bioRxiv Science⌕ Search

Biology subjects

Mallabar-Rimmer, B.

Publications and source records attributed to Mallabar-Rimmer, B..

2 recordsLinked to original sources

DNA methylation signatures of mismatch repair-deficient colorectal cancer

BackgroundColorectal cancer (CRC) is a molecularly heterogeneous disease shaped by both genetic and epigenetic alterations. Approximately 15% of CRCs display widespread CpG island hypermethylation, known as the CpG Island Methylator Phenotype (CIMP). CIMP-high (CIMP-H) tumours frequently exhibit MLH1 promoter hypermethylation, leading to mismatch repair deficiency (MMRd) and microsatellite instability (MSI). However, DNA methylation patterns associated with MSI, independent of CIMP and MLH1 silencing, and the influence of clinical variables such as anatomical location and patient age on the CRC methylome remain poorly characterised. MethodsWe performed epigenome-wide DNA methylation profiling of 259 primary CRC tissue samples using the Illumina EPICv2 array, comparing differential methylation between MSI and microsatellite stable (MSS) CRC, adjusting for tumour purity, MLH1 promoter methylation, CIMP status, and anatomical location, to account for known confounders. We further evaluated the independent effects of anatomical location and patient age on global methylation patterns. ResultsEpigenome-wide differential methylation between MSS and MSI CRC was dominated by MLH1 promoter hypermethylation. After adjusting for MLH1 hypermethylation and CIMP status, we identified a distinct set of 656 CpG sites associated with MMRd independent of MLH1 silencing. These included hypermethylation at LRP6, GSK3{beta}, and CDK12, implicating altered WNT signalling and transcriptional regulation pathways. Comparison of MSI subgroups revealed the co-occurrence of MLH1 hypermethylation with promoter hypermethylation at TXNRD1. Anatomical location showed a strong independent effect on methylation patterns, while we observed only modest effects of patient age on the CRC methylome after adjustment for confounders. ConclusionsWe identified a distinct methylation profile distinguishing MSS and MSI CRC, including MLH1-independent markers of MMRd, as well as novel differentially methylated loci within MSI subgroups. We further showed that anatomical location has a strong independent impact on the CRC methylome. Together, these findings refine the molecular characterisation of CRC and highlight potential epigenetic markers that could inform patient stratification and precision oncology.

cancer biology↗

Re-annotating the EPICv2 manifest with genes, intragenic features, and regulatory elements

MotivationThe Illumina Infinium MethylationEPIC v2.0 BeadChip (EPICv2 array) is a microarray for quantification of DNA methylation at sites across the human genome, succeeding previous iterations of the platform, including the HumanMethylationEPIC BeadChip (EPICv1 array). An open source manifest file provided by the manufacturer maps array probes to genes and regulatory features. However, due to a change in strategy, it is no longer consistent with annotations for previous versions of the technology. We therefore generated an extended EPICv2 manifest, to improve backwards-compatibility with EPICv1 and provide a more comprehensive framework for interpreting DNA methylation data. ResultsUsing public databases and the genomic coordinates of probes, we mapped the 923,452 sites assayed on the Illumina EPICv2 array, comprehensively annotating genes and regulatory elements. We also replicated the manufacturers approach of annotating sites in the regions <=200bp and 201-1500bp upstream of a transcription start site (the TSS200 and TSS1500), ensuring backwards-compatibility with existing pipelines for Illumina methylation array data. We found that 731,759 EPICv2 array sites (79.24% of all sites on the array) are located within a gene body (exon, intron, or UTR) according to the GENCODE Human release 49 (GENCODEv49) database. We additionally labelled sites located in a promoter or enhancer according to the GeneHancer database. Finally, the re-annotated manifest labels which sites are required for the Horvath DNA Methylation Age Calculator and MethylDetectR epigenetic clocks, to facilitate data preparation for these tools. Availability and ImplementationThe re-annotated manifest is freely available at https://doi.org/10.5281/zenodo.14933468. The re-annotation code is on GitHub: https://github.com/bethan-mallabar-rimmer/EPICv2_manifest.

bioinformatics↗