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Salinas EA, Macauley V, Keeling KM, Edwards YJK. Discovery of dysregulated circular RNAs in whole blood transcriptomes from cystic fibrosis patients - implication of a role for cellular senescence in cystic fibrosis. J Cyst Fibros 2023; 22:683-693. [PMID: 37142522 PMCID: PMC10947771 DOI: 10.1016/j.jcf.2023.04.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 04/14/2023] [Accepted: 04/26/2023] [Indexed: 05/06/2023]
Abstract
BACKGROUND A largely unexplored area of research is the identification and characterization of circular RNA (circRNA) in cystic fibrosis (CF). This study is the first to identify and characterize alterations in circRNA expression in cells lacking CFTR function. The circRNA expression profiles in whole blood transcriptomes from CF patients homozygous for the pathogenetic variant F508delCFTR are compared to healthy controls. METHODS We developed a circRNA pipeline called circRNAFlow utilizing Nextflow. Whole blood transcriptomes from CF patients homozygous for the F508delCFTR-variant and healthy controls were utilized as input to circRNAFlow to discover dysregulated circRNA expression in CF samples compared to wild-type controls. Pathway enrichment analyzes were performed to investigate potential functions of dysregulated circRNAs in whole blood transcriptomes from CF samples compared to wild-type controls. RESULTS A total of 118 dysregulated circRNAs were discovered in whole blood transcriptomes from CF patients homozygous for the F508delCFTR variant compared to healthy controls. 33 circRNAs were up regulated whilst 85 circRNAs were down regulated in CF samples compared to healthy controls. The overrepresented pathways of the host genes harboring dysregulated circRNA in CF samples compared to controls include positive regulation of responses to endoplasmic reticulum stress, intracellular transport, protein serine/threonine kinase activity, phospholipid-translocating ATPase complex, ferroptosis and cellular senescence. These enriched pathways corroborate the role of dysregulated cellular senescence in CF. CONCLUSION This study highlights the underexplored roles of circRNAs in CF with a perspective to provide a more complete molecular characterization of CF.
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Affiliation(s)
- Edward A Salinas
- Department of Biochemistry and Molecular Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Victor Macauley
- Department of Biochemistry and Molecular Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Kim M Keeling
- Department of Biochemistry and Molecular Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA; Gregory Fleming James Cystic Fibrosis Research Center, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Yvonne J K Edwards
- Department of Biochemistry and Molecular Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA; Gregory Fleming James Cystic Fibrosis Research Center, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA; Department of Cell, Development and Integrative Biology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
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2
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Gustafsson C, Hauenstein J, Frengen N, Krstic A, Luc S, Månsson R. T-RHEX-RNAseq - a tagmentation-based, rRNA blocked, random hexamer primed RNAseq method for generating stranded RNAseq libraries directly from very low numbers of lysed cells. BMC Genomics 2023; 24:205. [PMID: 37069502 PMCID: PMC10111750 DOI: 10.1186/s12864-023-09279-4] [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: 10/25/2022] [Accepted: 03/28/2023] [Indexed: 04/19/2023] Open
Abstract
BACKGROUND RNA sequencing has become the mainstay for studies of gene expression. Still, analysis of rare cells with random hexamer priming - to allow analysis of a broader range of transcripts - remains challenging. RESULTS We here describe a tagmentation-based, rRNA blocked, random hexamer primed RNAseq approach (T-RHEX-RNAseq) for generating stranded RNAseq libraries from very low numbers of FACS sorted cells without RNA purification steps. CONCLUSION T-RHEX-RNAseq provides an easy-to-use, time efficient and automation compatible method for generating stranded RNAseq libraries from rare cells.
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Affiliation(s)
- Charlotte Gustafsson
- Department of Laboratory Medicine, Division of Clinical Immunology, Karolinska Institutet, ANA Futura, Alfred Nobels Allé 8 floor 7, Huddinge, SE-141 52, Sweden
| | - Julia Hauenstein
- Department of Laboratory Medicine, Division of Clinical Immunology, Karolinska Institutet, ANA Futura, Alfred Nobels Allé 8 floor 7, Huddinge, SE-141 52, Sweden
| | - Nicolai Frengen
- Department of Laboratory Medicine, Division of Clinical Immunology, Karolinska Institutet, ANA Futura, Alfred Nobels Allé 8 floor 7, Huddinge, SE-141 52, Sweden
| | - Aleksandra Krstic
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Sidinh Luc
- Center for Hematology and Regenerative Medicine (HERM), Karolinska Institutet, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Robert Månsson
- Department of Laboratory Medicine, Division of Clinical Immunology, Karolinska Institutet, ANA Futura, Alfred Nobels Allé 8 floor 7, Huddinge, SE-141 52, Sweden.
- Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
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3
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Abstract
Cystic fibrosis (CF) pathophysiology is hallmarked by excessive inflammation and the inability to resolve lung infections, contributing to morbidity and eventually mortality. Paradoxically, despite a robust inflammatory response, CF lungs fail to clear bacteria and are susceptible to chronic infections. Impaired mucociliary transport plays a critical role in chronic infection but the immune mechanisms contributing to the adaptation of bacteria to the lung microenvironment is not clear. CFTR modulator therapy has advanced CF life expectancy opening up the need to understand changes in immunity as CF patients age. Here, we have summarized the current understanding of immune dysregulation in CF.
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Affiliation(s)
- Emanuela M Bruscia
- Department of Pediatrics, Section of Pulmonology, Allergy, Immunology and Sleep Medicine, Yale University School of Medicine, New Haven, CT, USA.
| | - Tracey L Bonfield
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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4
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Zhang X, Moore CM, Harmacek LD, Domenico J, Rangaraj VR, Ideozu JE, Knapp JR, Woods KJ, Jump S, Jia S, Prokop JW, Bowler R, Hessner MJ, Gelfand EW, Levy H. CFTR-mediated monocyte/macrophage dysfunction revealed by cystic fibrosis proband-parent comparisons. JCI Insight 2022; 7:152186. [PMID: 35315363 PMCID: PMC8986072 DOI: 10.1172/jci.insight.152186] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 02/02/2022] [Indexed: 12/23/2022] Open
Abstract
Cystic fibrosis (CF) is an inherited disorder caused by biallelic mutations of the CF transmembrane conductance regulator (CFTR) gene. Converging evidence suggests that CF carriers with only 1 defective CFTR copy are at increased risk for CF-related conditions and pulmonary infections, but the molecular mechanisms underpinning this effect remain unknown. We performed transcriptomic profiling of peripheral blood mononuclear cells (PBMCs) of CF child-parent trios (proband, father, and mother) and healthy control (HC) PBMCs or THP-1 cells incubated with the plasma of these participants. Transcriptomic analyses revealed suppression of cytokine-enriched immune-related genes (IL-1β, CXCL8, CREM), implicating lipopolysaccharide tolerance in innate immune cells (monocytes) of CF probands and their parents. These data suggest that a homozygous as well as a heterozygous CFTR mutation can modulate the immune/inflammatory system. This conclusion is further supported by the finding of lower numbers of circulating monocytes in CF probands and their parents, compared with HCs, and the abundance of mononuclear phagocyte subsets, which correlated with Pseudomonas aeruginosa infection, lung disease severity, and CF progression in the probands. This study provides insight into demonstrated CFTR-related innate immune dysfunction in individuals with CF and carriers of a CFTR mutation that may serve as a target for personalized therapy.
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Affiliation(s)
- Xi Zhang
- Data Science program, Weinberg College of Arts and Sciences, Northwestern University, Evanston, Illinois, USA.,Division of Pediatric Pulmonary Medicine, Department of Pediatrics, and
| | - Camille M Moore
- Center for Genes, Environment and Health, National Jewish Health, Denver, Colorado, USA
| | - Laura D Harmacek
- Center for Genes, Environment and Health, National Jewish Health, Denver, Colorado, USA
| | - Joanne Domenico
- Division of Pediatric Pulmonary Medicine, Department of Pediatrics, and
| | - Vittobai Rashika Rangaraj
- Division of Pulmonary & Sleep Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Justin E Ideozu
- Genomic Medicine, Genomics Research Center, AbbVie, North Chicago, Illinois, USA
| | - Jennifer R Knapp
- Center for Genes, Environment and Health, National Jewish Health, Denver, Colorado, USA
| | - Katherine J Woods
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Stephanie Jump
- Department of Pediatrics, National Jewish Health, Denver, Colorado, USA
| | - Shuang Jia
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.,Max McGee Center for Juvenile Diabetes, Children's Research Institute, Children's Hospital of Wisconsin, Milwaukee, Wisconsin, USA
| | - Jeremy W Prokop
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, Michigan, USA
| | - Russell Bowler
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, and
| | - Martin J Hessner
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.,Max McGee Center for Juvenile Diabetes, Children's Research Institute, Children's Hospital of Wisconsin, Milwaukee, Wisconsin, USA
| | - Erwin W Gelfand
- Division of Cell Biology, Department of Pediatrics, National Jewish Health, Denver, Colorado, USA.,Division of Immunology, Microbiology and Pediatrics, Department of Pediatrics, University of Colorado School of Medicine, Denver, Colorado, USA
| | - Hara Levy
