1
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Geertsma ER, Oliver D. SLC26 Anion Transporters. Handb Exp Pharmacol 2024; 283:319-360. [PMID: 37947907 DOI: 10.1007/164_2023_698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Solute carrier family 26 (SLC26) is a family of functionally diverse anion transporters found in all kingdoms of life. Anions transported by SLC26 proteins include chloride, bicarbonate, and sulfate, but also small organic dicarboxylates such as fumarate and oxalate. The human genome encodes ten functional homologs, several of which are causally associated with severe human diseases, highlighting their physiological importance. Here, we review novel insights into the structure and function of SLC26 proteins and summarize the physiological relevance of human members.
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Affiliation(s)
- Eric R Geertsma
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany.
| | - Dominik Oliver
- Department of Neurophysiology, Institute of Physiology and Pathophysiology, Philipps University Marburg, Marburg, Germany.
- Center for Mind, Brain and Behavior (CMBB), Universities of Marburg and Giessen, Marburg, Giessen, Germany.
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2
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Fukutani KF, Hampton TH, Bobak CA, MacKenzie TA, Stanton BA. APPLICATION OF QUANTILE DISCRETIZATION AND BAYESIAN NETWORK ANALYSIS TO PUBLICLY AVAILABLE CYSTIC FIBROSIS DATA SETS. PACIFIC SYMPOSIUM ON BIOCOMPUTING. PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024; 29:534-548. [PMID: 38160305 PMCID: PMC10783867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
The availability of multiple publicly-available datasets studying the same phenomenon has the promise of accelerating scientific discovery. Meta-analysis can address issues of reproducibility and often increase power. The promise of meta-analysis is especially germane to rarer diseases like cystic fibrosis (CF), which affects roughly 100,000 people worldwide. A recent search of the National Institute of Health's Gene Expression Omnibus revealed 1.3 million data sets related to cancer compared to about 2,000 related to CF. These studies are highly diverse, involving different tissues, animal models, treatments, and clinical covariates. In our search for gene expression studies of primary human airway epithelial cells, we identified three studies with compatible methodologies and sufficient metadata: GSE139078, Sala Study, and PRJEB9292. Even so, experimental designs were not identical, and we identified significant batch effects that would have complicated functional analysis. Here we present quantile discretization and Bayesian network construction using the Hill climb method as a powerful tool to overcome experimental differences and reveal biologically relevant responses to the CF genotype itself, exposure to virus, bacteria, and drugs used to treat CF. Functional patterns revealed by cluster Profiler included interferon signaling, interferon gamma signaling, interleukins 4 and 13 signaling, interleukin 6 signaling, interleukin 21 signaling, and inactivation of CSF3/G-CSF signaling pathways showing significant alterations. These pathways were consistently associated with higher gene expression in CF epithelial cells compared to non-CF cells, suggesting that targeting these pathways could improve clinical outcomes. The success of quantile discretization and Bayesian network analysis in the context of CF suggests that these approaches might be applicable to other contexts where exactly comparable data sets are hard to find.
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3
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Gärtner C, Fallmann J, Stadler PF, Kaiser T, Berkemer SJ. Toward a Systematic Assessment of Sex Differences in Cystic Fibrosis. J Pers Med 2023; 13:924. [PMID: 37373913 DOI: 10.3390/jpm13060924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 05/26/2023] [Accepted: 05/27/2023] [Indexed: 06/29/2023] Open
Abstract
(1) Background: Cystic fibrosis (CF) is a disease with well-documented clinical differences between female and male patients. However, this gender gap is very poorly studied at the molecular level. (2) Methods: Expression differences in whole blood transcriptomics between female and male CF patients are analyzed in order to determine the pathways related to sex-biased genes and assess their potential influence on sex-specific effects in CF patients. (3) Results: We identify sex-biased genes in female and male CF patients and provide explanations for some sex-specific differences at the molecular level. (4) Conclusion: Genes in key pathways associated with CF are differentially expressed between sexes, and thus may account for the gender gap in morbidity and mortality in CF.
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Affiliation(s)
- Christiane Gärtner
- Neuromorphic Information Processing, Institute of Computer Science, Leipzig University, Augustusplatz 10, D-04109 Leipzig, Germany
- Bioinformatics Group, Institute of Computer Science, Interdisciplinary Center of Bioinformatics, Leipzig University, Härtelstraße 16-18, D-04107 Leipzig, Germany
- Academic Department of Laboratory Medicine, Microbiology and Pathobiochemistry, Medical School and University Medical Center East Westphalia-Lippe, Hospital Lippe, Bielefeld University, Röntgenstraße 18, D-32756 Detmold, Germany
| | - Jörg Fallmann
- Bioinformatics Group, Institute of Computer Science, Interdisciplinary Center of Bioinformatics, Leipzig University, Härtelstraße 16-18, D-04107 Leipzig, Germany
| | - Peter F Stadler
- Bioinformatics Group, Institute of Computer Science, Interdisciplinary Center of Bioinformatics, Leipzig University, Härtelstraße 16-18, D-04107 Leipzig, Germany
| | - Thorsten Kaiser
- Academic Department of Laboratory Medicine, Microbiology and Pathobiochemistry, Medical School and University Medical Center East Westphalia-Lippe, Hospital Lippe, Bielefeld University, Röntgenstraße 18, D-32756 Detmold, Germany
| | - Sarah J Berkemer
- LIX CNRS UMR 7161, Ecole Polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France
- Earth-Life Science Institute, Tokyo Institute of Technology, 2-12-1-I7E-318 Ookayama, Tokyo 152-8550, Japan
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4
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Santos L, Nascimento R, Duarte A, Railean V, Amaral MD, Harrison PT, Gama-Carvalho M, Farinha CM. Mutation-class dependent signatures outweigh disease-associated processes in cystic fibrosis cells. Cell Biosci 2023; 13:26. [PMID: 36759923 PMCID: PMC9912517 DOI: 10.1186/s13578-023-00975-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 01/28/2023] [Indexed: 02/11/2023] Open
Abstract
BACKGROUND The phenotypic heterogeneity observed in Cystic Fibrosis (CF) patients suggests the involvement of other genes, besides CFTR. Here, we combined transcriptome and proteome analysis to understand the global gene expression patterns associated with five prototypical CFTR mutations. RESULTS Evaluation of differentially expressed genes and proteins unveiled common and mutation-specific changes revealing functional signatures that are much more associated with the specific molecular defects associated with each mutation than to the CFTR loss-of-function phenotype. The combination of both datasets revealed that mutation-specific detected translated-transcripts (Dtt) have a high level of consistency. CONCLUSIONS This is the first combined transcriptomic and proteomic study focusing on prototypical CFTR mutations. Analysis of Dtt provides novel insight into the pathophysiology of CF, and the mechanisms through which each mutation class causes disease and will likely contribute to the identification of new therapeutic targets and/or biomarkers for CF.
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Affiliation(s)
- Lúcia Santos
- grid.9983.b0000 0001 2181 4263BioISI – Instituto de Biossistemas e Ciências Integrativas, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisbon, Portugal ,grid.7872.a0000000123318773Department of Physiology, University College Cork, Cork, T12 K8AF Ireland
| | - Rui Nascimento
- grid.9983.b0000 0001 2181 4263BioISI – Instituto de Biossistemas e Ciências Integrativas, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisbon, Portugal
| | - Aires Duarte
- grid.9983.b0000 0001 2181 4263BioISI – Instituto de Biossistemas e Ciências Integrativas, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisbon, Portugal
| | - Violeta Railean
- grid.9983.b0000 0001 2181 4263BioISI – Instituto de Biossistemas e Ciências Integrativas, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisbon, Portugal
| | - Margarida D. Amaral
- grid.9983.b0000 0001 2181 4263BioISI – Instituto de Biossistemas e Ciências Integrativas, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisbon, Portugal
| | - Patrick T. Harrison
- grid.7872.a0000000123318773Department of Physiology, University College Cork, Cork, T12 K8AF Ireland
| | - Margarida Gama-Carvalho
- grid.9983.b0000 0001 2181 4263BioISI – Instituto de Biossistemas e Ciências Integrativas, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisbon, Portugal
| | - Carlos M. Farinha
- grid.9983.b0000 0001 2181 4263BioISI – Instituto de Biossistemas e Ciências Integrativas, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisbon, Portugal
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5
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Amaral MD. Using the genome to correct the ion transport defect in cystic fibrosis. J Physiol 2022; 601:1573-1582. [PMID: 36068724 DOI: 10.1113/jp282308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 08/31/2022] [Indexed: 11/08/2022] Open
Abstract
KEY POINTS Human genome information can help finding drugs for human diseases. 'Omics' allow unbiased identification of novel drug targets. High-throughput (HT) approaches provide a global view on disease mechanisms. As a monogenic disease CF has led the way in multiple 'Omic' studies. 'Multi-omics' integration will generate maximal biological significance. ABSTRACT Today Biomedicine faces one of its greatest challenges, i.e. treating diseases through their causative dysfunctional processes and not just their symptoms. However, we still miss a global view of mechanisms and pathways involved in pathophysiology of most diseases. In fact, disease mechanisms and pathways can be achieved by holistic studies provided by 'Omic' approaches. Cystic Fibrosis (CF), caused by mutations in the CF transmembrane conductance regulator (CFTR) gene which encodes an anion channel, is paradigmatic for monogenic disorders, namely channelopathies. A high number of 'omics studies' have focussed on CF, namely several cell-based high-throughput (HT) approaches were developed and applied towards a global mechanistic characterization of CF pathophysiology and the identification of novel and 'unbiased' drug targets. Notwithstanding, it is likely that, through the integration of all these 'layers' of large datasets into comprehensive disease maps that biological significance can be extracted so that the enormous potential of these approaches to identifying dysfunctional mechanisms and novel drugs may become a reality. Abstract figure legend Schematic overview of the 3 main approaches to discovery of new drugs/drug targets. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Margarida D Amaral
- BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Campo Grande-C8 bdg, Lisboa, 1749-016, Portugal
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6
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Wong SL, Awatade NT, Astore MA, Allan KM, Carnell MJ, Slapetova I, Chen PC, Setiadi J, Pandzic E, Fawcett LK, Widger JR, Whan RM, Griffith R, Ooi CY, Kuyucak S, Jaffe A, Waters SA. Molecular Dynamics and Theratyping in Airway and Gut Organoids Reveal R352Q-CFTR Conductance Defect. Am J Respir Cell Mol Biol 2022; 67:99-111. [PMID: 35471184 PMCID: PMC9273222 DOI: 10.1165/rcmb.2021-0337oc] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
A significant challenge to making targeted cystic fibrosis transmembrane conductance regulator (CFTR) modulator therapies accessible to all individuals with cystic fibrosis (CF) are many mutations in the CFTR gene that can cause CF, most of which remain uncharacterized. Here, we characterized the structural and functional defects of the rare CFTR mutation R352Q, with a potential role contributing to intrapore chloride ion permeation, in patient-derived cell models of the airway and gut. CFTR function in differentiated nasal epithelial cultures and matched intestinal organoids was assessed using an ion transport assay and forskolin-induced swelling assay, respectively. CFTR potentiators (VX-770, GLPG1837, and VX-445) and correctors (VX-809, VX-445, with or without VX-661) were tested. Data from R352Q-CFTR were compared with data of 20 participants with mutations with known impact on CFTR function. R352Q-CFTR has residual CFTR function that was restored to functional CFTR activity by CFTR potentiators but not the corrector. Molecular dynamics simulations of R352Q-CFTR were carried out, which indicated the presence of a chloride conductance defect, with little evidence supporting a gating defect. The combination approach of in vitro patient-derived cell models and in silico molecular dynamics simulations to characterize rare CFTR mutations can improve the specificity and sensitivity of modulator response predictions and aid in their translational use for CF precision medicine.
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Affiliation(s)
- Sharon L Wong
- University of New South Wales, 7800, School of Women's and Children's Health, Faculty of Medicine, Sydney, New South Wales, Australia.,University of New South Wales, 7800, Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), Sydney, New South Wales, Australia
| | - Nikhil T Awatade
- University of New South Wales, 7800, School of Women's and Children's Health, Faculty of Medicine, Sydney, New South Wales, Australia.,University of New South Wales, 7800, Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), Sydney, New South Wales, Australia
| | - Miro A Astore
- The University of Sydney, 4334, School of Physics, Sydney, New South Wales, Australia
| | - Katelin M Allan
- University of New South Wales, 7800, School of Women's and Children's Health, Faculty of Medicine, Sydney, New South Wales, Australia.,University of New South Wales, 7800, Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), Sydney, New South Wales, Australia
| | - Michael J Carnell
- University of New South Wales, 7800, Biomedical Imaging Facility, Mark Wainwright Analytical Centre, Sydney, New South Wales, Australia
| | - Iveta Slapetova
- University of New South Wales, 7800, Biomedical Imaging Facility, Mark Wainwright Analytical Centre, Sydney, New South Wales, Australia
| | - Po-Chia Chen
- The University of Sydney, 4334, School of Physics, Sydney, New South Wales, Australia
| | - Jeffry Setiadi
- The University of Sydney, 4334, School of Physics, Sydney, New South Wales, Australia
| | - Elvis Pandzic
- University of New South Wales, 7800, Biomedical Imaging Facility, Mark Wainwright Analytical Cen, Sydney, New South Wales, Australia
| | - Laura K Fawcett
- University of New South Wales, 7800, School of Women's and Children's Health, Faculty of Medicine, Sydney, New South Wales, Australia.,University of New South Wales, 7800, Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), Sydney, New South Wales, Australia.,Sydney Children's Hospital Randwick, 63623, Department of Respiratory Medicine, Randwick, New South Wales, Australia
| | - John R Widger
- University of New South Wales, 7800, School of Women's and Children's Health, Faculty of Medicine, Sydney, New South Wales, Australia.,University of New South Wales, 7800, Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), Sydney, New South Wales, Australia.,Sydney Children's Hospital Randwick, 63623, Department of Respiratory Medicine, Randwick, New South Wales, Australia
| | - Renee M Whan
- University of New South Wales, 7800, Biomedical Imaging Facility, Mark Wainwright Analytical Centre, Sydney, New South Wales, Australia
| | - Renate Griffith
- University of New South Wales, 7800, School of Chemistry, Sydney, New South Wales, Australia
| | - Chee Y Ooi
- Sydney Children's Hospital Randwick, Gastroenterology, Sydney, New South Wales, Australia
| | - Serdar Kuyucak
- The University of Sydney, 4334, School of Physics, Sydney, New South Wales, Australia
| | - Adam Jaffe
- Sydney Children`s Hospital, Respiratory Medicine, Sydney, New South Wales, Australia.,University of New South Wales, 7800, School of Women`s and Children`s Health, Sydney, New South Wales, Australia
| | - Shafagh A Waters
- Sydney Children's Hospital, Department of Respiratory Medicine, Sydney, New South Wales, Australia.,Univeristy of New South Wales, School of Women's and Children's Health, Sydney, New South Wales, Australia;
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7
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Noel S, Servel N, Hatton A, Golec A, Rodrat M, Ng DRS, Li H, Pranke I, Hinzpeter A, Edelman A, Sheppard DN, Sermet-Gaudelus I. Correlating genotype with phenotype using CFTR-mediated whole-cell Cl - currents in human nasal epithelial cells. J Physiol 2021; 600:1515-1531. [PMID: 34761808 DOI: 10.1113/jp282143] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 11/01/2021] [Indexed: 12/20/2022] Open
Abstract
Dysfunction of the epithelial anion channel cystic fibrosis transmembrane conductance regulator (CFTR) causes a wide spectrum of disease, including cystic fibrosis (CF) and CFTR-related diseases (CFTR-RDs). Here, we investigate genotype-phenotype-CFTR function relationships using human nasal epithelial (hNE) cells from a small cohort of non-CF subjects and individuals with CF and CFTR-RDs and genotypes associated with either residual or minimal CFTR function using electrophysiological techniques. Collected hNE cells were either studied directly with the whole-cell patch-clamp technique or grown as primary cultures at an air-liquid interface after conditional reprogramming. The properties of cAMP-activated whole-cell Cl- currents in freshly isolated hNE cells identified them as CFTR-mediated. Their magnitude varied between hNE cells from individuals within the same genotype and decreased in the rank order: non-CF > CFTR residual function > CFTR minimal function. CFTR-mediated whole-cell Cl- currents in hNE cells isolated from fully differentiated primary cultures were identical to those in freshly isolated hNE cells in both magnitude and behaviour, demonstrating that conditional reprogramming culture is without effect on CFTR expression and function. For the cohort of subjects studied, CFTR-mediated whole-cell Cl- currents in hNE cells correlated well with CFTR-mediated transepithelial Cl- currents measured in vitro with the Ussing chamber technique, but not with those determined in vivo with the nasal potential difference assay. Nevertheless, they did correlate with the sweat Cl- concentration of study subjects. Thus, this study highlights the complexity of genotype-phenotype-CFTR function relationships, but emphasises the value of conditionally reprogrammed hNE cells in CFTR research and therapeutic testing. KEY POINTS: The genetic disease cystic fibrosis is caused by pathogenic variants in the cystic fibrosis transmembrane conductance regulator (CFTR), an ion channel, which controls anion flow across epithelia lining ducts and tubes in the body. This study investigated CFTR function in nasal epithelial cells from people with cystic fibrosis and CFTR variants with a range of disease severity. CFTR function varied widely in nasal epithelial cells depending on the identity of CFTR variants, but was unaffected by conditional reprogramming culture, a cell culture technique used to grow large numbers of patient-derived cells. Assessment of CFTR function in vitro in nasal epithelial cells and epithelia, and in vivo in the nasal epithelium and sweat gland highlights the complexity of genotype-phenotype-CFTR function relationships.
