ABSTRACT
The function of a cell is defined by its intrinsic characteristics and its niche: the tissue microenvironment in which it dwells. Here we combine single-cell and spatial transcriptomics data to discover cellular niches within eight regions of the human heart. We map cells to microanatomical locations and integrate knowledge-based and unsupervised structural annotations. We also profile the cells of the human cardiac conduction system1. The results revealed their distinctive repertoire of ion channels, G-protein-coupled receptors (GPCRs) and regulatory networks, and implicated FOXP2 in the pacemaker phenotype. We show that the sinoatrial node is compartmentalized, with a core of pacemaker cells, fibroblasts and glial cells supporting glutamatergic signalling. Using a custom CellPhoneDB.org module, we identify trans-synaptic pacemaker cell interactions with glia. We introduce a druggable target prediction tool, drug2cell, which leverages single-cell profiles and drug-target interactions to provide mechanistic insights into the chronotropic effects of drugs, including GLP-1 analogues. In the epicardium, we show enrichment of both IgG+ and IgA+ plasma cells forming immune niches that may contribute to infection defence. Overall, we provide new clarity to cardiac electro-anatomy and immunology, and our suite of computational approaches can be applied to other tissues and organs.
Subject(s)
Cellular Microenvironment , Heart , Multiomics , Myocardium , Humans , Cell Communication , Fibroblasts/cytology , Glutamic Acid/metabolism , Heart/anatomy & histology , Heart/innervation , Ion Channels/metabolism , Myocardium/cytology , Myocardium/immunology , Myocardium/metabolism , Myocytes, Cardiac/cytology , Neuroglia/cytology , Pericardium/cytology , Pericardium/immunology , Plasma Cells/immunology , Receptors, G-Protein-Coupled/metabolism , Sinoatrial Node/anatomy & histology , Sinoatrial Node/cytology , Sinoatrial Node/physiology , Heart Conduction System/anatomy & histology , Heart Conduction System/cytology , Heart Conduction System/metabolismABSTRACT
Preventing SARS-CoV-2 infection by modulating viral host receptors, such as angiotensin-converting enzyme 2 (ACE2)1, could represent a new chemoprophylactic approach for COVID-19 that complements vaccination2,3. However, the mechanisms that control the expression of ACE2 remain unclear. Here we show that the farnesoid X receptor (FXR) is a direct regulator of ACE2 transcription in several tissues affected by COVID-19, including the gastrointestinal and respiratory systems. We then use the over-the-counter compound z-guggulsterone and the off-patent drug ursodeoxycholic acid (UDCA) to reduce FXR signalling and downregulate ACE2 in human lung, cholangiocyte and intestinal organoids and in the corresponding tissues in mice and hamsters. We show that the UDCA-mediated downregulation of ACE2 reduces susceptibility to SARS-CoV-2 infection in vitro, in vivo and in human lungs and livers perfused ex situ. Furthermore, we reveal that UDCA reduces the expression of ACE2 in the nasal epithelium in humans. Finally, we identify a correlation between UDCA treatment and positive clinical outcomes after SARS-CoV-2 infection using retrospective registry data, and confirm these findings in an independent validation cohort of recipients of liver transplants. In conclusion, we show that FXR has a role in controlling ACE2 expression and provide evidence that modulation of this pathway could be beneficial for reducing SARS-CoV-2 infection, paving the way for future clinical trials.
