White Michael G, Nagar Sapna, Aschebrook-Kilfoy Briseis, Jasmine Farzana, Kibriya Muhammad G, Ahsan Habibul, Angelos Peter, Kaplan Edwin L, Grogan Raymon H
Endocrine Surgery Research Program, Department of Surgery, The University of Chicago, Chicago, IL, USA.
Department of Public Health Sciences, The University of Chicago, Chicago, IL, USA.
Ann Surg Oncol. 2016 Jul;23(7):2302-9. doi: 10.1245/s10434-016-5185-4. Epub 2016 Mar 15.
Alterations in DNA methylation have been demonstrated in a variety of malignancies, including papillary thyroid cancer (PTC). The full extent of dysregulation in PTC and the downstream affected pathways remains unclear. Here we report a genome-wide analysis of PTC methylation, the dysregulation of various canonical pathways, and assess its potential as a diagnostic test.
A discovery set utilized 49 PTCs and matched normal controls from The Cancer Genome Atlas. Another set of 16 PTCs and 13 normal controls were used as a replication set. Genome-wide methylation analysis was done using Illumina 450 K methylation chips. Differentially methylated loci (DML) were identified by comparing PTC and matched normal tissues. DML were defined as false-discovery rate p < 0.05 and absolute Δβ ≥ 0.2. DML were then analyzed for pathway and disease commonalities using Qiagen Ingenuity Pathway Analysis.
Of 485,577 CpG sites analyzed, 1226 DML were identified in our discovery and replication sets, and 1061 (86.5 %) DML showed hypomethylation when comparing tumor with normal tissue. Support vector machine classification was able to differentiate benign from malignant tissue in 107 (94.7 %) of 113 tested samples, including 15 (83.3 %) of 18 samples lacking a clearly deleterious mutation. Statistically significant associations with multiple canonical pathways, diseases, and biofunctions were observed including PI3K, PTEN, wnt/β-catenin, and p53.
Epigenetic dysregulation of multiple canonical pathways are associated with the development of PTC. This methylation signature shows promise as a future adjunctive screening test for thyroid nodules.
DNA甲基化改变已在包括乳头状甲状腺癌(PTC)在内的多种恶性肿瘤中得到证实。PTC中失调的全部程度以及下游受影响的途径仍不清楚。在此,我们报告了PTC甲基化的全基因组分析、各种经典途径的失调情况,并评估了其作为诊断测试的潜力。
发现集使用了来自癌症基因组图谱的49例PTC及其匹配的正常对照。另一组16例PTC和13例正常对照用作复制集。使用Illumina 450K甲基化芯片进行全基因组甲基化分析。通过比较PTC和匹配的正常组织来鉴定差异甲基化位点(DML)。DML定义为错误发现率p < 0.05且绝对Δβ≥0.2。然后使用Qiagen Ingenuity Pathway Analysis对DML进行途径和疾病共性分析。
在分析的485,577个CpG位点中,我们在发现集和复制集中鉴定出1226个DML,与正常组织相比,1061个(86.5%)DML表现出低甲基化。支持向量机分类能够在113个测试样本中的107个(94.7%)中区分良性和恶性组织,包括18个缺乏明显有害突变的样本中的15个(83.3%)。观察到与多种经典途径、疾病和生物功能存在统计学上的显著关联,包括PI3K、PTEN、wnt/β-连环蛋白和p53。
多种经典途径的表观遗传失调与PTC的发生有关。这种甲基化特征有望成为未来甲状腺结节辅助筛查测试。