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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
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Screening for cognition and behaviour changes in ALS.

Sharon Abrahams1, Judith Newton, Elaine Niven

  • 1Euan MacDonald Centre for Motor Neuron Disease Research, University of Edinburgh.

Amyotrophic Lateral Sclerosis & Frontotemporal Degeneration
|June 21, 2013
PubMed
Summary
This summary is machine-generated.

The Edinburgh Cognitive and Behavioural ALS Screen (ECAS) effectively identifies cognitive and behavioral changes in ALS patients with physical disabilities. This tool aids healthcare professionals in diagnosing and managing these specific neurological symptoms.

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Area of Science:

  • Neurology
  • Neuropsychology
  • Clinical Assessment

Background:

  • Amyotrophic Lateral Sclerosis (ALS) often presents with cognitive and behavioral impairments.
  • Existing screening tools may not be suitable for ALS patients with physical disabilities.
  • A specific assessment is needed to differentiate ALS-related changes from other neurological disorders.

Purpose of the Study:

  • To introduce the Edinburgh Cognitive and Behavioural ALS Screen (ECAS) for assessing cognitive and behavioral changes in ALS.
  • To validate the ECAS in a cohort of ALS patients and healthy controls.
  • To establish the utility of ECAS in differentiating ALS-specific cognitive profiles.

Main Methods:

  • Development of the ECAS, a 15-20 minute screen with ALS-Specific, ALS Non-specific, and carer behavior components.
  • Recruitment of 48 ALS patients (without dementia), 40 healthy controls, and 20 carers.
  • Establishment of abnormality cut-offs using data from healthy controls.

Main Results:

  • Abnormality cut-offs established: 77/100 (ALS-Specific), 24/36 (ALS Non-specific), 105/136 (ECAS Total).
  • 29% of ALS patients exhibited abnormal ALS-Specific scores; 6% had abnormal ALS Non-specific scores.
  • Most common deficits: language (35%), executive functions and fluency (23% each). 40% of carers reported behavioral changes, 15% met criteria for possible frontotemporal dementia (FTD).

Conclusions:

  • The ECAS is an effective in-clinic tool for assessing cognitive and behavioral changes in ALS patients with physical limitations.
  • ECAS aids in determining the presence, severity, and type of cognitive/behavioral symptoms.
  • This assessment is a crucial first step in managing neurological symptoms in ALS.