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Affiliation(s)
- Sabrina Noel
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France
| | - Nathalie Servel
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France
| | - Aurélie Hatton
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France
| | - Anita Golec
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France
| | - Mayuree Rodrat
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK.,Center of Research and Development for Biomedical Instrumentation, Institute of Molecular Biosciences, Mahidol University, Nakhon Pathom, Thailand
| | - Demi R S Ng
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK
| | - Hongyu Li
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK
| | - Iwona Pranke
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France
| | - Alexandre Hinzpeter
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France
| | - Aleksander Edelman
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France
| | - David N Sheppard
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, UK
| | - Isabelle Sermet-Gaudelus
- INSERM U1151, Institut Necker-Enfants Malades, Paris, France.,Université de Paris, Paris, France.,Centre de Référence Maladies Rares, Mucoviscidose et Maladies Apparentées, Hôpital Necker-Enfants Malades, Paris, France.,European Reference Network on rare respiratory diseases, Frankfurt, Germany
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8
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Strub MD, Gao L, Tan K, McCray PB. Analysis of multiple gene co-expression networks to discover interactions favoring CFTR biogenesis and ΔF508-CFTR rescue. BMC Med Genomics 2021; 14:258. [PMID: 34717611 PMCID: PMC8557508 DOI: 10.1186/s12920-021-01106-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 10/20/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND We previously reported that expression of a miR-138 mimic or knockdown of SIN3A in primary cultures of cystic fibrosis (CF) airway epithelia increased ΔF508-CFTR mRNA and protein levels, and partially restored CFTR-dependent chloride transport. Global mRNA transcript profiling in ΔF508-CFBE cells treated with miR-138 mimic or SIN3A siRNA identified two genes, SYVN1 and NEDD8, whose inhibition significantly increased ΔF508-CFTR trafficking, maturation, and function. Little is known regarding the dynamic changes in the CFTR gene network during such rescue events. We hypothesized that analysis of condition-specific gene networks from transcriptomic data characterizing ΔF508-CFTR rescue could help identify dynamic gene modules associated with CFTR biogenesis. METHODS We applied a computational method, termed M-module, to analyze multiple gene networks, each of which exhibited differential activity compared to a baseline condition. In doing so, we identified both unique and shared gene pathways across multiple differential networks. To construct differential networks, gene expression data from CFBE cells were divided into three groups: (1) siRNA inhibition of NEDD8 and SYVN1; (2) miR-138 mimic and SIN3A siRNA; and (3) temperature (27 °C for 24 h, 40 °C for 24 h, and 27 °C for 24 h followed by 40 °C for 24 h). RESULTS Interrogation of individual networks (e.g., NEDD8/SYVN1 network), combinations of two networks (e.g., NEDD8/SYVN1 + temperature networks), and all three networks yielded sets of 1-modules, 2-modules, and 3-modules, respectively. Gene ontology analysis revealed significant enrichment of dynamic modules in pathways including translation, protein metabolic/catabolic processes, protein complex assembly, and endocytosis. Candidate CFTR effectors identified in the analysis included CHURC1, GZF1, and RPL15, and siRNA-mediated knockdown of these genes partially restored CFTR-dependent transepithelial chloride current to ΔF508-CFBE cells. CONCLUSIONS The ability of the M-module to identify dynamic modules involved in ΔF508 rescue provides a novel approach for studying CFTR biogenesis and identifying candidate suppressors of ΔF508.
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Affiliation(s)
- Matthew D Strub
- Department of Pediatrics, University of Iowa, 6320 PBDB, 169 Newton Road, Iowa City, IA, 52242, USA.,Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA, 52245, USA
| | - Long Gao
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Kai Tan
- Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA.,Department of Pediatrics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Paul B McCray
- Department of Pediatrics, University of Iowa, 6320 PBDB, 169 Newton Road, Iowa City, IA, 52242, USA. .,Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA, 52245, USA.
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9
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Huang EN, Quach H, Lee JA, Dierolf J, Moraes TJ, Wong AP. A Developmental Role of the Cystic Fibrosis Transmembrane Conductance Regulator in Cystic Fibrosis Lung Disease Pathogenesis. Front Cell Dev Biol 2021; 9:742891. [PMID: 34708042 PMCID: PMC8542926 DOI: 10.3389/fcell.2021.742891] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 09/21/2021] [Indexed: 12/23/2022] Open
Abstract
The cystic fibrosis (CF) transmembrane conductance regulator (CFTR) protein is a cAMP-activated anion channel that is critical for regulating fluid and ion transport across the epithelium. This process is disrupted in CF epithelia, and patients harbouring CF-causing mutations experience reduced lung function as a result, associated with the increased rate of mortality. Much progress has been made in CF research leading to treatments that improve CFTR function, including small molecule modulators. However, clinical outcomes are not necessarily mutation-specific as individuals harboring the same genetic mutation may present with varying disease manifestations and responses to therapy. This suggests that the CFTR protein may have alternative functions that remain under-appreciated and yet can impact disease. In this mini review, we highlight some notable research implicating an important role of CFTR protein during early lung development and how mutant CFTR proteins may impact CF airway disease pathogenesis. We also discuss recent novel cell and animal models that can now be used to identify a developmental cause of CF lung disease.
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Affiliation(s)
- Elena N Huang
- Program in Developmental and Stem Cell Biology, Hospital for Sick Children, Toronto, ON, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Henry Quach
- Program in Developmental and Stem Cell Biology, Hospital for Sick Children, Toronto, ON, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Jin-A Lee
- Program in Developmental and Stem Cell Biology, Hospital for Sick Children, Toronto, ON, Canada
| | - Joshua Dierolf
- Program in Developmental and Stem Cell Biology, Hospital for Sick Children, Toronto, ON, Canada
| | - Theo J Moraes
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada.,Program in Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Amy P Wong
- Program in Developmental and Stem Cell Biology, Hospital for Sick Children, Toronto, ON, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
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10
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Three-Dimensional Airway Spheroids and Organoids for Cystic Fibrosis Research. JOURNAL OF RESPIRATION 2021. [DOI: 10.3390/jor1040022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Cystic fibrosis (CF) is an autosomal recessive multi-organ disease caused by mutations in the CF Transmembrane Conductance Regulator (CFTR) gene, with morbidity and mortality primacy related to the lung disease. The CFTR protein, a chloride/bicarbonate channel, is expressed at the apical side of airway epithelial cells and is mainly involved in appropriate ion and fluid transport across the epithelium. Although many animal and cellular models have been developed to study the pathophysiological consequences of the lack/dysfunction of CFTR, only the three-dimensional (3D) structures termed “spheroids” and “organoids” can enable the reconstruction of airway mucosa to model organ development, disease pathophysiology, and drug screening. Airway spheroids and organoids can be derived from different sources, including adult lungs and induced pluripotent stem cells (iPSCs), each with its advantages and limits. Here, we review the major features of airway spheroids and organoids, anticipating that their potential in the CF field has not been fully shown. Further work is mandatory to understand whether they can accomplish better outcomes than other culture conditions of airway epithelial cells for CF personalized therapies and tissue engineering aims.
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11
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Bene Z, Fejes Z, Szanto TG, Fenyvesi F, Váradi J, Clarke LA, Panyi G, Macek M, Amaral MD, Balogh I, Nagy B. Enhanced Expression of Human Epididymis Protein 4 (HE4) Reflecting Pro-Inflammatory Status Is Regulated by CFTR in Cystic Fibrosis Bronchial Epithelial Cells. Front Pharmacol 2021; 12:592184. [PMID: 34054511 PMCID: PMC8160512 DOI: 10.3389/fphar.2021.592184] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 04/16/2021] [Indexed: 12/18/2022] Open
Abstract
Decreased human epididymis protein 4 (HE4) plasma levels were reported in cystic fibrosis (CF) patients under CFTR potentiator ivacaftor therapy, which inversely correlated with lung function improvement. In this study, we investigated whether HE4 expression was affected via modulation of CFTR function in CF bronchial epithelial (CFBE) cells in vitro. HE4 protein levels were measured in the supernatants of CFBE 41o− cells expressing F508del-CFTR or wild-type CFTR (wt-CFTR) after administration of lumacaftor/ivacaftor or tezacaftor/ivacaftor, while HE4 expression in CFBE 41o− cells were also analyzed following application of adenylate cyclase activators Forskolin/IBMX or CFTRinh172. The effect of all of these compounds on CFTR function was monitored by the whole-cell patch-clamp technique. Induced HE4 expression was studied with interleukin-6 (IL-6) in F508del-CFTR CFBE 41o− cells under TNF-α stimulation for 1 h up to 1 week in duration. In parallel, plasma HE4 was determined in CF subjects homozygous for p.Phe508del-CFTR mutation receiving lumacaftor/ivacaftor (Orkambi®) therapy. NF-κB-mediated signaling was observed via the nuclear translocation of p65 subunit by fluorescence microscopy together with the analysis of IL-6 expression by an immunoassay. In addition, HE4 expression was examined after NF-κB pathway inhibitor BAY 11-7082 treatment with or without CFTR modulators. CFTR modulators partially restored the activity of F508del-CFTR and reduced HE4 concentration was found in F508del-CFTR CFBE 41o− cells that was close to what we observed in CFBE 41o− cells with wt-CFTR. These data were in agreement with decreased plasma HE4 concentrations in CF patients treated with Orkambi®. Furthermore, CFTR inhibitor induced elevated HE4 levels, while CFTR activator Forskolin/IBMX downregulated HE4 in the cell cultures and these effects were more pronounced in the presence of CFTR modulators. Higher activation level of baseline and TNF-α stimulated NF-κB pathway was detected in F508del-CFTR vs. wt-CFTR CFBE 41o− cells that was substantially reduced by CFTR modulators based on lower p65 nuclear positivity and IL-6 levels. Finally, HE4 expression was upregulated by TNF-α with elevated IL-6, and both protein levels were suppressed by combined administration of NF-κB pathway inhibitor and CFTR modulators in CFBE 41o− cells. In conclusion, CFTR dysfunction contributes to abnormal HE4 expression via NF-κB in CF.
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Affiliation(s)
- Zsolt Bene
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.,Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.,Kálmán Laki Doctoral School of Biomedical and Clinical Sciences, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Zsolt Fejes
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.,Kálmán Laki Doctoral School of Biomedical and Clinical Sciences, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Tibor Gabor Szanto
- Department of Biophysics and Cell Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Ferenc Fenyvesi
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - Judit Váradi
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - Luka A Clarke
- Faculty of Sciences, BioISI-Biosystems and Integrative Sciences Institute, University of Lisboa, Lisboa, Portugal
| | - Gyorgy Panyi
- Department of Biophysics and Cell Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Milan Macek
- Department of Biology and Medical Genetics, Charles University-2nd Faculty of Medicine and Motol University Hospital, Prague, Czech
| | - Margarida D Amaral
- Faculty of Sciences, BioISI-Biosystems and Integrative Sciences Institute, University of Lisboa, Lisboa, Portugal
| | - István Balogh
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.,Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Béla Nagy
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.,Kálmán Laki Doctoral School of Biomedical and Clinical Sciences, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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12
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Sala MA, Alexander M, Khuder B, Politanska Y, Abdala-Valencia H, Budinger GRS, Liu J, Jain M, Reyfman PA. The proteostatic network chaperome is downregulated in F508del homozygote cystic fibrosis. J Cyst Fibros 2021; 20:356-363. [PMID: 33495079 DOI: 10.1016/j.jcf.2020.12.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 12/16/2020] [Accepted: 12/20/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND CF patients demonstrate clinical heterogeneity and much remains unknown about how to risk stratify individuals for disease progression. The most common cystic fibrosis mutation, F508del, is a protein folding mutation that has been shown in vitro to negatively affect proteostasis and CFTR transcription. Since CFTR is expressed in the nasal epithelium, we hypothesized that by using unbiased transcriptomics we could gain clinically relevant insights about differential gene expression and heterogeneity in CF patients as well as assess proteostatic dysfunction in the nasal epithelium. METHODS Using nasal curettage and RNA-seq we assessed differential gene expression in F508del homozygotes compared to healthy volunteers. Gene set enrichment analysis was performed using a list of known chaperones. Pilot and validation cohorts were studied. RESULTS PCA analysis and gene expression heatmaps exhibited greater heterogeneity among CF than healthy volunteers. Differentially expressed genes were enriched for the downregulation of ciliary/microtubular genes and the upregulation of inflammatory/immune response genes in F508del homozygotes compared to healthy volunteers. Gene set analysis identified negative enrichment for chaperone genes and decreased CFTR transcription in the F508del homozygotes. We also found preliminary evidence for the recently identified ionocyte in the nasal specimens. CONCLUSION CF patients homozygous for F508del demonstrate heterogeneous gene expression profiles, proteostatic dysregulation, and reduced CFTR transcription. Larger studies are needed to determine whether nasal epithelial gene transcription profiles can be leveraged for insights into disease heterogeneity.
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Affiliation(s)
- Marc A Sala
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Michael Alexander
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Basil Khuder
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Yuliya Politanska
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Hiam Abdala-Valencia
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - G R Scott Budinger
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Jing Liu
- Department of Surgery, College of Medicine, Cancer Center, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Manu Jain
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA.
| | - Paul A Reyfman
- Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
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13
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Hodos RA, Strub MD, Ramachandran S, Li L, McCray PB, Dudley JT. Integrative genomic meta-analysis reveals novel molecular insights into cystic fibrosis and ΔF508-CFTR rescue. Sci Rep 2020; 10:20553. [PMID: 33239626 PMCID: PMC7689470 DOI: 10.1038/s41598-020-76347-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 10/26/2020] [Indexed: 12/12/2022] Open
Abstract
Cystic fibrosis (CF), caused by mutations to CFTR, leads to severe and progressive lung disease. The most common mutant, ΔF508-CFTR, undergoes proteasomal degradation, extinguishing its anion channel function. Numerous in vitro interventions have been identified to partially rescue ΔF508-CFTR function yet remain poorly understood. Improved understanding of both the altered state of CF cells and the mechanisms of existing rescue strategies could reveal novel therapeutic strategies. Toward this aim, we measured transcriptional profiles of established temperature, genetic, and chemical interventions that rescue ΔF508-CFTR and also re-analyzed public datasets characterizing transcription in human CF vs. non-CF samples from airway and whole blood. Meta-analysis yielded a core disease signature and two core rescue signatures. To interpret these through the lens of prior knowledge, we compiled a "CFTR Gene Set Library" from literature. The core disease signature revealed remarkably strong connections to genes with established effects on CFTR trafficking and function and suggested novel roles of EGR1 and SGK1 in the disease state. Our data also revealed an unexpected mechanistic link between several genetic rescue interventions and the unfolded protein response. Finally, we found that C18, an analog of the CFTR corrector compound Lumacaftor, induces almost no transcriptional perturbation despite its rescue activity.
