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1.
Cell Rep ; 43(5): 114175, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38691456

ABSTRACT

Transcription factors (TFs) are important mediators of aberrant transcriptional programs in cancer cells. In this study, we focus on TF activity (TFa) as a biomarker for cell-line-selective anti-proliferative effects, in that high TFa predicts sensitivity to loss of function of a given gene (i.e., genetic dependencies [GDs]). Our linear-regression-based framework identifies 3,047 pan-cancer and 3,952 cancer-type-specific candidate TFa-GD associations from cell line data, which are then cross-examined for impact on survival in patient cohorts. One of the most prominent biomarkers is TEAD1 activity, whose associations with its predicted GDs are validated through experimental evidence as proof of concept. Overall, these TFa-GD associations represent an attractive resource for identifying innovative, biomarker-driven hypotheses for drug discovery programs in oncology.


Subject(s)
Neoplasms , Transcription Factors , Humans , Transcription Factors/metabolism , Transcription Factors/genetics , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/pathology , Cell Line, Tumor , TEA Domain Transcription Factors/metabolism , Gene Expression Regulation, Neoplastic , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Biomarkers, Tumor/metabolism , Biomarkers, Tumor/genetics , Cell Proliferation
2.
Nat Commun ; 12(1): 6618, 2021 11 16.
Article in English | MEDLINE | ID: mdl-34785669

ABSTRACT

Previous genome-wide association studies revealed multiple common variants involved in eczema but the role of rare variants remains to be elucidated. Here, we investigate the role of rare variants in eczema susceptibility. We meta-analyze 21 study populations including 20,016 eczema cases and 380,433 controls. Rare variants are imputed with high accuracy using large population-based reference panels. We identify rare exonic variants in DUSP1, NOTCH4, and SLC9A4 to be associated with eczema. In DUSP1 and NOTCH4 missense variants are predicted to impact conserved functional domains. In addition, five novel common variants at SATB1-AS1/KCNH8, TRIB1/LINC00861, ZBTB1, TBX21/OSBPL7, and CSF2RB are discovered. While genes prioritized based on rare variants are significantly up-regulated in the skin, common variants point to immune cell function. Over 20% of the single nucleotide variant-based heritability is attributable to rare and low-frequency variants. The identified rare/low-frequency variants located in functional protein domains point to promising targets for novel therapeutic approaches to eczema.


Subject(s)
Dual Specificity Phosphatase 1/genetics , Eczema/diagnosis , Eczema/genetics , Receptor, Notch4/genetics , Sodium-Hydrogen Exchangers/genetics , Cytokine Receptor Common beta Subunit , Dual Specificity Phosphatase 1/chemistry , Dual Specificity Phosphatase 1/metabolism , Gene Expression , Genetic Predisposition to Disease , Genome-Wide Association Study , Genotype , Humans , Matrix Attachment Region Binding Proteins , Polymorphism, Single Nucleotide , Rare Diseases/genetics , Receptor, Notch4/chemistry , Receptor, Notch4/metabolism , Sodium-Hydrogen Exchangers/chemistry , Sodium-Hydrogen Exchangers/metabolism
3.
Nat Metab ; 3(5): 651-664, 2021 05.
Article in English | MEDLINE | ID: mdl-33972798

ABSTRACT

Metabolism negotiates cell-endogenous requirements of energy, nutrients and building blocks with the immediate environment to enable various processes, including growth and differentiation. While there is an increasing number of examples of crosstalk between metabolism and chromatin, few involve uptake of exogenous metabolites. Solute carriers (SLCs) represent the largest group of transporters in the human genome and are responsible for the transport of a wide variety of substrates, including nutrients and metabolites. We aimed to investigate the possible involvement of SLC-mediated solutes uptake and cellular metabolism in regulating cellular epigenetic states. Here, we perform a CRISPR-Cas9 transporter-focused genetic screen and a metabolic compound library screen for the regulation of BRD4-dependent chromatin states in human myeloid leukaemia cells. Intersection of the two orthogonal approaches reveal that loss of transporters involved with purine transport or inhibition of de novo purine synthesis lead to dysfunction of BRD4-dependent transcriptional regulation. Through mechanistic characterization of the metabolic circuitry, we elucidate the convergence of SLC-mediated purine uptake and de novo purine synthesis on BRD4-chromatin occupancy. Moreover, adenine-related metabolite supplementation effectively restores BRD4 functionality on purine impairment. Our study highlights the specific role of purine/adenine metabolism in modulating BRD4-dependent epigenetic states.