- Division of Pediatric Pulmonary Medicine, Department of Pediatrics, and
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5
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Ekinci İB, Hızal M, Emiralioğlu N, Özçelik U, Yalçın E, Doğru D, Kiper N, Dayangaç-Erden D. Differentially expressed genes associated with disease severity in siblings with cystic fibrosis. Pediatr Pulmonol 2021; 56:910-920. [PMID: 33369261 DOI: 10.1002/ppul.25237] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 11/26/2020] [Accepted: 12/17/2020] [Indexed: 12/19/2022]
Abstract
Cystic fibrosis (CF) is an autosomal recessive disease caused by CFTR gene mutations. Despite having the same mutation, CF patients may demonstrate clinical variability in severity and prognosis of the disease. In this study, we aimed to determine differentially expressed genes between mild and severe siblings with same genotype. We performed targeted real-time polymerase chain reaction based transcriptomic analysis of nasal epithelial cells obtained from two families with two siblings with Class II mutations (F508del/F508del) and (F508del/G85E), one family with three siblings with Class IV mutation (I1234V/I1234V). In severe siblings with Class II mutations, TNFRSF11A, KCNE1, STX1A, SLC9A3R2 were found to be up regulated. CXCL1, CFTR, CXCL2 were found to be down regulated. In the severe sibling with Class IV mutation; mainly genes responsible from complement and coagulation system were identified. Comparison of CF patients to non-CF control; showed that ICAM1 was up regulated whereas EZR, TNFRSF1A, HSPA1A were down regulated in patients. As a result of this study, differentially expressed genes responsible for clinical severity among affected siblings carrying the same mutation were identified. The results will provide an opportunity for the development of novel target molecules for treatment of disease.
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Affiliation(s)
- İlksen Berfin Ekinci
- Department of Medical Biology, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
| | - Mina Hızal
- Department of Pediatric Pulmonology, Ihsan Dogramaci Children's Hospital, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
| | - Nagehan Emiralioğlu
- Department of Pediatric Pulmonology, Ihsan Dogramaci Children's Hospital, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
| | - Uğur Özçelik
- Department of Pediatric Pulmonology, Ihsan Dogramaci Children's Hospital, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
| | - Ebru Yalçın
- Department of Pediatric Pulmonology, Ihsan Dogramaci Children's Hospital, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
| | - Deniz Doğru
- Department of Pediatric Pulmonology, Ihsan Dogramaci Children's Hospital, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
| | - Nural Kiper
- Department of Pediatric Pulmonology, Ihsan Dogramaci Children's Hospital, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
| | - Didem Dayangaç-Erden
- Department of Medical Biology, Hacettepe University Faculty of Medicine, Sıhhiye, Ankara, Turkey
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6
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Abreu SC, Hampton TH, Hoffman E, Dearborn J, Ashare A, Singh Sidhu K, Matthews DE, McKenna DH, Amiel E, Barua J, Krasnodembskaya A, English K, Mahon B, Dos Santos C, Cruz FF, Chambers DC, Liu KD, Matthay MA, Cramer RA, Stanton BA, Rocco PRM, Wargo MJ, Weiss DJ, Rolandsson Enes S. Differential effects of the cystic fibrosis lung inflammatory environment on mesenchymal stromal cells. Am J Physiol Lung Cell Mol Physiol 2020; 319:L908-L925. [PMID: 32901521 PMCID: PMC7792680 DOI: 10.1152/ajplung.00218.2020] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 08/14/2020] [Accepted: 08/23/2020] [Indexed: 12/23/2022] Open
Abstract
Growing evidence demonstrates that human mesenchymal stromal cells (MSCs) modify their in vivo anti-inflammatory actions depending on the specific inflammatory environment encountered. Understanding this better is crucial to refine MSC-based cell therapies for lung and other diseases. Using acute exacerbations of cystic fibrosis (CF) lung disease as a model, the effects of ex vivo MSC exposure to clinical bronchoalveolar lavage fluid (BALF) samples, as a surrogate for the in vivo clinical lung environment, on MSC viability, gene expression, secreted cytokines, and mitochondrial function were compared with effects of BALF collected from healthy volunteers. CF BALF samples that cultured positive for Aspergillus sp. (Asp) induced rapid MSC death, usually within several hours of exposure. Further analyses suggested the fungal toxin gliotoxin as a potential mediator contributing to CF BALF-induced MSC death. RNA sequencing analyses of MSCs exposed to either Asp+ or Asp- CF BALF samples identified a number of differentially expressed transcripts, including those involved in interferon signaling, antimicrobial gene expression, and cell death. Toxicity did not correlate with bacterial lung infections. These results suggest that the potential use of MSC-based cell therapies for CF or other lung diseases may not be warranted in the presence of Aspergillus.
