Literature DB >> 12606881

On the use of population attributable fraction to determine sample size for case-control studies of gene-environment interaction.

Quanhe Yang1, Muin J Khoury, J M Friedman, W Dana Flanders.   

Abstract

Most methods for calculating the sample size needed to detect gene-environment interactions use odds ratios to measure the effect size. We show that for any combination of susceptible genotype prevalence and exposure prevalence and their associated risks, the odds ratio measuring strength of interaction corresponds to a population attributable fraction (PAF) because of interaction and vice versa. Simultaneous consideration of odds ratio for interaction and the associated PAF attributable to interaction provides additional insight to investigators evaluating the feasibility and public health relevance of a proposed study. We considered gene-environment interactions on a multiplicative scale, and assumed a dichotomous environmental exposure variable and a single two-allele disease-susceptibility locus. Our results show, for example, that for studies of exposures and genotypes that are common in a population (30%-50%), the PAF for interaction is large (>27%) even if the odds ratio for interaction is only moderate (approximately 2). If simultaneous estimates of interaction odds ratio and PAF indicate that the PAF is so large as to be implausible, the investigator may decide to reevaluate the study design based on detecting a more reasonable PAF. In this case, the associated odds ratio for interaction will be weaker and a considerably larger sample size may be needed.

Entities:  

Mesh:

Year:  2003        PMID: 12606881     DOI: 10.1097/01.EDE.0000040256.22618.12

Source DB:  PubMed          Journal:  Epidemiology        ISSN: 1044-3983            Impact factor:   4.822


  7 in total

Review 1.  Sample size estimation in research with dependent measures and dichotomous outcomes.

Authors:  Kevin L Delucchi
Journal:  Am J Public Health       Date:  2004-03       Impact factor: 9.308

2.  Can Hip Fracture Prediction in Women be Estimated beyond Bone Mineral Density Measurement Alone?

Authors:  Piet Geusens; Tineke van Geel; Joop van den Bergh
Journal:  Ther Adv Musculoskelet Dis       Date:  2010-04       Impact factor: 5.346

3.  Case-sibling studies that acknowledge unstudied parents and permit the inclusion of unmatched individuals.

Authors:  Min Shi; David M Umbach; Clarice R Weinberg
Journal:  Int J Epidemiol       Date:  2012-12-17       Impact factor: 7.196

4.  Orofacial cleft risk is increased with maternal smoking and specific detoxification-gene variants.

Authors:  Min Shi; Kaare Christensen; Clarice R Weinberg; Paul Romitti; Lise Bathum; Anthony Lozada; Richard W Morris; Michael Lovett; Jeffrey C Murray
Journal:  Am J Hum Genet       Date:  2006-12-07       Impact factor: 11.025

5.  A missense single-nucleotide polymorphism in a gene encoding a protein tyrosine phosphatase (PTPN22) is associated with rheumatoid arthritis.

Authors:  Ann B Begovich; Victoria E H Carlton; Lee A Honigberg; Steven J Schrodi; Anand P Chokkalingam; Heather C Alexander; Kristin G Ardlie; Qiqing Huang; Ashley M Smith; Jill M Spoerke; Marion T Conn; Monica Chang; Sheng-Yung P Chang; Randall K Saiki; Joseph J Catanese; Diane U Leong; Veronica E Garcia; Linda B McAllister; Douglas A Jeffery; Annette T Lee; Franak Batliwalla; Elaine Remmers; Lindsey A Criswell; Michael F Seldin; Daniel L Kastner; Christopher I Amos; John J Sninsky; Peter K Gregersen
Journal:  Am J Hum Genet       Date:  2004-06-18       Impact factor: 11.025

6.  Genetic modifiers of liver disease in cystic fibrosis.

Authors:  Jaclyn R Bartlett; Kenneth J Friedman; Simon C Ling; Rhonda G Pace; Scott C Bell; Billy Bourke; Giuseppe Castaldo; Carlo Castellani; Marco Cipolli; Carla Colombo; John L Colombo; Dominique Debray; Adriana Fernandez; Florence Lacaille; Milan Macek; Marion Rowland; Francesco Salvatore; Christopher J Taylor; Claire Wainwright; Michael Wilschanski; Dana Zemková; William B Hannah; M James Phillips; Mary Corey; Julian Zielenski; Ruslan Dorfman; Yunfei Wang; Fei Zou; Lawrence M Silverman; Mitchell L Drumm; Fred A Wright; Ethan M Lange; Peter R Durie; Michael R Knowles
Journal:  JAMA       Date:  2009-09-09       Impact factor: 56.272

7.  Gene × Environment Interaction in Developmental Disorders: Where Do We Stand and What's Next?

Authors:  Gianluca Esposito; Atiqah Azhari; Jessica L Borelli
Journal:  Front Psychol       Date:  2018-10-26
  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.