Age determination through DNA methylation patterns in fingernails and toenails

DNA甲基化 甲基化 德纳姆 采样(信号处理) 焦测序 生物 DNA 生物信息学 计算生物学 遗传学 计算机科学 基因 基因表达 滤波器(信号处理) 计算机视觉
作者
Kristina Fokias,Lotte Dierckx,Wim Van de Voorde,Bram Bekaert
出处
期刊:Forensic Science International-genetics [Elsevier]
卷期号:64: 102846-102846 被引量:4
标识
DOI:10.1016/j.fsigen.2023.102846
摘要

Over the past decade, age prediction based on DNA methylation has become a vastly investigated topic; many age prediction models have been developed based on different DNAm markers and using various tissues. However, the potential of using nails to this end has not yet been explored. Their inherent resistance to decay and ease of sampling would offer an advantage in cases where post-mortem degradation poses challenges concerning sample collection and DNA-extraction. In the current study, clippings from both fingernails and toenails were collected from 108 living test subjects (age range: 0-96 years). The methylation status of 15 CpGs located in 4 previously established age-related markers (ASPA, EDARADD, PDE4C, ELOVL2) was investigated through pyrosequencing of bisulphite converted DNA. Significant dissimilarities in methylation levels were observed between all four limbs, hence both limb-specific age prediction models and prediction models combining multiple sampling locations were developed. When applied to their respective test sets, these models yielded a mean absolute deviation between predicted and chronological age ranging from 5.48 to 9.36 years when using ordinary least squares regression. In addition, the assay was tested on methylation data derived from 5 nail samples collected from deceased individuals, demonstrating its feasibility for application in post-mortem cases. In conclusion, this study provides the first proof that chronological age can be assessed through DNA methylation patterns in nails.
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