Subject(s)
Angiotensin-Converting Enzyme 2 , COVID-19 , Receptors, Virus , Ursodeoxycholic Acid , Animals , Humans , Mice , Angiotensin-Converting Enzyme 2/genetics , Angiotensin-Converting Enzyme 2/metabolism , COVID-19/metabolism , COVID-19/prevention & control , Receptors, Virus/genetics , Receptors, Virus/metabolism , Retrospective Studies , SARS-CoV-2/metabolism , COVID-19 Drug Treatment , Cricetinae , Transcription, Genetic , Ursodeoxycholic Acid/pharmacology , Lung/drug effects , Lung/metabolism , Organoids/drug effects , Organoids/metabolism , Liver/drug effects , Liver/metabolism , Nasal Mucosa/drug effects , Nasal Mucosa/metabolism , Registries , Reproducibility of Results , Liver TransplantationABSTRACT
The liver has been studied extensively due to the broad number of diseases affecting its vital functions. However, therapeutic advances have been hampered by the lack of knowledge concerning human hepatic development. Here, we addressed this limitation by describing the developmental trajectories of different cell types that make up the human liver at single-cell resolution. These transcriptomic analyses revealed that sequential cell-to-cell interactions direct functional maturation of hepatocytes, with non-parenchymal cells playing essential roles during organogenesis. We utilized this information to derive bipotential hepatoblast organoids and then exploited this model system to validate the importance of signalling pathways in hepatocyte and cholangiocyte specification. Further insights into hepatic maturation also enabled the identification of stage-specific transcription factors to improve the functionality of hepatocyte-like cells generated from human pluripotent stem cells. Thus, our study establishes a platform to investigate the basic mechanisms directing human liver development and to produce cell types for clinical applications.
Subject(s)
Hepatocytes , Liver , Humans , Liver/metabolism , Hepatocytes/metabolism , Cell Differentiation , Organoids , Transcription Factors/genetics , Transcription Factors/metabolismABSTRACT
Heterozygous mutations in HNF1B in humans result in a multisystem disorder, including pancreatic hypoplasia and diabetes mellitus. Here we used a well-controlled human induced pluripotent stem cell pancreatic differentiation model to elucidate the molecular mechanisms underlying HNF1B-associated diabetes. Our results show that lack of HNF1B blocks specification of pancreatic fate from the foregut progenitor (FP) stage, but HNF1B haploinsufficiency allows differentiation of multipotent pancreatic progenitor cells (MPCs) and insulin-secreting ß-like cells. We show that HNF1B haploinsufficiency impairs cell proliferation in FPs and MPCs. This could be attributed to impaired induction of key pancreatic developmental genes, including SOX11, ROBO2, and additional TEAD1 target genes whose function is associated with MPC self-renewal. In this work we uncover an exhaustive list of potential HNF1B gene targets during human pancreas organogenesis whose downregulation might underlie HNF1B-associated diabetes onset in humans, thus providing an important resource to understand the pathogenesis of this disease.
Subject(s)
Cell Differentiation/genetics , Hepatocyte Nuclear Factor 1-beta/genetics , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Models, Biological , Organogenesis/genetics , Pancreas/embryology , Pancreas/metabolism , Biomarkers , CRISPR-Cas Systems , Cell Lineage/genetics , Diabetes Mellitus/etiology , Disease Susceptibility , Fluorescent Antibody Technique , Gene Editing , Gene Expression Profiling , Gene Expression Regulation, Developmental , Haploinsufficiency , Hepatocyte Nuclear Factor 1-beta/metabolism , Humans , Immunophenotyping , Insulin-Secreting Cells/metabolism , Signal TransductionABSTRACT
The signalling pathways that maintain primed human pluripotent stem cells (hPSCs) have been well characterised, revealing a critical role for TGFß/Activin/Nodal signalling. In contrast, the signalling requirements of naive human pluripotency have not been fully established. Here, we demonstrate that TGFß signalling is required to maintain naive hPSCs. The downstream effector proteins - SMAD2/3 - bind common sites in naive and primed hPSCs, including shared pluripotency genes. In naive hPSCs, SMAD2/3 additionally bind to active regulatory regions near to naive pluripotency genes. Inhibiting TGFß signalling in naive hPSCs causes the downregulation of SMAD2/3-target genes and pluripotency exit. Single-cell analyses reveal that naive and primed hPSCs follow different transcriptional trajectories after inhibition of TGFß signalling. Primed hPSCs differentiate into neuroectoderm cells, whereas naive hPSCs transition into trophectoderm. These results establish that there is a continuum for TGFß pathway function in human pluripotency spanning a developmental window from naive to primed states.
