Gahl
AU - Prill, Sebastian
AU - Jaeger, Magnus S
AU - Nahmias, Yaakov
N1 - Publisher Copyright:
© 2015, Springer Science+Business Media New York.
PY - 2015/8
Y1 - 2015/8
N2 - Microfluidic applications range from combinatorial synthesis to high throughput screening, with platforms integrating analog perfusion components, digitally controlled micro-valves and a range of sensors that demand a variety of communication protocols. Currently, discrete control units are used to regulate and monitor each component, resulting in scattered control interfaces that limit data integration and synchronization. Here, we present a microprocessor-based control unit, utilizing the MS Gadgeteer open framework that integrates all aspects of microfluidics through a high-current electronic circuit that supports and synchronizes digital and analog signals for perfusion components, pressure elements, and arbitrary sensor communication protocols using a plug-and-play interface. The control unit supports an integrated touch screen and TCP/IP interface that provides local and remote control of flow and data acquisition. To establish the ability of our control unit to integrate and synchronize complex microfluidic circuits we developed an equi-pressure combinatorial mixer. We demonstrate the generation of complex perfusion sequences, allowing the automated sampling, washing, and calibrating of an electrochemical lactate sensor continuously monitoring hepatocyte viability following exposure to the pesticide rotenone. Importantly, integration of an optical sensor allowed us to implement automated optimization protocols that require different computational challenges including: prioritized data structures in a genetic algorithm, distributed computational efforts in multiple-hill climbing searches and real-time realization of probabilistic models in simulated annealing. Our system offers a comprehensive solution for establishing optimization protocols and perfusion sequences in complex microfluidic circuits.
AB - Microfluidic applications range from combinatorial synthesis to high throughput screening, with platforms integrating analog perfusion components, digitally controlled micro-valves and a range of sensors that demand a variety of communication protocols. Currently, discrete control units are used to regulate and monitor each component, resulting in scattered control interfaces that limit data integration and synchronization. Here, we present a microprocessor-based control unit, utilizing the MS Gadgeteer open framework that integrates all aspects of microfluidics through a high-current electronic circuit that supports and synchronizes digital and analog signals for perfusion components, pressure elements, and arbitrary sensor communication protocols using a plug-and-play interface. The control unit supports an integrated touch screen and TCP/IP interface that provides local and remote control of flow and data acquisition. To establish the ability of our control unit to integrate and synchronize complex microfluidic circuits we developed an equi-pressure combinatorial mixer. We demonstrate the generation of complex perfusion sequences, allowing the automated sampling, washing, and calibrating of an electrochemical lactate sensor continuously monitoring hepatocyte viability following exposure to the pesticide rotenone. Importantly, integration of an optical sensor allowed us to implement automated optimization protocols that require different computational challenges including: prioritized data structures in a genetic algorithm, distributed computational efforts in multiple-hill climbing searches and real-time realization of probabilistic models in simulated annealing. Our system offers a comprehensive solution for establishing optimization protocols and perfusion sequences in complex microfluidic circuits.
KW - Algorithms
KW - Automation, Laboratory
KW - Biosensing Techniques/instrumentation
KW - Calibration
KW - Cell Line
KW - Electrochemical Techniques/instrumentation
KW - Electronics
KW - Equipment Design
KW - Hepatocytes/drug effects
KW - Humans
KW - Lactic Acid/analysis
KW - Liver/pathology
KW - Microcomputers
KW - Microfluidics/instrumentation
KW - Polymethyl Methacrylate/chemistry
KW - Pressure
KW - Rotenone/chemistry
UR - http://www.scopus.com/inward/record.url?scp=84938328469&partnerID=8YFLogxK
U2 - 10.1007/s10544-015-9989-y
DO - 10.1007/s10544-015-9989-y
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C2 - 26227212
SN - 1387-2176
VL - 17
SP - 82
JO - Biomedical Microdevices
JF - Biomedical Microdevices
IS - 4
M1 - 82
ER -