Functional connectome biotypes of chemotherapy-related cognitive impairment
Purpose Cancer-related cognitive impairment (CRCI) is a common neurotoxicity among patients with breast and other cancers. Neuroimaging studies have demonstrated measurable biomarkers of CRCI but have largely neglected the potential heterogeneity of the syndrome. Methods We used retrospective functi...
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Veröffentlicht in: | Journal of cancer survivorship 2020-08, Vol.14 (4), p.483-493 |
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Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
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Zusammenfassung: | Purpose
Cancer-related cognitive impairment (CRCI) is a common neurotoxicity among patients with breast and other cancers. Neuroimaging studies have demonstrated measurable biomarkers of CRCI but have largely neglected the potential heterogeneity of the syndrome.
Methods
We used retrospective functional MRI data from 80 chemotherapy-treated breast cancer survivors to examine neurophysiologic subtypes or “biotypes” of CRCI. The breast cancer group consisted of training (
N
= 57) and validation (
N
= 23) samples.
Results
An unsupervised clustering approach using connectomes from the training sample identified three distinct biotypes. Cognitive performance (
p
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ISSN: | 1932-2259 1932-2267 1932-2267 |
DOI: | 10.1007/s11764-020-00863-1 |