Project description:Background: The classical candidate-gene approach has failed to identify novel breast cancer susceptibility genes. Nowadays, massive parallel sequencing technology allows the development of studies unaffordable a few years ago. However, analysis protocols are not yet sufficiently developed to extract all information from the huge amount of data obtained. Methodology/Principal Findings: In this study, we performed high throughput sequencing in two regions located on chromosomes 3 and 6, recently identified by linkage studies by our group as candidate regions for harbouring breast cancer susceptibility genes. In order to enrich for the coding regions of all described genes located in both candidate regions, a hybrid-selection method on tiling microarrays was performed. Conclusions/Significance: We developed an analysis pipeline based on SOAP aligner to identify candidate variants with a high real positive confirmation rate (0.89), with which we identified eight variants considered candidates for functional studies. The results suggest that the present strategy is a valid second step for identifying high penetrance genes. 20 Samples / 4 Pooled Controls
Project description:The mammalian inner ear subserves auditory and vestibular sensations via highly specialized cells and proteins. We show that sensory hair cells (HCs) employ hundreds of uniquely or highly expressed proteins for processes involved in transducing mechanical inputs, stimulating sensory neurons, and maintaining structure and function of these post-mitotic cells. Our proteomic analysis of purified HCs extends the existing HC transcriptome, revealing undetected gene products and isoform-specific protein expression. Comparison with mouse and human databases of genetic auditory/vestibular impairments confirms the critical role of the HC proteome for normal inner ear function, providing a cell-specific pool of candidates for novel, important HC genes. Several proteins identified exclusively in HCs by proteomics and by immunohistochemistry map to human genetic deafness loci, potentially representing new deafness genes.
Project description:The GJB6 gene is located just 35 kb telomeric to GJB2 in the so-called nonsyndromic hearing loss and deafness locus 1 (DFNB1). Knock out mouse models confirmed that inner ear expression of their protein products, connexin 30 (Cx30) and connexin 26 (Cx26), is crucial for hearing acquisition and normal development of the organ of Corti, however the coordinated regulation mechanism of Cx26 and Cx30 expression in the cochlea remains unclear. To investigate the mechanism underlying the etiopathogenesis of DFNB1, we used a microRNA (miRNA) and mRNA integrated expression profiling analysis on Cx30 -/- mice, which represent a model for humans in which large deletions in the DFNB1 locus lead to the down-regulation of both connexins and profound deafness.
Project description:Background: Genome wide association studies (GWASs) have revealed many susceptibility loci for complex genetic diseases. For most loci the causal genes have not been identified. The identification of candidate genes is currently mainly based genes that localize close to or within the identified loci. We have recently shown that 92 of the 163 Inflammatory Bowel Disease (IBD)-loci co-localize with noncoding DNA regulatory elements (DRE). Mutations in DRE can contribute to the pathogenesis of IBD through dysregulation of gene expression. Consequently, genes that are regulated by these 92 DRE are to be considered as candidate genes. We developed a novel approach for candidate gene identification that is based on DNA regulatory mechanisms.Results: By using circular chromosome conformation capture-sequencing (4C-seq), we have identified genomic regions that physically interact with the 92 DRE that were found at IBD susceptibility loci. Since the activity of regulatory elements is cell type specific, 4C-seq was performed in monocytes, lymphocytes and intestinal epithelial cells. Altogether, we identified 902 novel IBD candidate genes. These genes include genes specific for one of the IBD subtypes and many noteworthy genes like ATG9A and IL10RA. We show that the expression of many novel candidate genes is genotype dependent and that these genes are upregulated during intestinal inflammation in IBD. Pathway analyses further identified HNF4α as a potential key upstream regulator of the IBD candidate genes.Conclusions: In this study, 4C-seq is used to systematically analyze chromatin interactions at IBD susceptibility loci that localize to regulatory DNA We reveal many novel and relevant IBD candidate genes, pathways and regulators. Our approach complements classical candidate gene identification, links novel genes to IBD and can be applied to any existing GWAS data.
Project description:Background: The classical candidate-gene approach has failed to identify novel breast cancer susceptibility genes. Nowadays, massive parallel sequencing technology allows the development of studies unaffordable a few years ago. However, analysis protocols are not yet sufficiently developed to extract all information from the huge amount of data obtained. Methodology/Principal Findings: In this study, we performed high throughput sequencing in two regions located on chromosomes 3 and 6, recently identified by linkage studies by our group as candidate regions for harbouring breast cancer susceptibility genes. In order to enrich for the coding regions of all described genes located in both candidate regions, a hybrid-selection method on tiling microarrays was performed. Conclusions/Significance: We developed an analysis pipeline based on SOAP aligner to identify candidate variants with a high real positive confirmation rate (0.89), with which we identified eight variants considered candidates for functional studies. The results suggest that the present strategy is a valid second step for identifying high penetrance genes.
Project description:Genome-wide association studies (GWAS) have identified more than 40 loci associated with Alzheimer’s disease (AD), but the causal variants, regulatory elements, genes and pathways remain largely unknown, impeding a mechanistic understanding of AD pathogenesis. Previously, we showed that AD risk alleles are enriched in myeloid-specific epigenomic annotations. Here, we show that they are specifically enriched in active enhancers of monocytes, macrophages and microglia. We integrated AD GWAS with myeloid epigenomic and transcriptomic datasets using analytical approaches to link myeloid enhancer activity to target gene expression regulation and AD risk modification. We identify AD risk enhancers and nominate candidate causal genes among their likely targets (including AP4E1, AP4M1, APBB3, BIN1, MS4A4A, MS4A6A, PILRA, RABEP1, SPI1, TP53INP1, and ZYX) in twenty loci. Fine-mapping of these enhancers nominates candidate functional variants that likely modify AD risk by regulating gene expression in myeloid cells. In the MS4A locus we identified a single candidate functional variant and validated it in human induced pluripotent stem cell (hiPSC)-derived microglia and brain. Taken together, this study integrates AD GWAS with multiple myeloid genomic datasets to investigate the mechanisms of AD risk alleles and nominates candidate functional variants, regulatory elements and genes that likely modulate disease susceptibility.
Project description:The dietary specialist fruit fly Drosophila sechellia has evolved to specialize on the toxic fruit of its host plant Morinda citrifolia. Toxicity of Morinda fruit is primarily due to high levels of octanoic acid (OA). Using RNA interference (RNAi), prior work found that knockdown of Osiris family genes Osiris 6 (Osi6), Osi7, and Osi8 led to increased susceptibility to OA in adult D. melanogaster flies, likely representing genes underlying a Quantitative Trait Locus (QTL) for OA resistance in D. sechellia. While genes in this major effect locus are beginning to be revealed, prior work has shown at least five regions of the genome contribute to OA resistance. Here, we identify new candidate OA resistance genes by performing differential gene expression analysis using RNA sequencing (RNA-seq) on control and OA-exposed D. sechellia flies. We found 104 significantly differentially expressed genes with annotated orthologs in D. melanogaster, including six Osiris gene family members, consistent with previous functional studies and gene expression analyses. Gene ontology (GO) term enrichment showed significant enrichment for cuticle development in upregulated genes and significant enrichment of immune and defense responses in downregulated genes suggesting important aspects of the physiology of D. sechellia that may play a role in OA resistance. In addition, we identified 5 candidate OA resistance genes that potentially underlie QTL peaks outside of the major effect region, representing promising new candidate genes for future functional studies.
2017-10-28 | GSE104422 | GEO
Project description:Candidate Gene Identification of Flowering Time Genes in Cotton