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 linkage and segregation analysis is one of integration in high-dimensional spaces. In this paper, three available techniques for Bayesian linkage and segregation analysis are discussed: Markov Chain Monte Carlo (MCMC), importance sampling, and exact calculation. The contribution of each to the overall integration will be explicitly discussed.
journal_name
Genet Epidemioljournal_title
Genetic epidemiologyauthors
Matthysse Sdoi
10.1002/1098-2272(2000)19:1+<::AID-GEPI8>3.0.CO;2-subject
Has Abstractpub_date
2000-01-01 00:00:00pages
S50-6eissn
0741-0395issn
1098-2272journal_volume
19 Suppl 1pub_type
杂志文章abstract::Meta-analysis has been little explored to make an overall assessment of linkage from different studies. In practice, it is likely that published linkage studies will only report p-values. We compared the performance of the widely used Fisher method for combining p-values with that of pooling raw data. More loci were c...
journal_title:Genetic epidemiology
pub_type: 杂志文章,meta分析
doi:10.1002/gepi.1370170798
更新日期:1999-01-01 00:00:00
abstract::We have conducted a simulation study in small pedigrees to investigate the power to detect linkage and heterogeneity for a disorder due to either one of two independent disease loci. We have considered a highly polymorphic marker locus (PIC = 70%) linked to one disease locus and unlinked to the second. The power to de...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370070306
更新日期:1990-01-01 00:00:00
abstract::The heritability of most complex traits is driven by variants throughout the genome. Consequently, polygenic risk scores, which combine information on multiple variants genome-wide, have demonstrated improved accuracy in genetic risk prediction. We present a new two-step approach to constructing genome-wide polygenic ...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22245
更新日期:2019-10-01 00:00:00
abstract::The prevalence rate for autoimmune thyroid disease (ATD) is about 30 times higher in the type I diabetic (IDDM) families that were ascertained for Genetic Analysis Workshop 5 (GAW5) than in the general population. Two approaches were used to study the clustering of ATD and IDDM in these families: 1) HLA haplotype shar...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370060126
更新日期:1989-01-01 00:00:00
abstract::Multifactor dimensionality reduction (MDR) was developed as a nonparametric and model-free data mining method for detecting, characterizing, and interpreting epistasis in the absence of significant main effects in genetic and epidemiologic studies of complex traits such as disease susceptibility. The goal of MDR is to...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20360
更新日期:2009-01-01 00:00:00
abstract::Systemic lupus erythematosus (SLE) is a complex disease which is partly determined by genetic factors which influence susceptibility to the disease phenotype. In this association study we try to define the high risk haplotypes which are responsible for this disease, together with other environmental factors. In many o...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370080607
更新日期:1991-01-01 00:00:00
abstract::Over the past few years at least 13 transmission/disequilibrium test (TDT)-based tests have been developed for quantitative (Q) traits for the assessment of association or linkage in the presence of the other. A total of six of these QTDT methods were used to analyze log10IgE in the Collaborative Study on the Genetics...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.2001.21.s1.s312
更新日期:2001-01-01 00:00:00
abstract::Sub-Saharan Africa has been identified as the part of the world with the greatest human genetic diversity. This high level of diversity causes difficulties for genome-wide association (GWA) studies in African populations-for example, by reducing the accuracy of genotype imputation in African populations compared to no...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20626
更新日期:2011-12-01 00:00:00
abstract::The present findings for familial Alzheimer's disease suggest a possible linkage to gene(s) on chromosome 21 for the early onset form and to chromosome 19 for the late onset. Since these results are not unequivocal, possible alternative hypotheses include the effect of genetic heterogeneity or of an oligogenic model o...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370100618
更新日期:1993-01-01 00:00:00
abstract::In genetic association studies, a single marker is often associated with multiple, correlated phenotypes (e.g., obesity and cardiovascular disease, or nicotine dependence and lung cancer). A pervasive question is then whether that marker exerts independent effects on all phenotypes. In this paper, we address this ques...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.21660
更新日期:2012-09-01 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::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::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::Mapping of the human genome has the potential to transform the traditional methods of genetic epidemiology. The complete draft sequence of the 3.3 billion nucleotides comprising the genome is now available over the Internet, including the location and nearly complete sequence of the 26,000 to 31,000 protein-encoding g...
