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Mola S, Pinton G, Erreni M, Corazzari M, De Andrea M, Grolla AA, Martini V, Moro L, Porta C. Inhibition of the Histone Methyltransferase EZH2 Enhances Protumor Monocyte Recruitment in Human Mesothelioma Spheroids. Int J Mol Sci 2021; 22:ijms22094391. [PMID: 33922336 PMCID: PMC8122808 DOI: 10.3390/ijms22094391] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/15/2021] [Accepted: 04/20/2021] [Indexed: 12/29/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is a highly aggressive cancer with a long latency period and dismal prognosis. Recently, tazemetostat (EPZ-6438), an inhibitor of the histone methyltransferase EZH2, has entered clinical trials due to the antiproliferative effects reported on MPM cells. However, the direct and indirect effects of epigenetic reprogramming on the tumor microenvironment are hitherto unexplored. To investigate the impact of tumor-associated macrophages (TAMs) on MPM cell responsiveness to tazemetostat, we developed a three-dimensional MPM spheroid model that recapitulates in vitro, both monocytes’ recruitment in tumors and their functional differentiation toward a TAM-like phenotype (Mo-TAMs). Along with an increased expression of genes for monocyte chemoattractants, inhibitory immune checkpoints, immunosuppressive and M2-like molecules, Mo-TAMs promote tumor cell proliferation and spreading. Prolonged treatment of MPM spheroids with tazemetostat enhances both the recruitment of Mo-TAMs and the expression of their protumor phenotype. Therefore, Mo-TAMs profoundly suppress the antiproliferative effects due to EZH2 inhibition in MPM cells. Overall, our findings indicate that TAMs are a driving force for MPM growth, progression, and resistance to tazemetostat; therefore, strategies of TAM depletion might be evaluated to improve the therapeutic efficacy of pharmacological inhibition of EZH2.
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Affiliation(s)
- Silvia Mola
- Department of Pharmaceutical Sciences, Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (S.M.); (G.P.); (A.A.G.); (L.M.)
- Center for Translational Research on Autoimmune & Allergic Diseases (CAAD), Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (M.C.); (M.D.A.); (V.M.)
| | - Giulia Pinton
- Department of Pharmaceutical Sciences, Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (S.M.); (G.P.); (A.A.G.); (L.M.)
| | - Marco Erreni
- Unit of Advanced Optical Microscopy, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy;
| | - Marco Corazzari
- Center for Translational Research on Autoimmune & Allergic Diseases (CAAD), Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (M.C.); (M.D.A.); (V.M.)
- Department of Health Sciences, University of Piemonte Orientale “A. Avogadro”, 28100 Novara, Italy
- Interdisciplinary Research Center of Autoimmune Diseases (IRCAD), University of Piemonte Orientale, 28100 Novara, Italy
| | - Marco De Andrea
- Center for Translational Research on Autoimmune & Allergic Diseases (CAAD), Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (M.C.); (M.D.A.); (V.M.)
- Department of Public Health and Pediatric Sciences, Medical School, University of Turin, 10126 Turin, Italy
| | - Ambra A. Grolla
- Department of Pharmaceutical Sciences, Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (S.M.); (G.P.); (A.A.G.); (L.M.)
| | - Veronica Martini
- Center for Translational Research on Autoimmune & Allergic Diseases (CAAD), Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (M.C.); (M.D.A.); (V.M.)
- Department of Translational Medicine (DIMET), University of Piemonte Orientale “A. Avogadro”, 28100 Novara, Italy
| | - Laura Moro
- Department of Pharmaceutical Sciences, Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (S.M.); (G.P.); (A.A.G.); (L.M.)
| | - Chiara Porta
- Department of Pharmaceutical Sciences, Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (S.M.); (G.P.); (A.A.G.); (L.M.)
- Center for Translational Research on Autoimmune & Allergic Diseases (CAAD), Università del Piemonte Orientale “Amedeo Avogadro”, 28100 Novara, Italy; (M.C.); (M.D.A.); (V.M.)