Subject(s)
Cell Cycle Proteins/metabolism , Chromatin/metabolism , Nucleoside Transport Proteins/metabolism , Purines/metabolism , Solute Carrier Proteins/metabolism , Transcription Factors/metabolism , Adenine/metabolism , Biosynthetic Pathways , Cell Cycle Proteins/antagonists & inhibitors , Cell Line , Chromatin/genetics , DNA-Binding Proteins/metabolism , Gene Expression Regulation , Gene Knockdown Techniques , Humans , Membrane Transport Proteins , Models, Biological , Solute Carrier Proteins/genetics , Transcription Factors/antagonists & inhibitors , Transcription, Genetic
4.
Nat Genet ; 53(3): 269-278, 2021 03.
Article in English | MEDLINE | ID: mdl-33558760

ABSTRACT

Cancer-associated, loss-of-function mutations in genes encoding subunits of the BRG1/BRM-associated factor (BAF) chromatin-remodeling complexes1-8 often cause drastic chromatin accessibility changes, especially in important regulatory regions9-19. However, it remains unknown how these changes are established over time (for example, immediate consequences or long-term adaptations), and whether they are causative for intracomplex synthetic lethalities, abrogating the formation or activity of BAF complexes9,20-24. In the present study, we use the dTAG system to induce acute degradation of BAF subunits and show that chromatin alterations are established faster than the duration of one cell cycle. Using a pharmacological inhibitor and a chemical degrader of the BAF complex ATPase subunits25,26, we show that maintaining genome accessibility requires constant ATP-dependent remodeling. Completely abolishing BAF complex function by acute degradation of a synthetic lethal subunit in a paralog-deficient background results in an almost complete loss of chromatin accessibility at BAF-controlled sites, especially also at superenhancers, providing a mechanism for intracomplex synthetic lethalities.


Subject(s)
Chromatin/genetics , DNA Helicases/metabolism , Multiprotein Complexes/genetics , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Acetylation , Animals , Cell Line , Chromatin/metabolism , DNA Helicases/genetics , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Drosophila/cytology , Enhancer Elements, Genetic , Gene Knockout Techniques , Histones/genetics , Histones/metabolism , Humans , Multiprotein Complexes/metabolism , Nuclear Proteins/genetics , Transcription Factors/genetics
5.
PLoS Genet ; 16(6): e1008725, 2020 06.
Article in English | MEDLINE | ID: mdl-32603359

ABSTRACT

Risk factors that contribute to inter-individual differences in the age-of-onset of allergic diseases are poorly understood. The aim of this study was to identify genetic risk variants associated with the age at which symptoms of allergic disease first develop, considering information from asthma, hay fever and eczema. Self-reported age-of-onset information was available for 117,130 genotyped individuals of European ancestry from the UK Biobank study. For each individual, we identified the earliest age at which asthma, hay fever and/or eczema was first diagnosed and performed a genome-wide association study (GWAS) of this combined age-of-onset phenotype. We identified 50 variants with a significant independent association (P<3x10-8) with age-of-onset. Forty-five variants had comparable effects on the onset of the three individual diseases and 38 were also associated with allergic disease case-control status in an independent study (n = 222,484). We observed a strong negative genetic correlation between age-of-onset and case-control status of allergic disease (rg = -0.63, P = 4.5x10-61), indicating that cases with early disease onset have a greater burden of allergy risk alleles than those with late disease onset. Subsequently, a multivariate GWAS of age-of-onset and case-control status identified a further 26 associations that were missed by the univariate analyses of age-of-onset or case-control status only. Collectively, of the 76 variants identified, 18 represent novel associations for allergic disease. We identified 81 likely target genes of the 76 associated variants based on information from expression quantitative trait loci (eQTL) and non-synonymous variants, of which we highlight ADAM15, FOSL2, TRIM8, BMPR2, CD200R1, PRKCQ, NOD2, SMAD4, ABCA7 and UBE2L3. Our results support the notion that early and late onset allergic disease have partly distinct genetic architectures, potentially explaining known differences in pathophysiology between individuals.


