bioRxivNeurosciencePreprint
Cognitive Deficits and Altered Functional Brain Network Organization in Pediatric Brain Tumor Patients
Hari AnandarajahiD, Benjamin A. SeitzmaniD, Alana McMichaeliD, Ally Dworetsky, Rebecca S. Coalson, Catherine Jiang, Hongjie GuiD, Dennis L. BarbouriD, Bradley L. SchlaggariD, David D. LimbrickiD, Joshua B. RubiniD, Joshua S. ShimonyiD, Stephanie Mabry Perkins
Abstract
Pediatric brain tumor survivors experience significant cognitive sequelae from their diagnosis and treatment. The exact mechanisms of cognitive injury are poorly understood, and validated predictors of long-term cognitive outcome are lacking. Large-scale, distributed brain systems provide a window into brain organization and function that may yield insight into these mechanisms and outcomes. Here, we evaluated functional network architecture, cognitive performance, and brain-behavior relationships in pediatric brain tumor patients. Patients ages 4-18 years old with diagnosis of a brain tumor underwent awake resting state fMRI during regularly scheduled clinical visits and were tested with the NIH Toolbox Cognition Battery. We observed that functional network organization was significantly altered in patients compared to age- and sex-matched healthy controls, with the integrity of the dorsal attention network particularly affected. Moreover, patients demonstrated significant impairments in multiple domains of cognitive performance, including attention. Finally, a significant amount of variance of age-adjusted total composite scores from the Toolbox was explained by changes in segregation between the dorsal attention and default mode networks. Our results suggest that changes in functional network organization may provide insight into long-term changes in cognitive function in pediatric brain tumor patients.
- organism: human
- assay: imaging
- research focus: cell-cell communication
- research focus: differential expression
- approach: statistical model
- Citations
- 2
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.
Related papers
- Resting-state Compensatory Remapping in Patients with Brain Tumour Before and After Surgery
Lucía Manso-Ortega, Ibai Palacio Diez, … Ileana Quiñones·bioRxiv·Feb 20, 2026
- Regional Topological Aberrances of White Matter- and Gray Matter-based Functional Networks for Attention Processing may Foster Traumatic Brain Injury-Related Attention Deficits in Adults
Ziyan Wu, Meng Cao, … Xiaobo Li·Brain SciencesPeer-reviewed·Dec 24, 2021
- Enhanced pre-frontal functional-structural networks to support behavioural deficits after traumatic brain injury
Ibai Diez, David Drijkoningen, … Jesus M. Cortes·Network NeurosciencePeer-reviewed·Jun 1, 2017
- White matter cognition mapping in pediatric cancer survivors: a two-cohort NODDI-Bingham study
Shounak Nandi, FRANK P. MCKENNA, … Timothy Q. Duong·bioRxiv·Oct 1, 2026
- Aberrant Neuronal Synchronization Associated with Cognitive Deficits in a Rodent Model of Childhood Cranial Irradiation
Sebastián A. Barrientos, Elise Konradsson, … Per Petersson·bioRxiv·Dec 19, 2024
- Brain Connectivity Tracks Effects of Chemotherapy Separately from Behavioral Measures
Omid Kardan, Patricia A. Reuter‐Lorenz, … Marc G. Berman·NeuroImage ClinicalPeer-reviewed·Jan 1, 2019