TY - GEN
T1 - Graph-based optimal reactant minimization for sample preparation on digital microfluidic biochips
AU - Chiang, Ting Wei
AU - Liu, Chia Hung
AU - Huang, Juinn-Dar
PY - 2013
Y1 - 2013
N2 - Sample preparation is an essential step in biochemical reactions. Reactants must be diluted to achieve given target concentrations in sample preparation. Since some reactants like costly reagents and infant's blood are valuable, their usage should be minimized during dilution. In this paper, we propose an optimal reactant minimization algorithm, GORMA, for sample preparation on digital microfluidic biochips. GORMA adopts a systematic method to exhaustively check all possible dilution solutions and then identifies the one with minimal reactant usage and waste through maximal droplet sharing. Experimental results show that GORMA outperforms all the existing methods in reactant usage. Meanwhile, the waste amount is reduced up to 30% as compared with existing waste minimization methods. Moreover, GORMA requires only 0.6% more operations on average when compared with an operation-minimal dilution method.
AB - Sample preparation is an essential step in biochemical reactions. Reactants must be diluted to achieve given target concentrations in sample preparation. Since some reactants like costly reagents and infant's blood are valuable, their usage should be minimized during dilution. In this paper, we propose an optimal reactant minimization algorithm, GORMA, for sample preparation on digital microfluidic biochips. GORMA adopts a systematic method to exhaustively check all possible dilution solutions and then identifies the one with minimal reactant usage and waste through maximal droplet sharing. Experimental results show that GORMA outperforms all the existing methods in reactant usage. Meanwhile, the waste amount is reduced up to 30% as compared with existing waste minimization methods. Moreover, GORMA requires only 0.6% more operations on average when compared with an operation-minimal dilution method.
UR - http://www.scopus.com/inward/record.url?scp=84881332714&partnerID=8YFLogxK
U2 - 10.1109/VLDI-DAT.2013.6533817
DO - 10.1109/VLDI-DAT.2013.6533817
M3 - Conference contribution
AN - SCOPUS:84881332714
SN - 9781467344357
T3 - 2013 International Symposium on VLSI Design, Automation, and Test, VLSI-DAT 2013
BT - 2013 International Symposium on VLSI Design, Automation, and Test, VLSI-DAT 2013
T2 - 2013 International Symposium on VLSI Design, Automation, and Test, VLSI-DAT 2013
Y2 - 22 April 2013 through 24 April 2013
ER -