Department of Biology and Chemistry, College of Sciences, National University of Defense Technology, Changsha, China.
Jiuquan Satellite Launch Centre, Jiuquan, China.
Clin Pharmacol Ther. 2024 May;115(5):993-1006. doi: 10.1002/cpt.3125. Epub 2023 Dec 15.
Circulating tumor DNA (ctDNA) analysis increasingly provides a promising minimally invasive alternative to tissue biopsies in precision oncology. However, there are no ctDNA analysis approaches available in nasopharyngeal carcinoma (NPC) and current methods of ctDNA mutation profiling have limited resolution because of the high background noise and false-positive rate caused by benign variants in plasma cell-free DNA (cfDNA), majorly generated during clonal hematopoiesis. Although personalized parallel white blood cell genome sequencing suppresses the noise of clonal hematopoiesis variances, the system cost and complexity restrict its extensive application in clinical settings. We developed Matched WBC Genome sequencing Independent CtDNA profiling (MaGIC) approaches, which synergically integrated a ctDNA capturing panel for a hybrid capture cfDNA deep sequencing, in silico background elimination, and a reliable readout measurement. We profiled the ctDNAs of 80 plasma samples from 40 patients with NPC before and during chemotherapy by MaGICs. In addition, the public cfDNA sequencing data and The Cancer Genome Atlas project data were analyzed by MaGICs to evaluate their application in other scenarios of patient classification. The MaGIC version-2 has the ability to predict the chemosensitivity of patients with NPC with high accuracy by utilizing a single sample of liquid biopsy from each patient prior to a standardized treatment regimen. Moreover, both versions of MaGICs are of ideal performance in the diagnosis of patients with prostate cancer by liquid biopsy and prognosis prediction of multiple cancers by tissue biopsy. This study has the potential to enhance the sensitivity and expand the application scope of ctDNA detection, independently of other paired genome sequencing methods. As a result, it might further increase the clinical utilization of liquid biopsy based on ctDNA.
循环肿瘤 DNA(ctDNA)分析越来越多地为精准肿瘤学中的组织活检提供了一种有前途的微创替代方法。然而,在鼻咽癌(NPC)中没有可用的 ctDNA 分析方法,并且当前的 ctDNA 突变分析方法由于血浆无细胞 DNA(cfDNA)中的良性变体(主要由克隆性造血产生)引起的高背景噪声和假阳性率而分辨率有限。尽管个性化平行白细胞基因组测序抑制了克隆性造血变异的噪声,但该系统的成本和复杂性限制了其在临床环境中的广泛应用。我们开发了匹配白细胞基因组测序独立 ctDNA 分析(MaGIC)方法,该方法协同整合了用于杂交捕获 cfDNA 深度测序的 ctDNA 捕获面板、计算机背景消除和可靠的读数测量。我们通过 MaGIC 对 40 名 NPC 患者化疗前后的 80 个血浆样本进行了 ctDNA 分析。此外,还通过 MaGIC 分析了公共 cfDNA 测序数据和癌症基因组图谱项目数据,以评估它们在其他患者分类场景中的应用。MaGIC 版本 2 具有通过在每个患者进行标准化治疗方案之前从每个患者的单个液体活检样本中利用来准确预测 NPC 患者化疗敏感性的能力。此外,MaGIC 的两个版本在通过液体活检诊断前列腺癌患者和通过组织活检预测多种癌症的预后方面均具有理想的性能。这项研究有可能提高 ctDNA 检测的灵敏度并扩大其应用范围,而无需其他配对基因组测序方法。因此,它可能会进一步增加基于 ctDNA 的液体活检的临床应用。