Literature DB >> 20142500

Ultrahigh-throughput screening in drop-based microfluidics for directed evolution.

Jeremy J Agresti1, Eugene Antipov, Adam R Abate, Keunho Ahn, Amy C Rowat, Jean-Christophe Baret, Manuel Marquez, Alexander M Klibanov, Andrew D Griffiths, David A Weitz.   

Abstract

The explosive growth in our knowledge of genomes, proteomes, and metabolomes is driving ever-increasing fundamental understanding of the biochemistry of life, enabling qualitatively new studies of complex biological systems and their evolution. This knowledge also drives modern biotechnologies, such as molecular engineering and synthetic biology, which have enormous potential to address urgent problems, including developing potent new drugs and providing environmentally friendly energy. Many of these studies, however, are ultimately limited by their need for even-higher-throughput measurements of biochemical reactions. We present a general ultrahigh-throughput screening platform using drop-based microfluidics that overcomes these limitations and revolutionizes both the scale and speed of screening. We use aqueous drops dispersed in oil as picoliter-volume reaction vessels and screen them at rates of thousands per second. To demonstrate its power, we apply the system to directed evolution, identifying new mutants of the enzyme horseradish peroxidase exhibiting catalytic rates more than 10 times faster than their parent, which is already a very efficient enzyme. We exploit the ultrahigh throughput to use an initial purifying selection that removes inactive mutants; we identify approximately 100 variants comparable in activity to the parent from an initial population of approximately 10(7). After a second generation of mutagenesis and high-stringency screening, we identify several significantly improved mutants, some approaching diffusion-limited efficiency. In total, we screen approximately 10(8) individual enzyme reactions in only 10 h, using < 150 microL of total reagent volume; compared to state-of-the-art robotic screening systems, we perform the entire assay with a 1,000-fold increase in speed and a 1-million-fold reduction in cost.

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Year:  2010        PMID: 20142500      PMCID: PMC2840095          DOI: 10.1073/pnas.0910781107

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  27 in total

Review 1.  Potent antibody therapeutics by design.

Authors:  Paul J Carter
Journal:  Nat Rev Immunol       Date:  2006-05       Impact factor: 53.106

Review 2.  Miniaturising the laboratory in emulsion droplets.

Authors:  Andrew D Griffiths; Dan S Tawfik
Journal:  Trends Biotechnol       Date:  2006-07-14       Impact factor: 19.536

3.  Cofabrication of electromagnets and microfluidic systems in poly(dimethylsiloxane).

Authors:  Adam C Siegel; Sergey S Shevkoplyas; Douglas B Weibel; Derek A Bruzewicz; Andres W Martinez; George M Whitesides
Journal:  Angew Chem Int Ed Engl       Date:  2006-10-20       Impact factor: 15.336

4.  Quantitative detection of protein expression in single cells using droplet microfluidics.

Authors:  A Huebner; M Srisa-Art; D Holt; C Abell; F Hollfelder; A J deMello; J B Edel
Journal:  Chem Commun (Camb)       Date:  2007-01-26       Impact factor: 6.222

Review 5.  Protein engineers turned evolutionists.

Authors:  Sergio G Peisajovich; Dan S Tawfik
Journal:  Nat Methods       Date:  2007-12       Impact factor: 28.547

Review 6.  Advances in laboratory evolution of enzymes.

Authors:  Shimon Bershtein; Dan S Tawfik
Journal:  Curr Opin Chem Biol       Date:  2008-03-07       Impact factor: 8.822

Review 7.  Synthetic biology for synthetic chemistry.

