Genome-wide linkage analysis of longitudinal phenotypes using sigma2A random effects (SSARs) fitted by Gibbs sampling.

Abstract:

:The study of change in intermediate phenotypes over time is important in genetics. In this paper we explore a new approach to phenotype definition in the genetic analysis of longitudinal phenotypes. We utilized data from the longitudinal Framingham Heart Study Family Cohort to investigate the familial aggregation and evidence for linkage to change in systolic blood pressure (SBP) over time. We used Gibbs sampling to derive sigma-squared-A-random-effects (SSARs) for the longitudinal phenotype, and then used these as a new phenotype in subsequent genome-wide linkage analyses. Additive genetic effects (sigma2A.time) were estimated to account for approximately 9.2% of the variance in the rate of change of SBP with age, while additive genetic effects (sigma2A) were estimated to account for approximately 43.9% of the variance in SBP at the mean age. The linkage results suggested that one or more major loci regulating change in SBP over time may localize to chromosomes 2, 3, 4, 6, 10, 11, 17, and 19. The results also suggested that one or more major loci regulating level of SBP may localize to chromosomes 3, 8, and 14. Our results support a genetic component to both SBP and change in SBP with age, and are consistent with a complex, multifactorial susceptibility to the development of hypertension. The use of SSARs derived from quantitative traits as input to a conventional linkage analysis appears to be valuable in the linkage analysis of genetically complex traits. We have now demonstrated in this paper the use of SSARs in the context of longitudinal family data.

journal_name

BMC Genet

journal_title

BMC genetics

authors

Palmer LJ,Scurrah KJ,Tobin M,Patel SR,Celedon JC,Burton PR,Weiss ST

doi

10.1186/1471-2156-4-S1-S12

keywords:

subject

Has Abstract

pub_date

2003-12-31 00:00:00

pages

S12

issn

1471-2156

pii

1471-2156-4-S1-S12

journal_volume

4 Suppl 1

pub_type

杂志文章
  • Hemi-nested touchdown PCR combined with primer-template mismatch PCR for rapid isolation and sequencing of low molecular weight glutenin subunit gene family from a hexaploid wheat BAC library.

    abstract:BACKGROUND:Hexaploid wheat (Triticum aestivum L.) possesses a large genome that contains 1.6 x 1010 bp of DNA. Isolation of a large number of gene sequences from complex gene families with a high level of gene sequence identity from genomic DNA is therefore difficult and time-consuming. Bacterial artificial chromosome ...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-8-18

    authors: Huang XQ,Cloutier S

    更新日期:2007-05-04 00:00:00

  • Including endophenotypes as covariates in variance component heritability and linkage analysis.

    abstract::The purpose of these analyses was to determine if incorporating or adjusting for covariates in genetic analyses helped or hindered in genetic analyses, specifically heritability and linkage analyses. To study this question, two types of covariate models were used in the simulated Genetic Analysis Workshop 14 dataset i...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-6-S1-S49

    authors: Bailey JN

    更新日期:2005-12-30 00:00:00

  • GM and KM immunoglobulin allotypes in the Galician population: new insights into the peopling of the Iberian Peninsula.

    abstract:BACKGROUND:The current genetic structure of Iberian populations has presumably been affected by the complex orography of its territory, the different people and civilizations that settled there, its ancient and complex history, the diverse and persistent sociocultural patterns in its different regions, and also by the ...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-8-37

    authors: Calderón R,Lodeiro R,Varela TA,Fariña J,Ambrosio B,Guitard E,González-Martín A,Dugoujon JM

    更新日期:2007-06-27 00:00:00

  • Detecting responses to treatment with fenofibrate in pedigrees.

