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Combinatorial perturbation sequencing on single cells using microwell-based droplet random pairing.

Run Xie1, Yang Liu2, Shiyu Wang2

  • 1Department of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, 518060, China; Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Department of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, 518060, China; BGI-Shenzhen, Shenzhen, 518083, China.

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|November 17, 2022
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Summary

Combinatorial drug therapy can be improved with a new method called combinatorial perturbation sequencing (CP-seq). This technique enables high-throughput screening of drug combinations and their effects on single cells.

Keywords:
Droplet microfluidicsDrug screeningHigh throughput assaySingle-cell RNA sequencing

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Area of Science:

  • Biotechnology
  • Genomics
  • Pharmacology

Background:

  • Combinatorial drug therapy is crucial for overcoming drug resistance and disease relapse.
  • Identifying effective drug combinations is challenging due to the vast number of possibilities and limited phenotyping methods.

Purpose of the Study:

  • To develop a high-throughput method for screening combinatorial drug treatments.
  • To enable simultaneous analysis of single-cell transcriptomes and drug perturbations.

Main Methods:

  • Developed combinatorial perturbation sequencing (CP-seq) using microwell-based droplet random pairing.
  • Utilized oligonucleotide barcoding for drugs and encapsulated cells and drugs in separate droplets.
  • Employed single-cell RNA sequencing to detect transcriptomes and drug barcodes for treatment demultiplexing.

Main Results:

  • Demonstrated robust performance of microfluidic droplet operations with up to 83% microwell utilization.
  • Validated CP-seq through single-drug and combinatorial-drug treatments, confirming its ability to collect and analyze drug-perturbed transcriptomes.
  • Showcased CP-seq's capability for high-throughput and comprehensive profiling in combinatorial perturbation screening.

Conclusions:

  • CP-seq is a powerful technology for combinatorial drug screening.
  • The method leverages droplet microfluidics for massive multiplexing and comprehensive single-cell profiling.
  • CP-seq facilitates informed drug combination strategies to combat drug resistance and relapse.