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首页> 外文期刊>Proceedings of the National Academy of Sciences of the United States of America >Subclonal phylogenetic structures in cancer revealed by ultra-deep sequencing
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Subclonal phylogenetic structures in cancer revealed by ultra-deep sequencing

机译:超深度测序揭示了癌症的亚克隆系统发育结构

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During the clonal expansion of cancer from an ancestral cell with an initiating oncogenic mutation to symptomatic neoplasm, the occurrence of somatic mutations (both driver and passenger) can be used to track the on-going evolution of the neoplasm. All subclones within a cancer are phylogenetically related, with the prevalence of each subclone determined by its evolutionary fitness and the timing of its origin relative to other subclones. Recently developed massively parallel sequencing platforms promise the ability to detect rare subclones of genetic variants without a priori knowledge of the mutations involved. We used ultra-deep pyro-sequencing to investigate intraclonal diversification at the Ig heavy chain locus in 22 patients with B-cell chronic lymphocytic leukemia. Analysis of a non-polymorphic control locus revealed artifactual insertions and deletions resulting from sequencing errors and base substitutions caused by polymerase misincorporation during PCR amplification. We developed an algorithm to differentiate genuine haplotypes of somatic hypermutations from such artifacts. This proved capable of detecting multiple rare subclones with frequencies as low as 1 in 5000 copies and allowed the characterization of phylogenetic interrelationships among subclones within each patient. This study demonstrates the potential for ultra-deep rese-quencing to recapitulate the dynamics of clonal evolution in cancer cell populations.
机译:在癌症从具有起始致癌突变的祖先细胞向有症状的肿瘤的克隆扩增期间,体细胞突变(驱动子和过客)的发生可用于追踪肿瘤的持续进化。癌症内的所有亚克隆都在系统发育上相关,每个亚克隆的患病率取决于其进化适应性和相对于其他亚克隆的起源时间。最近开发的大规模并行测序平台有望在无需先验所涉突变的情况下检测出罕见的遗传变异亚克隆。我们使用超深度热解测序研究了22例B细胞慢性淋巴细胞性白血病患者Ig重链基因座的克隆内多样性。对非多态性控制基因座的分析显示,由于PCR扩增过程中聚合酶错误掺入导致的测序错误和碱基取代,导致了人为插入和缺失。我们开发了一种算法,可以从这些伪像中区分出真正的体细胞超突变单倍型。事实证明,这种方法能够检测出5000个拷贝中频率低至1的多个稀有亚克隆,并能够表征每个患者内亚克隆之间的系统发育相互关系。这项研究表明,超深度重测序有可能概括癌细胞群体中克隆进化的动力学。

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