- Correspondence: ; Tel.: +39-0321-375883; Fax: +39-0321-375821
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Karunakaran KB, Yanamala N, Boyce G, Becich MJ, Ganapathiraju MK. Malignant Pleural Mesothelioma Interactome with 364 Novel Protein-Protein Interactions. Cancers (Basel) 2021; 13:1660. [PMID: 33916178 PMCID: PMC8037232 DOI: 10.3390/cancers13071660] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 03/19/2021] [Accepted: 03/22/2021] [Indexed: 12/20/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is an aggressive cancer affecting the outer lining of the lung, with a median survival of less than one year. We constructed an 'MPM interactome' with over 300 computationally predicted protein-protein interactions (PPIs) and over 2400 known PPIs of 62 literature-curated genes whose activity affects MPM. Known PPIs of the 62 MPM associated genes were derived from Biological General Repository for Interaction Datasets (BioGRID) and Human Protein Reference Database (HPRD). Novel PPIs were predicted by applying the HiPPIP algorithm, which computes features of protein pairs such as cellular localization, molecular function, biological process membership, genomic location of the gene, and gene expression in microarray experiments, and classifies the pairwise features as interacting or non-interacting based on a random forest model. We validated five novel predicted PPIs experimentally. The interactome is significantly enriched with genes differentially ex-pressed in MPM tumors compared with normal pleura and with other thoracic tumors, genes whose high expression has been correlated with unfavorable prognosis in lung cancer, genes differentially expressed on crocidolite exposure, and exosome-derived proteins identified from malignant mesothelioma cell lines. 28 of the interactors of MPM proteins are targets of 147 U.S. Food and Drug Administration (FDA)-approved drugs. By comparing disease-associated versus drug-induced differential expression profiles, we identified five potentially repurposable drugs, namely cabazitaxel, primaquine, pyrimethamine, trimethoprim and gliclazide. Preclinical studies may be con-ducted in vitro to validate these computational results. Interactome analysis of disease-associated genes is a powerful approach with high translational impact. It shows how MPM-associated genes identified by various high throughput studies are functionally linked, leading to clinically translatable results such as repurposed drugs. The PPIs are made available on a webserver with interactive user interface, visualization and advanced search capabilities.
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Affiliation(s)
- Kalyani B. Karunakaran
- Supercomputer Education and Research Centre, Indian Institute of Science, Bangalore 560012, India;
| | - Naveena Yanamala
- Exposure Assessment Branch, National Institute of Occupational Safety and Health, Center for Disease Control, Morgantown, WV 26506, USA; (N.Y.); (G.B.)
| | - Gregory Boyce
- Exposure Assessment Branch, National Institute of Occupational Safety and Health, Center for Disease Control, Morgantown, WV 26506, USA; (N.Y.); (G.B.)
| | - Michael J. Becich
- Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15206, USA;
| | - Madhavi K. Ganapathiraju
- Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15206, USA;
- Intelligent Systems Program, School of Computing and Information, University of Pittsburgh, Pittsburgh, PA 15213, USA
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Dell'Anno I, Martin SA, Barbarino M, Melani A, Silvestri R, Bottaro M, Paolicchi E, Corrado A, Cipollini M, Melaiu O, Giordano A, Luzzi L, Gemignani F, Landi S. Drug-repositioning screening identified fludarabine and risedronic acid as potential therapeutic compounds for malignant pleural mesothelioma. Invest New Drugs 2020; 39:644-657. [PMID: 33300108 PMCID: PMC8068714 DOI: 10.1007/s10637-020-01040-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 11/25/2020] [Indexed: 12/14/2022]
Abstract
Objectives Malignant pleural mesothelioma (MPM) is an occupational disease mainly due to asbestos exposure. Effective therapies for MPM are lacking, making this tumour type a fatal disease. Materials and Methods In order to meet this need and in view of a future "drug repositioning" approach, here we screened five MPM (Mero-14, Mero-25, IST-Mes2, NCI-H28 and MSTO-211H) and one SV40-immortalized mesothelial cell line (MeT-5A) as a non-malignant model, with a library of 1170 FDA-approved drugs. Results Among several potential compounds, we found that fludarabine (F-araA) and, to a lesser extent, risedronic acid (RIS) were cytotoxic in MPM cells, in comparison to the non-malignant Met-5A cells. In particular, F-araA reduced the proliferation and the colony formation ability of the MPM malignant cells, in comparison to the non-malignant control cells, as demonstrated by proliferation and colony formation assays, in addition to measurement of the phospho-ERK/total-ERK ratio. We have shown that the response to F-araA was not dependent upon the expression of DCK and NT5E enzymes, nor upon their functional polymorphisms (rs11544786 and rs2295890, respectively). Conclusion This drug repositioning screening approach has identified that F-araA could be therapeutically active against MPM cells, in addition to other tumour types, by inhibiting STAT1 expression and nucleic acids synthesis. Further experiments are required to fully investigate this.
