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1.
Bioinformatics ; 21(22): 4181-6, 2005 Nov 15.
Article in English | MEDLINE | ID: mdl-16179360

ABSTRACT

SUMMARY: Single nucleotide polymorphisms (SNPs) are commonly used for association studies to find genes responsible for complex genetic diseases. With the recent advance of SNP technology, researchers are able to assay thousands of SNPs in a single experiment. But the process of manually choosing thousands of genotyping SNPs for tens or hundreds of genes is time consuming. We have developed a web-based program, SNPselector, to automate the process. SNPselector takes a list of gene names or a list of genomic regions as input and searches the Ensembl genes or genomic regions for available SNPs. It prioritizes these SNPs on their tagging for linkage disequilibrium, SNP allele frequencies and source, function, regulatory potential and repeat status. SNPselector outputs result in compressed Excel spreadsheet files for review by the user. AVAILABILITY: SNPselector is freely available at http://primer.duhs.duke.edu/


Subject(s)
Genetic Linkage , Polymorphism, Single Nucleotide , Algorithms , Alleles , Animals , Cardiovascular Diseases/genetics , Chromosome Mapping , Databases, Genetic , Genetic Predisposition to Disease , Genetics, Population , Genome, Human , Genotype , Humans , Internet , Models, Genetic , Peptides/chemistry , Sequence Analysis, DNA , Software , User-Computer Interface
2.
Arch Neurol ; 62(6): 917-21, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15956162

ABSTRACT

BACKGROUND: Parkinson disease (PD) is characterized by loss of dopaminergic neurons in the substantia nigra. Genes contributing to rare mendelian forms of PD have been identified, but the genes involved in the more common idiopathic PD are not well understood. OBJECTIVES: To identify genes important to PD pathogenesis using microarrays and to investigate their potential to aid in diagnosing parkinsonism. DESIGN: Microarray expression analysis of postmortem substantia nigra tissue. PATIENTS: Substantia nigra samples from 14 unrelated individuals were analyzed, including 6 with PD, 2 with progressive supranuclear palsy, 1 with frontotemporal dementia with parkinsonism, and 5 control subjects. MAIN OUTCOME MEASURES: Identification of genes significantly differentially expressed (P<.05) using Affymetrix U133A microarrays. RESULTS: There were 142 genes that were significantly differentially expressed between PD cases and controls and 96 genes that were significantly differentially expressed between the combined progressive supranuclear palsy and frontotemporal dementia with parkinsonism cases and controls. The 12 genes common to all 3 disorders may be related to secondary effects. Hierarchical cluster analysis after exclusion of these 12 genes differentiated 4 of the 6 PD cases from progressive supranuclear palsy and frontotemporal dementia with parkinsonism. CONCLUSIONS: Four main molecular pathways are altered in PD substantia nigra: chaperones, ubiquitination, vesicle trafficking, and nuclear-encoded mitochondrial genes. These results correlate well with expression analyses performed in several PD animal models. Expression analyses have promising potential to aid in postmortem diagnostic evaluation of parkinsonism.


Subject(s)
Dementia/genetics , Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Parkinson Disease/genetics , Substantia Nigra/metabolism , Substantia Nigra/pathology , Supranuclear Palsy, Progressive/genetics , Aged , Aged, 80 and over , Cluster Analysis , Dementia/pathology , Female , Humans , Male , Middle Aged , Parkinson Disease/pathology , Supranuclear Palsy, Progressive/pathology
3.
Mov Disord ; 20(10): 1299-309, 2005 Oct.
Article in English | MEDLINE | ID: mdl-15966006

