henhaobio
Sign in

Journal of NeuroscienceNeurosciencePeer-reviewed journal article

Individual Variability in the Structural Connectivity Architecture of the Human Brain

Weijie HuangiD, Haojie CheniD, Zhenzhao Liu, Xinyi DongiD, Guozheng FengiD, Guangfang LiuiD, Aocai YangiD, Zhanjun ZhangiD, Amir ShmueliD, Li SuiD, Guolin Ma, Ni ShuiD

PDFDOIPreprint

Abstract

The human brain shows higher variability in functional connectivity in the heteromodal association cortex but lower variability in the unimodal cortex. As the anatomical substrate of functional connectivity, the temporal-spatial pattern of individual variability in structural connectivity remains largely unknown. In the present study, we depicted the temporal-spatial pattern of individual variability in structural connectivity, which is highest in the limbic regions and lowest in the unimodal sensorimotor regions. With increasing age, the variability in structural connectivity increased. Our results demonstrated that this specific spatial distribution relates to the plasticity of synapses and white matter. We proposed a modified ridge regression model to predict cognition individually and generate idiographic brain mapping. Individual variability in structural connectivity is significantly correlated with idiographic brain mapping. Overall, our study has potential implications for understanding biological and genetic mechanisms of variability in structural connectivity, guiding interventions to promote successful cognitive ageing and interpreting statistical maps in the human connectome.

Citations
12
FWCI
3.05
Field percentile
top 8%

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISSun '22Karahan '21Yang '25Hinault '21Yang '26Vandewouw '21
78% semantic matchNeuroscience
Lianglong Sun, Xinyuan Liang, Dingna Duan+7 more·NeuroImage·Jun 22, 2022· 47 citations