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. 2016 May 5;32(17):2659–2663. doi: 10.1093/bioinformatics/btw285

Table 1.

Effect of various bias correction methods on methylation concordance for 19 pairs of duplicate samples evaluated using mean-centered correlation coefficient (larger is better) and average absolute methylation difference (smaller is better)

Infinium I
Infinium II
Method Ra Pb MethDiffc Pb Ra Pb Methdiffc Pb
RAW 0.449 Ref 2.182 Ref 0.387 ref 3.165 ref
BMIQ 0.449 Ref 2.182 Ref 0.428 0.024 2.782 9.1×103
SWAN 0.446 0.625 2.223 0.900 0.436 7.3×103 2.499 3.5×104
RCP 0.449 Ref 2.182 Ref 0.500§ 6.5×104 2.354 2.8×104

Although all methods provide improvement over unadjusted type II probe raw data, RCP is significantly better than BMIQ and SWAN.

aAverage mean-centered correlation coefficient for 19 duplicate-pairs.

bBased on one-sided Student’s paired T-test against raw result.

cMethDiff: Average mean absolute methylation beta value difference (%) for 19 duplicate pairs.

§P-values of one-sided Student’s paired T-test of RCP result against BMIQ result and SWAN result are 4.8×103 and 2.9×104 respectively.

P-values of one-sided Student’s paired T-test of RCP result against BMIQ result and SWAN result are 2.8×104 and 0.019 respectively.