posted on 2025-09-29, 22:16authored byIsabel K Schuurmans, Rosa H Mulder, Vilte Baltramonaityte, Alexandra Lahtinen, Fan Qiuyu, Leonardo Melo Rothmann, Marlene Staginnus, Jetro J Tuulari, S Alexandra Burt, Claudia Buss, Jeffrey CraigJeffrey Craig, Kirsten A Donald, Johan G Eriksson, Janine F Felix, Tom P Freeman, Rodrigo Grassi-Oliveira, Anke Huels, Luke W Hyde, Scott A Jones, Hasse Karlsson, Linnea Karlsson, Nastassja Koen, Will Lawn, Colter Mitchell, Christopher S Monk, Michael A Mooney, Ryan Muetzel, Joel T Nigg, Síntia Iole Nogueira Belangero, Daniel Notterman, Yi Ying Ong, Tom O’Connor, Kieran J O’Donnell, Pedro Mario Pan, Tiina Paunio, Peter Ryabinin, Richard Saffery, Giovanni A Salum, Marc Seal, Tim SilkTim Silk, Dan J Stein, Ai Peng Tan, Ai Ling Teh, Dennis Wang, Heather Zar, Esther Walton, Charlotte AM Cecil
Abstract
Epigenetic processes, such as DNA methylation, show potential as biological markers and mechanisms underlying gene-environment interplay in the prediction of mental health and other brain-based phenotypes. However, little is known about how peripheral epigenetic patterns relate to individual differences in the brain itself. An increasingly popular approach to address this is by combining epigenetic and neuroimaging data; yet, research in this area is almost entirely comprised of cross-sectional studies in adults. To bridge this gap, we established the Methylation, Imaging and NeuroDevelopment (MIND) Consortium, which aims to bring a developmental focus to the emerging field of Neuroimaging Epigenetics by (i) promoting collaborative, adequately powered developmental research via multi-cohort analyses; (ii) increasing scientific rigor through the establishment of shared pipelines and open science practices; and (iii) advancing our understanding of DNA methylation-brain dynamics at different developmental periods (from birth to emerging adulthood), by leveraging data from prospective, longitudinal pediatric studies. MIND currently integrates 16 cohorts worldwide, comprising (repeated) measures of DNA methylation in peripheral tissues (blood, buccal cells, and saliva) and neuroimaging by magnetic resonance imaging across up to five time points over a period of up to 21 years (Npooled DNAm = 12,877; Npooled neuroimaging = 10,899; Npooled combined = 6074). By triangulating associations across multiple developmental time points and study types, we hope to generate new insights into the dynamic relationships between peripheral DNA methylation and the brain, and how these ultimately relate to neurodevelopmental and psychiatric phenotypes.
Funding
Funder: Erasmus Universiteit Rotterdam | Grant ID: R01MH115357