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Affiliation(s)
- Rachel A Hodos
- Mount Sinai School of Medicine, Institute for Next Generation Healthcare, New York, NY, USA
- Courant Institute for Mathematical Sciences, New York University, New York, NY, USA
- BenevolentAI, Brooklyn, NY, USA
| | - Matthew D Strub
- Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA, USA
| | - Shyam Ramachandran
- Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Editas Medicine, Cambridge, MA, USA
| | - Li Li
- Mount Sinai School of Medicine, Institute for Next Generation Healthcare, New York, NY, USA
- Sema4, Stamford, CT, USA
| | - Paul B McCray
- Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City, IA, USA.
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA, USA.
| | - Joel T Dudley
- Mount Sinai School of Medicine, Institute for Next Generation Healthcare, New York, NY, USA.
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14
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Amaral MD. How to determine the mechanism of action of CFTR modulator compounds: A gateway to theranostics. Eur J Med Chem 2020; 210:112989. [PMID: 33190956 DOI: 10.1016/j.ejmech.2020.112989] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 11/02/2020] [Accepted: 11/02/2020] [Indexed: 12/12/2022]
Abstract
The greatest challenge of 21st century biology is to fully understand mechanisms of disease to drive new approaches and medical innovation. Parallel to this is the huge biomedical endeavour of treating people through personalized medicine. Until now all CFTR modulator drugs that have entered clinical trials have been genotype-dependent. An emerging alternative is personalized/precision medicine in CF, i.e., to determine whether rare CFTR mutations respond to existing (or novel) CFTR modulator drugs by pre-assessing them directly on patient's tissues ex vivo, an approach also now termed theranostics. To administer the right drug to the right person it is essential to understand how drugs work, i.e., to know their mechanism of action (MoA), so as to predict their applicability, not just in certain mutations but also possibly in other diseases that share the same defect/defective pathway. Moreover, an understanding the MoA of a drug before it is tested in clinical trials is the logical path to drug discovery and can increase its chance for success and hence also approval. In conclusion, the most powerful approach to determine the MoA of a compound is to understand the underlying biology. Novel large datasets of intervenients in most biological processes, namely those emerging from the post-genomic era tools, are available and should be used to help in this task.
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Affiliation(s)
- Margarida D Amaral
- BioISI - Biosystems & Integrative Sciences Institute, Lisboa, Faculty of Sciences, University of Lisboa, Portugal.
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15
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Quaresma MC, Pankonien I, Clarke LA, Sousa LS, Silva IAL, Railean V, Doušová T, Fuxe J, Amaral MD. Mutant CFTR Drives TWIST1 mediated epithelial-mesenchymal transition. Cell Death Dis 2020; 11:920. [PMID: 33106471 PMCID: PMC7588414 DOI: 10.1038/s41419-020-03119-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 10/07/2020] [Accepted: 10/08/2020] [Indexed: 12/12/2022]
Abstract
Cystic fibrosis (CF) is a monogenetic disease resulting from mutations in the Cystic Fibrosis Transmembrane conductance Regulator (CFTR) gene encoding an anion channel. Recent evidence indicates that CFTR plays a role in other cellular processes, namely in development, cellular differentiation and wound healing. Accordingly, CFTR has been proposed to function as a tumour suppressor in a wide range of cancers. Along these lines, CF was recently suggested to be associated with epithelial–mesenchymal transition (EMT), a latent developmental process, which can be re-activated in fibrosis and cancer. However, it is unknown whether EMT is indeed active in CF and if EMT is triggered by dysfunctional CFTR itself or a consequence of secondary complications of CF. In this study, we investigated the occurrence of EMT in airways native tissue, primary cells and cell lines expressing mutant CFTR through the expression of epithelial and mesenchymal markers as well as EMT-associated transcription factors. Transepithelial electrical resistance, proliferation and regeneration rates, and cell resistance to TGF-β1induced EMT were also measured. CF tissues/cells expressing mutant CFTR displayed several signs of active EMT, namely: destructured epithelial proteins, defective cell junctions, increased levels of mesenchymal markers and EMT-associated transcription factors, hyper-proliferation and impaired wound healing. Importantly, we found evidence that the mutant CFTR triggered EMT was mediated by EMT-associated transcription factor TWIST1. Further, our data show that CF cells are over-sensitive to EMT but the CF EMT phenotype can be reversed by CFTR modulator drugs. Altogether, these results identify for the first time that EMT is intrinsically triggered by the absence of functional CFTR through a TWIST1 dependent mechanism and indicate that CFTR plays a direct role in EMT protection. This mechanistic link is a plausible explanation for the high incidence of fibrosis and cancer in CF, as well as for the role of CFTR as tumour suppressor protein.
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Affiliation(s)
- Margarida C Quaresma
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, C8 bdg, 1749-016, Campo Grande, Lisboa, Portugal
| | - Ines Pankonien
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, C8 bdg, 1749-016, Campo Grande, Lisboa, Portugal
| | - Luka A Clarke
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, C8 bdg, 1749-016, Campo Grande, Lisboa, Portugal
| | - Luís S Sousa
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, C8 bdg, 1749-016, Campo Grande, Lisboa, Portugal
| | - Iris A L Silva
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, C8 bdg, 1749-016, Campo Grande, Lisboa, Portugal
| | - Violeta Railean
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, C8 bdg, 1749-016, Campo Grande, Lisboa, Portugal
| | - Tereza Doušová
- Department of Paediatrics, 2nd Faculty of Medicine, Charles University and University Hospital Motol, V Uvalu 84, 15006, Prague, Czech Republic
| | - Jonas Fuxe
- Division of Pathology, Department of Laboratory Medicine (LABMED), Karolinska Institutet and Karolinska University hospital, Huddinge, Stockholm, Sweden
| | - Margarida D Amaral
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, C8 bdg, 1749-016, Campo Grande, Lisboa, Portugal.
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16
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Gauthier S, Pranke I, Jung V, Martignetti L, Stoven V, Nguyen-Khoa T, Semeraro M, Hinzpeter A, Edelman A, Guerrera IC, Sermet-Gaudelus I. Urinary Exosomes of Patients with Cystic Fibrosis Unravel CFTR-Related Renal Disease. Int J Mol Sci 2020; 21:ijms21186625. [PMID: 32927759 PMCID: PMC7554933 DOI: 10.3390/ijms21186625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 09/05/2020] [Accepted: 09/06/2020] [Indexed: 01/12/2023] Open
Abstract
Background: The prevalence of chronic kidney disease is increased in patients with cystic fibrosis (CF). The study of urinary exosomal proteins might provide insight into the pathophysiology of CF kidney disease. Methods: Urine samples were collected from 19 CF patients (among those 7 were treated by cystic fibrosis transmembrane conductance regulator (CFTR) modulators), and 8 healthy subjects. Urine exosomal protein content was determined by high resolution mass spectrometry. Results: A heatmap of the differentially expressed proteins in urinary exosomes showed a clear separation between control and CF patients. Seventeen proteins were upregulated in CF patients (including epidermal growth factor receptor (EGFR); proteasome subunit beta type-6, transglutaminases, caspase 14) and 118 were downregulated (including glutathione S-transferases, superoxide dismutase, klotho, endosomal sorting complex required for transport, and matrisome proteins). Gene set enrichment analysis revealed 20 gene sets upregulated and 74 downregulated. Treatment with CFTR modulators yielded no significant modification of the proteomic content. These results highlight that CF kidney cells adapt to the CFTR defect by upregulating proteasome activity and that autophagy and endosomal targeting are impaired. Increased expression of EGFR and decreased expression of klotho and matrisome might play a central role in this CF kidney signature by inducing oxidation, inflammation, accelerated senescence, and abnormal tissue repair. Conclusions: Our study unravels novel insights into consequences of CFTR dysfunction in the urinary tract, some of which may have clinical and therapeutic implications.
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Affiliation(s)
- Sebastien Gauthier
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
| | - Iwona Pranke
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
| | - Vincent Jung
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
- Proteomics Platform Necker, Structure Fédérative de Recherche Necker, 75015 Paris, France
- INSERM US24/CNRS UMS3633, 75015 Paris, France
- Faculté de Médecine, Paris Descartes, Université de Paris, 75015 Paris, France
| | - Loredana Martignetti
- Bioinformatics, Biostatistics, Epidemiology and Computational Systems, Institut Curie, 75005 Paris, France; (L.M.); (V.S.)
- INSERM U900, 75005 Paris, France
- CBIO Mines-ParisTech, 75005 Paris, France
| | - Véronique Stoven
- Bioinformatics, Biostatistics, Epidemiology and Computational Systems, Institut Curie, 75005 Paris, France; (L.M.); (V.S.)
- INSERM U900, 75005 Paris, France
- CBIO Mines-ParisTech, 75005 Paris, France
| | - Thao Nguyen-Khoa
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
- Laboratoire de Biochimie Générale, Hôpital Necker Enfants Malades, AP-HP Centre Université de Paris, 75015 Paris, France
- Centre de Référence Maladies Rares, Mucoviscidose et maladies de CFTR, Hôpital Necker Enfants Malades, AP-HP Centre Université de Paris, 75015 Paris, France;
| | - Michaela Semeraro
- Centre de Référence Maladies Rares, Mucoviscidose et maladies de CFTR, Hôpital Necker Enfants Malades, AP-HP Centre Université de Paris, 75015 Paris, France;
- Centre d’Investigation Clinique, Hôpital Necker Enfants Malades, AP-HP Centre Université de Paris, 75015 Paris, France
| | - Alexandre Hinzpeter
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
| | - Aleksander Edelman
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
| | - Ida Chiara Guerrera
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
- Proteomics Platform Necker, Structure Fédérative de Recherche Necker, 75015 Paris, France
- INSERM US24/CNRS UMS3633, 75015 Paris, France
- Faculté de Médecine, Paris Descartes, Université de Paris, 75015 Paris, France
| | - Isabelle Sermet-Gaudelus
- Institut Necker Enfants Malades, INSERM U1151, 75015 Paris, France; (S.G.); (I.P.); (V.J.); (T.N.-K.); (A.H.); (A.E.); (I.C.G.)
- Laboratoire de Biochimie Générale, Hôpital Necker Enfants Malades, AP-HP Centre Université de Paris, 75015 Paris, France
- Centre de Référence Maladies Rares, Mucoviscidose et maladies de CFTR, Hôpital Necker Enfants Malades, AP-HP Centre Université de Paris, 75015 Paris, France;
- Pneumo-Allergologie Pédiatrique, Hôpital Necker Enfants Malades, AP-HP Centre Université de Paris, 75015 Paris, France
- European Respiratory Network, ERN Lung, 75015 Paris, France
- Correspondence: ; Tel.: +33-1-44-49-48-87
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Sousa L, Pankonien I, Clarke LA, Silva I, Kunzelmann K, Amaral MD. KLF4 Acts as a wt-CFTR Suppressor through an AKT-Mediated Pathway. Cells 2020; 9:cells9071607. [PMID: 32630830 PMCID: PMC7408019 DOI: 10.3390/cells9071607] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 06/24/2020] [Accepted: 06/30/2020] [Indexed: 02/06/2023] Open
Abstract
Cystic Fibrosis (CF) is caused by >2000 mutations in the CF transmembrane conductance regulator (CFTR) gene, but one mutation-F508del-occurs in ~80% of patients worldwide. Besides its main function as an anion channel, the CFTR protein has been implicated in epithelial differentiation, tissue regeneration, and, when dysfunctional, cancer. However, the mechanisms that regulate such relationships are not fully elucidated. Krüppel-like factors (KLFs) are a family of transcription factors (TFs) playing central roles in development, stem cell differentiation, and proliferation. Herein, we hypothesized that these TFs might have an impact on CFTR expression and function, being its missing link to differentiation. Our results indicate that KLF4 (but not KLF2 nor KLF5) is upregulated in CF vs. non-CF cells and that it negatively regulates wt-CFTR expression and function. Of note, F508del-CFTR expressing cells are insensitive to KLF4 modulation. Next, we investigated which KLF4-related pathways have an effect on CFTR. Our data also show that KLF4 modulates wt-CFTR (but not F508del-CFTR) via both the serine/threonine kinase AKT1 (AKT) and glycogen synthase kinase 3 beta (GSK3β) signaling. While AKT acts positively, GSK3β is a negative regulator of CFTR. This crosstalk between wt-CFTR and KLF4 via AKT/ GSK3β signaling, which is disrupted in CF, constitutes a novel mechanism linking CFTR to the epithelial differentiation.
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Affiliation(s)
- Luis Sousa
- BioISI – Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal; (L.S.); (I.P.); (L.A.C.); (I.S.)
| | - Ines Pankonien
- BioISI – Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal; (L.S.); (I.P.); (L.A.C.); (I.S.)
| | - Luka A Clarke
- BioISI – Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal; (L.S.); (I.P.); (L.A.C.); (I.S.)
| | - Iris Silva
- BioISI – Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal; (L.S.); (I.P.); (L.A.C.); (I.S.)
| | - Karl Kunzelmann
- Department of Physiology, University of Regensburg, 93053 Regensburg, Germany;
| | - Margarida D Amaral
- BioISI – Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal; (L.S.); (I.P.); (L.A.C.); (I.S.)
- Correspondence: ; Tel.: +351-21-750-08-61; Fax: +351-21-750-00-88
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18
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Bene Z, Fejes Z, Macek M, Amaral MD, Balogh I, Nagy B. Laboratory biomarkers for lung disease severity and progression in cystic fibrosis. Clin Chim Acta 2020; 508:277-286. [PMID: 32428503 DOI: 10.1016/j.cca.2020.05.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 04/20/2020] [Accepted: 05/07/2020] [Indexed: 12/22/2022]
Abstract
Although the clinical outcomes of cystic fibrosis (CF) have been markedly improved through the recent implementation of novel CF transmembrane conductance regulator (CFTR) modulator drugs, robust and reliable biomarkers are still demanded for the early detection of CF lung disease progression, monitoring treatment efficacy and predicting life-threatening clinical complications. Thus, there is an unmet need to identify and validate novel, ideally blood based biomarkers with strong correlations to the severity of CF lung disease, which represents a major contribution to overall CF morbidity and mortality. In this review, we aim to summarize the utility of thus far studied blood-, sputum- and bronchoalveolar lavage (BAL)-based biomarkers to evaluate inflammatory conditions in the lung and to follow treatment efficacy in CF. Measurements of sweat chloride concentrations and the spirometric parameter FEV1 are currently utilized to monitor CFTR function and the effect of various CF therapies. Nonetheless, both have inherent pitfalls and limitations, thus routinely analyzed biomarkers in blood, sputum or BAL samples are required as surrogates for lung disorders. Recent discovery of new protein (e.g. HE4) and RNA-based biomarkers, such as microRNAs may offer a higher efficacy, which in aggregate may be valuable to evaluate disease prognosis and to substantiate CF drug efficacy.
