Multiplexed Protease Activity Assay for Low-Volume Clinical Samples Using Droplet-Based Microfluidics and Its Application to Endometriosis

被引:71
作者
Chen, Chia-Hung [1 ,2 ,4 ]
Miller, Miles A. [2 ,3 ]
Sarkar, Aniruddh [1 ]
Beste, Michael T. [2 ,3 ]
Isaacson, Keith B. [3 ,5 ]
Lauffenburger, Douglas A. [2 ,3 ]
Griffith, Linda G. [2 ,3 ]
Han, Jongyoon [1 ,2 ]
机构
[1] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
[2] MIT, Dept Biol Engn, Cambridge, MA 02139 USA
[3] MIT, Ctr Gynepathol Res, Cambridge, MA 02139 USA
[4] Natl Univ Singapore, Dept Bioengn, Singapore 117575, Singapore
[5] Harvard Univ, Sch Med, Newton Wellesley Hosp, Newton, MA 02462 USA
关键词
THROUGHPUT; EXPRESSION; INHIBITOR; ADAM10; CELLS;
D O I
10.1021/ja307866z
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
As principal degrading enzymes of the extracellular matrix, metalloproteinases (MPs) contribute to various pathologies and represent a family of promising drug targets and biomarker candidates. However, multiple proteases and endogenous inhibitors interact to govern MP activity, often leading to highly context-dependent protease function that unfortunately has impeded associated clinical utility. We present a method for rapidly assessing the activity of multiple specific proteases in small volumes (<20 mu L) of complex biological fluids such as clinical samples that are available only in very limited amounts. It uses a droplet-based microfluidic platform that injects the sample into thousands of picoliter-scale droplets from a barcoded droplet library (DL) containing mixtures of unique, moderately selective FRET-based protease substrates and specific inhibitors and monitors hundreds of the reactions thus initiated simultaneously by tracking these droplets. Specific protease activities in the sample are then inferred from the reaction rates using a deconvolution technique, proteolytic activity matrix analysis (PrAMA). Using a nine-member DL with three inhibitors and four FRET substrates, we applied the method to the peritoneal fluid of subjects with and without the invasive disease endometriosis. The results showed clear and physiologically relevant differences with disease, in particular, decreased MMP-2 and ADAM-9 activities.
引用
收藏
页码:1645 / 1648
页数:4
相关论文
共 22 条
[1]   High-throughput injection with microfluidics using picoinjectors [J].
Abate, Adam R. ;
Hung, Tony ;
Mary, Pascaline ;
Agresti, Jeremy J. ;
Weitz, David A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (45) :19163-19166
[2]   Beating Poisson encapsulation statistics using close-packed ordering [J].
Abate, Adam R. ;
Chen, Chia-Hung ;
Agresti, Jeremy J. ;
Weitz, David A. .
LAB ON A CHIP, 2009, 9 (18) :2628-2631
[3]   Ultrahigh-throughput screening in drop-based microfluidics for directed evolution [J].
Agresti, Jeremy J. ;
Antipov, Eugene ;
Abate, Adam R. ;
Ahn, Keunho ;
Rowat, Amy C. ;
Baret, Jean-Christophe ;
Marquez, Manuel ;
Klibanov, Alexander M. ;
Griffiths, Andrew D. ;
Weitz, David A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (09) :4004-4009
[4]   Integrative Proteomic Analysis of Serum and Peritoneal Fluids Helps Identify Proteins that Are Up-Regulated in Serum of Women with Ovarian Cancer [J].
Amon, Lynn M. ;
Law, Wendy ;
Fitzgibbon, Matthew P. ;
Gross, Jennifer A. ;
O'Briant, Kathy ;
Peterson, Amelia ;
Drescher, Charles ;
Martin, Daniel B. ;
McIntosh, Martin .
PLOS ONE, 2010, 5 (06)
[5]   The enzymatic activity of ADAM8 and ADAM9 is not regulated by TIMPs [J].
Amour, A ;
Knight, CG ;
English, WR ;
Webster, A ;
Slocombe, PM ;
Knäuper, V ;
Docherty, AJP ;
Becherer, JD ;
Blobel, CP ;
Murphy, G .
FEBS LETTERS, 2002, 524 (1-3) :154-158
[6]   Gene expression profiles and functional characterization of human immortalized endometriotic epithelial and stromal cells [J].
Banu, Sakhila K. ;
Lee, JeHoon ;
Starzinski-Powitz, Anna ;
Arosh, Joe A. .
FERTILITY AND STERILITY, 2008, 90 (04) :972-987
[7]   Droplet microfluidic technology for single-cell high-throughput screening [J].
Brouzes, Eric ;
Medkova, Martina ;
Savenelli, Neal ;
Marran, Dave ;
Twardowski, Mariusz ;
Hutchison, J. Brian ;
Rothberg, Jonathan M. ;
Link, Darren R. ;
Perrimon, Norbert ;
Samuels, Michael L. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (34) :14195-14200
[8]   Enhancing Protease Activity Assay in Droplet-Based Microfluidics Using a Biomolecule Concentrator [J].
Chen, Chia-Hung ;
Sarkar, Aniruddh ;
Song, Yong-Ak ;
Miller, Miles A. ;
Kim, Sung Jae ;
Griffith, Linda G. ;
Lauffenburger, Douglas A. ;
Han, Jongyoon .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2011, 133 (27) :10368-10371
[9]   Expression of several components of the plasminogen activator and matrix metalloproteinase systems in endometriosis [J].
Gilabert-Estellés, J ;
Estellés, A ;
Gilabert, J ;
Castelló, R ;
España, F ;
Falcó, C ;
Romeu, A ;
Chirivella, M ;
Zorio, E .
HUMAN REPRODUCTION, 2003, 18 (07) :1516-1522
[10]   Functional phenotyping of human plasma using a 361-fluorogenic substrate biosensing microarray [J].
Gosalina, Dhaval N. ;
Denney, William S. ;
Salisbury, Cleo M. ;
Ellman, Jonathan A. ;
Diamond, Scott L. .
BIOTECHNOLOGY AND BIOENGINEERING, 2006, 94 (06) :1099-1110