From: Transcription and chromatin determinants of de novo DNA methylation timing in oocytes
Variable | Simple linear regression | Lasso regression | |
---|---|---|---|
Significance (p value) | % variability explained | Coefficient value in the most regularised modelb, c | |
H3K4me3 enrichment, p10 ChIP-seq | 2.34 × 10−6 | 4.8 | N/A |
H3K4me2 enrichment, p10 ChIP-seq | 2.88 × 10−13 | 11.2 | −0.132 |
H3K36me3 enrichment, p10 ChIP-seq | 8.21 × 10−8 | 6.2 | 0.050 |
KDM1A dependence | 1.1 × 10−11 | 9.7 | −0.132 |
KDM1B dependence | 1.5 × 10−12 | 10.5 | −0.106 |
CpG density | 0.000767 | 2.5 | N/A |
%GC content | 0.169199 | 0.9 | N/A |
Transcription level (log-transformed) | 0.000297 | 2.9 | N/A |
Enriched motif occurences (CBCCGCC, CCCMAM, CBCCGGGa) | 3.97 × 10−8 | 6.5 | −0.019 |