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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Neuropsychiatric symptoms and cognitive profile in mild cognitive impairment with Lewy bodies
Paul C Donaghy1, John-Paul Taylor1, John T O'Brien2
1Institute for Ageing and Institute of Neuroscience,Newcastle University,Newcastle upon Tyne,UK.
Background:
The accurate clinical characterisation of mild cognitive impairment (MCI) is becoming increasingly important. The aim of this study was to compare the neuropsychiatric symptoms and cognitive profile of MCI with Lewy bodies (MCI-LB) with Alzheimer's disease MCI (MCI-AD).
Methods:
Participants were ⩾60 years old with MCI. Each had a thorough clinical and neuropsychological assessment and 2β-carbomethoxy-3β-(4-iodophenyl)-N-(3-fluoropropyl)-nortropane single photon emission computed tomography FP-CIT SPECT). MCI-LB was diagnosed if two or more diagnostic features of dementia with Lewy bodies were present (visual hallucinations, cognitive fluctuations, motor parkinsonism, rapid eye movement sleep behaviour disorder or positive FP-CIT SPECT). A Lewy body Neuropsychiatric Supportive Symptom Count (LBNSSC) was calculated based on the presence or absence of the supportive neuropsychiatric symptoms defined by the 2017 DLB diagnostic criteria: non-visual hallucinations, delusions, anxiety, depression and apathy.
Results:
MCI-LB (n = 41) had a higher LBNSSC than MCI-AD (n = 24; 1.8 ± 1.1 v. 0.7 ± 0.9, p = 0.001). 67% of MCI-LB had two or more of those symptoms, compared with 16% of MCI-AD (Likelihood ratio = 4.2, p < 0.001). MCI-LB subjects scored lower on tests of attention, visuospatial function and verbal fluency. However, cognitive test scores alone did not accurately differentiate MCI-LB from MCI-AD.
Conclusions:
MCI-LB is associated with neuropsychiatric symptoms and a cognitive profile similar to established DLB. This supports the concept of identifying MCI-LB based on the presence of core diagnostic features of DLB and abnormal FP-CIT SPECT imaging. The presence of supportive neuropsychiatric clinical features identified in the 2017 DLB diagnostic criteria was helpful in differentiating between MCI-LB and MCI-AD.
Insights
Mild cognitive impairment with Lewy bodies (MCI-LB) shows more neuropsychiatric symptoms than Alzheimer
Area of Science:
- Neurology
- Neuroscience
- Cognitive Science
Background:
- Accurate clinical characterization of mild cognitive impairment (MCI) is crucial.
- Distinguishing MCI with Lewy bodies (MCI-LB) from MCI due to Alzheimer's disease (MCI-AD) is important for diagnosis and management.
- Neuropsychiatric symptoms and cognitive profiles are key differentiating factors.
Purpose of the Study:
- To compare the neuropsychiatric symptoms and cognitive profiles of MCI-LB and MCI-AD.
- To evaluate the utility of supportive neuropsychiatric symptoms in differentiating MCI subtypes.
Main Methods:
- Participants (age ≥60) with MCI underwent clinical and neuropsychological assessments, including FP-CIT SPECT imaging.
- MCI-LB diagnosis required two or more core dementia with Lewy bodies (DLB) features (hallucinations, fluctuations, parkinsonism, REM sleep behavior disorder, or positive FP-CIT SPECT).
- Lewy Body Neuropsychiatric Supportive Symptom Count (LBNSSC) assessed supportive symptoms (anxiety, depression, apathy, etc.).
Main Results:
- MCI-LB patients exhibited significantly higher LBNSSC scores compared to MCI-AD patients (1.8 ± 1.1 vs. 0.7 ± 0.9, p = 0.001).
- 67% of MCI-LB patients had two or more supportive neuropsychiatric symptoms, versus 16% of MCI-AD patients (Likelihood ratio = 4.2, p < 0.001).
- MCI-LB patients showed lower scores in attention, visuospatial function, and verbal fluency, but cognitive tests alone were insufficient for differentiation.
Conclusions:
- MCI-LB is characterized by neuropsychiatric symptoms and a cognitive profile resembling established DLB.
- Identifying MCI-LB using core DLB features and FP-CIT SPECT imaging is supported.
- Supportive neuropsychiatric symptoms, as per 2017 DLB criteria, aid in differentiating MCI-LB from MCI-AD.
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