Abstract:
:We construct data exploration tools for recognizing important covariate patterns associated with a phenotype, with particular focus on searching for association with gene-gene patterns. To this end, we propose a new variable selection procedure that employs latent selection weights and compare it to an alternative formulation. The selection procedures are implemented in tandem with a Dirichlet process mixture model for the flexible clustering of genetic and epidemiological profiles. We illustrate our approach with the aid of simulated data and the analysis of a real data set from a genome-wide association study.
journal_name
Genet Epidemioljournal_title
Genetic epidemiologyauthors
Papathomas M,Molitor J,Hoggart C,Hastie D,Richardson Sdoi
10.1002/gepi.21661subject
Has Abstractpub_date
2012-09-01 00:00:00pages
663-74issue
6eissn
0741-0395issn
1098-2272journal_volume
36pub_type
杂志文章abstract::A method is described for estimating excess relative risks of a disease from familial factors. Beginning with population-based series of cases and controls, a cohort of each subject's relatives is formed and checked for disease against a population based registry. The disease experience of the cohort formed from each ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370120306
更新日期:1995-01-01 00:00:00
abstract::We combined the five chromosome 18 bipolar affective disorder data sets provided by GAW10, totaling 185 families with 3,394 individuals, and performed analysis of differential parental transmission and chromosome 18 marker allele sharing in families with transmission through fathers vs those through mothers. Results i...
journal_title:Genetic epidemiology
pub_type: 临床试验,杂志文章
doi:10.1002/(SICI)1098-2272(1997)14:6<665::AID-GEPI19>
更新日期:1997-01-01 00:00:00
abstract::The restricted partition method (RPM) is a partitioning algorithm for examining multi-locus genotypes as (potentially non-additive) predictors of a quantitative trait. The motivating application was to develop a robust method to examine quantitative phenotypes for epistasis (gene-gene interactions), but the method can...
journal_title:Genetic epidemiology
pub_type: 杂志文章,评审
doi:10.1002/gepi.20006
更新日期:2004-09-01 00:00:00
abstract::A range of study designs, using unrelated or family controls, were used to investigate the pattern of association with disease of single nucleotide polymorphisms (SNPs) within candidate gene 1 (simulated data). Strong evidence of disease association at the functional locus was detected using all study designs, and in ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.2001.21.s1.s415
更新日期:2001-01-01 00:00:00
abstract::The association between insulin-dependent diabetes mellitus (IDDM) and an allele of a restriction fragment length polymorphism (RFLP) 5' to the coding region of the insulin gene has raised the possibility that variation in the vicinity of the insulin gene confers susceptibility to IDDM. To test this hypothesis, the di...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370060113
更新日期:1989-01-01 00:00:00
abstract::Complex diseases are presumed to be the results of interactions of several genes and environmental factors, with each gene only having a small effect on the disease. Thus, the methods that can account for gene-gene interactions to search for a set of marker loci in different genes or across genome and to analyze these...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20304
更新日期:2008-05-01 00:00:00
abstract::The following Gm and Km immunoglobulin allotypes were determined on the Genetic Analysis Workshop 5 insulin-dependent diabetes mellitus (GAW5 IDDM) families: G1m (1,2,3,17), G2m (23), G3m (5,10,11,13,14,21,28) and Km (1,3). Since the allotype G2m (23) has been rarely studied, due to paucity of typing reagents, it was ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370060108
更新日期:1989-01-01 00:00:00
abstract::Asthma and atopy are two closely related, common complex traits in which a number of genetic and environmental factors are suspected to play a role. We have performed parametric and nonparametric multi-marker linkage analysis for the Busselton data set, which is part of problem 1 of Genetic Analysis Workshop 12. In pa...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.2001.21.s1.s204
更新日期:2001-01-01 00:00:00
abstract::The results of classical segregation analysis on 159 families with polycystic kidney disease (PKD) are presented. It had been previously estimated that about 95% of autosomal dominant PKD (ADPKD) families have PKD1, the gene localized to chromosome 16p. The main purpose of the study was to determine if PKD shows any s...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370100305
更新日期:1993-01-01 00:00:00
abstract::Elevation in plasma total homocysteine (tHcy) is believed to be causally related to cardiovascular disease. Like age and sex, the thermolabile variant of methylenetetrahydrofolate reductase (MTHFR(C677T)) is an important nonmodifiable determinant of tHcy, which may be considered when describing normal ranges of tHcy i...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.10239
更新日期:2003-05-01 00:00:00
abstract::Our aim was to develop a simple method for testing gene-environment interaction in twin data ascertained through affected twins (probands), with known exposure status of both cotwins. To this end we derived formulae for two epidemiologic measures, as a function of prevalence of an exposure and genotype, and disease ri...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370110108
更新日期:1994-01-01 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::This report investigates the power issue in applying the non-parametric linkage analysis of affected sib-pairs (ASP) [Kruglyak and Lander, 1995: Am J Hum Genet 57:439-454] to localize genes that contribute to human longevity using long-lived sib-pairs. Data were simulated by introducing a recently developed statistica...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.10304
