1
|
Raczkowska J, Bielska A, Krętowski A, Niemira M. Extracellular circulating miRNAs as potential non-invasive biomarkers in non-small cell lung cancer patients. Front Oncol 2023; 13:1209299. [PMID: 37546401 PMCID: PMC10401434 DOI: 10.3389/fonc.2023.1209299] [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: 04/20/2023] [Accepted: 06/28/2023] [Indexed: 08/08/2023] Open
Abstract
Non-small cell lung cancer (NSCLC) comprises 85% of all lung cancers and is a malignant condition resistant to advanced-stage treatment. Despite the advancement in detection and treatment techniques, the disease is taking a deadly toll worldwide, being the leading cause of cancer death every year. Current diagnostic methods do not ensure the detection of the disease at an early stage, nor can they predict the risk of its development. There is an urgent need to identify biomarkers that can help predict an individual's risk of developing NSCLC, distinguish NSCLC subtype, allow monitor disease and treatment progression which can improve patient survival. Micro RNAs (miRNAs) represent the class of small and non-coding RNAs involved in gene expression regulation, influencing many biological processes such as proliferation, differentiation, and carcinogenesis. Research reports significant differences in miRNA profiles between healthy and neoplastic tissues in NSCLC. Its abundant presence in biofluids, such as serum, blood, urine, and saliva, makes them easily detectable and does not require invasive collection techniques. Many studies support miRNAs' importance in detecting, predicting, and prognosis of NSCLC, indicating their utility as a promising biomarker. In this work, we reviewed up-to-date research focusing on biofluid miRNAs' role as a diagnostic tool in NSCLC cases. We also discussed the limitations of applying miRNAs as biomarkers and highlighted future areas of interest.
Collapse
Affiliation(s)
- Justyna Raczkowska
- Clinical Research Centre, Medical University of Białystok, Białystok, Poland
| | - Agnieszka Bielska
- Clinical Research Centre, Medical University of Białystok, Białystok, Poland
| | - Adam Krętowski
- Clinical Research Centre, Medical University of Białystok, Białystok, Poland
- Department of Endocrinology, Diabetology and Internal Medicine, Medical University of Białystok, Białystok, Poland
| | - Magdalena Niemira
- Clinical Research Centre, Medical University of Białystok, Białystok, Poland
| |
Collapse
|
2
|
Zissler UM, Thron A, Eckrich J, Bakhtiar S, Schubert R, Zielen S. Bronchial inflammation biomarker patterns link humoral immunodeficiency with bronchiectasis-related small airway dysfunction. Clin Exp Allergy 2022; 52:760-773. [PMID: 35353925 DOI: 10.1111/cea.14140] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 03/09/2022] [Accepted: 03/27/2022] [Indexed: 12/16/2022]
Abstract
BACKGROUND The progression of chronic destructive lung disease in patients with humoral immunodeficiency (ID) and concomitant development of bronchiectasis is difficult to prevent. Lung function tests in these patients typically show bronchial obstruction of the small airways in combination with increased air trapping in the distal airways, which is consistent with small airway dysfunction. OBJECTIVE The objective was to assess the grade of chronic lower airway inflammation and small airway dysfunction from induced sputum and the corresponding local pro-inflammatory mediator pattern to discriminate patients affected by bronchiectasis-related Small Airway Dysfunction (SAD). METHODS In a prospective design, 22 patients with ID (14 CVID, 3 XLA, 3 hyper-IgM syndrome, 1 hyper-IgE syndrome and low IgG levels due to treatment with rituximab and 1 SCID after BMT and persistent humoral defect) and 21 healthy controls were examined. Lung function, Fraction Expiratory Nitric Oxide (FeNO) and pro-inflammatory cytokine levels were compared in subsets of patients with (ID + BE) and without bronchiectasis (ID) pre-stratified using high-resolution computed tomography (HRCT) scans and control subjects. RESULTS Analysis of induced sputum showed significantly increased total cell counts and severe neutrophilic inflammation in ID. The concomitant SAD revealed higher total cell numbers compared to ID. Bronchial inflammation in ID is clearly mirrored by pro-inflammatory mediators IL-1β, IL-6 and CXCL-8, whilst TNF-α revealed a correlation with lung function parameters altered in the context of bronchiectasis-related Small Airway Dysfunction. CONCLUSIONS In spite of immunoglobulin substitution, bronchial inflammation was dominated by neutrophils and was highly increased in patients with ID + BE. Notably, the pro-inflammatory cytokines in patients with ID were significantly increased in induced sputum. The context-dependent cytokine pattern in relation to the presence of concomitant bronchiectasis associated with SAD in ID patients could be helpful in delimiting ID patient subgroups and individualizing therapeutic approaches.
Collapse
Affiliation(s)
- Ulrich M Zissler
- Center of Allergy & Environment (ZAUM), Technical University of Munich and Helmholtz Center Munich, German Research Center for Environmental Health, Germany, Member of the German Center for Lung Research (DZL), Munich, Germany
| | - Aljoscha Thron
- Division of Allergology, Pulmonology and Cystic Fibrosis, Department for Children and Adolescents, Goethe University, Frankfurt, Germany
| | - Jonas Eckrich
- Department of Otorhinolaryngology, University Medical Center Bonn (UKB), Bonn, Germany
| | - Shahrzad Bakhtiar
- Division for Stem Cell Transplantation, Immunology and Intensive Care Unit, Department for Children and Adolescents, Goethe University, Frankfurt, Germany
| | - Ralf Schubert
- Division of Allergology, Pulmonology and Cystic Fibrosis, Department for Children and Adolescents, Goethe University, Frankfurt, Germany
| | - Stefan Zielen
- Division of Allergology, Pulmonology and Cystic Fibrosis, Department for Children and Adolescents, Goethe University, Frankfurt, Germany
| |
Collapse
|
3
|
D’Amato M, Iadarola P, Viglio S. Proteomic Analysis of Human Sputum for the Diagnosis of Lung Disorders: Where Are We Today? Int J Mol Sci 2022; 23:ijms23105692. [PMID: 35628501 PMCID: PMC9144372 DOI: 10.3390/ijms23105692] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 05/13/2022] [Accepted: 05/18/2022] [Indexed: 02/07/2023] Open
Abstract
The identification of markers of inflammatory activity at the early stages of pulmonary diseases which share common characteristics that prevent their clear differentiation is of great significance to avoid misdiagnosis, and to understand the intrinsic molecular mechanism of the disorder. The combination of electrophoretic/chromatographic methods with mass spectrometry is currently a promising approach for the identification of candidate biomarkers of a disease. Since the fluid phase of sputum is a rich source of proteins which could provide an early diagnosis of specific lung disorders, it is frequently used in these studies. This report focuses on the state-of-the-art of the application, over the last ten years (2011-2021), of sputum proteomics in the investigation of severe lung disorders such as COPD; asthma; cystic fibrosis; lung cancer and those caused by COVID-19 infection. Analysis of the complete set of proteins found in sputum of patients affected by these disorders has allowed the identification of proteins whose levels change in response to the organism's condition. Understanding proteome dynamism may help in associating these proteins with alterations in the physiology or progression of diseases investigated.
Collapse
Affiliation(s)
- Maura D’Amato
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy; (M.D.); (S.V.)
| | - Paolo Iadarola
- Department of Biology and Biotechnologies “L. Spallanzani”, University of Pavia, 27100 Pavia, Italy
- Correspondence:
| | - Simona Viglio
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy; (M.D.); (S.V.)
| |
Collapse
|
4
|
Lepissier A, Addy C, Hayes K, Noel S, Bui S, Burgel PR, Dupont L, Eickmeier O, Fayon M, Leal T, Lopes C, Downey DG, Sermet-Gaudelus I. Inflammation biomarkers in sputum for clinical trials in cystic fibrosis: current understanding and gaps in knowledge. J Cyst Fibros 2021; 21:691-706. [PMID: 34772643 DOI: 10.1016/j.jcf.2021.10.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/25/2021] [Accepted: 10/25/2021] [Indexed: 12/12/2022]
Abstract
RATIONALE Sputum biomarkers hold promise as a direct measure of inflammation within the cystic fibrosis (CF) lung, but variability in study design and sampling methodology have limited their use. A full evaluation of the reliability, validity and clinical relevance of individual biomarkers is required to optimise their use within CF clinical research. OBJECTIVES A biomarker Special Interest Working Group was established within the European Cystic Fibrosis Society-Clinical Trials Network Standardisation Committee, to perform a review of the evidence regarding sputum biomarkers in CF. METHODS From the 139 included articles, we identified 71 sputum biomarkers to undergo evaluation of their clinimetric properties, responsiveness, discriminant, concurrent and convergent validity. RESULTS Current evidence confirms the potential of sputum biomarkers as outcome measures in clinical trials. Inconsistency in responsiveness, concurrent and convergent validity require further research into these markers and processing standardisation before translation into wider use. Of the 71 biomarkers identified, Neutrophil Elastase (NE), IL-8, TNF-α and IL-1β, demonstrated validity and responsiveness to be currently considered for use in clinical trials. Other biomarkers show future promise, including IL-6, calprotectin, HMGB-1 and YKL-40. CONCLUSION A concerted international effort across the cystic fibrosis community is needed to promote high quality biomarker trial design, establish large population-based biomarker studies, and work together to create standards for collection, storage and analysis of sputum biomarkers.
Collapse
Affiliation(s)
- Agathe Lepissier
- Paediatric Center for Cystic Fibrosis, Centre de Référence Maladies Rares, Mucoviscidose et Maladies Apparentées, Hôpital Necker Enfants Malades 149 rue de Sévres, Paris 75743, France; INSERM U1151, Institut Necker Enfants Malades, 160 rue de Vaugirard, Paris 75743, France; European Reference Network (ERN Lung)
| | - Charlotte Addy
- Northern Ireland Clinical Research Facility, Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL; All Wales Adult Cystic Fibrosis Centre, University Hopsital Llandough, Penlan Road, CF64 2XX
| | - Kate Hayes
- Northern Ireland Clinical Research Facility, Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL
| | - Sabrina Noel
- INSERM U1151, Institut Necker Enfants Malades, 160 rue de Vaugirard, Paris 75743, France
| | - Stéphanie Bui
- Université de Bordeaux (INSERM U1045), CHU de Bordeaux, (CIC1401), F-33000 Bordeaux, France
| | - Pierre-Régis Burgel
- European Reference Network (ERN Lung); National Reference Cystic Fibrosis Center and Department of Respiratory Medicine, Cochin Hospital, Assistance Publique Hôpitaux de Paris, Paris, 75014, France; Institut Cochin, INSERM U1016 and Université de Paris; Paris 75014, France
| | - Lieven Dupont
- University Hospital Gasthuisberg, Herestraat 49, 3000 Leuven, Belgium
| | - Olaf Eickmeier
- Facharzt für Kinder- und Jugendmedizin, Universitätsklinikum Frankfurt a.M., Johann Wolfgang-Goethe-Universität, Allergologie, Pneumologie & Mukoviszidose, Theodor-Stern-Kai 7, 60590 Frankfurt/Main
| | - Michael Fayon
- Université de Bordeaux (INSERM U1045), CHU de Bordeaux, (CIC1401), F-33000 Bordeaux, France
| | - Teresinha Leal
- Louvain Toxicology and Applied Pharmacology, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium
| | - Carlos Lopes
- Departamento do Tórax, Hospital de Santa Maria, Lisbon
| | - Damian G Downey
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL
| | - Isabelle Sermet-Gaudelus
- Paediatric Center for Cystic Fibrosis, Centre de Référence Maladies Rares, Mucoviscidose et Maladies Apparentées, Hôpital Necker Enfants Malades 149 rue de Sévres, Paris 75743, France; INSERM U1151, Institut Necker Enfants Malades, 160 rue de Vaugirard, Paris 75743, France; European Reference Network (ERN Lung); Service de Pneumologie et Allergologie Pédiatriques, Centre de Ressources et de Compétence de la Mucoviscidose, Hôpital Necker Enfants Malades 149 rue de Sévres, INSERM U1151, Institut Necker Enfants Malades, Université Paris Sorbonne, Paris 75743, France.
