1
|
Padilla CM, Valenzi E, Tabib T, Nazari B, Sembrat J, Rojas M, Fuschiotti P, Lafyatis R. Increased CD8+ tissue resident memory T cells, regulatory T cells and activated natural killer cells in systemic sclerosis lungs. Rheumatology (Oxford) 2024; 63:837-845. [PMID: 37310903 PMCID: PMC10907815 DOI: 10.1093/rheumatology/kead273] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 05/10/2023] [Accepted: 05/15/2023] [Indexed: 06/15/2023] Open
Abstract
OBJECTIVE Multiple observations indicate a role for lymphocytes in driving autoimmunity in SSc. While T and NK cells have been studied in SSc whole blood and bronchoalveolar lavage fluid, their role remains unclear, partly because no studies have analysed these cell types in SSc-interstitial lung disease (ILD) lung tissue. This research aimed to identify and analyse the lymphoid subpopulations in SSc-ILD lung explants. METHODS Lymphoid populations from 13 SSc-ILD and 6 healthy control (HC) lung explants were analysed using Seurat following single-cell RNA sequencing. Lymphoid clusters were identified by their differential gene expression. Absolute cell numbers and cell proportions in each cluster were compared between cohorts. Additional analyses were performed using pathway analysis, pseudotime and cell ligand-receptor interactions. RESULTS Activated CD16+ NK cells, CD8+ tissue resident memory T cells and Treg cells were proportionately higher in SSc-ILD compared with HC lungs. Activated CD16+ NK cells in SSc-ILD showed upregulated granzyme B, IFN-γ and CD226. Amphiregulin, highly upregulated by NK cells, was predicted to interact with epidermal growth factor receptor on several bronchial epithelial cell populations. Shifts in CD8+ T cell populations indicated a transition from resting to effector to tissue resident phenotypes in SSc-ILD. CONCLUSIONS SSc-ILD lungs show activated lymphoid populations. Activated cytotoxic NK cells suggest they may kill alveolar epithelial cells, while their expression of amphiregulin suggests they may also induce bronchial epithelial cell hyperplasia. CD8+ T cells in SSc-ILD appear to transition from resting to the tissue resident memory phenotype.
Collapse
Affiliation(s)
- Cristina M Padilla
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Eleanor Valenzi
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Tracy Tabib
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Banafsheh Nazari
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - John Sembrat
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Mauricio Rojas
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Ohio State University College of Medicine, Columbus, OH, USA
| | - Patrizia Fuschiotti
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Robert Lafyatis
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| |
Collapse
|
2
|
Cruz T, Agudelo Garcia PA, Chamucero-Millares JA, Bondonese A, Mitash N, Sembrat J, Tabib T, Zhang W, Seyed N, Peters V, Stacey S, Vignali D, Mora AL, Lafyatis R, Rojas M. End-Stage Idiopathic Pulmonary Fibrosis Lung Microenvironment Promotes Impaired NK Activity. J Immunol 2023; 211:1073-1081. [PMID: 37566492 DOI: 10.4049/jimmunol.2300182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 07/19/2023] [Indexed: 08/13/2023]
Abstract
Idiopathic pulmonary fibrosis (IPF) is a fibrotic age-related chronic lung disease characterized by the accumulation of senescent cells. Whether impaired immune response is responsible for the accumulation of senescent cells in the IPF lung remains unknown. In this study, we characterized the NK phenotype in IPF lungs via flow cytometry using 5-dodecanoylaminofluorescein di-β-d-galactopyranoside, markers of tissue residence, and chemokine receptors. The effect of the lung microenvironment was evaluated using lung fibroblast (LF) conditioned media (CM), and the bleomycin-induced pulmonary fibrosis mouse model was used to assess the in vivo relationship between NK cells and the accumulation of senescent cells. We found that NK cells from the lower lobe of IPF patients exhibited immune-senescent and impaired CD57-NKG2A+ phenotype. We also observed that culture of NK cells from healthy donors in CM from IPF lower lobe lung fibroblasts induced a senescent-like phenotype and impaired cytotoxic capacity. There is an impaired NK recruitment by LF, and NKs presented decreased migration toward their CM. In addition, NK cell-depleted mice treated with bleomycin showed increased collagen deposition and accumulation of different populations of senescent cells compared with controls. The IPF lung microenvironment induces a dysfunctional NK phenotype limiting the clearance of lung senescent cells and the resolution of lung fibrosis. We propose that impaired NK activity could be one of the mechanisms responsible for perpetuating the accumulation of senescent cells in IPF lungs.
