Back

Conserved Human CpG Dinucleotides Identify Enriched Ageing-related Signals in Developmental Pathways and the Brain

Christofidou, P.; Bell, C. G.

2026-02-20 genomics
10.64898/2026.02.20.707043 bioRxiv
Show abstract

The DNA methylome changes with age. This is observed as both random drift, but also consistent alterations within certain genomic loci enabling the construction of precise age predictors. However, the functionality of these ageing-related modifications remains largely undefined. The CpG dinucleotide is the principal sequence target for these epigenetic DNA marks in differentiated cells. Here, for functional insight, we identified ultra-conserved CpGs (ucCpGs, n [~]167k) lacking observed sequence mutation in large-scale human whole genome datasets (>576k). ucCpGs were enriched, as expected, in lowly-methylated CpG dense loci, due to methylated cytosine hypermutability. Additionally, ucCpGs demonstrated pathogenic evidence (CADD, ClinVar), and enrichment in four-fold degenerate sites, as well as within developmental and ageing-related gene families (AP-2, HOX-L, C2H2-ZNF, etc). Extreme ucCpG clusters ([≥]16 ucCpGs/kb) were enriched for brain-expressed genes, as well as developmental and ageing/mortality pathways. ucCpGs also strongly co-located within ageing-related Differentially Methylated Regions (age-DMRs), highlighting Clustered Protocadherin Gamma, as well as HSPA2 and LHFPL4 genes. These findings further support that functional components of DNAm ageing are intertwined with developmental pathways.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Nature Communications
4913 papers in training set
Top 3%
22.6%
2
Aging Cell
144 papers in training set
Top 0.7%
9.2%
3
Nature Aging
51 papers in training set
Top 0.2%
8.4%
4
Cell Reports
1338 papers in training set
Top 4%
8.2%
5
Clinical Epigenetics
53 papers in training set
Top 0.1%
7.2%
50% of probability mass above
6
eLife
5422 papers in training set
Top 25%
3.6%
7
Communications Biology
886 papers in training set
Top 3%
3.1%
8
Nucleic Acids Research
1128 papers in training set
Top 7%
2.9%
9
Genome Medicine
154 papers in training set
Top 3%
2.7%
10
Scientific Reports
3102 papers in training set
Top 58%
1.7%
11
Computational and Structural Biotechnology Journal
216 papers in training set
Top 5%
1.7%
12
Cell Genomics
162 papers in training set
Top 4%
1.5%
13
Science Advances
1098 papers in training set
Top 23%
1.2%
14
The EMBO Journal
267 papers in training set
Top 3%
1.2%
15
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 38%
1.2%
16
PLOS Genetics
756 papers in training set
Top 12%
1.1%
17
Genome Research
409 papers in training set
Top 3%
1.0%
18
Aging
69 papers in training set
Top 2%
1.0%
19
Molecular Cell
308 papers in training set
Top 9%
0.9%
20
PLOS Biology
408 papers in training set
Top 16%
0.9%
21
Advanced Science
249 papers in training set
Top 18%
0.8%
22
BMC Biology
248 papers in training set
Top 4%
0.7%
23
Nature
575 papers in training set
Top 16%
0.7%
24
Epigenetics
43 papers in training set
Top 1%
0.6%
25
Frontiers in Genetics
197 papers in training set
Top 11%
0.6%