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Affiliation(s)
- Zsolt Bene
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Zsolt Fejes
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Milan Macek
- Department of Biology and Medical Genetics, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Margarida D Amaral
- University of Lisboa, Faculty of Sciences, BioISI-Biosystems & Integrative Sciences Institute, Lisboa, Portugal
| | - István Balogh
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Béla Nagy
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
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Strub MD, McCray, Jr. PB. Transcriptomic and Proteostasis Networks of CFTR and the Development of Small Molecule Modulators for the Treatment of Cystic Fibrosis Lung Disease. Genes (Basel) 2020; 11:genes11050546. [PMID: 32414011 PMCID: PMC7288469 DOI: 10.3390/genes11050546] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 05/07/2020] [Accepted: 05/08/2020] [Indexed: 12/18/2022] Open
Abstract
Cystic fibrosis (CF) is a lethal autosomal recessive disease caused by mutations in the CF transmembrane conductance regulator (CFTR) gene. The diversity of mutations and the multiple ways by which the protein is affected present challenges for therapeutic development. The observation that the Phe508del-CFTR mutant protein is temperature sensitive provided proof of principle that mutant CFTR could escape proteosomal degradation and retain partial function. Several specific protein interactors and quality control checkpoints encountered by CFTR during its proteostasis have been investigated for therapeutic purposes, but remain incompletely understood. Furthermore, pharmacological manipulation of many CFTR interactors has not been thoroughly investigated for the rescue of Phe508del-CFTR. However, high-throughput screening technologies helped identify several small molecule modulators that rescue CFTR from proteosomal degradation and restore partial function to the protein. Here, we discuss the current state of CFTR transcriptomic and biogenesis research and small molecule therapy development. We also review recent progress in CFTR proteostasis modulators and discuss how such treatments could complement current FDA-approved small molecules.
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Affiliation(s)
- Matthew D. Strub
- Interdisciplinary Graduate Program in Genetics, The University of Iowa, Iowa City, IA 52242, USA;
- Stead Family Department of Pediatrics, The University of Iowa, Iowa City, IA 52242, USA
| | - Paul B. McCray, Jr.
- Interdisciplinary Graduate Program in Genetics, The University of Iowa, Iowa City, IA 52242, USA;
- Stead Family Department of Pediatrics, The University of Iowa, Iowa City, IA 52242, USA
- Correspondence: ; Tel.: +1-(319)-335-6844
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20
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What Role Does CFTR Play in Development, Differentiation, Regeneration and Cancer? Int J Mol Sci 2020; 21:ijms21093133. [PMID: 32365523 PMCID: PMC7246864 DOI: 10.3390/ijms21093133] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 04/21/2020] [Accepted: 04/27/2020] [Indexed: 02/08/2023] Open
Abstract
One of the key features associated with the substantial increase in life expectancy for individuals with CF is an elevated predisposition to cancer, firmly established by recent studies involving large cohorts. With the recent advances in cystic fibrosis transmembrane conductance regulator (CFTR) modulator therapies and the increased long-term survival rate of individuals with cystic fibrosis (CF), this is a novel challenge emerging at the forefront of this disease. However, the mechanisms linking dysfunctional CFTR to carcinogenesis have yet to be unravelled. Clues to this challenging open question emerge from key findings in an increasing number of studies showing that CFTR plays a role in fundamental cellular processes such as foetal development, epithelial differentiation/polarization, and regeneration, as well as in epithelial–mesenchymal transition (EMT). Here, we provide state-of-the-art descriptions on the moonlight roles of CFTR in these processes, highlighting how they can contribute to novel therapeutic strategies. However, such roles are still largely unknown, so we need rapid progress in the elucidation of the underlying mechanisms to find the answers and thus tailor the most appropriate therapeutic approaches.
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21
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Pineau F, Caimmi D, Magalhães M, Fremy E, Mohamed A, Mely L, Leroy S, Murris M, Claustres M, Chiron R, De Sario A. Blood co-expression modules identify potential modifier genes of diabetes and lung function in cystic fibrosis. PLoS One 2020; 15:e0231285. [PMID: 32302349 PMCID: PMC7164665 DOI: 10.1371/journal.pone.0231285] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 03/19/2020] [Indexed: 01/11/2023] Open
Abstract
Cystic fibrosis (CF) is a rare genetic disease that affects the respiratory and digestive systems. Lung disease is variable among CF patients and associated with the development of comorbidities and chronic infections. The rate of lung function deterioration depends not only on the type of mutations in CFTR, the disease-causing gene, but also on modifier genes. In the present study, we aimed to identify genes and pathways that (i) contribute to the pathogenesis of cystic fibrosis and (ii) modulate the associated comorbidities. We profiled blood samples in CF patients and healthy controls and analyzed RNA-seq data with Weighted Gene Correlation Network Analysis (WGCNA). Interestingly, lung function, body mass index, the presence of diabetes, and chronic P. aeruginosa infections correlated with four modules of co-expressed genes. Detailed inspection of networks and hub genes pointed to cell adhesion, leukocyte trafficking and production of reactive oxygen species as central mechanisms in lung function decline and cystic fibrosis-related diabetes. Of note, we showed that blood is an informative surrogate tissue to study the contribution of inflammation to lung disease and diabetes in CF patients. Finally, we provided evidence that WGCNA is useful to analyze–omic datasets in rare genetic diseases as patient cohorts are inevitably small.
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Affiliation(s)
- Fanny Pineau
- EA7402, Laboratoire de Génétique de Maladies Rares (LGMR), University of Montpellier, Montpellier, France
| | - Davide Caimmi
- CRCM, Arnaud de Villeneuve Hospital, Montpellier, France
| | - Milena Magalhães
- EA7402, Laboratoire de Génétique de Maladies Rares (LGMR), University of Montpellier, Montpellier, France
| | - Enora Fremy
- EA7402, Laboratoire de Génétique de Maladies Rares (LGMR), University of Montpellier, Montpellier, France
| | - Abdillah Mohamed
- EA7402, Laboratoire de Génétique de Maladies Rares (LGMR), University of Montpellier, Montpellier, France
| | | | | | | | - Mireille Claustres
- EA7402, Laboratoire de Génétique de Maladies Rares (LGMR), University of Montpellier, Montpellier, France
- CHU Montpellier, Laboratoire de Génétique Moléculaire, Montpellier, France
| | - Raphael Chiron
- CRCM, Arnaud de Villeneuve Hospital, Montpellier, France
| | - Albertina De Sario
- EA7402, Laboratoire de Génétique de Maladies Rares (LGMR), University of Montpellier, Montpellier, France
- * E-mail:
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22
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Kicic A, de Jong E, Ling KM, Nichol K, Anderson D, Wark PAB, Knight DA, Bosco A, Stick SM. Assessing the unified airway hypothesis in children via transcriptional profiling of the airway epithelium. J Allergy Clin Immunol 2020; 145:1562-1573. [PMID: 32113981 DOI: 10.1016/j.jaci.2020.02.018] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 02/13/2020] [Accepted: 02/19/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Emerging evidence suggests that disease vulnerability is expressed throughout the airways, the so-called unified airway hypothesis, but the evidence to support this is predominantly indirect. OBJECTIVES We sought to establish the transcriptomic profiles of the upper and lower airways and determine their level of similarity irrespective of airway symptoms (wheeze) and allergy. METHODS We performed RNA sequencing on upper and lower airway epithelial cells from 63 children with or without wheeze and accompanying atopy, using differential gene expression and gene coexpression analyses to determine transcriptional similarity. RESULTS We observed approximately 91% homology in the expressed genes between the 2 sites. When coexpressed genes were grouped into modules relating to biological functions, all were found to be conserved between the 2 regions, resulting in a consensus network containing 16 modules associated with ribosomal function, metabolism, gene expression, mitochondrial activity, and antiviral responses through IFN activity. Although symptom-associated gene expression changes were more prominent in the lower airway, they were reflected in nasal epithelium and included IL-1 receptor like 1, prostaglandin-endoperoxide synthase 1, CCL26, and periostin. Through network analysis we identified a cluster of coexpressed genes associated with atopic wheeze in the lower airway, which could equally distinguish atopic and nonatopic phenotypes in upper airway samples. CONCLUSIONS We show that the upper and lower airways are significantly conserved in their transcriptional composition, and that variations associated with disease are present in both nasal and tracheal epithelium. Findings from this study supporting a unified airway imply that clinical insight regarding the lower airway in health and disease can be gained from studying the nasal epithelium.
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Affiliation(s)
- Anthony Kicic
- Telethon Kids Institute, Centre for Health Research, The University of Western Australia, Nedlands, Australia; Occupation and Environment, School of Public Health, Curtin University, Perth, Australia; School of Biomedical Sciences, The University of Western Australia, Nedlands, Australia; Department of Respiratory Medicine, Princess Margaret Hospital for Children, Perth, Australia; Centre for Cell Therapy and Regenerative Medicine, School of Medicine and Pharmacology, The University of Western Australia and Harry Perkins Institute of Medical Research, Nedlands, Australia.
| | - Emma de Jong
- Telethon Kids Institute, Centre for Health Research, The University of Western Australia, Nedlands, Australia
| | - Kak-Ming Ling
- School of Biomedical Sciences, The University of Western Australia, Nedlands, Australia
| | - Kristy Nichol
- School of Medicine and Public Health, University of Newcastle, Callaghan, Australia; Priority Research Centre for Healthy Lungs, Hunter Medical Research Institute, Newcastle, Australia
| | - Denise Anderson
- Telethon Kids Institute, Centre for Health Research, The University of Western Australia, Nedlands, Australia
| | - Peter A B Wark
- School of Medicine and Public Health, University of Newcastle, Callaghan, Australia; Priority Research Centre for Healthy Lungs, Hunter Medical Research Institute, Newcastle, Australia
| | - Darryl A Knight
- School of Medicine and Public Health, University of Newcastle, Callaghan, Australia; Priority Research Centre for Healthy Lungs, Hunter Medical Research Institute, Newcastle, Australia; Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, Canada
| | - Anthony Bosco
- Telethon Kids Institute, Centre for Health Research, The University of Western Australia, Nedlands, Australia
| | - Stephen M Stick
- Telethon Kids Institute, Centre for Health Research, The University of Western Australia, Nedlands, Australia; School of Biomedical Sciences, The University of Western Australia, Nedlands, Australia; Department of Respiratory Medicine, Princess Margaret Hospital for Children, Perth, Australia; Centre for Cell Therapy and Regenerative Medicine, School of Medicine and Pharmacology, The University of Western Australia and Harry Perkins Institute of Medical Research, Nedlands, Australia
| | -
- Telethon Kids Institute, Centre for Health Research, The University of Western Australia, Nedlands, Australia
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- Telethon Kids Institute, Centre for Health Research, The University of Western Australia, Nedlands, Australia; Robinson Research Institute, University of Adelaide, Adelaide, Australia; Hunter Medical Research Institute, Priority Research Centre for Asthma and Respiratory Disease, New Lambton Heights, Australia
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Zhu JS, Lu JY, Tan JA, Rivera AA, Phuan PW, Shatskikh ME, Son JH, Haggie PM, Verkman AS, Kurth MJ. Synthesis and evaluation of tetrahydropyrazolopyridine inhibitors of anion exchange protein SLC26A4 (pendrin). Bioorg Med Chem Lett 2019; 29:2119-2123. [PMID: 31281021 DOI: 10.1016/j.bmcl.2019.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/29/2019] [Accepted: 07/01/2019] [Indexed: 01/03/2023]
Abstract
Pendrin is a transmembrane chloride/anion antiporter that is strongly upregulated in the airways in rhinoviral infection, asthma, cystic fibrosis and chronic rhinosinusitis. Based on its role in the regulation of airway surface liquid depth, pendrin inhibitors have potential indications for treatment of inflammatory airways diseases. Here, a completely regioselective route to tetrahydro-pyrazolopyridine pendrin inhibitors based on 1,3-diketone and substituted hydrazine condensation was been developed. Structure-activity relationships at the tetrahydropyridyl nitrogen were investigated using a focused library, establishing the privileged nature of N-phenyl ureas and improving inhibitor potency by greater than 2-fold.
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Affiliation(s)
- Jie S Zhu
- Department of Chemistry, University of California, Davis, CA 95616, United States
| | - Julia Y Lu
- Department of Chemistry, University of California, Davis, CA 95616, United States
| | - Joseph-Anthony Tan
- Departments of Medicine & Physiology, University of California, San Francisco, CA 94143, United States
| | - Amber A Rivera
- Departments of Medicine & Physiology, University of California, San Francisco, CA 94143, United States
| | - Puay-Wah Phuan
- Departments of Medicine & Physiology, University of California, San Francisco, CA 94143, United States
| | - Marina E Shatskikh
- Department of Chemistry, University of California, Davis, CA 95616, United States
| | - Jung-Ho Son
- Department of Chemistry, University of California, Davis, CA 95616, United States
| | - Peter M Haggie
- Departments of Medicine & Physiology, University of California, San Francisco, CA 94143, United States
| | - Alan S Verkman
- Departments of Medicine & Physiology, University of California, San Francisco, CA 94143, United States
| | - Mark J Kurth
- Department of Chemistry, University of California, Davis, CA 95616, United States.
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24
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Abstract
RATIONALE Cystic fibrosis, like primary ciliary dyskinesia, is an autosomal recessive disorder characterized by abnormal mucociliary clearance and obstructive lung disease. We hypothesized that genes underlying the development or function of cilia may modify lung disease severity in persons with cystic fibrosis. OBJECTIVES To test this hypothesis, we compared variants in 93 candidate genes in both upper and lower tertiles of lung function in a large cohort of children and adults with cystic fibrosis with those of a population control dataset. METHODS Variants within candidate genes were tested for association using the SKAT-O test, comparing cystic fibrosis cases defined by poor (n = 127) or preserved (n = 127) lung function with population controls (n = 3,269 or 3,148, respectively). Associated variants were then tested for association with related phenotypes in independent datasets. RESULTS Variants in DNAH14 and DNAAF3 were associated with poor lung function in cystic fibrosis, whereas variants in DNAH14 and DNAH6 were associated with preserved lung function in cystic fibrosis. Associations between DNAH14 and lung function were replicated in disease-related phenotypes characterized by obstructive lung disease in adults. CONCLUSIONS Genetic variants within DNAH6, DNAH14, and DNAAF3 are associated with variation in lung function among persons with cystic fibrosis.
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25
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Nagy B, Bene Z, Fejes Z, Heltshe SL, Reid D, Ronan NJ, McCarthy Y, Smith D, Nagy A, Joseloff E, Balla G, Kappelmayer J, Macek M, Bell SC, Plant BJ, Amaral MD, Balogh I. Human epididymis protein 4 (HE4) levels inversely correlate with lung function improvement (delta FEV 1) in cystic fibrosis patients receiving ivacaftor treatment. J Cyst Fibros 2019; 18:271-277. [PMID: 30268371 DOI: 10.1016/j.jcf.2018.08.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 08/28/2018] [Accepted: 08/28/2018] [Indexed: 12/26/2022]
Abstract
BACKGROUND We have recently shown that human epididymis protein 4 (HE4) levels correlate with the severity of cystic fibrosis (CF) lung disease. However, there are no data on how HE4 levels alter in patients receiving CFTR modulating therapy. METHODS In this retrospective clinical study, 3 independent CF patient cohorts (US-American: 29, Australian: 12 and Irish: 19 cases) were enrolled carrying at least one Class III CFTR CF-causing mutation (p.Gly551Asp) and being treated with CFTR potentiator ivacaftor. Plasma HE4 was measured by immunoassay before treatment (baseline) and 1-6 months after commencement of ivacaftor, and were correlated with FEV1 (% predicted), sweat chloride, C-reactive protein (CRP) and body mass index (BMI). RESULTS After 1 month of therapy, HE4 levels were significantly lower than at baseline and remained decreased up to 6 months. A significant inverse correlation between absolute and delta values of HE4 and FEV1 (r = -0.5376; P < .001 and r = -0.3285; P < .001), was retrospectively observed in pooled groups, including an independent association of HE4 with FEV1 by multiple regression analysis (β = -0.57, P = .019). Substantial area under the receiver operating characteristic curve (ROC-AUC) value was determined for HE4 when 7% mean change of FEV1 (0.722 [95% CI 0.581-0.863]; P = .029) were used as classifier, especially in the first 2 months of treatment (0.806 [95% CI 0.665-0.947]; P < .001). CONCLUSIONS This study shows that plasma HE4 levels inversely correlate with lung function improvement in CF patients receiving ivacaftor. Overall, this potential biomarker may be of value for routine clinical and laboratory follow-up of CFTR modulating therapy.