Collapse
Affiliation(s)
- Tamara Cruz
- Fundacio Clinic per a la Recerca Biomedica, IDIBAPS, 08036 Barcelona, Spain
| | - Paula A Agudelo Garcia
- Division of Pulmonary, Critical Care & Sleep Medicine, The Ohio State University, Columbus, OH
| | | | - Anna Bondonese
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Nilay Mitash
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - John Sembrat
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Tracy Tabib
- Division of Rheumatology and Clinical Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Wenping Zhang
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Nouraie Seyed
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Victor Peters
- Division of Pulmonary, Critical Care & Sleep Medicine, The Ohio State University, Columbus, OH
| | - Sean Stacey
- Division of Pulmonary, Critical Care & Sleep Medicine, The Ohio State University, Columbus, OH
- Comprehensive Transplant Center, Division of Transplant Surgery, The Ohio State University, Columbus, OH
- The Davis Heart and Lung Research Institute at The Ohio State University Wexner Medical, College of Medicine, Columbus, OH
| | - Dario Vignali
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA
- Tumor Microenvironment Center, University of Pittsburgh School of Medicine, Pittsburgh, PA
- Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Ana L Mora
- Division of Pulmonary, Critical Care & Sleep Medicine, The Ohio State University, Columbus, OH
| | - Robert Lafyatis
- Division of Rheumatology and Clinical Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Mauricio Rojas
- Division of Pulmonary, Critical Care & Sleep Medicine, The Ohio State University, Columbus, OH
| |
Collapse
|
3
|
Bondonese A, Craig A, Fan L, Valenzi E, Bain W, Lafyatis R, Sembrat J, Chen K, Snyder ME. Impact of enzymatic digestion on single cell suspension yield from peripheral human lung tissue. Cytometry A 2023; 103:777-785. [PMID: 37449375 PMCID: PMC10592386 DOI: 10.1002/cyto.a.24777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/26/2023] [Accepted: 07/11/2023] [Indexed: 07/18/2023]
Abstract
An increasing number of translational investigations of lung biology rely on analyzing single cell suspensions obtained from human lungs. To obtain these single cell suspensions, human lungs from biopsies or research-consented organ donors must be subjected to mechanical and enzymatic digestion prior to analysis with either flow cytometry or single cell RNA sequencing. A variety of enzymes have been used to perform tissue digestion, each with potential limitations. To better understand the limitations of each enzymatic digestion protocol and to establish a framework for comparing studies across protocols, we performed five commonly published protocols in parallel from identical samples obtained from 6 human lungs. Following mechanical (gentleMACS™) and enzymatic digestion, we quantified cell count and viability using a Nexcelom Cellometer and determined cell phenotype using multiparameter spectral flow cytometry (Cytek™ Aurora). We found that all protocols were superior in cellular yield and viability when compared to mechanical digestion alone. Protocols high in dispase cleaved immune markers CD4, CD8, CD69, and CD103 and contributed to an increased monocyte to macrophage yield. Similarly, dispase led to a differential epithelial cell yield, with increased TSPN8+ and ITGA6+ epithelial cells and reduced CD66e+ cells. When compared to collagenase D, collagenase P protocols yielded increased AT1 and AT2 cells and decreased endothelial cells. These results provide a framework for selecting an enzymatic digestion protocol best suited to the scientific question and allow for comparison of studies using different protocols.
