Evidence map›Paper›PMID 41467208›Full record

ArticleNeuroimage. Reports2026

Altered structural networks and cognitive functioning in long-term survivors of pediatric brain tumors.

Kristien Bullens, Charlotte Sleurs, Jeroen Blommaert, Rebeca Alejandra Gavrila Laic, Ahmed Radwan, Laurien De Roeck, Patrick Dupont, Jurgen Lemiere, Sandra Jacobs

Abstract read
In one paragraph

Article in Neuroimage. Reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Kristien BullensKU Leuven, Department of Oncology, Leuven, Belgium.
Charlotte SleursKU Leuven, Department of Oncology, Leuven, Belgium.
Jeroen BlommaertKU Leuven, Department of Imaging and Pathology, Translational MRI, Leuven, Belgium.
Rebeca Alejandra Gavrila LaicKU Leuven, Department of Imaging and Pathology, Translational MRI, Leuven, Belgium.
Ahmed RadwanKU Leuven, Department of Imaging and Pathology, Translational MRI, Leuven, Belgium.
Laurien De RoeckKU Leuven, Department of Oncology, Leuven, Belgium.
Patrick DupontKU Leuven, Leuven Brain Institute, Department of Neurosciences, Leuven, Belgium.
Jurgen LemiereKU Leuven, Department of Oncology, Leuven, Belgium.
Sandra JacobsKU Leuven, Department of Oncology, Leuven, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pediatric brain tumor (PBT) survivors frequently exhibit long-term changes in brain network organization and cognition. This study investigated structural brain networks among PBT survivors, exploring the potential influence of radiotherapy during childhood. Cognitive assessments and MRIs were acquired in 20 irradiated and 26 non-irradiated PBT survivors, and 47 healthy controls. Multi-shell diffusion-weighted MRIs were processed to perform tractography and construct weighted graphs. Whole-brain and local graph measures, including hub scores, were calculated. Group differences in cognitive performance and network measures were analyzed using ANOVA or Kruskal-Wallis. Additionally, the susceptibility of hub regions to reorganization and their relationship to cognition were explored. PBT survivors showed poorer performance on the Peabody Picture Vocabulary Task, some Wechsler Adult Intelligence Scale subtests, and figure tapping task of the Amsterdam Neuropsychologic Tasks. Structural network analyses revealed higher whole-brain clustering coefficients in both survivor groups. Locally, clustering coefficients were higher in several regions, particularly in irradiated survivors. Although hub locations were largely preserved, their relative strength showed variability. Differences in local graph measures were more frequently significant in hub regions with higher hub scores. These findings indicate that survivors' structural brain networks undergo reorganization following a PBT and its treatment, especially if survivors had received radiotherapy. Clustering coefficient emerged as the most prominently altered network measure, which was linked to cognitive performance, particularly in hub regions. These results highlight the potential role of structural brain networks to unravel the cause of long-term cognitive outcomes in PBT survivors.

Indexed as

Brain neoplasmsCognitionLong-term outcomesNeuroimagingPediatric brain tumorsRadiotherapy

Identifiers

PMID41467208
PMCPMC12744276

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.