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Journal ArticleDOI

A new model for prediction of the age of onset and penetrance for Huntington's disease based on CAG length.

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TLDR
A parametric survival model based on CAG repeat length is developed to predict the probability of neurological disease onset (based on motor neurological symptoms rather than psychiatric onset) at different ages for individual patients using the largest cohort of HD patients analyzed to date.
Abstract
Huntington's disease (HD) is a neurodegenerative disorder caused by an unstable CAG repeat. For patients at risk, participating in predictive testing and learning of having CAG expansion, a major unanswered question shifts from "Will I get HD?" to "When will it manifest?" Using the largest cohort of HD patients analyzed to date (2913 individuals from 40 centers worldwide), we developed a parametric survival model based on CAG repeat length to predict the probability of neurological disease onset (based on motor neurological symptoms rather than psychiatric onset) at different ages for individual patients. We provide estimated probabilities of onset associated with CAG repeats between 36 and 56 for individuals of any age with narrow confidence intervals. For example, our model predicts a 91% chance that a 40-year-old individual with 42 repeats will have onset by the age of 65, with a 95% confidence interval from 90 to 93%. This model also defines the variability in HD onset that is not attributable to CAG length and provides information concerning CAG-related penetrance rates.

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Citations
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Journal ArticleDOI

Within-Subject Template Estimation for Unbiased Longitudinal Image Analysis

TL;DR: This paper introduces a novel longitudinal image processing framework, based on unbiased, robust, within-subject template creation, for automatic surface reconstruction and segmentation of brain MRI of arbitrarily many time points and successfully reduces variability and avoids over-regularization.
Journal ArticleDOI

Huntington's disease: from molecular pathogenesis to clinical treatment

TL;DR: Predictive genetic testing and findings of neuroimaging studies show that Huntington's disease is emerging as a model for strategies to develop therapeutic interventions, not only to slow progression of manifest disease but also to delay, or ideally prevent, its onset.
References
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Journal ArticleDOI

A novel gene containing a trinucleotide repeat that is expanded and unstable on Huntington's disease chromosomes

TL;DR: In this article, the authors used haplotype analysis of linkage disequilibrium to spotlight a small segment of 4p16.3 as the likely location of the defect, which is expanded and unstable on HD chromosomes.
Book

Analysis of Survival Data

David Cox, +1 more
TL;DR: In this article, the authors give a concise account of the analysis of survival data, focusing on new theory on the relationship between survival factors and identified explanatory variables and conclude with bibliographic notes and further results that can be used for student exercises.
Journal ArticleDOI

The Statistical Analysis of Failure Time Data

Laurence L George
- 01 Aug 2003 - 
TL;DR: This book complements the other references well, and merits a place on the bookshelf of anyone concerned with the analysis of lifetime data from any Ž eld.
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