# Methylation and algorithms in biological aging: a scoping review

## TL;DR

This paper reviews how DNA methylation and algorithms are used to study biological aging and measure age differences.

## Contribution

The paper provides a scoping review of methylation-based strategies and algorithmic methods for biological age assessment.

## Key findings

- Methylation-based strategies have evolved over time to better measure biological age.
- Novel methylation clocks and algorithms have been developed for age assessment.
- The review highlights both consistent and conflicting research findings in the field.

## Abstract

The role of DNA methylation in the process of biological aging is a particularly active area of research, where methylation changes may be a consequence or a driver in the deviation between biological and chronological age. We employ a scoping review strategy to analyze the results of 435 relevant research papers, 167 of which employed methylation-based strategies to interrogate biological age. Our work details the progression and refinement of these strategies over time, as well as the development of novel methylation-based clocks and algorithmic methods. Our chosen review strategy allows for the identification of research findings consistent and discordant with one another, as well as focusing on exciting, potential research areas regarding measurement, calculation, and assessment of epigenetic biological age.