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 polymorphisms (SNPs) might reflect physiological process of complex diseases and the corresponding study is called pleiotropy association analysis. Modern day GWASs report only summary statistics instead of individual-level phenotype and genotype data to avoid logistical and privacy issues. Existing methods for combining multiple phenotypes GWAS summary statistics mainly focus on low-dimensional phenotypes while lose power in high-dimensional cases. To overcome this defect, we propose two kinds of truncated tests to combine multiple phenotypes summary statistics. Extensive simulations show that the proposed methods are robust and powerful when the dimension of the phenotypes is high and only part of the phenotypes are associated with the SNPs. We apply the proposed methods to blood cytokines data collected from Finnish population. Results show that the proposed tests can identify additional genetic markers that are missed by single trait analysis.
journal_name
Genet Epidemioljournal_title
Genetic epidemiologyauthors
Bu D,Yang Q,Meng Z,Zhang S,Li Qdoi
10.1002/gepi.22330subject
Has Abstractpub_date
2020-10-01 00:00:00pages
687-701issue
7eissn
0741-0395issn
1098-2272journal_volume
44pub_type
杂志文章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::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::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::We analyzed the GAW11 data on alcoholism provided by the Collaborative Study on the Genetics of Alcoholism (COGA) using an extension of a new test of linkage and association for quantitative traits developed by George et al. [1999]. This method determines linkage between marker loci and quantitative traits, when allel...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370170758
更新日期:1999-01-01 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::Penalized regression methods offer an attractive alternative to single marker testing in genetic association analysis. Penalized regression methods shrink down to zero the coefficient of markers that have little apparent effect on the trait of interest, resulting in a parsimonious subset of what we hope are true perti...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20543
更新日期:2010-12-01 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::A major locus influencing apolipoprotein AI (apo AI) serum levels was detected using data from the Donner Laboratory Family Study. This locus accounts for 46% of the phenotypic variability in apo AI levels. Multivariate segregation analysis revealed that this major locus also has significant pleiotropic effects on the...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370100648
更新日期:1993-01-01 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::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::We determined pairwise linkage disequilibria between 12 restriction fragment length polymorphism (RFLP) markers at or near the low-density lipoprotein receptor (LDLR) locus on chromosome 19p13.2-13.1 in 92 unrelated individuals. Of these 12 RFLPs, two were newly identified under a cosmid-based strategy designed to scr...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370070114
更新日期:1990-01-01 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::For most complex diseases, the fraction of heritability that can be explained by the variants discovered from genome-wide association studies is minor. Although the so-called "rare variants" (minor allele frequency [MAF] < 1%) have attracted increasing attention, they are unlikely to account for much of the "missing h...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.21740
更新日期:2013-09-01 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::Construction of multifactorial disease models from epidemiological findings and their application to disease pedigrees for risk prediction is nontrivial for all but the simplest of cases. Multifactorial Disease Risk Calculator is a web tool facilitating this. It provides a user-friendly interface, extending a reported...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22101
更新日期:2018-03-01 00:00:00
abstract::Rheumatoid arthritis is an inflammatory disease for which positive associations have been described with some HLA-DRB1 alleles. The associated alleles share a similar amino acid sequence in the third hypervariable region, the shared epitope, but differ at position 71 and 86. It has been suggested that HLA susceptibili...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/1098-2272(200012)19:4<422::AID-GEPI12>3.0.
更新日期:2000-12-01 00:00:00
abstract::We examined familial resemblance and performed segregation analysis for the maximal expiratory flow rate at 50% of vital capacity (Vmax50) and the ratio of Vmax50 to forced vital capacity (FVC), based on data from 309 nuclear families with 1,045 individuals in the town of Humboldt, Saskatchewan, in 1993. Vmax50 is con...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1999)16:1<95::AID-GEPI8>3.
更新日期:1999-01-01 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::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
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::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::In diseases with a complex mode of inheritance, families with multiple affected individuals are difficult to ascertain. The haplotype sharing statistic (HSS) uses (hidden) co-ancestry between affected individuals from a founder population. These affected individuals will likely not only share the same mutation(s), but...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1997)14:6<915::AID-GEPI59>
更新日期:1997-01-01 00:00:00
abstract::Several approaches were taken to identify the loci contributing to the quantitative and qualitative phenotypes in the Genetic Analysis Workshop 12 simulated data set. To identify possible quantitative trait loci (QTL), the quantitative traits were analyzed using SOLAR. The four replicates identified as the "best repli...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.2001.21.s1.s732
更新日期:2001-01-01 00:00:00
abstract::Several statistical tests for linkage between a disease susceptibility locus and a marker locus for sib-pair data are examined analytically. Two common statistics, a test based on the mean number of marker alleles shared identical by descent by sib-pairs, and a test based on the proportion of sib-pairs sharing exactly...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.1370070506
更新日期:1990-01-01 00:00:00
abstract::Genome-wide association studies (GWAS) are a powerful tool for understanding the genetic basis of diseases and traits, but most studies have been conducted in isolation, with a focus on either a single or a set of closely related phenotypes. We describe MetABF, a simple Bayesian framework for performing integrative me...
journal_title:Genetic epidemiology
pub_type: 杂志文章,meta分析
doi:10.1002/gepi.22202
更新日期:2019-07-01 00:00:00
abstract::The complex etiology of common diseases like cardiovascular disease, diabetes, hypertension, and rheumatoid arthritis has led investigators to focus on the genetics of correlated phenotypes and risk factors. Joint analysis of multiple disease-related phenotypes may reveal genes of pleiotropic effect and increase analy...
journal_title:Genetic epidemiology
pub_type:
doi:10.1002/gepi.20470
更新日期:2009-01-01 00:00:00
abstract::Linkage disequilibrium mapping of quantitative traits is a powerful method for dissecting the genetic etiology of complex phenotypes. Quantitative traits, however, often exhibit characteristics that make their use problematic. For example, the distribution of the trait may be censored, highly skewed, or contaminated w...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.20141
更新日期:2006-04-01 00:00:00
abstract::A key aim for current genome-wide association studies (GWAS) is to interrogate the full spectrum of genetic variation underlying human traits, including rare variants, across populations. Deep whole-genome sequencing is the gold standard to fully capture genetic variation, but remains prohibitively expensive for large...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/gepi.22326
更新日期:2020-09-01 00:00:00
abstract::Intended to resolve the problem of constructing a matched population-based control sample, haplotype relative risk techniques frequently suffer from loss of power for late-onset diseases due to unavailability of parental genotypes that are required to form parent-offspring pairs. However, much of this missing informat...
journal_title:Genetic epidemiology
pub_type: 杂志文章
doi:10.1002/(SICI)1098-2272(1998)15:5<471::AID-GEPI3>3
更新日期:1998-01-01 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