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Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort

For the Framingham Heart Study (FHS) and simulated FHS (FHSsim) data, we tested for gene-gene interaction in quantitative traits employing a longitudinal nonparametric association test (LNPT) and, for comparison, a survival analysis. We report results for the Offspring Cohort by LNPT analysis and on...

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Autores principales: Malzahn, Dörthe, Balavarca, Yesilda, Lozano, Jingky P, Bickeböller, Heike
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2795983/
https://www.ncbi.nlm.nih.gov/pubmed/20018076
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author Malzahn, Dörthe
Balavarca, Yesilda
Lozano, Jingky P
Bickeböller, Heike
author_facet Malzahn, Dörthe
Balavarca, Yesilda
Lozano, Jingky P
Bickeböller, Heike
author_sort Malzahn, Dörthe
collection PubMed
description For the Framingham Heart Study (FHS) and simulated FHS (FHSsim) data, we tested for gene-gene interaction in quantitative traits employing a longitudinal nonparametric association test (LNPT) and, for comparison, a survival analysis. We report results for the Offspring Cohort by LNPT analysis and on all longitudinal cohorts by survival analysis with cohort effect adjustment. We verified that type I errors were not inflated. We compared the power of both methods to detect in FHSsim data two sets of gene pairs that interact for the trait coronary artery calcification. In FHS, we tested eight gene pairs from a list of candidate genes for interaction effects on body mass index. Both methods found evidence for pairwise non-additive effects of mutations in the genes FTO, PON1, and PFKP on body mass index.
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spelling pubmed-27959832009-12-18 Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort Malzahn, Dörthe Balavarca, Yesilda Lozano, Jingky P Bickeböller, Heike BMC Proc Proceedings For the Framingham Heart Study (FHS) and simulated FHS (FHSsim) data, we tested for gene-gene interaction in quantitative traits employing a longitudinal nonparametric association test (LNPT) and, for comparison, a survival analysis. We report results for the Offspring Cohort by LNPT analysis and on all longitudinal cohorts by survival analysis with cohort effect adjustment. We verified that type I errors were not inflated. We compared the power of both methods to detect in FHSsim data two sets of gene pairs that interact for the trait coronary artery calcification. In FHS, we tested eight gene pairs from a list of candidate genes for interaction effects on body mass index. Both methods found evidence for pairwise non-additive effects of mutations in the genes FTO, PON1, and PFKP on body mass index. BioMed Central 2009-12-15 /pmc/articles/PMC2795983/ /pubmed/20018076 Text en Copyright ©2009 Malzahn et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Proceedings
Malzahn, Dörthe
Balavarca, Yesilda
Lozano, Jingky P
Bickeböller, Heike
Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort
title Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort
title_full Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort
title_fullStr Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort
title_full_unstemmed Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort
title_short Tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort
title_sort tests for candidate-gene interaction for longitudinal quantitative traits measured in a large cohort
topic Proceedings
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2795983/
https://www.ncbi.nlm.nih.gov/pubmed/20018076
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