journal_title:Genetic epidemiology
pub_type: 杂志文章,评审
doi:10.1002/gepi.10226
更新日期:2003-02-01 00:00:00
abstract::A robust approach for estimating standard errors of variance components by using quantitative phenotypes from families ascertained through a proband with an extreme phenotypic value is presented. Estimators that use the multivariate normal distribution as a "working likelihood" are obtained by computing conditional ln...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370040305
更新日期:1987-01-01 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 prevalence of cardiovascular risk factors in Gerona, Spain, is high for the low myocardial infarction incidence and mortality rates in the province. Physical activity is a protective factor against coronary heart disease. We investigated whether the genetic variants Q and R of the paraoxonase Gln-Arg 192 polymorph...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(200003)18:3<276::AID-GEPI6
更新日期:2000-03-01 00:00:00
abstract::Path analysis of nuclear family data has been widely applied to resolve genetic and environmental sources of familial resemblance. Here we report the results of a systematic evaluation of the effects of departures from five modeling assumptions often made when analyzing nuclear family data; i) the observed environment...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370060207
更新日期:1989-01-01 00:00:00
abstract::We subjected the first replication of the simulated isolated population data set to a novel analysis for association between marker alleles and either disease phenotypes or quantitative variable. The analysis depends on being able to reliably reconstruct all haplotypes in the pedigree. This was achieved using the MCLI...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.2001.21.s1.s571
更新日期:2001-01-01 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::The participants of Presentation Group 18 of Genetic Analysis Workshop 14 analyzed the Collaborative Study on the Genetics of Alcoholism data set to investigate sex-specific effects for phenotypes related to alcohol dependence. In particular, the participants looked at imprinting (which is also known as parent-of-orig...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20121
更新日期:2005-01-01 00:00:00
abstract::The potential of genome-wide association analysis can only be realized when they have power to detect signals despite the detrimental effect of multiple testing on power. We develop a weighted multiple testing procedure that facilitates the input of prior information in the form of groupings of tests. For each group a...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20237
更新日期:2007-11-01 00:00:00
abstract::The availability of high-density haplotype data has motivated several fine-scale linkage disequilibrium mapping methods for locating disease-causing mutations. These methods identify loci around which haplotypes of case chromosomes exhibit greater similarity than do those of control chromosomes. A difficulty arising i...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20016
更新日期:2004-11-01 00:00:00
abstract::The 4 allele of apolipoprotein E (APOE) is associated with increased risk of two major causes of death in low-mortality populations: ischemic heart disease and Alzheimer's disease. It is less common among centenarians than at younger ages. Therefore, it is likely that it is associated with excess risk of death. This a...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.0164
更新日期:2002-02-01 00:00:00
abstract::The univariate analysis of categorical twin data can be performed using either structural equation modeling (SEM) or logistic regression. This paper presents a comparison between these two methods using a simulation study. Dichotomous and ordinal (three category) twin data are simulated under two different sample size...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1996)13:1<79::AID-GEPI7>3.
更新日期:1996-01-01 00:00:00
abstract::Methods for genetic risk prediction have been widely investigated in recent years. However, most available training data involves European samples, and it is currently unclear how to accurately predict disease risk in other populations. Previous studies have used either training data from European samples in large sam...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22083
更新日期:2017-12-01 00:00:00
abstract::Noncoding DNA contains gene regulatory elements that alter gene expression, and the function of these elements can be modified by genetic variation. Massively parallel reporter assays (MPRA) enable high-throughput identification and characterization of functional genetic variants, but the statistical methods to identi...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22337
更新日期:2020-10-01 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::To date, thousands of genetic variants to be associated with numerous human traits and diseases have been identified by genome-wide association studies (GWASs). The GWASs focus on testing the association between single trait and genetic variants. However, the analysis of multiple traits and single nucleotide polymorph...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22330
更新日期:2020-10-01 00:00:00
abstract::Genetic epidemiology is a relatively new discipline that seeks to unravel the role of genetic factors and their interactions with environmental factors in the etiology of diseases, using population and family study approaches. To characterize the overall direction and emphasis of research strategies used in this field...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370100505
更新日期:1993-01-01 00:00:00