ABSTRACT

Genomic convergence is a multistep approach that combines gene expression with genomic linkage to identify and prioritize susceptibility genes for complex disease. As a first step, we previously performed linkage analysis on 174 multiplex Parkinson's disease (PD) families, identifying five peaks for PD risk and two for genes affecting age at onset (AAO) in PD [Hauser et al., Hum Mol Genet 2003;12:671-677]. We report here the next step: serial analysis of gene expression [SAGE; Scott et al., JAMA 2001;286:2239-2242] to analyze substantia nigra tissue from three PD patients and two age-matched controls. We find 933 differentially expressed genes (P<0.05) between PD and controls, but of these, only 50 genes represented by unique SAGE tags map within our previously described PD linkage regions. Furthermore, genes encoded by mitochondrial DNA are expressed 1.5-fold higher in PD patients versus controls, without an increase in the corresponding nuclear-encoded mitochondrial components, suggesting an increase in mtDNA genomes in PD or a disjunction with nuclear expression. The next step in the genomic convergence process will be to screen these 50 high-quality candidate genes for association with PD risk susceptibility and genetic effects on AAO.


Subject(s)
Expressed Sequence Tags/metabolism , Gene Expression , Gene Library , Parkinson Disease , Proteomics/methods , Substantia Nigra/pathology , Aged , Aged, 80 and over , DNA, Mitochondrial/genetics , Female , Genetic Linkage/genetics , Genetic Predisposition to Disease , Genetic Techniques , Humans , Male , Oligonucleotide Array Sequence Analysis/methods , Parkinson Disease/genetics , Parkinson Disease/metabolism , Parkinson Disease/pathology , RNA, Messenger/genetics , RNA, Messenger/metabolism , Risk Factors , Substantia Nigra/metabolism
4.
BMC Bioinformatics ; 6: 95, 2005 Apr 12.
Article in English | MEDLINE | ID: mdl-15826305

ABSTRACT

BACKGROUND: To facilitate efficient selection and the prioritization of candidate complex disease susceptibility genes for association analysis, increasingly comprehensive annotation tools are essential to integrate, visualize and analyze vast quantities of disparate data generated by genomic screens, public human genome sequence annotation and ancillary biological databases. We have developed a plug-in package for Ensembl called "Statistical Viewer" that facilitates the analysis of genomic features and annotation in the regions of interest defined by linkage analysis. RESULTS: Statistical Viewer is an add-on package to the open-source Ensembl Genome Browser and Annotation System that displays disease study-specific linkage and/or association data as 2 dimensional plots in new panels in the context of Ensembl's Contig View and Cyto View pages. An enhanced upload server facilitates the upload of statistical data, as well as additional feature annotation to be displayed in DAS tracts, in the form of Excel Files. The Statistical View panel, drawn directly under the ideogram, illustrates lod score values for markers from a study of interest that are plotted against their position in base pairs. A module called "Get Map" easily converts the genetic locations of markers to genomic coordinates. The graph is placed under the corresponding ideogram features a synchronized vertical sliding selection box that is seamlessly integrated into Ensembl's Contig- and Cyto- View pages to choose the region to be displayed in Ensembl's "Overview" and "Detailed View" panels. To resolve Association and Fine mapping data plots, a "Detailed Statistic View" plot corresponding to the "Detailed View" may be displayed underneath. CONCLUSION: Features mapping to regions of linkage are accentuated when Statistic View is used in conjunction with the Distributed Annotation System (DAS) to display supplemental laboratory information such as differentially expressed disease genes in private data tracks. Statistic View is a novel and powerful visual feature that enhances Ensembl's utility as valuable resource for integrative genomic-based approaches to the identification of candidate disease susceptibility genes. At present there are no other tools that provide for the visualization of 2-dimensional plots of quantitative data scores against genomic coordinates in the context of a primary public genome annotation browser.


