2017
DOI: 10.1016/j.dadm.2017.10.002
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Probability of Alzheimer's disease in breast cancer survivors based on gray‐matter structural network efficiency

Abstract: IntroductionBreast cancer chemotherapy is associated with accelerated aging and potentially increased risk for Alzheimer's disease (AD).MethodsWe calculated the probability of AD diagnosis from brain network and demographic and genetic data obtained from 47 female AD converters and 47 matched healthy controls. We then applied this algorithm to data from 78 breast cancer survivors.ResultsThe classifier discriminated between AD and healthy controls with 86% accuracy (P < .0001). Chemotherapy-treated breast cance… Show more

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Cited by 32 publications
(24 citation statements)
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References 45 publications
(82 reference statements)
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“…15 Furthermore, chemotherapy produces changes in biomarkers 17 and brain structure that mimic aging. [18][19][20][21] Chronologic age and aging phenotypes, such as frailty 22 and/or high comorbidity burden, may be markers for risk of cognitive decline. 3 Genotypes associated with neurodegenerative disease, including polymorphisms in the apolipoprotein E (ApoE) gene, a risk factor for Alzheimer's disease, also have been reported to be associated with cancer-related cognitive decline.…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…15 Furthermore, chemotherapy produces changes in biomarkers 17 and brain structure that mimic aging. [18][19][20][21] Chronologic age and aging phenotypes, such as frailty 22 and/or high comorbidity burden, may be markers for risk of cognitive decline. 3 Genotypes associated with neurodegenerative disease, including polymorphisms in the apolipoprotein E (ApoE) gene, a risk factor for Alzheimer's disease, also have been reported to be associated with cancer-related cognitive decline.…”
Section: Resultsmentioning
confidence: 99%
“…Neuroimaging studies of younger survivors have shown postchemotherapy decreases in frontal gray matter volume, abnormalities in brain network structure, and lower hippocampal volume consistent with aging. [18][19][20][21] We suggest that future research on mechanistic pathways focus on areas of overlap among aging processes, Alzheimer's disease, and risks for cancer-related cognitive decline.…”
Section: Discussionmentioning
confidence: 99%
“…It has been suggested that chemotherapy accelerates the aging process in the brain 50 52 . Synaptophysin expression decreases during aging, and although the postsynaptic protein PSD95 also is reduced during aging, it is retained longer at the synapse when age increases 53 55 .…”
Section: Discussionmentioning
confidence: 99%
“…Our study was conducted using a US-based population electronic medical record data set and a substantially larger number of women with breast cancer than previously reported. [14][15][16][17][18][19] Furthermore, we investigated the risk of developing multiple age-associated NDDs that occur sporadically within an aging population. We report the association of individual hormonal modulators and their drug families within the HMT category with the risk of development of age-associated NDDs.…”
Section: Introductionmentioning
confidence: 99%