DNA methylation at birth in monozygotic twins discordant for pediatric acute lymphoblastic leukemia.
Eric M NickelsShaobo LiSwe Swe MyintKatti ArroyoQianxi FengKimberly D SiegmundAdam J de SmithJoseph L WiemelsPublished in: Nature communications (2022)
Aberrant DNA methylation constitutes a key feature of pediatric acute lymphoblastic leukemia at diagnosis, however its role as a predisposing or early contributor to leukemia development remains unknown. Here, we evaluate DNA methylation at birth in 41 leukemia-discordant monozygotic twin pairs using the Illumina EPIC array on archived neonatal blood spots to identify epigenetic variation associated with development of pediatric acute lymphoblastic leukemia, independent of genetic influence. Through conditional logistic regression we identify 240 significant probes and 10 regions associated with the discordant onset of leukemia. We identify a significant negative coefficient bias, indicating DNA hypomethylation in cases, across the array and enhanced in open sea, shelf/shore, and gene body regions compared to promoter and CpG island regions. Here, we show an association between global DNA hypomethylation and future development of pediatric acute lymphoblastic leukemia across disease-discordant genetically identical twins, implying DNA hypomethylation may contribute more generally to leukemia risk.
Keyphrases
- acute lymphoblastic leukemia
- dna methylation
- genome wide
- acute myeloid leukemia
- gene expression
- allogeneic hematopoietic stem cell transplantation
- bone marrow
- single molecule
- circulating tumor
- copy number
- gestational age
- cell free
- high resolution
- machine learning
- deep learning
- small molecule
- magnetic resonance imaging
- minimally invasive
- circulating tumor cells
- living cells
- childhood cancer