Subject(s)
Cell Differentiation/physiology , Pluripotent Stem Cells/physiology , Signal Transduction/physiology , Smad2 Protein/genetics , Smad3 Protein/genetics , Transforming Growth Factor beta/genetics , Cell Line , Cellular Reprogramming , Humans , Smad2 Protein/metabolism , Smad3 Protein/metabolism , Transforming Growth Factor beta/metabolismABSTRACT
Organoid technology holds great promise for regenerative medicine but has not yet been applied to humans. We address this challenge using cholangiocyte organoids in the context of cholangiopathies, which represent a key reason for liver transplantation. Using single-cell RNA sequencing, we show that primary human cholangiocytes display transcriptional diversity that is lost in organoid culture. However, cholangiocyte organoids remain plastic and resume their in vivo signatures when transplanted back in the biliary tree. We then utilize a model of cell engraftment in human livers undergoing ex vivo normothermic perfusion to demonstrate that this property allows extrahepatic organoids to repair human intrahepatic ducts after transplantation. Our results provide proof of principle that cholangiocyte organoids can be used to repair human biliary epithelium.
Subject(s)
Bile Duct Diseases/therapy , Bile Ducts, Intrahepatic/physiology , Bile Ducts/cytology , Cell- and Tissue-Based Therapy , Epithelial Cells/cytology , Organoids/transplantation , Animals , Bile , Bile Ducts/physiology , Bile Ducts, Intrahepatic/cytology , Common Bile Duct/cytology , Epithelial Cells/physiology , Gallbladder/cytology , Gene Expression Regulation , Humans , Liver/physiology , Liver Transplantation , Mesenchymal Stem Cell Transplantation , Mice , Organoids/physiology , RNA-Seq , Tissue and Organ Procurement , TranscriptomeABSTRACT
BACKGROUND AND AIMS: Organoids provide a powerful system to study epithelia in vitro. Recently, this approach was applied successfully to the biliary tree, a series of ductular tissues responsible for the drainage of bile and pancreatic secretions. More precisely, organoids have been derived from ductal tissue located outside (extrahepatic bile ducts; EHBDs) or inside the liver (intrahepatic bile ducts; IHBDs). These organoids share many characteristics, including expression of cholangiocyte markers such as keratin (KRT) 19. However, the relationship between these organoids and their tissues of origin, and to each other, is largely unknown. APPROACH AND RESULTS: Organoids were derived from human gallbladder, common bile duct, pancreatic duct, and IHBDs using culture conditions promoting WNT signaling. The resulting IHBD and EHBD organoids expressed stem/progenitor markers leucine-rich repeat-containing G-protein-coupled receptor 5/prominin 1 and ductal markers KRT19/KRT7. However, RNA sequencing revealed that organoids conserve only a limited number of regional-specific markers corresponding to their location of origin. Of particular interest, down-regulation of biliary markers and up-regulation of cell-cycle genes were observed in organoids. IHBD and EHBD organoids diverged in their response to WNT signaling, and only IHBDs were able to express a low level of hepatocyte markers under differentiation conditions. CONCLUSIONS: Taken together, our results demonstrate that differences exist not only between extrahepatic biliary organoids and their tissue of origin, but also between IHBD and EHBD organoids. This information may help to understand the tissue specificity of cholangiopathies and also to identify targets for therapeutic development.
