Departments of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21231, USA.
Department of Oncology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China.
Clin Epigenetics. 2021 May 5;13(1):104. doi: 10.1186/s13148-021-01091-9.
Definitive diagnosis of primary central nervous system lymphoma (PCNSL) requires invasive surgical brain biopsy, causing treatment delays. In this paper, we identified and validated tumor-specific markers that can distinguish PCNSL from other CNS tumors in tissues. In a pilot study, we tested these newly identified markers in plasma.
The Methylation Outlier Detector program was used to identify markers in TCGA dataset of 48 diffuse large B-cell lymphoma (DLBCL) and 656 glioblastomas and lower-grade gliomas. Eight methylated markers clearly distinguished DLBCL from gliomas. Marker performance was verified (ROC-AUC of ≥ 0.989) in samples from several GEO datasets (95 PCNSL; 2112 other primary CNS tumors of 11 types). Next, we developed a novel, efficient assay called Tailed Amplicon Multiplexed-Methylation-Specific PCR (TAM-MSP), which uses two of the methylation markers, cg0504 and SCG3 triplexed with ACTB. FFPE tissue sections (25 cases each) of PCNSL and eight types of other primary CNS tumors were analyzed using TAM-MSP. TAM-MSP distinguished PCNSL from the other primary CNS tumors with 100% accuracy (AUC = 1.00, 95% CI 0.95-1.00, P < 0.001). The TAM-MSP assay also detected as few as 5 copies of fully methylated plasma DNA spiked into 0.5 ml of healthy plasma. In a pilot study of plasma from 15 PCNSL, 5 other CNS tumors and 6 healthy individuals, methylation in cg0504 and SCG3 was detectable in 3/15 PCNSL samples (20%).
The Methylation Outlier Detector program identified methylated markers that distinguish PCNSL from other CNS tumors with accuracy. The high level of accuracy achieved by these markers was validated in tissues by a novel method, TAM-MSP. These studies lay a strong foundation for a liquid biopsy-based test to detect PCNSL-specific circulating tumor DNA.
原发性中枢神经系统淋巴瘤(PCNSL)的明确诊断需要进行有创性的脑部活检,这会导致治疗延误。在本文中,我们鉴定并验证了可在组织中区分 PCNSL 与其他中枢神经系统肿瘤的肿瘤特异性标志物。在一项初步研究中,我们在血浆中测试了这些新鉴定的标志物。
使用甲基化异常探测器程序,在 TCGA 数据库中 48 例弥漫性大 B 细胞淋巴瘤(DLBCL)和 656 例胶质母细胞瘤和低级别胶质瘤中识别标记物。8 个甲基化标记物可明确区分 DLBCL 和胶质瘤。在来自多个 GEO 数据集的样本中(95 例 PCNSL;11 种类型的 2112 例其他原发性中枢神经系统肿瘤)验证了标记物的性能(ROC-AUC≥0.989)。接下来,我们开发了一种称为长尾扩增多重甲基化特异性 PCR(TAM-MSP)的新型高效检测方法,该方法使用两个甲基化标记物 cg0504 和与 ACTB 三重化的 SCG3。使用 TAM-MSP 分析了 25 例每种类型的 PCNSL 和 8 种其他原发性中枢神经系统肿瘤的 FFPE 组织切片。TAM-MSP 以 100%的准确率(AUC=1.00,95%CI 0.95-1.00,P<0.001)区分 PCNSL 和其他原发性中枢神经系统肿瘤。TAM-MSP 检测还可检测到掺入 0.5ml 健康血浆中的 5 个完全甲基化的血浆 DNA 拷贝。在对来自 15 例 PCNSL、5 例其他 CNS 肿瘤和 6 例健康个体的血浆的初步研究中,在 15 例 PCNSL 样本中的 3 例(20%)中可检测到 cg0504 和 SCG3 的甲基化。
甲基化异常探测器程序鉴定了可准确区分 PCNSL 和其他中枢神经系统肿瘤的甲基化标记物。通过新型方法 TAM-MSP 在组织中验证了这些标记物的高精度。这些研究为基于液体活检的检测 PCNSL 特异性循环肿瘤 DNA 的方法奠定了坚实的基础。