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Chapanduka ZC, Abdullah I, Allwood B, Koegelenberg CF, Irusen E, Lalla U, Zemlin AE, Masha TE, Erasmus RT, Jalavu TP, Ngah VD, Yalew A, Sigwadhi LN, Baines N, Tamuzi JL, McAllister M, Barasa AK, Magutu VK, Njeru C, Amayo A, Wanjiru Mureithi MW, Mungania M, Sono-Setati M, Zumla A, Nyasulu PS. Haematological predictors of poor outcome among COVID-19 patients admitted to an intensive care unit of a tertiary hospital in South Africa. PLoS One 2022; 17:e0275832. [PMID: 36331976 PMCID: PMC9635707 DOI: 10.1371/journal.pone.0275832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 09/25/2022] [Indexed: 11/06/2022] Open
Abstract
Background Studies from Asia, Europe and the USA indicate that widely available haematological parameters could be used to determine the clinical severity of Coronavirus disease 2019 (COVID-19) and predict management outcome. There is limited data from Africa on their usefulness in patients admitted to Intensive Care Units (ICUs). We performed an evaluation of baseline haematological parameters as prognostic biomarkers in ICU COVID-19 patients. Methods Demographic, clinical and laboratory data were collected prospectively on patients with confirmed COVID-19, admitted to the adult ICU in a tertiary hospital in Cape Town, South Africa, between March 2020 and February 2021. Robust Poisson regression methods and receiver operating characteristic (ROC) curves were used to explore the association of haematological parameters with COVID-19 severity and mortality. Results A total of 490 patients (median age 54.1 years) were included, of whom 237 (48%) were female. The median duration of ICU stay was 6 days and 309/490 (63%) patients died. Raised neutrophil count and neutrophil/lymphocyte ratio (NLR) were associated with worse outcome. Independent risk factors associated with mortality were age (ARR 1.01, 95%CI 1.0–1.02; p = 0.002); female sex (ARR 1.23, 95%CI 1.05–1.42; p = 0.008) and D-dimer levels (ARR 1.01, 95%CI 1.002–1.03; p = 0.016). Conclusions Our study showed that raised neutrophil count, NLR and D-dimer at the time of ICU admission were associated with higher mortality. Contrary to what has previously been reported, our study revealed females admitted to the ICU had a higher risk of mortality.
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Affiliation(s)
- Zivanai C. Chapanduka
- Division of Haematological Pathology, Department of Pathology, Faculty of Medicine and Health Sciences, Stellenbosch University & NHLS Tygerberg Hospital, Cape Town, South Africa
| | - Ibtisam Abdullah
- Division of Haematological Pathology, Department of Pathology, Faculty of Medicine and Health Sciences, Stellenbosch University & NHLS Tygerberg Hospital, Cape Town, South Africa
| | - Brian Allwood
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University & Tygerberg Hospital, Cape Town, South Africa
| | - Coenraad F. Koegelenberg
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University & Tygerberg Hospital, Cape Town, South Africa
| | - Elvis Irusen
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University & Tygerberg Hospital, Cape Town, South Africa
| | - Usha Lalla
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University & Tygerberg Hospital, Cape Town, South Africa
| | - Annalise E. Zemlin
- Division of Chemical Pathology, Department of Pathology, Faculty of Medicine and Health Sciences, Stellenbosch University & NHLS Tygerberg Hospital, Cape Town, South Africa
| | - Tandi E. Masha
- Faculty of Health & Wellness Sciences, Peninsula University of Technology Bellville Campus, Cape Town, South Africa
| | - Rajiv T. Erasmus
- Division of Chemical Pathology, Department of Pathology, Faculty of Medicine and Health Sciences, Stellenbosch University & NHLS Tygerberg Hospital, Cape Town, South Africa
| | - Thumeka P. Jalavu
- Division of Chemical Pathology, Department of Pathology, Faculty of Medicine and Health Sciences, Stellenbosch University & NHLS Tygerberg Hospital, Cape Town, South Africa