Subject(s)
Asthma/genetics , Eczema/genetics , Polymorphism, Single Nucleotide , Rhinitis, Allergic, Seasonal/genetics , Adolescent , Adult , Age of Onset , Aged , Asthma/pathology , Child , Eczema/pathology , Female , Genetic Loci , Genome-Wide Association Study/methods , Humans , Male , Middle Aged , Rhinitis, Allergic, Seasonal/pathology
6.
J Allergy Clin Immunol ; 145(4): 1208-1218, 2020 04.
Article in English | MEDLINE | ID: mdl-31707051

ABSTRACT

BACKGROUND: Fifteen percent of atopic dermatitis (AD) liability-scale heritability could be attributed to 31 susceptibility loci identified by using genome-wide association studies, with only 3 of them (IL13, IL-6 receptor [IL6R], and filaggrin [FLG]) resolved to protein-coding variants. OBJECTIVE: We examined whether a significant portion of unexplained AD heritability is further explained by low-frequency and rare variants in the gene-coding sequence. METHODS: We evaluated common, low-frequency, and rare protein-coding variants using exome chip and replication genotype data of 15,574 patients and 377,839 control subjects combined with whole-transcriptome data on lesional, nonlesional, and healthy skin samples of 27 patients and 38 control subjects. RESULTS: An additional 12.56% (SE, 0.74%) of AD heritability is explained by rare protein-coding variation. We identified docking protein 2 (DOK2) and CD200 receptor 1 (CD200R1) as novel genome-wide significant susceptibility genes. Rare coding variants associated with AD are further enriched in 5 genes (IL-4 receptor [IL4R], IL13, Janus kinase 1 [JAK1], JAK2, and tyrosine kinase 2 [TYK2]) of the IL13 pathway, all of which are targets for novel systemic AD therapeutics. Multiomics-based network and RNA sequencing analysis revealed DOK2 as a central hub interacting with, among others, CD200R1, IL6R, and signal transducer and activator of transcription 3 (STAT3). Multitissue gene expression profile analysis for 53 tissue types from the Genotype-Tissue Expression project showed that disease-associated protein-coding variants exert their greatest effect in skin tissues. CONCLUSION: Our discoveries highlight a major role of rare coding variants in AD acting independently of common variants. Further extensive functional studies are required to detect all potential causal variants and to specify the contribution of the novel susceptibility genes DOK2 and CD200R1 to overall disease susceptibility.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Dermatitis, Atopic/genetics , Genotype , Orexin Receptors/genetics , Phosphoproteins/genetics , Skin/metabolism , Adult , Cohort Studies , Filaggrin Proteins , Gene Frequency , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Organ Specificity , Polymorphism, Genetic , Risk , Transcriptome
7.
Genetics ; 213(4): 1465-1478, 2019 12.
Article in English | MEDLINE | ID: mdl-31619445

