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Planta C, Bret C, Manzoni D, Lhoumeau AC, Mayeur Rousse C, Ticchioni M, Campos L, Eischen A, Gonnet N, Merle R, Seigneurin A, Paul F, Comte E, Allieri-Rosenthal A, Tondeur S, Regnart C, Jacob MC, Labarère J, Park S, Raskovalova T. Flow cytometric analysis of peripheral blood neutrophil myeloperoxidase expression in myelodysplastic neoplasms (MPO-MDS-Valid): protocol for a multicentre diagnostic accuracy study. BMJ Open 2024; 14:e081200. [PMID: 38889946 PMCID: PMC11191800 DOI: 10.1136/bmjopen-2023-081200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 05/20/2024] [Indexed: 06/20/2024] Open
Abstract
INTRODUCTION Many patients referred for suspicion of myelodysplastic neoplasm (MDS) are subjected to unnecessary discomfort from bone marrow aspiration, due to the low disease prevalence in this population. Flow cytometric analysis of peripheral blood neutrophil myeloperoxidase expression could rule out MDS with sensitivity and negative predictive value estimates close to 100%, ultimately obviating the need for bone marrow aspiration in up to 35% of patients. However, the generalisability of these findings is uncertain due to the limited sample size, the enrolment of patients at a single study site, and the reliability issues associated with laboratory-developed tests and varying levels of operator experience. This study aims to validate the accuracy attributes of peripheral blood neutrophil myeloperoxidase expression quantified by flow cytometric analysis in an independent multicentre sample. METHODS AND ANALYSIS The MPO-MDS-Valid project is a cross-sectional diagnostic accuracy study comparing an index test to a reference standard. Consecutive adult patients referred for suspicion of MDS are being recruited at seven university hospitals and one cancer centre in France. At each site, flow cytometric analysis of peripheral blood samples is performed by operators who are blinded to the reference diagnosis. A central adjudication committee whose members are unaware of the index test results will determine the reference diagnosis of MDS, based on cytomorphological evaluation of bone marrow performed in duplicate by experienced hematopathologists. The target sample size is 400 patients and the anticipated study recruitment completion date is 31 December 2025. ETHICS AND DISSEMINATION An institutional review board (Comité de Protection des Personnes Nord-Ouest III, Caen, France) approved the protocol, prior to the start of the study. Participants are recruited using an opt-out approach. Efforts will be made to publish the primary results within 6 months after study completion. TRIAL REGISTRATION NUMBER NCT05175469.
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Affiliation(s)
- Charlotte Planta
- Univ. Grenoble Alpes, TIMC, UMR 5525, CNRS, France, Grenoble, France
- Laboratoire d'Immunologie, Grenoble Alpes University Hospital, Grenoble, France
| | - Caroline Bret
- Laboratoire d'Hématologie Biologique, Montpellier University Hospital, Montpellier, France
- Institute of Human Genetics, UMR 9002 CNRS-UM, Montpellier University, Montpellier, France
- Montpellier and Nîmes School of Medicine, Montpellier University, Montpellier, France
| | - Delphine Manzoni
- Service d'Hématologie Biologique, Groupement Hospitalier Sud, Hospices Civils de Lyon, Pierre-Bénite, France
| | - Anne-Catherine Lhoumeau
- Département de BioPathologie, Institut Paoli-Calmettes, Marseille, France
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, UMR1068 INSERM, CNRS UMR7258, Aix-Marseille University UM105, Marseille, France
| | | | - Michel Ticchioni
- Laboratoire d'Immunologie, Archet 1 Hospital, Nice University Hospital, Nice, France
| | - Lydia Campos
- Laboratoire d'Hématologie Biologique, Saint-Etienne University Hospital, Saint-Etienne, France
| | - Alice Eischen
- Laboratoire d'Hématologie, Strasbourg University Hospital, Strasbourg, France
| | - Nicolas Gonnet
- CIC 1406 INSERM, Grenoble Alpes University Hospital, Grenoble, France
| | - Raymond Merle
- Département Universitaire des Patients, Univ. Grenoble Alpes, Grenoble, France
| | - Arnaud Seigneurin
- Univ. Grenoble Alpes, TIMC, UMR 5525, CNRS, France, Grenoble, France
- Registre du Cancer de l'Isère, La Tronche, France
| | - Franciane Paul
- Clinique Universitaire d'Hématologie, Montpellier University Hospital, Montpellier, France
| | - Estelle Comte
- Service d'Hématologie Biologique, Groupement Hospitalier Sud, Hospices Civils de Lyon, Pierre-Bénite, France