| | - Veranyuy D. Ngah
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Anteneh Yalew
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Department of Statistics, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia
- National Data Management Centre for Health, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Lovemore N. Sigwadhi
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Nicola Baines
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University & Tygerberg Hospital, Cape Town, South Africa
| | - Jacques L. Tamuzi
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Marli McAllister
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Anne K. Barasa
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Valerie K. Magutu
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Caroline Njeru
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Angela Amayo
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | | | - Mary Mungania
- Department of Laboratory Medicine, Kenyatta National Hospital, Nairobi, Kenya
| | - Musa Sono-Setati
- Department of Public Health Medicine, Department of Health, Limpopo, South Africa
| | - Alimuddin Zumla
- Center for Clinical Microbiology, Division of Infection and Immunity, University College London, NIHR Biomedical Research Centre, UCL Hospitals NHS Foundation Trust, London, United Kingdom
| | - Peter S. Nyasulu
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- * E-mail:
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3
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Antic D, Milic N, Chatzikonstantinou T, Scarfò L, Otasevic V, Rajovic N, Allsup D, Alonso Cabrero A, Andres M, Baile Gonzales M, Capasso A, Collado R, Cordoba R, Cuéllar-García C, Correa JG, De Paoli L, De Paolis MR, Del Poeta G, Dimou M, Doubek M, Efstathopoulou M, El-Ashwah S, Enrico A, Espinet B, Farina L, Ferrari A, Foglietta M, Lopez-Garcia A, García-Marco JA, García-Serra R, Gentile M, Gimeno E, da Silva MG, Gutwein O, Hakobyan YK, Herishanu Y, Hernández-Rivas JÁ, Herold T, Itchaki G, Jaksic O, Janssens A, Kalashnikova OB, Kalicińska E, Kater AP, Kersting S, Koren-Michowitz M, Labrador J, Lad D, Laurenti L, Fresa A, Levin MD, Mayor Bastida C, Malerba L, Marasca R, Marchetti M, Marquet J, Mihaljevic B, Milosevic I, Mirás F, Morawska M, Motta M, Munir T, Murru R, Nunes R, Olivieri J, Pavlovsky MA, Piskunova I, Popov VM, Quaglia FM, Quaresmini G, Reda G, Rigolin GM, Shrestha A, Šimkovič M, Smirnova S, Špaček M, Sportoletti P, Stanca O, Stavroyianni N, Te Raa D, Tomic K, Tonino S, Trentin L, Van Der Spek E, van Gelder M, Varettoni M, Visentin A, Vitale C, Vukovic V, Wasik-Szczepanek E, Wróbel T, Segundo LYS, Yassin M, Coscia M, Rambaldi A, Montserrat E, Foà R, Cuneo A, Carrier M, Ghia P, Stamatopoulos K. Thrombotic and bleeding complications in patients with chronic lymphocytic leukemia and severe COVID-19: a study of ERIC, the European Research Initiative on CLL. J Hematol Oncol 2022; 15:116. [PMID: 36028857 PMCID: PMC9415249 DOI: 10.1186/s13045-022-01333-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 08/08/2022] [Indexed: 12/03/2022] Open
Abstract
Background Patients with chronic lymphocytic leukemia (CLL) may be more susceptible to COVID-19 related poor outcomes, including thrombosis and death, due to the advanced age, the presence of comorbidities, and the disease and treatment-related immune deficiency. The aim of this study was to assess the risk of thrombosis and bleeding in patients with CLL affected by severe COVID-19. Methods This is a retrospective multicenter study conducted by ERIC, the European Research Initiative on CLL, including patients from 79 centers across 22 countries. Data collection was conducted between April and May 2021. The COVID-19 diagnosis was confirmed by the real-time polymerase chain reaction (RT-PCR) assay for SARS-CoV-2 on nasal or pharyngeal swabs. Severe cases of COVID-19 were defined by hospitalization and the need of oxygen or admission into