Subject(s)
Computational Biology/methods , Genome , Chromosome Mapping , Computer Graphics , Contig Mapping , Database Management Systems , Databases, Factual , Databases, Genetic , Genetic Linkage , Genome, Human , Genomics , Humans , Information Storage and Retrieval , Models, Statistical , Programming Languages , Software , Software Design , User-Computer Interface
5.
Nat Genet ; 37(3): 289-94, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15731758

ABSTRACT

Charcot-Marie-Tooth (CMT) disease is a clinically and genetically heterogeneous group of peripheral neuropathies. Different chromosomal loci have been linked with three autosomal dominant, 'intermediate' types of CMT: DI-CMTA, DI-CMTB and DI-CMTC. We refined the locus associated with DI-CMTB on chromosome 19p12-13.2 to 4.2 Mb in three unrelated families with CMT originating from Australia, Belgium and North America. After screening candidate genes, we identified unique mutations in dynamin 2 (DNM2) in all families. DNM2 belongs to the family of large GTPases and is part of the cellular fusion-fission apparatus. In transiently transfected cell lines, mutations of DNM2 substantially diminish binding of DNM2 to membranes by altering the conformation of the beta3/beta4 loop of the pleckstrin homology domain. Additionally, in the Australian and Belgian pedigrees, which carry two different mutations affecting the same amino acid, Lys558, CMT cosegregated with neutropenia, which has not previously been associated with CMT neuropathies.


Subject(s)
Blood Proteins/genetics , Charcot-Marie-Tooth Disease/genetics , Dynamin II/genetics , Mutation , Phosphoproteins/genetics , Animals , Blood Proteins/chemistry , Blotting, Western , Cell Line , Cloning, Molecular , DNA, Complementary , Dynamin II/chemistry , Genes, Dominant , Humans , Molecular Sequence Data , Phosphoproteins/chemistry
6.
Neurogenetics ; 5(4): 201-8, 2004 Dec.
Article in English | MEDLINE | ID: mdl-15455263

ABSTRACT

Several recent case-control studies have examined the association between single nucleotide polymorphisms (SNPs) in the promoter region of the apolipoprotein E gene (APOE) and risk of Alzheimer disease (AD), with conflicting results. We assessed the relation between five APOE region SNPs and risk of AD in both case-control and family-based analyses. We observed a statistically significant association with the +5361T allele in the overall case-control analysis (P value=0.04) after adjusting for the known effect of the APOE-4 allele. Further analysis revealed this association to be limited to carriers of the APOE-4 allele. Age-stratified analyses in the patients with age at onset of 80 years or greater and age-matched controls showed that the -219T allele (P value=0.009) and the +113C allele (P value=0.03) are associated with increased risk of AD. Despite these findings, haplotype and family-based association analyses were unable to provide evidence that the APOE region SNPs influenced risk of AD independent of the APOE-4 allele. In addition to risk, we tested for association between the SNPs and age at onset of AD, but found no association in the case-control or family based analyses. In conclusion, SNPs +5361, or a SNP in strong linkage disequilibrium, may confer some additional risk for developing AD beyond the risk due to APOE-4; however, the effect independent of APOE-4 is likely to be small.


Subject(s)
Alzheimer Disease/genetics , Apolipoproteins E/genetics , Polymorphism, Genetic , Age of Onset , Aged , Aged, 80 and over , Alzheimer Disease/epidemiology , Apolipoprotein E4 , Case-Control Studies , Family Health , Female , Genetic Predisposition to Disease/epidemiology , Haplotypes , Humans , Linkage Disequilibrium , Male , Risk Factors
7.
Hum Mol Genet ; 12(24): 3259-67, 2003 Dec 15.
Article in English | MEDLINE | ID: mdl-14570706