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Affiliation(s)
- Irene Dell'Anno
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Sarah A Martin
- Centre for Cancer Cell and Molecular Biology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK
| | - Marcella Barbarino
- Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy.,Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA, 19122, USA
| | - Alessandra Melani
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Roberto Silvestri
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Maria Bottaro
- Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy
| | - Elisa Paolicchi
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Alda Corrado
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Monica Cipollini
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Ombretta Melaiu
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy.,Immuno-Oncology Laboratory, Department of Paediatric Haematology/Oncology and of Cell and Gene Therapy, Ospedale Pediatrico Bambino Gesù, IRCCS, 00165, Rome, Italy
| | - Antonio Giordano
- Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy.,Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA, 19122, USA
| | - Luca Luzzi
- Department of Medicine, Surgery and Neurosciences, Siena University Hospital, 53100, Siena, Italy
| | - Federica Gemignani
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy.
| | - Stefano Landi
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
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Sayan M, Mamidanna S, Fuat Eren M, Daliparty V, Zoto Mustafayev T, Nelson C, Ohri N, Jabbour SK, Guven Mert A, Atalar B. New horizons from novel therapies in malignant pleural mesothelioma. Adv Respir Med 2020; 88:343-351. [PMID: 32869268 PMCID: PMC10865433 DOI: 10.5603/arm.a2020.0103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 05/12/2020] [Indexed: 11/25/2022]
Abstract
Malignant pleural mesothelioma (MPM) is a relatively rare, but highly lethal cancer of the pleural mesothelial cells. Its pathoge-nesis is integrally linked to asbestos exposure. In spite of recent developments providing a more detailed understanding of the pathogenesis, the outcomes continue to be poor. To date, trimodality therapy involving surgery coupled with chemotherapy and/or radiotherapy remains the standard of therapy. The development of resistance of the tumor cells to radiation and several che-motherapeutic agents poses even greater challenges in the management of this cancer. Ionizing radiation damages cancer cell DNA and aids in therapeutic response, but it also activates cell survival signaling pathways that helps the tumor cells to overcome radiation-induced cytotoxicity. A careful evaluation of the biology involved in mesothelioma with an emphasis on the workings of pro-survival signaling pathways might offer some guidance for treatment options. This review focuses on the existing treatment options for MPM, novel treatment approaches based on recent studies combining the use of inhibitors which target different pro-survival pathways, and radiotherapy to optimize treatment.
