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catmap: Case-control And TDT Meta-Analysis Package

BACKGROUND: Risk for complex disease is thought to be controlled by multiple genetic risk factors, each with small individual effects. Meta-analyses of several independent studies may be helpful to increase the ability to detect association when effect sizes are modest. Although many software option...

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Autor principal: Nicodemus, Kristin K
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2291045/
https://www.ncbi.nlm.nih.gov/pubmed/18307795
http://dx.doi.org/10.1186/1471-2105-9-130
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author Nicodemus, Kristin K
author_facet Nicodemus, Kristin K
author_sort Nicodemus, Kristin K
collection PubMed
description BACKGROUND: Risk for complex disease is thought to be controlled by multiple genetic risk factors, each with small individual effects. Meta-analyses of several independent studies may be helpful to increase the ability to detect association when effect sizes are modest. Although many software options are available for meta-analysis of genetic case-control data, no currently available software implements the method described by Kazeem and Farrall (2005), which combines data from independent family-based and case-control studies. RESULTS: I introduce the package catmap for the R statistical computing environment that implements fixed- and random-effects pooled estimates for case-control and transmission disequilibrium methods, allowing for the use of genetic association data across study types. In addition, catmap may be used to create forest and funnel plots and to perform sensitivity analysis and cumulative meta-analysis. catmap is available from the Comprehensive R Archive Network . CONCLUSION: catmap allows researchers to synthesize data to assess evidence for association in studies of genetic polymorphisms, facilitating the use of pooled data analyses which may increase power to detect moderate genetic associations.
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spelling pubmed-22910452008-04-10 catmap: Case-control And TDT Meta-Analysis Package Nicodemus, Kristin K BMC Bioinformatics Software BACKGROUND: Risk for complex disease is thought to be controlled by multiple genetic risk factors, each with small individual effects. Meta-analyses of several independent studies may be helpful to increase the ability to detect association when effect sizes are modest. Although many software options are available for meta-analysis of genetic case-control data, no currently available software implements the method described by Kazeem and Farrall (2005), which combines data from independent family-based and case-control studies. RESULTS: I introduce the package catmap for the R statistical computing environment that implements fixed- and random-effects pooled estimates for case-control and transmission disequilibrium methods, allowing for the use of genetic association data across study types. In addition, catmap may be used to create forest and funnel plots and to perform sensitivity analysis and cumulative meta-analysis. catmap is available from the Comprehensive R Archive Network . CONCLUSION: catmap allows researchers to synthesize data to assess evidence for association in studies of genetic polymorphisms, facilitating the use of pooled data analyses which may increase power to detect moderate genetic associations. BioMed Central 2008-02-28 /pmc/articles/PMC2291045/ /pubmed/18307795 http://dx.doi.org/10.1186/1471-2105-9-130 Text en Copyright © 2008 Nicodemus; 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 Software
Nicodemus, Kristin K
catmap: Case-control And TDT Meta-Analysis Package
title catmap: Case-control And TDT Meta-Analysis Package
title_full catmap: Case-control And TDT Meta-Analysis Package
title_fullStr catmap: Case-control And TDT Meta-Analysis Package
title_full_unstemmed catmap: Case-control And TDT Meta-Analysis Package
title_short catmap: Case-control And TDT Meta-Analysis Package
title_sort catmap: case-control and tdt meta-analysis package
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2291045/
https://www.ncbi.nlm.nih.gov/pubmed/18307795
http://dx.doi.org/10.1186/1471-2105-9-130
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