Related Experiment Video
Updated: Jul 7, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Estimating decreased risks for Huntington disease without a test.
Reinier Timman1, Benno Bonke, Theo Stijnen
1Department of Medical Psychology and Psychotherapy, Netherlands Institute of Health Sciences, Erasmus University Medical Centre, Rotterdam, The Netherlands. r.timman@erasmusmc.nl
Individuals at risk for Huntington disease (HD) often avoid genetic testing due to fear. This study offers a new model for more precise residual risk estimation, aiding genetic counseling for at-risk individuals.
Area of Science:
- Genetics
- Neurology
- Medical Statistics
Background:
- Huntington disease (HD) genetic risk assessment is often imprecise.
- Low uptake of predictive genetic testing for HD is observed in at-risk individuals.
- Current risk estimates (e.g., 50%, 25%) lack precision for individuals awaiting test results.
Purpose of the Study:
- To develop a refined model for calculating residual risk in individuals at risk for Huntington disease.
- To improve the precision of risk estimation beyond simple Mendelian inheritance probabilities.
- To provide a practical tool for genetic counselors to enhance risk communication.
Main Methods:
- Utilized regression modeling and Cox regression analysis.
- Analyzed data from 755 individuals who underwent genetic testing for HD.
- Developed a predictive model incorporating age, CAG repeat length, and age at onset information.
Main Results:
- Established relationships between age at onset and CAG repeat length in the HD gene.
- Constructed a model for calculating adjusted residual risk status.
- Implemented the model in a user-friendly spreadsheet for genetic counseling applications.
Conclusions:
- The developed model offers a more optimal estimation of residual risk for Huntington disease.
- The accompanying spreadsheet serves as a valuable tool for genetic counselors.
- Enhanced risk assessment can improve information provided to individuals at risk for HD.
More Related Videos
08:27Single Synapse Indicators of Glutamate Release and Uptake in Acute Brain Slices from Normal and Huntington Mice
Published on: March 11, 2020
09:38Generalized Psychophysiological Interaction (PPI) Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
Related Concept Videos
Huntington Disease l: Introduction
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...