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Next-generation Sequencing03:00

Next-generation Sequencing

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High-throughput Identification of Gene Regulatory Sequences Using Next-generation Sequencing of Circular Chromosome Conformation Capture (4C-seq)
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HighSSR: high-throughput SSR characterization and locus development from next-gen sequencing data.

Alexander Churbanov1, Rachael Ryan, Nabeeh Hasan

  • 1New Mexico State University, Biology Deptartment, MSC 3AF, PO Box 30001, Las Cruces, NM 88003, USA. alexander@big.ac.cn

Bioinformatics (Oxford, England)
|September 8, 2012
PubMed
Summary
This summary is machine-generated.

HighSSR is a new framework for microsatellite genotyping using high-throughput sequencing. It improves the accuracy and efficiency of identifying polymorphic microsatellite markers from large datasets.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Population Biology

Background:

  • Microsatellites are crucial genetic markers in population biology.
  • High-throughput sequencing (HTS) accelerates microsatellite marker discovery.
  • Current algorithms struggle with HTS data quality, requiring improved solutions.

Purpose of the Study:

  • To introduce HighSSR, a novel framework for microsatellite genotyping.
  • To enhance the accuracy and efficiency of identifying polymorphic microsatellite markers from HTS data.
  • To provide a robust tool for analyzing microsatellite loci in population genetics.

Main Methods:

  • Development of the HighSSR framework for microsatellite prediction.
  • Comparison of HighSSR with existing assemblers (e.g., Roche gsAssembler) using HTS data.
  • Utilizing algorithms to handle sequencing errors, paralogous loci, and artificial fragments.

Main Results:

  • HighSSR effectively assembled microsatellite loci from HTS data.
  • A majority of HighSSR-assembled loci mapped reliably to reference genomes.
  • HighSSR demonstrated superior performance in locus reconstruction and polymorphism assessment compared to existing methods.

Conclusions:

  • HighSSR provides an improved approach for microsatellite genotyping using HTS.
  • The framework facilitates accurate identification of polymorphic microsatellite markers.
  • HighSSR is a valuable tool for population genetics studies and future direct simple sequence repeats genotyping applications.