| |
Collapse
|
5
|
Li M, Zhu W, Wang C, Zheng Y, Sun S, Fang Y, Luo Z. Weighted gene co-expression network analysis to identify key modules and hub genes associated with paucigranulocytic asthma. BMC Pulm Med 2021; 21:343. [PMID: 34727921 PMCID: PMC8565058 DOI: 10.1186/s12890-021-01711-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/25/2021] [Indexed: 02/08/2023] Open
Abstract
Background Asthma is a heterogeneous disease that can be divided into four inflammatory phenotypes: eosinophilic asthma (EA), neutrophilic asthma (NA), mixed granulocytic asthma (MGA), and paucigranulocytic asthma (PGA). While research has mainly focused on EA and NA, the understanding of PGA is limited. In this study, we aimed to identify underlying mechanisms and hub genes of PGA. Methods Based on the dataset from Gene Expression Omnibus(GEO), weighted gene coexpression network analysis (WGCNA), differentially expressed genes (DEGs) analysis and protein–protein interaction (PPI) network analysis were conducted to construct a gene network and to identify key gene modules and hub genes. Functional enrichment analyses were performed to investigate the biological process, pathways and immune status of PGA. The hub genes were validated in a separate dataset. Results Compared to non-PGA, PGA had a different gene expression pattern, in which 449 genes were differentially expressed. One gene module significantly associated with PGA was identified. Intersection between the differentially expressed genes (DEGs) and the genes from the module that were most relevant to PGA were mainly enriched in inflammation and immune response regulation. The single sample Gene Set Enrichment Analysis (ssGSEA) suggested a decreased immune infiltration and function in PGA. Finally six hub genes of PGA were identified, including ADCY2, CXCL1, FPRL1, GPR109B, GPR109A and ADCY3, which were validated in a separate dataset of GSE137268. Conclusions Our study characterized distinct gene expression patterns, biological processes and immune status of PGA and identified hub genes, which may improve the understanding of underlying mechanism and provide potential therapeutic targets for PGA. Supplementary Information The online version contains supplementary material available at 10.1186/s12890-021-01711-3.
Collapse
Affiliation(s)
- Min Li
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, The People's Republic of China.,Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, The People's Republic of China
| | - Wenye Zhu
- Department of Pharmacy, First Affiliated Hospital of Kunming Medical University, Kunming, The People's Republic of China
| | - Chu Wang
- Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, The People's Republic of China
| | - Yuanyuan Zheng
- Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, The People's Republic of China
| | - Shibo Sun
- Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, The People's Republic of China
| | - Yan Fang
- Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, The People's Republic of China
| | - Zhuang Luo
- Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Kunming Medical University, Kunming, The People's Republic of China.
| |
Collapse
|
6
|
da Silva THG, Gastaldi AC, Santos MK, de Martinis BS, Baddini-Martinez J. Induced sputum abnormalities in gas station attendants. Int Arch Occup Environ Health 2021; 95:341-349. [PMID: 34435248 DOI: 10.1007/s00420-021-01755-2] [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: 02/05/2021] [Accepted: 07/01/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE To investigate inflammatory changes in the induced sputum (IS) of gas station attendants (GSAs) at risk of exposure to fuel vapors through inhalation and susceptible to respiratory complaints and impaired lung function. METHODS Hypertonic saline-IS was collected from 52 GSAs who had never smoked (42 men, age = 35.9 ± 8.9 years) and had no known comorbidities. A group of 22 non-smokers (11 men, age = 30.5 ± 5.1 years) selected from the University staff served as control. The GSAs answered a questionnaire and underwent spirometry and chest tomography. A total of 15 inflammatory biomarkers associated with inflammation, including cytokines, chemokines, and mediators of immunological response, were also measured. RESULTS The most common symptoms of GSAs were coughing (42.3%) and dyspnea (59.6%) based on the New York Heart Association (NYHA; Class II) classification. Significant elevations (p < 0.05) in forced vital capacity and forced expiratory volume within the first second were observed in the GSAs relative to those in the controls (GSA vs. control: 99 ± 12% vs. 90 ± 9% and 94 ± 11% vs. 87 ± 10%, respectively). The GSAs had a lower percentage of IS lymphocytes than that in the control group (4.5 ± 5.7% vs. 7.7 ± 9.8%). The GSAs also had significantly lower concentrations of IL-4, IL-5, IL-10, IL-12P70, IFN-γ, and MIP-1α, but IL-3 levels were higher. No differences were observed in the airway thickness and the amount of emphysema between the GSAs and the controls. CONCLUSION Despite normal lung function and absence of abnormalities on HRCT, GSAs have a higher frequency of respiratory complaints, with evidence of impairment of lymphocytic activity in the airways.
Collapse
Affiliation(s)
- Tiago Henrique Garcia da Silva
- Internal Medicine Department. Medical School of Ribeirão Preto, University of São Paulo, Avenida Bandeirantes 3900, Ribeirao Preto, SP, 14048-900, Brazil
| | - Ada Clarice Gastaldi
- Department of Health Sciences, Medical School of Ribeirão Preto, University of São Paulo, Ribeirao Preto, SP, Brazil
| | - Marcel Koenigkam Santos
- Department of Medical Imaging, Hematology and Oncology, Medical School of Ribeirão Preto, University of São Paulo, Ribeirao Preto, SP, Brazil
| | - Bruno Spinosa de Martinis
- Department of Chemistry, Faculty of Philosophy, Science and Languages of Ribeirão Preto, University of São Paulo, Ribeirao Preto, SP, Brazil
| | - José Baddini-Martinez
- Internal Medicine Department. Medical School of Ribeirão Preto, University of São Paulo, Avenida Bandeirantes 3900, Ribeirao Preto, SP, 14048-900, Brazil.
| |
Collapse
|
7
|
Barber C, Lau L, Ward JA, Daniels T, Watson A, Staples KJ, Wilkinson TMA, Howarth PH. Sputum processing by mechanical dissociation: A rapid alternative to traditional sputum assessment approaches. CLINICAL RESPIRATORY JOURNAL 2021; 15:800-807. [PMID: 33749082 DOI: 10.1111/crj.13365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 03/12/2021] [Accepted: 03/17/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Sputum cytology is currently the gold standard to evaluate cellular inflammation in the airways and phenotyping patients with airways diseases. Sputum eosinophil proportions have been used to guide treatment for moderate to severe asthma. Furthermore, raised sputum neutrophils are associated with poor disease control and impaired lung function in both asthma and COPD and small airways disease in cystic fibrosis. However, induced-sputum analysis is subjective and resource heavy, requiring dedicated specialist processing and assessment; this limits its utility in most clinical settings. Indirect blood eosinophil measures have been adopted in clinical care. However, there are currently no good peripheral blood biomarkers of airway neutrophils. A resource-light sputum processing approach could thus help integrate induced sputum more readily into routine clinical care. New mechanical disruption (MD) methods can rapidly obtain viable single cell suspensions from sputum samples. AIMS The aim of this study was to compare MD sputum processing to traditional methods for cell viability, granulocyte proportions and sputum cytokine analysis. METHODS Sputum plugs were split and processed using traditional methods and the MD method, and samples were then compared. RESULTS The MD method produced a homogeneous cell suspension in 62 s; 70 min faster than the standard method used. No significant difference was seen between the cell viability (p = 0.09), or the concentration of eosinophils (p = 0.83), neutrophils (p = 0.99) or interleukin-8 (p = 0.86) using MD. CONCLUSION This cost-effective method of sputum processing could provide a more pragmatic, sustainable means of directly monitoring the airway milieu. Therefore, we recommend this method be taken forward for further investigation.
Collapse
Affiliation(s)
- Clair Barber
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,NIHR Southampton Biomedical Research Centre, Southampton Centre for Biomedical Research, Southampton, UK
| | - Laurie Lau
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Jonathan A Ward
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Thomas Daniels
- Cystic Fibrosis Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Alastair Watson
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,NIHR Southampton Biomedical Research Centre, Southampton Centre for Biomedical Research, Southampton, UK
| | - Karl J Staples
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,NIHR Southampton Biomedical Research Centre, Southampton Centre for Biomedical Research, Southampton, UK
| | - Tom M A Wilkinson
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,NIHR Southampton Biomedical Research Centre, Southampton Centre for Biomedical Research, Southampton, UK
| | - Peter H Howarth
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.,Cystic Fibrosis Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,Respiratory Medicine, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| |
Collapse
|
8
|
Guerrero CR, Maier LA, Griffin TJ, Higgins L, Najt CP, Perlman DM, Bhargava M. Application of Proteomics in Sarcoidosis. Am J Respir Cell Mol Biol 2020; 63:727-738. [PMID: 32804537 DOI: 10.1165/rcmb.2020-0070ps] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 08/17/2020] [Indexed: 02/03/2023] Open
Abstract
Sarcoidosis is a multisystem disease with heterogeneity in manifestations and outcomes. System-level studies leveraging "omics" technologies are expected to define mechanisms contributing to sarcoidosis heterogeneous manifestations and course. With improvements in mass spectrometry (MS) and bioinformatics, it is possible to study protein abundance for a large number of proteins simultaneously. Contemporary fast-scanning MS enables the acquisition of spectral data for deep coverage of the proteins with data-dependent or data-independent acquisition MS modes. Studies leveraging MS-based proteomics in sarcoidosis have characterized BAL fluid (BALF), alveolar macrophages, plasma, and exosomes. These studies identified several differentially expressed proteins, including protocadherin-2 precursor, annexin A2, pulmonary surfactant A2, complement factors C3, vitamin-D-binding protein, cystatin B, and amyloid P, comparing subjects with sarcoidosis with control subjects. Other studies identified ceruloplasmin, complement factors B, C3, and 1, and others with differential abundance in sarcoidosis compared with other interstitial lung diseases. Using quantitative proteomics, most recent studies found differences in PI3K/Akt/mTOR, MAP kinase, pluripotency-associated transcriptional factor, and hypoxia response pathways. Other studies identified increased clathrin-mediated endocytosis and Fcγ receptor-mediated phagocytosis pathways in sarcoidosis alveolar macrophages. Although studies in mixed BAL and blood cells or plasma are limited, some of the changes in lung compartment are detected in the blood cells and plasma. We review proteomics for sarcoidosis with a focus on the existing MS data acquisition strategies, bioinformatics for spectral data analysis to infer protein identity and quantity, unique aspects about biospecimen collection and processing for lung-related proteomics, and proteomics studies conducted to date in sarcoidosis.
