Work

Deciphering epigenetic regulation of enhancers in high‐risk prostate cancer

Year: 2024
Type: article
Abstract: Prostate cancer (PCa) is associated with widespread promoter hypermethylation. We hypothesized that aberrant DNA methylation also targets gene enhancers, modulating their activity and contributing to disease etiology. A patient discovery set (n = 37) was used for differential methylation analysis and biomarker identification using the Infinium methylation EPIC array, on high‐risk (n = 13), low‐risk (n = 11), and histologically benign (n = 13) tissues. Enhancers were primarily hypermethylated. However proportionally, hypomethylated enhancers were more prominent in high‐risk (n = 385, 15%) than low‐risk (n = 105, 10%) disease, primarily targeting genes involved in development and enriched for oncoprotein binding motifs, including FOXA1. The clinical significance of enhancer methylation was evaluated by identifying a 17 enhancer differentially methylated probe (DMP) signature using a Least Absolute Shrinkage and Selection Operator model in the discovery set. A large external dataset (n = 746) obtained from four publicly available prostate tissue methylation array studies was used to assess the enhancer signature through logistic regression models trained on a 2/3 training set and tested in a 1/3 test set. This delivered an area under the curve of 0.81 (95% bootstrapped CI 0.78–0.9) for selective detection of high‐risk PCa, achieving a 0.71 sensitivity and 0.76 specificity. Array‐wide aberrant DNA methylation at enhancers highlighted their epigenetic perturbance in high‐risk disease. A clinically significant enhancer signature from this study could be used for detecting high‐risk PCa.
Language: English
Open Access status: hybrid
Estimated APC paid: $4,580
OpenAlex ID: W4391653719
FWCI: 0.407
Cites: 34
Cited by: 3
Related to: 10