首页> 美国卫生研究院文献>Journal of the Endocrine Society >OR32-03 Serum Cell-Free Methylation-Based Signatures Distinguishes Pituitary Tumors According to Functional Status and from Other Neoplasia: A Liquid Biopsy Approach
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OR32-03 Serum Cell-Free Methylation-Based Signatures Distinguishes Pituitary Tumors According to Functional Status and from Other Neoplasia: A Liquid Biopsy Approach

机译:OR 32-03无血清细胞的基于甲基化的签名可根据功能状态和其他肿瘤的垂体肿瘤区分垂体肿瘤:液体活组织检查方法

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摘要

BACKGROUND: Several reports have indicated that distinct epigenomic patterns of pituitary tumors (PT), specifically DNA methylation, distinguish these tumor tissues according to their functionality and could be involved in their pathogenesis. Thus far, molecular diagnosis and classification criteria that guide clinical management of these tumors rely on the tissue profiling obtained by invasive surgical approaches (e.g. excision). However, increasing evidence confirmed that central nervous system (CNS) tumors release cell material into the circulation creating an opportunity for molecular profiling of these tumors using a blood-based liquid biopsy. Considering that 1) the pituitary portal system and the invasion of the cavernous system by PT may facilitate the spillage of tumor cell material into the bloodstream and 2) the stability, cell-specificity and reportedly the role of DNA methylation in PT, we hypothesized that liquid biopsy would be feasible to detect and define specific methylation-based signatures in the serum of patients harboring PT. Methods and Findings: We conducted analyses of the methylomes of paired serum circulating cell-free DNA (cfDNA) and tumor tissue from patients harboring PT (EPIC array) to identify serum-derived pituitary tumor-specific methylation-based signatures (sPTMet n=37) in a cohort comprised by 13 patients with pituitary macroadenomas (9 males; median age: 62; 9 Nonfunctioning/4functioning, 6 invasive/7noninvasive), 4 controls (non-tumor) and patients with other CNS tumors or conditions (114 gliomas, 6 meningiomas, 1 brain metastasis, 1 colloid cyst, 6 radiation necrosis). Unsupervised and supervised analysis indicated that the serum methylome from patients harboring PT was distinct from controls and other CNS diseases. Using the sPTMet as input into a machine learning algorithm, we generated a PT score that classified the serum of an independent cohort as PT or non-PT, with high accuracy. We identified serum-derived differentially methylated probes (DMP, n=3288) that distinguished PT according to their function (functioning and nonfunctioning). When overlapped with an independent cohort, these DMP also distinguished PT tissue according to their functional status. Conclusion: Our results showed the feasibility to identify PT-specific methylation signatures by profiling the methylome of serum cfDNA from patients with PT. These signatures distinguished PT from other CNS tumors and according to their subtypes. These results underpin the potential role of methylation profile and liquid biopsy as a noninvasive approach to assess clinically relevant molecular features. Potentially, tumor-specific serum-derived methylation signature may be used as a diagnostic, prognostic and surveillance tool as well to identify actionable molecular markers in patients with PT.
机译:背景:几个报告表明,垂体肿瘤(Pt)的不同外形元素模式,特别是DNA甲基化,根据其功能区分这些肿瘤组织,并且可以参与其发病机制。到目前为止,分子诊断和分类标准,指导这些肿瘤的临床管理依赖于通过侵入性手术方法(例如切除)获得的组织分析。然而,增加证据证实,中枢神经系统(CNS)肿瘤释放细胞材料进入循环中,使用血基液体活组织检查产生这些肿瘤的分子分析的机会。考虑到1)垂体门户系统和PT的海绵状系统的侵袭可以促进肿瘤细胞材料的溢出到血液中,2)稳定性,细胞特异性和据报道,DNA甲基化在PT中的作用,我们假设这一点液体活检是可行的,可在患有PT患者患者的血清中检测和定义基于甲基化的签名是可行的。方法和结果:我们对患Pt(史诗阵列)的患者的配对血清循环无细胞DNA(CFDNA)和肿瘤组织的甲基瘤进行分析,以鉴定血清衍生的垂体肿瘤特异性甲基化的签名(SPTMET N = 37 )在13例垂体颅脑癌患者(9名男性)组成的群组中,中位数:62; 9; 9个无障碍/ 4次血液化),4个对照(非肿瘤)和其他CNS肿瘤或病症(114个胶质瘤)(114例6脑膜瘤,1脑转移,1粒囊肿,6个辐射坏死)。无监督和监督分析表明,来自患有PT患者的血清甲基族不同于对照和其他CNS疾病。使用SPTMET作为输入到机器学习算法中,我们生成了PT分数,将独立群组的血清分为PT或非PT,高精度。我们鉴定了根据其功能(功能和不障碍)的分类PT的血清衍生的差异甲基化探针(DMP,N = 3288)。当与独立队列重叠时,这些DMP还根据其功能状态区分PT组织。结论:我们的研究结果表明,通过从PT患者分析血清CFDNA的甲基族来鉴定PT特异性甲基化签名的可行性。这些签名与其他CNS肿瘤的PT区分开来,并根据其亚型。这些结果基于甲基化曲线和液检的潜在作用,作为评估临床相关分子特征的非侵入性方法。潜在地,肿瘤特异性血清来源的甲基化签名可以被用作诊断,预后和监视工具,以及以识别患者的PT可操作分子标记。

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