MS-DArT-seq

MS-DArT-seq detects genome-wide DNA methylation patterns by leveraging methylation-sensitive DArT sequencing with MspI/HpaII digestion to infer methylation states across genomic features.


Key Features:

  • Methyl Sensitive DArT Sequencing (MS-DArT-seq): Uses differential digestion by MspI/HpaII restriction enzymes to reveal methylation-dependent cleavage patterns across the genome.
  • Computational Pipeline: A reproducible computational pipeline processes MS-DArT-seq data to identify methylated genomic sites.
  • High Precision and Reliability: Demonstrates greater than 95% precision when benchmarked against Whole Genome Bisulfite Sequencing (WGBS).
  • Broad Applicability: Applicable to species with or without a reference genome, enabling use across diverse organisms.
  • Genomic Context and Specificity: Detects methylated sites in genic regions, transposons, and other genomic features; a pilot study analyzed 72,515 genomic sites and identified 5,846 methylated sites across 11 chromosomes, with many tissue-specific sites.
  • Cost-Effectiveness: Provides comprehensive methylation profiling at reduced costs compared to traditional methods.

Scientific Applications:

  • Epigenetic association studies: Enables genome-wide analysis of DNA methylation to investigate associations with phenotypes and diseases.
  • Comparative and non-model organism studies: Facilitates methylation profiling in plant biology and other organisms lacking high-quality reference genomes.
  • Developmental and tissue-specific regulation: Supports identification of tissue-specific methylation patterns to study developmental processes and gene regulation.

Methodology:

A reproducible computational pipeline for processing MS-DArT-seq data is used to identify methylated genomic sites and to compare MS-DArT-seq results with WGBS for precision assessment.

Topics

Details

Tool Type:
command-line tool, library
Programming Languages:
R, Python
Added:
1/18/2021
Last Updated:
3/1/2021

Operations

Publications

Pereira WJ, Pappas MdCR, Grattapaglia D, Pappas GJ. A cost-effective approach to DNA methylation detection by Methyl Sensitive DArT sequencing. PLOS ONE. 2020;15(6):e0233800. doi:10.1371/journal.pone.0233800. PMID:32497070. PMCID:PMC7272069.

PMID: 32497070
PMCID: PMC7272069
Funding: - Conselho Nacional de Desenvolvimento Científico e Tecnológico: 404144/2013-6