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分析胃癌的突变和蛋白质组异质性提示了一种使用循环肿瘤 DNA 监测治疗后肿瘤负担的有效方法。

Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA.

机构信息

Department of Surgery, Iwate Medical University School of Medicine, Yahaba, Japan.

Molecular Therapeutics Laboratory, Department of Surgery, Iwate Medical University School of Medicine, Yahaba, Japan.

出版信息

PLoS One. 2020 Oct 7;15(10):e0239966. doi: 10.1371/journal.pone.0239966. eCollection 2020.

DOI:10.1371/journal.pone.0239966
PMID:33027286
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7540850/
Abstract

Circulating tumor DNA (ctDNA) is released from tumor cells into blood in advanced cancer patients. Although gene mutations in individual tumors can be diverse and heterogenous, ctDNA has the potential to provide comprehensive biomarker information. Here, we performed multi-region sampling (three sites) per resected specimen from 10 gastric cancer patients followed by targeted sequencing and proteomic profiling using reverse-phase protein arrays. A total of 126 non-synonymous mutations were identified from 30 samples from 10 tumors. Of these, 16 (12.7%) were present in all three regions and were designated as founder mutations. Variant allele frequencies (VAFs) of founder mutations were significantly higher than those of non-founder mutations. Phylogenetic analysis also demonstrated a good concordance between founder and truncal mutations, defined as mutations shared by all simulated clones at the trunk of the tumor phylogenetic tree. These findings led us to prioritize founder mutations for quantitative ctDNA monitoring by digital PCR with individually-designed primer/probe sets. In preoperative plasma, the average ctDNA VAF of founder mutations was significantly higher than that of non-founder mutations (p = 0.039). Proteomic heterogeneity was present across the tumor regions both within and between patients independent of mutational status. Our results suggest that, in practice, mutations having high VAF identified without multi-regional sequencing may be immediately useful for quantitative ctDNA monitoring but do not provide sufficient information to predict the proteomic composition of tumors.

摘要

循环肿瘤 DNA(ctDNA)在晚期癌症患者的肿瘤细胞中释放到血液中。尽管个体肿瘤中的基因突变可能是多样化和异质性的,但 ctDNA 有可能提供全面的生物标志物信息。在这里,我们对 10 名胃癌患者的每个切除标本进行了多区域采样(三个部位),然后使用反相蛋白阵列进行靶向测序和蛋白质组学分析。从 10 个肿瘤的 30 个样本中总共鉴定出 126 个非同义突变。其中,16 个(12.7%)存在于所有三个区域,被指定为创始突变。创始突变的变异等位基因频率(VAF)明显高于非创始突变。系统发育分析还表明,创始突变与主干突变之间具有良好的一致性,主干突变是指在肿瘤系统发育树的主干上所有模拟克隆共有的突变。这些发现促使我们通过数字 PCR 用单独设计的引物/探针集对创始突变进行定量 ctDNA 监测的优先级排序。在术前血浆中,创始突变的平均 ctDNA VAF 明显高于非创始突变(p = 0.039)。无论突变状态如何,肿瘤区域内和肿瘤之间都存在蛋白质组异质性。我们的研究结果表明,在实践中,无需进行多区域测序即可识别出具有高 VAF 的突变可能立即对定量 ctDNA 监测有用,但不能提供足够的信息来预测肿瘤的蛋白质组组成。

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A Pipeline for ctDNA Detection Following Primary Tumor Profiling Using a Cancer-Related Gene Sequencing Panel.一种使用癌症相关基因测序 panel 进行原发性肿瘤分析后 ctDNA 检测的流程。
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