Collapse
Affiliation(s)
- Candance R Guerrero
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - Lisa A Maier
- Division of Environmental and Occupational Health Sciences, National Jewish Health, Denver, Colorado
| | - Timothy J Griffin
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - LeeAnn Higgins
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - Charles P Najt
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - David M Perlman
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Minnesota, Minneapolis, Minnesota; and
| | - Maneesh Bhargava
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Minnesota, Minneapolis, Minnesota; and
| |
Collapse
|
9
|
Crimi C, Ferri S, Campisi R, Crimi N. The Link between Asthma and Bronchiectasis: State of the Art. Respiration 2020; 99:463-476. [PMID: 32464625 DOI: 10.1159/000507228] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 03/09/2020] [Indexed: 11/19/2022] Open
Abstract
The nonrecognition of asthma-associated comorbidities is often responsible for the therapeutic failure and the worsening of symptoms, and it is associated with frequent exacerbations, higher disease severity, and increased health costs. Bronchiectasis, one of the most frequent asthma-associated comorbidities, can increase airways inflammation and exacerbation rates and cause respiratory functional impairment. The aim of this article is to review the interactions between bronchiectasis and asthma, in order to better identify patients in the overlap between the 2 diseases and to select an "ad hoc" therapy. A literature search on PubMed/MEDLINE was performed using the following search terms: bronchiectasis in asthma, the association between asthma and bronchiectasis, comorbidities in asthma, and severe asthma. This review analyzed the following items: incorrect or underestimated diagnosis of asthma and bronchiectasis, prevalence of bronchiectasis in asthma, the impact of bronchiectasis in asthma, radiological imaging features of the 2 diseases, etiopathogenesis, and common causes (such as gastroesophageal reflux disease, immune deficits, chronic rhinosinusitis and allergic bronchopulmonary aspergillosis, and treatment of asthma and bronchiectasis). The concomitant presence of bronchiectasis and asthma should be suspected and investigated in patients with severe asthma, frequent exacerbations, and not responding to standard therapy. This clinical phenotype, characterized by a more severe disease, worse outcomes, and functional decline, must be readily recognized in order to choose the most appropriate therapeutic approach, able to potentially improve the management of bronchial asthma, to prevent the onset of exacerbations as well the functional decline, and to reduce health costs.
Collapse
Affiliation(s)
- Claudia Crimi
- Respiratory Medicine Unit, A.O.U. "Policlinico-Vittorio Emanuele," University of Catania, Catania, Italy,
| | - Sebastian Ferri
- Personalized Medicine, Asthma and Allergy, Humanitas Research Center IRCCS, Rozzano, Italy
| | - Raffaele Campisi
- Respiratory Medicine Unit, A.O.U. "Policlinico-Vittorio Emanuele," University of Catania, Catania, Italy
| | - Nunzio Crimi
- Respiratory Medicine Unit, A.O.U. "Policlinico-Vittorio Emanuele," University of Catania, Catania, Italy.,Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| |
Collapse
|
10
|
Eickmeier O, Zissler UM, Wittschorek J, Unger F, Schmitt-Grohé S, Schubert R, Herrmann E, Zielen S. Clinical relevance of Aspergillus fumigatus sensitization in cystic fibrosis. Clin Exp Allergy 2020; 50:325-333. [PMID: 31886564 DOI: 10.1111/cea.13557] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 12/04/2019] [Accepted: 12/12/2019] [Indexed: 12/12/2022]
Abstract
RATIONALE The clinical relevance of sensitization to Aspergillus (A) fumigatus in cystic fibrosis (CF) is unclear. Some researchers propose that specific A fumigatus IgE is an innocent bystander, whereas others describe it as the major cause of TH-2-driven asthma-like disease. OBJECTIVES Lung function parameters in mild CF patients may be different in patients with and without A fumigatus sensitization. We aimed to ascertain whether allergen exposure to A fumigatus by bronchial allergen provocation (BAP) induces TH-2 inflammation comparable to an asthma-like disease. METHODS A total of 35 patients, aged 14.8 ± 8.5 years, and 20 healthy controls were investigated prospectively. The patients were divided into two groups: group 1 (n = 18): specific (s)IgE negative, and group 2 (n = 17): sIgE positive (≥0.7 KU/L) for A fumigatus. Lung function, exhaled NO, and induced sputum were analysed. All sensitized patients with an FEV1 > 75% (n = 13) underwent BAP with A fumigatus, and cell counts, and the expression of IL-5, IL-13, INF-γ, and IL-8 as well as transcription factors T-bet, GATA-3, and FoxP3, were measured. RESULTS Lung function parameters decreased significantly compared to controls, but not within the CF patient group. After BAP, 8 of 13 patients (61%) had a significant asthmatic response and increased eNO 24 hours later. In addition, marked TH-2-mediated inflammation involving eosinophils, IL-5, IL-13, and FoxP3 became apparent in induced sputum cells. CONCLUSION Our study demonstrated the clinical relevance of A fumigatus for the majority of sensitized CF patients. A distinct IgE/TH-2-dominated inflammation was found in induced sputum after A fumigatus exposure.
Collapse
Affiliation(s)
- Olaf Eickmeier
- Department for Children and Adolescents, Division of Allergology, Pulmonology and Cystic fibrosis, Goethe University, Frankfurt, Germany
| | - Ulrich M Zissler
- Center of Allergy & Environment (ZAUM), Technical University of Munich and Helmholtz Center Munich, German Research Center for Environmental Health, Member of the German Center for Lung Research (DZL), CPC-M, Munich, Germany
| | - Julia Wittschorek
- Department for Children and Adolescents, Division of Allergology, Pulmonology and Cystic fibrosis, Goethe University, Frankfurt, Germany
| | - Frederike Unger
- Department for Children and Adolescents, Division of Allergology, Pulmonology and Cystic fibrosis, Goethe University, Frankfurt, Germany
| | - Sabina Schmitt-Grohé
- Department for Children and Adolescents, Division of Allergology, Pulmonology and Cystic fibrosis, Goethe University, Frankfurt, Germany
| | - Ralf Schubert
- Department for Children and Adolescents, Division of Allergology, Pulmonology and Cystic fibrosis, Goethe University, Frankfurt, Germany
| | - Eva Herrmann
- Institute of Biostatistics and Mathematical Modeling, Goethe University, Frankfurt, Germany
| | - Stefan Zielen
- Department for Children and Adolescents, Division of Allergology, Pulmonology and Cystic fibrosis, Goethe University, Frankfurt, Germany
| |
Collapse
|
11
|
Park HW, Weiss ST. Understanding the Molecular Mechanisms of Asthma through Transcriptomics. ALLERGY, ASTHMA & IMMUNOLOGY RESEARCH 2020; 12:399-411. [PMID: 32141255 PMCID: PMC7061151 DOI: 10.4168/aair.2020.12.3.399] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 01/01/2020] [Accepted: 01/11/2020] [Indexed: 12/18/2022]
Abstract
The transcriptome represents the complete set of RNA transcripts that are produced by the genome under a specific circumstance or in a specific cell. High-throughput methods, including microarray and bulk RNA sequencing, as well as recent advances in biostatistics based on machine learning approaches provides a quick and effective way of identifying novel genes and pathways related to asthma, which is a heterogeneous disease with diverse pathophysiological mechanisms. In this manuscript, we briefly review how to analyze transcriptome data and then provide a summary of recent transcriptome studies focusing on asthma pathogenesis and asthma drug responses. Studies reviewed here are classified into 2 classes based on the tissues utilized: blood and airway cells.
Collapse
Affiliation(s)
- Heung Woo Park
- The Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Scott T Weiss
- The Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA, USA.,Partners Center for Personalized Medicine, Partners Health Care, Boston, MA, USA.
| |
Collapse
|
12
|
Colonization by Pneumocystis jirovecii in patients with chronic obstructive pulmonary disease: association with exacerbations and lung function status. Braz J Infect Dis 2019; 23:352-357. [PMID: 31545952 PMCID: PMC9427795 DOI: 10.1016/j.bjid.2019.08.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 08/16/2019] [Accepted: 08/23/2019] [Indexed: 11/21/2022] Open
Abstract
Exposure to Pneumocystis jirovecii (P. jirovecii) can lead to a wide variety of presenting features ranging from colonization in immunocompetent patients with lung disease, to invasive infections in immunocompromised hosts. Colonization by this fungus in patients with chronic obstructive pulmonary disease (COPD) could be associated with higher rates of exacerbations and impaired lung function in these patients. Our objective was to determine whether colonization by P. jirovecii in patients with COPD is associated with increased exacerbations and deterioration of lung function. This was a prospective cohort study on patients with COPD. All participants meeting selection criteria underwent clinical and microbiological assessments and were then classified as colonized vs. non-colonized patients. Chi-squared tests were performed and multivariate logistic models were fitted in order to obtain risk ratios (RR) with 95% confidence intervals (CI). We documented a frequency of colonization by P. jirovecii of 32.3%. Most patients were categorized as having GOLD B and D COPD. The history of significant exacerbations in the last year, health status impairment (COPD Assesment Tool ≥10), airflow limitation (percent of post-bronchodilator FEV1), and BODEx score (≥5) were similar between groups. After a 52-week follow-up period, the rate of adjusted significant exacerbations did not differ between groups. However, a decrease in FEVI was found in both groups.
Collapse
|
13
|
Kukhtin AC, Sebastian T, Golova J, Perov A, Knickerbocker C, Linger Y, Bueno A, Qu P, Villanueva M, Holmberg RC, Chandler DP, Cooney CG. Lab-on-a-Film disposable for genotyping multidrug-resistant Mycobacterium tuberculosis from sputum extracts. LAB ON A CHIP 2019; 19:1217-1225. [PMID: 30801596 PMCID: PMC6461559 DOI: 10.1039/c8lc01404c] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
We describe a Lab-on-a-Film disposable that detects multidrug-resistant tuberculosis (MDR-TB) from sputum extracts. The Lab-on-a-Film disposable consists of 203 gel elements that include DNA sequences (probes) for 37 mutations, deletions, or insertion elements across 5 genes (including an internal control). These gel elements are printed on a flexible film, which costs approximately 500 times less than microarray glass. The film with printed gel elements is then laminated to additional rollable materials (films) to form a microfluidic flow cell. We combined multiplex amplification and hybridization steps in a single microfluidic chamber, without buffer exchanges or other manipulations up to and throughout hybridization. This flow cell also incorporates post hybridization wash steps while retaining an entirely closed-amplicon system, thus minimizing the potential for sample or amplicon cross-contamination. We report analytical sensitivity of 32 cfu mL-1 across all MDR-TB markers and detection of MDR-TB positive clinical specimens using an automated TruTip workstation for extraction and the Lab-on-a-Film disposable for amplification and detection of the extracts.
Collapse
Affiliation(s)
- Alexander C Kukhtin
- Akonni Biosystems, Inc., 400 Sagner Avenue, Suite 300, Frederick, MD 21701, USA.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
14
|
Stang J, Sikkeland LIB, Tufvesson E, Holm AM, Stensrud T, Carlsen KH. The Role of Airway Inflammation and Bronchial Hyperresponsiveness in Athlete's Asthma. Med Sci Sports Exerc 2019; 50:659-666. [PMID: 29189668 DOI: 10.1249/mss.0000000000001478] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE Asthma is frequently reported in endurance athletes. The aim of the present study was to assess the long-term airway inflammatory response to endurance exercise in high-level athletes with and without asthma. METHODS In a cross-sectional design, 20 asthmatic athletes (10 swimmers and 10 cross-country skiers), 19 athletes without asthma (10 swimmers and 9 cross-country skiers), and 24 healthy nonathletes completed methacholine bronchial challenge, lung function tests, and sputum induction on two separate days. All athletes competed on a national or international level and exercised ≥10 h·wk. The nonathletes exercised ≤5 h·wk and reported no previous lung disease. Bronchial hyperresponsiveness (BHR) was defined as a methacholine provocation dose causing 20% decrease in the forced expiratory volume in 1 s of ≤8 μmol. RESULTS BHR was present in 13 asthmatic athletes (62%), 11 healthy athletes (58%), and 8 healthy nonathletes (32%), and the prevalence differed among groups (P = 0.005). Sputum inflammatory and epithelial cell counts did not differ between groups and were within the normal range. Median (25th to 75th percentiles) sputum interleukin-8 was elevated in both asthmatic (378.4 [167.0-1123.4]) and healthy (340.2 [175.5-892.4]) athletes as compared with healthy nonathletes (216.6 [129.5-314.0], P = 0.02). No correlations were found between provocation dose causing 20% decrease and sputum cell counts. CONCLUSION Independent of asthma diagnosis, a high occurrence of BHR and an increased sputum interleukin-8 were found in athletes as compared with nonathletes. Airway inflammation or epithelial damage was not related to BHR.
