脑脊液ctdna突变和甲基化联合检测用于脑干胶质瘤的微创诊断。

IF 12.8 1区 医学 Q1 ONCOLOGY
Tian Li, Huan Wang, Yujin Wang, Yiying Mai, Pei Wang, Mingxin Zhang, Zhuang Jiang, Luyang Xie, Hang Zhou, Yi Wang, Xiaoou Li, Dan Xiao, Jingyao Geng, Wenhao Wu, Peng Zhang, Liang Wang, Zhen Wu, Junting Zhang, Dandan Cao, Changchun Pan, Liwei Zhang
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引用次数: 0

摘要

背景:遗传和表观遗传谱在脑干胶质瘤(BSG)的治疗中至关重要,其异质性远远超出弥漫性中线胶质瘤的范围,H3K27改变。基于脑脊液(CSF)循环肿瘤DNA (ctDNA)的液体活检提供了获取脑肿瘤分子信息的微创策略,然而由于ctDNA产量有限,在共同检测遗传和表观遗传改变的技术方面存在缺陷。本研究旨在开发一种可靠的微创方法,同时检测BSGs脑脊液ctDNA的突变和甲基化谱,从而提高诊断准确性、预后能力和监测潜力。方法:回顾性分析80例BSG患者138份脑脊液样本和71份组织。公共组织甲基化谱(N = 1016)用于开发H3K27M和IDH突变特异性检测。突变和甲基化共同检测分类器(BSGdiag)在组织队列中进行训练和测试,并在脑脊液样本中进一步验证。定义CSF甲基化风险评分(MRS)并用于预测和监测。结果:甲基化试验显示出强大的三类(H3K27M-mut、IDH-mut和双野生型)分类,在公共数据集、组织队列和CSF样本中的微auc值分别为1.00、0.973和0.813。BSGdiag的敏感性为95.6%,特异性为83.3%,H3K27M亚型的AUC为0.949,csf的三级分类的微AUC为0.990。磁共振分层脑脊液甲基化危险组是独立的预后因素(HR = 2.61, 95% CI: 1.09-6.25, P = 0.032)。即使没有疾病的临床、放射学和脑脊液遗传适应症,脑脊液中的甲基化信息仍然存在,表明其在监测微小残留疾病方面的应用。结论:该研究重新开发了首个用于BSG分子分型的甲基化分析方法,并引入了一种新的方法来共同检测BSG中CSF ctDNA突变和甲基化。BSGdiag通过利用遗传和表观遗传信息增强了ctDNA的效用。它的全面性、微创性、稳健性和可靠性使其在未来的临床应用和试验设计中具有很大的前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Co-detection of mutations and methylations in cerebrospinal fluid ctdna for minimally-invasive diagnosis of brainstem glioma.

Background: Genetic and epigenetic profiles are critical in managing brainstem gliomas (BSG), whose heterogeneity is far beyond the realm of the Diffuse midline glioma, H3K27 altered. Cerebrospinal fluid (CSF) circulating tumor DNA (ctDNA)-based liquid biopsy provides minimally-invasive strategies to acquire molecular information for brain tumors, whereas there is a deficiency in techniques for co-detection of genetic and epigenetic alterations due to the limited yield of ctDNA. This study aims to develop a reliable minimally-invasive approach to simultaneously detect the mutation and methylation profiles in the CSF ctDNA of BSGs, thereby enhancing diagnostic accuracy, prognostic capability, and monitoring potential.

Methods: A cohort of 80 BSG cases with 138 CSF samples and 71 tissues was retrospectively established. Public tissue methylation profiles (N = 1016) were used for the development of H3K27M and IDH mutation-specific assay. The mutation and methylation co-detection classifier (BSGdiag) was trained and tested in tissue cohorts and further validated in CSF samples. CSF Methylation Risk Score (MRS) was defined and used for prognostication and monitoring.

Results: The methylation assay demonstrated robust three-class (H3K27M-mut, IDH-mut and double-wildtype) classification with microAUC values of 1.00, 0.973, and 0.813 across public datasets, tissue cohorts, and CSF samples, respectively. BSGdiag achieved a sensitivity of 95.6%, specificity of 83.3%, and AUC of 0.949 for the H3K27M subtype, and a microAUC of 0.990 for the three-class classification in CSFs. MRS-stratified CSF methylation risk group was an independent prognostic factor (HR = 2.61, 95% CI: 1.09-6.25, P = 0.032). Methylation information in CSF remained even with clinical, radiological and CSF genetic indications of no disease, suggesting its utility in monitoring minimal residual disease.

Conclusions: The study de novo developed the first methylation assay for robust BSG molecular subtyping and introduced a novel methodology for co-detecting CSF ctDNA mutations and methylation in BSGs. The BSGdiag enhances the utility of ctDNA by leveraging both genetic and epigenetic information. Its comprehensiveness, minimal invasiveness, robustness, and reliability make it highly promising for future clinical applications and trial designs.

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来源期刊
CiteScore
18.20
自引率
1.80%
发文量
333
审稿时长
1 months
期刊介绍: The Journal of Experimental & Clinical Cancer Research is an esteemed peer-reviewed publication that focuses on cancer research, encompassing everything from fundamental discoveries to practical applications. We welcome submissions that showcase groundbreaking advancements in the field of cancer research, especially those that bridge the gap between laboratory findings and clinical implementation. Our goal is to foster a deeper understanding of cancer, improve prevention and detection strategies, facilitate accurate diagnosis, and enhance treatment options. We are particularly interested in manuscripts that shed light on the mechanisms behind the development and progression of cancer, including metastasis. Additionally, we encourage submissions that explore molecular alterations or biomarkers that can help predict the efficacy of different treatments or identify drug resistance. Translational research related to targeted therapies, personalized medicine, tumor immunotherapy, and innovative approaches applicable to clinical investigations are also of great interest to us. We provide a platform for the dissemination of large-scale molecular characterizations of human tumors and encourage researchers to share their insights, discoveries, and methodologies with the wider scientific community. By publishing high-quality research articles, reviews, and commentaries, the Journal of Experimental & Clinical Cancer Research strives to contribute to the continuous improvement of cancer care and make a meaningful impact on patients' lives.
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