The mission of the BIOS Consortium is to create a large-scale data infrastructure and to bring together BBMRI researchers focusing on integrative omics studies in Dutch Biobanks.
Ontology highlight
ABSTRACT:
PROVIDER: EGAS00001001077 | EGA |
REPOSITORIES: EGA
Similar Datasets
Project description:<p>Genome-wide association studies (GWAS) identified thousands of genetic loci associated with complex plant traits, including many traits of agronomical importance. However, functional interpretation of GWAS results remains challenging because of large candidate regions due to linkage disequilibrium. High-throughput omics technologies, such as genomics, transcriptomics, proteomics, and metabolomics open new avenues for integrative systems biological analyses and help to nominate systems information supported (prime) candidate genes. In the present study, we capitalize on a diverse canola population with spring-type 477 lines which was previously analysed by high-throughput phenotyping (Knoch et al., 2020), and by RNA sequencing and metabolite profiling for multi-omics-based hybrid performance prediction (Knoch et al., 2021). We deepened the phenotypic data analysis, now providing 123 time-resolved image-based traits, to gain insight into the complex relations during early vegetative growth and re-analysed the transcriptome data based on the latest Darmor-bzh v10 genome assembly (Rousseau-Gueutin et al., 2020). Genome-wide association testing revealed 61,298 robust quantitative trait loci (QTL) including 187 metabolite-QTL, 56,814 expression-QTL, and 4,297 phenotypic QTL, many clustered in pronounced hotspots. Combining information about QTL colocalisation across omics layers and correlations between omics features allowed us to discover prime candidate genes for metabolic and vegetative growth variation. Prioritized candidate genes for early biomass accumulation include A06p05760.1_BnaDAR (PIAL1), A10p16280.1_BnaDAR, C07p48260.1_BnaDAR (PRL1), and C07p48510.1_BnaDAR (CLPR4). Moreover, we observed unequal effects of the Brassica A and C subgenomes on early biomass production.</p><p><br></p>
2023-11-20 | MTBLS8056 | MetaboLights
Project description:Despite of multiple systematic studies of schizophrenia pathogenesis, reconstruction of the mechanism established on proteomics, metabolomics, and genome-wide significant loci is still a challenging task. We suggested that advanced data for quantitative proteomics, metabolomics, and genome-wide association study (GWAS) may enhance the current evidence and fundamental knowledge about molecular pathogenesis of schizophrenia. Liquide chromatography and ultra-high-resolution mass-spectrometry were utilized for proteomic and metabolomic assay, and high throughput genotyping for the GWAS study. Proteomic and metabolomic results were quantitatively evaluated and overlayed on the GWAS data. After statistical analysis using R-package, the resulting features were associated in a multilayer mode with adjusted biological processes in a reconstructed unified map of molecular events. We have identified 20 DFE proteins that were validated on an independent cohort of patients that are significant for schizophrenia, including ALS, A1AG1, PEDF, VTDB, CERU, APOB, APOH, FASN, GPX3, etc. Almost half of them are new for schizophrenia. The metabolomic survey revealed 18 compounds most of which were the part transformation of tyrosine and steroids with the incline to androgens (androsterone sulfate, thyroliberin, thyroxine, dihydrotestosterone, androstenedione, cholesterol sulfate, metanephrine, dopaquinone, etc.) which were extracted as group-specific determinants that permits to isolate patients with schizophrenia. The GWAS assay revealed 52 loci were integrated into proteome-metabolome data as significantly implicated in schizophrenia. We integrated three layers of omics science (proteomics, metabolomics and GWAS) and quantitative analysis utilized systematic approach to reconstruct the proposed map of molecular events associated with the considered psychopathology. The resulting interplay between different layers emphasized strict implication of lipids metabolism, oxidative stress, imbalance in steroidogenesis and associated impartments of thyroid hormones and sex hormones interconnection. The proposed interplay map can give opportunity in the understanding how the regulation of distinct metabolic axis is achieved and what happens in proteome arrangements to produce a schizophrenia-specific pattern of pathology condition.
