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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.
Afiliação
  • Galkina EI; Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
  • Shin A; Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
  • Coser KR; Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts, United States of America.
  • Shioda T; Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts, United States of America.
  • Kohane IS; Children's Hospital Informatics program, Children's Hospital, Boston, Massachusetts, United States of America; Center for Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, United States of America; i2b2 National center for Biomedical Computing, Boston, Massachusetts, United Stat
  • Seong IS; Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
  • Wheeler VC; Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
  • Gusella JF; Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
  • Macdonald ME; Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
  • Lee JM; Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
PLoS One ; 9(4): e95556, 2014.
Article em En | MEDLINE | ID: mdl-24751919
ABSTRACT

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.
Assuntos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Regulação da Expressão Gênica / Doença de Huntington / Expansão das Repetições de Trinucleotídeos / Bases de Dados Genéticas / Proteínas do Tecido Nervoso Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2014 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Regulação da Expressão Gênica / Doença de Huntington / Expansão das Repetições de Trinucleotídeos / Bases de Dados Genéticas / Proteínas do Tecido Nervoso Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2014 Tipo de documento: Article