Authors:  Jay D Keasling
Journal:  ACS Chem Biol       Date:  2008-01-18       Impact factor: 5.100

8.  Intense neutral drifts yield robust and evolvable consensus proteins.

Authors:  Shimon Bershtein; Korina Goldin; Dan S Tawfik
Journal:  J Mol Biol       Date:  2008-04-16       Impact factor: 5.469

9.  Selection of horseradish peroxidase variants with enhanced enantioselectivity by yeast surface display.

Authors:  Dasa Lipovsek; Eugene Antipov; Kathryn A Armstrong; Mark J Olsen; Alexander M Klibanov; Bruce Tidor; K Dane Wittrup
Journal:  Chem Biol       Date:  2007-10

10.  Historical contingency and the evolution of a key innovation in an experimental population of Escherichia coli.

Authors:  Zachary D Blount; Christina Z Borland; Richard E Lenski
Journal:  Proc Natl Acad Sci U S A       Date:  2008-06-04       Impact factor: 11.205

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  242 in total

1.  Gaining confidence in high-throughput screening.

Authors:  Jérôme Bibette
Journal:  Proc Natl Acad Sci U S A       Date:  2012-01-17       Impact factor: 11.205

2.  A programmable droplet-based microfluidic device applied to multiparameter analysis of single microbes and microbial communities.

Authors:  Kaston Leung; Hans Zahn; Timothy Leaver; Kishori M Konwar; Niels W Hanson; Antoine P Pagé; Chien-Chi Lo; Patrick S Chain; Steven J Hallam; Carl L Hansen
Journal:  Proc Natl Acad Sci U S A       Date:  2012-04-30       Impact factor: 11.205

3.  Microbridge structures for uniform interval control of flowing droplets in microfluidic networks.

Authors:  Do-Hyun Lee; Wonhye Lee; Eujin Um; Je-Kyun Park
Journal:  Biomicrofluidics       Date:  2011-08-16       Impact factor: 2.800

4.  High-throughput injection with microfluidics using picoinjectors.

Authors:  Adam R Abate; Tony Hung; Pascaline Mary; Jeremy J Agresti; David A Weitz
Journal:  Proc Natl Acad Sci U S A       Date:  2010-10-20       Impact factor: 11.205

5.  Whole-Genome Sequencing of a Single Viral Species from a Highly Heterogeneous Sample.

Authors:  Hee-Sun Han; Paul G Cantalupo; Assaf Rotem; Shelley K Cockrell; Martial Carbonnaux; James M Pipas; David A Weitz
Journal:  Angew Chem Int Ed Engl       Date:  2015-08-28       Impact factor: 15.336

Review 6.  Biocatalyst development by directed evolution.

Authors:  Meng Wang; Tong Si; Huimin Zhao
Journal:  Bioresour Technol       Date:  2012-01-21       Impact factor: 9.642

7.  Suspended microfluidics.

Authors:  Benjamin P Casavant; Erwin Berthier; Ashleigh B Theberge; Jean Berthier; Sara I Montanez-Sauri; Lauren L Bischel; Kenneth Brakke; Curtis J Hedman; Wade Bushman; Nancy P Keller; David J Beebe
Journal:  Proc Natl Acad Sci U S A       Date:  2013-05-31       Impact factor: 11.205

8.  Acoustophoretic contactless transport and handling of matter in air.

Authors:  Daniele Foresti; Majid Nabavi; Mirko Klingauf; Aldo Ferrari; Dimos Poulikakos
Journal:  Proc Natl Acad Sci U S A       Date:  2013-07-15       Impact factor: 11.205

9.  Microfluidic Platform for the Isolation of Cancer-Cell Subpopulations Based on Single-Cell Glycolysis.

Authors:  Claudia Zielke; Ching W Pan; Adriana J Gutierrez Ramirez; Cameron Feit; Chandler Dobson; Catherine Davidson; Brody Sandel; Paul Abbyad
Journal:  Anal Chem       Date:  2020-04-30       Impact factor: 6.986

10.  Self-digitization of samples into a high-density microfluidic bottom-well array.

Authors:  Thomas Schneider; Gloria S Yen; Alison M Thompson; Daniel R Burnham; Daniel T Chiu
Journal:  Anal Chem       Date:  2013-10-07       Impact factor: 6.986

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