Ignoring linkage disequilibrium among tightly linked markers induces false-positive evidence of linkage for affected sib pair analysis.
- Authors
- Huang, Qiqing; Shete, Sanjay; Amos, Christopher I
- Year
- 2004
- Journal
- American journal of human genetics
- PMID
- 15492927
- DOI
- 10.1086/426000
- PMCID
- PMC1182145
Most multipoint linkage programs assume linkage equilibrium among the markers being studied. The assumption is appropriate for the study of sparsely spaced markers with intermarker distances exceeding a few centimorgans, because linkage equilibrium is expected over these intervals for almost all populations. However, with recent advancements in high-throughput genotyping technology, much denser markers are available, and linkage disequilibrium (LD) may exist among the markers. Applying linkage analyses that assume linkage equilibrium to dense markers may lead to bias. Here, we demonstrated that, when some or all of the parental genotypes are missing, assuming linkage equilibrium among tightly linked markers where strong LD exists can cause apparent oversharing of multipoint identity by descent (IBD) between sib pairs and false-positive evidence for multipoint model-free linkage analysis of affected sib pair data. LD can also mimic linkage between a disease locus and multiple tightly linked markers, thus causing false-positive evidence of linkage using parametric models, particularly when heterogeneity LOD score approaches are applied. Bias can be eliminated by inclusion of parental genotype data and can be reduced when additional unaffected siblings are included in the analysis.
No figures extracted from this document.
No chunks β full text not yet ingested.
No entities extracted from this document yet.
No uploaded files.
No citations found.
In this knowledge base
External
| Title | Authors | Journal | Year | Link |
|---|---|---|---|---|
| Variant Prioritization by Pedigree-Based Haplotyping. | Nafikov RA et al. | β | 2026 | β |
| Joint Linkage and Association Analysis Using GENEHUNTER-MODSCORE with an Application to Familial Pancreatic Cancer. | Brugger M et al. | β | 2024 | β |
| A new GTSeq resource to facilitate multijurisdictional research and management of walleye <i>Sander vitreus</i>. | Euclide PT et al. | β | 2022 | β |
| Genome-Wide Linkage Study Meta-Analysis of Male Sexual Orientation. | Sanders AR et al. | β | 2021 | β |
| Unlocking the potential of a validated single nucleotide polymorphism array for genomic monitoring of trade in cheetahs (Acinonyx jubatus). | Magliolo M et al. | β | 2021 | β |
| Pairwise kinship testing with a combination of STR and SNP loci. | Zhang Q et al. | β | 2020 | β |
| A Rare Variant Nonparametric Linkage Method for Nuclear and Extended Pedigrees with Application to Late-Onset Alzheimer Disease via WGS Data. | Zhao L et al. | β | 2019 | β |
| Forensic genealogy-A comparison of methods to infer distant relationships based on dense SNP data. | Kling D et al. | β | 2019 | β |
| Using Genomic Data to Find Disease-Modifying Loci in Huntington's Disease (HD). | Holmans P et al. | β | 2018 | β |
| Design Considerations for Genetic Linkage and Association Studies. | Nsengimana J et al. | β | 2017 | β |
| Model-Free Linkage Analysis of a Binary Trait. | Xu W et al. | β | 2017 | β |
| Can whole-exome sequencing data be used for linkage analysis? | Gazal S et al. | β | 2016 | β |
| Mixtures with relatives and linked markers. | DΓΈrum G et al. | β | 2016 | β |
| Whole-genome single nucleotide polymorphism-based linkage analysis in spondyloarthritis multiplex families reveals a new susceptibility locus in 13q13. | Costantino F et al. | β | 2016 | β |
| A general model for likelihood computations of genetic marker data accounting for linkage, linkage disequilibrium, and mutations. | Kling D et al. | β | 2015 | β |
| Collapsed haplotype pattern method for linkage analysis of next-generation sequence data. | Wang GT et al. | β | 2015 | β |