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Affiliation(s)
- Mutlay Sayan
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA.
| | - Swati Mamidanna
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Mehmet Fuat Eren
- Radiation Oncology Clinic, Marmara University Istanbul Pendik Education and Research Hospital, Istanbul, Turkey
| | - Vasudev Daliparty
- Department of Internal Medicine, Raritan Bay Medical Center, Perth Amboy, New Jersey, USA
| | - Teuta Zoto Mustafayev
- Department of Medical Oncology, Mehmet Ali Aydınlar Acıbadem University, School of Medicine, Istanbul, Turkey
| | - Carl Nelson
- Department of Radiation Oncology, University of Vermont Medical Center, Burlington, Vermont, USA
| | - Nisha Ohri
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Salma K Jabbour
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Aslihan Guven Mert
- Department of Radiation Oncology, Acıbadem Maslak Hospital, Istanbul, Turkey
| | - Banu Atalar
- Department of Radiation Oncology, Acıbadem Maslak Hospital, Istanbul, Turkey
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Lamort AS, Giopanou I, Psallidas I, Stathopoulos GT. Osteopontin as a Link between Inflammation and Cancer: The Thorax in the Spotlight. Cells 2019; 8:cells8080815. [PMID: 31382483 PMCID: PMC6721491 DOI: 10.3390/cells8080815] [Citation(s) in RCA: 95] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 07/25/2019] [Accepted: 07/31/2019] [Indexed: 12/23/2022] Open
Abstract
The glycoprotein osteopontin (OPN) possesses multiple functions in health and disease. To this end, osteopontin has beneficial roles in wound healing, bone homeostasis, and extracellular matrix (ECM) function. On the contrary, osteopontin can be deleterious for the human body during disease. Indeed, osteopontin is a cardinal mediator of tumor-associated inflammation and facilitates metastasis. The purpose of this review is to highlight the importance of osteopontin in malignant processes, focusing on lung and pleural tumors as examples.
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Affiliation(s)
- Anne-Sophie Lamort
- Comprehensive Pneumology Center and Institute for Lung Biology and Disease, University Hospital, Ludwig-Maximilians University of Munich and Helmholtz Center Munich, Member of the German Center for Lung Research, Max-Lebsche-Platz 31, 81377 Munich, Bavaria, Germany.
| | - Ioanna Giopanou
- Laboratory for Molecular Respiratory Carcinogenesis, Department of Physiology, Faculty of Medicine, University of Patras, Biomedical Sciences Research Center, 1 Asklepiou Str., University Campus, 26504 Rio, Achaia, Greece
| | - Ioannis Psallidas
- Lungs for Living Research Centre, UCL Respiratory, University College London, London WC1E6BT, UK
| | - Georgios T Stathopoulos
- Comprehensive Pneumology Center and Institute for Lung Biology and Disease, University Hospital, Ludwig-Maximilians University of Munich and Helmholtz Center Munich, Member of the German Center for Lung Research, Max-Lebsche-Platz 31, 81377 Munich, Bavaria, Germany.
- Laboratory for Molecular Respiratory Carcinogenesis, Department of Physiology, Faculty of Medicine, University of Patras, Biomedical Sciences Research Center, 1 Asklepiou Str., University Campus, 26504 Rio, Achaia, Greece.
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Guazzelli A, Meysami P, Bakker E, Bonanni E, Demonacos C, Krstic-Demonacos M, Mutti L. What can independent research for mesothelioma achieve to treat this orphan disease? Expert Opin Investig Drugs 2019; 28:719-732. [PMID: 31262194 DOI: 10.1080/13543784.2019.1638363] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Introduction: Malignant pleural mesothelioma (MPM) is a rare neoplasm with a poor prognosis, as current therapies are ineffective. Despite the increased understanding of the molecular biology of mesothelioma, there is still a lack of drugs that dramatically enhance patient survival. Area Covered: This review discusses recent and complete clinical trials supported by the NIH, other U.S. Federal agencies, universities and organizations found on clinicaltrials.gov. Firstly, chemotherapy-based trials are described, followed by immunotherapy and multitargeted therapy. Then we introduce drug repositioning and the use of drug docking as tools to find new interesting molecules. Finally, we highlight potential molecular pathways that may play a role in mesothelioma biology and therapy. Expert Opinion: Numerous biases are present in the clinical trials due to a restricted number of cases, inappropriate endpoints and inaccurate stratification of patients which delay the finding of a treatment for MPM. The most crucial issue of independent research for MPM is the lack of more substantive funding to translate these findings to the clinical setting. However, this approach is not necessarily scientific given the low mutational load of mesothelioma relative to other cancers, and therefore patients need a more solid rationale to have a good chance of successful treatment.