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Affiliation(s)
- Béla Nagy
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
| | - Zsolt Bene
- Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Zsolt Fejes
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Sonya L Heltshe
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
| | - David Reid
- QIMR Berghofer Medical Research Institute and The Prince Charles Hospital, Brisbane, Australia
| | - Nicola J Ronan
- Cork Adult Cystic Fibrosis Centre, Cork University Hospital, Cork, Ireland
| | - Yvonne McCarthy
- Cork Adult Cystic Fibrosis Centre, Cork University Hospital, Cork, Ireland
| | - Daniel Smith
- QIMR Berghofer Medical Research Institute and The Prince Charles Hospital, Brisbane, Australia
| | - Attila Nagy
- Department of Preventive Medicine, Faculty of Public Health, University of Debrecen, Debrecen, Hungary
| | | | - György Balla
- Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; MTA-DE Vascular Biology, Thrombosis and Hemostasis Research Group, Hungarian Academy of Sciences, Debrecen, Hungary
| | - János Kappelmayer
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Milan Macek
- Department of Biology and Medical Genetics, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Scott C Bell
- QIMR Berghofer Medical Research Institute and The Prince Charles Hospital, Brisbane, Australia
| | - Barry J Plant
- Cork Adult Cystic Fibrosis Centre, Cork University Hospital, Cork, Ireland
| | - Margarida D Amaral
- University of Lisboa, Faculty of Sciences, BioISI-Biosystems & Integrative Sciences Institute, Lisboa, Portugal
| | - István Balogh
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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Ideozu JE, Zhang X, McColley S, Levy H. Transcriptome Profiling and Molecular Therapeutic Advances in Cystic Fibrosis: Recent Insights. Genes (Basel) 2019; 10:genes10030180. [PMID: 30813620 PMCID: PMC6470978 DOI: 10.3390/genes10030180] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 02/20/2019] [Accepted: 02/21/2019] [Indexed: 12/16/2022] Open
Abstract
In cystic fibrosis (CF), mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene disrupt the capacity of the encoded protein to function as a channel to transport chloride ions and water across cell membranes. The consequences are deleterious, system-wide, and immensely variable, even among patients with the same CFTR genotype. This underscores the need to characterize the mechanisms contributing to CF pathophysiology. Gene replacement and gene editing therapies have been pursued intensively and are expected to provide a one-time treatment for CF. However, gene replacement therapy is limited by the lack of efficient vectors to deliver functional copies of CFTR to cells without immunological complications, while gene editing technologies such as CRISPR/Cas9 are still in their infancy, mainly useful in somatic cells and limited by off-target insertions. Small molecule treatments targeted at potentiating or correcting CFTR have shown clinical benefits, but they are limited to a few CFTR mutations and insufficient to overcome challenges related to clinical heterogeneity. Transcriptome profiling approaches have emerged as robust tools capable of characterizing phenotypic variability and revealing novel molecular targets with therapeutic potential for CF. We summarize current insights gained through transcriptome profiling approaches in CF studies and recent advances in molecular therapeutics.
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Affiliation(s)
- Justin E Ideozu
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.
- Human Molecular Genetics Program, Stanley Manne Children's Research Institute, Chicago, IL 60614, USA.
- Feinberg School of Medicine at Northwestern University Chicago, Chicago, IL 60611, USA.
| | - Xi Zhang
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.
- Human Molecular Genetics Program, Stanley Manne Children's Research Institute, Chicago, IL 60614, USA.
- Feinberg School of Medicine at Northwestern University Chicago, Chicago, IL 60611, USA.
| | - Susanna McColley
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.
- Feinberg School of Medicine at Northwestern University Chicago, Chicago, IL 60611, USA.
| | - Hara Levy
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.
- Human Molecular Genetics Program, Stanley Manne Children's Research Institute, Chicago, IL 60614, USA.
- Feinberg School of Medicine at Northwestern University Chicago, Chicago, IL 60611, USA.
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Interleukin-Mediated Pendrin Transcriptional Regulation in Airway and Esophageal Epithelia. Int J Mol Sci 2019; 20:ijms20030731. [PMID: 30744098 PMCID: PMC6386862 DOI: 10.3390/ijms20030731] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 01/29/2019] [Accepted: 01/29/2019] [Indexed: 12/28/2022] Open
Abstract
Pendrin (SLC26A4), a Cl−/anion exchanger, is expressed at high levels in kidney, thyroid, and inner ear epithelia, where it has an essential role in bicarbonate secretion/chloride reabsorption, iodide accumulation, and endolymph ion balance, respectively. Pendrin is expressed at lower levels in other tissues, such as airways and esophageal epithelia, where it is transcriptionally regulated by the inflammatory cytokines interleukin (IL)-4 and IL-13 through a signal transducer and activator of transcription 6 (STAT6)-mediated pathway. In the airway epithelium, increased pendrin expression during inflammatory diseases leads to imbalances in airway surface liquid thickness and mucin release, while, in the esophageal epithelium, dysregulated pendrin expression is supposed to impact the intracellular pH regulation system. In this review, we discuss some of the recent findings on interleukin-mediated transcriptional regulation of pendrin and how this dysregulation impacts airway and esophagus epithelial homeostasis during inflammatory diseases.
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28
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Awatade NT, Wong SL, Hewson CK, Fawcett LK, Kicic A, Jaffe A, Waters SA. Human Primary Epithelial Cell Models: Promising Tools in the Era of Cystic Fibrosis Personalized Medicine. Front Pharmacol 2018; 9:1429. [PMID: 30581387 PMCID: PMC6293199 DOI: 10.3389/fphar.2018.01429] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 11/19/2018] [Indexed: 12/29/2022] Open
Abstract
Cystic fibrosis (CF) is an inherited disorder where individual disease etiology and response to therapeutic intervention is impacted by CF transmembrane regulator (CFTR) mutations and other genetic modifiers. CFTR regulates multiple mechanisms in a diverse range of epithelial tissues. In this Review, we consolidate the latest updates in the development of primary epithelial cellular model systems relevant for CF. We discuss conventional two-dimensional (2-D) airway epithelial cell cultures, the backbone of in vitro cellular models to date, as well as improved expansion protocols to overcome finite supply of the cellular source. We highlight a range of strategies for establishment of three dimensional (3-D) airway and intestinal organoid models and evaluate the limitations and potential improvements in each system, focusing on their application in CF. The in vitro CFTR functional assays in patient-derived organoids allow for preclinical pharmacotherapy screening to identify responsive patients. It is likely that organoids will be an invaluable preclinical tool to unravel disease mechanisms, design novel treatments, and enable clinicians to provide personalized management for patients with CF.
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Affiliation(s)
- Nikhil T. Awatade
- Faculty of Medicine, School of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
- Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Sharon L. Wong
- Faculty of Medicine, School of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
- Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Chris K. Hewson
- Faculty of Medicine, School of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
- Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Laura K. Fawcett
- Faculty of Medicine, School of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
- Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
- Department of Respiratory Medicine, Sydney Children's Hospital, Sydney, NSW, Australia
| | - Anthony Kicic
- Centre for Child Health Research, Telethon Kids Institute, The University of Western Australia, Nedlands, WA, Australia
- Occupation and Environment, School of Public Health, Curtin University, Bentley, WA, Australia
- Faculty of Health and Medical Sciences, The University of Western Australia, Nedlands, WA, Australia
- Department of Respiratory and Sleep Medicine, Perth Children's Hospital, Nedlands, WA, Australia
- Centre for Cell Therapy and Regenerative Medicine, School of Medicine and Pharmacology, The University of Western Australia, Nedlands, WA, Australia
| | - Adam Jaffe
- Faculty of Medicine, School of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
- Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
- Department of Respiratory Medicine, Sydney Children's Hospital, Sydney, NSW, Australia
| | - Shafagh A. Waters
- Faculty of Medicine, School of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
- Molecular and Integrative Cystic Fibrosis Research Centre (miCF_RC), School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
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29
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Canato S, Santos JD, Carvalho AS, Aloria K, Amaral MD, Matthiesen R, Falcao AO, Farinha CM. Proteomic interaction profiling reveals KIFC1 as a factor involved in early targeting of F508del-CFTR to degradation. Cell Mol Life Sci 2018; 75:4495-4509. [PMID: 30066085 PMCID: PMC11105581 DOI: 10.1007/s00018-018-2896-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2018] [Revised: 07/26/2018] [Accepted: 07/27/2018] [Indexed: 11/28/2022]
Abstract
Misfolded F508del-CFTR, the main molecular cause of the recessive disorder cystic fibrosis, is recognized by the endoplasmic reticulum (ER) quality control (ERQC) resulting in its retention and early degradation. The ERQC mechanisms rely mainly on molecular chaperones and on sorting motifs, whose presence and exposure determine CFTR retention or exit through the secretory pathway. Arginine-framed tripeptides (AFTs) are ER retention motifs shown to modulate CFTR retention. However, the interactions and regulatory pathways involved in this process are still largely unknown. Here, we used proteomic interaction profiling and global bioinformatic analysis to identify factors that interact differentially with F508del-CFTR and F508del-CFTR without AFTs (F508del-4RK-CFTR) as putative regulators of this specific ERQC checkpoint. Using LC-MS/MS, we identified kinesin family member C1 (KIFC1) as a stronger interactor with F508del-CFTR versus F508del-4RK-CFTR. We further validated this interaction showing that decreasing KIFC1 levels or activity stabilizes the immature form of F508del-CFTR by reducing its degradation. We conclude that the current approach is able to identify novel putative therapeutic targets that can be ultimately used to the benefit of CF patients.
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Affiliation(s)
- Sara Canato
- Department of Chemistry and Biochemistry & BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
| | - João D Santos
- Department of Chemistry and Biochemistry & BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
| | - Ana S Carvalho
- CEDOC-Chronic Diseases Research Centre, Nova Medical School, Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Rua Câmara Pestana, 1150-082, Lisbon, Portugal
| | - Kerman Aloria
- Proteomics Core Facility-SGIKER, University of the Basque Country UPV/EHU, Barrio Sariena, 48940, Vizcaya, Spain
| | - Margarida D Amaral
- Department of Chemistry and Biochemistry & BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
| | - Rune Matthiesen
- CEDOC-Chronic Diseases Research Centre, Nova Medical School, Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Rua Câmara Pestana, 1150-082, Lisbon, Portugal
| | - André O Falcao
- Department of Chemistry and Biochemistry & BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
- LASIGE, Faculty of Sciences, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
| | - Carlos M Farinha
- Department of Chemistry and Biochemistry & BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal.
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30
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Braccia C, Tomati V, Caci E, Pedemonte N, Armirotti A. SWATH label-free proteomics for cystic fibrosis research. J Cyst Fibros 2018; 18:501-506. [PMID: 30348611 DOI: 10.1016/j.jcf.2018.10.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 10/05/2018] [Accepted: 10/09/2018] [Indexed: 01/05/2023]
Abstract
BACKGROUND Label-free proteomics is a powerful tool for biological investigation. The SWATH protocol, relying on the Pan Human ion library, currently represents the state-of-the-art methodology for this kind of analysis. We recently discovered that this tool is not perfectly suitable for proteomics research in the CF field, as it lacks assays for several proteins crucial for the CF biology, including CFTR. METHODS We extensively investigated the proteome of a very popular model for in vitro research on CF, CFBE41o-, and we used the corresponding data to improve the power of SWATH proteomics for CF investigation. We then used this improved tool to explore in depth the proteome of primary bronchial epithelial (BE) cells deriving from four CF individuals compared with that of four corresponding non-CF controls. By means of advanced bioinformatics tools, we outlined the presence of a number of protein networks being significantly altered by CF. RESULTS Our analysis on patients' BE cells identified 154 proteins dysregulated by the CF pathology (94 upregulated and 60 downregulated). Some known CFTR interactors are present among them, but our analysis also revealed the alteration of other proteins not previously known to be related with CF. CONCLUSIONS The present work outlines the power of SWATH label free proteomics applied to CF research.
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Affiliation(s)
- Clarissa Braccia
- D3Pharmachemistry, Fondazione Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy; Dipartimento di Chimica, Università degli Studi di Genova, Via Dodecaneso 31, 16146 Genova, Italy
| | - Valeria Tomati
- U.O.C. Genetica Medica, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy
| | - Emanuela Caci
- U.O.C. Genetica Medica, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy
| | - Nicoletta Pedemonte
- U.O.C. Genetica Medica, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy
| | - Andrea Armirotti
- Analytical Chemistry Lab, Fondazione Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy.
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31
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Magalhães M, Tost J, Pineau F, Rivals I, Busato F, Alary N, Mely L, Leroy S, Murris M, Caimmi D, Claustres M, Chiron R, De Sario A. Dynamic changes of DNA methylation and lung disease in cystic fibrosis: lessons from a monogenic disease. Epigenomics 2018; 10:1131-1145. [PMID: 30052057 DOI: 10.2217/epi-2018-0005] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
AIM To assess whether DNA methylation levels account for the noninherited phenotypic variations observed among cystic fibrosis (CF) patients. PATIENTS & METHODS Using the 450 K BeadChip, we profiled DNA methylation in nasal epithelial cells collected from 32 CF patients and 16 controls. RESULTS We detected substantial DNA methylation differences up to 55% (median β change 0.13; IQR: 0.15-0.11) between CF patients and controls. DNA methylation levels differed between mild and severe CF patients and correlated with lung function at 50 CpG sites. CONCLUSION In CF samples, dynamic changes of DNA methylation occurred in genes responsible for the integrity of the epithelium and the inflammatory and immune responses, were prominent in transcriptionally active genomic regions and were over-represented in enhancers active in lung tissues. ( Clinicaltrials.gov NCT02884622).
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Affiliation(s)
- Milena Magalhães
- Laboratoire de Génétique de Maladies Rares - EA7402 Montpellier University - Montpellier - France.,Laboratory of Biological System Modeling - INCT/IDN, CDTS - Rio de Janeiro - Brazil
| | - Jörg Tost
- Laboratory for Epigenetics & Environment - Centre National de Recherche en Génomique Humaine - CEA - Institut de Biologie François Jacob - Evry - France
| | - Fanny Pineau
- Laboratoire de Génétique de Maladies Rares - EA7402 Montpellier University - Montpellier - France
| | - Isabelle Rivals
- Equipe de Statistique Appliquée - ESPCI Paris - PSL Research University - UMRS1158 - Paris - France
| | - Florence Busato
- Laboratory for Epigenetics & Environment - Centre National de Recherche en Génomique Humaine - CEA - Institut de Biologie François Jacob - Evry - France
| | - Nathan Alary
- Laboratoire de Génétique de Maladies Rares - EA7402 Montpellier University - Montpellier - France
| | - Laurent Mely
- CRCM, Renée Sabran Hospital - CHU Lyon - Hyères - France
| | - Sylvie Leroy
- CRCM, Pasteur Hospital - CHU Nice - Nice - France
| | - Marlène Murris
- CRCM, Larrey Hospital - CHU Toulouse - Toulouse - France
| | - Davide Caimmi
- CRCM, Arnaud de Villeneuve Hospital - CHU Montpellier - Montpellier - France
| | - Mireille Claustres
- Laboratoire de Génétique de Maladies Rares - EA7402 Montpellier University - Montpellier - France.,Laboratoire de Génétique Moléculaire - CHU Montpellier - Montpellier - France
| | - Raphaël Chiron
- CRCM, Arnaud de Villeneuve Hospital - CHU Montpellier - Montpellier - France
| | - Albertina De Sario
- Laboratoire de Génétique de Maladies Rares - EA7402 Montpellier University - Montpellier - France
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32
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Pandey G, Pandey OP, Rogers AJ, Ahsen ME, Hoffman GE, Raby BA, Weiss ST, Schadt EE, Bunyavanich S. A Nasal Brush-based Classifier of Asthma Identified by Machine Learning Analysis of Nasal RNA Sequence Data. Sci Rep 2018; 8:8826. [PMID: 29891868 PMCID: PMC5995932 DOI: 10.1038/s41598-018-27189-4] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 05/25/2018] [Indexed: 12/31/2022] Open
Abstract
Asthma is a common, under-diagnosed disease affecting all ages. We sought to identify a nasal brush-based classifier of mild/moderate asthma. 190 subjects with mild/moderate asthma and controls underwent nasal brushing and RNA sequencing of nasal samples. A machine learning-based pipeline identified an asthma classifier consisting of 90 genes interpreted via an L2-regularized logistic regression classification model. This classifier performed with strong predictive value and sensitivity across eight test sets, including (1) a test set of independent asthmatic and control subjects profiled by RNA sequencing (positive and negative predictive values of 1.00 and 0.96, respectively; AUC of 0.994), (2) two independent case-control cohorts of asthma profiled by microarray, and (3) five cohorts with other respiratory conditions (allergic rhinitis, upper respiratory infection, cystic fibrosis, smoking), where the classifier had a low to zero misclassification rate. Following validation in large, prospective cohorts, this classifier could be developed into a nasal biomarker of asthma.