| PBAP: a pipeline for file processing and quality control of pedigree data with dense genetic markers. | Nato AQ et al. | β | 2015 | β |
| Whole exome sequencing in extended families with autism spectrum disorder implicates four candidate genes. | Chapman NH et al. | β | 2015 | β |
| Detection of Mendelian consistent genotyping errors in pedigrees. | Cheung CY et al. | β | 2014 | β |
| Germline mutations in MAP3K6 are associated with familial gastric cancer. | Gaston D et al. | β | 2014 | β |
| Value of Mendelian laws of segregation in families: data quality control, imputation, and beyond. | Blue EM et al. | β | 2014 | β |
| Dense-map genome scan for dyslexia supports loci at 4q13, 16p12, 17q22; suggests novel locus at 7q36. | Field LL et al. | β | 2013 | β |
| GIGI: an approach to effective imputation of dense genotypes on large pedigrees. | Cheung CY et al. | β | 2013 | β |
| Design considerations for genetic linkage and association studies. | Nsengimana J et al. | β | 2012 | β |
| Genetic mapping of quantitative trait loci for disease-related phenotypes. | Devoto M et al. | β | 2012 | β |
| Model-free tests for genetic linkage. | Amos CI et al. | β | 2012 | β |
| Obtaining accurate p values from a dense SNP linkage scan. | Stewart WC et al. | β | 2012 | β |
| Offspring production among the extended relatives of Samoan men and fa'afafine. | VanderLaan DP et al. | β | 2012 | β |
| Eyes wide open: the (mis)use of combined power of discrimination for X-linked short tandem repeats. | Medina-Acosta E et al. | β | 2011 | β |
| Family-based designs for genome-wide association studies. | Ott J et al. | β | 2011 | β |
| Finding disease genes: a fast and flexible approach for analyzing high-throughput data. | Stewart WC et al. | β | 2011 | β |
| Genome-wide high-density SNP linkage search for glioma susceptibility loci: results from the Gliogene Consortium. | Shete S et al. | β | 2011 | β |
| Genome-wide scan of granular corneal dystrophy, type II: confirmation of chromosome 5q31 and identification of new co-segregated loci on chromosome 3q26.3. | Lee EJ et al. | β | 2011 | β |
| Genome-wide study of familial juvenile hyperuricaemic (gouty) nephropathy (FJHN) indicates a new locus, FJHN3, linked to chromosome 2p22.1-p21. | Piret SE et al. | β | 2011 | β |
| Identification of genetic loci underlying the phenotypic constructs of autism spectrum disorders. | Liu XQ et al. | β | 2011 | β |
| Linkage analysis. | Barrett JH et al. | β | 2011 | β |
| The genetics of colored sequence synesthesia: suggestive evidence of linkage to 16q and genetic heterogeneity for the condition. | Tomson SN et al. | β | 2011 | β |
| Evidence for genes on chromosome 2 contributing to alcohol dependence with conduct disorder and suicide attempts. | Dick DM et al. | β | 2010 | β |
| Evidence for linkage of the bladder exstrophy-epispadias complex on chromosome 4q31.21-22 and 19q13.31-41 from a consanguineous Iranian family. | Reutter H et al. | β | 2010 | β |
| Genome-wide linkage in Utah autism pedigrees. | Allen-Brady K et al. | β | 2010 | β |
| Genome-wide linkage using the Social Responsiveness Scale in Utah autism pedigrees. | Coon H et al. | β | 2010 | β |
| Linkage and association analyses identify a candidate region for apoB level on chromosome 4q32.3 in FCHL families. | Wijsman EM et al. | β | 2010 | β |
| Multiple subsampling of dense SNP data localizes disease genes with increased precision. | Stewart WC et al. | β | 2010 | β |
| Novel loci interacting epistatically with bone morphogenetic protein receptor 2 cause familial pulmonary arterial hypertension. | Rodriguez-Murillo L et al. | β | 2010 | β |
| Refined QTLs of osteoporosis-related traits by linkage analysis with genome-wide SNPs: Framingham SHARe. | Karasik D et al. | β | 2010 | β |
| Detecting linkage between a trait and a marker in a random mating population without pedigree record. | Mano S et al. | β | 2009 | β |
| Genome screen in familial intracranial aneurysm. | Foroud T et al. | β | 2009 | β |
