[HTML][HTML] DNA methylation-based forensic age prediction using artificial neural networks and next generation sequencing

A Vidaki, D Ballard, A Aliferi, TH Miller… - Forensic Science …, 2017 - Elsevier
… was to use age-specific DNA methylation patterns to generate an accurate model for the
prediction of chronological age using data from whole blood. In total, 45 age-associated CpG …

[HTML][HTML] DNA methylation-based measures of biological age: meta-analysis predicting time to death

BH Chen, RE Marioni, E Colicino, MJ Peters… - Aging (Albany …, 2016 - ncbi.nlm.nih.gov
… regarding the predictive power of DNA methylation-based biomarkers of age for mortality [5,6,…
out-performs previous measures of age acceleration when it comes to predicting all-cause …

[HTML][HTML] A novel strategy for forensic age prediction by DNA methylation and support vector regression model

C Xu, H Qu, G Wang, B Xie, Y Shi, Y Yang, Z Zhao… - Scientific reports, 2015 - nature.com
… with age 14,15 . Several studies have built age prediction models using DNA methylation
A multivariate linear model was recently established to predict age based on 102 CpG sites …

[HTML][HTML] Age prediction of human based on DNA methylation by blood tissues

J Zhang, H Fu, Y Xu - Genes, 2021 - mdpi.com
… the DNA methylation did not change at a constant rate with age in life [49]. Here, we intend
to establish an age predictor that uses a nonlinear model and is suitable for all age groups. …

A systematic review and meta-analysis of environmental, lifestyle, and health factors associated with DNA methylation age

J Ryan, J Wrigglesworth, J Loong… - The Journals of …, 2020 - academic.oup.com
… of a person’s chronological age, and an accurate predictor of a person’s functional … age
calculated using these clocks and their chronological age has been shown to be predictive

Platform-independent models for age prediction using DNA methylation data

SR Hong, KJ Shin, SE Jung, EH Lee, HY Lee - Forensic Science …, 2019 - Elsevier
… have actively suggested age-prediction models using DNA methylation at several CpG
sites … With DNA methylation data obtained from each platform, age prediction models were …

[HTML][HTML] DNA methylation-based age prediction from various tissues and body fluids

SE Jung, KJ Shin, HY Lee - BMB reports, 2017 - ncbi.nlm.nih.gov
prediction accuracies. In this review, the changes of age-associated DNA methylation and
the age prediction … applicability of the DNA methylation-based age prediction method to the …

[HTML][HTML] DNA methylation age of human tissues and cell types

S Horvath - Genome biology, 2013 - Springer
… I propose that DNA methylation age measures the cumulative effect of an epigenetic … of
publicly available DNA methylation data sets for defining and evaluating an age predictor. Its …

[HTML][HTML] Age prediction of children and adolescents aged 6-17 years: an epigenome-wide analysis of DNA methylation

C Li, W Gao, Y Gao, C Yu, J Lv, R Lv, J Duan… - Aging (Albany …, 2018 - ncbi.nlm.nih.gov
… of children and to predict the risk of age-related phenotypes and diseases in adulthood. …
develop an age prediction model for children and adolescents using DNA methylation data …

Age-related DNA methylation changes for forensic age-prediction

SH Yi, YS Jia, K Mei, RZ Yang, DX Huang - International journal of legal …, 2015 - Springer
… This study implicates that DNA methylation can be an available biological marker of … paper,
age-related DNA methylation change was introduced as a method to determine the age of a …