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Affiliation(s)
- Alice Guazzelli
- a School of Environment and Life Sciences, University of Salford , Salford , UK
| | - Parisa Meysami
- a School of Environment and Life Sciences, University of Salford , Salford , UK
| | - Emyr Bakker
- b School of Medicine, University of Central Lancashire , Preston , UK
| | | | - Constantinos Demonacos
- d Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester , Manchester , UK
| | | | - Luciano Mutti
- e Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University , Philadelphia , PA , USA
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de Fonseka D, Morley A, Stadon L, Keenan E, Walker S, Smith S, Harvey JE, Cox RA, Dangoor A, Comins C, Rogers C, Edey A, Addeo A, Maskell NA. Zoledronic acid in the management of mesothelioma - a feasibility study (Zol-A Trial): study protocol for a randomised controlled trial. Trials 2018; 19:467. [PMID: 30157910 PMCID: PMC6116562 DOI: 10.1186/s13063-018-2851-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 08/09/2018] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Nitrogen containing bisphosphonates such as zoledronic acid (ZA) are known to contain certain anti-cancer properties. These have been investigated in the past in various cancers such as breast, prostate and colon. ZA in particular has shown promising results in pre-clinical studies. We propose a multicentre double-blind randomised controlled feasibility study to assess the recruitment and acceptability of ZA/placebo alongside chemotherapy in malignant pleural mesothelioma (MPM). METHODS Patients will be recruited for a 13-month period from October 2016 to November 2017. Eligible patients will be identified via the regional mesothelioma multidisciplinary team meeting. Those who receive chemotherapy will be randomised to receive either ZA or placebo alongside their chemotherapy. Those who decline chemotherapy will be offered to join the trial on the non-randomised open-labelled arm of the trial. Patients will receive a maximum of six cycles of ZA/placebo, at three-weekly cycles. All patients will be followed up for six months from randomisation. Semi-structured interviews to gather data on acceptability of trial procedures, tolerability of ZA and other relevant information will take place after the participants have completed their six cycles of treatment. For a better understanding about non-participation in mesothelioma trials we also aim to interview those who decline to take part in the trial. DISCUSSION The qualitative and quantitative data gathered in this feasibility trial will hopefully pave the way to designing a robust full phase III trial to investigate the potential synergistic effect of ZA and current standard treatment for MPM, cisplatin-pemetrexed combination chemotherapy. TRIAL REGISTRATION ISRCTN Registry, ISRCTN45536692 . Registered on 9 August 2016. EudraCT no. 2015-004433-26.
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Affiliation(s)
| | - Anna Morley
- Respiratory Research Unit, North Bristol NHS Trust, Bristol, UK
| | - Louise Stadon
- Respiratory Research Unit, North Bristol NHS Trust, Bristol, UK
| | - Emma Keenan
- Respiratory Research Unit, North Bristol NHS Trust, Bristol, UK
| | - Steven Walker
- Academic Respiratory Unit, University of Bristol, Bristol, UK
| | | | - John E. Harvey
- Academic Respiratory Unit, University of Bristol, Bristol, UK
| | - R. Ashley Cox
- Royal United Hospitals Bath NHS Foundation Trust, Bath, UK
| | - Adam Dangoor
- Bristol Haematology and Oncology Centre, Bristol Royal Infirmary, Bristol, UK
| | - Charles Comins
- Bristol Haematology and Oncology Centre, Bristol Royal Infirmary, Bristol, UK
| | | | - Anthony Edey
- Radiology Department, North Bristol NHS Trust, Bristol, UK
| | - Alfredo Addeo
- Bristol Haematology and Oncology Centre, Bristol Royal Infirmary, Bristol, UK
| | - Nick A. Maskell
- Academic Respiratory Unit, University of Bristol, Bristol, UK
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