| Handling linkage disequilibrium in qualitative trait linkage analysis using dense SNPs: a two-step strategy. | Cho K et al. | β | 2009 | β |
| High resolution linkage and linkage disequilibrium analyses of chromosome 1p36 SNPs identify new positional candidate genes for low bone mineral density. | Zhang H et al. | β | 2009 | β |
| Identification of distant family relationships. | Skare Γ et al. | β | 2009 | β |
| Linkage analysis of adult height in a large pedigree from a Dutch genetically isolated population. | Axenovich TI et al. | β | 2009 | β |
| Linkage analysis with dense SNP maps in isolated populations. | Bellenguez C et al. | β | 2009 | β |
| SNP HiTLink: a high-throughput linkage analysis system employing dense SNP data. | Fukuda Y et al. | β | 2009 | β |
| Two loci control tuberculin skin test reactivity in an area hyperendemic for tuberculosis. | Cobat A et al. | β | 2009 | β |
| A general method for linkage disequilibrium correction for multipoint linkage and association. | Kurbasic A et al. | β | 2008 | β |
| A high-density SNP linkage scan with 142 combined subtype ADHD sib pairs identifies linkage regions on chromosomes 9 and 16. | Asherson P et al. | β | 2008 | β |
| Contemporary model-free methods for linkage analysis. | Almasy L et al. | β | 2008 | β |
| Design considerations in a sib-pair study of linkage for susceptibility loci in cancer. | Kerber RA et al. | β | 2008 | β |
| Examining the effect of linkage disequilibrium between markers on the Type I error rate and power of nonparametric multipoint linkage analysis of two-generation and multigenerational pedigrees in the presence of missing genotype data. | Kim Y et al. | β | 2008 | β |
| Genome screen to detect linkage to intracranial aneurysm susceptibility genes: the Familial Intracranial Aneurysm (FIA) study. | Foroud T et al. | β | 2008 | β |
| Genome-wide linkage analyses of quantitative and categorical autism subphenotypes. | Liu XQ et al. | β | 2008 | β |
| Genome-wide linkage analysis of a Parkinsonian-pyramidal syndrome pedigree by 500 K SNP arrays. | Shojaee S et al. | β | 2008 | β |
| High-density single nucleotide polymorphism genome-wide linkage scan for susceptibility genes for diabetic nephropathy in type 1 diabetes: discordant sibpair approach. | Rogus JJ et al. | β | 2008 | β |
| Ignoring intermarker linkage disequilibrium induces false-positive evidence of linkage for consanguineous pedigrees when genotype data is missing for any pedigree member. | Li B et al. | β | 2008 | β |
| Linkage scan for quantitative traits identifies new regions of interest for substance dependence in the Collaborative Study on the Genetics of Alcoholism (COGA) sample. | Agrawal A et al. | β | 2008 | β |
| Refinement of 2q and 7p loci in a large multiplex NTD family. | Stamm DS et al. | β | 2008 | β |
| Accounting for linkage disequilibrium among markers in linkage analysis: impact of haplotype frequency estimation and molecular haplotypes for a gene in a candidate region for Alzheimer's disease. | Sieh W et al. | β | 2007 | β |
| A high-density SNP genome-wide linkage search of 206 families identifies susceptibility loci for chronic lymphocytic leukemia. | Sellick GS et al. | β | 2007 | β |
| Analysis of high-density single-nucleotide polymorphism data: three novel methods that control for linkage disequilibrium between markers in a linkage analysis. | Allen-Brady K et al. | β | 2007 | β |
| Autosomal dominant nonsyndromic cleft lip and palate: significant evidence of linkage at 18q21.1. | Beiraghi S et al. | β | 2007 | β |
| Combining linkage data sets for meta-analysis and mega-analysis: the GAW15 rheumatoid arthritis data set. | Segurado R et al. | β | 2007 | β |
| Comparison of genome-wide single-nucleotide polymorphism linkage analyses in Caucasian and Hispanic NARAC families. | Chen WV et al. | β | 2007 | β |
| Effect of linkage disequilibrium between markers in linkage and association analyses. | Dupuis J et al. | β | 2007 | β |