ICU. Development and type of thrombotic events, presence and severity of bleeding complications were reported during treatment for COVID-19. Bleeding events were classified using ISTH definition. STROBE recommendations were used in order to enhance reporting. Results A total of 793 patients from 79 centers were included in the study with 593 being hospitalized (74.8%). Among these, 511 were defined as having severe COVID: 162 were admitted to the ICU while 349 received oxygen supplementation outside the ICU. Most patients (90.5%) were receiving thromboprophylaxis. During COVID-19 treatment, 11.1% developed a thromboembolic event, while 5.0% experienced bleeding. Thrombosis developed in 21.6% of patients who were not receiving thromboprophylaxis, in contrast to 10.6% of patients who were on thromboprophylaxis. Bleeding episodes were more frequent in patients receiving intermediate/therapeutic versus prophylactic doses of low-molecular-weight heparin (LWMH) (8.1% vs. 3.8%, respectively) and in elderly. In multivariate analysis, peak D-dimer level and C-reactive protein to albumin ratio were poor prognostic factors for thrombosis occurrence (OR = 1.022, 95%CI 1.007‒1.038 and OR = 1.025, 95%CI 1.001‒1.051, respectively), while thromboprophylaxis use was protective (OR = 0.199, 95%CI 0.061‒0.645). Age and LMWH intermediate/therapeutic dose administration were prognostic factors in multivariate model for bleeding (OR = 1.062, 95%CI 1.017–1.109 and OR = 2.438, 95%CI 1.023–5.813, respectively). Conclusions Patients with CLL affected by severe COVID-19 are at a high risk of thrombosis if thromboprophylaxis is not used, but also at increased risk of bleeding under the LMWH intermediate/therapeutic dose administration.
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Affiliation(s)
- Darko Antic
- Lymphoma Center, Clinic for Hematology, University Clinical Center of Serbia, Belgrade, Serbia. .,Faculty of Medicine, University of Belgrade, Belgrade, Serbia.
| | - Natasa Milic
- Department of Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Thomas Chatzikonstantinou
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece.,Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Lydia Scarfò
- Università Vita-Salute San Raffaele and IRCC Ospedale San Raffaele, Milan, Italy
| | - Vladimir Otasevic
- Lymphoma Center, Clinic for Hematology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Nina Rajovic
- Department of Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - David Allsup
- Centre for Atherothrombosis and Metabolic Disease, Hull York Medical School, Hull, UK
| | | | - Martin Andres
- Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | | | | | - Rosa Collado
- Department of Hematology, Hospital General Universitario, Valencia, Spain.,Fundación de Investigación del Hospital General Universitario, Valencia, Spain
| | - Raul Cordoba
- Department of Hematology, Health Research Institute IIS-FJD, Fundacion Jimenez Diaz University Hospital, Madrid, Spain
| | | | | | - Lorenzo De Paoli
- Division of Internal Medicine, Hematology Unit, ASL Vercelli, Vercelli, Italy
| | | | - Giovanni Del Poeta
- Department of Biomedicine and Prevention Hematology, University Tor Vergata, Rome, Italy
| | - Maria Dimou
- 1st Internal Medicine Department, Propaedeutic, Hematology Clinical Trial Unit, National and Kapodistrian University of Athens, Athens, Greece
| | - Michael Doubek
- Department of Internal Medicine - Hematology and Oncology, University Hospital, Brno, Czechia.,Department of Medical Genetics and Genomics, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Maria Efstathopoulou
- Department of Haematology Athens Medical Center-Psychikon Branch, Athens, Greece
| | - Shaimaa El-Ashwah
- Clinical Hematology Unit, Oncology Center, Faculty of Medicine, Mansoura University, Mansoura, 35516, Egypt
| | | | - Blanca Espinet
- Department of Hematology, Hospital del Mar, Barcelona, Spain
| | - Lucia Farina
- Hematology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | - Angela Ferrari
