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2.
Diabetes Care ; 46(5): 985-992, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-36809463

RESUMO

OBJECTIVE: The association between FTO rs9939609 and obesity is modified by physical activity (PA) and/or insulin sensitivity (IS). We aimed to assess whether these modifications are independent, to assess whether PA and/or IS modify the association between rs9939609 and cardiometabolic traits, and to elucidate underlying mechanisms. RESEARCH DESIGN AND METHODS: Genetic association analyses comprised up to 19,585 individuals. PA was self-reported, and IS was defined based on inverted HOMA insulin resistance index. Functional analyses were performed in muscle biopsies from 140 men and in cultured muscle cells. RESULTS: The BMI-increasing effect of the FTO rs9939609 A allele was attenuated by 47% with high PA (ß [SE], -0.32 [0.10] kg/m2, P = 0.0013) and by 51% with high IS (-0.31 [0.09] kg/m2, P = 0.00028). Interestingly, these interactions were essentially independent (PA, -0.20 [0.09] kg/m2, P = 0.023; IS, -0.28 [0.09] kg/m2, P = 0.0011). The rs9939609 A allele was also associated with higher all-cause mortality and certain cardiometabolic outcomes (hazard ratio, 1.07-1.20, P > 0.04), and these effects tended to be weakened by greater PA and IS. Moreover, the rs9939609 A allele was associated with higher expression of FTO in skeletal muscle tissue (0.03 [0.01], P = 0.011), and in skeletal muscle cells, we identified a physical interaction between the FTO promoter and an enhancer region encompassing rs9939609. CONCLUSIONS: Greater PA and IS independently reduced the effect of rs9939609 on obesity. These effects might be mediated through altered expression of FTO in skeletal muscle. Our results indicated that PA and/or other means of increasing insulin sensitivity could counteract FTO-related genetic predisposition to obesity.


Assuntos
Doenças Cardiovasculares , Hiperinsulinismo , Resistência à Insulina , Masculino , Humanos , Resistência à Insulina/genética , Índice de Massa Corporal , Obesidade/genética , Obesidade/metabolismo , Exercício Físico , Predisposição Genética para Doença , Insulina/genética , Insulina Regular Humana , Polimorfismo de Nucleotídeo Único , Genótipo , Dioxigenase FTO Dependente de alfa-Cetoglutarato/genética
5.
Nat Commun ; 13(1): 715, 2022 02 07.
Artigo em Inglês | MEDLINE | ID: mdl-35132078

RESUMO

Organs are anatomically compartmentalised to cater for specialised functions. In the small intestine (SI), regionalisation enables sequential processing of food and nutrient absorption. While several studies indicate the critical importance of non-epithelial cells during development and homeostasis, the extent to which these cells contribute to regionalisation during morphogenesis remains unexplored. Here, we identify a mesenchymal-epithelial crosstalk that shapes the developing SI during late morphogenesis. We find that subepithelial mesenchymal cells are characterised by gradients of factors supporting Wnt signalling and stimulate epithelial growth in vitro. Such a gradient impacts epithelial gene expression and regional villus formation along the anterior-posterior axis of the SI. Notably, we further provide evidence that Wnt signalling directly regulates epithelial expression of Sonic Hedgehog (SHH), which, in turn, acts on mesenchymal cells to drive villi formation. Taken together our results uncover a mechanistic link between Wnt and Hedgehog signalling across different cellular compartments that is central for anterior-posterior regionalisation and correct formation of the SI.


Assuntos
Proteínas Hedgehog/metabolismo , Mucosa Intestinal/metabolismo , Intestino Delgado/embriologia , Células-Tronco Mesenquimais/metabolismo , Via de Sinalização Wnt/fisiologia , Animais , Linhagem da Célula , Regulação da Expressão Gênica no Desenvolvimento , Proteínas Hedgehog/genética , Mucosa Intestinal/citologia , Mucosa Intestinal/embriologia , Intestino Delgado/citologia , Intestino Delgado/metabolismo , Células-Tronco Mesenquimais/citologia , Camundongos , Morfogênese , Receptor alfa de Fator de Crescimento Derivado de Plaquetas/metabolismo , Via de Sinalização Wnt/genética
6.
Nat Commun ; 13(1): 151, 2022 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-35013207