Collapse
Affiliation(s)
- Julie Stang
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY
| | - Liv Ingunn Bjoner Sikkeland
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY.,Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY
| | - Ellen Tufvesson
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY
| | - Are Martin Holm
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY.,Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY
| | - Trine Stensrud
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY
| | - Kai-Håkon Carlsen
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY.,Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, NORWAY
| |
Collapse
|
15
|
Kim BK, Lee HS, Sohn KH, Lee SY, Cho SH, Park HW. Different Biological Pathways Are Up-regulated in the Elderly With Asthma: Sputum Transcriptomic Analysis. ALLERGY, ASTHMA & IMMUNOLOGY RESEARCH 2019; 11:104-115. [PMID: 30479081 PMCID: PMC6267191 DOI: 10.4168/aair.2019.11.1.104] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 09/11/2018] [Accepted: 09/14/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND Elderly asthma (EA) is increasing, but the pathogenesis is unclear. This study aimed to identify EA-related biological pathways by analyzing genome-wide gene expression profiles in sputum cells. METHODS A total of 3,156 gene probes with significantly differential expressions between EA and healthy elderly controls were used for a hierarchical clustering of genes to identify gene clusters. Gene set enrichment analysis provided biological information, with replication from Gene Expression Omnibus expression profiles. RESULTS Fifty-five EA patients and 10 elderly control subjects were enrolled. Two distinct gene clusters were found. Cluster 1 (n = 35) showed a lower eosinophil proportion in sputum and less severe airway obstruction compared to cluster 2 (n = 20). The replication data set also identified 2 gene clusters (clusters 1' and 2'). Among 5 gene sets significantly enriched in cluster 1 and 3 gene sets significantly enriched in cluster 2, we confirmed that 2 were significantly enriched in the replication data set (OXIDATIVE_PHOSPHORYLATION gene set in cluster 1 and EPITHELIAL MESENCHYMAL TRANSITION gene set in cluster 2'). CONCLUSIONS The findings of 2 distinct gene clusters in EA and different biological pathways in each gene cluster suggest 2 different pathogenesis mechanisms underlying EA.
Collapse
Affiliation(s)
- Byung Keun Kim
- Department of Internal Medicine, Korea University Medical Center Anam Hospital, Seoul, Korea
| | - Hyun Seung Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.,Institute of Allergy and Clinical Immunology, Seoul National University Medical Research Center, Seoul, Korea
| | - Kyoung Hee Sohn
- Department of Internal Medicine, KyungHee University Medical center, Seoul, Korea
| | - Suh Young Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.,Institute of Allergy and Clinical Immunology, Seoul National University Medical Research Center, Seoul, Korea
| | - Sang Heon Cho
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.,Institute of Allergy and Clinical Immunology, Seoul National University Medical Research Center, Seoul, Korea
| | - Heung Woo Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.,Institute of Allergy and Clinical Immunology, Seoul National University Medical Research Center, Seoul, Korea.
| |
Collapse
|
16
|
Moon JY, Leitao Filho FS, Shahangian K, Takiguchi H, Sin DD. Blood and sputum protein biomarkers for chronic obstructive pulmonary disease (COPD). Expert Rev Proteomics 2018; 15:923-935. [PMID: 30362838 DOI: 10.1080/14789450.2018.1539670] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
INTRODUCTION Chronic obstructive pulmonary disease (COPD) is a heterogeneous set of disorders, characterized by airflow limitation, and reduced lung function. Despite increasing knowledge regarding its pathophysiology, there has been limited advancement in therapeutics and the current treatment strategy is symptom management and prevention of exacerbations. Areas covered: Biomarkers represent important tools for the implementation of precision medicine. As fundamental molecules of all living processes, proteins could provide crucial information about how genes interact with the environment. Proteomics studies could act as important tools in identifying reliable biomarkers to enable a more precise therapeutic approach. In this review, we will explore the most promising blood and sputum protein biomarkers in COPD that have been consistently reported in the literature. Expert commentary: Given the complexity of COPD, no single protein biomarker has been able to improve the outcomes of COPD patients. According to preliminary studies, precision medicine in COPD will likely require a combination of different proteins in a biomarker panel for clinical translation. With advancements in current mass spectrometry techniques, an enhancement in the identification of new biomarkers will be observed, and improvements in sequence database search can fill in potential gaps between biomarker discovery and patient care.
Collapse
Affiliation(s)
- Ji-Yong Moon
- a Centre for Heart and Lung Innovation , St. Paul's Hospital & University of British Columbia , Vancouver , Canada.,b Department of Internal Medicine , Hanyang University College of Medicine , Seoul , Korea
| | - Fernando Sergio Leitao Filho
- a Centre for Heart and Lung Innovation , St. Paul's Hospital & University of British Columbia , Vancouver , Canada.,c Division of Pulmonary Medicine, Department of Medicine , Tokai University School of Medicine , Kanagawa , Japan
| | - Kimeya Shahangian
- a Centre for Heart and Lung Innovation , St. Paul's Hospital & University of British Columbia , Vancouver , Canada
| | - Hiroto Takiguchi
- a Centre for Heart and Lung Innovation , St. Paul's Hospital & University of British Columbia , Vancouver , Canada.,d Division of Respiratory Medicine (Department of Medicine) , University of British Columbia , Vancouver , Canada
| | - Don D Sin
- a Centre for Heart and Lung Innovation , St. Paul's Hospital & University of British Columbia , Vancouver , Canada.,d Division of Respiratory Medicine (Department of Medicine) , University of British Columbia , Vancouver , Canada
| |
Collapse
|
17
|
Bar-Shai A, Shenhar-Tsarfaty S, Ahimor A, Ophir N, Rotem M, Alcalay Y, Fireman E. A novel combined score of biomarkers in sputum may be an indicator for lung cancer: A pilot study. Clin Chim Acta 2018; 487:139-144. [PMID: 30222960 DOI: 10.1016/j.cca.2018.09.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Revised: 08/22/2018] [Accepted: 09/13/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Lung cancer is a leading cause of morbidity and mortality worldwide and there is an urgent need for sensitive, specific, and reliable biomarkers. METHODS The study population included 60 patients (31 with lung cancer and 29 with chronic obstructive pulmonary disease [COPD]) and thirty healthy individuals comprised the control group. Measurements of neutrophil, beclin-1, VEGF, ICAM, VCAM, and TNF-alpha levels in induced sputum were analyzed as possible biomarkers for lung cancer. RESULTS Neutrophil, beclin-1, VEGF, ICAM and TNF-alpha levels of lung cancer patients differed significantly compared to those of COPD patients and healthy controls. A novel combined-score was created which was found to increase the likelihood to belong to the cancer group by 70% (odds-ratio 1.70 CI = 1.310-2.224,p < 0.001). CONCLUSION Biomarkers of autophagy, angiogenesis and inflammation in lung-cancer patients are significantly different from controls, and combination of these markers may be an indicator for lung cancer.
Collapse
Affiliation(s)
- Amir Bar-Shai
- Division of Pulmonary Medicine, Barzilai Medical Center, Faculty of Health Sciences, Ben-Gurion University, Ashkelon, Israel; Laboratory of Pulmonary Diseases, Laboratory National Service for ILD, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Shani Shenhar-Tsarfaty
- Laboratory of Pulmonary Diseases, Laboratory National Service for ILD, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Alon Ahimor
- Division of Pulmonary Medicine, Barzilai Medical Center, Faculty of Health Sciences, Ben-Gurion University, Ashkelon, Israel
| | - Noa Ophir
- Laboratory of Pulmonary Diseases, Laboratory National Service for ILD, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Michal Rotem
- Division of Pulmonary Medicine, Barzilai Medical Center, Faculty of Health Sciences, Ben-Gurion University, Ashkelon, Israel
| | - Yifat Alcalay
- Laboratory of Pulmonary Diseases, Laboratory National Service for ILD, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Elizabeth Fireman
- Laboratory of Pulmonary Diseases, Laboratory National Service for ILD, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| |
Collapse
|
18
|
Cagnone M, Salvini R, Bardoni A, Fumagalli M, Iadarola P, Viglio S. Searching for biomarkers of chronic obstructive pulmonary disease using proteomics: The current state. Electrophoresis 2018; 40:151-164. [PMID: 30216498 DOI: 10.1002/elps.201800305] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 09/10/2018] [Accepted: 09/10/2018] [Indexed: 12/24/2022]
Abstract
Detection of proteins which may be potential biomarkers of disorders represents a big step forward in understanding the molecular mechanisms that underlie pathological processes. In this context proteomics plays the important role of opening a path for the identification of molecular signatures that can potentially assist in early diagnosis of several clinical disturbances. Aim of this report is to provide an overview of the wide variety of proteomic strategies that have been applied to the investigation of chronic obstructive pulmonary disease (COPD), a severe disorder that causes an irreversible damage to the lungs and for which there is no cure yet. The results in this area published over the past decade show that proteomics indeed has the ability of monitoring alterations in expression profiles of proteins from fluids/tissues of patients affected by COPD and healthy controls. However, these data also suggest that proteomics, while being an attractive tool for the identification of novel pathological mediators of COPD, remains a technique mainly generated and developed in research laboratories. Great efforts dedicated to the validation of these biological signatures will result in the proof of their clinical utility.
Collapse
Affiliation(s)
- Maddalena Cagnone
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Italy
| | - Roberta Salvini
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Italy
| | - Anna Bardoni
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Italy
| | - Marco Fumagalli
- Department of Biology and Biotechnologies "L.Spallanzani", Biochemistry Unit, University of Pavia, Italy
| | - Paolo Iadarola
- Department of Biology and Biotechnologies "L.Spallanzani", Biochemistry Unit, University of Pavia, Italy
| | - Simona Viglio
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Italy
| |
Collapse
|
19
|
Burg D, Schofield JPR, Brandsma J, Staykova D, Folisi C, Bansal A, Nicholas B, Xian Y, Rowe A, Corfield J, Wilson S, Ward J, Lutter R, Fleming L, Shaw DE, Bakke PS, Caruso M, Dahlen SE, Fowler SJ, Hashimoto S, Horváth I, Howarth P, Krug N, Montuschi P, Sanak M, Sandström T, Singer F, Sun K, Pandis I, Auffray C, Sousa AR, Adcock IM, Chung KF, Sterk PJ, Djukanović R, Skipp PJ, The U-Biopred Study Group. Large-Scale Label-Free Quantitative Mapping of the Sputum Proteome. J Proteome Res 2018; 17:2072-2091. [PMID: 29737851 DOI: 10.1021/acs.jproteome.8b00018] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Analysis of induced sputum supernatant is a minimally invasive approach to study the epithelial lining fluid and, thereby, provide insight into normal lung biology and the pathobiology of lung diseases. We present here a novel proteomics approach to sputum analysis developed within the U-BIOPRED (unbiased biomarkers predictive of respiratory disease outcomes) international project. We present practical and analytical techniques to optimize the detection of robust biomarkers in proteomic studies. The normal sputum proteome was derived using data-independent HDMSE applied to 40 healthy nonsmoking participants, which provides an essential baseline from which to compare modulation of protein expression in respiratory diseases. The "core" sputum proteome (proteins detected in ≥40% of participants) was composed of 284 proteins, and the extended proteome (proteins detected in ≥3 participants) contained 1666 proteins. Quality control procedures were developed to optimize the accuracy and consistency of measurement of sputum proteins and analyze the distribution of sputum proteins in the healthy population. The analysis showed that quantitation of proteins by HDMSE is influenced by several factors, with some proteins being measured in all participants' samples and with low measurement variance between samples from the same patient. The measurement of some proteins is highly variable between repeat analyses, susceptible to sample processing effects, or difficult to accurately quantify by mass spectrometry. Other proteins show high interindividual variance. We also highlight that the sputum proteome of healthy individuals is related to sputum neutrophil levels, but not gender or allergic sensitization. We illustrate the importance of design and interpretation of disease biomarker studies considering such protein population and technical measurement variance.
