Literature DB >> 23798392

Default mode network connectivity distinguishes chemotherapy-treated breast cancer survivors from controls.

Shelli R Kesler1, Jeffrey S Wefel, S M Hadi Hosseini, Maria Cheung, Christa L Watson, Fumiko Hoeft.   

Abstract

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.

Entities:  

Keywords:  fMRI; machine learning

Mesh:

Substances:

Year:  2013        PMID: 23798392      PMCID: PMC3710809          DOI: 10.1073/pnas.1214551110

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  42 in total

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5.  White matter microstructure underlying default mode network connectivity in the human brain.

Authors:  Stefan J Teipel; Arun L W Bokde; Thomas Meindl; Edson Amaro; Jasmin Soldner; Maximilian F Reiser; Sabine C Herpertz; Hans-Jürgen Möller; Harald Hampel
Journal:  Neuroimage       Date:  2009-10-28       Impact factor: 6.556

6.  Anticorrelations in resting state networks without global signal regression.

Authors:  Xiaoqian J Chai; Alfonso Nieto Castañón; Dost Ongür; Susan Whitfield-Gabrieli
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Authors:  Janette Vardy
Journal:  Cancer Treat Res       Date:  2009

8.  Chemotherapy associated central nervous system damage.

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9.  Neural systems predicting long-term outcome in dyslexia.

Authors:  Fumiko Hoeft; Bruce D McCandliss; Jessica M Black; Alexander Gantman; Nahal Zakerani; Charles Hulme; Heikki Lyytinen; Susan Whitfield-Gabrieli; Gary H Glover; Allan L Reiss; John D E Gabrieli
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-20       Impact factor: 11.205

10.  Patterns of dementia diagnosis in surveillance, epidemiology, and end results breast cancer survivors who use chemotherapy.

Authors:  Julia E Heck; Steven M Albert; Rebeca Franco; Sherri Sheinfeld Gorin
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  57 in total

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Review 3.  Default mode network as a potential biomarker of chemotherapy-related brain injury.

Authors:  Shelli R Kesler
Journal:  Neurobiol Aging       Date:  2014-05-15       Impact factor: 4.673

4.  Anomalous gray matter patterns in specific reading comprehension deficit are independent of dyslexia.

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5.  Relationship between exercise behavior, cardiorespiratory fitness, and cognitive function in early breast cancer patients treated with doxorubicin-containing chemotherapy: a pilot study.

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Journal:  Appl Physiol Nutr Metab       Date:  2013-12-03       Impact factor: 2.665

6.  Altered resting state functional connectivity in young survivors of acute lymphoblastic leukemia.

Authors:  Shelli R Kesler; Meike Gugel; Mika Pritchard-Berman; Clement Lee; Emily Kutner; S M Hadi Hosseini; Gary Dahl; Norman Lacayo
Journal:  Pediatr Blood Cancer       Date:  2014-03-12       Impact factor: 3.167

7.  Identifying cytokine predictors of cognitive functioning in breast cancer survivors up to 10 years post chemotherapy using machine learning.

Authors:  Ashley M Henneghan; Oxana Palesh; Michelle Harrison; Shelli R Kesler
Journal:  J Neuroimmunol       Date:  2018-04-19       Impact factor: 3.478

Review 8.  Clinical characteristics, pathophysiology, and management of noncentral nervous system cancer-related cognitive impairment in adults.

Authors:  Jeffrey S Wefel; Shelli R Kesler; Kyle R Noll; Sanne B Schagen
Journal:  CA Cancer J Clin       Date:  2014-12-05       Impact factor: 508.702

Review 9.  Chemotherapy-related cognitive impairment in older patients with cancer.

Authors:  Kah Poh Loh; Michelle C Janelsins; Supriya G Mohile; Holly M Holmes; Tina Hsu; Sharon K Inouye; Meghan S Karuturi; Gretchen G Kimmick; Stuart M Lichtman; Allison Magnuson; Mary I Whitehead; Melisa L Wong; Tim A Ahles
Journal:  J Geriatr Oncol       Date:  2016-07-05       Impact factor: 3.599

10.  The Feasibility of Using Metacognitive Strategy Training to Improve Cognitive Performance and Neural Connectivity in Women with Chemotherapy-Induced Cognitive Impairment.

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Journal:  Oncology       Date:  2016-07-23       Impact factor: 2.935

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