2023-02-08 | PXD035863 | Pride
Project description:Genome-wide association studies (GWAS) have identified thousands of genetic variants associated with disease. To facilitate moving from associations to disease mechanisms, we leveraged the role of pathogens in shaping human evolution with the Hi-HOST Phenome Project (H2P2): a catalog of cellular GWAS comprised of 79 phenotypes in response to 8 pathogens in 528 lymphoblastoid cell lines. Seventeen loci surpass genome-wide significance (p<5x10-8) for phenotypes ranging from pathogen replication to cytokine production. Combining H2P2 with clinical association data on 83,717 patients from the eMERGE Network and experimental validation revealed evidence for mechanisms and connections with diseases. We identified a SNP near CXCL10 as a cis-cytokine-QTL and risk factor for inflammatory bowel disease. A SNP in ZBTB20 demonstrated pleiotropy, likely through suppression of multiple target genes, and was associated with viral hepatitis. Data are in an H2P2 web portal to facilitate interpreting human genome variation through the lens of cell biology.
2018-07-26 | GSE116172 | GEO
Project description:African Americans (AAs) are disproportionately affected by metabolic diseases and adverse drug events, with limited publicly available genomic and transcriptomic data to advance the knowledge of the molecular underpinnings or genetic associations to these diseases or drug response phenotypes. To fill this gap, we obtained 60 primary hepatocyte cultures from AA liver donors for genome-wide mapping of expression quantitative trait loci (eQTL) using LAMatrix. We identified 277 eGenes and 19,770 eQTLs, of which 67 eGenes and 7,415 eQTLs are not observed in the Genotype-Tissue Expression Project (GTEx) liver eQTL analysis. Of the eGenes found in GTEx only 25 share the same lead eQTL. These AA-specific eQTLs are less correlated to GTEx eQTL in effect sizes and have larger Fst values compared to eQTLs found in both cohorts (overlapping eQTLs). We assessed the overlap between GWAS variants and their tagging variants with AA hepatocyte eQTLs and demonstrated that AA hepatocyte eQTLs can decrease the number of potential causal variants at GWAS loci. Additionally, we identified 75,002 exon QTLs of which 48.8% are not eQTLs in AA hepatocytes. Our analysis provides the first comprehensive characterization of AA hepatocyte eQTLs and highlights the unique discoveries that are made possible due to the increased genetic diversity within the African ancestry genome.
2020-03-27 | GSE147628 | GEO
Project description:Human genome-wide association studies (GWAS) suggest a functional role for central glutamate receptor signaling and plasticity in body weight regulation. Here, we utilize UK Biobank GWAS summary statistics of body mass index (BMI) and body fat percentage (BF%) to identify genes encoding for proteins known to interact with postsynaptic AMPA and NMDA receptors. Loci in/near Discs Large Homolog 4 (DLG4) and protein interacting with C kinase 1 (PICK1) reached genome-wide significance (P<5x10-8) for BF% and/or BMI. To further evaluate the functional role of PSD-95 (gene name: DLG4) and PICK1 in energy homeostasis, we used dimeric PDZ-domain-targeting peptides of PSD-95 and PICK1 to demonstrate that pharmacological inhibition of PSD-95 and PICK1 induces prolonged weight-lowering effects in obese mice. Collectively, these data demonstrate that the glutamate receptor scaffolding proteins, PICK1 and PSD-95, are genetically linked to obesity and that pharmacological targeting of their PDZ domains represents a promising new therapeutic avenue for sustained weight loss.