Collapse
Affiliation(s)
| | - Andrew Craig
- Department of Medicine, University of Pittsburgh
| | - Li Fan
- Department of Medicine, University of Pittsburgh
| | | | - William Bain
- Department of Medicine, University of Pittsburgh
| | | | - John Sembrat
- Department of Medicine, University of Pittsburgh
| | - Kong Chen
- Department of Medicine, University of Pittsburgh
| | - Mark E. Snyder
- Department of Medicine, University of Pittsburgh
- Department of Immunology, University of Pittsburgh
- Starzl Transplantation Institute
| |
Collapse
|
4
|
Cruz T, Mendoza N, Casas-Recasens S, Noell G, Hernandez-Gonzalez F, Frino-Garcia A, Alsina-Restoy X, Molina M, Rojas M, Agustí A, Sellares J, Faner R. Lung immune signatures define two groups of end-stage IPF patients. Respir Res 2023; 24:236. [PMID: 37770891 PMCID: PMC10540496 DOI: 10.1186/s12931-023-02546-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 09/21/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND The role of the immune system in the pathobiology of Idiopathic Pulmonary Fibrosis (IPF) is controversial. METHODS To investigate it, we calculated immune signatures with Gene Set Variation Analysis (GSVA) and applied them to the lung transcriptome followed by unbiased cluster analysis of GSVA immune-enrichment scores, in 109 IPF patients from the Lung Tissue Research Consortium (LTRC). Results were validated experimentally using cell-based methods (flow cytometry) in lung tissue of IPF patients from the University of Pittsburgh (n = 26). Finally, differential gene expression and hypergeometric test were used to explore non-immune differences between clusters. RESULTS We identified two clusters (C#1 and C#2) of IPF patients of similar size in the LTRC dataset. C#1 included 58 patients (53%) with enrichment in GSVA immune signatures, particularly cytotoxic and memory T cells signatures, whereas C#2 included 51 patients (47%) with an overall lower expression of GSVA immune signatures (results were validated by flow cytometry with similar unbiased clustering generation). Differential gene expression between clusters identified differences in cilium, epithelial and secretory cell genes, all of them showing an inverse correlation with the immune response signatures. Notably, both clusters showed distinct features despite clinical similarities. CONCLUSIONS In end-stage IPF lung tissue, we identified two clusters of patients with very different levels of immune signatures and gene expression but with similar clinical characteristics. Weather these immune clusters differentiate diverse disease trajectories remains unexplored.
Collapse
Affiliation(s)
- Tamara Cruz
- Centro Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Barcelona, Spain
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
| | - Núria Mendoza
- Centro Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Barcelona, Spain
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Sandra Casas-Recasens
- Centro Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Barcelona, Spain
| | - Guillaume Noell
- Centro Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Barcelona, Spain
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
| | - Fernanda Hernandez-Gonzalez
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
- Department of Pulmonology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Alejandro Frino-Garcia
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
- Department of Pulmonology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Xavi Alsina-Restoy
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
- Department of Pulmonology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - María Molina
- Interstitial Lung Disease Unit, Respiratory Department, University Hospital of Bellvitge, IDIBELL, Hospitalet de Llobregat (Barcelona), CIBERES, Barcelona, Spain
| | - Mauricio Rojas
- Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Alvar Agustí
- Centro Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Barcelona, Spain
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
- Department of Pulmonology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Jacobo Sellares
- Centro Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Barcelona, Spain
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain
- Department of Pulmonology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Rosa Faner
- Centro Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Barcelona, Spain.
- Fundació Clínic Per a La Recerca Biomèdica - IDIBAPS (FCRB-IDIBAPS), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain.
- Biomedicine Department, University of Barcelona, Barcelona, Spain.
| |
Collapse
|
5
|
Jia M, Sayed K, Kapetanaki MG, Dion W, Rosas L, Irfan S, Valenzi E, Mora AL, Lafyatis RA, Rojas M, Zhu B, Benos PV. LEF1 isoforms regulate cellular senescence and aging. bioRxiv 2023:2023.07.20.549883. [PMID: 37502913 PMCID: PMC10370160 DOI: 10.1101/2023.07.20.549883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Background The study of aging and its mechanisms, such as cellular senescence, has provided valuable insights into age-related pathologies, thus contributing to their prevention and treatment. The current abundance of high throughput data combined with the surge of robust analysis algorithms has facilitated novel ways of identifying underlying pathways that may drive these pathologies. Methods With the focus on identifying key regulators of lung aging, we performed comparative analyses of transcriptional profiles of aged versus young human subjects and mice, focusing on the common age-related changes in the transcriptional regulation in lung macrophages, T cells, and B immune cells. Importantly, we validated our findings in cell culture assays and human lung samples. Results We identified Lymphoid Enhancer Binding Factor 1 (LEF1) as an important age-associated regulator of gene expression in all three cell types across different tissues and species. Follow-up experiments showed that the differential expression of long and short LEF1 isoforms is a key regulatory mechanism of cellular senescence. Further examination of lung tissue from patients with Idiopathic Pulmonary Fibrosis (IPF), an age-related disease with strong ties to cellular senescence, we demonstrated a stark dysregulation of LEF1. Conclusions Collectively, our results suggest that the LEF1 is a key factor of aging, and its differential regulation is associated with human and murine cellular senescence.