Subject(s)
Bile Ducts, Extrahepatic/cytology , Bile Ducts, Intrahepatic/cytology , Epithelial Cells/cytology , Organoids/physiology , Animals , Bile , Bile Ducts, Extrahepatic/physiology , Bile Ducts, Intrahepatic/physiology , Cell Differentiation , Common Bile Duct/cytology , Epithelial Cells/physiology , Gallbladder/cytology , Gene Expression Regulation , Humans , Keratin-19/analysis , Liver/physiology , Mice , RNA-Seq , Tissue and Organ ProcurementABSTRACT
Variability among pluripotent stem cell (PSC) lines is a prevailing issue that hampers not only experimental reproducibility but also large-scale applications and personalized cell-based therapy. This variability could result from epigenetic and genetic factors that influence stem cell behavior. Naive culture conditions minimize epigenetic fluctuation, potentially overcoming differences in PSC line differentiation potential. Here we derived PSCs from distinct mouse strains under naive conditions and show that lines from distinct genetic backgrounds have divergent differentiation capacity, confirming a major role for genetics in PSC phenotypic variability. This is explained in part through inconsistent activity of extra-cellular signaling, including the Wnt pathway, which is modulated by specific genetic variants. Overall, this study shows that genetic background plays a dominant role in driving phenotypic variability of PSCs.
Subject(s)
Induced Pluripotent Stem Cells , Pluripotent Stem Cells , Animals , Biological Variation, Population , Cell Differentiation/genetics , Genetic Variation , Mice , Reproducibility of ResultsABSTRACT
NOD2 and TLR2 recognize components of bacterial cell wall peptidoglycan and direct defense against enteric pathogens. CD8+ T cells are important for immunity to such pathogens but how NOD2 and TLR2 induce antigen specific CD8+ T cell responses is unknown. Here, we define how these pattern recognition receptors (PRRs) signal in primary dendritic cells (DCs) to influence MHC class I antigen presentation. We show NOD2 and TLR2 phosphorylate PI31 via TBK1 following activation in DCs. PI31 interacts with TBK1 and Sec16A at endoplasmic reticulum exit sites (ERES), which positively regulates MHC class I peptide loading and immunoproteasome stability. Following NOD2 and TLR2 stimulation, depletion of PI31 or inhibition of TBK1 activity in vivo impairs DC cross-presentation and CD8+ T cell activation. DCs from Crohn's patients expressing NOD2 polymorphisms show dysregulated cross-presentation and CD8+ T cell responses. Our findings reveal unidentified mechanisms that underlie CD8+ T cell responses to bacteria in health and in Crohn's.
Subject(s)
CD8-Positive T-Lymphocytes/immunology , Cross-Priming , Dendritic Cells/immunology , Nod2 Signaling Adaptor Protein/immunology , Proteasome Endopeptidase Complex/immunology , Protein Serine-Threonine Kinases/immunology , Toll-Like Receptor 2/immunology , Antigens, Bacterial/immunology , Crohn Disease/immunology , Endoplasmic Reticulum/immunology , Histocompatibility Antigens Class I/immunology , Humans , Phosphorylation/immunology , Vesicular Transport Proteins/immunologyABSTRACT
The intestinal epithelial monolayer, at the boundary between microbes and the host immune system, plays an important role in the development of inflammatory bowel disease (IBD), particularly as a target and producer of pro-inflammatory TNF. Chronic overexpression of TNF leads to IBD-like pathology over time, but the mechanisms driving early pathogenesis events are not clear. We studied the epithelial response to inflammation by combining mathematical models with in vivo experimental models resembling acute and chronic TNF-mediated injury. We found significant villus atrophy with increased epithelial cell death along the crypt-villus axis, most dramatically at the villus tips, in both acute and chronic inflammation. In the acute model, we observed overexpression of TNF receptor I in the villus tip rapidly after TNF injection and concurrent with elevated levels of intracellular TNF and rapid shedding at the tip. In the chronic model, sustained villus atrophy was accompanied by a reduction in absolute epithelial cell turnover. Mathematical modelling demonstrated that increased cell apoptosis on the villus body explains the reduction in epithelial cell turnover along the crypt-villus axis observed in chronic inflammation. Cell destruction in the villus was not accompanied by changes in proliferative cell number or division rate within the crypt. Epithelial morphology and immunological changes in the chronic setting suggest a repair response to cell damage although the villus length is not recovered. A better understanding of how this state is further destabilised and results in clinical pathology resembling IBD will help identify suitable pathways for therapeutic intervention.
