An unbiased approach to measure aberrant DNA methylation alterations

B Bradley M. Downs J Jiumei Hu J Joon Soo Park H Hanran Lei T Tza-Huei Wang T Thomas R. Pisanic K Kuangwen Hsieh T Tra My Hoang

Abstract

Abstract The ability to accurately measure aberrant DNA methylation levels is integral to the understanding of DNA methylation biology. It is well-established that in cancer, the largest, and thus, most biologically important absolute gains of DNA methylation levels occur at CpG sites with low native levels while the largest losses occur at CpG sites with high native levels. Conventional wisdom assumes that the observed association between the degree of the alterations and the native levels are largely due to the limitations of change within the DNA methylation scale. Here, we present evidence that this association is largely caused by alterations occurring as a global rate of change relative to the native level. We show that DNA methylation alterations can be accurately compared by calculating the rate of change relative to the native level. Most importantly, this approach enables the identification of more biologically significant DNA methylation alterations.

Article Details

Volume / Issue Vol. 17, Issue 1
Published March 27, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (8)

B

Bradley M. Downs

J

Jiumei Hu

J

Joon Soo Park

H

Hanran Lei

T

Tza-Huei Wang

T

Thomas R. Pisanic

K

Kuangwen Hsieh

T

Tra My Hoang