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SpLitteR: diploid genome assembly using TELL-Seq linked-reads and assembly graphs.

Ivan Tolstoganov1, Zhoutao Chen2, Pavel Pevzner3

  • 1Department of Mathematics, Science for Life Laboratory, Stockholm University, Stockholm, Sweden.

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|October 1, 2024
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Summary

SpLitteR tool enhances diploid genome assembly using linked-reads, improving contiguity and accuracy. It effectively bridges repeats in phased assemblies, outperforming existing methods for better genome reconstruction.

Keywords:
Assembly graphRepeat resolutionTell-seq

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Area of Science:

  • Genomics
  • Bioinformatics
  • Computational Biology

Background:

  • Long-read sequencing (e.g., high-fidelity or HiFi) enables contiguous genome assemblies but struggles with repeats longer than read lengths.
  • Diploid genome assembly is challenged by shared long identical regions between haplomes, limiting contiguity.
  • Existing methods often require additional experimental technologies to improve diploid assembly contiguity.

Purpose of the Study:

  • To develop a novel tool, SpLitteR, for improving diploid genome assembly using linked-reads and assembly graphs.
  • To evaluate the effectiveness of SpLitteR in phasing and scaffolding assembly graphs.
  • To assess SpLitteR's performance against state-of-the-art linked-read scaffolders.

Main Methods:

  • Development of the SpLitteR tool for assembly graph phasing and scaffolding.
  • Utilization of barcoded linked-reads generated by TELL-Seq technology.
  • Benchmarking SpLitteR against ARKS and SLR-superscaffolder using human HG002 genome and sheep gut microbiome datasets.

Main Results:

  • SpLitteR achieved a 1.5-fold increase in NGA50 compared to baseline LJA assembly and other scaffolders on the human HG002 dataset.
  • SpLitteR introduced no additional misassemblies in the human genome dataset.
  • TELL-Seq reads were shown to facilitate phasing and scaffolding within assembly graphs.

Conclusions:

  • SpLitteR effectively improves the accuracy and contiguity of diploid genome assemblies.
  • The tool leverages linked-reads to bridge unresolved repeats, enhancing genome reconstruction.
  • SpLitteR is available as part of the SPAdes package, offering an accessible solution for advanced genome assembly.