Monitoring the rate and variability of somatic genomic alterations using long-read sequencing.

IF 3.8 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Xingyao Chen, Hagai Ligumsky, Charlie Ambrose, Denisse Sibrian, Brian Tran, Daoud Arif, Olga Castellanos, Darren Kessner, Hanyi Luo, Mukta Ubale, Abigail Coleman, Vaidhyanathan Mahaganapathy, Thomas J Jönsson, Reva K Basho, Jerry S H Lee, Naim Matasci, David B Agus
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Abstract

Cancer initiation occurs when a cell acquires and accumulates mutations in genes involved in the regulation of cell processes: each cell division throughout a person's life introduces novel mutations in the cells' DNA and under normal circumstances, the body is primed to prevent those from leading to cancer. Occasionally, a subset of those mutations escapes those safeguards and might eventually result in the emergence of the disease. To understand the dynamics of accumulation of somatic mutations, we have performed longitudinal whole genome sequencing of DNA obtained from whole blood from healthy individuals and cancer patients using Oxford Nanopore Technologies' Long Read Sequencing. Here we show that the number of somatic single nucleotide variants detected increases with their age and that for specific mutational processes, changes can be detected within months. We computed aggregated metrics for unique participants at each timepoint across types of variants (based on single based substitution molecular signatures) and identified patterns of change both over an individual's lifespan (age) and over the sampling period (months). This study showcases the suitability of long read sequencing of blood DNA for detecting coarse-grained differences over time and enable future development of "state of the system" personalized prevention programs.

使用长读测序监测体细胞基因组改变的速率和变异性。
当细胞在参与细胞过程调节的基因中获得并积累突变时,癌症就开始了:人一生中的每次细胞分裂都会在细胞的DNA中引入新的突变,在正常情况下,身体已经做好了预防这些突变导致癌症的准备。偶尔,这些突变的一个子集会逃脱这些保护措施,最终可能导致疾病的出现。为了了解体细胞突变积累的动态,我们使用牛津纳米孔技术公司的长读测序技术对健康个体和癌症患者的全血DNA进行了纵向全基因组测序。在这里,我们发现检测到的体细胞单核苷酸变异的数量随着年龄的增长而增加,对于特定的突变过程,可以在几个月内检测到变化。我们计算了每个时间点不同类型变异(基于单基取代分子特征)的独特参与者的汇总指标,并确定了个体寿命(年龄)和采样周期(月)的变化模式。这项研究展示了血液DNA长读测序在检测粗粒度差异方面的适用性,并使“系统状态”个性化预防计划的未来发展成为可能。
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
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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