RESUMO

Thousands of non-coding variants have been associated with increased risk of human diseases, yet the causal variants and their mechanisms-of-action remain obscure. In an integrative study combining massively parallel reporter assays (MPRA), expression analyses (eQTL, meQTL, PCHiC) and chromatin accessibility analyses in primary cells (caQTL), we investigate 1,039 variants associated with multiple myeloma (MM). We demonstrate that MM susceptibility is mediated by gene-regulatory changes in plasma cells and B-cells, and identify putative causal variants at six risk loci (SMARCD3, WAC, ELL2, CDCA7L, CEP120, and PREX1). Notably, three of these variants co-localize with significant plasma cell caQTLs, signaling the presence of causal activity at these precise genomic positions in an endogenous chromosomal context in vivo. Our results provide a systematic functional dissection of risk loci for a hematologic malignancy.


Assuntos
Linfócitos B/patologia , DNA Intergênico/genética , Predisposição Genética para Doença , Mieloma Múltiplo/genética , Proteínas de Neoplasias/genética , Plasmócitos/patologia , Proteínas Adaptadoras de Transdução de Sinal/genética , Proteínas Adaptadoras de Transdução de Sinal/imunologia , Protocolos de Quimioterapia Combinada Antineoplásica , Linfócitos B/imunologia , Sequência de Bases , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/imunologia , Cromatina/química , Cromatina/imunologia , Proteínas Cromossômicas não Histona/genética , Proteínas Cromossômicas não Histona/imunologia , DNA Intergênico/imunologia , Regulação Neoplásica da Expressão Gênica , Fatores de Troca do Nucleotídeo Guanina/genética , Fatores de Troca do Nucleotídeo Guanina/imunologia , Humanos , Padrões de Herança , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/imunologia , Mieloma Múltiplo/patologia , Proteínas de Neoplasias/imunologia , Plasmócitos/imunologia , Polimorfismo Genético , Cultura Primária de Células , Locos de Características Quantitativas , Proteínas Repressoras/genética , Proteínas Repressoras/imunologia , Medição de Risco , Fatores de Elongação da Transcrição/genética , Fatores de Elongação da Transcrição/imunologia
7.
Blood ; 139(11): 1659-1669, 2022 03 17.
Artigo em Inglês | MEDLINE | ID: mdl-35007327

RESUMO

Stem cell transplantation is a cornerstone in the treatment of blood malignancies. The most common method to harvest stem cells for transplantation is by leukapheresis, requiring mobilization of CD34+ hematopoietic stem and progenitor cells (HSPCs) from the bone marrow into the blood. Identifying the genetic factors that control blood CD34+ cell levels could reveal new drug targets for HSPC mobilization. Here we report the first large-scale, genome-wide association study on blood CD34+ cell levels. Across 13 167 individuals, we identify 9 significant and 2 suggestive associations, accounted for by 8 loci (PPM1H, CXCR4, ENO1-RERE, ITGA9, ARHGAP45, CEBPA, TERT, and MYC). Notably, 4 of the identified associations map to CXCR4, showing that bona fide regulators of blood CD34+ cell levels can be identified through genetic variation. Further, the most significant association maps to PPM1H, encoding a serine/threonine phosphatase never previously implicated in HSPC biology. PPM1H is expressed in HSPCs, and the allele that confers higher blood CD34+ cell levels downregulates PPM1H. Through functional fine-mapping, we find that this downregulation is caused by the variant rs772557-A, which abrogates an MYB transcription factor-binding site in PPM1H intron 1 that is active in specific HSPC subpopulations, including hematopoietic stem cells, and interacts with the promoter by chromatin looping. Furthermore, PPM1H knockdown increases the proportion of CD34+ and CD34+90+ cells in cord blood assays. Our results provide the first large-scale analysis of the genetic architecture of blood CD34+ cell levels and warrant further investigation of PPM1H as a potential inhibition target for stem cell mobilization.


