血液处理方案对血浆中游离 DNA 片段组学的影响:一步离心法与两步离心法的比较。
Effects of blood-processing protocols on cell-free DNA fragmentomics in plasma: Comparisons of one- and two-step centrifugations.
机构信息
Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, Guiyang 550025, China; BGI Research, Shenzhen 518083, China.
BGI Research, Shenzhen 518083, China.
出版信息
Clin Chim Acta. 2024 Jun 15;560:119729. doi: 10.1016/j.cca.2024.119729. Epub 2024 May 14.
BACKGROUND
Cell-free DNA (cfDNA) fragmentomic characteristics are promising analytes with abundant physiological signals for non-invasive disease diagnosis and monitoring. Previous studies on plasma cfDNA fragmentomics commonly employed a two-step centrifugation process for removing cell debris, involving a low-speed centrifugation followed by a high-speed centrifugation. However, the effects of centrifugation conditions on the analysis of cfDNA fragmentome remain uncertain.
METHODS
We collected blood samples from 10 healthy individuals and divided each sample into two aliquots for plasma preparation with one- and two-step centrifugation processes. We performed whole genome sequencing (WGS) of the plasma cfDNA in the two groups and comprehensively compared the cfDNA fragmentomic features. Additionally, we reanalyzed the fragmentomic features of cfDNA from 16 healthy individuals and 16 COVID-19 patients, processed through one- and two-step centrifugation in our previous study, to investigate the impact of centrifugation on disease signals.
RESULTS
Our results showed that there were no significant differences observed in the characteristics of nuclear cfDNA, including size, motif diversity score (MDS) of end motifs, and genome distribution, between plasma samples treated with one- and two-step centrifugation. The cfDNA size shortening in COVID-19 patients was observed in plasma samples with one- and two-step centrifugation methods. However, we observed a significantly higher relative abundance and longer size of cell-free mitochondrial DNA (mtDNA) in the one-step samples compared to the two-step samples. This difference in mtDNA caused by the one- and two-step centrifugation methods surpasses the pathological difference between COVID-19 patients and healthy individuals.
CONCLUSIONS
Our findings indicate that one-step low-speed centrifugation is a simple and potentially suitable method for analyzing nuclear cfDNA fragmentation characteristics. These results offer valuable guidance for cfDNA research in various clinical scenarios.
背景
无细胞游离 DNA(cfDNA)片段组学特征是一种很有前途的分析物,具有丰富的生理信号,可用于非侵入性疾病诊断和监测。以前关于血浆 cfDNA 片段组学的研究通常采用两步离心法去除细胞碎片,包括低速离心和高速离心。然而,离心条件对 cfDNA 片段组分析的影响尚不确定。
方法
我们收集了 10 名健康个体的血液样本,并将每个样本分为两份,分别采用一步和两步离心法制备血浆。我们对两组血浆 cfDNA 进行了全基因组测序(WGS),并全面比较了 cfDNA 片段组学特征。此外,我们重新分析了之前研究中通过一步和两步离心处理的 16 名健康个体和 16 名 COVID-19 患者的 cfDNA 片段组学特征,以研究离心对疾病信号的影响。
结果
我们的结果表明,一步和两步离心处理的血浆样本中核 cfDNA 的特征,包括大小、末端基序的 motif 多样性评分(MDS)和基因组分布,没有显著差异。在 COVID-19 患者的血浆样本中观察到 cfDNA 大小缩短,但与两步离心相比,一步离心的血浆样本中无细胞线粒体 DNA(mtDNA)的相对丰度和长度明显更高。一步和两步离心方法引起的 mtDNA 差异超过了 COVID-19 患者和健康个体之间的病理差异。
结论
我们的研究结果表明,一步低速离心是分析核 cfDNA 片段化特征的一种简单且有潜力的方法。这些结果为各种临床情况下的 cfDNA 研究提供了有价值的指导。