Deciphering epigenetic regulation of enhancers in high-risk prostate cancer

IF 3.1 2区 医学 Q2 GENETICS & HEREDITY Genes, Chromosomes & Cancer Pub Date : 2024-02-08 DOI:10.1002/gcc.23218
A. V. Tuzova, B. Moran, N. M. Russell, S. Das, F. Delahaye, R. Silva, C. Barrett, R. W. G. Watson, A. O'Neill, W. M. Gallagher, J. Greally, A. S. Perry
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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.

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解密高风险前列腺癌增强子的表观遗传调控
前列腺癌(PCa)与广泛的启动子超甲基化有关。我们推测,DNA甲基化异常也会靶向基因增强子,调节其活性并导致疾病的发生。我们使用 Infinium 甲基化 EPIC 阵列对患者发现集(n = 37)的高危(n = 13)、低危(n = 11)和组织学良性(n = 13)组织进行了差异甲基化分析和生物标志物鉴定。增强子主要是高甲基化。然而,从比例上看,高风险(n = 385,15%)比低风险(n = 105,10%)疾病中的低甲基化增强子更为突出,主要靶向涉及发育的基因,并富含肿瘤蛋白结合基序,包括 FOXA1。在发现集中使用最小绝对收缩和选择操作器模型确定了17个增强子差异甲基化探针(DMP)特征,从而评估了增强子甲基化的临床意义。从四项公开的前列腺组织甲基化阵列研究中获得的大型外部数据集(n = 746)通过在 2/3 训练集上训练并在 1/3 测试集上测试的逻辑回归模型来评估增强子特征。结果显示,选择性检测高风险 PCa 的曲线下面积为 0.81(95% 引导 CI 0.78-0.9),灵敏度为 0.71,特异性为 0.76。全阵列增强子DNA甲基化异常突显了高风险疾病的表观遗传学扰动。这项研究得出的具有临床意义的增强子特征可用于检测高危PCa。
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来源期刊
Genes, Chromosomes & Cancer
Genes, Chromosomes & Cancer 医学-遗传学
CiteScore
7.00
自引率
8.10%
发文量
94
审稿时长
4-8 weeks
期刊介绍: Genes, Chromosomes & Cancer will offer rapid publication of original full-length research articles, perspectives, reviews and letters to the editors on genetic analysis as related to the study of neoplasia. The main scope of the journal is to communicate new insights into the etiology and/or pathogenesis of neoplasia, as well as molecular and cellular findings of relevance for the management of cancer patients. While preference will be given to research utilizing analytical and functional approaches, descriptive studies and case reports will also be welcomed when they offer insights regarding basic biological mechanisms or the clinical management of neoplastic disorders.
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