| | | | - Sylvie Tondeur
- Laboratoire d'Hématologie Biologique, Grenoble Alpes University Hospital, Grenoble, France
| | - Chloé Regnart
- Laboratoire d'Hématologie, Strasbourg University Hospital, Strasbourg, France
| | - Marie-Christine Jacob
- Laboratoire d'Immunologie, Grenoble Alpes University Hospital, Grenoble, France
- Univ. Grenoble Alpes, Institute for Advanced Biosciences (IAB), INSERM U1209, CNRS UMR 5309, Grenoble, France
| | - José Labarère
- Univ. Grenoble Alpes, TIMC, UMR 5525, CNRS, France, Grenoble, France
- Clinical Epidemiology unit, Grenoble Alpes University Hospital, Grenoble, France
| | - Sophie Park
- Univ. Grenoble Alpes, Institute for Advanced Biosciences (IAB), INSERM U1209, CNRS UMR 5309, Grenoble, France
- Clinique Universitaire d'Hématologie, Grenoble Alpes University Hospital, Grenoble, France
| | - Tatiana Raskovalova
- Laboratoire d'Immunologie, Grenoble Alpes University Hospital, Grenoble, France
- Univ. Grenoble Alpes, Institute for Advanced Biosciences (IAB), INSERM U1209, CNRS UMR 5309, Grenoble, France
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Oelschlaegel U, Winter S, Sockel K, Epp K, Schadt J, Röhnert MA, Krüger T, Ruhnke L, Bornhäuser M, Platzbecker U, Kroschinsky F, von Bonin M. MDS-PB13 Score - Blood based detection of aberrancies by flow cytometry in patients with suspected and confirmed Myelodysplastic Neoplasms. Leukemia 2024; 38:446-450. [PMID: 38228682 PMCID: PMC10844065 DOI: 10.1038/s41375-024-02141-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 01/03/2024] [Accepted: 01/05/2024] [Indexed: 01/18/2024]
Affiliation(s)
- Uta Oelschlaegel
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany.
| | - Susann Winter
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Katja Sockel
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Katharina Epp
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Jonas Schadt
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Maximilian A Röhnert
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Thomas Krüger
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Leo Ruhnke
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Martin Bornhäuser
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
- National Center for Tumor Diseases (NCT), Dresden, Germany
| | - Uwe Platzbecker
- Clinic and Policlinic for Hematology, Cellular Therapy Hemostaseology and Infectiology, University Hospital Leipzig, Leipzig, Germany
| | - Frank Kroschinsky
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Malte von Bonin
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Faculty of Medicine Carl Gustav Carus, Technical University Dresden, Dresden, Germany
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van der Velden VHJ, Preijers F, Johansson U, Westers TM, Dunlop A, Porwit A, Béné MC, Valent P, Te Marvelde J, Wagner-Ballon O, Oelschlaegel U, Saft L, Kordasti S, Ireland R, Cremers E, Alhan C, Duetz C, Hobo W, Chapuis N, Fontenay M, Bettelheim P, Eidenshink-Brodersen L, Font P, Loken MR, Matarraz S, Ogata K, Orfao A, Psarra K, Subirá D, Wells DA, Della Porta MG, Burbury K, Bellos F, Weiß E, Kern W, van de Loosdrecht A. Flow cytometric analysis of myelodysplasia: Pre-analytical and technical issues-Recommendations from the European LeukemiaNet. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2023; 104:15-26. [PMID: 34894176 PMCID: PMC10078694 DOI: 10.1002/cyto.b.22046] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 11/18/2021] [Accepted: 11/29/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND Flow cytometry (FCM) aids the diagnosis and prognostic stratification of patients with suspected or confirmed myelodysplastic syndrome (MDS). Over the past few years, significant progress has been made in the FCM field concerning technical issues (including software and hardware) and pre-analytical procedures. METHODS Recommendations are made based on the data and expert discussions generated from 13 yearly meetings of the European LeukemiaNet international MDS Flow working group. RESULTS We report here on the experiences and recommendations concerning (1) the optimal methods of sample processing and handling, (2) antibody panels and fluorochromes, and (3) current hardware technologies. CONCLUSIONS These recommendations will support and facilitate the appropriate application of FCM assays in the diagnostic workup of MDS patients. Further standardization and harmonization will be required to integrate FCM in MDS diagnostic evaluations in daily practice.