ABSTRACT

Caenorhabditis elegans larval development requires the function of the two Canal-Associated Neurons (CANs): killing the CANs by laser microsurgery or disrupting their development by mutating the gene ceh-10 results in early larval arrest. How these cells promote larval development, however, remains a mystery. In screens for mutations that bypass CAN function, we identified the gene kin-29, which encodes a member of the Salt-Inducible Kinase (SIK) family and a component of a conserved pathway that regulates various C. elegans phenotypes. Like kin-29 loss, gain-of-function mutations in genes that may act upstream of kin-29 or growth in cyclic-AMP analogs bypassed ceh-10 larval arrest, suggesting that a conserved adenylyl cyclase/PKA pathway inhibits KIN-29 to promote larval development, and that loss of CAN function results in dysregulation of KIN-29 and larval arrest. The adenylyl cyclase ACY-2 mediates CAN-dependent larval development: acy-2 mutant larvae arrested development with a similar phenotype to ceh-10 mutants, and the arrest phenotype was suppressed by mutations in kin-29 ACY-2 is expressed predominantly in the CANs, and we provide evidence that the acy-2 functions in the CANs to promote larval development. By contrast, cell-specific expression experiments suggest that kin-29 acts in both the hypodermis and neurons, but not in the CANs. Based on our findings, we propose two models for how ACY-2 activity in the CANs regulates KIN-29 in target cells.


Subject(s)
Caenorhabditis elegans/growth & development , Caenorhabditis elegans/metabolism , Cyclic AMP/metabolism , Neurons/metabolism , Signal Transduction , Adenylyl Cyclases/metabolism , Animals , Caenorhabditis elegans/genetics , Caenorhabditis elegans Proteins/chemistry , Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans Proteins/metabolism , Cyclic AMP-Dependent Protein Kinases/metabolism , Larva/growth & development , Models, Biological , Mutation/genetics , Phenotype , Protein Domains , Subcutaneous Tissue , Up-Regulation
10.
Nat Genet ; 49(12): 1752-1757, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29083406

ABSTRACT

Asthma, hay fever (or allergic rhinitis) and eczema (or atopic dermatitis) often coexist in the same individuals, partly because of a shared genetic origin. To identify shared risk variants, we performed a genome-wide association study (GWAS; n = 360,838) of a broad allergic disease phenotype that considers the presence of any one of these three diseases. We identified 136 independent risk variants (P < 3 × 10-8), including 73 not previously reported, which implicate 132 nearby genes in allergic disease pathophysiology. Disease-specific effects were detected for only six variants, confirming that most represent shared risk factors. Tissue-specific heritability and biological process enrichment analyses suggest that shared risk variants influence lymphocyte-mediated immunity. Six target genes provide an opportunity for drug repositioning, while for 36 genes CpG methylation was found to influence transcription independently of genetic effects. Asthma, hay fever and eczema partly coexist because they share many genetic risk variants that dysregulate the expression of immune-related genes.


Subject(s)
Asthma/genetics , Eczema/genetics , Genetic Predisposition to Disease/genetics , Hypersensitivity/genetics , Rhinitis, Allergic, Seasonal/genetics , Genome-Wide Association Study/methods , Humans , Phenotype , Polymorphism, Single Nucleotide , Risk Factors
11.
Nat Commun ; 8(1): 1056, 2017 10 20.
Article in English | MEDLINE | ID: mdl-29051540

ABSTRACT

Genetic factors and mechanisms underlying food allergy are largely unknown. Due to heterogeneity of symptoms a reliable diagnosis is often difficult to make. Here, we report a genome-wide association study on food allergy diagnosed by oral food challenge in 497 cases and 2387 controls. We identify five loci at genome-wide significance, the clade B serpin (SERPINB) gene cluster at 18q21.3, the cytokine gene cluster at 5q31.1, the filaggrin gene, the C11orf30/LRRC32 locus, and the human leukocyte antigen (HLA) region. Stratifying the results for the causative food demonstrates that association of the HLA locus is peanut allergy-specific whereas the other four loci increase the risk for any food allergy. Variants in the SERPINB gene cluster are associated with SERPINB10 expression in leukocytes. Moreover, SERPINB genes are highly expressed in the esophagus. All identified loci are involved in immunological regulation or epithelial barrier function, emphasizing the role of both mechanisms in food allergy.


Subject(s)
Food Hypersensitivity/genetics , Serpins/genetics , Case-Control Studies , Child, Preschool , Female , Filaggrin Proteins , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Male , Multigene Family
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