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Sequencing-Based
Approaches for Profiling
DNA Methylation
Introduction to DNA Methylation
DNA methylation, one of the most studied epigenetic modifications, refers to the
addition of a methyl group to the fifth carbon of cytosine (C) catalyzed by DNA
methyltransferases (Dnmts), forming 5-methylcytosine (5mC). DNA methylation
predominantly occurs in CpGs but is also found in non-CpG contexts.
Introduction to DNA Methylation
Transcriptional repression
Transposon inactivation
X chromosome
inactivation
Embryonic development
Genomic imprinting
Alteration of chromatin
structure
Next-generation sequencing (NGS) has been widely used for genome-wide DNA
methylation analysis:
Next-Generation Sequencing
Next-Generation Sequencing
MeDIP-Seq
RRBS
WGBS
Next-Generation Sequencing
Method
s
Strength Weakness Resolution Quantitativ
e Nature
Cost
WGBS Evaluate methylation state of
almost every CpG sites
-High cost
-Substantial DNA degradation after
bisulfite treatment
-Cannot discriminate between 5mC and
5hmC
Single
base
Digital High
RRBS -High CGI coverage
-High sensitivity
-Cost-effective comparing to
WGBS
May exhibit a poor coverage at
intergenic and distal regulatory elements
-Substantial DNA degradation after
bisulfite treatment
-Limited to regions in proximity to
enzymes’ recognition sites
-Cannot discriminate between 5mC and
5hmC
Single
base
Digital Moderat
e
MeDIP-
seq
-Cost-effective
-No mutation introduced
-Specific to 5mC/5hmC
depending on the antibody
specificity
-More sensitive in regions with
-Biased toward hypermethylated regions
-Cannot identify individual 5mC sites
-Inability to predict absolute methylation
level
~100 bp Abundance Moderat
e
Table. A comparison among WGBS, RRBS, and MeDIP-
seq.
Emerging 3rd generation sequencing technologies, including PacBio SMRT and
Oxford nanopore sequencing, have been recently applied in epigenetics research.
Advantages:
Third-Generation Sequencing
Minimal chemical
modification
Eliminate steps
for DNA
amplification
Reduced input Generate
longer reads
Detect different
types of
epigenetic
modifications
• PacBio SMRT allows the direct
detection of base modifications by
monitoring the activity of DNA
polymerase during the
incorporation of different
fluorescently labeled nucleotides
into complementary DNA strands.
• The detection of diverse base
modifications involves the
measurement of the kinetics
variation in the time between base
incorporations.
Third-Generation Sequencing
• Single-stranded DNA is pulled by a
phage DNA polymerase through a
bacterial pore in single-nucleotide
steps, and the ion current through the
pore is recorded.
• C can be distinguished from 5mC and
5hmC based on differences in the
current traces.
Third-Generation Sequencing
Disadvantages:
Third-Generation Sequencing
Higher error rate Higher costLower throughput
THANKS FOR WATCHING!
info@cd-genomics.com
1-631-275-3058 45-1 Ramsey Road, Shirley,
NY 11967, USA
www.cd-genomics.com

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Sequencing based approaches for profiling dna methylation

  • 2. Introduction to DNA Methylation DNA methylation, one of the most studied epigenetic modifications, refers to the addition of a methyl group to the fifth carbon of cytosine (C) catalyzed by DNA methyltransferases (Dnmts), forming 5-methylcytosine (5mC). DNA methylation predominantly occurs in CpGs but is also found in non-CpG contexts.
  • 3. Introduction to DNA Methylation Transcriptional repression Transposon inactivation X chromosome inactivation Embryonic development Genomic imprinting Alteration of chromatin structure
  • 4. Next-generation sequencing (NGS) has been widely used for genome-wide DNA methylation analysis: Next-Generation Sequencing
  • 6. Next-Generation Sequencing Method s Strength Weakness Resolution Quantitativ e Nature Cost WGBS Evaluate methylation state of almost every CpG sites -High cost -Substantial DNA degradation after bisulfite treatment -Cannot discriminate between 5mC and 5hmC Single base Digital High RRBS -High CGI coverage -High sensitivity -Cost-effective comparing to WGBS May exhibit a poor coverage at intergenic and distal regulatory elements -Substantial DNA degradation after bisulfite treatment -Limited to regions in proximity to enzymes’ recognition sites -Cannot discriminate between 5mC and 5hmC Single base Digital Moderat e MeDIP- seq -Cost-effective -No mutation introduced -Specific to 5mC/5hmC depending on the antibody specificity -More sensitive in regions with -Biased toward hypermethylated regions -Cannot identify individual 5mC sites -Inability to predict absolute methylation level ~100 bp Abundance Moderat e Table. A comparison among WGBS, RRBS, and MeDIP- seq.
  • 7. Emerging 3rd generation sequencing technologies, including PacBio SMRT and Oxford nanopore sequencing, have been recently applied in epigenetics research. Advantages: Third-Generation Sequencing Minimal chemical modification Eliminate steps for DNA amplification Reduced input Generate longer reads Detect different types of epigenetic modifications
  • 8. • PacBio SMRT allows the direct detection of base modifications by monitoring the activity of DNA polymerase during the incorporation of different fluorescently labeled nucleotides into complementary DNA strands. • The detection of diverse base modifications involves the measurement of the kinetics variation in the time between base incorporations. Third-Generation Sequencing
  • 9. • Single-stranded DNA is pulled by a phage DNA polymerase through a bacterial pore in single-nucleotide steps, and the ion current through the pore is recorded. • C can be distinguished from 5mC and 5hmC based on differences in the current traces. Third-Generation Sequencing
  • 11. THANKS FOR WATCHING! info@cd-genomics.com 1-631-275-3058 45-1 Ramsey Road, Shirley, NY 11967, USA www.cd-genomics.com

Editor's Notes

  1. Welcome back to the CD Genomics' next generation sequencing video series. In this video, you will learn how to profile DNA methylation patterns using high-throughput sequencing approaches.
  2. Let’s begin with the introduction to DNA methylation. DNA methylation, one of the most studied epigenetic modifications, refers to the addition of a methyl group to the fifth carbon of cytosine (C) catalyzed by DNA methyltransferases (Dnmts), forming 5-methylcytosine (5mC). DNA methylation predominantly occurs in CpGs but is also found in non-CpG contexts.
  3. DNA methylation is heritable and has been associated with multiple cellular processes, including transcriptional repression, transposon inactivation, X chromosome inactivation, embryonic development, genomic imprinting, and the alteration of chromatin structure.
  4. Next-generation sequencing (NGS) has widely used for genome-wide DNA methylation analysis, such as whole genome bisulfite sequencing (WGBS), reduced representation bisulfite sequencing (RRBS), and Methylated DNA immunoprecipitation sequencing (MeDIP-Seq).
  5. (1) Minimal chemical modification during library preparation; (2) The requirement for DNA amplification is eliminated; (3) Reduced requirement for input DNA; (4) The ability to generate longer reads; (5) The ability to directly detect different types of epigenetic modifications.