Mapping the spatiotemporal continuum of structural connectivity development across the human connectome in youth

X Xiaoyu Xu (State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University) H Hang Yang J Jing Cong (Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College) H Haoshu Xu (Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College) J Jason Kai S Shaoling Zhao Y Yang Li H Haochang Shou K Kangcheng Wang (State Key Laboratory of Precision and Intelligent Chemistry) V Valerie J. Sydnor (Department of Psychiatry, University of Pittsburgh Medical Center) T Ting Xu F Fang-Cheng Yeh Z Zaixu Cui (Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College)

Abstract

Abstract Childhood and adolescence are marked by protracted developmental remodeling of cortico-cortical structural connectivity. However, the spatiotemporal variability of white matter connectivity development across the human connectome and its relevance to cognition and psychopathology remains unclear. Using diffusion MRI data from three independent developmental cohorts spanning youth, we identified a robust divergence in structural connectivity maturation along a predefined sensorimotor-association (S-A) connectional axis during youth ( http://connectcharts.cibr.ac.cn ). This developmental continuum ranged from early childhood increases in sensorimotor-sensorimotor connectivity strength to late adolescent increases in association-association connectivity strength, with the transition occurring around age 15. The S-A connectional axis also captured spatial variations in the associations between structural connectivity and both higher-order cognition and general psychopathology. Moreover, group-level developmental trajectories of structural connectivity differed by cognitive and psychopathological levels, with psychopathological effects predominantly observed in association connections. These findings delineate a spatiotemporal continuum of structural connectivity development during youth, providing a normative reference for quantifying developmental variability in psychiatric disorders.

Article Details

Volume / Issue Vol. 17, Issue 1
Published May 15, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (13)

X

Xiaoyu Xu

State Key Laboratory of Systems Medicine for Cancer, School of Biomedical Engineering, Institute of Medical Robotics and Shanghai Academy of Experimental Medicine, Shanghai Jiao Tong University

H

Hang Yang

J

Jing Cong

Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College

H

Haoshu Xu

Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College

J

Jason Kai

S

Shaoling Zhao

Y

Yang Li

H

Haochang Shou

K

Kangcheng Wang

State Key Laboratory of Precision and Intelligent Chemistry

V

Valerie J. Sydnor

Department of Psychiatry, University of Pittsburgh Medical Center

T

Ting Xu

F

Fang-Cheng Yeh

Z

Zaixu Cui

Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College