Subject(s)
Epithelial Cells/metabolism , Inflammation/metabolism , Inflammatory Bowel Diseases/metabolism , Intestinal Mucosa/metabolism , Tumor Necrosis Factors/metabolism , Animals , Apoptosis/physiology , Atrophy , Disease Models, Animal , Epithelial Cells/pathology , Female , Humans , Inflammation/pathology , Inflammatory Bowel Diseases/immunology , Inflammatory Bowel Diseases/pathology , Intestinal Mucosa/pathology , Mice , Mice, Inbred C57BLABSTRACT
Cell cycle progression and cell fate decisions are closely linked in human pluripotent stem cells (hPSCs). However, the study of these interplays at the molecular level remains challenging due to the lack of efficient methods allowing cell cycle synchronization of large quantities of cells. Here, we screened inhibitors of cell cycle progression and identified nocodazole as the most efficient small molecule to synchronize hPSCs in the G2/M phase. Following nocodazole treatment, hPSCs remain pluripotent, retain a normal karyotype and can successfully differentiate into the three germ layers and functional cell types. Moreover, genome-wide transcriptomic analyses on single cells synchronized for their cell cycle and differentiated toward the endoderm lineage validated our findings and showed that nocodazole treatment has no effect on gene expression during the differentiation process. Thus, our synchronization method provides a robust approach to study cell cycle mechanisms in hPSCs.
Subject(s)
Cell Cycle , Cellular Reprogramming Techniques/methods , Human Embryonic Stem Cells/cytology , Cell Differentiation , Cell Line , Endoderm/cytology , Human Embryonic Stem Cells/drug effects , Human Embryonic Stem Cells/metabolism , Humans , Karyotype , Nocodazole/pharmacology , Transcriptome , Tubulin Modulators/pharmacologyABSTRACT
The intestinal epithelium is a single layer of cells which provides the first line of defence of the intestinal mucosa to bacterial infection. Cohesion of this physical barrier is supported by renewal of epithelial stem cells, residing in invaginations called crypts, and by crypt cell migration onto protrusions called villi; dysregulation of such mechanisms may render the gut susceptible to chronic inflammation. The impact that excessive or misplaced epithelial cell death may have on villus cell migration is currently unknown. We integrated cell-tracking methods with computational models to determine how epithelial homeostasis is affected by acute and chronic TNFα-driven epithelial cell death. Parameter inference reveals that acute inflammatory cell death has a transient effect on epithelial cell dynamics, whereas cell death caused by chronic elevated TNFα causes a delay in the accumulation of labelled cells onto the villus compared to the control. Such a delay may be reproduced by using a cell-based model to simulate the dynamics of each cell in a crypt-villus geometry, showing that a prolonged increase in cell death slows the migration of cells from the crypt to the villus. This investigation highlights which injuries (acute or chronic) may be regenerated and which cause disruption of healthy epithelial homeostasis.
Subject(s)
Apoptosis/drug effects , Cell Movement/drug effects , Duodenum/metabolism , Ileum/metabolism , Intestinal Mucosa/metabolism , Tumor Necrosis Factor-alpha/toxicity , Animals , Caspase 3/metabolism , Duodenum/pathology , Ileum/pathology , Intestinal Mucosa/pathology , MiceABSTRACT
HIV-1 traffics through dendritic cells (DCs) en route to establishing a productive infection in T lymphocytes but fails to induce an innate immune response. Within DC endosomes, HIV-1 somehow evades detection by the pattern-recognition receptor (PRR) Toll-like receptor 8 (TLR8). Using a phosphoproteomic approach, we identified a robust and diverse signaling cascade triggered by HIV-1 upon entry into human DCs. A secondary siRNA screen of the identified signaling factors revealed several new mediators of HIV-1 trans-infection of CD4+ T cells in DCs, including the dynein motor protein Snapin. Inhibition of Snapin enhanced localization of HIV-1 with TLR8+ early endosomes, triggered a pro-inflammatory response, and inhibited trans-infection of CD4+ T cells. Snapin inhibited TLR8 signaling in the absence of HIV-1 and is a general regulator of endosomal maturation. Thus, we identify a new mechanism of innate immune sensing by TLR8 in DCs, which is exploited by HIV-1 to promote transmission.