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Affiliation(s)
- Soraia C Abreu
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Thomas H Hampton
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Evan Hoffman
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont
| | - Jacob Dearborn
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont
| | - Alix Ashare
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- Section of Pulmonary and Critical Care Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | | | - Dwight E Matthews
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont
- Department of Chemistry, University of Vermont, Burlington, Vermont
| | - David H McKenna
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota
| | - Eyal Amiel
- Department of Biomedical and Health Sciences, College of Nursing and Health Sciences, University of Vermont, Burlington, Vermont
| | - Jayita Barua
- Division of Pulmonary Disease and Critical Care, University of Vermont, and The Vermont Lung Center, Burlington, Vermont
| | - Anna Krasnodembskaya
- Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen's University of Belfast, Belfast, United Kingdom
| | - Karen English
- Cellular Immunology Laboratory, Biology Department, Human Health Research Institute, Maynooth University, Maynooth, Ireland
| | - Bernard Mahon
- Immunology & Cell Biology Laboratory, Biology Department, Human Health Research Institute, Maynooth University, Maynooth, Ireland
| | - Claudia Dos Santos
- Departments of Medicine and Critical Care Medicine and the Keenan Research Center for Biomedical Science, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Fernanda F Cruz
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
- National Institute of Science and Technology for Regenerative Medicine, Rio de Janeiro, Brazil
| | - Daniel C Chambers
- School of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Queenland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Queensland, Australia
| | - Kathleen D Liu
- Departments of Medicine and Anesthesiology and the Cardiovascular Research Institute, University of California, San Francisco, California
| | - Michael A Matthay
- Departments of Medicine and Anesthesiology and the Cardiovascular Research Institute, University of California, San Francisco, California
| | - Robert A Cramer
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Bruce A Stanton
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Patricia R M Rocco
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
- National Institute of Science and Technology for Regenerative Medicine, Rio de Janeiro, Brazil
| | - Matthew J Wargo
- Department of Microbiology & Molecular Genetics, Larner College of Medicine, University of Vermont, Burlington, Vermont
| | - Daniel J Weiss
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont
| | - Sara Rolandsson Enes
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont
- Department of Experimental Medical Science, Lung Biology Unit, Lund University, Lund, Sweden
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7
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Hisert KB, Birkland TP, Schoenfelt KQ, Long ME, Grogan B, Carter S, Liles WC, McKone EF, Becker L, Manicone AM, Gharib SA. CFTR Modulator Therapy Enhances Peripheral Blood Monocyte Contributions to Immune Responses in People With Cystic Fibrosis. Front Pharmacol 2020; 11:1219. [PMID: 33013356 PMCID: PMC7461946 DOI: 10.3389/fphar.2020.01219] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 07/27/2020] [Indexed: 12/12/2022] Open
Abstract
Background CFTR modulators decrease some etiologies of CF airway inflammation; however, data indicate that non-resolving airway infection and inflammation persist in individuals with CF and chronic bacterial infections. Thus, identification of therapies that diminish airway inflammation without allowing unrestrained bacterial growth remains a critical research goal. Novel strategies for combatting deleterious airway inflammation in the CFTR modulator era require better understanding of cellular contributions to chronic CF airway disease, and how inflammatory cells change after initiation of CFTR modulator therapy. Peripheral blood monocytes, which traffic to the CF airway, can develop both pro-inflammatory and inflammation-resolving phenotypes, represent intriguing cellular targets for focused therapies. This therapeutic approach, however, requires a more detailed knowledge of CF monocyte cellular programming and phenotypes. Material and Methods In order to characterize the inflammatory phenotype of CF monocytes, and how these cells change after initiation of CFTR modulator therapy, we studied adults (n=10) with CF, chronic airway infections, and the CFTR-R117H mutations before and 7 days after initiation of ivacaftor. Transcriptomes of freshly isolated blood monocytes were interrogated by RNA-sequencing (RNA-seq) followed by pathway-based analyses. Plasma concentrations of cytokines and chemokines were evaluated by multiplex ELISA. Results RNAseq identified approximately 50 monocyte genes for which basal expression was significantly changed in all 10 subjects after 7 days of ivacaftor. Of these, the majority were increased in expression post ivacaftor, including many genes traditionally associated with enhanced inflammation and immune responses. Pathway analyses confirmed that transcriptional programs were overwhelmingly up-regulated in monocytes after 7 days of ivacaftor, including biological modules associated with immunity, cell cycle, oxidative phosphorylation, and the unfolded protein response. Ivacaftor increased plasma concentrations of CXCL2, a neutrophil chemokine secreted by monocytes and macrophages, and CCL2, a monocyte chemokine. Conclusions Our results demonstrate that ivacaftor causes acute changes in blood monocyte transcriptional profiles and plasma chemokines, and suggest that increased monocyte inflammatory signals and changes in myeloid cell trafficking may contribute to changes in airway inflammation in people taking CFTR modulators. To our knowledge, this is the first report investigating the transcriptomic response of circulating blood monocytes in CF subjects treated with a CFTR modulator.
