| Literature DB >> 33707346 |
Anna Woźniak1, Antonia Heidegger2, Danuta Piniewska-Róg3, Ewelina Pośpiech4, Catarina Xavier2, Aleksandra Pisarek4, Ewa Kartasińska1, Michał Boroń1, Ana Freire-Aradas5, Marta Wojtas3, Maria de la Puente2,5, Harald Niederstätter2, Rafał Płoski6, Magdalena Spólnicka1, Manfred Kayser7, Christopher Phillips5, Walther Parson2,8, Wojciech Branicki1,4.
Abstract
DNA methylation is known as a biomarker for age with applications in forensics. Here we describe the VISAGE (VISible Attributes through GEnomics) Consortium's enhanced tool for epigenetic age estimation in somatic tissues. The tool is based on eight DNA methylation markers (44 CpGs), bisulfite multiplex PCR followed by sequencing on the MiSeq FGx platform, and three statistical prediction models for blood, buccal cells and bones. The model for blood is based on six CpGs from ELOVL2, MIR29B2CHG, KLF14, FHL2, TRIM59 and PDE4C, and predicts age with a mean absolute error (MAE) of 3.2 years, while the model for buccal cells includes five CpGs from PDE4C, MIR29B2CHG, ELOVL2, KLF14 and EDARADD and predicts age with MAE of 3.7 years, and the model for bones has six CpGs from ELOVL2, KLF14, PDE4C and ASPA and predicts age with MAE of 3.4 years. The VISAGE enhanced tool for age estimation in somatic tissues enables reliable collection of DNA methylation data from small amounts of DNA using a sensitive multiplex MPS assay that provides accurate estimation of age in blood, buccal swabs, and bones using the statistical model tailored to each tissue.Entities:
Keywords: DNA methylation; age prediction in blood and buccal cells; age prediction in bones; bisulfite amplicon MPS; epigenetic age prediction tool
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Year: 2021 PMID: 33707346 PMCID: PMC7993733 DOI: 10.18632/aging.202783
Source DB: PubMed Journal: Aging (Albany NY) ISSN: 1945-4589 Impact factor: 5.682