Overview
Syllabus
Intro
Cytosine DNA methylation plays an important role in development and disease of vertebrates
How many probes apply to different phylogenetic orders?
70% of CpG probes map to orthologous genes in humans
Over 10k tissues from 175 species from many phylogenetic orders (red and blue)
Epigenetic clocks for mammals
Highly accurate epigenetic clocks across bat species (Jerry Wilkinson, Joseph Zoller)
Highly accurate epigenetic clocks in pure dog breeds (Elaine Ostrander, Andrew Hogan)
Universal DNA methylation age across mammalian tissues
Central question of biology: Why do similar species, such as mammals, have markedly different maximum lifespans?
Age related conditions versus epigenetic age acceleration in different tissues
Effect of sex on epigenetic age acceleration in different tissues
Second generation epigenetic clocks: DNAM PhenoAge and GrimAge
Meta analysis for the hazard ratio associated with all-cause mortality
Interpreting the hazard ratio from a Cox regression model of GrimAge
Qualifying GrimAge as surrogate endpoint for human anti-aging studies.
Taught by
Labroots