Genetics Branch, National Cancer Institute, Bethesda, MD 20892, USA.
Am J Pathol. 2011 Jul;179(1):55-65. doi: 10.1016/j.ajpath.2011.03.022. Epub 2011 May 13.
We broadly profiled DNA methylation in breast cancers (n = 351) and benign parenchyma (n = 47) for correspondence with disease phenotype, using FFPE diagnostic surgical pathology specimens. Exploratory analysis revealed a distinctive primary invasive carcinoma subclass featuring extreme global methylation deviation. Subsequently, we tested the correlation between methylation remodeling pervasiveness and malignant biological features. A methyl deviation index (MDI) was calculated for each lesion relative to terminal ductal-lobular unit baseline, and group comparisons revealed that high-grade and short-survival estrogen receptor-positive (ER(+)) cancers manifest a significantly higher MDI than low-grade and long-survival ER(+) cancers. In contrast, ER(-) cancers display a significantly lower MDI, revealing a striking epigenomic distinction between cancer hormone receptor subtypes. Kaplan-Meier survival curves of MDI-based risk classes showed significant divergence between low- and high-risk groups. MDI showed superior prognostic performance to crude methylation levels, and MDI retained prognostic significance (P < 0.01) in Cox multivariate analysis, including clinical stage and pathological grade. Most MDI targets individually are significant markers of ER(+) cancer survival. Lymphoid and mesenchymal indexes were not substantially different between ER(+) and ER(-) groups and do not explain MDI dichotomy. However, the mesenchymal index was associated with ER(+) cancer survival, and a high lymphoid index was associated with medullary carcinoma. Finally, a comparison between metastases and primary tumors suggests methylation patterns are established early and maintained through disease progression for both ER(+) and ER(-) tumors.
我们广泛分析了 351 例乳腺癌和 47 例良性实质的 DNA 甲基化情况(n = 351)和良性实质(n = 47),并与疾病表型相对应,使用 FFPE 诊断性外科病理标本。探索性分析显示,一种具有极端全局甲基化偏差的独特原发性浸润性癌亚类。随后,我们测试了甲基化重塑普遍性与恶性生物学特征之间的相关性。计算了每个病变相对于终末导管小叶单位基线的甲基化偏差指数(MDI),组间比较显示,高级别和短生存期雌激素受体阳性(ER(+))癌症的 MDI 明显高于低级别和长生存期 ER(+)癌症。相比之下,ER(-)癌症的 MDI 明显较低,揭示了癌症激素受体亚型之间引人注目的表观基因组差异。基于 MDI 的风险分类的 Kaplan-Meier 生存曲线显示低风险组和高风险组之间存在显著差异。MDI 比原始甲基化水平具有更好的预后性能,并且在包括临床分期和病理分级在内的 Cox 多变量分析中,MDI 保留了预后意义(P < 0.01)。大多数 MDI 靶标本身是 ER(+)癌症生存的重要标志物。ER(+)和 ER(-)组之间的淋巴和间充质指数没有明显差异,并且不能解释 MDI 的二分法。然而,间充质指数与 ER(+)癌症的生存相关,高淋巴指数与髓样癌相关。最后,对转移灶和原发灶的比较表明,ER(+)和 ER(-)肿瘤的甲基化模式在疾病进展过程中很早就建立并保持。