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Related Concept Videos

RNA-seq03:21

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Related Experiment Video

Updated: May 10, 2025

Sequencing of mRNA from Whole Blood using Nanopore Sequencing
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Demultiplexing and barcode-specific adaptive sampling for nanopore direct RNA sequencing.

Wiep van der Toorn1,2, Patrick Bohn3, Wang Liu-Wei1,2,4

  • 1Systems Medicine of Infectious Disease (P5), Robert Koch Institute, Berlin, Germany.

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|April 21, 2025
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Summary

WarpDemuX offers fast, accurate adapter-barcoding and demultiplexing for nanopore direct RNA sequencing (dRNA-seq). This method enables cost-effective sample multiplexing, advancing transcriptomic research and viral diagnostics.

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Area of Science:

  • Molecular Biology
  • Bioinformatics
  • Genomics

Background:

  • Nanopore direct RNA sequencing (dRNA-seq) provides valuable RNA biology insights.
  • Current dRNA-seq applications are hindered by limitations in accurate and cost-effective sample multiplexing.

Purpose of the Study:

  • Introduce WarpDemuX, an ultra-fast and highly accurate adapter-barcoding and demultiplexing method for dRNA-seq.
  • Enhance the speed, accuracy, and cost-effectiveness of dRNA-seq multiplexing.
  • Facilitate advanced (epi-) transcriptomic research and rapid phenotypic profiling.

Main Methods:

  • Developed WarpDemuX, an adapter-barcoding and demultiplexing approach for dRNA-seq.
  • Utilized fast raw nanopore signal processing and a lightweight machine-learning algorithm.
  • Designed optimized barcode sets for enhanced performance.
  • Integrated WarpDemuX with sequencing control software for real-time adaptive sampling.

Main Results:

  • Demonstrated WarpDemuX's utility in rapid phenotypic profiling of SARS-CoV-2 viruses using multiplexed sequencing.
  • Identified systematic differences in transcript abundance and poly(A) tail lengths during viral infection.
  • Showcased real-time enrichment of low-abundance viral RNA through barcode-specific adaptive sampling.

Conclusions:

  • WarpDemuX is a broadly applicable, high-performance, and economical multiplexing solution for dRNA-seq.
  • Enables advanced (epi-) transcriptomic research by overcoming current multiplexing limitations.
  • Facilitates rapid diagnostics and biological discovery through efficient sample processing.