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Microarrays are high-throughput and relatively inexpensive assays that can be automated to analyze large quantities of data at a time. They are used in genome-wide studies to compare gene or protein expression under two varied conditions, such as healthy and diseased states. Microarrays consist of glass or silica slides on which probe molecules are covalently attached through surface functionalization. Most commonly, the slides are prepared through the chemisorption of silanes to silica...
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An Integrated Microfluidic Processor for DNA-Encoded Combinatorial Library Functional Screening.

Andrew B MacConnell1, Alexander K Price1, Brian M Paegel1

  • 1Department of Chemistry and ‡Doctoral Program in Chemical and Biological Sciences, The Scripps Research Institute , 130 Scripps Way, Jupiter, Florida 33458, United States.

ACS Combinatorial Science
|February 16, 2017
PubMed
Summary
This summary is machine-generated.

This study presents a microfluidic platform for screening DNA-encoded compound libraries, enabling automated drug discovery. The system efficiently isolates potential drug candidates using droplet sorting and next-generation sequencing for hit deconvolution.

Keywords:
DNA-encoded synthesiscombinatorial compound librariesminiaturized automation

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Area of Science:

  • Biochemistry
  • Chemical Biology
  • Microfluidics

Background:

  • DNA-encoded synthesis is regaining prominence for drug discovery and library screening.
  • Automated and quantitative screening technologies are crucial for advancing compound library applications.

Purpose of the Study:

  • To develop a microfluidic circuit for functional screening of DNA-encoded compound beads.
  • To enable automated, quantitative, and high-throughput screening and hit deconvolution.

Main Methods:

  • A microfluidic circuit was designed for bead distribution into picoliter droplets, compound cleavage, assay incubation, and fluorescence detection.
  • Laser-induced fluorescence and fluorescence-activated droplet sorting were used to isolate hit compounds.
  • Next-generation sequencing with template barcoding was employed for hit deconvolution and false discovery rate reduction.

Main Results:

  • The platform successfully screened DNA-encoded compound beads for cathepsin D inhibition.
  • Initial screening yielded a 24% false discovery rate, which was reduced to 2.6% using sequencing-based hit counting.
  • The system demonstrated efficient sorting of hit droplets and accurate deconvolution of bead-encoding sequences.

Conclusions:

  • This work establishes a complete, distributable platform for small molecule discovery.
  • The microfluidic automation and sequencing-based deconvolution significantly enhance the efficiency and accuracy of DNA-encoded library screening.
  • The developed technology offers a powerful tool for ultrahigh-throughput drug discovery.