Back

Systematic investigation of interindividual variation of DNA methylation in human whole blood

Grant, O. A.; Kumari, M.; Schalkwyk, L. C.; Zabet, N. R.

2024-01-31 genomics
10.1101/2024.01.29.577703 bioRxiv
Show abstract

Interindividual genetic variability is well characterised, but we still lack a complete catalogue of loci displaying variable and stable epigenetic patterns. Here, we report a catalogue of stable and variable interindividual DNA methylation in human whole blood by analysing the DNA methylation patterns in 3642 individuals using the IlluminaEPIC array. Our results showed that 41,216 CpGs display stable methylation (SMPs) and 34,972 CpGs display variable methylation levels (VMPs). This catalogue will be a useful resource for interpretation of results when associating epigenetic signals to phenotypes. We observed that SMPs are highly enriched in CpG islands, depleted at CpG shelves and open sea regions of the genome. In addition, we found that the VMPs were under higher genetic control than the SMPs and that trans mQTL pairs are often located in the same TAD or connected by chromatin loops. A subset of these VMPs (784) were classified as putative epialleles and our results demonstrate that these loci located in regulatory regions exhibit a link with gene expression.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Epigenetics
43 papers in training set
Top 0.1%
25.7%
2
Clinical Epigenetics
53 papers in training set
Top 0.1%
9.2%
3
Epigenetics & Chromatin
42 papers in training set
Top 0.1%
8.4%
4
Frontiers in Genetics
197 papers in training set
Top 0.6%
7.2%
50% of probability mass above
5
Bioinformatics
1061 papers in training set
Top 4%
6.3%
6
Scientific Reports
3102 papers in training set
Top 24%
4.9%
7
BMC Genomics
328 papers in training set
Top 0.5%
4.3%
8
Nucleic Acids Research
1128 papers in training set
Top 7%
3.1%
9
PLOS ONE
4510 papers in training set
Top 43%
2.9%
10
Genome Medicine
154 papers in training set
Top 3%
2.4%
11
Computational and Structural Biotechnology Journal
216 papers in training set
Top 4%
1.8%
12
Genome Research
409 papers in training set
Top 2%
1.7%
13
Genomics
60 papers in training set
Top 1%
1.5%
14
Genome Biology
555 papers in training set
Top 5%
1.5%
15
Nature Communications
4913 papers in training set
Top 53%
1.5%
16
European Journal of Human Genetics
49 papers in training set
Top 0.9%
1.2%
17
Genes
126 papers in training set
Top 2%
1.1%
18
Human Molecular Genetics
130 papers in training set
Top 3%
0.9%
19
Gene
41 papers in training set
Top 2%
0.9%
20
NAR Genomics and Bioinformatics
214 papers in training set
Top 4%
0.7%
21
International Journal of Molecular Sciences
453 papers in training set
Top 18%
0.6%
22
Molecular Omics
21 papers in training set
Top 0.5%
0.6%