Detection of genome-wide methylation changes in bladder cancer by long-read sequencing of urinary DNA.

IF 4.4 2区 医学 Q1 GENETICS & HEREDITY
Anshita Goel, Benjamin J Tura, Joanne D Stockton, Nicholas Tovey, Luke Ames, Andrew D Beggs, Maurice P Zeegers, Nicholas D James, K K Cheng, Richard T Bryan, Douglas G Ward, Roland Arnold
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Abstract

Background: Non-invasive urine tests for bladder cancer (BC) could reduce dependence on flexible cystoscopy for diagnosis and surveillance. Most recent developments in urine testing are based on targeted detection of genomic and/or epigenomic markers. We hypothesised that long-read whole-genome sequencing of urinary DNA with direct methylation profiling may allow accurate BC detection and insights into disease biology. However, the feasibility of such an approach has not yet been reported.

Methods: We applied long-read whole-genome sequencing with direct methylation detection to urine cell pellet DNA (ucpDNA) from 21 haematuria clinic patients: 13 BCs and 8 non-BCs. The modkit Hidden Markov Model algorithm was used to define differentially methylated regions across the genome. The ability to discriminate between BC and non-BC, and the cellular pathways affected were tested using PCA, h-clust and GSEA.

Results: We observed global hypomethylation and cancer-specific patterns of promoter hypermethylation in urine from BC patients. Sequencing of a single ucpDNA sample per flow cell yielded read depths of 18-34x; furthermore, BC methylation patterns were also evident with 2-5x multiplex sequencing. Copy number changes were also evident in ucpDNAs from BC patients. A limitation of the study is the small number of samples analysed; however, the detection of cancer-specific events demonstrates the feasibility of the approach, both in single and multiplexed flow-cell runs.

Conclusions: Even at low-read depths, genome-wide methylation patterns in urinary DNA reflect the presence of BC, potentially permitting rapid, non-invasive and cost-effective BC detection.

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通过尿液DNA长读测序检测膀胱癌全基因组甲基化变化。
背景:膀胱癌(BC)的无创尿液检查可以减少对柔性膀胱镜诊断和监测的依赖。尿液检测的最新进展是基于基因组和/或表观基因组标记物的靶向检测。我们假设,通过直接甲基化分析对尿DNA进行长读全基因组测序,可以准确检测BC,并深入了解疾病生物学。但是,这种办法的可行性尚未得到报告。方法:对21例血尿临床患者的尿细胞颗粒DNA (ucpDNA)进行长读全基因组测序和直接甲基化检测,其中13例为红细胞,8例为非红细胞。使用modkit隐马尔可夫模型算法定义基因组中的差异甲基化区域。区分BC和非BC的能力,以及受影响的细胞途径使用PCA, h- cluster和GSEA进行测试。结果:我们观察到BC患者尿液中启动子超甲基化的整体低甲基化和癌症特异性模式。每个流式细胞对单个ucpDNA样本测序,读取深度为18-34x;此外,在2-5倍多重测序中,BC甲基化模式也很明显。BC患者的ucpdna拷贝数变化也很明显。该研究的一个局限性是分析的样本数量较少;然而,对癌症特异性事件的检测证明了该方法的可行性,无论是在单流细胞还是多流细胞运行中。结论:即使在低读取深度,尿DNA的全基因组甲基化模式也反映了BC的存在,有可能实现快速、无创和低成本的BC检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
自引率
5.30%
发文量
150
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
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