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Muñoz-Gómez MJ, Ryan P, Quero-Delgado M, Martin-Vicente M, Cuevas G, Valencia J, Jiménez E, Blanca-López N, Lara-Álvarez MÁ, Hernández-Rivas JÁ, Redondo G, Mas V, Sepúlveda-Crespo D, Vázquez M, Torres-Macho J, Martínez I, Resino S. Immune response against the SARS-CoV-2 spike protein in cancer patients after COVID-19 vaccination during the Omicron wave: a prospective study. J Infect Public Health 2024; 17:102473. [PMID: 38865774 DOI: 10.1016/j.jiph.2024.102473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 05/22/2024] [Accepted: 06/03/2024] [Indexed: 06/14/2024] Open
Abstract
BACKGROUND Cancer patients often have weakened immune systems, resulting in a lower response to vaccines, especially those receiving immunosuppressive oncological treatment (OT). We aimed to assess the impact of OT on the humoral and T-cell response to the B.1 lineage and Omicron variant following COVID-19 vaccination in patients with solid and hematological neoplasms. METHODS We conducted a prospective study on cancer patients, stratified into OT and non-OT groups, who received a two-dose series of the COVID-19 mRNA vaccine and a booster six months later. The outcomes measured were the humoral (anti-SARS-CoV-2 S IgG titers and ACE2-S interaction inhibition capacity) and cellular (SARS-CoV-2 S-specific T-cell spots per million PBMCs) responses against the B.1 lineage and Omicron variant. These responses were evaluated four weeks after the second dose (n = 98) and eight weeks after the booster dose (n = 71). RESULTS The humoral response after the second vaccine dose against the B.1 lineage and Omicron variant was significantly weaker in the OT group compared to the non-OT group (q-value<0.05). A booster dose of the mRNA-1273 vaccine significantly improved the humoral response in the OT group, making it comparable to the non-OT group. The mRNA-1273 vaccine, designed for the original Wuhan strain, elicited a weaker humoral response against the Omicron variant compared to the B.1 lineage, regardless of oncological treatment or vaccine dose. In contrast, T-cell responses against SARS-CoV-2, including the Omicron variant, were already present after the second vaccine dose and were not significantly affected by oncological treatments. CONCLUSIONS Cancer patients, particularly those receiving immunosuppressive oncological treatments, should require booster doses and adapted COVID-19 vaccines for new SARS-CoV-2 variants like Omicron. Future studies should evaluate the durability of the immune response and the efficacy of individualized regimens.
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Affiliation(s)
- María José Muñoz-Gómez
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain.
| | - Pablo Ryan
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Hospital Universitario Infanta Leonor, Madrid, Spain; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain; Instituto de Investigaciones Sanitarias Gregorio Marañón (IiSGM), Madrid, Spain.
| | - Marta Quero-Delgado
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain.
| | - María Martin-Vicente
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain.
| | | | - Jorge Valencia
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Hospital Universitario Infanta Leonor, Madrid, Spain.
| | - Eva Jiménez
- Hospital Universitario Infanta Leonor, Madrid, Spain; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain.
| | | | - Miguel Ángel Lara-Álvarez
- Hospital Universitario Infanta Leonor, Madrid, Spain; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain.
| | - José Ángel Hernández-Rivas
- Hospital Universitario Infanta Leonor, Madrid, Spain; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain.
| | | | - Vicente Mas
- Unidad de Biología Viral, Centro Nacional de Microbiología, Instituto de Investigación Sanitaria, Instituto de Salud Carlos III, Madrid, Spain.
| | - Daniel Sepúlveda-Crespo
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
| | - Mónica Vázquez
- Unidad de Biología Viral, Centro Nacional de Microbiología, Instituto de Investigación Sanitaria, Instituto de Salud Carlos III, Madrid, Spain.
| | - Juan Torres-Macho
- Hospital Universitario Infanta Leonor, Madrid, Spain; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain.