Collapse
Affiliation(s)
- Dominic Burg
- Centre for Proteomic Research, Biological Sciences , University of Southampton , Southampton SO17 1BJ , U.K.,NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - James P R Schofield
- Centre for Proteomic Research, Biological Sciences , University of Southampton , Southampton SO17 1BJ , U.K.,NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - Joost Brandsma
- NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - Doroteya Staykova
- Centre for Proteomic Research, Biological Sciences , University of Southampton , Southampton SO17 1BJ , U.K
| | - Caterina Folisi
- Centre for Proteomic Research, Biological Sciences , University of Southampton , Southampton SO17 1BJ , U.K
| | | | - Ben Nicholas
- NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - Yang Xian
- Data Science Institute , Imperial College London , London SW7 2AZ , U.K
| | - Anthony Rowe
- Janssen Research & Development , Buckinghamshire HP12 4DP , U.K
| | | | - Susan Wilson
- NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - Jonathan Ward
- NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - Rene Lutter
- AMC, Department of Experimental Immunology , University of Amsterdam , 1012 WX Amsterdam , The Netherlands.,AMC, Department of Respiratory Medicine , University of Amsterdam , 1012 WX Amsterdam , The Netherlands
| | - Louise Fleming
- Airways Disease , National Heart and Lung Institute, Imperial College, London & Royal Brompton NIHR Biomedical Research Unit , London SW7 2AZ , United Kingdom
| | - Dominick E Shaw
- Respiratory Research Unit , University of Nottingham , Nottingham NG7 2RD , U.K
| | - Per S Bakke
- Institute of Medicine , University of Bergen , 5007 Bergen , Norway
| | - Massimo Caruso
- Department of Clinical and Experimental Medicine Hospital University , University of Catania , 95124 Catania , Italy
| | - Sven-Erik Dahlen
- The Centre for Allergy Research , The Institute of Environmental Medicine, Karolinska Institutet , SE-171 77 Stockholm , Sweden
| | - Stephen J Fowler
- Respiratory and Allergy Research Group , University of Manchester , Manchester M13 9PL , U.K
| | - Simone Hashimoto
- Department of Respiratory Medicine, Academic Medical Centre , University of Amsterdam , 1012 WX Amsterdam , The Netherlands
| | - Ildikó Horváth
- Department of Pulmonology , Semmelweis University , Budapest 1085 , Hungary
| | - Peter Howarth
- NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - Norbert Krug
- Fraunhofer Institute for Toxicology and Experimental Medicine Hannover , 30625 Hannover , Germany
| | - Paolo Montuschi
- Faculty of Medicine , Catholic University of the Sacred Heart , 00168 Rome , Italy
| | - Marek Sanak
- Laboratory of Molecular Biology and Clinical Genetics, Medical College , Jagiellonian University , 31-007 Krakow , Poland
| | - Thomas Sandström
- Department of Medicine, Department of Public Health and Clinical Medicine Respiratory Medicine Unit , Umeå University , 901 87 Umeå , Sweden
| | - Florian Singer
- University Children's Hospital Zurich , 8032 Zurich , Switzerland
| | - Kai Sun
- Data Science Institute , Imperial College London , London SW7 2AZ , U.K
| | - Ioannis Pandis
- Data Science Institute , Imperial College London , London SW7 2AZ , U.K
| | - Charles Auffray
- European Institute for Systems Biology and Medicine, CNRS-ENS-UCBL-INSERM , Université de Lyon , 69007 Lyon , France
| | - Ana R Sousa
- Respiratory Therapeutic Unit, GSK , Stockley Park , Uxbridge UB11 1BT , U.K
| | - Ian M Adcock
- Cell and Molecular Biology Group, Airways Disease Section , National Heart and Lung Institute, Imperial College London , Dovehouse Street , London SW3 6LR , U.K
| | - Kian Fan Chung
- Airways Disease , National Heart and Lung Institute, Imperial College, London & Royal Brompton NIHR Biomedical Research Unit , London SW7 2AZ , United Kingdom
| | - Peter J Sterk
- AMC, Department of Experimental Immunology , University of Amsterdam , 1012 WX Amsterdam , The Netherlands
| | - Ratko Djukanović
- NIHR Southampton Biomedical Research Centre, Clinical and Experimental Sciences, Faculty of Medicine , University of Southampton , Southampton SO16 6YD , U.K
| | - Paul J Skipp
- Centre for Proteomic Research, Biological Sciences , University of Southampton , Southampton SO17 1BJ , U.K
| | | |
Collapse
|
20
|
Turi KN, Romick-Rosendale L, Ryckman KK, Hartert TV. A review of metabolomics approaches and their application in identifying causal pathways of childhood asthma. J Allergy Clin Immunol 2018; 141:1191-1201. [PMID: 28479327 PMCID: PMC5671382 DOI: 10.1016/j.jaci.2017.04.021] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Revised: 03/08/2017] [Accepted: 04/13/2017] [Indexed: 12/20/2022]
Abstract
Because asthma is a disease that results from host-environment interactions, an approach that allows assessment of the effect of the environment on the host is needed to understand the disease. Metabolomics has appealing potential as an application to study pathways to childhood asthma development. The objective of this review is to provide an overview of metabolomics methods and their application to understanding host-environment pathways in asthma development. We reviewed recent literature on advances in metabolomics and their application to study pathways to childhood asthma development. We highlight the (1) potential of metabolomics in understanding the pathogenesis of disease and the discovery of biomarkers; (2) choice of metabolomics techniques, biospecimen handling, and data analysis; (3) application to studying the role of the environment on asthma development; (4) review of metabolomics applied to the outcome of asthma; (5) recommendations for application of metabolomics-based -omics data integration in understanding disease pathogenesis; and (6) limitations. In conclusion, metabolomics allows use of biospecimens to identify useful biomarkers and pathways involved in disease development and subsequently to inform a greater understanding of disease pathogenesis and endotypes and prediction of the clinical course of childhood asthma phenotypes.
Collapse
Affiliation(s)
- Kedir N Turi
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Lindsey Romick-Rosendale
- Division of Pathology and Laboratory Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Kelli K Ryckman
- Departments of Epidemiology and Pediatrics, College of Public Health and Carver College of Medicine, University of Iowa, Iowa City, Iowa
| | - Tina V Hartert
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn.
| |
Collapse
|
21
|
Iadarola P, Viglio S. Spit it out! How could the sputum proteome aid clinical research into pulmonary diseases? Expert Rev Proteomics 2017; 14:391-393. [PMID: 28388247 DOI: 10.1080/14789450.2017.1317246] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Paolo Iadarola
- a Department of Biology and Biotechnologies, "L. Spallanzani", Biochemistry Unit , University of Pavia , Pavia , Italy
| | - Simona Viglio
- b Department of Molecular Medicine, Biochemistry Unit , University of Pavia , Pavia , Italy
| |
Collapse
|
22
|
Ghosh N, Dutta M, Singh B, Banerjee R, Bhattacharyya P, Chaudhury K. Transcriptomics, proteomics and metabolomics driven biomarker discovery in COPD: an update. Expert Rev Mol Diagn 2016; 16:897-913. [PMID: 27267972 DOI: 10.1080/14737159.2016.1198258] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Diagnosis of chronic obstructive pulmonary disease (COPD), characterized by progressive irreversible airflow limitation, remains a challenge. Lack of sensitive diagnostic markers and alternative treatments have limited patients' survival rate. Herein, we provide for clinicians and scientists a comprehensive review on the various omics platforms used to investigate COPD. AREAS COVERED This review consists of articles from PubMed (2009-2016) as well as views of the contributing authors. The review highlights the need for COPD biomarker identification and also provides an update on promising candidate markers identified in various biological fluids using omics technologies. Expert commentary: The multi-omics approach holds promise for the development of robust early stage COPD diagnostic markers, screening of high-risk population, and also improved prognosis which could lead to personalized medicine in future. Various factors regulating an omics study including sample size, control selection, disease phenotyping, usage of complementary techniques and result replication in omics-based research are outlined.
Collapse
Affiliation(s)
- Nilanjana Ghosh
- a School of Medical Science and Technology , Indian Institute of Technology Kharagpur , Kharagpur , India
| | - Mainak Dutta
- a School of Medical Science and Technology , Indian Institute of Technology Kharagpur , Kharagpur , India
| | - Brajesh Singh
- a School of Medical Science and Technology , Indian Institute of Technology Kharagpur , Kharagpur , India
| | - Rintu Banerjee
- b Department of Agricultural & Food Engineering , Indian Institute of Technology Kharagpur , Kharagpur , India
| | | | - Koel Chaudhury
- a School of Medical Science and Technology , Indian Institute of Technology Kharagpur , Kharagpur , India
| |
Collapse
|
23
|
Huang Z, Yi X, Luo B, Zhu J, Wu Y, Jiang W, Chu H, Yang Z, Li S, Zhu H, Zhang S, Zhang L, Zeng Y. Induced sputum deposition improves diagnostic yields of pulmonary alveolar proteinosis: A clinicopathological and methodological study of 17 cases. Ultrastruct Pathol 2015; 40:7-13. [PMID: 26583435 DOI: 10.3109/01913123.2015.1104404] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Pulmonary alveolar proteinosis (PAP) is a rare diffuse lung disease characterized by the accumulation of intra-alveolar lipoprotein-like surfactants. Lung core biopsy and bronchoalveolar lavage (BAL) fluid are currently the two major sources of sampling for diagnosis. In the present study, we assessed the value of induced sputum in diagnosing PAP by transmission electron microscopy and examined the PAP 2-year death rate in Asians. Transmission electron microscopy was performed on the samples from 17 patients with PAP, 13 patients with inflammatory lung diseases, and 13 healthy adults. The PAP patients were followed up for 3-156 months, and inflammatory lung diseases patients or healthy adults for 12-36 months. The ultrastructural features including diagnostic lamellar bodies of induced sputum deposition (ISD) samples were similar to that of the BAL fluid sediment. However, the rates of lamellar bodies were 73.7% in the ISD group, significantly higher than the spontaneous sputum deposition (SSD) group (42.1%, P < .0487) and similar to the BAL sediment (76.2%) and the lung biopsy (54.5%) groups. The overall 2-year death rate of our PAP patients was 17.6% (3/17), not statistically different from the healthy adults and patients with inflammatory diseases (0/13, P = .237 for both). ISD may be the preferred non-invasive sampling method for diagnosing PAP by electronic microscopy because of the higher diagnostic yield than SSD. The diagnostic yields of this noninvasive method were similar to that of lung core biopsy and BAL.
