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HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes
BACKGROUND: The length of the huntingtin (HTT) CAG repeat is strongly correlated with both age at onset of Huntington’s disease (HD) symptoms and age at death of HD patients. Dichotomous analysis comparing HD to controls is widely used to study the effects of HTT CAG repeat expansion. However, a pot...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3994101/ https://www.ncbi.nlm.nih.gov/pubmed/24751919 http://dx.doi.org/10.1371/journal.pone.0095556 |
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author | Galkina, Ekaterina I. Shin, Aram Coser, Kathryn R. Shioda, Toshi Kohane, Isaac S. Seong, Ihn Sik Wheeler, Vanessa C. Gusella, James F. MacDonald, Marcy E. Lee, Jong-Min |
author_facet | Galkina, Ekaterina I. Shin, Aram Coser, Kathryn R. Shioda, Toshi Kohane, Isaac S. Seong, Ihn Sik Wheeler, Vanessa C. Gusella, James F. MacDonald, Marcy E. Lee, Jong-Min |
author_sort | Galkina, Ekaterina I. |
collection | PubMed |
description | BACKGROUND: The length of the huntingtin (HTT) CAG repeat is strongly correlated with both age at onset of Huntington’s disease (HD) symptoms and age at death of HD patients. Dichotomous analysis comparing HD to controls is widely used to study the effects of HTT CAG repeat expansion. However, a potentially more powerful approach is a continuous analysis strategy that takes advantage of all of the different CAG lengths, to capture effects that are expected to be critical to HD pathogenesis. METHODOLOGY/PRINCIPAL FINDINGS: We used continuous and dichotomous approaches to analyze microarray gene expression data from 107 human control and HD lymphoblastoid cell lines. Of all probes found to be significant in a continuous analysis by CAG length, only 21.4% were so identified by a dichotomous comparison of HD versus controls. Moreover, of probes significant by dichotomous analysis, only 33.2% were also significant in the continuous analysis. Simulations revealed that the dichotomous approach would require substantially more than 107 samples to either detect 80% of the CAG-length correlated changes revealed by continuous analysis or to reduce the rate of significant differences that are not CAG length-correlated to 20% (n = 133 or n = 206, respectively). Given the superior power of the continuous approach, we calculated the correlation structure between HTT CAG repeat lengths and gene expression levels and created a freely available searchable website, “HD CAGnome,” that allows users to examine continuous relationships between HTT CAG and expression levels of ∼20,000 human genes. CONCLUSIONS/SIGNIFICANCE: Our results reveal limitations of dichotomous approaches compared to the power of continuous analysis to study a disease where human genotype-phenotype relationships strongly support a role for a continuum of CAG length-dependent changes. The compendium of HTT CAG length-gene expression level relationships found at the HD CAGnome now provides convenient routes for discovery of candidates influenced by the HD mutation. |
format | Online Article Text |
id | pubmed-3994101 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-39941012014-04-25 HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes Galkina, Ekaterina I. Shin, Aram Coser, Kathryn R. Shioda, Toshi Kohane, Isaac S. Seong, Ihn Sik Wheeler, Vanessa C. Gusella, James F. MacDonald, Marcy E. Lee, Jong-Min PLoS One Research Article BACKGROUND: The length of the huntingtin (HTT) CAG repeat is strongly correlated with both age at onset of Huntington’s disease (HD) symptoms and age at death of HD patients. Dichotomous analysis comparing HD to controls is widely used to study the effects of HTT CAG repeat expansion. However, a potentially more powerful approach is a continuous analysis strategy that takes advantage of all of the different CAG lengths, to capture effects that are expected to be critical to HD pathogenesis. METHODOLOGY/PRINCIPAL FINDINGS: We used continuous and dichotomous approaches to analyze microarray gene expression data from 107 human control and HD lymphoblastoid cell lines. Of all probes found to be significant in a continuous analysis by CAG length, only 21.4% were so identified by a dichotomous comparison of HD versus controls. Moreover, of probes significant by dichotomous analysis, only 33.2% were also significant in the continuous analysis. Simulations revealed that the dichotomous approach would require substantially more than 107 samples to either detect 80% of the CAG-length correlated changes revealed by continuous analysis or to reduce the rate of significant differences that are not CAG length-correlated to 20% (n = 133 or n = 206, respectively). Given the superior power of the continuous approach, we calculated the correlation structure between HTT CAG repeat lengths and gene expression levels and created a freely available searchable website, “HD CAGnome,” that allows users to examine continuous relationships between HTT CAG and expression levels of ∼20,000 human genes. CONCLUSIONS/SIGNIFICANCE: Our results reveal limitations of dichotomous approaches compared to the power of continuous analysis to study a disease where human genotype-phenotype relationships strongly support a role for a continuum of CAG length-dependent changes. The compendium of HTT CAG length-gene expression level relationships found at the HD CAGnome now provides convenient routes for discovery of candidates influenced by the HD mutation. Public Library of Science 2014-04-21 /pmc/articles/PMC3994101/ /pubmed/24751919 http://dx.doi.org/10.1371/journal.pone.0095556 Text en © 2014 Galkina et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Galkina, Ekaterina I. Shin, Aram Coser, Kathryn R. Shioda, Toshi Kohane, Isaac S. Seong, Ihn Sik Wheeler, Vanessa C. Gusella, James F. MacDonald, Marcy E. Lee, Jong-Min HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes |
title | HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes |
title_full | HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes |
title_fullStr | HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes |
title_full_unstemmed | HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes |
title_short | HD CAGnome: A Search Tool for Huntingtin CAG Repeat Length-Correlated Genes |
title_sort | hd cagnome: a search tool for huntingtin cag repeat length-correlated genes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3994101/ https://www.ncbi.nlm.nih.gov/pubmed/24751919 http://dx.doi.org/10.1371/journal.pone.0095556 |
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