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The Development of Age Estimation Model for Unidentified Individuals Based on Mitochondrial DNA Methylation Changes

The Development of Age Estimation Model for Unidentified Individuals Based on Mitochondrial DNA Methylation Changes
基于线粒体DNA甲基化变化的身份不明个体年龄估计模型的建立
批准号:
22KJ0206
负责人:
GUAN XUETING
金额:
$1.41万
依托单位:
依托单位国家:
日本
项目类别:
Grant-in-Aid for JSPS Fellows
财政年份:
2023
资助国家:
日本
项目状态:
已结题
起止时间:
2023-03-08 至 2024-03-31

项目摘要

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中文摘要
翻译
为了进一步研究线粒体基因组与年龄相关的DNA甲基化模式,总共收集了10份血液样本(22-94岁),如果有的话,来自同一肋骨捐赠者。对所有血样进行DNA提取、定量和亚硫酸氢盐转化。对18个肋骨标本进行9个感兴趣区(ROI)的扩增,并在MiSeq平台(Illumina)上进行测序。还对两个甲基化对照(0%和100%)进行了测序,以确保测序质量。在Ubuntu上对原始数据进行修剪,用CLC-Genology Workbench 11(Qiagen)进行比对和差异DNA甲基化调用,测序质量得到改善,每个ROI的平均阅读深度为3010个阅读。两个感兴趣区(OLS和CytoB)与年龄呈弱相关。Cyto2的一个CpG位点与年龄呈正相关,依次为12S(R=0.587)、G11778A(R=0.534)、启动子(-)(R=0.334)和16S(R=0.331)。而ND5的一个CpG位点与年龄呈负相关,相关系数为0.587,其次是细胞因子1(R=-0.495)。由于样本量小,采集了42份血液样本(21-94岁),并按照上述相同的工作流程对9个ROI进行了测序。出乎意料的是,在大多数样本中观察到了中等甲基化水平(40%-60%),导致与年龄增长的相关性可以忽略不计。
英文摘要
To further investigate the age-related DNA methylation pattern of mitochondrial genome, a total number of 10 blood samples (22-94 y.o) was collected from the same rib donor if available. All blood samples were subjected to DNA extraction, quantification and bisulfite conversion. The amplification of 9 regions of interests (ROIs), which have been analyzed with 18 rib samples, was performed then sequenced on Miseq platform (Illumina). Two methylated controls(0% and 100%) were also sequenced to ensure the quality of sequencing. Raw data were trimmed on Ubuntu, the alignment and differential DNA methylation calling were performed by CLC-Genomics Workbench 11 (Qiagen).As a result, the quality of sequencing has improved with a mean depth of 3010 reads at each ROI. Two ROIs (OLS and CytoB) showed weak correlations with aging. One CpG site at Cyto2 showed a positive correlation of 0.74 with aging, followed by 12S(R=0.587), G11778A(R=0.534), Promoter(-)(R=0.334)and 16S(R=0.331). While one CpG site at ND5 showed a negative correlation of 0.587 with aging, followed by Cyto1(R=-0.495). Owing to small sample size, 42 blood samples (21-94 y.o) were collected and proceeded to the sequencing of 9 ROIs followed by the same workflow as mentioned above. Unexpectedly, moderate methylation levels (40%-60%) were observed with most samples, leading to negligible correlations with increasing age.
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8
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