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