| | - Isidoro Martínez
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
| | - Salvador Resino
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
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Turtle L, Elliot S, Drake TM, Thorpe M, Khoury EG, Greenhalf W, Hardwick HE, Leeming G, Law A, Oosthuyzen W, Pius R, Shaw CA, Baillie JK, Openshaw PJM, Docherty AB, Semple MG, Harrison EM, Palmieri C. Changes in hospital mortality in patients with cancer during the COVID-19 pandemic (ISARIC-CCP-UK): a prospective, multicentre cohort study. Lancet Oncol 2024; 25:636-648. [PMID: 38621404 DOI: 10.1016/s1470-2045(24)00107-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 02/19/2024] [Accepted: 02/19/2024] [Indexed: 04/17/2024]
Abstract
BACKGROUND Patients with cancer are at greater risk of dying from COVID-19 than many other patient groups. However, how this risk evolved during the pandemic remains unclear. We aimed to determine, on the basis of the UK national pandemic protocol, how factors influencing hospital mortality from COVID-19 could differentially affect patients undergoing cancer treatment. We also examined changes in hospital mortality and escalation of care in patients on cancer treatment during the first 2 years of the COVID-19 pandemic in the UK. METHODS We conducted a prospective cohort study of patients aged older than 19 years and admitted to 306 health-care facilities in the UK with confirmed SARS-CoV-2 infection, who were enrolled in the International Severe Acute Respiratory and emerging Infections Consortium (ISARIC) WHO Clinical Characterisation Protocol (CCP) across the UK from April 23, 2020, to Feb 28, 2022; this analysis included all patients in the complete dataset when the study closed. The primary outcome was 30-day in-hospital mortality, comparing patients on cancer treatment and those without cancer. The study was approved by the South Central-Oxford C Research Ethics Committee in England (Ref: 13/SC/0149) and the Scotland A Research Ethics Committee (Ref 20/SS/0028), and is registered on the ISRCTN Registry (ISRCTN66726260). FINDINGS 177 871 eligible adult patients either with no history of cancer (n=171 303) or on cancer treatment (n=6568) were enrolled; 93 205 (52·4%) were male, 84 418 (47·5%) were female, and in 248 (13·9%) sex or gender details were not specified or data were missing. Patients were followed up for a median of 13 (IQR 6-21) days. Of the 6568 patients receiving cancer treatment, 2080 (31·7%) died at 30 days, compared with 30 901 (18·0%) of 171 303 patients without cancer. Patients aged younger than 50 years on cancer treatment had the highest age-adjusted relative risk (hazard ratio [HR] 5·2 [95% CI 4·0-6·6], p<0·0001; vs 50-69 years 2·4 [2·2-2·6], p<0·0001; 70-79 years 1·8 [1·6-2·0], p<0·0001; and >80 years 1·5 [1·3-1·6], p<0·0001) but a lower absolute risk (51 [6·7%] of 763 patients <50 years died compared with 459 [30·2%] of 1522 patients aged >80 years). In-hospital mortality decreased for all patients during the pandemic but was higher for patients on cancer treatment than for those without cancer throughout the study period. INTERPRETATION People with cancer have a higher risk of mortality from COVID-19 than those without cancer. Patients younger than 50 years with cancer treatment have the highest relative risk of death. Continued action is needed to mitigate the poor outcomes in patients with cancer, such as through optimising vaccination, long-acting passive immunisation, and early access to therapeutics. These findings underscore the importance of the ISARIC-WHO pandemic preparedness initiative. FUNDING National Institute for Health Research and the Medical Research Council.
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Affiliation(s)
- Lance Turtle
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK; Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - Sarah Elliot
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, UK
| | - Thomas M Drake
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, UK
| | - Mathew Thorpe
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, UK
| | - Emma G Khoury
- Academic Cancer Sciences Unit, University of Southampton, Southampton, UK
| | - William Greenhalf
- Department of Molecular and Clinical Cancer Medicine, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Hayley E Hardwick
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Gary Leeming
- Department of Biostatistics, University of Liverpool, Liverpool, UK
| | - Andy Law
- The Roslin Institute, Easter Bush campus, University of Edinburgh, Edinburgh, UK
| | - Wilna Oosthuyzen
- The Roslin Institute, Easter Bush campus, University of Edinburgh, Edinburgh, UK
| | - Riinu Pius
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, UK
| | - Catherine A Shaw
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, UK
| | - J Kenneth Baillie
- University of Edinburgh Centre for Inflammation Research, Queen's Medical Research Institute, Edinburgh, UK; Intensive Care Unit, Royal Infirmary Edinburgh, Edinburgh, UK
| | | | - Annemarie B Docherty
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, UK; Intensive Care Unit, Royal Infirmary Edinburgh, Edinburgh, UK
| | - Malcolm G Semple
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK; Respiratory Medicine, Alder Hey Children's Hospital, Liverpool, UK
| | - Ewen M Harrison
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, UK
| | - Carlo Palmieri
- Department of Molecular and Clinical Cancer Medicine, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK; The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK.