Subject(s)
Dendritic Cells/immunology , Dendritic Cells/virology , HIV-1/pathogenicity , Host-Pathogen Interactions , Signal Transduction , Toll-Like Receptor 8/metabolism , Vesicular Transport Proteins/metabolism , CD4-Positive T-Lymphocytes/virology , Cell Line , HIV-1/immunology , HumansABSTRACT
The functional integrity of the intestinal epithelial barrier relies on tight coordination of cell proliferation and migration, with failure to regulate these processes resulting in disease. It is not known whether cell proliferation is sufficient to drive epithelial cell migration during homoeostatic turnover of the epithelium. Nor is it known precisely how villus cell migration is affected when proliferation is perturbed. Some reports suggest that proliferation and migration may not be related while other studies support a direct relationship. We used established cell-tracking methods based on thymine analog cell labeling and developed tailored mathematical models to quantify cell proliferation and migration under normal conditions and when proliferation is reduced and when it is temporarily halted. We found that epithelial cell migration velocities along the villi are coupled to cell proliferation rates within the crypts in all conditions. Furthermore, halting and resuming proliferation results in the synchronized response of cell migration on the villi. We conclude that cell proliferation within the crypt is the primary force that drives cell migration along the villus. This methodology can be applied to interrogate intestinal epithelial dynamics and characterize situations in which processes involved in cell turnover become uncoupled, including pharmacological treatments and disease models.-Parker, A., Maclaren, O. J., Fletcher, A. G., Muraro, D., Kreuzaler, P. A., Byrne, H. M., Maini, P. K., Watson, A. J. M., Pin, C. Cell proliferation within small intestinal crypts is the principal driving force for cell migration on villi.
Subject(s)
Cell Movement/physiology , Intestine, Small/cytology , Animals , Antimetabolites, Antineoplastic/pharmacology , Cell Movement/drug effects , Cell Proliferation , Cytarabine/pharmacology , Female , Male , Mice , Mice, Inbred C57BL , Mice, TransgenicABSTRACT
Na busca por um sorriso perfeito, laminados cerâmicos têm sido considerados alternativas interessantes, porém, em alguns casos, somente a estética dentária não é suficiente, e intervenções cirúrgicas periodontais podem ser indicadas para melhorar a harmonia do sorriso. No entanto, além do restabelecimento estético, a função é extremamente importante e, por isso, procedimentos protéticos reabilitadores podem ser necessários. Com base nisso, o objetivo do presente relato de caso foi descrever a técnica de execução da cirurgia plástica periodontal em dentes anteriores e a técnica da confecção de facetas laminadas e coroas totais em dissilicato de lítio para restabelecer a harmonia estética e funcional(AU)
In the search for a perfect smile, ceramic veneers are an interesting alternative. However, dental aesthetics is not enough in some cases and periodontal surgery may be indicated to improve the smile harmony. However, apart from aesthetics, function is extremely important and rehabilitation prosthetic procedures may be required. Based on this, the aim of this report was to describe a technique of periodontal plastic surgery for anterior teeth followed by the fabrication of lithium disilicate ceramic veneers and crowns to restore aesthetics and functional harmony(AU)
Subject(s)
Humans , Female , Ceramics , Dental Prosthesis , Esthetics, Dental , Periodontics , Surgery, Oral , Dental Veneers , LithiumABSTRACT
As resinas compostas são amplamente utilizadas na odontologia como primeiro material de escolha para restaurações diretas, principalmente devido à necessidade estética. Recentemente, está sendo utilizado uma nova categoria de materiais denominados resinas de preenchimento único. São resinas utilizadas como base e/ou para restauração total que podem ser aplicadas em camadas de até 4 mm de espessura, apresentando baixa tensão e baixa contração de polimerização. Com base nisso, o objetivo deste trabalho é relatar um caso clínico de restaurações de resina composta em dentes posteriores utilizando resina de preenchimento único, bulk fill(AU)
