期刊
EPIGENETICS
卷 7, 期 10, 页码 1173-1187出版社
TAYLOR & FRANCIS INC
DOI: 10.4161/epi.22102
关键词
DNA methylation; Infinium HD array; RRBS; genome-wide; clinical sample; EWAS
资金
- Singapore National Medical Research council
- Agency for Science Technology and Research (A*STAR)
- MRC [MC_UP_A620_1017] Funding Source: UKRI
- Medical Research Council [MC_UP_A620_1017] Funding Source: researchfish
The Infinium Human Methylation450 BeadChip Array (TM) (Infinium 450K) is an important tool for studying epigenetic patterns associated with disease. This array offers a high-throughput, low cost alternative to more comprehensive sequencing-based methodologies. Here we compare data generated by interrogation of the same seven clinical samples by Infinium 450K and reduced representation bisulfite sequencing (RRBS). This is the largest data set comparing Infinium 450K array to the comprehensive RRBS methodology reported so far. We show good agreement between the two methodologies. A read depth of four or more reads in the RRBS data was sufficient to achieve good agreement with Infinium 450K. However, we observe that intermediate methylation values (20-80%) are more variable between technologies than values at the extremes of the bimodal methylation distribution. We describe careful processing of Infinium 450K data to correct for known limitations and batch effects. Using methodologies proposed by others and newly implemented and combined in this report, agreement of Infinium 450K data with independent techniques can be vastly improved.
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