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Default mode network connectivity distinguishes chemotherapy-treated breast cancer survivors from controls
Shelli R. Kesler, Jeffrey S. Wefel, S. M. Hadi Hosseini, Maria Cheung, Christa L. Watson and Fumiko Hoeft
Proceedings of the National Academy of Sciences of the United States of America
Vol. 110, No. 28 (July 9, 2013), pp. 11600-11605
Published by: National Academy of Sciences
Stable URL: http://www.jstor.org/stable/42712779
Page Count: 6
You can always find the topics here!Topics: Connectivity, Chemotherapy, Breast cancer, Memory, Magnetic resonance imaging, Hyperplanes, Gray matter, Nervous system diseases, Cognitive impairment, Correlations
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Breast cancer (BC) chemotherapy is associated with cognitive changes including persistent deficits in some individuals. We tested the accuracy of default mode network (DMN) resting state functional connectivity patterns in discriminating chemotherapy treated (C+) from non-chemotherapy (C-) treated BC survivors and healthy controls (HC). We also examined the relationship between DMN connectivity patterns and cognitive function. Multivariate pattern analysis was used to classify 30 C+, 27 C-, and 24 HC, which showed significant accuracy for discriminating C+ from C- (91.23%, P < 0.0001) and C+ from HC (90.74%, P < 0.0001). The C-group did not differ significantly from HC (47.06%, P = 0.60). Lower subjective memory function was correlated (P < 0.002) with greater hyperplane distance (distance from the linear decision function that optimally separates the groups). Disrupted DMN connectivity may help explain long-term cognitive difficulties following BC chemotherapy.
Proceedings of the National Academy of Sciences of the United States of America © 2013 National Academy of Sciences