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Affiliation(s)
- Gaurav Pandey
- Icahn Institute for Genomics and Multiscale Biology and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Om P Pandey
- Icahn Institute for Genomics and Multiscale Biology and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Angela J Rogers
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Mehmet E Ahsen
- Icahn Institute for Genomics and Multiscale Biology and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Gabriel E Hoffman
- Icahn Institute for Genomics and Multiscale Biology and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Benjamin A Raby
- Channing Division of Network Medicine and Division of Pulmonary and Critical Care Medicine, Brigham & Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Scott T Weiss
- Channing Division of Network Medicine and Division of Pulmonary and Critical Care Medicine, Brigham & Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Eric E Schadt
- Icahn Institute for Genomics and Multiscale Biology and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Supinda Bunyavanich
- Icahn Institute for Genomics and Multiscale Biology and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA. .,Division of Allergy & Immunology, Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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33
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Massip‐Copiz M, Clauzure M, Valdivieso ÁG, Santa‐Coloma TA. Epiregulin (EREG) is upregulated through an IL‐1β autocrine loop in Caco‐2 epithelial cells with reduced CFTR function. J Cell Biochem 2017; 119:2911-2922. [DOI: 10.1002/jcb.26483] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 10/31/2017] [Indexed: 01/10/2023]
Affiliation(s)
- Macarena Massip‐Copiz
- The Laboratory of Cellular and Molecular BiologyInstitute for Biomedical Research (BIOMED)School of Medical SciencesPontifical Catholic University of Argentina (UCA)The National Scientific and Technical Research Council (CONICET)Buenos AiresArgentina
| | - Mariángeles Clauzure
- The Laboratory of Cellular and Molecular BiologyInstitute for Biomedical Research (BIOMED)School of Medical SciencesPontifical Catholic University of Argentina (UCA)The National Scientific and Technical Research Council (CONICET)Buenos AiresArgentina
| | - Ángel G. Valdivieso
- The Laboratory of Cellular and Molecular BiologyInstitute for Biomedical Research (BIOMED)School of Medical SciencesPontifical Catholic University of Argentina (UCA)The National Scientific and Technical Research Council (CONICET)Buenos AiresArgentina
| | - Tomás A. Santa‐Coloma
- The Laboratory of Cellular and Molecular BiologyInstitute for Biomedical Research (BIOMED)School of Medical SciencesPontifical Catholic University of Argentina (UCA)The National Scientific and Technical Research Council (CONICET)Buenos AiresArgentina
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34
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Valdivieso ÁG, Mori C, Clauzure M, Massip-Copiz M, Santa-Coloma TA. CFTR modulates RPS27 gene expression using chloride anion as signaling effector. Arch Biochem Biophys 2017; 633:103-109. [DOI: 10.1016/j.abb.2017.09.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 09/13/2017] [Accepted: 09/20/2017] [Indexed: 12/13/2022]
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35
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Kormann MSD, Dewerth A, Eichner F, Baskaran P, Hector A, Regamey N, Hartl D, Handgretinger R, Antony JS. Transcriptomic profile of cystic fibrosis patients identifies type I interferon response and ribosomal stalk proteins as potential modifiers of disease severity. PLoS One 2017; 12:e0183526. [PMID: 28846703 PMCID: PMC5573219 DOI: 10.1371/journal.pone.0183526] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 08/04/2017] [Indexed: 12/25/2022] Open
Abstract
Cystic Fibrosis (CF) is the most common monogenic disease among people of Western European descent and caused by mutations in the CFTR gene. However, the disease severity is immensely variable even among patients with similar CFTR mutations due to the possible effect of 'modifier genes'. To identify genetic modifiers, we applied RNA-seq based transcriptomic analyses in CF patients with a mild and severe lung phenotype. Global gene expression and enrichment analyses revealed that genes of the type I interferon response and ribosomal stalk proteins are potential modifiers of CF related lung dysfunction. The results provide a new set of CF modifier genes with possible implications as new therapeutic targets for the treatment of CF.
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Affiliation(s)
- Michael S. D. Kormann
- Department of Pediatrics I, Pediatric Infectiology and Immunology, Translational Genomics and Gene Therapy in Pediatrics, University of Tuebingen, Tuebingen, Germany
| | - Alexander Dewerth
- Department of Pediatrics I, Pediatric Infectiology and Immunology, Translational Genomics and Gene Therapy in Pediatrics, University of Tuebingen, Tuebingen, Germany
| | - Felizitas Eichner
- Department of Pediatrics I, Pediatric Infectiology and Immunology, Translational Genomics and Gene Therapy in Pediatrics, University of Tuebingen, Tuebingen, Germany
| | - Praveen Baskaran
- Center for Quantitative Biology, University of Tuebingen, Tuebingen, Germany
| | - Andreas Hector
- University Children's Clinic Department of Paediatrics I, Paediatric Infectiology & Immunology, University of Tuebingen, Tuebingen, Germany
| | - Nicolas Regamey
- Division of Paediatric Respiratory Medicine and Department of Clinical Research, University of Bern, Bern, Switzerland
- Children’s Hopsital of Lucerne, Paediatric Pulmonology, Lucerne, Switzerland
| | - Dominik Hartl
- University Children's Clinic Department of Paediatrics I, Paediatric Infectiology & Immunology, University of Tuebingen, Tuebingen, Germany
| | - Rupert Handgretinger
- University Children's Clinic Department of Paediatrics I, Hematology and Oncology, University of Tuebingen, Tuebingen, Germany
| | - Justin S. Antony
- Department of Pediatrics I, Pediatric Infectiology and Immunology, Translational Genomics and Gene Therapy in Pediatrics, University of Tuebingen, Tuebingen, Germany
- * E-mail:
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36
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Reynolds SD, Rios C, Wesolowska-Andersen A, Zhuang Y, Pinter M, Happoldt C, Hill CL, Lallier SW, Cosgrove GP, Solomon GM, Nichols DP, Seibold MA. Airway Progenitor Clone Formation Is Enhanced by Y-27632-Dependent Changes in the Transcriptome. Am J Respir Cell Mol Biol 2017; 55:323-36. [PMID: 27144410 DOI: 10.1165/rcmb.2015-0274ma] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The application of conditional reprogramming culture (CRC) methods to nasal airway epithelial cells would allow more wide-spread incorporation of primary airway epithelial culture models into complex lung disease research. In this study, we adapted the CRC method to nasal airway epithelial cells, investigated the growth advantages afforded by this technique over standard culture methods, and determined the cellular and molecular basis of CRC cell culture effects. We found that the CRC method allowed the production of 7.1 × 10(10) cells after 4 passages, approximately 379 times more cells than were generated by the standard bronchial epithelial growth media (BEGM) method. These nasal airway epithelial cells expressed normal basal cell markers and could be induced to form a mucociliary epithelium. Progenitor cell frequency was significantly higher using the CRC method in comparison to the standard culture method, and progenitor cell maintenance was dependent on addition of the Rho-kinase inhibitor Y-27632. Whole-transcriptome sequencing analysis demonstrated widespread gene expression changes in Y-27632-treated basal cells. We found that Y-27632 treatment altered expression of genes fundamental to the formation of the basal cell cytoskeleton, cell-cell junctions, and cell-extracellular matrix (ECM) interactions. Importantly, we found that Y-27632 treatment up-regulated expression of unique basal cell intermediate filament and desmosomal genes. Conversely, Y-27632 down-regulated multiple families of protease/antiprotease genes involved in ECM remodeling. We conclude that Y-27632 fundamentally alters cell-cell and cell-ECM interactions, which preserves basal progenitor cells and allows greater cell amplification.
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Affiliation(s)
- Susan D Reynolds
- 1 Center for Perinatal Research; Nationwide Children's Hospital, Columbus, Ohio
| | - Cydney Rios
- 2 Center for Genes, Environment, and Health, and
| | | | | | | | | | - Cynthia L Hill
- 1 Center for Perinatal Research; Nationwide Children's Hospital, Columbus, Ohio
| | - Scott W Lallier
- 1 Center for Perinatal Research; Nationwide Children's Hospital, Columbus, Ohio
| | - Gregory P Cosgrove
- 4 Medicine, National Jewish Health, Denver, Colorado.,5 Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Denver, Colorado
| | - George M Solomon
- 6 Department of Medicine, University of Alabama-Birmingham, Birmingham, Alabama; and
| | - David P Nichols
- Departments of 3 Pediatrics and.,4 Medicine, National Jewish Health, Denver, Colorado.,7 University of Colorado School of Medicine, Denver, Colorado
| | - Max A Seibold
- 2 Center for Genes, Environment, and Health, and.,Departments of 3 Pediatrics and.,5 Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Denver, Colorado
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37
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Zhang P, Ludwig AK, Hastert FD, Rausch C, Lehmkuhl A, Hellmann I, Smets M, Leonhardt H, Cardoso MC. L1 retrotransposition is activated by Ten-eleven-translocation protein 1 and repressed by methyl-CpG binding proteins. Nucleus 2017; 8:548-562. [PMID: 28524723 PMCID: PMC5703239 DOI: 10.1080/19491034.2017.1330238] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
One of the major functions of DNA methylation is the repression of transposable elements, such as the long-interspersed nuclear element 1 (L1). The underlying mechanism(s), however, are unclear. Here, we addressed how retrotransposon activation and mobilization are regulated by methyl-cytosine modifying ten-eleven-translocation (Tet) proteins and how this is modulated by methyl-CpG binding domain (MBD) proteins. We show that Tet1 activates both, endogenous and engineered L1 retrotransposons. Furthermore, we found that Mecp2 and Mbd2 repress Tet1-mediated activation of L1 by preventing 5hmC formation at the L1 promoter. Finally, we demonstrate that the methyl-CpG binding domain, as well as the adjacent non-sequence specific DNA binding domain of Mecp2 are each sufficient to mediate repression of Tet1-induced L1 mobilization. Our study reveals a mechanism how L1 elements get activated in the absence of Mecp2 and suggests that Tet1 may contribute to Mecp2/Mbd2-deficiency phenotypes, such as the Rett syndrome. We propose that the balance between methylation "reader" and "eraser/writer" controls L1 retrotransposition.
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Affiliation(s)
- Peng Zhang
- a Department of Biology , Technical University Darmstadt , Darmstadt , Germany
| | - Anne K Ludwig
- a Department of Biology , Technical University Darmstadt , Darmstadt , Germany
| | - Florian D Hastert
- a Department of Biology , Technical University Darmstadt , Darmstadt , Germany
| | - Cathia Rausch
- a Department of Biology , Technical University Darmstadt , Darmstadt , Germany
| | - Anne Lehmkuhl
- a Department of Biology , Technical University Darmstadt , Darmstadt , Germany
| | - Ines Hellmann
- b Anthropology and Human Genomics, Department Biology II , LMU Munich , Germany
| | - Martha Smets
- c Human Biology and BioImaging, Department of Biology II , LMU Munich , Germany
| | - Heinrich Leonhardt
- c Human Biology and BioImaging, Department of Biology II , LMU Munich , Germany
| | - M Cristina Cardoso
- a Department of Biology , Technical University Darmstadt , Darmstadt , Germany
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38
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Bergougnoux A, Petit A, Knabe L, Bribes E, Chiron R, De Sario A, Claustres M, Molinari N, Vachier I, Taulan-Cadars M, Bourdin A. The HDAC inhibitor SAHA does not rescue CFTR membrane expression in Cystic Fibrosis. Int J Biochem Cell Biol 2017; 88:124-132. [PMID: 28478266 DOI: 10.1016/j.biocel.2017.05.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Revised: 04/21/2017] [Accepted: 05/03/2017] [Indexed: 01/04/2023]
Abstract
The development of suitable Cystic Fibrosis (CF) models for preclinical bench tests of therapeutic candidates is challenging. Indeed, the validation of molecules to rescue the p.Phe508del-CFTR channel (encoded by the Cystic Fibrosis Transmembrane conductance Regulator gene carrying the p.Phe508del mutation) requires taking into account their overall effects on the epithelium. Suberoylanilide Hydroxamic Acid (SAHA), a histone deacetylase inhibitor (HDACi), was previously shown to be a CFTR corrector via proteostasis modulation in CFTR-deficient immortalized cells. Here, we tested SAHA effects on goblet cell metaplasia using an ex vivo model based on the air-liquid interface (ALI) culture of differentiated airway epithelial cells obtained by nasal scraping from CF patients and healthy controls. Ex vivo epithelium grew successfully in ALI cultures with significant rise in the expression of CFTR and of markers of airway epithelial differentiation compared to monolayer cell culture. SAHA decreased CFTR transcript and protein levels in CF and non-CF epithelia. Whereas SAHA induced lysine hyperacetylation, it did not change histone modifications at the CFTR promoter. SAHA reduced MUC5AC and MUC5B expression and inhibited goblet epithelial cell differentiation. Similar effects were obtained in CF and non-CF epithelia. All the effects were fully reversible within five days from SAHA withdrawal. We conclude that, ex vivo, SAHA modulate the structure of airway epithelia without specific effect on CFTR gene and protein suggesting that HDACi cannot be useful for CF treatment.
