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Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease
Published on: June 9, 2018
Progression in prediagnostic Huntington disease
Jason Rupp1, Tanya Blekher, Jacqueline Jackson
1Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202-5251, USA.
Individuals at risk for Huntington disease (HD) show varying rates of cognitive and motor decline before diagnosis. Those closer to their estimated onset date experience faster progression in some measures.
Area of Science:
- Neuroscience
- Genetics
- Neurology
Background:
- Huntington disease (HD) is a progressive neurodegenerative disorder.
- Early detection of decline in at-risk individuals is crucial for understanding disease trajectory.
Purpose of the Study:
- To investigate the longitudinal changes in neurocognitive, psychomotor, and oculomotor functions in individuals at risk for Huntington disease.
- To compare the rates of decline between individuals with the CAG expansion (CAG+) and normal controls (NC), and to differentiate progression based on proximity to estimated onset.
Main Methods:
- 106 individuals at risk for HD were assessed twice over approximately 2.5 years.
- Participants were categorized into normal controls (NC), CAG+ individuals near estimated onset (near), and CAG+ individuals far from estimated onset (far).
- Repeated measures models and analysis of covariance were used to analyze longitudinal performance differences.
Main Results:
- The CAG+ group showed significant decline in movement time, tapping speed, and memory-guided task performance, with faster progression closer to estimated onset.
- Longitudinal progression differed significantly between the three groups (NC, near, far).
- The 'near' group exhibited faster progression than NC for most measures, while comparisons between NC and 'far' groups were inconsistent.
Conclusions:
- Prediagnostic Huntington disease progression varies, with some measures showing accelerated decline as onset approaches.
- Other measures indicate a consistently faster rate of decline in CAG+ individuals compared to normal controls throughout the prediagnostic period.
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