Methylomic trajectories across human fetal brain development
Helen Spiers (1), Eilis Hannon (2), Leonard C. Schalkwyk (3), Rebecca Smith (1), Chloe C.Y. Wong (1), Michael C. O'Donovan (4),
Nicholas J. Bray (1), Jonathan Mill (1,2)
Epigenetic processes play a key role in orchestrating transcriptional regulation during development. The importance of DNA methylation
in fetal brain development is highlighted by the dynamic expression of de novo DNA methyltransferases during the perinatal period and
neurodevelopmental deficits associated with mutations in the methyl-CpG binding protein 2 (MECP2) gene. However, our knowledge about
the temporal changes to the epigenome during fetal brain development has, to date, been limited. We quantified genome-wide patterns of
DNA methylation at ~400,000 sites in 179 human fetal brain samples (100 male, 79 female) spanning 23 to 184 days post-conception. We
identified highly significant changes in DNA methylation across fetal brain development at >7% of sites, with an enrichment of loci
becoming hypomethylated with fetal age. Sites associated with developmental changes in DNA methylation during fetal brain development
were significantly under-represented in promoter regulatory regions but significantly over-represented in regions flanking CpG islands
(shores and shelves) and gene bodies. Highly significant differences in DNA methylation were observed between males and females at a
number of autosomal sites, with a small number of regions showing sex-specific DNA methylation trajectories across brain development.
Weighted gene co-methylation network analysis (WGCNA) revealed discrete modules of co-methylated loci associated with fetal age that are
significantly enriched for genes involved in neurodevelopmental processes. This is, to our knowledge, the most extensive study of DNA
methylation across human fetal brain development to date, confirming the prenatal period as a time of considerable epigenomic plasticity.
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- University of Exeter Medical School, University of Exeter, Exeter, UK
- School of Biological Sciences, University of Essex, Colchester, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK
Trajectories of DNA hydroxymethylation across human brain development
Helen Spiers (1), Eilis Hannon (2), Leonard Schalkwyk (3), Nicholas J. Bray (4), Jonathan Mill (1,4)
Epigenetic processes contribute to the regulation of genomic functions that underpin development and differentiation. Recent research
from our group found that, as the human brain develops, highly dynamic changes in DNA methylation occur across the genome. This previous
study utilised the primary DNA pre-treatment method for quantification of DNA methylation; sodium bisulfite conversion of DNA. It is now
recognised that this method does not distinguish DNA methylation from DNA hydroxymethylation, therefore, previously reported DNA
methylation measures instead represent total DNA modifications (DNA methylation and DNA hydroxymethylation). Although DNA hydroxymethylation
is enriched in the central nervous system little is known about its neurodevelopmental dynamics and broader functional importance, hence,
the primary goal of this study was to further characterise the behaviour of DNA hydroxymethylation across human brain development. Using the
novel approach of oxidative bisulfite treatment of genomic DNA in conjunction with the Illumina HumanMethylation450 BeadChip, genome-wide
levels of DNA hydroxymethylation were quantified in a collection of human fetal brain samples (n = 71; n = 35 male and n = 36 female)
spanning 23 to 184 days post-conception (DPC). Bonferroni significant (P < 1.67E-07) changes in DNA hydroxymethylation with fetal brain
development were identified at 62 autosomal sites. Applying a discovery significance threshold of P < 5E-05 revealed 2181 autosomal
probes associated with fetal brain development, these were enriched for sites displaying decreasing DNA hydroxymethylation with DPC. A
total of 32 probes displayed sex-differences in DNA hydroxymethylation at P < 5E-05. Weighted gene co-expression network analysis (WGCNA)
identified X discrete modules of co-hydroxymethylated loci associated with fetal DPC that are significantly enriched for genes involved in
neurodevelopmental processes. This study represents the first systematic analysis of DNA hydroxymethylation dynamics associated with human
fetal brain development.
- Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- University of Exeter Medical School, University of Exeter, Exeter, UK
- School of Biological Sciences, University of Essex, Colchester, UK
- MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of Medicine, Cardiff, UK