Haemato-Oncology Research Unit, Division of Molecular Pathology, The Institute of Cancer Research, Cotswold Rd, Sutton, Surrey, United Kingdom.
Blood. 2013 Jul 11;122(2):219-26. doi: 10.1182/blood-2013-03-487884. Epub 2013 May 22.
Outcome in multiple myeloma is highly variable and a better understanding of the factors that influence disease biology is essential to understand and predict behavior in individual patients. In the present study, we analyzed combined genomewide DNA methylation and gene expression data of patients treated in the Medical Research Council Myeloma IX trial. We used these data to identify epigenetically repressed tumor suppressor genes with prognostic relevance in myeloma. We identified 195 genes with changes in methylation status that were significantly associated with prognosis. Combining DNA methylation and gene expression data led to the identification of the epigenetically regulated tumor modulating genes GPX3, RBP1, SPARC, and TGFBI. Hypermethylation of these genes was associated with significantly shorter overall survival, independent of age, International Staging System score, and adverse cytogenetics. The 4 differentially methylated and expressed genes are known to mediate important tumor suppressive functions including response to chemotherapy (TGFBI), interaction with the microenvironment (SPARC), retinoic acid signaling (RBP1), and the response to oxidative stress (GPX3), which could explain the prognostic impact of their differential methylation. Assessment of the DNA methylation status of the identified genes could contribute to the molecular characterization of myeloma, which is prerequisite for an individualized treatment approach.
多发性骨髓瘤的预后差异很大,深入了解影响疾病生物学的因素对于理解和预测个体患者的疾病行为至关重要。在本研究中,我们分析了接受 MRC 骨髓瘤 IX 临床试验治疗的患者的全基因组 DNA 甲基化和基因表达综合数据。我们利用这些数据来确定与骨髓瘤预后相关的受表观遗传抑制的肿瘤抑制基因。我们发现了 195 个甲基化状态发生变化且与预后显著相关的基因。将 DNA 甲基化和基因表达数据相结合,确定了受表观遗传调控的肿瘤调节基因 GPX3、RBP1、SPARC 和 TGFBI。这些基因的高甲基化与总生存期显著缩短相关,与年龄、国际分期系统评分和不良细胞遗传学无关。这 4 个差异甲基化和表达的基因已知介导重要的肿瘤抑制功能,包括对化疗的反应(TGFBI)、与微环境的相互作用(SPARC)、视黄酸信号(RBP1)和对氧化应激的反应(GPX3),这可以解释它们的差异甲基化对预后的影响。对这些基因的 DNA 甲基化状态进行评估有助于对骨髓瘤进行分子特征分析,这是个体化治疗方法的前提。