Literature DB >> 21401569

Combining disease models to test for gene-environment interaction in nuclear families.

Thomas J Hoffmann1, Stijn Vansteelandt, Christoph Lange, Edwin K Silverman, Dawn L DeMeo, Nan M Laird.   

Abstract

It is useful to have robust gene-environment interaction tests that can utilize a variety of family structures in an efficient way. This article focuses on tests for gene-environment interaction in the presence of main genetic and environmental effects. The objective is to develop powerful tests that can combine trio data with parental genotypes and discordant sibships when parents' genotypes are missing. We first make a modest improvement on a method for discordant sibs (discordant on phenotype), but the approach does not allow one to use families when all offspring are affected, e.g., trios. We then make a modest improvement on a Mendelian transmission-based approach that is inefficient when discordant sibs are available, but can be applied to any nuclear family. Finally, we propose a hybrid approach that utilizes the most efficient method for a specific family type, then combines over families. We utilize this hybrid approach to analyze a chronic obstructive pulmonary disorder dataset to test for gene-environment interaction in the Serpine2 gene with smoking. The methods are freely available in the R package fbati.
© 2011, The International Biometric Society.

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Year:  2011        PMID: 21401569      PMCID: PMC3120904          DOI: 10.1111/j.1541-0420.2011.01581.x

Source DB:  PubMed          Journal:  Biometrics        ISSN: 0006-341X            Impact factor:   2.571


  29 in total

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2.  Case/pseudocontrol analysis in genetic association studies: A unified framework for detection of genotype and haplotype associations, gene-gene and gene-environment interactions, and parent-of-origin effects.

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3.  The transmission/disequilibrium test and parental-genotype reconstruction: the reconstruction-combined transmission/ disequilibrium test.

Authors:  M Knapp
Journal:  Am J Hum Genet       Date:  1999-03       Impact factor: 11.025

4.  P2BAT: a massive parallel implementation of PBAT for genome-wide association studies in R.

Authors:  Thomas Hoffmann; Christoph Lange
Journal:  Bioinformatics       Date:  2006-10-04       Impact factor: 6.937

5.  Sufficient cause interactions and statistical interactions.

Authors:  Tyler J VanderWeele
Journal:  Epidemiology       Date:  2009-01       Impact factor: 4.822

6.  Genetic epidemiology of severe, early-onset chronic obstructive pulmonary disease. Risk to relatives for airflow obstruction and chronic bronchitis.

Authors:  E K Silverman; H A Chapman; J M Drazen; S T Weiss; B Rosner; E J Campbell; W J O'DONNELL; J J Reilly; L Ginns; S Mentzer; J Wain; F E Speizer
Journal:  Am J Respir Crit Care Med       Date:  1998-06       Impact factor: 21.405

7.  Likelihood-based association analysis for nuclear families and unrelated subjects with missing genotype data.

Authors:  Frank Dudbridge
Journal:  Hum Hered       Date:  2008-03-31       Impact factor: 0.444

8.  The transforming growth factor-beta1 (TGFB1) gene is associated with chronic obstructive pulmonary disease (COPD).

Authors:  Juan C Celedón; Christoph Lange; Benjamin A Raby; Augusto A Litonjua; Lyle J Palmer; Dawn L DeMeo; John J Reilly; David J Kwiatkowski; Harold A Chapman; Nan Laird; Jody S Sylvia; Melvin Hernandez; Frank E Speizer; Scott T Weiss; Edwin K Silverman
Journal:  Hum Mol Genet       Date:  2004-06-02       Impact factor: 6.150

9.  Gene-environment interaction tests for dichotomous traits in trios and sibships.

Authors:  Thomas J Hoffmann; Christoph Lange; Stijn Vansteelandt; Nan M Laird
Journal:  Genet Epidemiol       Date:  2009-12       Impact factor: 2.135

Review 10.  Basic problems in interaction assessment.

Authors:  S Greenland
Journal:  Environ Health Perspect       Date:  1993-12       Impact factor: 9.031

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  2 in total

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Journal:  Birth Defects Res A Clin Mol Teratol       Date:  2015-05-23

2.  Identification of Novel Alzheimer's Disease Loci Using Sex-Specific Family-Based Association Analysis of Whole-Genome Sequence Data.

Authors:  Dmitry Prokopenko; Julian Hecker; Rory Kirchner; Brad A Chapman; Oliver Hoffman; Kristina Mullin; Winston Hide; Lars Bertram; Nan Laird; Dawn L DeMeo; Christoph Lange; Rudolph E Tanzi
Journal:  Sci Rep       Date:  2020-03-19       Impact factor: 4.379

  2 in total

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