    abstract:BACKGROUND:Fenofibrate (Fb) is a known treatment for elevated triglyceride (TG) levels. The Genetics of Lipid Lowering Drugs and Diet Network (GOLDN) study was designed to investigate potential contributors to the effects of Fb on TG levels. Here, we summarize the analyses of 8 papers whose authors had access to the GO...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/s12863-018-0652-5

    authors: Cherlin S,Wang MH,Bickeböller H,Cantor RM

    更新日期:2018-09-17 00:00:00

  • Whole genome scan reveals the genetic signature of African Ankole cattle breed and potential for higher quality beef.

    abstract:BACKGROUND:Africa is home to numerous cattle breeds whose diversity has been shaped by subtle combinations of human and natural selection. African Sanga cattle are an intermediate type of cattle resulting from interbreeding between Bos taurus and Bos indicus subspecies. Recently, research has asserted the potential of ...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/s12863-016-0467-1

    authors: Taye M,Kim J,Yoon SH,Lee W,Hanotte O,Dessie T,Kemp S,Mwai OA,Caetano-Anolles K,Cho S,Oh SJ,Lee HK,Kim H

    更新日期:2017-02-09 00:00:00

  • Recombination of the porcine X chromosome: a high density linkage map.

    abstract:BACKGROUND:Linkage maps are essential tools for the study of several topics in genome biology. High density linkage maps for the porcine autosomes have been constructed exploiting the high density data provided by the PorcineSNP60 BeadChip. However, a high density SSCX linkage map has not been reported up to date. The ...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/s12863-014-0148-x

    authors: Fernández AI,Muñoz M,Alves E,Folch JM,Noguera JL,Enciso MP,Rodríguez Mdel C,Silió L

    更新日期:2014-12-20 00:00:00

  • Genetic diversity assessment of sesame core collection in China by phenotype and molecular markers and extraction of a mini-core collection.

    abstract:BACKGROUND:Sesame (Sesamum indicum L.) is one of the four major oil crops in China. A sesame core collection (CC) was established in China in 2000, but no complete study on its genetic diversity has been carried out at either the phenotypic or molecular level. To provide technical guidance, a theoretical basis for furt...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-13-102

    authors: Zhang Y,Zhang X,Che Z,Wang L,Wei W,Li D

    更新日期:2012-11-15 00:00:00

  • Interval estimation of disease loci: development and applications of new linkage methods.

    abstract::Three variants of the confidence set inference (CSI) procedure were proposed and applied to both the simulated and the Collaborative Study on the Genetics of Alcoholism (COGA) data. For each of the two applications, we first performed a preliminary genome scan study based on the microsatellite markers using the GENEHU...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-6-S1-S21

    authors: Papachristou C,Lin S

    更新日期:2005-12-30 00:00:00

  • Fast and accurate haplotype frequency estimation for large haplotype vectors from pooled DNA data.

    abstract:BACKGROUND:Typically, the first phase of a genome wide association study (GWAS) includes genotyping across hundreds of individuals and validation of the most significant SNPs. Allelotyping of pooled genomic DNA is a common approach to reduce the overall cost of the study. Knowledge of haplotype structure can provide ad...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-13-94

    authors: Iliadis A,Anastassiou D,Wang X

    更新日期:2012-10-30 00:00:00

  • Cytoplasm affects grain weight and filled-grain ratio in indica rice.

    abstract:BACKGROUND:Cytoplasmic effects on agronomic traits--involving cytoplasmic and nuclear genomes of either different species or different cultivars--are well documented in wheat but have seldom been demonstrated in rice (Oryza sativa L.). To detect cytoplasmic effects, we introgressed the nuclear genomes of three indica c...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-12-53

    authors: Tao D,Xu P,Zhou J,Deng X,Li J,Deng W,Yang J,Yang G,Li Q,Hu F

    更新日期:2011-06-01 00:00:00

  • Genomic prediction of trait segregation in a progeny population: a case study of Japanese pear (Pyrus pyrifolia).

