Brain connectivity tracks effects of chemotherapy separately from behavioral measures

Several studies in cancer research have suggested that cognitive dysfunction following chemotherapy, referred to in lay terms as “chemobrain”, is a serious problem. At present, the changes in integrative brain function that underlie such dysfunction remain poorly understood. Recent developments in n...

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Main Authors: Omid Kardan, Patricia A. Reuter-Lorenz, Scott Peltier, Nathan W. Churchill, Bratislav Misic, Mary K. Askren, Mi Sook Jung, Bernadine Cimprich, Marc G. Berman
Format: Article
Language:English
Published: Elsevier 2019-01-01
Series:NeuroImage: Clinical
Online Access:http://www.sciencedirect.com/science/article/pii/S221315821930004X
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spelling doaj-d047c7f67d63486681364e5ca26f5a232020-11-25T01:11:34ZengElsevierNeuroImage: Clinical2213-15822019-01-0121Brain connectivity tracks effects of chemotherapy separately from behavioral measuresOmid Kardan0Patricia A. Reuter-Lorenz1Scott Peltier2Nathan W. Churchill3Bratislav Misic4Mary K. Askren5Mi Sook Jung6Bernadine Cimprich7Marc G. Berman8University of Chicago, United States; Corresponding authors at: 5848 South University Ave, Chicago, IL 60637, United States.University of Michigan, United StatesUniversity of Michigan, United StatesSt. Michael's Hospital, CanadaMontreal Neurological Institute, CanadaUniversity of Washington, United StatesChungnam National University, South KoreaUniversity of Michigan, United StatesUniversity of Chicago, United States; Corresponding authors at: 5848 South University Ave, Chicago, IL 60637, United States.Several studies in cancer research have suggested that cognitive dysfunction following chemotherapy, referred to in lay terms as “chemobrain”, is a serious problem. At present, the changes in integrative brain function that underlie such dysfunction remain poorly understood. Recent developments in neuroimaging suggest that patterns of functional connectivity can provide a broadly applicable neuromarker of cognitive performance and other psychometric measures. The current study used multivariate analysis methods to identify patterns of disruption in resting state functional connectivity of the brain due to chemotherapy and the degree to which the disruptions can be linked to behavioral measures of distress and cognitive performance. Sixty two women (22 healthy control, 18 patients treated with adjuvant chemotherapy, and 22 treated without chemotherapy) were evaluated with neurocognitive measures followed by self-report questionnaires and open eyes resting-state fMRI scanning at three time points: diagnosis (M0, pre-adjuvant treatment), 1 month (M1), and 7 months (M7) after treatment. The results indicated deficits in cognitive health of breast cancer patients immediately after chemotherapy that improved over time. This psychological trajectory was paralleled by a disruption and later recovery of resting-state functional connectivity, mostly in the parietal and frontal brain regions. Mediation analysis showed that the functional connectivity alteration pattern is a separable treatment symptom from the decreased cognitive health. Current study indicates that more targeted support for patients should be developed to ameliorate these multi-faceted side effects of chemotherapy treatment on neural functioning and cognitive health. Keywords: Breast cancer, Chemobrain, Functional connectivity, Resting-state BOLDhttp://www.sciencedirect.com/science/article/pii/S221315821930004X
collection DOAJ
language English
format Article
sources DOAJ
author Omid Kardan
Patricia A. Reuter-Lorenz
Scott Peltier
Nathan W. Churchill
Bratislav Misic
Mary K. Askren
Mi Sook Jung
Bernadine Cimprich
Marc G. Berman
spellingShingle Omid Kardan
Patricia A. Reuter-Lorenz
Scott Peltier
Nathan W. Churchill
Bratislav Misic
Mary K. Askren
Mi Sook Jung
Bernadine Cimprich
Marc G. Berman
Brain connectivity tracks effects of chemotherapy separately from behavioral measures
NeuroImage: Clinical
author_facet Omid Kardan
Patricia A. Reuter-Lorenz
Scott Peltier
Nathan W. Churchill
Bratislav Misic
Mary K. Askren
Mi Sook Jung
Bernadine Cimprich
Marc G. Berman
author_sort Omid Kardan
title Brain connectivity tracks effects of chemotherapy separately from behavioral measures
title_short Brain connectivity tracks effects of chemotherapy separately from behavioral measures
title_full Brain connectivity tracks effects of chemotherapy separately from behavioral measures
title_fullStr Brain connectivity tracks effects of chemotherapy separately from behavioral measures
title_full_unstemmed Brain connectivity tracks effects of chemotherapy separately from behavioral measures
title_sort brain connectivity tracks effects of chemotherapy separately from behavioral measures
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2019-01-01
description Several studies in cancer research have suggested that cognitive dysfunction following chemotherapy, referred to in lay terms as “chemobrain”, is a serious problem. At present, the changes in integrative brain function that underlie such dysfunction remain poorly understood. Recent developments in neuroimaging suggest that patterns of functional connectivity can provide a broadly applicable neuromarker of cognitive performance and other psychometric measures. The current study used multivariate analysis methods to identify patterns of disruption in resting state functional connectivity of the brain due to chemotherapy and the degree to which the disruptions can be linked to behavioral measures of distress and cognitive performance. Sixty two women (22 healthy control, 18 patients treated with adjuvant chemotherapy, and 22 treated without chemotherapy) were evaluated with neurocognitive measures followed by self-report questionnaires and open eyes resting-state fMRI scanning at three time points: diagnosis (M0, pre-adjuvant treatment), 1 month (M1), and 7 months (M7) after treatment. The results indicated deficits in cognitive health of breast cancer patients immediately after chemotherapy that improved over time. This psychological trajectory was paralleled by a disruption and later recovery of resting-state functional connectivity, mostly in the parietal and frontal brain regions. Mediation analysis showed that the functional connectivity alteration pattern is a separable treatment symptom from the decreased cognitive health. Current study indicates that more targeted support for patients should be developed to ameliorate these multi-faceted side effects of chemotherapy treatment on neural functioning and cognitive health. Keywords: Breast cancer, Chemobrain, Functional connectivity, Resting-state BOLD
url http://www.sciencedirect.com/science/article/pii/S221315821930004X
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