Composite resins are widely used in Dentistry as the material of choice for direct restorations, mainly due to aesthetic reasons. Recently, a novel class of materials, called bulk fill composites were introduced. They may be used as a base material or for full composite resin restorations with layers of up to 4 mm thickness, because of their low polymerization shrinkage and and stresses. The aim of this study is to present a case report on the use of bulk-fill composite resin in posterior teeth(AU)
Subject(s)
Humans , Female , Middle Aged , Composite Resins , Dental Restoration, Permanent , Resins, Synthetic , Dental Materials , PolymerizationABSTRACT
BACKGROUND: Inflammatory bowel disease (IBD) consists of two main disease-subtypes, Crohn's disease (CD) and ulcerative colitis (UC); these subtypes share overlapping genetic and clinical features. Genome-wide microarray data enable unbiased documentation of alterations in gene expression that may be disease-specific. As genetic diseases are believed to be caused by genetic alterations affecting the function of signalling pathways, module-centric optimisation algorithms, whose aim is to identify sub-networks that are dys-regulated in disease, are emerging as promising approaches. RESULTS: In order to account for the topological structure of molecular interaction networks, we developed an optimisation algorithm that integrates databases of known molecular interactions with gene expression data; such integration enables identification of differentially regulated network modules. We verified the performance of our algorithm by testing it on simulated networks; we then applied the same method to study experimental data derived from microarray analysis of CD and UC biopsies and human interactome databases. This analysis allowed the extraction of dys-regulated subnetworks under different experimental conditions (inflamed and uninflamed tissues in CD and UC). Optimisation was performed to highlight differentially expressed network modules that may be common or specific to the disease subtype. CONCLUSIONS: We show that the selected subnetworks include genes and pathways of known relevance for IBD; in particular, the solutions found highlight cross-talk among enriched pathways, mainly the JAK/STAT signalling pathway and the EGF receptor signalling pathway. In addition, integration of gene expression with molecular interaction data highlights nodes that, although not being differentially expressed, interact with differentially expressed nodes and are part of pathways that are relevant to IBD. The method proposed here may help identifying dys-regulated sub-networks that are common in different diseases and sub-networks whose dys-regulation is specific to a particular disease.
Subject(s)
Colitis, Ulcerative/diagnosis , Colitis, Ulcerative/genetics , Crohn Disease/diagnosis , Crohn Disease/genetics , Gene Regulatory Networks , Algorithms , Databases, Genetic , ErbB Receptors/genetics , ErbB Receptors/metabolism , Evolution, Molecular , Gene Expression Profiling , Genetic Association Studies , Humans , Janus Kinase 1/genetics , Janus Kinase 1/metabolism , MAP Kinase Signaling System , Models, Molecular , STAT Transcription Factors/genetics , STAT Transcription Factors/metabolism , Signal TransductionABSTRACT
Recent Genome-Wide Association Studies (GWAS) have revealed numerous Crohn's disease susceptibility genes and a key challenge now is in understanding how risk polymorphisms in associated genes might contribute to development of this disease. For a gene to contribute to disease phenotype, its risk variant will likely adversely communicate with a variety of other gene products to result in dysregulation of common signaling pathways. A vital challenge is to elucidate pathways of potentially greatest influence on pathological behaviour, in a manner recognizing how multiple relevant genes may yield integrative effect. In this work we apply mathematical analysis of networks involving the list of recently described Crohn's susceptibility genes, to prioritise pathways in relation to their potential development of this disease. Prioritisation was performed by applying a text mining and a diffusion based method (GRAIL, GPEC). Prospective biological significance of the resulting prioritised list of proteins is highlighted by changes in their gene expression levels in Crohn's patients intestinal tissue in comparison with healthy donors.