    abstract:BACKGROUND:In cross breeding, it is important to choose a good parental combination that has high probability of generating offspring with desired characteristics. This study examines a method for predicting the segregation of target traits in a progeny population based on genome-wide markers and phenotype data of pare...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-14-81

    authors: Iwata H,Hayashi T,Terakami S,Takada N,Saito T,Yamamoto T

    更新日期:2013-09-12 00:00:00

  • Three novel mutations in KIF21A highlight the importance of the third coiled-coil stalk domain in the etiology of CFEOM1.

    abstract:BACKGROUND:Congenital fibrosis of the extraocular muscles types 1 and 3 (CFEOM1/CFEOM3) are autosomal dominant strabismus disorders that appear to result from maldevelopment of ocular nuclei and nerves. We previously reported that most individuals with CFEOM1 and rare individuals with CFEOM3 harbor heterozygous mutatio...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-8-26

    authors: Chan WM,Andrews C,Dragan L,Fredrick D,Armstrong L,Lyons C,Geraghty MT,Hunter DG,Yazdani A,Traboulsi EI,Pott JW,Gutowski NJ,Ellard S,Young E,Hanisch F,Koc F,Schnall B,Engle EC

    更新日期:2007-05-18 00:00:00

  • Identification of major QTLs underlying tomato spotted wilt virus resistance in peanut cultivar Florida-EP(TM) '113'.

    abstract:BACKGROUND:Spotted wilt caused by tomato spotted wilt virus (TSWV) is one of the major peanut (Arachis hypogaea L.) diseases in the southeastern United States. Occurrence, severity, and symptoms of spotted wilt disease are highly variable from season to season, making it difficult to efficiently evaluate breeding popul...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/s12863-016-0435-9

    authors: Tseng YC,Tillman BL,Peng Z,Wang J

    更新日期:2016-09-06 00:00:00

  • GWAS of habitual coffee consumption reveals a sex difference in the genetic effect of the 12q24 locus in the Japanese population.

    abstract:BACKGROUND:Studies on genetic effects of coffee consumption are scarce for Asian populations. We conducted a genome-wide association study (GWAS) of habitual coffee consumption in Japan using a self-reporting online survey. RESULTS:Candidate genetic loci associated with habitual coffee consumption were searched within...

    journal_title:BMC genetics

    pub_type: 杂志文章,meta分析

    doi:10.1186/s12863-019-0763-7

    authors: Jia H,Nogawa S,Kawafune K,Hachiya T,Takahashi S,Igarashi M,Saito K,Kato H

    更新日期:2019-07-26 00:00:00

  • LD2SNPing: linkage disequilibrium plotter and RFLP enzyme mining for tag SNPs.

    abstract:BACKGROUND:Linkage disequilibrium (LD) mapping is commonly used to evaluate markers for genome-wide association studies. Most types of LD software focus strictly on LD analysis and visualization, but lack supporting services for genotyping. RESULTS:We developed a freeware called LD2SNPing, which provides a complete pa...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-10-26

    authors: Chang HW,Chuang LY,Chang YJ,Cheng YH,Hung YC,Chen HC,Yang CH

    更新日期:2009-06-06 00:00:00

  • Characterization of the chromosomal inversion associated with the Koa mutation in the mouse revealed the cause of skeletal abnormalities.

    abstract:BACKGROUND:Koala (Koa) is a dominant mutation in mice causing bushy muzzle and pinna, and is associated with a chromosomal inversion on the distal half of chromosome 15. To identify the gene responsible for the Koa phenotypes, we investigated phenotypes of Koa homozygous mice and determined the breakpoints of the inver...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-10-60

    authors: Katayama K,Miyamoto S,Furuno A,Akiyama K,Takahashi S,Suzuki H,Tsuji T,Kunieda T

    更新日期:2009-09-22 00:00:00

  • Puccinia triticina pathotypes THTT and THTS display complex transcript profiles on wheat cultivar Thatcher.