Collapse
Affiliation(s)
- Ziling Huang
- a Department of Pathology , Tongji Hospital, Tongji University School of Medicine , Shanghai , China.,b Department of Pathology , Labway Clinical Laboratory Shanghai Ltd ., Shanghai , China
| | - Xianghua Yi
- a Department of Pathology , Tongji Hospital, Tongji University School of Medicine , Shanghai , China
| | - Benfang Luo
- c Department of Special Inspection , Shanghai Pulmonary Hospital, Tongji University School of Medicine , Shanghai , China
| | - Jian Zhu
- b Department of Pathology , Labway Clinical Laboratory Shanghai Ltd ., Shanghai , China
| | - Yunjin Wu
- a Department of Pathology , Tongji Hospital, Tongji University School of Medicine , Shanghai , China
| | - Wenxia Jiang
- d Department of Pathology , Tongji University School of Medicine , Shanghai , China
| | - Haiqing Chu
- e Department of Respiratory Medicine , Shanghai Pulmonary Hospital, Tongji University School of Medicine , Shanghai , China
| | - Zhongmin Yang
- f Department of Respiratory Medicine , Tongji Hospital, Tongji University School of Medicine , Shanghai , China
| | - Shuai Li
- a Department of Pathology , Tongji Hospital, Tongji University School of Medicine , Shanghai , China
| | - Hailong Zhu
- a Department of Pathology , Tongji Hospital, Tongji University School of Medicine , Shanghai , China
| | - Suxia Zhang
- a Department of Pathology , Tongji Hospital, Tongji University School of Medicine , Shanghai , China
| | - Lanjing Zhang
- g Department of Pathology , University Medical Center of Princeton , Plainsboro , NJ , USA.,h Department of Pathology and Laboratory Medicine , Rutgers Robert Wood Johnson Medical School , New Brunswick , NJ , USA.,i Department of Chemical Biology , Rutgers Ernest Mario School of Pharmacy , Piscataway , NJ , USA.,j Rutgers Cancer Institute of New Jersey , New Brunswick , NJ , USA
| | - Yu Zeng
- a Department of Pathology , Tongji Hospital, Tongji University School of Medicine , Shanghai , China
| |
Collapse
|
24
|
Collie D, Glendinning L, Govan J, Wright S, Thornton E, Tennant P, Doherty C, McLachlan G. Lung Microbiota Changes Associated with Chronic Pseudomonas aeruginosa Lung Infection and the Impact of Intravenous Colistimethate Sodium. PLoS One 2015; 10:e0142097. [PMID: 26544950 PMCID: PMC4636361 DOI: 10.1371/journal.pone.0142097] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 10/16/2015] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Exacerbations associated with chronic lung infection with Pseudomonas aeruginosa are a major contributor to morbidity, mortality and premature death in cystic fibrosis. Such exacerbations are treated with antibiotics, which generally lead to an improvement in lung function and reduced sputum P. aeruginosa density. This potentially suggests a role for the latter in the pathogenesis of exacerbations. However, other data suggesting that changes in P. aeruginosa sputum culture status may not reliably predict an improvement in clinical status, and data indicating no significant changes in either total bacterial counts or in P. aeruginosa numbers in sputum samples collected prior to pulmonary exacerbation sheds doubt on this assumption. We used our recently developed lung segmental model of chronic Pseudomonas infection in sheep to investigate the lung microbiota changes associated with chronic P. aeruginosa lung infection and the impact of systemic therapy with colistimethate sodium (CMS). METHODOLOGY/PRINCIPAL FINDINGS We collected protected specimen brush (PSB) samples from sheep (n = 8) both prior to and 14 days after establishment of chronic local lung infection with P aeruginosa. Samples were taken from both directly infected lung segments (direct) and segments spatially remote to such sites (remote). Four sheep were treated with daily intravenous injections of CMS between days 7 and 14, and four were treated with a placebo. Necropsy examination at d14 confirmed the presence of chronic local lung infection and lung pathology in every direct lung segment. The predominant orders in lung microbiota communities before infection were Bacillales, Actinomycetales and Clostridiales. While lung microbiota samples were more likely to share similarities with other samples derived from the same lung, considerable within- and between-animal heterogeneity could be appreciated. Pseudomonadales joined the aforementioned list of predominant orders in lung microbiota communities after infection. Whilst treatment with CMS appeared to have little impact on microbial community composition after infection, or the change undergone by communities in reaching that state, when Gram negative organisms (excluding Pseudomonadales) were considered together as a group there was a significant decrease in their relative proportion that was only observed in the sheep treated with CMS. With only one exception the reduction was seen in both direct and remote lung segments. This reduction, coupled with generally increasing or stable levels of Pseudomonadales, meant that the proportion of the latter relative to total Gram negative bacteria increased in all bar one direct and one remote lung segment. CONCLUSIONS/SIGNIFICANCE The proportional increase in Pseudomonadales relative to other Gram negative bacteria in the lungs of sheep treated with systemic CMS highlights the potential for such therapies to inadvertently select or create a niche for bacteria seeding from a persistent source of chronic infection.
Collapse
Affiliation(s)
- David Collie
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, United Kingdom
- * E-mail:
| | - Laura Glendinning
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, United Kingdom
| | - John Govan
- University of Edinburgh, Medical School, Edinburgh, Scotland, United Kingdom
| | - Steven Wright
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, United Kingdom
| | - Elisabeth Thornton
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, United Kingdom
| | - Peter Tennant
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, United Kingdom
| | - Catherine Doherty
- University of Edinburgh, Medical School, Edinburgh, Scotland, United Kingdom
| | - Gerry McLachlan
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, United Kingdom
| |
Collapse
|
25
|
Baraniuk JN, Casado B, Pannell LK, McGarvey PB, Boschetto P, Luisetti M, Iadarola P. Protein networks in induced sputum from smokers and COPD patients. Int J Chron Obstruct Pulmon Dis 2015; 10:1957-75. [PMID: 26396508 PMCID: PMC4576903 DOI: 10.2147/copd.s75978] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
RATIONALE Subtypes of cigarette smoke-induced disease affect different lung structures and may have distinct pathophysiological mechanisms. OBJECTIVE To determine if proteomic classification of the cellular and vascular origins of sputum proteins can characterize these mechanisms and phenotypes. SUBJECTS AND METHODS Individual sputum specimens from lifelong nonsmokers (n=7) and smokers with normal lung function (n=13), mucous hypersecretion with normal lung function (n=11), obstructed airflow without emphysema (n=15), and obstruction plus emphysema (n=10) were assessed with mass spectrometry. Data reduction, logarithmic transformation of spectral counts, and Cytoscape network-interaction analysis were performed. The original 203 proteins were reduced to the most informative 50. Sources were secretory dimeric IgA, submucosal gland serous and mucous cells, goblet and other epithelial cells, and vascular permeability. RESULTS Epithelial proteins discriminated nonsmokers from smokers. Mucin 5AC was elevated in healthy smokers and chronic bronchitis, suggesting a continuum with the severity of hypersecretion determined by mechanisms of goblet-cell hyperplasia. Obstructed airflow was correlated with glandular proteins and lower levels of Ig joining chain compared to other groups. Emphysema subjects' sputum was unique, with high plasma proteins and components of neutrophil extracellular traps, such as histones and defensins. In contrast, defensins were correlated with epithelial proteins in all other groups. Protein-network interactions were unique to each group. CONCLUSION The proteomes were interpreted as complex "biosignatures" that suggest distinct pathophysiological mechanisms for mucin 5AC hypersecretion, airflow obstruction, and inflammatory emphysema phenotypes. Proteomic phenotyping may improve genotyping studies by selecting more homogeneous study groups. Each phenotype may require its own mechanistically based diagnostic, risk-assessment, drug- and other treatment algorithms.
Collapse
Affiliation(s)
- James N Baraniuk
- Division of Rheumatology, Immunology and Allergy, Georgetown University, Washington, DC, USA
| | - Begona Casado
- Division of Rheumatology, Immunology and Allergy, Georgetown University, Washington, DC, USA
| | - Lewis K Pannell
- Proteomics and Mass Spectrometry Laboratory, Mitchell Cancer Center, University of South Alabama, Mobile, AL, USA
| | - Peter B McGarvey
- Innovation Center for Biomedical Informatics, Georgetown University, Washington, DC, USA
| | - Piera Boschetto
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Maurizio Luisetti
- SC Pneumologia, Dipartimento Medicina Molecolare, Fondazione IRCCS Policlinico San Matteo, University of Pavia, Pavia, Italy
| | - Paolo Iadarola
- Lazzaro Spallanzani Department of Biology and Biotechnology, University of Pavia, Pavia, Italy
| |
Collapse
|
26
|
Kloß S, Lorenz B, Dees S, Labugger I, Rösch P, Popp J. Destruction-free procedure for the isolation of bacteria from sputum samples for Raman spectroscopic analysis. Anal Bioanal Chem 2015; 407:8333-41. [DOI: 10.1007/s00216-015-8743-x] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Revised: 04/13/2015] [Accepted: 04/27/2015] [Indexed: 11/25/2022]
|
27
|
t’Kindt R, Telenga ED, Jorge L, Van Oosterhout AJM, Sandra P, Ten Hacken NHT, Sandra K. Profiling over 1500 Lipids in Induced Lung Sputum and the Implications in Studying Lung Diseases. Anal Chem 2015; 87:4957-64. [DOI: 10.1021/acs.analchem.5b00732] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Ruben t’Kindt
- Metablys, Research Institute for Chromatography, President Kennedypark 26, Kortrijk, 8500 Belgium
| | | | - Lucie Jorge
- Metablys, Research Institute for Chromatography, President Kennedypark 26, Kortrijk, 8500 Belgium
| | | | - Pat Sandra
- Metablys, Research Institute for Chromatography, President Kennedypark 26, Kortrijk, 8500 Belgium
| | | | - Koen Sandra
- Metablys, Research Institute for Chromatography, President Kennedypark 26, Kortrijk, 8500 Belgium
| |
Collapse
|
28
|
Pedersen F, Holz O, Lauer G, Quintini G, Kiwull-Schöne H, Kirsten AM, Magnussen H, Rabe KF, Goldmann T, Watz H. Multi-analyte profiling of inflammatory mediators in COPD sputum – The effects of processing. Cytokine 2015; 71:401-4. [DOI: 10.1016/j.cyto.2014.10.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2014] [Revised: 08/15/2014] [Accepted: 10/28/2014] [Indexed: 11/30/2022]
|
29
|
Terracciano R, Pelaia G, Preianò M, Savino R. Asthma and COPD proteomics: current approaches and future directions. Proteomics Clin Appl 2015; 9:203-20. [PMID: 25504544 DOI: 10.1002/prca.201400099] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Revised: 11/26/2014] [Accepted: 12/08/2014] [Indexed: 12/25/2022]
Abstract
Although asthma and chronic obstructive pulmonary disease COPD represent the two most common chronic respiratory diseases worldwide, the mechanisms underlying their pathobiology need to be further elucidated. Presently, differentiation of asthma and COPD are largely based on clinical and lung function parameters. However, the complexity of these multifactorial diseases may lead to misclassification and to inappropriate management strategies. Recently, tremendous progress in MS has extended the sensitivity, accuracy, and speed of analysis, enabling the identification of thousands of proteins per experiment. Beyond identification, MS has also greatly implemented quantitation issues allowing to assess qualitative-quantitative differences in protein profiles of different samples, in particular diseased versus normal. Herein, we provide a summary of recent proteomics-based investigations in the field of asthma/COPD, highlighting major issues related to sampling and processing procedures for proteomic analyses of specific airway and parenchymal specimens (induced sputum, exhaled breath condensate, epithelial lining fluid, bronchoalveolar and nasal lavage fluid), as well as blood-derived specimen (plasma and serum). Within such a context, together with current difficulties and limitations mainly due to lack of general standardization in preanalytical sampling procedure, our discussion will focus on the challenges and possible benefits of proteomic studies in phenotypic stratification of asthma and COPD.