- Hematology Unit, Azienda Unità Sanitaria Locale - IRCCS, Reggio Emilia, Italy
| | | | - Alberto Lopez-Garcia
- Department of Hematology, Health Research Institute IIS-FJD, Fundacion Jimenez Diaz University Hospital, Madrid, Spain
| | - José A García-Marco
- Hematology Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Rocío García-Serra
- Department of Hematology, Hospital General Universitario, Valencia, Spain.,Fundación de Investigación del Hospital General Universitario, Valencia, Spain
| | | | - Eva Gimeno
- Department of Hematology, Hospital del Mar, Barcelona, Spain
| | - Maria Gomes da Silva
- Hematology Department, Portuguese Institute of Oncology Lisbon, Lisbon, Portugal
| | - Odit Gutwein
- Department of Hematology, Shamir Medical Center, Zerifin, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Yair Herishanu
- Department of Hematology, Tel Aviv Sourasky Medical Center and Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Tobias Herold
- Laboratory for Leukemia Diagnostics, Department of Medicine III, University Hospital, LMU Munich, Munich, Germany
| | - Gilad Itchaki
- Division of Hematology, Rabin Medical Center, Petah Tikva, and the Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Ozren Jaksic
- Department of Hematology, University Hospital Dubrava, Zagreb, Croatia
| | - Ann Janssens
- Department of Hematology, Universitaire Ziekenhuizen Leuven, Leuven, Belgium
| | - Olga B Kalashnikova
- Federal State Budgetary Educational Institution of Higher Education Academician I.P. Pavlov, First St. Petersburg State Medical University of the Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
| | - Elżbieta Kalicińska
- Department and Clinic of Hematology, Blood Neoplasms and Bone Marrow Transplantation, Wroclaw Medical University, Pasteura Street 4, 50-367, Wrocław, Poland
| | - Arnon P Kater
- Department of Hematology, Cancer Center Amsterdam, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Sabina Kersting
- Department of Hematology, Haga Teaching Hospital, The Hague, The Netherlands
| | - Maya Koren-Michowitz
- Department of Hematology, Shamir Medical Center, Zerifin, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jorge Labrador
- Hematology Department, Unit Research, Complejo Asistencial Universitario de Burgos, Burgos, Spain
| | - Deepesh Lad
- Department of Internal Medicine, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Luca Laurenti
- Sezione di Ematologia, Dipartimento di Scienze Radiologiche ed Ematologiche, Università Cattolica del Sacro Cuore, Rome, Italy.,Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Alberto Fresa
- Sezione di Ematologia, Dipartimento di Scienze Radiologiche ed Ematologiche, Università Cattolica del Sacro Cuore, Rome, Italy.,Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Mark-David Levin
- Department of Internal Medicine, Albert Schweitzer Hospital, Dordrecht, The Netherlands
| | - Carlota Mayor Bastida
- Haematology Department, Hospital Universitario de La Princesa, Madrid, Spain.,Spanish Society of Haematology and Hemotherapy (SEHH: Sociedad Española de Hematología y Hemoterapia), Madrid, Spain
| | - Lara Malerba
- Hematology and Stem Cell Transplant Center Marche Nord Hospital, Pesaro, Italy
| | - Roberto Marasca
- Section of Hematology, Department of Medical Sciences, University of Modena and Reggio E., Modena, Italy
| | - Monia Marchetti
- Hematology Unit & TMO Center, AO SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Juan Marquet
- Hematology Department, Ramón y Cajal University Hospital, Madrid, Spain
| | - Biljana Mihaljevic
- Lymphoma Center, Clinic for Hematology, University Clinical Center of Serbia, Belgrade, Serbia.,Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Ivana Milosevic
- Clinical Centre of Vojvodina, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
| | - Fatima Mirás
- Hematology Department, Hospital Universitario 12de Octubre, Madrid, Spain
| | - Marta Morawska