Collapse
Affiliation(s)
- Minxue Jia
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Joint Carnegie Mellon University-University of Pittsburgh Ph.D. Program in Computational Biology, Pittsburgh, Pennsylvania, USA
| | - Khaled Sayed
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Epidemiology, University of Florida, Gainesville, Florida, USA
| | - Maria G. Kapetanaki
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - William Dion
- Aging Institute of UPMC, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Lorena Rosas
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Saad Irfan
- Aging Institute of UPMC, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Eleanor Valenzi
- Department of Rheumatology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ana L. Mora
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Robert A. Lafyatis
- Department of Rheumatology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Mauricio Rojas
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Bokai Zhu
- Aging Institute of UPMC, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Pittsburgh Liver Research Center, University of Pittsburgh, Pennsylvania, USA
| | - Panayiotis V. Benos
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Joint Carnegie Mellon University-University of Pittsburgh Ph.D. Program in Computational Biology, Pittsburgh, Pennsylvania, USA
- Department of Epidemiology, University of Florida, Gainesville, Florida, USA
| |
Collapse
|
6
|
Huo R, Huang X, Yang Y, Yang Y, Lin J. Potential of resveratrol in the treatment of interstitial lung disease. Front Pharmacol 2023; 14:1139460. [PMID: 37089962 PMCID: PMC10117935 DOI: 10.3389/fphar.2023.1139460] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 03/09/2023] [Indexed: 04/08/2023] Open
Abstract
Interstitial lung disease (ILD) is a heterogeneous group of diseases characterized by lung injury caused by lung fibroblast proliferation, interstitial inflammation, and fibrosis. Different cell signal transduction pathways are activated in response to various proinflammatory or fibrotic cytokines, such as IL-6, and these cytokines are increased in different ILDs. The overexpressed cytokines and growth factors in ILD can activate TGF-β/Smad2/3/4, NF-κB, and JAK/STAT signal transduction pathways, promote the activation of immune cells, increase the release of pro-inflammatory and pro-fibrotic factors, differentiate fibroblasts into myofibroblasts, and promote the occurrence and development of ILD. This finding suggests the importance of signal transduction pathways in patients with ILD. Recent evidence suggests that resveratrol (RSV) attenuates excessive inflammation and pulmonary fibrosis by inhibiting the TGF-β/Smad2/3/4, NF-κB, and JAK/STAT signal transduction pathways and overactivation of immune cells. In this review, advances in lung protection and the underlying mechanisms of RSV are summarized, and the potential efficacy of RSV as a promising treatment option for ILD is highlighted.
Collapse
Affiliation(s)
| | | | | | | | - Jinying Lin
- Department of Rheumatology and Immunology, Guangxi Academy of Medical Sciences, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| |
Collapse
|
7
|
Guo R, Zhou Y, Lin F, Li M, Tan C, Xu B. A novel gene signature based on the hub genes of COVID-19 predicts the prognosis of idiopathic pulmonary fibrosis. Front Pharmacol 2022; 13:981604. [PMID: 36147332 PMCID: PMC9489050 DOI: 10.3389/fphar.2022.981604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 08/15/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Increasing evidence has demonstrated that there was a strong correlation between COVID-19 and idiopathic pulmonary fibrosis (IPF). However, the studies are limited, and the real biological mechanisms behind the IPF progression were still uncleared.Methods: GSE70866 and GSE 157103 datasets were downloaded. The weight gene co-expression network analysis (WGCNA) algorithms were conducted to identify the most correlated gene module with COVID-19. Then the genes were extracted to construct a risk signature in IPF patients by performing Univariate and Lasso Cox Regression analysis. Univariate and Multivariate Cox Regression analyses were used to identify the independent value for predicting the prognosis of IPF patients. What’s more, the Kyoto Encyclopedia of Genes and Genomes (KEGG), Gene Ontology (GO), and gene set enrichment analysis (GSEA) were conducted to unveil the potential biological pathways. CIBERSORT algorithms were performed to calculate the correlation between the risk score and immune cells infiltrating levels.Results: Two hundred thirty three differentially expressed genes were calculated as the hub genes in COVID-19. Fourteen of these genes were identified as the prognostic differentially expressed genes in IPF. Three (MET, UCHL1, and IGF1) of the fourteen genes were chosen to construct the risk signature. The risk signature can greatly predict the prognosis of high-risk and low-risk groups based on the calculated risk score. The functional pathway enrichment analysis and immune infiltrating analysis showed that the risk signature may regulate the immune-related pathways and immune cells.Conclusion: We identified prognostic differentially expressed hub genes related to COVID-19 in IPF. A risk signature was constructed based on those genes and showed great value for predicting the prognosis in IPF patients. What’s more, three genes in the risk signature may be clinically valuable as potential targets for treating IPF patients and IPF patients with COVID-19.