更新日期:2004-04-01 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::Hybrid designs arose from an effort to combine the benefits of family-based and population-based study designs. A recently proposed hybrid approach augments case-parent triads with population-based control-parent triads, genotyping everyone except the control offspring. Including parents of controls substantially impr...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20365
更新日期:2009-02-01 00:00:00
abstract::In an earlier paper, positive but nonsignificant lod scores were found in pair-wise linkage tests between multiple endocrine neoplasia type 2A (MEN-2A) and both the haptoglobin (HP) locus on chromosome 16 and group-specific component (GC) locus on chromosome 4. Recently discovered restriction fragment length polymorph...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370030306
更新日期:1986-01-01 00:00:00
abstract::We investigate the relevance of the genetic determination of bone mineral density (BMD) variation to that of differential risk to osteoporotic fractures (OF). The high heritability (h(2)) of BMD and the significant phenotypic correlations between high BMD and low risk to OF are well known. Little is reported on h(2) f...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1040
更新日期:2002-01-01 00:00:00
abstract::For the association analysis of whole-genome sequencing (WGS) studies, we propose an efficient and fast spatial-clustering algorithm. Compared to existing analysis approaches for WGS data, that define the tested regions either by sliding or consecutive windows of fixed sizes along variants, a meaningful grouping of ne...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22040
更新日期:2017-05-01 00:00:00
abstract::The large number of tests performed in analyzing data from genome-wide association studies has a large impact on the power of detecting risk variants, and analytic strategies specifying the optimal set of hypotheses to be tested are necessary. We propose a genome-wide strategy that is based on one degree of freedom te...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20182
更新日期:2006-12-01 00:00:00
abstract::A genetic epidemiologic investigation of breast cancer involving 389 breast cancer pedigrees including information on 14,721 individuals from the Icelandic population-based cancer registry is presented. Probands were women born in or after 1920 and reported to have breast cancer in the cancer registry. The average age...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(200001)18:1<81::AID-GEPI6>
更新日期:2000-01-01 00:00:00
abstract::This paper presents a projection regression model (PRM) to assess the relationship between a multivariate phenotype and a set of covariates, such as a genetic marker, age, and gender. In the existing literature, a standard statistical approach to this problem is to fit a multivariate linear model to the multivariate p...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.21658
更新日期:2012-09-01 00:00:00
abstract::Genome-wide association studies are proven tools for finding disease genes, but it is often necessary to combine many cohorts into a meta-analysis to detect statistically significant genetic effects. Often the component studies are performed by different investigators on different populations, using different chips wi...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.21949
更新日期:2016-02-01 00:00:00
abstract::A highly significant familial aggregation of eosinophil levels (X2(3) = 38.00) was detected in a sample from three Brazilian populations with a high incidence of helminthic parasitism. The data were unable to resolve genetic or common environment causation due to the lack of environmental concomitant variables. Result...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370090305
更新日期:1992-01-01 00:00:00
abstract::The transmission disequilibrium test (TDT), originally developed for mapping disease genes, has recently been extended to identify quantitative trait loci (QTL). For quantitative traits important for human health, generally multiple QTLs are involved. In the investigation of the statistical properties of the TDT, back...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1032
更新日期:2001-11-01 00:00:00
abstract::Atopic disease is generally recognized to be familial, although specific genetic components have yet to be identified. High levels of a unique class of immunoglobulins, immunoglobulin E (IgE), have been shown to be associated with allergies. Several investigators have reported evidence indicating a recessive regulator...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370020402
更新日期:1985-01-01 00:00:00
abstract::Various statistical methods have been proposed to evaluate associations between measured genetic variants and disease, including some using family designs. For breast cancer and rare variants, we applied a modified segregation analysis method that uses the population cancer incidence and population-based case families...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.10222
更新日期:2003-04-01 00:00:00
abstract::We propose a new approach to detect gene × gene joint action in genome-wide association studies (GWASs) for case-control designs. This approach offers an exhaustive search for all two-way joint action (including, as a special case, single gene action) that is computationally feasible at the genome-wide level and has r...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.21779
更新日期:2014-01-01 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::One approach to establish linkage is based on allele-sharing methods for sib pairs. Recently, the use of extreme sib pairs (ESP) has been proposed to increase power for mapping quantitative traits in humans. Several approaches have been discussed. In this study, we calculate sample sizes for the various ESP approaches...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1998)15:6<577::AID-GEPI3>3
更新日期:1998-01-01 00:00:00
abstract::We used a case-control design to scan the genome for any associations between genetic markers and disease susceptibility loci using the first two replicates of the Mycenaean population from the GAW11 (Problem 2) data. Using a case-control approach, we constructed a series of 2-by-3 tables for each allele of every mark...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.13701707128
更新日期:1999-01-01 00:00:00