    abstract:BACKGROUND:Wheat leaf rust is an important disease worldwide. Understanding the pathogenic molecular mechanism of Puccinia triticina Eriks. (Pt) and the inconstant toxic region is critical for managing the disease. The present study aimed to analyze the pathogenic divergence between Pt isolates. RESULTS:Total RNA was ...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/s12863-020-00851-5

    authors: Wei J,Cui L,Zhang N,Du D,Meng Q,Yan H,Liu D,Yang W

    更新日期:2020-04-28 00:00:00

  • Identification and mapping of stable QTL with main and epistasis effect on rice grain yield under upland drought stress.

    abstract:BACKGROUND:Drought is one of the most important abiotic stresses that cause drastic reduction in rice grain yield (GY) in rainfed environments. The identification and introgression of QTL leading to high GY under drought have been advocated to be the preferred breeding strategy to improve drought tolerance of popular r...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-15-63

    authors: Sandhu N,Singh A,Dixit S,Sta Cruz MT,Maturan PC,Jain RK,Kumar A

    更新日期:2014-05-27 00:00:00

  • Worldwide distribution of NAT2 diversity: implications for NAT2 evolutionary history.

    abstract:BACKGROUND:The N-acetyltransferase 2 (NAT2) gene plays a crucial role in the metabolism of many drugs and xenobiotics. As it represents a likely target of population-specific selection pressures, we fully sequenced the NAT2 coding region in 97 Mandenka individuals from Senegal, and compared these sequences to extant da...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-9-21

    authors: Sabbagh A,Langaney A,Darlu P,Gérard N,Krishnamoorthy R,Poloni ES

    更新日期:2008-02-27 00:00:00

  • Tissue expression profiles unveil the gene interaction of hepatopancreas, eyestalk, and ovary in the precocious female Chinese mitten crab, Eriocheir sinensis.

    abstract:BACKGROUND:Sexual precocity is a common biological phenomenon in animal species. A large number of precocity individuals were identified in Chinese mitten crab Eriocheir sinensis, which caused huge economic loss annually. However, the underlying genetic basis of precocity in E. sinensis remains unclear to date. RESULT...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/s12863-019-0716-1

    authors: Chen X,Wang J,Hou X,Yue W,Huang S,Wang C

    更新日期:2019-01-25 00:00:00

  • Meta-analysis of haplotype-association studies: comparison of methods and empirical evaluation of the literature.

    abstract:BACKGROUND:Meta-analysis is a popular methodology in several fields of medical research, including genetic association studies. However, the methods used for meta-analysis of association studies that report haplotypes have not been studied in detail. In this work, methods for performing meta-analysis of haplotype assoc...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-12-8

    authors: Bagos PG

    更新日期:2011-01-19 00:00:00

  • Towards systems genetic analyses in barley: Integration of phenotypic, expression and genotype data into GeneNetwork.

    abstract:BACKGROUND:A typical genetical genomics experiment results in four separate data sets; genotype, gene expression, higher-order phenotypic data and metadata that describe the protocols, processing and the array platform. Used in concert, these data sets provide the opportunity to perform genetic analysis at a systems le...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-9-73

    authors: Druka A,Druka I,Centeno AG,Li H,Sun Z,Thomas WT,Bonar N,Steffenson BJ,Ullrich SE,Kleinhofs A,Wise RP,Close TJ,Potokina E,Luo Z,Wagner C,Schweizer GF,Marshall DF,Kearsey MJ,Williams RW,Waugh R

    更新日期:2008-11-18 00:00:00

  • Detection of quantitative trait loci affecting haematological traits in swine via genome scanning.

    abstract:BACKGROUND:Haematological traits, which consist of mainly three components: leukocyte traits, erythrocyte traits and platelet traits, play extremely important role in animal immune function and disease resistance. But knowledge of the genetic background controlling variability of these traits is very limited, especiall...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-11-56

    authors: Gong YF,Lu X,Wang ZP,Hu F,Luo YR,Cai SQ,Qi CM,Li S,Niu XY,Qiu XT,Zeng J,Zhang Q