Assuntos
Estudo de Associação Genômica Ampla , Células-Tronco Hematopoéticas , Antígenos CD34/metabolismo , Mobilização de Células-Tronco Hematopoéticas , Células-Tronco Hematopoéticas/metabolismo , Humanos
9.
Blood Cancer J ; 11(4): 76, 2021 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-33875642

RESUMO

Multiple myeloma (MM) is caused by the uncontrolled, clonal expansion of plasma cells. While there is epidemiological evidence for inherited susceptibility, the molecular basis remains incompletely understood. We report a genome-wide association study totalling 5,320 cases and 422,289 controls from four Nordic populations, and find a novel MM risk variant at SOHLH2 at 13q13.3 (risk allele frequency = 3.5%; odds ratio = 1.38; P = 2.2 × 10-14). This gene encodes a transcription factor involved in gametogenesis that is normally only weakly expressed in plasma cells. The association is represented by 14 variants in linkage disequilibrium. Among these, rs75712673 maps to a genomic region with open chromatin in plasma cells, and upregulates SOHLH2 in this cell type. Moreover, rs75712673 influences transcriptional activity in luciferase assays, and shows a chromatin looping interaction with the SOHLH2 promoter. Our work provides novel insight into MM susceptibility.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Mieloma Múltiplo/genética , Idoso , Feminino , Frequência do Gene , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Células Germinativas/metabolismo , Mutação em Linhagem Germinativa , Humanos , Desequilíbrio de Ligação , Masculino , Polimorfismo de Nucleotídeo Único
10.
BMC Bioinformatics ; 20(1): 487, 2019 Oct 04.
Artigo em Inglês | MEDLINE | ID: mdl-31585526

RESUMO

BACKGROUND: 5'-end sequencing assays, and Cap Analysis of Gene Expression (CAGE) in particular, have been instrumental in studying transcriptional regulation. 5'-end methods provide genome-wide maps of transcription start sites (TSSs) with base pair resolution. Because active enhancers often feature bidirectional TSSs, such data can also be used to predict enhancer candidates. The current availability of mature and comprehensive computational tools for the analysis of 5'-end data is limited, preventing efficient analysis of new and existing 5'-end data. RESULTS: We present CAGEfightR, a framework for analysis of CAGE and other 5'-end data implemented as an R/Bioconductor-package. CAGEfightR can import data from BigWig files and allows for fast and memory efficient prediction and analysis of TSSs and enhancers. Downstream analyses include quantification, normalization, annotation with transcript and gene models, TSS shape statistics, linking TSSs to enhancers via co-expression, identification of enhancer clusters, and genome-browser style visualization. While built to analyze CAGE data, we demonstrate the utility of CAGEfightR in analyzing nascent RNA 5'-data (PRO-Cap). CAGEfightR is implemented using standard Bioconductor classes, making it easy to learn, use and combine with other Bioconductor packages, for example popular differential expression tools such as limma, DESeq2 and edgeR. CONCLUSIONS: CAGEfightR provides a single, scalable and easy-to-use framework for comprehensive downstream analysis of 5'-end data. CAGEfightR is designed to be interoperable with other Bioconductor packages, thereby unlocking hundreds of mature transcriptomic analysis tools for 5'-end data. CAGEfightR is freely available via Bioconductor: bioconductor.org/packages/CAGEfightR .


Assuntos
Perfilação da Expressão Gênica/métodos , Software , Sítio de Iniciação de Transcrição
11.
F1000Res ; 8: 886, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31327999

RESUMO

Cap Analysis of Gene Expression (CAGE) is one of the most popular 5'-end sequencing methods. In a single experiment, CAGE can be used to locate and quantify the expression of both Transcription Start Sites (TSSs) and enhancers. This is workflow is a case study on how to use the CAGEfightR package to orchestrate analysis of CAGE data within the Bioconductor project. This workflow starts from BigWig-files and covers both basic CAGE analyses such as identifying, quantifying and annotating TSSs and enhancers, advanced analysis such as finding interacting TSS-enhancer pairs and enhancer clusters, to differential expression analysis and alternative TSS usage. R-code, discussion and references are intertwined to help provide guidelines for future CAGE studies of the same kind.


Assuntos
Biologia Computacional , Expressão Gênica , Regiões Promotoras Genéticas , Sítio de Iniciação de Transcrição , Análise de Dados
12.
Nucleic Acids Res ; 47(4): 1671-1691, 2019 02 28.
Artigo em Inglês | MEDLINE | ID: mdl-30566651