Subject(s)
Algorithms , Crohn Disease/genetics , Gene Regulatory Networks , Genetic Predisposition to Disease , Protein Interaction Mapping , Case-Control Studies , Data Mining/methods , Genome-Wide Association Study , Humans , Phenotype , Polymorphism, Single Nucleotide , Prospective StudiesABSTRACT
As multicellular organisms grow, positional information is continually needed to regulate the pattern in which cells are arranged. In the Arabidopsis root, most cell types are organized in a radially symmetric pattern; however, a symmetry-breaking event generates bisymmetric auxin and cytokinin signaling domains in the stele. Bidirectional cross-talk between the stele and the surrounding tissues involving a mobile transcription factor, SHORT ROOT (SHR), and mobile microRNA species also determines vascular pattern, but it is currently unclear how these signals integrate. We use a multicellular model to determine a minimal set of components necessary for maintaining a stable vascular pattern. Simulations perturbing the signaling network show that, in addition to the mutually inhibitory interaction between auxin and cytokinin, signaling through SHR, microRNA165/6, and PHABULOSA is required to maintain a stable bisymmetric pattern. We have verified this prediction by observing loss of bisymmetry in shr mutants. The model reveals the importance of several features of the network, namely the mutual degradation of microRNA165/6 and PHABULOSA and the existence of an additional negative regulator of cytokinin signaling. These components form a plausible mechanism capable of patterning vascular tissues in the absence of positional inputs provided by the transport of hormones from the shoot.
Subject(s)
Arabidopsis/physiology , MicroRNAs/metabolism , Models, Biological , Plant Growth Regulators/metabolism , Plant Roots/growth & development , Plant Vascular Bundle/growth & development , Signal Transduction/physiology , Arabidopsis/metabolism , Arabidopsis Proteins/metabolism , Homeodomain Proteins/metabolism , Microscopy, Confocal , Transcription Factors/metabolismABSTRACT
Objetivo: este estudo objetivou investigar se a análise da radiografia prévia pelo operador influencia no de-sempenho do localizador apical eletrônico MiniApex® no momento da mensuração do comprimento de traba-lho em dentes com fratura radicular apical. Materiais e método: vinte pré-molares inferiores unirradiculares foram randomicamente divididos em dois grupos: GA ? dentes com raiz íntegra e GB ? dentes com fratura horizontal simulada no terço apical. O comprimento de trabalho foi determinado de forma visual (CTvisu-al) reduzindo-se 1 mm do comprimento total do dente (GA) ou da linha da fratura (GB). Um único operador realizou as medidas eletrônicas do comprimento de trabalho (CTeletrônico), utilizando a marca de 0.5 no display do aparelho. Para ambos os grupos, as medidas eletrônicas foram realizadas em fases distintas: fase I ? sem análise da radiografia prévia e fase II ? com análise da radiografia prévia (medindo-se com régua milimetra-da o comprimento aparente de trabalho). O desempe-nho do localizador apical foi investigado por meio da comparação de cada medida do CTeletrônico com o CTvisual; utilizando-se, para análise dos dados, o teste t de Student. Resultados: para o GA, não houve diferença estatística em relação ao desempenho do localizador tanto para a fase I (p = 0,619) como para a fase II (p = 0,177). Para o GB houve diferença estatística para a fase I (p = 0,003), mas não para a fase II (p = 0,489). Conclu-são: a análise da radiografia prévia pelo operador, fator indispensável na prática clínica, melhorou o desempe-nho do localizador eletrônico apical MiniApex® durante a mensuração do comprimento de trabalho em dentes extraídos com fratura radicular apical simulada.