Connectome-based spatial statistics enabling large-scale population analyses of human connectome across cohorts

UK Biobank participants together with five independent lifespan cohorts, we evaluated the streamline-, voxel- and network-level measures in the aspects of reliability, heritability, structure-function coupling, cognitive and behavioral prediction, brain aging patterns and lifespan trajectories across cohorts. The systematic evaluation workflow compares population-level white-matter representations across methods, spatial scales, tasks and datasets. The results support CBSS as a common connectome reference for large-scale, cross-cohort diffusion MRI studies.

Authors

Institutions

Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-04-10
DOI
https://doi.org/10.64898/2026.04.09.717492
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Connectome-based spatial statistics enabling large-scale population analyses of human connectome across cohorts

X. Qian, Jason L. Stein, Thomas E. Nichols, H. Zhu et al.
bioRxiv (Cold Spring Harbor Laboratory)
Functional Brain Connectivity Studies
article

Connectome-based spatial statistics enabling large-scale population analyses of human connectome across cohorts

X. Qian, Jason L. Stein, Thomas E. Nichols, H. Zhu, Martín G. Cole, Tengfei Li, Xiaohai Wang, Zhiwen Jiang, Zehui Sun, Zhengwu Zhang, Tianyou Luo, Maxime Descoteaux, Shan Gao
article en

Abstract

UK Biobank participants together with five independent lifespan cohorts, we evaluated the streamline-, voxel- and network-level measures in the aspects of reliability, heritability, structure-function coupling, cognitive and behavioral prediction, brain aging patterns and lifespan trajectories across cohorts. The systematic evaluation workflow compares population-level white-matter representations across methods, spatial scales, tasks and datasets. The results support CBSS as a common connectome reference for large-scale, cross-cohort diffusion MRI studies.

bioRxiv (Cold Spring Harbor Laboratory)
University of North Carolina at Chapel Hill (US), Université de Sherbrooke (CA), Purdue University West Lafayette (US), Yale University (US), University of Oxford (GB), University of Rochester (US)
National Institute on Aging
Openalex Percentile: Top 24%
Functional Brain Connectivity Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.