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源自人类运动神经元低甲基化DNA特征的肌萎缩侧索硬化症生物标志物的评估。

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

作者信息

Harvey Calum, Nowak Alicja, Zhang Sai, Moll Tobias, Weimer Annika K, Barcons Aina Mogas, Dos Santos Souza Cleide, Ferraiuolo Laura, Kenna Kevin, Zaitlen Noah, Caggiano Christa, Shaw Pamela J, Snyder Michael P, Mill Jonathan, Hannon Eilis, Cooper-Knock Johnathan

机构信息

University of Sheffield.

University of Florida.

出版信息

Res Sq. 2024 Nov 26:rs.3.rs-5397445. doi: 10.21203/rs.3.rs-5397445/v1.

DOI:10.21203/rs.3.rs-5397445/v1
PMID:39649175
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11623773/
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 of 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.

摘要

肌萎缩侧索硬化症(ALS)缺乏特定的生物标志物,但它是由对运动神经元(MN)具有相对选择性的毒性来定义的。正如其他人所强调的,这为基于检测可获取生物流体中垂死MN释放的DNA来开发一种敏感且特异的生物标志物提供了机会。在这里,我们对来自神经功能正常个体的诱导多能干细胞(iPSC)衍生的MN进行了全基因组亚硫酸氢盐测序(WGBS)。通过将MN甲基化与组织甲基化图谱进行比较,我们得出了一个低甲基化基因组区域的MN特异性特征,这与对MN功能重要的基因相符。通过模拟,我们优化了血浆和脑脊液游离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衍生的DNA。为支持我们的实验发现,我们从理论上表明,较低MN数量的相对稀少对血浆cfDNA中源自MN的比例设定了一个限制,该比例低于WGBS检测阈值。我们的发现对于ALS生物标志物的持续开发很重要。我们得出的MN特异性低甲基化基因组区域可与更灵敏的检测方法有效结合,或许还可与脑脊液而非血浆的研究相结合。事实上,我们证明在脑脊液中可检测到神经元衍生的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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/8be3f23a5b8c/nihpp-rs5397445v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/505d7e7fd604/nihpp-rs5397445v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/fd87fd6bf44d/nihpp-rs5397445v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/09dd49afb2b4/nihpp-rs5397445v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/3783d35a2db6/nihpp-rs5397445v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/8be3f23a5b8c/nihpp-rs5397445v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/505d7e7fd604/nihpp-rs5397445v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/fd87fd6bf44d/nihpp-rs5397445v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/09dd49afb2b4/nihpp-rs5397445v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/3783d35a2db6/nihpp-rs5397445v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40dc/11623773/8be3f23a5b8c/nihpp-rs5397445v1-f0005.jpg

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本文引用的文献

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