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Affiliation(s)
- Anne Bergougnoux
- Laboratory of Molecular Genetics, CHU Montpellier, Montpellier F-34093, France; EA7402, Rare Diseases Laboratory, University of Montpellier, Montpellier F-34093, France.
| | - Aurélie Petit
- Respiratory Disease Department - CHU Montpellier, Montpellier F-34295, France
| | - Lucie Knabe
- Respiratory Disease Department - CHU Montpellier, Montpellier F-34295, France; PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, Montpellier F-34295, France
| | - Estelle Bribes
- Respiratory Disease Department - CHU Montpellier, Montpellier F-34295, France
| | - Raphaël Chiron
- Respiratory Disease Department - CHU Montpellier, Montpellier F-34295, France
| | - Albertina De Sario
- EA7402, Rare Diseases Laboratory, University of Montpellier, Montpellier F-34093, France
| | - Mireille Claustres
- Laboratory of Molecular Genetics, CHU Montpellier, Montpellier F-34093, France; EA7402, Rare Diseases Laboratory, University of Montpellier, Montpellier F-34093, France
| | - Nicolas Molinari
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, Montpellier F-34295, France; Service DIM, CHU Montpellier, Montpellier F-34093, France
| | - Isabelle Vachier
- Respiratory Disease Department - CHU Montpellier, Montpellier F-34295, France
| | - Magali Taulan-Cadars
- EA7402, Rare Diseases Laboratory, University of Montpellier, Montpellier F-34093, France
| | - Arnaud Bourdin
- Respiratory Disease Department - CHU Montpellier, Montpellier F-34295, France; PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, Montpellier F-34295, France
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39
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In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis. PLoS One 2017; 12:e0173822. [PMID: 28339466 PMCID: PMC5365109 DOI: 10.1371/journal.pone.0173822] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 02/27/2017] [Indexed: 12/15/2022] Open
Abstract
Cystic Fibrosis is the most common lethal autosomal recessive disorder in the white population, affecting among other organs, the lung, the pancreas and the liver. Whereas Cystic Fibrosis is a monogenic disease, many studies reveal a very complex relationship between genotype and clinical phenotype. Indeed, the broad phenotypic spectrum observed in Cystic Fibrosis is far from being explained by obvious genotype-phenotype correlations and it is admitted that Cystic Fibrosis disease is the result of multiple factors, including effects of the environment as well as modifier genes. Our objective was to highlight new modifier genes with potential implications in the lung, pancreatic and liver outcomes of the disease. For this purpose we performed a system biology approach which combined, database mining, literature mining, gene expression study and network analysis as well as pathway enrichment analysis and protein-protein interactions. We found that IFI16, CCNE2 and IGFBP2 are potential modifiers in the altered lung function in Cystic Fibrosis. We also found that EPHX1, HLA-DQA1, HLA-DQB1, DSP and SLC33A1, GPNMB, NCF2, RASGRP1, LGALS3 and PTPN13, are potential modifiers in pancreas and liver, respectively. Associated pathways indicate that immune system is likely involved and that Ubiquitin C is probably a central node, linking Cystic Fibrosis to liver and pancreatic disease. We highlight here new modifier genes with potential implications in Cystic Fibrosis. Nevertheless, our in silico analysis requires functional analysis to give our results a physiological relevance.
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40
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Hohwieler M, Illing A, Hermann PC, Mayer T, Stockmann M, Perkhofer L, Eiseler T, Antony JS, Müller M, Renz S, Kuo CC, Lin Q, Sendler M, Breunig M, Kleiderman SM, Lechel A, Zenker M, Leichsenring M, Rosendahl J, Zenke M, Sainz B, Mayerle J, Costa IG, Seufferlein T, Kormann M, Wagner M, Liebau S, Kleger A. Human pluripotent stem cell-derived acinar/ductal organoids generate human pancreas upon orthotopic transplantation and allow disease modelling. Gut 2017; 66:473-486. [PMID: 27633923 PMCID: PMC5534761 DOI: 10.1136/gutjnl-2016-312423] [Citation(s) in RCA: 154] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Accepted: 08/11/2016] [Indexed: 12/14/2022]
Abstract
OBJECTIVE The generation of acinar and ductal cells from human pluripotent stem cells (PSCs) is a poorly studied process, although various diseases arise from this compartment. DESIGN We designed a straightforward approach to direct human PSCs towards pancreatic organoids resembling acinar and ductal progeny. RESULTS Extensive phenotyping of the organoids not only shows the appropriate marker profile but also ultrastructural, global gene expression and functional hallmarks of the human pancreas in the dish. Upon orthotopic transplantation into immunodeficient mice, these organoids form normal pancreatic ducts and acinar tissue resembling fetal human pancreas without evidence of tumour formation or transformation. Finally, we implemented this unique phenotyping tool as a model to study the pancreatic facets of cystic fibrosis (CF). For the first time, we provide evidence that in vitro, but also in our xenograft transplantation assay, pancreatic commitment occurs generally unhindered in CF. Importantly, cystic fibrosis transmembrane conductance regulator (CFTR) activation in mutated pancreatic organoids not only mirrors the CF phenotype in functional assays but also at a global expression level. We also conducted a scalable proof-of-concept screen in CF pancreatic organoids using a set of CFTR correctors and activators, and established an mRNA-mediated gene therapy approach in CF organoids. CONCLUSIONS Taken together, our platform provides novel opportunities to model pancreatic disease and development, screen for disease-rescuing agents and to test therapeutic procedures.
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Affiliation(s)
- Meike Hohwieler
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Anett Illing
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Patrick C Hermann
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Tobias Mayer
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Marianne Stockmann
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Lukas Perkhofer
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Tim Eiseler
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Justin S Antony
- Department of Pediatrics I, Pediatric Infectiology and Immunology, Translational Genomics and Gene Therapy in Pediatrics, University of Tuebingen, Tuebingen, Germany
| | - Martin Müller
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Susanne Renz
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Chao-Chung Kuo
- Medical Faculty, IZKF Computational Biology Research Group, RWTH Aachen University, Aachen, Germany
| | - Qiong Lin
- Medical Faculty, Department of Cell Biology, Institute for Biomedical Engineering, RWTH Aachen University, Aachen, Germany
| | - Matthias Sendler
- Department of Medicine A, University Medicine, Ernst-Moritz-Arndt-University, Greifswald, Germany
| | - Markus Breunig
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | | | - André Lechel
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Martin Zenker
- Institute of Human Genetics, University Hospital, Magdeburg, Germany
| | - Michael Leichsenring
- Department of Pediatrics and Adolescent Medicine, University Medical Center Ulm, Ulm, Germany
| | - Jonas Rosendahl
- Department of Internal Medicine I, Division of Medicine, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Martin Zenke
- Medical Faculty, Department of Cell Biology, Institute for Biomedical Engineering, RWTH Aachen University, Aachen, Germany
| | - Bruno Sainz
- Department of Biochemistry, Universidad Autónoma de Madrid, Instituto de Investigaciones Biomédicas “Alberto Sols” CSIC-UAM, Madrid, Spain
| | - Julia Mayerle
- Department of Medicine A, University Medicine, Ernst-Moritz-Arndt-University, Greifswald, Germany
| | - Ivan G Costa
- Medical Faculty, IZKF Computational Biology Research Group, RWTH Aachen University, Aachen, Germany
| | - Thomas Seufferlein
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Michael Kormann
- Department of Pediatrics I, Pediatric Infectiology and Immunology, Translational Genomics and Gene Therapy in Pediatrics, University of Tuebingen, Tuebingen, Germany
| | - Martin Wagner
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
| | - Stefan Liebau
- Institute of Neuroanatomy, Eberhard Karls University Tuebingen, Tuebingen, Germany
| | - Alexander Kleger
- Department of Internal Medicine I, University Medical Center Ulm, Ulm, Germany
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Magalhães M, Rivals I, Claustres M, Varilh J, Thomasset M, Bergougnoux A, Mely L, Leroy S, Corvol H, Guillot L, Murris M, Beyne E, Caimmi D, Vachier I, Chiron R, De Sario A. DNA methylation at modifier genes of lung disease severity is altered in cystic fibrosis. Clin Epigenetics 2017; 9:19. [PMID: 28289476 PMCID: PMC5310067 DOI: 10.1186/s13148-016-0300-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 12/08/2016] [Indexed: 12/11/2022] Open
Abstract
Background Lung disease progression is variable among cystic fibrosis (CF) patients and depends on DNA mutations in the CFTR gene, polymorphic variations in disease modifier genes, and environmental exposure. The contribution of genetic factors has been extensively investigated, whereas the mechanism whereby environmental factors modulate the lung disease is unknown. In this project, we hypothesized that (i) reiterative stress alters the epigenome in CF-affected tissues and (ii) DNA methylation variations at disease modifier genes modulate the lung function in CF patients. Results We profiled DNA methylation at CFTR, the disease-causing gene, and at 13 lung modifier genes in nasal epithelial cells and whole blood samples from 48 CF patients and 24 healthy controls. CF patients homozygous for the p.Phe508del mutation and ≥18-year-old were stratified according to the lung disease severity. DNA methylation was measured by bisulfite and next-generation sequencing. The DNA methylation profile allowed us to correctly classify 75% of the subjects, thus providing a CF-specific molecular signature. Moreover, in CF patients, DNA methylation at specific genes was highly correlated in the same tissue sample. We suggest that gene methylation in CF cells may be co-regulated by disease-specific trans-factors. Three genes were differentially methylated in CF patients compared with controls and/or in groups of pulmonary severity: HMOX1 and GSTM3 in nasal epithelial samples; HMOX1 and EDNRA in blood samples. The association between pulmonary severity and DNA methylation at EDNRA was confirmed in blood samples from an independent set of CF patients. Also, lower DNA methylation levels at GSTM3 were associated with the GSTM3*B allele, a polymorphic 3-bp deletion that has a protective effect in cystic fibrosis. Conclusions DNA methylation levels are altered in nasal epithelial and blood cell samples from CF patients. Analysis of CFTR and 13 lung disease modifier genes shows DNA methylation changes of small magnitude: some of them are a consequence of the disease; other changes may result in small expression variations that collectively modulate the lung disease severity. Electronic supplementary material The online version of this article (doi:10.1186/s13148-016-0300-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Milena Magalhães
- Laboratoire de Génétique de Maladies Rares, EA7402 Montpellier University, Montpellier, France
| | - Isabelle Rivals
- Equipe de Statistique Appliquée-ESPCI ParisTech, PSL Research University-UMRS1158, Paris, France
| | - Mireille Claustres
- Laboratoire de Génétique de Maladies Rares, EA7402 Montpellier University, Montpellier, France.,Laboratoire de Génétique Moléculaire-CHU Montpellier, Montpellier, France
| | - Jessica Varilh
- Laboratoire de Génétique de Maladies Rares, EA7402 Montpellier University, Montpellier, France.,Laboratoire de Génétique Moléculaire-CHU Montpellier, Montpellier, France
| | - Mélodie Thomasset
- Laboratoire de Génétique de Maladies Rares, EA7402 Montpellier University, Montpellier, France
| | - Anne Bergougnoux
- Laboratoire de Génétique de Maladies Rares, EA7402 Montpellier University, Montpellier, France.,Laboratoire de Génétique Moléculaire-CHU Montpellier, Montpellier, France
| | - Laurent Mely
- CRCM, Renée Sabran Hospital-CHU Lyon, Hyères, France
| | | | - Harriet Corvol
- Sorbonne Universités, UPMC Univ Paris 06, Paris, France.,INSERM U938-CRSA, Paris, France.,APHP, Trousseau Hospital, Paris, France
| | - Loïc Guillot
- Sorbonne Universités, UPMC Univ Paris 06, Paris, France.,INSERM U938-CRSA, Paris, France
| | | | - Emmanuelle Beyne
- Laboratoire de Génétique de Maladies Rares, EA7402 Montpellier University, Montpellier, France.,Laboratoire de Génétique Moléculaire-CHU Montpellier, Montpellier, France
| | - Davide Caimmi
- CRCM, Arnaud de Villeneuve Hospital-CHU Montpellier, Montpellier, France
| | - Isabelle Vachier
- CRCM, Arnaud de Villeneuve Hospital-CHU Montpellier, Montpellier, France
| | - Raphaël Chiron
- CRCM, Arnaud de Villeneuve Hospital-CHU Montpellier, Montpellier, France
| | - Albertina De Sario
- Laboratoire de Génétique de Maladies Rares, EA7402 Montpellier University, Montpellier, France
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42
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Stolarczyk M, Amatngalim GD, Yu X, Veltman M, Hiemstra PS, Scholte BJ. ADAM17 and EGFR regulate IL-6 receptor and amphiregulin mRNA expression and release in cigarette smoke-exposed primary bronchial epithelial cells from patients with chronic obstructive pulmonary disease (COPD). Physiol Rep 2016; 4:e12878. [PMID: 27561911 PMCID: PMC5002905 DOI: 10.14814/phy2.12878] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Revised: 07/08/2016] [Accepted: 07/09/2016] [Indexed: 01/31/2023] Open
Abstract
Aberrant activity of a disintegrin and metalloprotease 17 (ADAM17), also known as TACE, and epidermal growth factor receptor (EGFR) has been suggested to contribute to chronic obstructive pulmonary disease (COPD) development and progression. The aim of this study was to investigate the role of these proteins in activation of primary bronchial epithelial cells differentiated at the air-liquid interface (ALI-PBEC) by whole cigarette smoke (CS), comparing cells from COPD patients with non-COPD CS exposure of ALI-PBEC enhanced ADAM17-mediated shedding of the IL-6 receptor (IL6R) and the EGFR agonist amphiregulin (AREG) toward the basolateral compartment, which was more pronounced in cells from COPD patients than in non-COPD controls. CS transiently increased IL6R and AREG mRNA in ALI-PBEC to a similar extent in cultures from both groups, suggesting that posttranslational events determine differential shedding between COPD and non-COPD cultures. We show for the first time by in situ proximity ligation (PLA) that CS strongly enhances interactions of phosphorylated ADAM17 with AREG and IL-6R in an intracellular compartment, suggesting that CS-induced intracellular trafficking events precede shedding to the extracellular compartment. Both EGFR and ADAM17 activity contribute to CS-induced IL-6R and AREG protein shedding and to mRNA expression, as demonstrated using selective inhibitors (AG1478 and TMI-2). Our data are consistent with an autocrine-positive feedback mechanism in which CS triggers shedding of EGFR agonists evoking EGFR activation, in ADAM17-dependent manner, and subsequently transduce paracrine signaling toward myeloid cells and connective tissue. Reducing ADAM17 and EGFR activity could therefore be a therapeutic approach for the tissue remodeling and inflammation observed in COPD.
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Affiliation(s)
| | - Gimano D Amatngalim
- Pulmonology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Xiao Yu
- Cell Biology, Erasmus MC, Rotterdam, The Netherlands
| | - Mieke Veltman
- Cell Biology, Erasmus MC, Rotterdam, The Netherlands
| | - Pieter S Hiemstra
- Pulmonology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Bob J Scholte
- Cell Biology, Erasmus MC, Rotterdam, The Netherlands
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43
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Pozzoli M, Ong HX, Morgan L, Sukkar M, Traini D, Young PM, Sonvico F. Application of RPMI 2650 nasal cell model to a 3D printed apparatus for the testing of drug deposition and permeation of nasal products. Eur J Pharm Biopharm 2016; 107:223-33. [PMID: 27418393 DOI: 10.1016/j.ejpb.2016.07.010] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 07/08/2016] [Accepted: 07/08/2016] [Indexed: 01/24/2023]
Abstract
The aim of this study was to incorporate an optimized RPMI2650 nasal cell model into a 3D printed model of the nose to test deposition and permeation of drugs intended for use in the nose. The nasal cell model was optimized for barrier properties in terms of permeation marker and mucus production. RT-qPCR was used to determine the xenobiotic transporter gene expression of RPMI 2650 cells in comparison with primary nasal cells. After 14days in culture, the cells were shown to produce mucus, and to express TEER (define) values and sodium fluorescein permeability consistent with values reported for excised human nasal mucosa. In addition, good correlation was found between RPMI 2650 and primary nasal cell transporter expression values. The purpose-built 3D printed model of the nose takes the form of an expansion chamber with inserts for cells and an orifice for insertion of a spray drug delivery device. This model was validated against the FDA glass chamber with cascade impactors that is currently approved for studies of nasal products. No differences were found between the two apparatus. The apparatus including the nasal cell model was used to test a commercial nasal product containing budesonide (Rhinocort, AstraZeneca, Australia). Drug deposition and transport studies on RPMI 2650 were successfully performed. The new 3D printed apparatus that incorporates cells can be used as valid in vitro model to test nasal products in conditions that mimic the delivery from nasal devices in real life conditions.