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Affiliation(s)
- Vincent H J van der Velden
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Frank Preijers
- Department of Laboratory Medicine - Laboratory for Hematology, Radboudumc, Nijmegen, The Netherlands
| | - Ulrika Johansson
- Laboratory Medicine, SI-HMDS, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | - Theresia M Westers
- Department of Hematology, Amsterdam UMC, location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Alan Dunlop
- Department of Haemato-Oncology, Royal Marsden Hospital, Sutton, Surrey, UK
| | - Anna Porwit
- Department of Clinical Sciences, Division of Oncology And Pathology, Faculty of Medicine, Lund University, Lund, Sweden
| | - Marie C Béné
- Hematology Biology, Nantes University Hospital and CRCINA, Nantes, France
| | - Peter Valent
- Department of Internal Medicine I, Division of Hematology & Hemostaseology, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria
| | - Jeroen Te Marvelde
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Orianne Wagner-Ballon
- Department of Hematology and Immunology; and Université Paris-Est Créteil, Assistance Publique-Hôpitaux de Paris, University Hospital Henri Mondor, Inserm U955, Créteil, France
| | - Uta Oelschlaegel
- Department of Internal Medicine, University Hospital Carl-Gustav-Carus, Dresden, TU, Germany
| | - Leonie Saft
- Department of Clinical Pathology and Oncology, Karolinska University Hospital and Institute, Solna, Stockholm, Sweden
| | - Sharham Kordasti
- Comprehensive Cancer Centre, King's College London and Hematology Department, Guy's Hospital, London, UK
| | - Robin Ireland
- Comprehensive Cancer Centre, King's College London and Hematology Department, Guy's Hospital, London, UK
| | - Eline Cremers
- Department of Internal Medicine, Division of Hematology, Maastricht University Medical Center, AZ, Maastricht, The Netherlands
| | - Canan Alhan
- Department of Hematology, Amsterdam UMC, location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Carolien Duetz
- Department of Hematology, Amsterdam UMC, location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Willemijn Hobo
- Department of Laboratory Medicine - Laboratory for Hematology, Radboudumc, Nijmegen, The Netherlands
| | - Nicolas Chapuis
- Assistance Publique-Hôpitaux de Paris. Centre-Université de Paris, Cochin Hospital, Laboratory of Hematology and Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
| | - Michaela Fontenay
- Assistance Publique-Hôpitaux de Paris. Centre-Université de Paris, Cochin Hospital, Laboratory of Hematology and Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
| | - Peter Bettelheim
- Department of Internal Medicine, Ordensklinikum Linz Barmherzige Schwestern - Elisabethinen, Linz, Austria
| | | | - Patricia Font
- Department of Hematology, Hospital General Universitario Gregorio Marañon-IiSGM, Madrid, Spain
| | | | - Sergio Matarraz
- Cancer Research Center (IBMCC, USAL-CSIC), Department of Medicine and Cytometry Service, University of Salamanca, Institute for Biomedical Research of Salamanca (IBSAL), Salamanca, Spain
- Biomedical Research Networking Centre Consortium of Oncology (CIBERONC), Instituto Carlos III, Salamanca, Spain
| | - Kiyoyuki Ogata
- Metropolitan Research and Treatment Centre for Blood Disorders (MRTC Japan), Tokyo, Japan
| | - Alberto Orfao
- Cancer Research Center (IBMCC, USAL-CSIC), Department of Medicine and Cytometry Service, University of Salamanca, Institute for Biomedical Research of Salamanca (IBSAL), Salamanca, Spain
- Biomedical Research Networking Centre Consortium of Oncology (CIBERONC), Instituto Carlos III, Salamanca, Spain
| | - Katherina Psarra
- Immunology Histocompatibility Department, Evangelismos Hospital, Athens, Greece
| | - Dolores Subirá
- Flow Cytometry Unit. Department of Hematology, Hospital Universitario de Guadalajara, Guadalajara, Spain
| | | | - Matteo G Della Porta
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy & Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Kate Burbury
- Department of Haematology, Peter MacCallum Cancer Centre, University of Melbourne, Melbourne, Australia
| | | | | | | | - Arjan van de Loosdrecht
- Department of Hematology, Amsterdam UMC, location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
