Abstract:
:Genetic studies are continuing to generate volumes and variety of data that can be used to examine the genetic effects. Often the effect of a genetic variant varies by nongenetic measures, what is traditionally defined as gene-environment interaction (G×E). If the G×E term is neglected, estimates of the main effects can be substantially biased. We derive a general and convenient approximation to the magnitude of bias in the estimates due to omitting the G×E term. We show that the approximation is reasonably accurate in finite samples. We then apply the approximation in a study of Alzheimer's disease.
journal_name
Genet Epidemioljournal_title
Genetic epidemiologyauthors
Lobach Idoi
10.1002/gepi.22154subject
Has Abstractpub_date
2018-12-01 00:00:00pages
838-845issue
8eissn
0741-0395issn
1098-2272journal_volume
42pub_type
杂志文章abstract::Genome-wide association studies (GWAS) have identified many single nucleotide polymorphisms (SNPs) associated with complex traits. However, the genetic heritability of most of these traits remains unexplained. To help guide future studies, we address the crucial question of whether future GWAS can detect new SNP assoc...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.21724
更新日期:2013-05-01 00:00:00
abstract::Bone mass may be so reduced in some individuals as to be characterized as osteoporotic, with resulting fracture, particularly of the proximal femur, vertebrae, or wrist. We identified 34 mother-daughter sets (n = 70) and 29 sibling sets (n = 59) from a community study of bone mass correlates to assess the degree of re...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370030204
更新日期:1986-01-01 00:00:00
abstract::We have analyzed the GAW10 data from several studies of bipolar affective disorder (BPAD) using the software packages SimIBD and SIMWALK2. SimIBD implements a simulation-based affected-pedigree-member (APM) statistic, called SimAPM, as well as an APM-like statistic, also called SimIBD, that measures identical-by-desce...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1997)14:6<605::AID-GEPI9>3
更新日期:1997-01-01 00:00:00
abstract::For many clinical studies in cancer, germline DNA is prospectively collected for the purpose of discovering or validating single-nucleotide polymorphisms (SNPs) associated with clinical outcomes. The primary clinical endpoint for many of these studies are time-to-event outcomes such as time of death or disease progres...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.21645
更新日期:2012-09-01 00:00:00
abstract::Regressive models that incorporate measured variables and assumed genetic parameters were used to detect interactions between gene, research site, and environmental variables in GAW11 Problem 2. Replicates 1 to 5 were used in the analyses. Significant three-way gene x environment x site interactions were seen for all ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.13701707118
更新日期:1999-01-01 00:00:00
abstract::The genotypes of individuals in replicate genetic association studies have some level of correlation due to shared descent in the complete pedigree of all living humans. As a result of this genealogical sharing, replicate studies that search for genotype-phenotype associations using linkage disequilibrium between mark...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20400
更新日期:2009-09-01 00:00:00
abstract::In traits suspected to be governed by at least two loci, linkage analysis incorporating the joint action of both loci may improve the power to detect linkage, increase the precision of estimating locus positions and provide insight into the underlying etiological mechanism. Recently, we mapped two susceptibility loci ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20190
更新日期:2007-01-01 00:00:00
abstract::In the genotyped-proband design, a proband is selected based on an observed phenotype, the genotype of the proband is observed, and then the phenotypes of all first-degree relatives are obtained. The genotypes of these first-degree relatives are not observed. Gail et al. [(1999) Genet Epidemiol] discuss likelihood ana...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(200004)18:4<293::AID-GEPI3
更新日期:2000-04-01 00:00:00
abstract::This paper summarizes the analyses by participants in the insulin-dependent diabetes mellitus (IDDM) component of Genetic Analysis Workshop 5 (GAW5). The data were obtained from 94 families with two or more IDDM sibs. Topics treated in the Workshop analysis included the following: methods for detecting associations an...
journal_title:Genetic epidemiology
pub_type: 杂志文章,评审
doi:10.1002/gepi.1370060111
更新日期:1989-01-01 00:00:00
abstract::Haplotype-sharing was examined in sets of affected siblings in the Breast Cancer Linkage Consortium pedigrees [Easton et al., 1993], using both identity-by-descent and identity-by-state methods. Linkage of the disease susceptibility locus to markers on chromosome 17 was confirmed. Substantial genetic heterogeneity was...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370120653
更新日期:1995-01-01 00:00:00
abstract::Association analysis has led to the identification of many genetic variants for complex diseases. While assessing the association between genes and a disease, other factors can play an important role. The consequence of not considering covariates (such as population stratification and environmental factors) is well-do...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20558
更新日期:2011-02-01 00:00:00
abstract::Jewish women have been reported to have a higher risk for familial breast cancer than non-Jewish women and to be more likely to carry mutations in breast cancer genes such as BRCA1. Because BRCA1 mutations also increase women's risk for ovarian cancer, we asked whether Jewish women are at higher risk for familial ovar...
journal_title:Genetic epidemiology
pub_type: 临床试验,杂志文章,随机对照试验
doi:10.1002/(SICI)1098-2272(1998)15:1<51::AID-GEPI4>3.
