Department of Pulmonary and Critical Care Medicine, Shanghai Institute of Respiratory Disease, Ruijin Hospital, Shanghai Jiaotong University school of Medicine, Shanghai, China.
Research Laboratory of Clinical Virology, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
Int J Cancer. 2020 Jan 1;146(1):103-114. doi: 10.1002/ijc.32511. Epub 2019 Jul 3.
Next-generation sequencing of cell-free circulating DNA (cfDNA) has emerged as promising technique for identifying minimally invasive genomic profiling of tumor cells recently. However, it remains relatively unknown in LAM disease. In our study, paired cfDNA and genomic DNA (gDNA) in blood samples were obtained from 23 LAM patients and seven healthy controls to explore mutations profiles of targeted 70 cancer-related genes. As results, log2-based allele frequencies of mutations in cfDNA were significantly different from those of gDNA. By comparing the mutual mutations identified both in cfDNA and gDNA, a significant correlation was also observed. After removing mutations in gDNA, distinct somatic mutation profiles of cfDNA were observed in LAM patients. Forty of 70 targeted genes had recurrent mutations, of which ATM, BRCA2 and APC showed the highest frequency. Based on the mutation, correlation network constructed of 40 mutated genes, 11 hub genes bearing intensive interactions were highlighted, including BRCA1, BRCA2, RAD50, RB1, NF1, APC, MLH3, ATM, PDGFRA, PALB2 and BLM. Expression of the hub genes showed significant clusters between LAM patients and controls and that RAD50 and BRCA2 had the strongest associations with subject phenotypes. Myogenesis and estrogen response were confirmed to be positively regulated in LAM patients. Collectively, our study provided a landscape of genomic alterations in LAM and discovered several potential driver genes, that is, BRCA2 and RAD50, which shed a substantial light on the clinical application of key molecular markers and potential therapy targets for precision diagnosis and treatment in the future.
新一代测序的无细胞循环 DNA(cfDNA)最近已成为鉴定肿瘤细胞微创基因组分析的有前途的技术。然而,在淋巴管平滑肌瘤病(LAM)中相对未知。在我们的研究中,从 23 例 LAM 患者和 7 例健康对照者的血液样本中获得了配对的 cfDNA 和基因组 DNA(gDNA),以探索靶向 70 个癌症相关基因的突变谱。结果表明,cfDNA 中突变的基于对数 2 的等位基因频率与 gDNA 中的显著不同。通过比较 cfDNA 和 gDNA 中共同鉴定的突变,也观察到显著的相关性。在去除 gDNA 中的突变后,在 LAM 患者中观察到明显不同的 cfDNA 体细胞突变谱。在 70 个靶向基因中有 40 个基因发生了复发性突变,其中 ATM、BRCA2 和 APC 显示出最高的频率。基于突变,构建了由 40 个突变基因组成的关联网络,突出了具有密集相互作用的 11 个枢纽基因,包括 BRCA1、BRCA2、RAD50、RB1、NF1、APC、MLH3、ATM、PDGFRA、PALB2 和 BLM。LAM 患者和对照组之间的枢纽基因表达显示出明显的聚类,RAD50 和 BRCA2 与受试者表型具有最强的相关性。肌生成和雌激素反应被证实是 LAM 患者的正向调控。总之,我们的研究提供了 LAM 基因组改变的全景,并发现了几个潜在的驱动基因,即 BRCA2 和 RAD50,为未来的精准诊断和治疗提供了关键分子标记物和潜在治疗靶点的临床应用提供了重要依据。