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Awada H, Gurnari C, Durmaz A, Awada H, Pagliuca S, Visconte V. Personalized Risk Schemes and Machine Learning to Empower Genomic Prognostication Models in Myelodysplastic Syndromes. Int J Mol Sci 2022; 23:2802. [PMID: 35269943 PMCID: PMC8911403 DOI: 10.3390/ijms23052802] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 02/28/2022] [Accepted: 03/01/2022] [Indexed: 02/04/2023] Open
Abstract
Myelodysplastic syndromes (MDS) are characterized by variable clinical manifestations and outcomes. Several prognostic systems relying on clinical factors and cytogenetic abnormalities have been developed to help stratify MDS patients into different risk categories of distinct prognoses and therapeutic implications. The current abundance of molecular information poses the challenges of precisely defining patients' molecular profiles and their incorporation in clinically established diagnostic and prognostic schemes. Perhaps the prognostic power of the current systems can be boosted by incorporating molecular features. Machine learning (ML) algorithms can be helpful in developing more precise prognostication models that integrate complex genomic interactions at a higher dimensional level. These techniques can potentially generate automated diagnostic and prognostic models and assist in advancing personalized therapies. This review highlights the current prognostication models used in MDS while shedding light on the latest achievements in ML-based research.
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Affiliation(s)
- Hussein Awada
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (H.A.); (C.G.); (A.D.); (S.P.)
| | - Carmelo Gurnari
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (H.A.); (C.G.); (A.D.); (S.P.)
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Arda Durmaz
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (H.A.); (C.G.); (A.D.); (S.P.)
| | - Hassan Awada
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA;
| | - Simona Pagliuca
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (H.A.); (C.G.); (A.D.); (S.P.)
- Department of Clinical Hematology, CHRU Nancy, CEDEX, 54035 Nancy, France
| | - Valeria Visconte
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (H.A.); (C.G.); (A.D.); (S.P.)
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Raskovalova T, Jacob MC, Bulabois CE, Mariette C, Scheffen L, Park S, Labarère J. Flow cytometric analysis of peripheral blood neutrophil myeloperoxidase expression for ruling out myelodysplastic syndromes: a prospective validation study. Ann Hematol 2021; 100:1149-1158. [PMID: 33569703 DOI: 10.1007/s00277-021-04446-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 02/01/2021] [Indexed: 12/25/2022]
Abstract
Suspicion of myelodysplastic syndromes (MDS) is the most common reason for bone marrow aspirate in elderly patients. This study aimed to prospectively validate the accuracy for flow cytometric analysis of peripheral blood neutrophil myeloperoxidase expression in ruling out MDS. We enrolled 62 consecutive patients who were referred for suspected MDS, based on medical history and peripheral blood cytopenia. The accuracy of intra-individual robust coefficient of variation (RCV) for peripheral blood neutrophil myeloperoxidase expression was assessed with a prespecified 30% threshold. Cytomorphological evaluation of bone marrow aspirate performed by experienced hematopathologists confirmed MDS in 23 patients (prevalence, 37%), unconfirmed MDS in 32 patients (52%, including 3 patients with idiopathic cytopenia of undetermined significance (ICUS)), and was uninterpretable in 7 patients (11%). The median intra-individual RCV values for neutrophil myeloperoxidase expression in peripheral blood were 37.4% (range, 30.7-54.1), 29.2% (range, 28.1-32.1), and 29.1% (range, 24.7-37.8) for patients with confirmed suspicion of MDS, ICUS, and unconfirmed suspicion of MDS, respectively (P<0.001). The area under the ROC curve was 0.92 (95% confidence interval, 0.86-0.99). An intra-individual RCV value lower than 30% ruled out MDS for 35% (i.e., 19/55) patients referred for suspected disease, with 100% sensitivity (95% CI, 85-100%) and 100% negative predictive value (95% CI, 82-100%) estimates. This study shows that flow cytometric analysis of peripheral blood neutrophil myeloperoxidase expression might obviate the need for bone marrow aspirate for 35% of patients with suspected MDS. Trial registration: ClinicalTrials.gov identifier: NCT03363399 (first posted on December 6, 2017).