    更新日期:2010-06-28 00:00:00

  • Impact of the diagnosis definition on linkage detection.

    abstract::Previous genome scan linkage analyses of the disease Kofendrerd Personality Disorder (KPD) with microsatellites led to detect some regions on chromosomes 1, 3, 5, and 9 that were identical for the three populations AI, KA, and DA but with large differences in significance levels. These differences in results may be ex...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-6-S1-S140

    authors: Dizier MH,Génin E,Babron MC,Bourgain C

    更新日期:2005-12-30 00:00:00

  • Genome-wide linkage scan for genes affecting longitudinal trends in systolic blood pressure.

    abstract::Only one genome scan to date has attempted to make use of the longitudinal data available in the Framingham Heart Study, and this attempt yielded evidence of linkage to a gene for mean systolic blood pressure. We show how the additional information available in these longitudinal data can be utilized to examine linkag...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-4-S1-S82

    authors: Jacobs KB,Gray-McGuire C,Cartier KC,Elston RC

    更新日期:2003-12-31 00:00:00

  • Genetic variation, population structure and linkage disequilibrium in peach commercial varieties.

    abstract:BACKGROUND:Peach [Prunus persica (L.) Batsch] is one of the most economically important fruit crops that, due to its genetic and biological characteristics (small genome size, taxonomic proximity to other important species and short juvenile period), has become a model plant in genomic studies of fruit trees. Our aim w...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-11-69

    authors: Aranzana MJ,Abbassi el-K,Howad W,Arús P

    更新日期:2010-07-20 00:00:00

  • The missense mutation in Abcg5 gene in spontaneously hypertensive rats (SHR) segregates with phytosterolemia but not hypertension.

    abstract:BACKGROUND:Sitosterolemia is a recessively inherited disorder in humans that is associated with premature atherosclerotic disease. Mutations in ABCG5 or ABCG8, comprising the sitosterolemia locus, STSL, are now known to cause this disease. Three in-bred strains of rats, WKY, SHR and SHRSP, are known to be sitosterolemi...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-6-40

    authors: Chen J,Batta A,Zheng S,Fitzgibbon WR,Ullian ME,Yu H,Tso P,Salen G,Patel SB

    更新日期:2005-07-18 00:00:00

  • qDTY₁.₁, a major QTL for rice grain yield under reproductive-stage drought stress with a consistent effect in multiple elite genetic backgrounds.

    abstract:BACKGROUND:Drought is one of the most important abiotic stresses causing drastic reductions in yield in rainfed rice environments. The suitability of grain yield (GY) under drought as a selection criterion has been reported in the past few years. Most of the quantitative trait loci (QTLs) for GY under drought in rice r...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-12-89

    authors: Vikram P,Swamy BP,Dixit S,Ahmed HU,Teresa Sta Cruz M,Singh AK,Kumar A

    更新日期:2011-10-18 00:00:00

  • Imputation methods for missing data for polygenic models.

    abstract::Methods to handle missing data have been an area of statistical research for many years. Little has been done within the context of pedigree analysis. In this paper we present two methods for imputing missing data for polygenic models using family data. The imputation schemes take into account familial relationships a...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/1471-2156-4-S1-S42

    authors: Fridley B,Rabe K,de Andrade M

    更新日期:2003-12-31 00:00:00

  • Identifying and exploiting gene-pathway interactions from RNA-seq data for binary phenotype.

    abstract:BACKGROUND:RNA sequencing (RNA-seq) technology has identified multiple differentially expressed (DE) genes associated to complex disease, however, these genes only explain a modest part of variance. Omnigenic model assumes that disease may be driven by genes with indirect relevance to disease and be propagated by funct...

    journal_title:BMC genetics

    pub_type: 杂志文章

    doi:10.1186/s12863-019-0739-7

    authors: Shao F,Wang Y,Zhao Y,Yang S

    更新日期:2019-03-19 00:00:00