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DNAmethylatiearrays

DNAmethylatiearrays are high-throughput platforms used to quantify DNA methylation at hundreds of thousands of CpG sites across the genome in a single experiment. They are commonly applied in epigenome-wide association studies to find methylation differences linked to disease, age, environment, or treatment.

Most arrays rely on bisulfite-treated DNA and hybridization to locus-specific probes. After bisulfite conversion, methylated cytosines

Commercially dominant platforms include Illumina Infinium HumanMethylation450 BeadChip (450K) and the Infinium MethylationEPIC BeadChip (850K).

Data processing includes quality control, normalization to remove technical variation (e.g., background, dye bias, probe type

Applications and limitations: DNAmethylatiearrays enable cost-efficient profiling in large cohorts, useful for EWAS, age estimation, and

remain
unchanged
while
unmethylated
cytosines
convert
to
uracil,
allowing
probes
to
distinguish
methylated
versus
unmethylated
states.
The
readout
is
a
probe
intensity
that
is
converted
to
methylation
proportion,
called
a
beta
value
(0–1)
or
an
M-value
(logit).
bias),
and
filtering
of
poor-quality
or
cross-reactive
probes.
Typical
pipelines
use
tools
such
as
minfi,
meffil,
and
Genome
Studio;
downstream
analyses
use
linear
models
or
mixed
effects
to
detect
differential
methylation.
cell-type
deconvolution.
Limitations
include
biased
genomic
coverage
toward
CpG-dense
regions,
potential
cross-hybridization,
inability
to
distinguish
5-methylcytosine
from
5-hydroxymethylcytosine
without
specialized
assays,
and
sensitivity
to
sample
composition.
Data
interpretation
requires
careful
consideration
of
tissue
heterogeneity
and
batch
effects.