Therefore, our observation that smokers with AMD exhibit accelerated epigenetic ageing compared to Non-Smokers with AMD is strengthened by identifying this effect in the clock with the greatest predictive accuracy for the demographic age and tissue type represented in our dataset. Here, CLOCK is linked to age-related macular degeneration.