Profiling DNA Methylation Differences Between Inbred Mouse Strains on the Illumina Human Infinium MethylationEPIC Microarray
Hemant GujariD, Jane W. LiangiD, Nicholas C. WongiD, Khyobeni MozhuiiD
Abstract
The Illumina Infinium MethylationEPIC provides an efficient platform for profiling DNA methylation in humans at over 850,000 CpGs. Model organisms such as mice do not currently benefit from an equivalent array. Here we used this array to measure DNA methylation in mice. We defined probes targeting conserved regions and performed a comparison between the array-based assay and affinity-based DNA sequencing of methyl-CpGs (MBD-seq). Mouse samples consisted of 11 liver DNA from two strains, C57BL/6J (B6) and DBA/2J (D2), that varied widely in age. Linear regression was applied to detect differential methylation. In total, 13,665 probes (1.6% of total probes) aligned to conserved CpGs. Beta-values ({beta}-value) for these probes showed a distribution similar to that in humans. Overall, there was high concordance in methylation signal between the EPIC array and MBD-seq (Pearson correlation r = 0.70, p-value 0.7). In terms of differential methylation, no EPIC probe detected significant difference between age groups at a Benjamini-Hochberg threshold of 10%, and the MBD-seq performed better at detecting age-dependent change in methylation. However, the top most significant probe for age (cg13269407; uncorrected p-value = 1.8 x 10-5) is part of the clock CpGs used to estimate the human epigenetic age. For strain, 219 Infinium probes detected significant differential methylation (FDR cutoff 10%) with [~]80% CpGs associated with higher methylation in D2. This higher methylation profile in D2 compared to B6 was also replicated by the MBD-seq data. To summarize, we found only a small subset of EPIC probes that target conserved sites. However, for this small subset the array provides areliable assay of DNA methylation and can be effectively used to measure differential methylation in mice.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 23
- FWCI
- 0.80
- Field percentile
- top 32%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Epigenetic clocks for mice based on age-associated regions that are conserved between mouse strains and human
Juan-Felipe Perez-Correa, Vithurithra Tharmapalan, … Wolfgang Wagner·Frontiers in Cell and Developmental BiologyPeer-reviewed·Jun 3, 2022
- DNA Methylation Dynamics and Dysregulation Delineated by High-Throughput Profiling in the Mouse
Wanding Zhou, Toshinori Hinoue, … Peter W. Laird·Cell GenomicsPeer-reviewed·Jul 1, 2022
- Evaluating DNA methylation age on the Illuminas methylationEPIC BeadChip
Radhika Dhingra, Lydia Coulter Kwee, … Cavin K Ward-Caviness·PLoS ONEPeer-reviewed·Apr 19, 2019
- Seven-CpG DNA Methylation Age determined by Single Nucleotide Primer Extension and Illumina's Infinium MethylationEPIC array provide highly comparable results
Valentin Max Vetter, Christian Humberto Kalies, … Ilja Demuth·Frontiers in GeneticsPeer-reviewed·Jan 17, 2022
- A mammalian methylation array for profiling methylation levels at conserved sequences
A Arneson, Amin Haghani, … Steve Horvath·Nature CommunicationsPeer-reviewed·Feb 10, 2022
- Cross-Platform Calibration of Epigenetic Age Between the EPICv2 and MSA Arrays
Yui Tomo, Tatsuma Shoji, Ryo Nakaki·bioRxiv·Aug 5, 2026