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Related Concept Videos

DNA Isolation01:24

DNA Isolation

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DNA isolation protocols can be fast and straightforward or complex and time-consuming depending on the type and quality of DNA required for further processing. For example, plasmid DNA extraction is a bit more complicated than genomic DNA extraction because of the need for an appropriate lysis method to separate plasmid DNA from gDNA during isolation. However, for specific applications, such as long-range DNA sequencing that require a good yield of high- quality DNA samples, we need to follow...
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Related Experiment Video

Updated: Apr 17, 2026

Enhanced Reduced Representation Bisulfite Sequencing for Assessment of DNA Methylation at Base Pair Resolution
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Mining for viral fragments in methylation enriched sequencing data.

Klaas Mensaert1, Wim Van Criekinge2, Olivier Thas1

  • 1Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University Ghent, Belgium.

Frontiers in Genetics
|February 21, 2015
PubMed
Summary

This study introduces a new method to detect viruses, including HPV, in unused sequencing data from DNA methylation profiling. The approach successfully identified viral sequences, offering insights into viral load and methylation in cervical samples.

Keywords:
DNA-methylationMBD-seqbioinformaticscervical cancerepigenomicshuman papillomavirusnext generation sequencingviruses

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Area of Science:

  • Genomics
  • Virology
  • Epigenetics

Background:

  • Next-generation sequencing (NGS) generates excess data, with up to 30% of fragments in methyl-CpG binding domain (MBD) sequencing being unmappable.
  • Viruses are implicated in epigenetics and cancer development, necessitating their detection in biological samples.

Purpose of the Study:

  • To develop and evaluate a methodology for identifying viruses in unmapped paired-end MBD-seq data.
  • To investigate the presence and prevalence of viruses, particularly HPV, in cervical cancer and precancerous samples.

Main Methods:

  • Mapping unmapped reads from MBD-seq data to a comprehensive viral genome database.
  • Analyzing viral detection rates and fragment mapping counts in relation to sample type (carcinoma, CIN, normal).
  • Validating viral detections using PCR-based assays.

Main Results:

  • The methodology successfully identified various viruses, including HPV, in 92 cervical samples.
  • HPV was detected in 95% of carcinomas, 100% of CIN2/3, both CIN1 samples, and 55% of normal samples.
  • Significant differences in HPV fragment mapping were observed between normal and malignant/precancerous cervical samples, indicating varying viral loads and methylation.

Conclusions:

  • The proposed method effectively identifies methylated viral sequences in MBD-seq data at low additional cost.
  • This approach provides valuable insights into viral presence, concentration, and types, despite limitations in a priori viral genome knowledge.
  • The findings highlight the potential of repurposing unmapped sequencing data for viral discovery in epigenetics and cancer research.