更新日期:1998-01-01 00:00:00
abstract::Complex traits have been modeled under various modes of two-locus inheritance. One example of a two-locus threshold model is the situation where an individual is susceptible to a disease trait if he or she carries three or more disease alleles. Under this model, if each locus is examined individually the inheritance a...
journal_title:Genetic epidemiology
pub_type: 临床试验,杂志文章,随机对照试验
doi:10.1002/(SICI)1098-2272(1997)14:6<1097::AID-GEPI89
更新日期:1997-01-01 00:00:00
abstract::Four relative-pair methods for detecting genetic linkage were applied to familial Alzheimer's disease data. Results obtained using an extended Haseman-Elston test and a weighted rank pairwise correlation test, which both use information from all relative pairs, were consistent with previously published likelihood resu...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370100608
更新日期:1993-01-01 00:00:00
abstract::Identifying gene-environment (G-E) interactions can contribute to a better understanding of disease etiology, which may help researchers develop disease prevention strategies and interventions. One big criticism of studying G-E interaction is the lack of power due to sample size. Studies often restrict the interaction...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22043
更新日期:2017-07-01 00:00:00
abstract::Genome-wide association studies of discrete traits generally use simple methods of analysis based on chi(2) tests for contingency tables or logistic regression, at least for an initial scan of the entire genome. Nevertheless, more power might be obtained by using various methods that analyze multiple markers in combin...
journal_title:Genetic epidemiology
pub_type:
doi:10.1002/gepi.20465
更新日期:2009-01-01 00:00:00
abstract::Unaffected individuals are often disregarded in nonparametric linkage analysis. Because of the presumed high complexity of genetic interactions and the resulting low penetrance of any single genetic effect, the statistical contribution of unaffected sib pairs is thought to be considerably lower than that of the affect...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.2001.21.s1.s522
更新日期:2001-01-01 00:00:00
abstract::In this paper we investigate the power to identify gene x gene interactions in genome-wide association studies. In our analysis we focus on two-stage analyses: analyses in which we only test for interactions between single nucleotide polymorphisms that show some marginal effect. We give two algorithms to compute signi...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20300
更新日期:2008-04-01 00:00:00
abstract::We present a range of modelling components designed to facilitate Bayesian analysis of genetic-association-study data. A key feature of our approach is the ability to combine different submodels together, almost arbitrarily, for dealing with the complexities of real data. In particular, we propose various techniques f...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20140
更新日期:2006-04-01 00:00:00
abstract::When many correlated traits are measured the potential exists to discover the coordinated control of these traits via genotyped polymorphisms. A common statistical approach to this problem involves assessing the relationship between each phenotype and each single nucleotide polymorphism (SNP) individually (PHN); and t...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20257
更新日期:2008-01-01 00:00:00
abstract::Multipoint linkage analysis using sibpair designs remains a common approach to help investigators to narrow chromosomal regions for traits (either qualitative or quantitative) of interest. Despite its popularity, the success of this approach depends heavily on how issues such as genetic heterogeneity, gene-gene, and g...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20036
更新日期:2005-01-01 00:00:00
abstract::Complex segregation analysis and linkage methods are mathematical techniques for the genetic dissection of complex diseases. They are used to delineate complex modes of familial transmission and to localize putative disease susceptibility loci to specific chromosomal locations. The computational problem of Bayesian li...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/1098-2272(2000)19:1+<::AID-GEPI8>3.0.CO;2-
更新日期:2000-01-01 00:00:00
abstract::Over the past few years, an increasing number of studies have identified rare variants that contribute to trait heritability. Due to the extreme rarity of some individual variants, gene-based association tests have been proposed to aggregate the genetic variants within a gene, pathway, or specific genomic region as op...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22081
更新日期:2017-12-01 00:00:00
abstract::Previous transcriptome-wide association studies (TWAS) have identified breast cancer risk genes by integrating data from expression quantitative loci and genome-wide association studies (GWAS), but analyses of breast cancer subtype-specific associations have been limited. In this study, we conducted a TWAS using gene ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22288
更新日期:2020-07-01 00:00:00
abstract::Genes with imprinting (parent-of-origin) effects express differently when inheriting from the mother or from the father. Some genes for development and behavior in mammals are known to be imprinted. We developed parametric linkage analysis that accounts for imprinting effects for continuous traits, implementing it in ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20321
更新日期:2008-07-01 00:00:00
abstract::Recent studies have found an association between presence of apolipoprotein E (APOE) epsilon 4 allele and Alzheimer's disease (AD). The present study compared the cumulative risk of primary progressive dementia (PPD) in relatives of AD probands carrying at least one copy of the epsilon 4 allele with the relatives of A...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1996)13:3<285::AID-GEPI5>3
更新日期:1996-01-01 00:00:00
abstract::Linkage analyses and association studies were employed to detect disease susceptibility loci leading to elevated Q1 levels in Problem 2B. Phenotypes were defined to be the dichotomous affection status, the quantitative value for Q1, and Q1 adjusted for covariates. The method of mod-scores (for the dichotomous phenotyp...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1997)14:6<1035::AID-GEPI79
更新日期:1997-01-01 00:00:00
abstract::Our goal was to detect genes contributing to the P300 component of the event related potential (ERP). We found that all of the ERP traits were highly correlated. Most of them distinguished alcoholics from nonalcoholics. To have one summary variable for the ERP traits, we calculated the first principal component (PRIN1...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370170728
更新日期:1999-01-01 00:00:00
abstract::Increasing evidence has shown that genes may cause prenatal, neonatal, and pediatric diseases depending on their parental origins. Statistical models that incorporate parent-of-origin effects (POEs) can improve the power of detecting disease-associated genes and help explain the missing heritability of diseases. In ma...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22060
更新日期:2017-11-01 00:00:00
abstract::We describe an extension to the TDT (transmission/disequilibrium test) which allows for more than two marker alleles and for covariates measured on the parent or offspring. We also describe a systematic genomic search where the mod score (maximized lod score) is computed for each marker under constraints on the popula...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370120623
更新日期:1995-01-01 00:00:00