P2-041: Visual contrast sensitivity as a novel biomarker: Discriminative analysis using elastic net to classify Alzheimer's disease, MCI and older adults with cognitive complaints

2012 ◽  
Vol 8 (4S_Part_8) ◽  
pp. P277-P278
Author(s):  
Jingwen Yan ◽  
Taiyong Li ◽  
Brenna McDonald ◽  
Shannon Risacher ◽  
Darrell WuDunn ◽  
...  
2020 ◽  
Vol 2 (1) ◽  
Author(s):  
Shannon L Risacher ◽  
Darrell WuDunn ◽  
Eileen F Tallman ◽  
John D West ◽  
Sujuan Gao ◽  
...  

Abstract Visual deficits are common in neurodegenerative diseases including Alzheimer’s disease. We sought to determine the association between visual contrast sensitivity and neuroimaging measures of Alzheimer’s disease-related pathophysiology, including cerebral amyloid and tau deposition and neurodegeneration. A total of 74 participants (7 Alzheimer’s disease, 16 mild cognitive impairment, 20 subjective cognitive decline, 31 cognitively normal older adults) underwent the frequency doubling technology 24-2 examination, a structural MRI scan and amyloid PET imaging for the assessment of visual contrast sensitivity. Of these participants, 46 participants (2 Alzheimer’s disease, 9 mild cognitive impairment, 12 subjective cognitive decline, 23 cognitively normal older adults) also underwent tau PET imaging with [18F]flortaucipir. The relationships between visual contrast sensitivity and cerebral amyloid and tau, as well as neurodegeneration, were assessed using partial Pearson correlations, covaried for age, sex and race and ethnicity. Voxel-wise associations were also evaluated for amyloid and tau. The ability of visual contrast sensitivity to predict amyloid and tau positivity were assessed using forward conditional logistic regression and receiver operating curve analysis. All analyses first were done in the full sample and then in the non-demented at-risk individuals (subjective cognitive decline and mild cognitive impairment) only. Significant associations between visual contrast sensitivity and regional amyloid and tau deposition were observed across the full sample and within subjective cognitive decline and mild cognitive impairment only. Voxel-wise analysis demonstrated strong associations of visual contrast sensitivity with amyloid and tau, primarily in temporal, parietal and occipital brain regions. Finally, visual contrast sensitivity accurately predicted amyloid and tau positivity. Alterations in visual contrast sensitivity were related to cerebral deposition of amyloid and tau, suggesting that this measure may be a good biomarker for detecting Alzheimer’s disease-related pathophysiology. Future studies in larger patient samples are needed, but these findings support the power of these measures of visual contrast sensitivity as a potential novel, inexpensive and easy-to-administer biomarker for Alzheimer’s disease-related pathology in older adults at risk for cognitive decline.


2016 ◽  
Vol 12 ◽  
pp. P10-P11 ◽  
Author(s):  
Joey A. Contreras ◽  
Joaquín Goñi ◽  
Shannon L. Risacher ◽  
John D. West ◽  
Mario Dzemidzic ◽  
...  

2012 ◽  
Vol 8 (4S_Part_14) ◽  
pp. P535-P535
Author(s):  
Yang Wang ◽  
John West ◽  
Tamiko Magee ◽  
Brenna McDonald ◽  
Shannon Risacher ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document