| Follow-up mapping supports the evidence for linkage in the candidate region at 9q22 in the NIMH Alzheimer's disease Genetics Initiative cohort. | Perry RT et al. | β | 2007 | β |
| Genetic analysis of 103 candidate genes for coronary artery disease and associated phenotypes in a founder population reveals a new association between endothelin-1 and high-density lipoprotein cholesterol. | Pare G et al. | β | 2007 | β |
| Genomewide high-density SNP linkage analysis of non-BRCA1/2 breast cancer families identifies various candidate regions and has greater power than microsatellite studies. | Gonzalez-Neira A et al. | β | 2007 | β |
| Genomewide linkage scan for split-hand/foot malformation with long-bone deficiency in a large Arab family identifies two novel susceptibility loci on chromosomes 1q42.2-q43 and 6q14.1. | Naveed M et al. | β | 2007 | β |
| Genome-wide linkage scan of a large family with IgA nephropathy localizes a novel susceptibility locus to chromosome 2q36. | Paterson AD et al. | β | 2007 | β |
| Genome-wide single-nucleotide polymorphism linkage analyses of quantitative rheumatoid arthritis phenotypes in Caucasian NARAC families. | Taylor KE et al. | β | 2007 | β |
| Handling linkage disequilibrium in linkage analysis using dense single-nucleotide polymorphisms. | Cho K et al. | β | 2007 | β |
| Haplotype inference in general pedigrees using the cluster variation method. | Albers CA et al. | β | 2007 | β |
| Incorporating covariates in mapping heterogeneous traits: a hierarchical model using empirical Bayes estimation. | Biswas S et al. | β | 2007 | β |
| Large-scale linkage analysis of 1302 affected relative pairs with rheumatoid arthritis. | Hamshere ML et al. | β | 2007 | β |
| Linkage analyses of rheumatoid arthritis and related quantitative phenotypes: the GAW15 experience. | Ghosh S et al. | β | 2007 | β |
| Linkage analysis using principal components of gene expression data. | Atkinson EJ et al. | β | 2007 | β |
| Linkage and association analyses of principal components in expression data. | Hinrichs AL et al. | β | 2007 | β |
| Linkage, case-control association, and family-based association tests for complex disorders. | Suarez BK et al. | β | 2007 | β |
| Summary of Genetic Analysis Workshop 15: Group 9 linkage analysis of the CEPH expression data. | Wijsman EM et al. | β | 2007 | β |
| The advantages of dense marker sets for linkage analysis with very large families. | Thomson R et al. | β | 2007 | β |
| The Framingham Heart Study 100K SNP genome-wide association study resource: overview of 17 phenotype working group reports. | Cupples LA et al. | β | 2007 | β |
| The genetics of gene expression: comparison of linkage scans using two phenotype normalization methods. | de Andrade M et al. | β | 2007 | β |
| The novel neuronal ceroid lipofuscinosis gene MFSD8 encodes a putative lysosomal transporter. | Siintola E et al. | β | 2007 | β |
| Using linkage and association to identify and model genetic effects: summary of GAW15 Group 4. | Yang Q et al. | β | 2007 | β |
| Advances in statistical human genetics over the last 25 years. | Elston RC et al. | β | 2006 | β |
| A genome-wide search for linkage to asthma phenotypes in the genetics of asthma international network families: evidence for a major susceptibility locus on chromosome 2p. | Pillai SG et al. | β | 2006 | β |
| Constructing the parental linkage phase and the genetic map over distances <1 cM using pooled haploid DNA. | Gasbarra D et al. | β | 2006 | β |
| Genomewide linkage scan of 409 European-ancestry and African American families with schizophrenia: suggestive evidence of linkage at 8p23.3-p21.2 and 11p13.1-q14.1 in the combined sample. | Suarez BK et al. | β | 2006 | β |
| Genomewide scan for nonsyndromic cleft lip and palate in multigenerational Indian families reveals significant evidence of linkage at 13q33.1-34. | Radhakrishna U et al. | β | 2006 | β |