RESUMO

Fission yeast, Schizosaccharomyces pombe, is an attractive model organism for transcriptional and chromatin biology research. Such research is contingent on accurate annotation of transcription start sites (TSSs). However, comprehensive genome-wide maps of TSSs and their usage across commonly applied laboratory conditions and treatments for S. pombe are lacking. To this end, we profiled TSS activity genome-wide in S. pombe cultures exposed to heat shock, nitrogen starvation, hydrogen peroxide and two commonly applied media, YES and EMM2, using Cap Analysis of Gene Expression (CAGE). CAGE-based annotation of TSSs is substantially more accurate than existing PomBase annotation; on average, CAGE TSSs fall 50-75 bp downstream of PomBase TSSs and co-localize with nucleosome boundaries. In contrast to higher eukaryotes, dispersed TSS distributions are not common in S. pombe. Our data recapitulate known S. pombe stress expression response patterns and identify stress- and media-responsive alternative TSSs. Notably, alteration of growth medium induces changes of similar magnitude as some stressors. We show a link between nucleosome occupancy and genetic variation, and that the proximal promoter region is genetically diverse between S. pombe strains. Our detailed TSS map constitutes a central resource for S. pombe gene regulation research.


Assuntos
Schizosaccharomyces/genética , Estresse Fisiológico/genética , Sítio de Iniciação de Transcrição , Transcrição Gênica , Cromatina/genética , Mapeamento Cromossômico , Regulação Fúngica da Expressão Gênica/genética , Genoma Fúngico/efeitos dos fármacos , Genoma Fúngico/genética , Peróxido de Hidrogênio/farmacologia , Nitrogênio/metabolismo , Nucleossomos/genética , Regiões Promotoras Genéticas , Inanição/genética , Estresse Fisiológico/efeitos dos fármacos
13.
Nat Commun ; 9(1): 1661, 2018 04 25.
Artigo em Inglês | MEDLINE | ID: mdl-29695774

RESUMO

Inflammatory bowel disease (IBD) is a chronic intestinal disorder, with two main types: Crohn's disease (CD) and ulcerative colitis (UC), whose molecular pathology is not well understood. The majority of IBD-associated SNPs are located in non-coding regions and are hard to characterize since regulatory regions in IBD are not known. Here we profile transcription start sites (TSSs) and enhancers in the descending colon of 94 IBD patients and controls. IBD-upregulated promoters and enhancers are highly enriched for IBD-associated SNPs and are bound by the same transcription factors. IBD-specific TSSs are associated to genes with roles in both inflammatory cascades and gut epithelia while TSSs distinguishing UC and CD are associated to gut epithelia functions. We find that as few as 35 TSSs can distinguish active CD, UC, and controls with 85% accuracy in an independent cohort. Our data constitute a foundation for understanding the molecular pathology, gene regulation, and genetics of IBD.


Assuntos
Colite Ulcerativa/genética , Doença de Crohn/genética , Sequências Reguladoras de Ácido Nucleico/genética , Adulto , Biópsia , Estudos de Casos e Controles , Estudos de Coortes , Colite Ulcerativa/diagnóstico , Colite Ulcerativa/patologia , Colo/diagnóstico por imagem , Colo/patologia , Colonoscopia , Doença de Crohn/diagnóstico , Doença de Crohn/patologia , Feminino , Humanos , Mucosa Intestinal/diagnóstico por imagem , Mucosa Intestinal/patologia , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Análise de Sequência de RNA , Regulação para Cima
14.
Nat Genet ; 47(3): 235-41, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25665008

RESUMO

Natural variation within species reveals aspects of genome evolution and function. The fission yeast Schizosaccharomyces pombe is an important model for eukaryotic biology, but researchers typically use one standard laboratory strain. To extend the usefulness of this model, we surveyed the genomic and phenotypic variation in 161 natural isolates. We sequenced the genomes of all strains, finding moderate genetic diversity (π = 3 × 10(-3) substitutions/site) and weak global population structure. We estimate that dispersal of S. pombe began during human antiquity (∼340 BCE), and ancestors of these strains reached the Americas at ∼1623 CE. We quantified 74 traits, finding substantial heritable phenotypic diversity. We conducted 223 genome-wide association studies, with 89 traits showing at least one association. The most significant variant for each trait explained 22% of the phenotypic variance on average, with indels having larger effects than SNPs. This analysis represents a rich resource to examine genotype-phenotype relationships in a tractable model.


Assuntos
Genoma Fúngico , Schizosaccharomyces/genética , Variação Genética , Estudo de Associação Genômica Ampla/métodos , Genômica/métodos , Genótipo , Humanos , Fenótipo , Polimorfismo de Nucleotídeo Único
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