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Affiliation(s)
- Tatiana Raskovalova
- Laboratoire d'immunologie, Centre Hospitalier Universitaire Grenoble Alpes, CS 10217, F-38043, Grenoble Cedex 9, France.
| | - Marie-Christine Jacob
- Laboratoire d'immunologie, Centre Hospitalier Universitaire Grenoble Alpes, CS 10217, F-38043, Grenoble Cedex 9, France
| | - Claude-Eric Bulabois
- Clinique Universitaire d'Hématologie, Grenoble University Hospital, F-38043, Grenoble, France
| | - Clara Mariette
- Clinique Universitaire d'Hématologie, Grenoble University Hospital, F-38043, Grenoble, France
| | - Laura Scheffen
- Laboratoire d'immunologie, Centre Hospitalier Universitaire Grenoble Alpes, CS 10217, F-38043, Grenoble Cedex 9, France
| | - Sophie Park
- Clinique Universitaire d'Hématologie, Grenoble University Hospital, F-38043, Grenoble, France.,Institute for Advanced Biosciences (IAB), INSERM U1209, CNRS UMR 5309, Université Grenoble Alpes, Grenoble, France
| | - José Labarère
- Quality of Care Unit, INSERM CIC 1406, Grenoble University Hospital, F-38043, Grenoble, France.,TIMC-IMAG, UMR 5525, CNRS, Université Grenoble Alpes, F-38043, Grenoble, France
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Kim H, Han E, Lee HK, Kim Y, Han K. Screening of myelodysplastic syndrome using cell population data obtained from an automatic hematology analyzer. Int J Lab Hematol 2020; 43:e54-e57. [PMID: 33215843 DOI: 10.1111/ijlh.13361] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 08/03/2020] [Accepted: 09/21/2020] [Indexed: 11/30/2022]
Affiliation(s)
- Hyunjung Kim
- Department of Laboratory Medicine, College of Medicine, Catholic University of Korea, Seoul, Korea
| | - Eunhee Han
- Department of Laboratory Medicine, College of Medicine, Catholic University of Korea, Seoul, Korea
| | - Hae Kyung Lee
- Department of Laboratory Medicine, College of Medicine, Catholic University of Korea, Seoul, Korea
| | - Yonggoo Kim
- Department of Laboratory Medicine, College of Medicine, Catholic University of Korea, Seoul, Korea
| | - Kyunja Han
- Department of Laboratory Medicine, College of Medicine, Catholic University of Korea, Seoul, Korea
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Velegraki M, Papakonstantinou N, Kalaitzaki L, Ntoufa S, Laidou S, Tsagiopoulou M, Bizymi N, Damianaki A, Mavroudi I, Pontikoglou C, Papadaki HA. Increased proportion and altered properties of intermediate monocytes in the peripheral blood of patients with lower risk Myelodysplastic Syndrome. Blood Cells Mol Dis 2020; 86:102507. [PMID: 33032166 DOI: 10.1016/j.bcmd.2020.102507] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 09/20/2020] [Accepted: 09/23/2020] [Indexed: 11/17/2022]
Abstract
Immune deregulation has a critical role in the pathogenesis of lower risk myelodysplastic syndromes (MDS). The cells of the macrophage/monocyte lineage have been reported to contribute to the inflammatory process in MDS through impaired phagocytosis of the apoptotic hemopoietic cells and abnormal production of cytokines. In the present study we assessed the number of peripheral blood (PB) monocyte subsets, namely the classical CD14bright/CD16-, intermediate CD14bright/CD16+ and non-classical CD14dim/CD16+ cells, in patients with lower risk (low/intermediate-I) MDS (n = 32). We also assessed the production of tumor necrosis factor (TNF)α by patient PB monocytes in response to immune stimulus as well as their transcriptome profile. Compared to age- and sex-matched healthy individuals (n = 19), MDS patients had significantly lower number of classical and increased number of intermediate monocytes. Patient intermediate monocytes displayed increased production of TNFα following stimulation with lipopolysaccharide, compared to healthy individuals. Transcriptional profiling comparison of CD16+ monocytes from patients and controls revealed 43 differentially expressed genes mostly associated with biological pathways/processes relevant to hemopoiesis, immune signaling and cell adhesion. These data provide evidence for the first-time that distinct monocyte subsets display abnormal quantitative and functional characteristics in lower risk MDS substantiating their role in the immune deregulation associated with the disease.