Collapse
Affiliation(s)
- Run Guo
- Department of Respiratory Medicine, Beijing Friendship Hospital of Capital Medical University, Beijing, China
| | - Yuefei Zhou
- Department of Orthopedics Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Fang Lin
- Department of Respiratory Medicine, Beijing Friendship Hospital of Capital Medical University, Beijing, China
| | - Mengxing Li
- Department of Respiratory Medicine, Beijing Friendship Hospital of Capital Medical University, Beijing, China
| | - Chunting Tan
- Department of Respiratory Medicine, Beijing Friendship Hospital of Capital Medical University, Beijing, China
- *Correspondence: Chunting Tan, ; Bo Xu,
| | - Bo Xu
- Department of Respiratory Medicine, Beijing Friendship Hospital of Capital Medical University, Beijing, China
- *Correspondence: Chunting Tan, ; Bo Xu,
| |
Collapse
|
8
|
Ikonomou L, Magnusson M, Dries R, Herzog EL, Hynds RE, Borok Z, Park JA, Skolasinski S, Burgess JK, Turner L, Mojarad SM, Mahoney JE, Lynch T, Lehmann M, Thannickal VJ, Hook JL, Vaughan AE, Hoffman ET, Weiss DJ, Ryan AL. Stem cells, cell therapies, and bioengineering in lung biology and disease 2021. Am J Physiol Lung Cell Mol Physiol 2022; 323:L341-L354. [PMID: 35762622 PMCID: PMC9484991 DOI: 10.1152/ajplung.00113.2022] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/14/2022] [Accepted: 06/23/2022] [Indexed: 12/15/2022] Open
Abstract
The 9th biennial conference titled "Stem Cells, Cell Therapies, and Bioengineering in Lung Biology and Diseases" was hosted virtually, due to the ongoing COVID-19 pandemic, in collaboration with the University of Vermont Larner College of Medicine, the National Heart, Lung, and Blood Institute, the Alpha-1 Foundation, the Cystic Fibrosis Foundation, and the International Society for Cell & Gene Therapy. The event was held from July 12th through 15th, 2021 with a pre-conference workshop held on July 9th. As in previous years, the objectives remained to review and discuss the status of active research areas involving stem cells (SCs), cellular therapeutics, and bioengineering as they relate to the human lung. Topics included 1) technological advancements in the in situ analysis of lung tissues, 2) new insights into stem cell signaling and plasticity in lung remodeling and regeneration, 3) the impact of extracellular matrix in stem cell regulation and airway engineering in lung regeneration, 4) differentiating and delivering stem cell therapeutics to the lung, 5) regeneration in response to viral infection, and 6) ethical development of cell-based treatments for lung diseases. This selection of topics represents some of the most dynamic and current research areas in lung biology. The virtual workshop included active discussion on state-of-the-art methods relating to the core features of the 2021 conference, including in situ proteomics, lung-on-chip, induced pluripotent stem cell (iPSC)-airway differentiation, and light sheet microscopy. The conference concluded with an open discussion to suggest funding priorities and recommendations for future research directions in basic and translational lung biology.
Collapse
Affiliation(s)
- Laertis Ikonomou
- Department of Oral Biology, University at Buffalo, State University of New York, Buffalo, New York
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University at Buffalo, State University of New York, Buffalo, New York
| | - Mattias Magnusson
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Ruben Dries
- Section of Hematology and Medical Oncology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Erica L Herzog
- Yale Interstitial Lung Disease Center of Excellence, Pulmonary and Critical Care Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Robert E Hynds
- Epithelial Cell Biology in ENT Research Group, Developmental Biology and Cancer Department, UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Zea Borok
- Division of Pulmonary, Critical Care and Sleep Medicine, University of California, San Diego, California
| | - Jin-Ah Park
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | - Janette K Burgess
- Department of Pathology and Medical Biology, Groningen Research Institute for Asthma and COPD, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Leigh Turner
- Department of Health, Society, and Behavior, University of California, Irvine Program In Public Health, Irvine, California
| | - Sarah M Mojarad
- Engineering in Society Program, Viterbi School of Engineering, University of Southern California, Los Angeles, California
| | | | - Thomas Lynch
- Department of Surgery, Carver College of Medicine, University of Iowa, Iowa City, Iowa
| | - Mareike Lehmann
- Institute of Lung Health and Immunity, Comprehensive Pneumology Center Munich, Helmholtz Zentrum München, Munich, Germany
| | - Victor J Thannickal