Collapse
Affiliation(s)
- Rosa Terracciano
- Department of Health Sciences, "Magna Graecia" University of Catanzaro, Catanzaro, Italy
| | | | | | | |
Collapse
|
30
|
Wiktorowicz JE, Jamaluddin M. Proteomic analysis of the asthmatic airway. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 795:221-32. [PMID: 24162912 DOI: 10.1007/978-1-4614-8603-9_14] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Proteomic investigations in general utilize varied technologies for sample preparation, separations, quantification, protein identification, and biological rationalization. Their applications range from pure discovery and mechanistic studies to biomarker discovery/verification/validation. In each specific case, the analytical strategy to be implemented is tailored to the type of sample that serves as the target of the investigations. Proteomic investigations take into consideration sample complexity, the cellular heterogeneity (particularly from tissues), the potential dynamic range of the protein and peptide abundance within the sample, the likelihood of posttranslational modifications (PTM), and other important factors that might influence the final output of the study. We describe the sample types typically used for proteomic investigations into the biology of asthma and review the most recent related publications with special attention to those that deal with the unique airway samples such as bronchoalveolar lavage fluids (BALF), epithelial lining fluid and cells (ELF), induced sputum (IS), and exhaled breath condensate (EBC). Finally, we describe the newest proteomics approaches to sample preparation of the unique airway samples, BALF and IS.
Collapse
Affiliation(s)
- John E Wiktorowicz
- Department of Biochemistry & Molecular Biology, University of Texas Medical Branch, 2.208A Basic Science Bldg, 301 University Blvd, Galveston, TX, 77555-0635, USA,
| | | |
Collapse
|
31
|
Hentschel J, Jäger M, Beiersdorf N, Fischer N, Doht F, Michl RK, Lehmann T, Markert UR, Böer K, Keller PM, Pletz MW, Mainz JG. Dynamics of soluble and cellular inflammatory markers in nasal lavage obtained from cystic fibrosis patients during intravenous antibiotic treatment. BMC Pulm Med 2014; 14:82. [PMID: 24885494 PMCID: PMC4024110 DOI: 10.1186/1471-2466-14-82] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2013] [Accepted: 04/24/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In cystic fibrosis (CF) patients, the upper airways display the same ion channel defect as evident in the lungs, resulting in chronic inflammation and infection. Recognition of the sinonasal area as a site of first and persistent infection with pathogens, such as Pseudomonas aeruginosa, reinforces the "one-airway" hypothesis. Therefore, we assessed the effect of systemic antibiotics against pulmonary pathogens on sinonasal inflammation. METHODS Nasal lavage fluid (NLF) from 17 CF patients was longitudinally collected prior to and during elective intravenous (i.v.) antibiotic treatment to reduce pathogen burden and resulting inflammation (median treatment time at time of analysis: 6 days). Samples were assessed microbiologically and cytologically. Cytokine and chemokine expression was measured by Cytometric Bead Array and ELISA (interleukin (IL)-1β, IL-6, IL-8, MPO, MMP9, RANTES and NE). Findings were compared with inflammatory markers from NLF obtained from 52 healthy controls. RESULTS Initially, the total cell count of the NLF was significantly higher in CF patients than in controls. However after i.v. antibiotic treatment it decreased to a normal level. Compared with controls, detection frequencies and absolute concentrations of MPO, IL-8, IL-6 and IL-1β were also significantly higher in CF patients. The detection frequency of TNF was also higher. Furthermore, during i.v. therapy sinonasal concentrations of IL-6 decreased significantly (P = 0.0059), while RANTES and MMP9 levels decreased 10-fold and two-fold, respectively. PMN-Elastase, assessed for the first time in NFL, did not change during therapy. CONCLUSIONS Analysis of NLF inflammatory markers revealed considerable differences between controls and CF patients, with significant changes during systemic i.v. AB treatment within just 6 days. Thus, our data support further investigation into the collection of samples from the epithelial surface of the upper airways by nasal lavage as a potential diagnostic and research tool.
Collapse
Affiliation(s)
- Julia Hentschel
- CF-Centre, Pediatrics, Jena University Hospital, Jena, Germany.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
32
|
Application of proteomics and peptidomics to COPD. BIOMED RESEARCH INTERNATIONAL 2014; 2014:764581. [PMID: 24895607 PMCID: PMC4026877 DOI: 10.1155/2014/764581] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2014] [Accepted: 03/24/2014] [Indexed: 11/24/2022]
Abstract
Chronic obstructive pulmonary disease (COPD) is a complex disorder involving both airways and lung parenchyma, usually associated with progressive and poorly reversible airflow limitation. In order to better characterize the phenotypic heterogeneity and the prognosis of patients with COPD, there is currently an urgent need for discovery and validation of reliable disease biomarkers. Within this context, proteomic and peptidomic techniques are emerging as very valuable tools that can be applied to both systemic and pulmonary samples, including peripheral blood, induced sputum, exhaled breath condensate, bronchoalveolar lavage fluid, and lung tissues. Identification of COPD biomarkers by means of proteomic and peptidomic approaches can thus also lead to discovery of new molecular targets potentially useful to improve and personalize the therapeutic management of this widespread respiratory disease.
Collapse
|
33
|
Boots AW, Smolinska A, van Berkel JJBN, Fijten RRR, Stobberingh EE, Boumans MLL, Moonen EJ, Wouters EFM, Dallinga JW, Van Schooten FJ. Identification of microorganisms based on headspace analysis of volatile organic compounds by gas chromatography-mass spectrometry. J Breath Res 2014; 8:027106. [PMID: 24737039 DOI: 10.1088/1752-7155/8/2/027106] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The identification of specific volatile organic compounds (VOCs) produced by microorganisms may assist in developing a fast and accurate methodology for the determination of pulmonary bacterial infections in exhaled air. As a first step, pulmonary bacteria were cultured and their headspace analyzed for the total amount of excreted VOCs to select those compounds which are exclusively associated with specific microorganisms. Development of a rapid, noninvasive methodology for identification of bacterial species may improve diagnostics and antibiotic therapy, ultimately leading to controlling the antibiotic resistance problem. Two hundred bacterial headspace samples from four different microorganisms (Escherichia coli, Pseudomonas aeruginosa, Staphylococcus aureus and Klebsiella pneumoniae) were analyzed by gas chromatography-mass spectrometry to detect a wide array of VOCs. Statistical analysis of these volatiles enabled the characterization of specific VOC profiles indicative for each microorganism. Differences in VOC abundance between the bacterial types were determined using ANalysis of VAriance-principal component analysis (ANOVA-PCA). These differences were visualized with PCA. Cross validation was applied to validate the results. We identified a large number of different compounds in the various headspaces, thus demonstrating a highly significant difference in VOC occurrence of bacterial cultures compared to the medium and between the cultures themselves. Additionally, a separation between a methicillin-resistant and a methicillin-sensitive isolate of S. aureus could be made due to significant differences between compounds. ANOVA-PCA analysis showed that 25 VOCs were differently profiled across the various microorganisms, whereas a PCA score plot enabled the visualization of these clear differences between the bacterial types. We demonstrated that identification of the studied microorganisms, including an antibiotic susceptible and resistant S. aureus substrain, is possible based on a selected number of compounds measured in the headspace of these cultures. These in vitro results may translate into a breath analysis approach that has the potential to be used as a diagnostic tool in medical microbiology.
Collapse
Affiliation(s)
- A W Boots
- Department of Toxicology, Maastricht University, Maastricht, The Netherlands
| | | | | | | | | | | | | | | | | | | |
Collapse
|
34
|
Pedersen F, Marwitz S, Seehase S, Kirsten AM, Zabel P, Vollmer E, Rabe KF, Magnussen H, Watz H, Goldmann T. HOPE-preservation of paraffin-embedded sputum samples--a new way of bioprofiling in COPD. Respir Med 2013; 107:587-95. [PMID: 23312618 DOI: 10.1016/j.rmed.2012.12.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2012] [Revised: 12/03/2012] [Accepted: 12/09/2012] [Indexed: 11/26/2022]
Abstract
Induced sputum is a non-invasive sampling technique for the analysis of airway inflammation in various lung diseases and comprises valuable potential for the identification of biomarkers and therapeutic targets by molecular methods. In the context of biobanking with preservation of induced sputum samples for subsequent analyses we applied the HEPES-glutamic acid buffer-mediated organic solvent protection effect (HOPE)-technique for preparation of induced sputum samples. Induced sputum samples of 20 patients with moderate to severe chronic obstructive pulmonary disease (COPD) and 12 healthy controls were collected. Cell pellets of induced sputum samples were preserved with HOPE and subsequently embedded in paraffin. Immunostaining of paraffin-block sections for interleukin-8, interleukin-17, myeloperoxidase, matrixmetalloproteinase-9, CD68, and CD8 revealed distinct signals without antigen retrieval. Moreover, RNA was extracted and successfully used for transcription microarray analysis. Sputum samples preserved by the HOPE-technique display a tool to address scientific approaches in pulmonary research, which can enable the identification of new biomarkers and therapeutic targets in respiratory diseases.
Collapse
Affiliation(s)
- Frauke Pedersen
- Pulmonary Research Institute at Hospital Grosshansdorf, Center for Pneumology and Thoracic Surgery, Grosshansdorf, Germany.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
35
|
Kwon JW, Kim TW, Kim KM, Jung JW, Cho SH, Min KU, Kim YY, Park HW. Differences in airway inflammation according to atopic status in patients with chronic rhinitis. Asia Pac Allergy 2012; 2:248-55. [PMID: 23130330 PMCID: PMC3486969 DOI: 10.5415/apallergy.2012.2.4.248] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2012] [Accepted: 10/18/2012] [Indexed: 02/02/2023] Open
Abstract
Background Chronic rhinitis is a heterogeneous group of diseases that cause nasal inflammation. And the nose may be a window into the lung in the concept of "one airway one disease." Objective This study was conducted to evaluate differences between the different forms of chronic rhinitis in terms of lower airway inflammation. Methods Patients that attended the allergy clinic and presented with moderate/severe persistent rhinitis symptoms for more than 1 year were enrolled. The patients with chronic rhinitis were classified into two groups (house dust mites [HDM]-sensitive allergic rhinitis [AR] or non-allergic rhinitis [NAR]) according to the presence of atopy, and additionally according to nasal polyposis and airway hyperresponsiveness, respectively. Medical records were reviewed and the mRNA expression levels of IL-5, IFN-γ, TGF-β1, IL-17A, and IL-25 were evaluated in induced sputum samples in each group. Results Induced sputum samples of 53 patients were evaluated. Patients with NAR were significantly older than patients with HDM-sensitive AR (p < 0.05). Nasal polyposis was more prevalent in NAR patients than in HDM-sensitive AR patients (10.2% vs. 62.5%, p < 0.001). The expression levels of IL-17A mRNA were higher in NAR patients, regardless of the presence of airway hyperresponsiveness (p = 0.005). Conclusion These results suggest that patients with different forms of chronic rhinitis could have different inflammatory environments in their lower airway and NAR patients might have bronchial inflammation related to the elevated levels of IL-17A compared to HDM-sensitive AR patients.
Collapse
Affiliation(s)
- Jae-Woo Kwon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul 110-799, Korea. ; Institute of Allergy and Clinical Immunology, Seoul National University Medical Research Center, Seoul 110-460, Korea. ; Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam 463-707, Korea
| | | | | | | | | | | | | | | |
Collapse
|
36
|
Terracciano R, Preianò M, Palladino GP, Carpagnano GE, Barbaro MPF, Pelaia G, Savino R, Maselli R. Peptidome profiling of induced sputum by mesoporous silica beads and MALDI-TOF MS for non-invasive biomarker discovery of chronic inflammatory lung diseases. Proteomics 2011; 11:3402-14. [PMID: 21751363 DOI: 10.1002/pmic.201000828] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Induced sputum is recognized as being of increasing importance for the diagnosis and monitoring of chronic inflammatory lung diseases. The main purpose of this study is to provide a valid approach to better fractionate and characterize the still under-estimated low-molecular weight proteome of induced sputum by using mesoporous silica beads (MSBs) SPE coupled to MALDI-TOF MS. Sputum peptides were captured from both derivatized and non-derivatized MSBs and then profiled by MALDI-TOF MS. Depending on the chemical groups present on the mesoporous surface, complex peptide mixtures were extracted from induced sputum and converted into reproducible MALDI profiles. The number of peaks detected as a function of S/N was evaluated for each mesoporous surface. More than 400 peaks with an S/N>5 were obtained in comparison to 200 peaks detected without MSBs. Additionally, as a proof-of-principle, we investigated the ability of this platform to discriminate between the "sputome" of patients with asthma and chronic obstructive pulmonary disease, and between these groups and those of healthy control subjects. Six m/z peaks emerged as potential diagnostic peptidic patterns able to differentiate these inflammatory airway diseases in the sputome range. Human α-defensins (human neutrophil peptide (HNP)1, HNP2, HNP3) and three C-terminal amidated peptides, one of which is phosphorylated on serine, were identified by MALDI-TOF/TOF MS. These findings may contribute to defining a high-throughput screening MS-based platform for monitoring key peptidic-biomarkers for inflammatory and chronic respiratory diseases in induced sputum samples.