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Affiliation(s)
- Michele Pozzoli
- Graduate School of Health - Pharmacy, University of Technology Sydney, 15 Broadway, Ultimo, NSW 2007, Australia
| | - Hui Xin Ong
- Respiratory Technology, The Woolcock Institute of Medical Research and Discipline of Pharmacology, Sydney Medical School, University of Sydney, 431 Glebe Point Road, Glebe, NSW 2037, Australia
| | - Lucy Morgan
- Concord Repatriation General Hospital, Sydney Medical School-Concord Clinical School, University of Sydney, Sydney, NSW, Australia
| | - Maria Sukkar
- Graduate School of Health - Pharmacy, University of Technology Sydney, 15 Broadway, Ultimo, NSW 2007, Australia
| | - Daniela Traini
- Respiratory Technology, The Woolcock Institute of Medical Research and Discipline of Pharmacology, Sydney Medical School, University of Sydney, 431 Glebe Point Road, Glebe, NSW 2037, Australia
| | - Paul M Young
- Respiratory Technology, The Woolcock Institute of Medical Research and Discipline of Pharmacology, Sydney Medical School, University of Sydney, 431 Glebe Point Road, Glebe, NSW 2037, Australia
| | - Fabio Sonvico
- Graduate School of Health - Pharmacy, University of Technology Sydney, 15 Broadway, Ultimo, NSW 2007, Australia; Department of Pharmacy, University of Parma, 27A, Parco area delle Scienze, Parma 43124, Italy.
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44
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Nagy B, Nagy B, Fila L, Clarke LA, Gönczy F, Bede O, Nagy D, Újhelyi R, Szabó Á, Anghelyi A, Major M, Bene Z, Fejes Z, Antal-Szalmás P, Bhattoa HP, Balla G, Kappelmayer J, Amaral MD, Macek M, Balogh I. Human Epididymis Protein 4: A Novel Serum Inflammatory Biomarker in Cystic Fibrosis. Chest 2016; 150:661-72. [PMID: 27105680 DOI: 10.1016/j.chest.2016.04.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 04/04/2016] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Increased expression of the human epididymis protein 4 (HE4) was previously described in lung biopsy samples from patients with cystic fibrosis (CF). It remains unknown, however, whether serum HE4 concentrations are elevated in CF. METHODS Seventy-seven children with CF from six Hungarian CF centers and 57 adult patients with CF from a Czech center were enrolled. In addition, 94 individuals with non-CF lung diseases and 117 normal control subjects with no pulmonary disorders were analyzed. Serum HE4 levels were measured by using an immunoassay, and their expression was further investigated via the quantification of HE4 messenger RNA by using quantitative reverse transcription polymerase chain reaction in CF vs non-CF respiratory epithelium biopsy specimens. The expression of the potential regulator miR-140-5p was analyzed by using an UPL-based quantitative reverse transcription polymerase chain reaction assay. HE4 was measured in the supernatants from unpolarized and polarized cystic fibrosis bronchial epithelial cells expressing wild-type or F508del-CFTR. RESULTS Median serum HE4 levels were significantly elevated in children with CF (99.5 [73.1-128.9] pmol/L) compared with control subjects (36.3 [31.1-43.4] pmol/L; P < .0001). This observation was replicated in adults with CF (115.7 [77.8-148.7] pmol/L; P < .0001). In contrast, abnormal but lower HE4 concentrations were found in cases of severe bronchitis, asthma, pneumonia, and bronchiectasis. In patients with CF, the concentrations of HE4 were positively correlated with overall disease severity and C-reactive protein concentrations, whereas a significant inverse relationship was found between HE4 and the spirometric FEV1 value. Relative HE4 mRNA levels were significantly upregulated (P = .011) with a decreased miR-140-5p expression (P = .020) in the CF vs non-CF airway biopsy specimens. Twofold higher HE4 concentrations were recorded in the supernatant of polarized F508del-CF transmembrane conductance regulator/bronchial epithelial cells compared with wild-type cells. CONCLUSIONS HE4 serum levels positively correlate with the overall severity of CF and the degree of pulmonary dysfunction. HE4 may thus be used as a novel inflammatory biomarker and possibly also as a measure of treatment efficacy in CF lung disease.
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Affiliation(s)
- Béla Nagy
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
| | - Béla Nagy
- Institute of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Libor Fila
- Department of Pulmonology, Charles University, 2nd Faculty of Medicine, Motol University Hospital, Prague, Czech Republic
| | - Luka A Clarke
- University of Lisboa, Faculty of Sciences, BioISI-Biosystems & Integrative Sciences Institute, Lisboa, Portugal
| | | | - Olga Bede
- Department of Pediatrics, Szent-Györgyi Albert Medical University, Szeged, Hungary
| | - Dóra Nagy
- Department of Pediatrics, Szent-Györgyi Albert Medical University, Szeged, Hungary
| | | | - Ágnes Szabó
- Department of Pediatrics, Szent-Györgyi Albert Medical University, Szeged, Hungary
| | | | - Miklós Major
- Markusovszky Lajos County Hospital, Szombathely, Hungary
| | - Zsolt Bene
- Institute of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Zsolt Fejes
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Péter Antal-Szalmás
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Harjit Pal Bhattoa
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - György Balla
- Institute of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - János Kappelmayer
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Margarida D Amaral
- University of Lisboa, Faculty of Sciences, BioISI-Biosystems & Integrative Sciences Institute, Lisboa, Portugal
| | - Milan Macek
- Department of Biology and Medical Genetics, Motol University Hospital, 2nd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - István Balogh
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Division of Clinical Genetics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Institute of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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45
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Haggie PM, Phuan PW, Tan JA, Zlock L, Finkbeiner WE, Verkman AS. Inhibitors of pendrin anion exchange identified in a small molecule screen increase airway surface liquid volume in cystic fibrosis. FASEB J 2016; 30:2187-97. [PMID: 26932931 DOI: 10.1096/fj.201600223r] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2016] [Accepted: 02/06/2016] [Indexed: 12/31/2022]
Abstract
Pendrin (SLC26A4) is a Cl(-)/anion exchanger expressed in the epithelium of inflamed airways where it is thought to facilitate Cl(-) absorption and HCO3 (-) secretion. Studies using pendrin knockout mice and airway epithelial cells from hearing-impaired subjects with pendrin loss of function suggest involvement of pendrin in inflammatory lung diseases, including cystic fibrosis (CF), perhaps by regulation of airway surface liquid (ASL) volume. Here we identified small-molecule pendrin inhibitors and demonstrated their efficacy in increasing ASL volume. A cell-based, functional high-throughput screen of ∼36,000 synthetic small molecules produced 3 chemical classes of inhibitors of human pendrin. After structure-activity studies, tetrahydropyrazolopyridine and pyrazolothiophenesulfonamide compounds reversibly inhibited pendrin-facilitated Cl(-) exchange with SCN(-), I(-), NO3 (-), and HCO3 (-) with drug concentration causing 50% inhibition down to ∼2.5 μM. In well-differentiated primary cultures of human airway epithelial cells from non-CF and CF subjects, treatment with IL-13, which causes inflammation with strong pendrin up-regulation, strongly increased Cl(-)/HCO3 (-) exchange and the increase was blocked by pendrin inhibition. Pendrin inhibition significantly increased ASL depth (by ∼8 μm) in IL-13-treated non-CF and CF cells but not in untreated cells. These studies implicate the involvement of pendrin-facilitated Cl(-)/HCO3 (-) in the regulation of ASL volume and suggest the utility of pendrin inhibitors in inflammatory lung diseases, including CF.-Haggie, P. M., Phuan, P.-W., Tan, J.-A., Zlock, L., Finkbeiner, W. E., Verkman, A. S. Inhibitors of pendrin anion exchange identified in a small molecule screen increase airway surface liquid volume in cystic fibrosis.
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Affiliation(s)
- Peter M Haggie
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA; Department of Physiology, University of California, San Francisco, San Francisco, California, USA; and
| | - Puay-Wah Phuan
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA; Department of Physiology, University of California, San Francisco, San Francisco, California, USA; and
| | - Joseph-Anthony Tan
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA; Department of Physiology, University of California, San Francisco, San Francisco, California, USA; and
| | - Lorna Zlock
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - Walter E Finkbeiner
- Department of Pathology, University of California, San Francisco, San Francisco, California, USA
| | - A S Verkman
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA; Department of Physiology, University of California, San Francisco, San Francisco, California, USA; and
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46
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Ahner A, Gong X, Frizzell RA. Divergent signaling via SUMO modification: potential for CFTR modulation. Am J Physiol Cell Physiol 2015; 310:C175-80. [PMID: 26582473 DOI: 10.1152/ajpcell.00124.2015] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The cystic fibrosis transmembrane conductance regulator (CFTR) is generally responsible for the cAMP/PKA regulated anion conductance at the apical membranes of secretory epithelial cells. Mutations in CFTR underlie cystic fibrosis (CF), in which the most common variant, F508del, causes protein misfolding and its proteasome-mediated degradation. A new pathway that contributes to mutant CFTR degradation is mediated by the small heat shock protein, Hsp27, which cooperates with Ubc9, the E2 enzyme for SUMOylation, to selectively conjugate mutant CFTR with SUMO-2/3. This SUMO paralog can form polychains, which are recognized by the ubiquitin E3 enzyme, RNF4, leading to CFTR ubiquitylation and recognition by the proteasome. We found also that F508del CFTR could be modified by SUMO-1, a paralog that does not support SUMO polychain formation. The use of different SUMO paralogs to modify and target a single substrate for divergent purposes is not uncommon. In this short review we discuss the possibility that conjugation with SUMO-1 could protect mutant CFTR from disposal by RNF4 and similar ubiquitin ligases. We hypothesize that such a pathway could contribute to therapeutic efforts to stabilize immature mutant CFTR and thereby enhance the action of therapeutics that correct CFTR trafficking to the apical membranes.
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Affiliation(s)
- Annette Ahner
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Xiaoyan Gong
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Raymond A Frizzell
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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47
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Amaral MD, Balch WE. Hallmarks of therapeutic management of the cystic fibrosis functional landscape. J Cyst Fibros 2015; 14:687-99. [PMID: 26526359 PMCID: PMC4644672 DOI: 10.1016/j.jcf.2015.09.006] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Revised: 09/16/2015] [Accepted: 09/16/2015] [Indexed: 01/29/2023]
Abstract
The cystic fibrosis (CF) transmembrane conductance regulator (CFTR) protein does not operate in isolation, rather in a dynamic network of interacting components that impact its synthesis, folding, stability, intracellular location and function, referred to herein as the 'CFTR Functional Landscape (CFFL)'. For the prominent F508del mutation, many of these interactors are deeply connected to a protein fold management system, the proteostasis network (PN). However, CF encompasses an additional 2000 CFTR variants distributed along its entire coding sequence (referred to as CFTR2), and each variant contributes a differential liability to PN management of CFTR and to a protein 'social network' (SN) that directs the probability of the (patho)physiologic events that impact ion transport in each cell, tissue and patient in health and disease. Recognition of the importance of the PN and SN in driving the unique patient CFFL leading to disease highlights the importance of precision medicine in therapeutic management of disease progression. We take the view herein that it is not CFTR, rather the PN/SN, and their impact on the CFFL, that are the key physiologic forces driving onset and clinical progression of CF. We posit that a deep understanding of each patients PN/SN gained by merging genomic, proteomic (mass spectrometry (MS)), and high-content microscopy (HCM) technologies in the context of novel network learning algorithms will lead to a paradigm shift in CF clinical management. This should allow for generation of new classes of patient specific PN/SN directed therapeutics for personalized management of the CFFL in the clinic.
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Affiliation(s)
- Margarida D Amaral
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Lisboa, Portugal.
| | - William E Balch
- Department of Chemical Physiology, Department of Cell and Molecular Biology, The Skaggs Institute of Chemical Biology, The Scripps Research Institute, La Jolla, CA, USA.
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48
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Clarke LA, Botelho HM, Sousa L, Falcao AO, Amaral MD. Transcriptome meta-analysis reveals common differential and global gene expression profiles in cystic fibrosis and other respiratory disorders and identifies CFTR regulators. Genomics 2015. [PMID: 26225835 DOI: 10.1016/j.ygeno.2015.07.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
A meta-analysis of 13 independent microarray data sets was performed and gene expression profiles from cystic fibrosis (CF), similar disorders (COPD: chronic obstructive pulmonary disease, IPF: idiopathic pulmonary fibrosis, asthma), environmental conditions (smoking, epithelial injury), related cellular processes (epithelial differentiation/regeneration), and non-respiratory "control" conditions (schizophrenia, dieting), were compared. Similarity among differentially expressed (DE) gene lists was assessed using a permutation test, and a clustergram was constructed, identifying common gene markers. Global gene expression values were standardized using a novel approach, revealing that similarities between independent data sets run deeper than shared DE genes. Correlation of gene expression values identified putative gene regulators of the CF transmembrane conductance regulator (CFTR) gene, of potential therapeutic significance. Our study provides a novel perspective on CF epithelial gene expression in the context of other lung disorders and conditions, and highlights the contribution of differentiation/EMT and injury to gene signatures of respiratory disease.
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Affiliation(s)
- Luka A Clarke
- University of Lisboa, Faculty of Sciences, BioISI- Biosystems & Integrative Sciences Institute, Campo Grande, Lisboa, Portugal
| | - Hugo M Botelho
- University of Lisboa, Faculty of Sciences, BioISI- Biosystems & Integrative Sciences Institute, Campo Grande, Lisboa, Portugal
| | - Lisete Sousa
- University of Lisboa, Faculty of Sciences, DEIO and CEAUL, Portugal
| | - Andre O Falcao
- University of Lisboa, Faculty of Sciences, Department of Informatics, Portugal
| | - Margarida D Amaral
- University of Lisboa, Faculty of Sciences, BioISI- Biosystems & Integrative Sciences Institute, Campo Grande, Lisboa, Portugal
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49
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Bastos HP, Sousa L, Clarke LA, Couto FM. GRYFUN: a web application for GO term annotation visualization and analysis in protein sets. PLoS One 2015; 10:e0119631. [PMID: 25794277 PMCID: PMC4368792 DOI: 10.1371/journal.pone.0119631] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 01/31/2015] [Indexed: 11/29/2022] Open
Abstract
Functional context for biological sequence is provided in the form of annotations. However, within a group of similar sequences there can be annotation heterogeneity in terms of coverage and specificity. This in turn can introduce issues regarding the interpretation of actual functional similarity and overall functional coherence of such a group. One way to mitigate such issues is through the use of visualization and statistical techniques. Therefore, in order to help interpret this annotation heterogeneity we created a web application that generates Gene Ontology annotation graphs for protein sets and their associated statistics from simple frequencies to enrichment values and Information Content based metrics. The publicly accessible website http://xldb.di.fc.ul.pt/gryfun/ currently accepts lists of UniProt accession numbers in order to create user-defined protein sets for subsequent annotation visualization and statistical assessment. GRYFUN is a freely available web application that allows GO annotation visualization of protein sets and which can be used for annotation coherence and cohesiveness analysis and annotation extension assessments within under-annotated protein sets.
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Affiliation(s)
- Hugo P. Bastos
- LaSIGE, Departamento de Informática, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
- * E-mail:
| | - Lisete Sousa
- Departamento de Estatística e Investigação Operacional e Centro de Estatística e Aplicações, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | - Luka A. Clarke
- BioFIG - Centre for Biodiversity, Functional and Integrative Genomics, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | - Francisco M. Couto
- LaSIGE, Departamento de Informática, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
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Adam D, Roux-Delrieu J, Luczka E, Bonnomet A, Lesage J, Mérol JC, Polette M, Abély M, Coraux C. Cystic fibrosis airway epithelium remodelling: involvement of inflammation. J Pathol 2014; 235:408-19. [DOI: 10.1002/path.4471] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Revised: 10/02/2014] [Accepted: 10/21/2014] [Indexed: 12/16/2022]
Affiliation(s)
- Damien Adam
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
| | - Jacqueline Roux-Delrieu
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
| | - Emilie Luczka
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
| | - Arnaud Bonnomet
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
| | - Julien Lesage
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
| | | | - Myriam Polette
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
- Laboratory of Histology; University Hospital Centre; Reims France
| | - Michel Abély
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
- Pediatric Unit A, American Memorial Hospital; University Hospital Centre; Reims France
| | - Christelle Coraux
- INSERM UMR-S 903, SFR CAP-SANTE (FED 4231); University of Reims Champagne-Ardenne; Reims France
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