| Heritability of cardiovascular and personality traits in 6,148 Sardinians. | Pilia G et al. | β | 2006 | β |
| High-density single nucleotide polymorphism screen in a large multiplex neural tube defect family refines linkage to loci at 7p21.1-pter and 2q33.1-q35. | Stamm DS et al. | β | 2006 | β |
| High-density SNP analysis of 642 Caucasian families with rheumatoid arthritis identifies two new linkage regions on 11p12 and 2q33. | Amos CI et al. | β | 2006 | β |
| Microsatellites versus Single-Nucleotide Polymorphisms in confidence interval estimation of disease loci. | Papachristou C et al. | β | 2006 | β |
| New complexities in the genetics of stuttering: significant sex-specific linkage signals. | Suresh R et al. | β | 2006 | β |
| The affected-/discordant-sib-pair design can guarantee validity of multipoint model-free linkage analysis of incomplete pedigrees when there is marker-marker disequilibrium. | Xing C et al. | β | 2006 | β |
| Variants in the gene encoding aldose reductase (AKR1B1) and diabetic nephropathy in American Indians. | Wolford JK et al. | β | 2006 | β |
| A genome-wide linkage and association study using COGA data. | Zhu X et al. | β | 2005 | β |
| A high-density SNP genomewide linkage scan for chronic lymphocytic leukemia-susceptibility loci. | Sellick GS et al. | β | 2005 | β |
| Assessment and implications of linkage disequilibrium in genome-wide single-nucleotide polymorphism and microsatellite panels. | Goode EL et al. | β | 2005 | β |
| Bias of allele-sharing linkage statistics in the presence of intermarker linkage disequilibrium. | Goode EL et al. | β | 2005 | β |
| Comparison of the power between microsatellite and single-nucleotide polymorphism markers for linkage and linkage disequilibrium mapping of an electrophysiological phenotype. | Lin HF et al. | β | 2005 | β |
| Complex phenotypes and complex genetics: an introduction to genetic studies of complex traits. | Belmont JW et al. | β | 2005 | β |
| Corroboration of a familial chordoma locus on chromosome 7q and evidence of genetic heterogeneity using single nucleotide polymorphisms (SNPs). | Yang X' et al. | β | 2005 | β |
| Examining the effect of linkage disequilibrium on multipoint linkage analysis. | Huang Q et al. | β | 2005 | β |
| Genetic effects on blood pressure localized to chromosomes 6 and 7. | Adeyemo A et al. | β | 2005 | β |
| Handling marker-marker linkage disequilibrium: pedigree analysis with clustered markers. | Abecasis GR et al. | β | 2005 | β |
| Investigation of altering single-nucleotide polymorphism density on the power to detect trait loci and frequency of false positive in nonparametric linkage analyses of qualitative traits. | Klein AP et al. | β | 2005 | β |
| Linkage analysis of alcohol dependence using MOD scores. | Strauch K et al. | β | 2005 | β |
| Linkage disequilibrium inflates type I error rates in multipoint linkage analysis when parental genotypes are missing. | Boyles AL et al. | β | 2005 | β |
| Multipoint linkage analysis for a very dense set of markers. | Bacanu SA | β | 2005 | β |
| Optimizing the evidence for linkage by permuting marker order. | Jun G et al. | β | 2005 | β |
| Schistosomal hepatic fibrosis and the interferon gamma receptor: a linkage analysis using single-nucleotide polymorphic markers. | Blanton RE et al. | β | 2005 | β |
| SimPed: a simulation program to generate haplotype and genotype data for pedigree structures. | Leal SM et al. | β | 2005 | β |
| SNPLINK: multipoint linkage analysis of densely distributed SNP data incorporating automated linkage disequilibrium removal. | Webb EL et al. | β | 2005 | β |
| Susceptibility genes for age-related maculopathy on chromosome 10q26. | Jakobsdottir J et al. | β | 2005 | β |
| The bias introduced by population stratification in IBD based linkage analysis. | Wang T et al. | β | 2005 | β |
| The effect of linkage disequilibrium on linkage analysis of incomplete pedigrees. | Levinson DF et al. | β | 2005 | β |