Near-Infrared Optical Spectroscopy In Vivo Distinguishes Subjects with Alzheimer's Disease from Age-Matched Controls
Frank A Greco1, Ann C McKee1,2,3,4, Neil W Kowall2,3,4
1VA Bedford Healthcare System, Medical Research & Development Service, Bedford, MA, USA.
Journal of Alzheimer'S Disease : JAD
|June 7, 2021
Summary
Near-infrared spectroscopy (NIR) shows promise for non-invasively distinguishing Alzheimer's disease (AD) patients from controls. This cost-effective method could aid in early diagnosis and monitoring of AD progression.
Area of Science:
- Biomedical optics
- Neuroimaging
- Spectroscopy
Background:
- Current Alzheimer's disease (AD) diagnosis relies on expensive and complex imaging like PET and MRI.
- There is a need for more accessible, cost-effective, and widely deployable technologies for AD screening and monitoring.
- Previous in vitro near-infrared (NIR) spectroscopy studies indicated potential for brain tissue analysis.
Purpose of the Study:
- To evaluate the efficacy of non-invasive, in vivo clinical NIR spectroscopy in differentiating AD patients from age-matched controls.
- To assess the potential of NIR as a tool for clinical screening and monitoring therapeutic efficacy in AD.
- To investigate NIR spectral features for classifying AD and mild cognitive impairment (MCI).
Main Methods:
- Acquisition of in vivo NIR spectra from three groups: autopsy-confirmed AD, controls, and MCI patients.
- Utilized a feature selection approach on the first derivative of intensity-normalized spectra.
- Identified spectral regions that best distinguish AD from controls and differentiate MCI subjects.
Main Results:
- Two specific spectral regions (around 860 nm and 895 nm) effectively separated AD patients from controls.
- The 895 nm feature was crucial for differentiating MCI from controls, while the 860 nm feature was more important for distinguishing MCI from AD.
- Results demonstrated the ability of NIR to classify diseased and normal human brain tissue in vivo.
Conclusions:
- Near-infrared spectroscopy (NIR) provides a proof-of-concept for in vivo detection and classification of diseased and normal brain tissue.
- The identified spectral features show potential for clinical screening of Alzheimer's disease and mild cognitive impairment.
- Further clinical trials are necessary to validate NIR's ability to track disease progression and monitor therapeutic interventions.
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