Collapse
Affiliation(s)
- Rosa Terracciano
- Department of Experimental and Clinical Medicine, University Magna Grxcia, Catanzaro, Italy.
| | | | | | | | | | | | | | | |
Collapse
|
37
|
Induced sputum proteome in healthy subjects and asthmatic patients. J Allergy Clin Immunol 2011; 128:1176-1184.e6. [PMID: 21906793 DOI: 10.1016/j.jaci.2011.07.053] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2011] [Revised: 07/22/2011] [Accepted: 07/27/2011] [Indexed: 11/21/2022]
Abstract
BACKGROUND Asthma is a heterogeneous disease characterized by abnormal airway pathophysiology and susceptibility to different stimuli, as exemplified by a subset of patients with exercise-induced bronchoconstriction. Induced sputum provides a noninvasive method to sample airway biofluids that are enriched in proteins. OBJECTIVE We hypothesized that novel mechanisms in the pathogenesis of asthma might be revealed by studying the patterns of protein expression in induced sputum. METHODS We used shotgun proteomics to analyze induced sputum from 5 healthy subjects and 10 asthmatic patients, including 5 with exercise-induced bronchoconstriction. Differential protein expression among asthmatic patients, asthma subphenotypes, and control subjects was determined by using spectral counting and computational methods. RESULTS Using Gene Ontology analysis, we defined the functional landscape of the induced sputum proteome and applied network analysis to construct a protein interaction map for this airway compartment. Shotgun proteomics analysis identified a number of proteins the differential enrichment or depletion of which robustly distinguished asthmatic patients from healthy control subjects and captured the effects of exercise on induced sputum proteome. Functional and network analysis identified key processes, including proteolytic activity, that are known contributors to airway remodeling. Importantly, this approach highlighted previously unrecognized roles for differentially expressed proteins in pathways implicated in asthma, such as modulation of phospholipase A(2) by secretoglobin, a putative role for S100A8/9 in human asthma, and selective upregulation of complement component 3a in response to exercise in asthmatic patients. CONCLUSION Computationally intensive analysis of induced sputum proteome is a powerful approach to understanding the pathophysiology of asthma and a promising methodology to investigating other diseases of the airways.
Collapse
|
38
|
Park CS, Rhim T. Application of proteomics in asthma research. Expert Rev Proteomics 2011; 8:221-30. [PMID: 21501015 DOI: 10.1586/epr.11.4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Bronchial asthma is caused by allergic airway inflammation, resulting in reversible airway obstruction, characterized by airway hyper-responsiveness, bronchoconstriction, increased mucus secretion and an increase in lung vessel permeability. The pathophysiological changes in asthma have been attributed to the altered expression of biologically plausible proteins associated with transcriptional pathways, inflammatory mediators, chemokines, cytokines, apoptosis and cell proliferation. Such multifactorial diseases characteristically involve an interplay of many genetic variations of molecular and biochemical pathways and their interactions with environmental factors. The complex nature of the asthma phenotype, together with genetic heterogeneity and environmental influences, has made it difficult to uncover the aspects that underlie this common disease. Recently, genomic and proteomic technologies have been developed to identify associations between genes, proteins and disease. This approach, called 'omics biology', aims to recognize early onset of disease, institute preventive treatment and identify new molecular targets for novel drugs in multifactorial diseases. This article reviews examples of how proteomic technology can be used to find asthma marker proteins (from the cell model to clinical samples). Identification of protein changes in different stages of asthma could provide further insights into the complex molecular mechanisms involved in this disease. These studies provide new insights for finding novel pathological mediators and biomarkers of asthma.
Collapse
Affiliation(s)
- Choon-Sik Park
- Genome Research Center for Allergy and Respiratory Disease, Soonchunhyang University Hospital, Bucheon, South Korea
| | | |
Collapse
|
39
|
Frankenberger M, Eder C, Hofer TPJ, Heimbeck I, Skokann K, Kassner G, Weber N, Möller W, Ziegler-Heitbrock L. Chemokine expression by small sputum macrophages in COPD. Mol Med 2011; 17:762-70. [PMID: 21327296 DOI: 10.2119/molmed.2010.00202] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2010] [Accepted: 02/08/2011] [Indexed: 11/06/2022] Open
Abstract
Small sputum macrophages represent highly active cells that increase in the airways of patients with inflammatory diseases such as chronic obstructive pulmonary disease (COPD). It has been reported often that levels of cytokines, chemokines and pro-teases are increased in sputum supernatants of these patients. In COPD, the small sputum macrophages may contribute to these supernatant proteins and recruit additional cells via specific chemokine expression patterns. We therefore investigated the expression profile of chemokines in sputum macrophages obtained from COPD patients in comparison to cells from healthy donors and cells isolated after inhalation of lipopolysaccharide (LPS). We used the minimally invasive procedure of sputum induction and have purified macrophages with the RosetteSep technology. Using macrophage purification and flow cytometry we show that in COPD small sputum macrophages account for 85.9% ± 8.3% compared with 12.9% ± 7.1% of total macrophages in control donors. When looking at chemokine expression we found, for the small macrophages in COPD, increased transcript and protein levels for CCL2, CCL7, CCL13 and CCL22 with a more than 100-fold increase for CCL13 mRNA (P < 0.001). Looking at active smokers without COPD, there is a substantial increase of small macrophages to 60% ± 15% and, here, chemokine expression is increased as well. In a model of airway inflammation healthy volunteers inhaled 20 μg of lipopolysaccharide (LPS), which resulted in an increase of small sputum macrophages from 18% ± 19% to 64% ± 25%. The pattern of chemokine expression was, however, different with an upregulation for CCL2 and CCL7, while CCL13 was downregulated three-fold in the LPS-induced small macrophages. These data demonstrate that sputum macrophages in COPD show induction of a specific set of CCL chemokines, which is distinct from what can be induced by LPS.
Collapse
Affiliation(s)
- Marion Frankenberger
- Clinical Cooperation Group Inflammatory Lung Diseases, Asklepios Fachkliniken München-Gauting and Helmholtz Center Munich, Gauting, Germany.
| | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Balch WE, Yates JR. Application of mass spectrometry to study proteomics and interactomics in cystic fibrosis. Methods Mol Biol 2011; 742:227-247. [PMID: 21547736 DOI: 10.1007/978-1-61779-120-8_14] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
The cystic fibrosis transmembrane conductance regulator (CFTR) does not function in isolation, but rather in a complex network of protein-protein interactions that dictate the physiology of a healthy cell and tissue and, when defective, the pathophysiology characteristic of cystic fibrosis (CF) disease. To begin to address the organization and operation of the extensive cystic fibrosis protein network dictated by simultaneous and sequential interactions, it will be necessary to understand the global protein environment (the proteome) in which CFTR functions in the cell and the local network that dictates CFTR folding, trafficking, and function at the cell surface. Emerging mass spectrometry (MS) technologies and methodologies offer an unprecedented opportunity to fully characterize both the proteome and the protein interactions directing normal CFTR function and to define what goes wrong in disease. Below we provide the CF investigator with a general introduction to the capabilities of modern mass spectrometry technologies and methodologies with the goal of inspiring further application of these technologies for development of a basic understanding of the disease and for the identification of novel pathways that may be amenable to therapeutic intervention in the clinic.
Collapse
Affiliation(s)
- William E Balch
- Department of Cell Biology, The Scripps Research Institute, La Jolla, CA 92037, USA.
| | | |
Collapse
|
41
|
Baines KJ, Simpson JL, Wood LG, Scott RJ, Gibson PG. Transcriptional phenotypes of asthma defined by gene expression profiling of induced sputum samples. J Allergy Clin Immunol 2011; 127:153-60, 160.e1-9. [DOI: 10.1016/j.jaci.2010.10.024] [Citation(s) in RCA: 186] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2010] [Revised: 10/13/2010] [Accepted: 10/20/2010] [Indexed: 10/18/2022]
|
42
|
Porro C, Lepore S, Trotta T, Castellani S, Ratclif L, Battaglino A, Di Gioia S, Martínez MC, Conese M, Maffione AB. Isolation and characterization of microparticles in sputum from cystic fibrosis patients. Respir Res 2010; 11:94. [PMID: 20618958 PMCID: PMC2910006 DOI: 10.1186/1465-9921-11-94] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2010] [Accepted: 07/09/2010] [Indexed: 12/29/2022] Open
Abstract
Background Microparticles (MPs) are membrane vesicles released during cell activation and apoptosis. MPs have different biological effects depending on the cell from they originate. Cystic fibrosis (CF) lung disease is characterized by massive neutrophil granulocyte influx in the airways, their activation and eventually apoptosis. We investigated on the presence and phenotype of MPs in the sputum, a rich non-invasive source of inflammation biomarkers, of acute and stable CF adult patients. Methods Spontaneous sputum, obtained from 21 CF patients (10 acute and 11 stable) and 7 patients with primary ciliary dyskinesia (PCD), was liquefied with Sputasol. MPs were counted, visualized by electron microscopy, and identified in the supernatants of treated sputum by cytofluorimetry and immunolabelling for leukocyte (CD11a), granulocyte (CD66b), and monocyte-macrophage (CD11b) antigens. Results Electron microscopy revealed that sputum MPs were in the 100-500 nm range and did not contain bacteria, confirming microbiological tests. CF sputa contained higher number of MPs in comparison with PCD sputa. Levels of CD11a+-and CD66b+-, but not CD11b+-MPs were significantly higher in CF than in PCD, without differences between acute and stable patients. Conclusions In summary, MPs are detectable in sputa obtained from CF patients and are predominantly of granulocyte origin. This novel isolation method for MPs from sputum opens a new opportunity for the study of lung pathology in CF.
Collapse
Affiliation(s)
- Chiara Porro
- Department of Biomedical Sciences, University of Foggia, Foggia, Italy.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Abstract
Although there is increasing interest in using pulmonary biomarkers for a more complete and clinically relevant assessment of COPD and a plethora of biomarkers are becoming available, there is little information regarding their reproducibility and correlation with other outcome measurements in COPD. The lack of well-validated biomarkers that can be used for monitoring disease activity, predicting future clinical outcomes and the effect of therapeutic interventions highlights the factual need to identify new biomarkers in COPD. It is likely that, using what is called 'integrative functional informatics', which is a novel direction in the interfacing and integration of different technologies (genomics, proteomics, metabolomics and metabonomics, pharmacogenetics, and integrative approaches) for collection and analysis of data on biomarkers, we will be able to identify robust, reliable, and reproducible biomarkers in COPD.
Collapse
Affiliation(s)
- Mario Cazzola
- Department of Internal Medicine, Respiratory Clinical Pharmacology Unit, University of Rome Tor Vergata, Rome, Italy.
| | | |
Collapse
|