2024-06-16 | PXD047515 | Pride
Project description:Lamins are the major structural components of the nuclear lamina (NL) beneath the inner nuclear membrane. Although lamins are believed to regulate genome organization and transcription, how they perform these functions remains poorly understood. Combining Hi-C with fluorescence in situ hybridization (FISH) and Histone and Lamina landscape (HiLands) analyses of chromatin domains, we show that lamins differentially regulate the NL-associated HiLands-P and -B domains in mouse ES cells (mESCs). Lamin loss leads to HiLands-P expansion at the NL, detachment of HiLands-B from the NL, and genome-wide changes of 3D chromatin interactions in NL-associated and interior HiLands in mESCs. Further epigenome and transcriptome analyses show that lamins can function from the NL to maintain the boundaries of active and repressive chromatin domains, thereby influencing gene expression throughout the genome. These findings should provide the basis to further understand how changes in the NL-associated chromatin influence transcription in development and NL-associated diseases.
2017-11-01 | GSE89520 | GEO
Project description:Mammalian interphase chromosomes interact with the nuclear lamina (NL) through hundreds of large Lamina Associated Domains (LADs). We report a method to map NL contacts genome-wide in single human cells. Analysis of ~400 maps reveals a core architecture of gene-poor LADs that contact the NL with high cell-to-cell consistency, interspersed by LADs with more variable NL interactions. The variable contacts are more sensitive to a change in genome ploidy than the consistent contacts. Single-cell maps indicate that NL contacts involve multivalent interactions over hundreds of kilobases. Moreover, we observe extensive intra-chromosomal coordination of NL contacts, even over tens of megabases. Such coordinated loci exhibit preferential interactions as detected by Hi-C. Finally, single-cell gene expression and chromatin accessibility analysis shows that loci with consistent NL contacts are expressed at lower levels and are more consistently inaccessible than loci with lower contact frequencies. These results highlight fundamental principles of single cell chromatin organization. Hi-C Data
2015-09-24 | E-GEOD-69841 | biostudies-arrayexpress
Project description:Shigella sonnei as an enteric pathogen, can benefit from outcompeting gut commensals such as Escherichia coli and there can be several mechanisms that assist in interbacterial competition. It is, therefore, important to understand these mechanisms as they provide insights into the interactions of these pathogens in the complex environment they exist. We used our novel Bulk Phenotyping of Epidemiological Replicates (BPER) pipeline combined with bacterial Genome Wide Association Studies (GWAS) on a previously described real-world collection of S. sonnei isolates (n=165) to demonstrate the vital role that colicins could have played in shaping the observed epidemiology of S. sonnei. We then used targeted mass spectrometry on representative S. sonnei isolates to detect colicin sequences in cell free supernatants, which further validated our BPER results to suggest the vital role of colicins. Here, we also introduce BPER as an epidemiologically relevant way of phenotypic testing in the laboratory where the phenotypic results can be interpreted with much more relevance to the effects of those phenotypes in natural settings.
2023-10-24 | PXD036656 | Pride
Project description:A large portion of the mammalian genome is associated with the nuclear lamina (NL). Here we have documented genome-wide transcriptional activities by measuring the densities, locations and orientations of transcriptionally-engaged RNA polymerase II in mouse C2C12 myoblasts using global run-on sequencing. Interestingly, a significant fraction (~20%) of NL-associated genes were detected to be transcriptionally active.
2017-06-13 | GSE76624 | GEO
Project description:Mammalian interphase chromosomes interact with the nuclear lamina (NL) through hundreds of large Lamina Associated Domains (LADs). We report a method to map NL contacts genome-wide in single human cells. Analysis of ~400 maps reveals a core architecture of gene-poor LADs that contact the NL with high cell-to-cell consistency, interspersed by LADs with more variable NL interactions. The variable contacts are more sensitive to a change in genome ploidy than the consistent contacts. Single-cell maps indicate that NL contacts involve multivalent interactions over hundreds of kilobases. Moreover, we observe extensive intra-chromosomal coordination of NL contacts, even over tens of megabases. Such coordinated loci exhibit preferential interactions as detected by Hi-C. Finally, single-cell gene expression and chromatin accessibility analysis shows that loci with consistent NL contacts are expressed at lower levels and are more consistently inaccessible than loci with lower contact frequencies. These results highlight fundamental principles of single cell chromatin organization.
2015-09-24 | GSE69841 | GEO