Evaluation of a biomarker for amyotrophic lateral sclerosis derived from a hypomethylated DNA signature of human motor neurons.

IF 2.1 4区 医学 Q3 GENETICS & HEREDITY
Calum Harvey, Alicja Nowak, Sai Zhang, Tobias Moll, Annika K Weimer, Aina Mogas Barcons, Cleide Dos Santos Souza, Laura Ferraiuolo, Kevin Kenna, Noah Zaitlen, Christa Caggiano, Pamela J Shaw, Michael P Snyder, Jonathan Mill, Eilis Hannon, Johnathan Cooper-Knock
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引用次数: 0

Abstract

Amyotrophic lateral sclerosis (ALS) lacks a specific biomarker, but is defined by relatively selective toxicity to motor neurons (MN). As others have highlighted, this offers an opportunity to develop a sensitive and specific biomarker based on detection of DNA released from dying MN within accessible biofluids. Here we have performed whole genome bisulfite sequencing (WGBS) of iPSC-derived MN from neurologically normal individuals. By comparing MN methylation with an atlas of tissue methylation we have derived a MN-specific signature of hypomethylated genomic regions, which accords with genes important for MN function. Through simulation we have optimised the selection of regions for biomarker detection in plasma and CSF cell-free DNA (cfDNA). However, we show that MN-derived DNA is not detectable via WGBS in plasma cfDNA. In support of our experimental finding, we show theoretically that the relative sparsity of lower MN sets a limit on the proportion of plasma cfDNA derived from MN which is below the threshold for detection via WGBS. Our findings are important for the ongoing development of ALS biomarkers. The MN-specific hypomethylated genomic regions we have derived could be usefully combined with more sensitive detection methods and perhaps with study of CSF instead of plasma. Indeed we demonstrate that neuronal-derived DNA is detectable in CSF. Our work is relevant for all diseases featuring death of rare cell-types.

来自人类运动神经元低甲基化DNA标记的肌萎缩侧索硬化症生物标志物的评估。
肌萎缩性侧索硬化症(ALS)缺乏特异性的生物标志物,但通过对运动神经元(MN)的相对选择性毒性来定义。正如其他人所强调的那样,这为开发一种敏感和特异性的生物标志物提供了机会,该标志物基于检测可接触生物流体中垂死MN释放的DNA。在这里,我们对来自神经正常个体的ipsc衍生的MN进行了全基因组亚硫酸盐测序(WGBS)。通过将MN甲基化与组织甲基化图谱进行比较,我们得出了MN特异性低甲基化基因组区域的特征,这与MN功能重要的基因一致。通过模拟,我们优化了血浆和脑脊液无细胞DNA (cfDNA)中生物标志物检测区域的选择。然而,我们发现通过WGBS在血浆cfDNA中无法检测到mn来源的DNA。为了支持我们的实验发现,我们从理论上表明,MN的相对稀疏性限制了来自MN的血浆cfDNA的比例,该比例低于通过WGBS检测的阈值。我们的发现对ALS生物标志物的持续发展具有重要意义。我们得到的mn特异性低甲基化基因组区域可以有效地与更灵敏的检测方法相结合,也许可以与脑脊液而不是血浆的研究相结合。事实上,我们证明在脑脊液中可以检测到神经元来源的DNA。我们的工作与所有以罕见细胞类型死亡为特征的疾病相关。
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
BMC Medical Genomics
BMC Medical Genomics 医学-遗传学
CiteScore
3.90
自引率
0.00%
发文量
243
审稿时长
3.5 months
期刊介绍: BMC Medical Genomics is an open access journal publishing original peer-reviewed research articles in all aspects of functional genomics, genome structure, genome-scale population genetics, epigenomics, proteomics, systems analysis, and pharmacogenomics in relation to human health and disease.
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