ABSTRACT

We previously reported genetic linkage of loci controlling age-at-onset in Alzheimer disease (AD) and Parkinson's disease (PD) to a 15 cM region on chromosome 10q. Given the large number of genes in this initial starting region, we applied the process of 'genomic convergence' to prioritize and reduce the number of candidate genes for further analysis. As our second convergence factor we performed gene expression studies on hippocampus obtained from AD patients and controls. Analysis revealed that four of the genes [stearoyl-CoA desaturase; NADH-ubiquinone oxidoreductase 1 beta subcomplex 8; protease, serine 11; and glutathione S-transferase, omega-1 (GSTO1)] were significantly different in their expression between AD and controls and mapped to the 10q age-at-onset linkage region, the first convergence factor. Using 2814 samples from our AD dataset (1773 AD patients) and 1362 samples from our PD dataset (635 PD patients), allelic association studies for age-at-onset effects in AD and PD revealed no association for three of the candidates, but a significant association was found for GSTO1 (P=0.007) and a second transcribed member of the GST omega class, GSTO2 (P=0.005), located next to GSTO1. The functions of GSTO1 and GSTO2 are not well understood, but recent data suggest that GSTO1 maybe involved in the post-translational modification of the inflammatory cytokine interleukin-1beta. This is provocative given reports of the possible role of inflammation in these two neurodegenerative disorders.


Subject(s)
Age of Onset , Alzheimer Disease/enzymology , Glutathione Transferase/metabolism , Parkinson Disease/enzymology , Aged , Alzheimer Disease/genetics , Chromosome Mapping , Chromosomes, Human, Pair 10 , Female , Glutathione Transferase/genetics , Humans , Linkage Disequilibrium , Lod Score , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Parkinson Disease/genetics , Polymorphism, Single Nucleotide
8.
Hum Mol Genet ; 12(6): 671-7, 2003 Mar 15.
Article in English | MEDLINE | ID: mdl-12620972

ABSTRACT

We present a multifactorial, multistep approach called genomic convergence that combines gene expression with genomic linkage analysis to identify and prioritize candidate susceptibility genes for Parkinson's disease (PD). To initiate this process, we used serial analysis of gene expression (SAGE) to identify genes expressed in two normal substantia nigras (SN) and adjacent midbrain tissue. This identified over 3700 transcripts, including the three most abundant SAGE tags, which did not correspond to any known genes or ESTs. We developed high-throughput bioinformatics methods to map the genes corresponding to these tags and identified 402 SN genes that lay within five large genomic linkage regions, previously identified in 174 multiplex PD families. These genes represent excellent candidates for PD susceptibility alleles and further genomic convergence and analyses.


Subject(s)
Gene Expression , Genetic Linkage , Genetic Techniques , Parkinson Disease/genetics , Alleles , Brain/metabolism , Expressed Sequence Tags , Gene Library , Genetic Predisposition to Disease , Humans , RNA/metabolism , RNA, Messenger/metabolism , Substantia Nigra/metabolism
9.
Theor Popul Biol ; 61(4): 519-30, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12167372

ABSTRACT

Repetitive elements are distributed non-randomly in the human genome but, as reviewed in this paper, biological processes underlying the observed patterns appear to be complex and remain relatively obscure. Recent findings indicate that chromosomal distribution of Alu retroelements deposited in the past is different from the distribution of Alu elements that continue to be inserted in human population. These active elements from AluY sub(sub)families are the major focus of this paper. In particular, we analyzed chromosomal proportions of 19 AluY subfamilies, of which nine are reported for the first time in this paper. These 19 subfamilies contain over 80% of Alu elements that are polymorphic in the human genome. The chromosomal density of these most recent Alu insertions is around three times higher on chromosome Y than on chromosome X and over two times higher than the average density for all human autosomes. Based on this observation and other data we propose that active Alu elements are passed through paternal germlines. There is also some evidence that a small fraction of active Alu elements from less abundant subfamilies can be retroposed in female germlines or in the early embryos. Finally, we propose that the origin of Alu subfamilies in human populations may be related to evolution of chromosome Y.


Subject(s)
Genomic Imprinting , Germ Cells , Repetitive Sequences, Nucleic Acid , Base Sequence , CpG Islands , DNA/genetics , Female , Humans , Models, Genetic , Molecular Sequence Data , Sequence Homology, Nucleic Acid , X Chromosome , Y Chromosome
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