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Affiliation(s)
- Katherine B Hisert
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, CO, United States.,Center for Lung Biology, Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Timothy P Birkland
- Center for Lung Biology, Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Kelly Q Schoenfelt
- Ben May Department for Cancer Research, University of Chicago, Chicago, IL, United States
| | - Matthew E Long
- Center for Lung Biology, Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Brenda Grogan
- Department of Medicine, St. Vincent's University Hospital, Dublin, Ireland
| | - Suzanne Carter
- Department of Medicine, St. Vincent's University Hospital, Dublin, Ireland
| | - W Conrad Liles
- Center for Lung Biology, Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Edward F McKone
- Department of Medicine, St. Vincent's University Hospital, Dublin, Ireland
| | - Lev Becker
- Ben May Department for Cancer Research, University of Chicago, Chicago, IL, United States
| | - Anne M Manicone
- Center for Lung Biology, Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Sina A Gharib
- Center for Lung Biology, Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, United States
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8
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Ko EJ, Seo JW, Kim KW, Kim BM, Cho JH, Kim CD, Seok J, Yang CW, Lee SH, Chung BH. Phenotype and molecular signature of CD8+ T cell subsets in T cell- mediated rejections after kidney transplantation. PLoS One 2020; 15:e0234323. [PMID: 32530943 PMCID: PMC7292394 DOI: 10.1371/journal.pone.0234323] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 05/24/2020] [Indexed: 01/08/2023] Open
Abstract
We investigated the phenotype and molecular signatures of CD8+ T cell subsets in kidney-transplant recipients (KTRs) with biopsy-proven T cell-mediated rejection (TCMR). We included 121 KTRs and divided them into three groups according to the pathologic or clinical diagnosis: Normal biopsy control (NC)(n = 32), TCMR (n = 50), and long-term graft survival (LTGS)(n = 39). We used flowcytometry and microarray to analyze the phenotype and molecular signatures of CD8+ T cell subsets using peripheral blood from those patients and analyzed significant gene expressions according to CD8+ T cell subsets. We investigated whether the analysis of CD8+ T cell subsets is useful for predicting the development of TCMR. CCR7+CD8+ T cells significantly decreased, but CD28nullCD57+CD8+ T cells and CCR7-CD45RA+CD8+ T cells showed an increase in the TCMR group compared to other groups (p<0.05 for each); hence CCR7+CD8+ T cells showed significant negative correlations to both effector CD8+ T cells. We identified genes significantly associated with the change of CCR7+CD8+ T, CCR7-CD45RA+CD8+ T, and CD28nullCD57+CD8+ T cells in an ex vivo study and found that most of them were included in the significant genes on in vitro CCR7+CD8+ T cells. Finally, the decrease of CCR7+CD8+ T cells relative to CD28nullCD57+ T or CCR7-CD45RA+CD8+ T cells can predict TCMR significantly in the whole clinical cohort. In conclusion, phenotype and molecular signature of CD8+ T subsets showed a significant relationship to the development of TCMR; hence monitoring of CD8+ T cell subsets may be a useful for predicting TCMR in KTRs.
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Affiliation(s)
- Eun Jeong Ko
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jung-Woo Seo
- Department of Core Research Laboratory, Medical Science Research Institute, Kyung Hee University Hospital at Gangdong, Seoul, Korea
| | - Kyoung Woon Kim
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Bo-Mi Kim
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jang-Hee Cho
- Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Korea
| | - Chan-Duck Kim
- Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Korea
| | - Junhee Seok
- School of Electrical Engineering, Korea University, Seoul, South Korea
| | - Chul Woo Yang
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Sang-Ho Lee
- Department of Internal Medicine, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Byung Ha Chung
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
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