- Experimental Hematooncology Department, Medical University of Lublin, Lublin, Poland.,Hematology Department, St. John's Cancer Center, Lublin, Poland
| | - Marina Motta
- S.C. Ematologia ASST Spedali Civili Brescia, Brescia, Italy
| | - Talha Munir
- Consultant Haematologist, St James's Hospital, Leeds, LS9 7TF, UK
| | - Roberta Murru
- Hematology and Stem Cell Transplantation Unit, Ospedale Oncologico A. Businco, ARNAS "G. Brotzu", Cagliari, Italy
| | - Raquel Nunes
- Hematology Department, Portuguese Institute of Oncology Lisbon, Lisbon, Portugal
| | | | | | - Inga Piskunova
- Consultative Hematology Department with a Day Hospital for Intensive High-Dose Chemotherapy, National Research Center for Hematology, Moscow, Russia
| | - Viola Maria Popov
- Hematology Department, Colentina Clinical Hospital, Bucharest, Romania
| | | | | | - Gianluigi Reda
- Hematology Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico of Milan, Milan, Italy
| | | | - Amit Shrestha
- Hematology Unit, Nepal Cancer Hospital and Research Center, Lalitpur, Nepal
| | - Martin Šimkovič
- 4th Department of Internal Medicine - Haematology, Faculty of Medicine in Hradec Králové, University Hospital and Charles University in Prague, Hradec Kralove, Czech Republic
| | - Svetlana Smirnova
- Consultative Hematology Department with a Day Hospital for Intensive High-Dose Chemotherapy, National Research Center for Hematology, Moscow, Russia
| | - Martin Špaček
- 1st Department of Medicine - Hematology, First Faculty of Medicine, Charles University and General Hospital in Prague, Prague, Czech Republic
| | - Paolo Sportoletti
- Department of Medicine and Surgery, Institute of Hematology and Center for Hemato-Oncological Research, Ospedale S. Maria della Misericordia, Perugia, Italy
| | - Oana Stanca
- Hematology Department from Coltea Clinical Hospital, "Carol Davila" University of Medicine and Pharmacy, Bucharest, Romania
| | - Niki Stavroyianni
- Hematology Department and HCT Unit, G. Papanicolaou Hospital, Thessaloniki, Greece
| | - Doreen Te Raa
- Department of Hematology, Gelderse Vallei Ede, Ede, The Netherlands
| | - Kristina Tomic
- Lymphoma Center, Clinic for Hematology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Sanne Tonino
- Department of Hematology, Lymmcare, Cancer Center Amsterdam, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Livio Trentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Ellen Van Der Spek
- Department of Internal Medicine, Rijnstate Hospital, Arnhem, The Netherlands
| | - Michel van Gelder
- Department Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Marzia Varettoni
- Division of Hematology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Andrea Visentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Candida Vitale
- Division of Hematology, A.O.U. Cittàdella Salute e della Scienza di Torino and Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
| | - Vojin Vukovic
- Lymphoma Center, Clinic for Hematology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Ewa Wasik-Szczepanek
- Department Hematooncology and Bone Marrow Transplantation, Medical University in Lublin, Lublin, Poland
| | - Tomasz Wróbel
- Department and Clinic of Hematology, Blood Neoplasms and Bone Marrow Transplantation, Wroclaw Medical University, Pasteura Street 4, 50-367, Wrocław, Poland
| | | | - Mohamed Yassin
- Hematology Section, Department of Medical Oncology, National Center for Cancer Care and Research, Doha, Qatar
| | - Marta Coscia
- Division of Hematology, A.O.U. Cittàdella Salute e della Scienza di Torino and Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
| | | | | | - Robin Foà
- Hematology, Department of Translational and Precision Medicine, Sapienza University, Rome, Italy
| | | | - Marc Carrier
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, K1H 8L6, Canada
| | - Paolo Ghia
- Università Vita-Salute San Raffaele and IRCC Ospedale San Raffaele, Milan, Italy
| | - Kostas Stamatopoulos
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
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