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Predicting human age by detecting DNA methylation status in hair.
Ting Hao1, Jiangling Guo1, Jinding Liu1
1School of Forensic Medicine, Shanxi Medical University, Jinzhong, Shanxi, P. R. China.
Electrophoresis
|February 25, 2021
Summary
Forensic scientists can now predict chronological age using DNA methylation in scalp hair follicles. This new method offers insights for criminal investigations and judicial expertise, using 10 specific CpG sites.
Area of Science:
- Forensic Science
- Genetics
- Epigenetics
Background:
- DNA methylation patterns change with age, offering a potential biomarker for age prediction.
- Previous age prediction models focused on blood, saliva, and semen, leaving hair unexamined.
- Forensic age estimation is crucial for criminal investigations and judicial processes.
Purpose of the Study:
- To investigate the potential of DNA methylation in hair follicles for chronological age prediction.
- To identify age-related CpG sites in human scalp hair.
- To develop and validate a DNA methylation-based model for age estimation in hair.
Main Methods:
- Measured methylation status of 10 age-related CpG sites using multiplex methylation SNaPshot.
- Analyzed 10 CpG sites from genes including LAG3, SCGN, ELOVL2, KLF14, C1orf132, SLC12A5, GRIA2, and PDE4C.
- Developed and compared four age-prediction models, including multiple linear regression.
Main Results:
- Identified 10 CpG sites strongly correlated with age in hair follicles, with four showing correlation coefficients > 0.7.
- A multiple linear regression model using 10 CpG sites achieved the best performance, with a median absolute deviation of 3.68 years.
- Found no significant differences in methylation based on sex, hair type, or hair color.
Conclusions:
- Chronological age can be reliably estimated from DNA methylation patterns in scalp hair follicles.
- This method allows for simultaneous human identification and age determination from a single hair sample.
- The developed method holds promise for forensic applications, enhancing investigative capabilities.
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