- John W. Deming Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana
| | - Jamie L Hook
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York City, New York
- Global Health and Emerging Pathogens Institute, Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York City, New York
| | - Andrew E Vaughan
- Department of Biomedical Sciences, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Evan T Hoffman
- Department of Medicine, University of Vermont, Burlington, Vermont
| | - Daniel J Weiss
- Department of Medicine, University of Vermont, Burlington, Vermont
| | - Amy L Ryan
- Hastings Center for Pulmonary Research, Department of Medicine, University of Southern California, Los Angeles, California
- Department of Stem Cell and Regenerative Medicine, University of Southern California, Los Angeles, California
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, Iowa
| |
Collapse
|
9
|
Zheng J, Dong H, Zhang T, Ning J, Xu Y, Cai C. Development and Validation of a Novel Gene Signature for Predicting the Prognosis of Idiopathic Pulmonary Fibrosis Based on Three Epithelial-Mesenchymal Transition and Immune-Related Genes. Front Genet 2022; 13:865052. [PMID: 35559024 PMCID: PMC9086533 DOI: 10.3389/fgene.2022.865052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 03/23/2022] [Indexed: 12/15/2022] Open
Abstract
Background: Increasing evidence has revealed that epithelial–mesenchymal transition (EMT) and immunity play key roles in idiopathic pulmonary fibrosis (IPF). However, correlation between EMT and immune response and the prognostic significance of EMT in IPF remains unclear. Methods: Two microarray expression profiling datasets (GSE70866 and GSE28221) were downloaded from the Gene Expression Omnibus (GEO) database. EMT- and immune-related genes were identified by gene set variation analysis (GSVA) and the Estimation of STromal and Immune cells in MAlignant Tumors using Expression data (ESTIMATE) algorithm. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed to investigate the functions of these EMT- and immune-related genes. Cox and least absolute shrinkage and selection operator (LASSO) regression analyses were used to screen prognostic genes and establish a gene signature. Gene Set Enrichment Analysis (GSEA) and Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts (CIBERSORT) were used to investigate the function of the EMT- and immune-related signatures and correlation between the EMT- and immune-related signatures and immune cell infiltration. Quantitative real-time polymerase chain reaction (qRT-PCR) was performed to investigate the mRNA expression of genes in the EMT- and immune-related signatures. Results: Functional enrichment analysis suggested that these genes were mainly involved in immune response. Moreover, the EMT- and immune-related signatures were constructed based on three EMT- and immune-related genes (IL1R2, S100A12, and CCL8), and the K–M and ROC curves presented that the signature could affect the prognosis of IPF patients and could predict the 1-, 2-, and 3-year survival well. Furthermore, a nomogram was developed based on the expression of IL1R2, S100A12, and CCL8, and the calibration curve showed that the nomogram could visually and accurately predict the 1-, 2-, 3-year survival of IPF patients. Finally, we further found that immune-related pathways were activated in the high-risk group of patients, and the EMT- and immune-related signatures were associated with NK cells activated, macrophages M0, dendritic cells resting, mast cells resting, and mast cells activated. qRT-PCR suggested that the mRNA expression of IL1R2, S100A12, and CCL8 was upregulated in whole blood of IPF patients compared with normal samples. Conclusion: IL1R2, S100A12, and CCL8 might play key roles in IPF by regulating immune response and could be used as prognostic biomarkers of IPF.
Collapse
Affiliation(s)
- Jiafeng Zheng
- Department of Pediatric Respiratory Medicine, Tianjin Children's Hospital (Tianjin University Children's Hospital), Tianjin, China
| | - Hanquan Dong
- Department of Pediatric Respiratory Medicine, Tianjin Children's Hospital (Tianjin University Children's Hospital), Tianjin, China
| | - Tongqiang Zhang
- Department of Pediatric Respiratory Medicine, Tianjin Children's Hospital (Tianjin University Children's Hospital), Tianjin, China
| | - Jing Ning
- Department of Pediatric Respiratory Medicine, Tianjin Children's Hospital (Tianjin University Children's Hospital), Tianjin, China
| | - Yongsheng Xu
- Department of Pediatric Respiratory Medicine, Tianjin Children's Hospital (Tianjin University Children's Hospital), Tianjin, China
| | - Chunquan Cai
- Tianjin Institute of Pediatrics(Tianjin Key Laboratory of Birth Defects for Prevention and Treatment), Tianjin Children's Hospital (Tianjin University Children's Hospital), Tianjin, China
| |
Collapse
|