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Affiliation(s)
- Maria Velegraki
- Hemopoiesis Research Laboratory, School of Medicine, University of Crete and Department of Hematology, University Hospital of Heraklion, Heraklion, Greece
| | - Nikos Papakonstantinou
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Lydia Kalaitzaki
- Hemopoiesis Research Laboratory, School of Medicine, University of Crete and Department of Hematology, University Hospital of Heraklion, Heraklion, Greece
| | - Stavroula Ntoufa
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Stamatia Laidou
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Maria Tsagiopoulou
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Nikoleta Bizymi
- Hemopoiesis Research Laboratory, School of Medicine, University of Crete and Department of Hematology, University Hospital of Heraklion, Heraklion, Greece
| | - Athina Damianaki
- Hemopoiesis Research Laboratory, School of Medicine, University of Crete and Department of Hematology, University Hospital of Heraklion, Heraklion, Greece
| | - Irene Mavroudi
- Hemopoiesis Research Laboratory, School of Medicine, University of Crete and Department of Hematology, University Hospital of Heraklion, Heraklion, Greece
| | - Charalampos Pontikoglou
- Hemopoiesis Research Laboratory, School of Medicine, University of Crete and Department of Hematology, University Hospital of Heraklion, Heraklion, Greece
| | - Helen A Papadaki
- Hemopoiesis Research Laboratory, School of Medicine, University of Crete and Department of Hematology, University Hospital of Heraklion, Heraklion, Greece.
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Kast RE. Inhibiting the NLRP3 Inflammasome With Methylene Blue as Treatment Adjunct in Myelodysplasia. Front Oncol 2018; 8:280. [PMID: 30101125 PMCID: PMC6072867 DOI: 10.3389/fonc.2018.00280] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2018] [Accepted: 07/04/2018] [Indexed: 11/17/2022] Open
Abstract
Myelodysplasia refers to a group of clonal hematopoietic neoplasms characterized by genetic heterogeneity, different clinical behaviors and prognoses. Some of this group of bone marrow failure conditions have known external causes, some are of unknown origin. Within marrow, intracellular, and extracellular elements of the innate immune system are activated and contribute to creation of multiple cytogenetic abnormalities and are central to the mode of hematopoietic cell failure. Basiorka et al. showed that NLRP3 inflammasome activity is essential to the innate immune system's destruction of marrow hematopoietic cells commonly in myelodysplasia. In April 2018 Hao et al. reported that methylene blue inhibits rat NLRP3 inflammasome function. Methylene blue has been in continuous use in humans for over a century. It is associated with an eminently benign side effect profile in human use. If as in rodents, methylene blue also inhibits NLRP3 inflammasome function in human myelodysplasia a trial of adjunctive methylene blue treatment in transfusion dependent, low risk myelodysplasia where marrow inflammation and apoptosis predominates, would be worth trying. HIGHLIGHTS- Cytogenetic abnormalities and innate immune activation are seen in myelodysplasia - The NLRP3 inflammasome is a core element generating marrow failure of myelodysplasia - In April 2018 methylene blue was reported to potently inhibit NLRP3 inflammasome function - Methylene blue has benign side effects and has been in human use for a century - Study of methylene blue treatment of myelodysplasia would be a low-risk intervention
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