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Mostaghim A, Minkove S, Aguilar-Company J, Ruiz-Camps I, Eremiev-Eremiev S, Dettorre GM, Fox L, Tondini C, Brunet J, Carmona-García MC, Lambertini M, Bower M, Newsom-Davis T, Sharkey R, Pria AD, Rossi M, Plaja A, Salazar R, Sureda A, Prat A, Michalarea V, Van Hemelrijck M, Sita-Lumsden A, Bertuzzi A, Rimassa L, Rossi S, Rizzo G, Pedrazzoli P, Lee AJ, Murphy C, Belessiotis K, Diamantis N, Mukherjee U, Pommeret F, Stoclin A, Martinez-Vila C, Bruna R, Gaidano G, D'Avanzo F, Gennari A, Athale J, Eichacker P, Pinato DJ, Torabi-Parizi P, Cortellini A. Previous immune checkpoint inhibitor therapy is associated with decreased COVID-19-related hospitalizations and complications in patients with cancer: Results of a propensity-matched analysis of the OnCovid registry. Int J Infect Dis 2024; 139:13-20. [PMID: 38029831 DOI: 10.1016/j.ijid.2023.11.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 11/06/2023] [Accepted: 11/16/2023] [Indexed: 12/01/2023] Open
Abstract
OBJECTIVES To date, studies have not provided definitive answers regarding whether previous immune checkpoint inhibitor (ICI) treatment alters outcomes for cancer patients with COVID-19. METHODS The OnCovid registry (NCT04393974) was searched from February 27, 2020, to January 31, 2022, for patients who received systemic anti-cancer therapy in the 4 weeks before laboratory-confirmed COVID-19 diagnosis. Propensity-score matching using country, vaccination status, primary tumor type, sex, age, comorbidity burden, tumor stage, and remission status investigated differences in predefined clinical outcomes comparing those who had or had not received ICIs. RESULTS Of 3523 patients screened, 137 ICI-only and 1378 non-ICI met inclusion criteria. Before matching, ICI patients were older, male, enrolled at centers in Italy, and had histories of smoking, thoracic cancers, advanced cancer stages, and active malignancies (P ≤0.02). After matching, there were 120 ICI and 322 non-ICI patients. ICI patients had no differences (odds ratio: 95% CI) in presenting COVID-19 symptoms (0.69: 0.37-1.28), receipt of COVID-specific therapy (0.88: 0.54-1.41), 14-day (0.95: 0.56-1.61), or 28-day (0.79: 0.48-1.29) mortalities. However, ICI patients required less COVID-19-related hospitalization (0.37: 0.21-0.67) and oxygen therapy (0.51: 0.31-0.83) and developed fewer complications (0.57: 0.36-0.92). CONCLUSION In this propensity-score matched analysis, previous ICI therapy did not worsen and potentially improved COVID-19 outcomes in patients with cancer.
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Affiliation(s)
- Anahita Mostaghim
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, USA; Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, USA
| | - Samuel Minkove
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, USA
| | - Juan Aguilar-Company
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain; Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Isabel Ruiz-Camps
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain; Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Simeon Eremiev-Eremiev
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain; Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Gino M Dettorre
- Department of Internal Medicine, Washington University School of Medicine, St. Louis, USA
| | - Laura Fox
- Department of Hematology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Carlo Tondini
- Oncology Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - MCarmen Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Matteo Lambertini
- Medical Oncology Department, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Thomas Newsom-Davis
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Alessia Dalla Pria
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Maura Rossi
- Oncology Unit, Azienda Ospedaliera "SS Antonio e Biagio e Cesare Arrigo", Alessandria, Italy
| | - Andrea Plaja
- Medical Oncology Department, B-ARGO Group, IGTP, Catalan Institute of Oncology-Badalona, Spain
| | - Ramon Salazar
- Department of Medical Oncology, ICO L'Hospitalet, Oncobell Program (IDIBELL), CIBERONC, Hospitalet de Llobregat, Barcelona, Spain
| | - Anna Sureda
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain; Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Vasiliki Michalarea
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), London, UK
| | - Mieke Van Hemelrijck
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), London, UK; Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Ailsa Sita-Lumsden
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), London, UK
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, Milan, Italy
| | - Sabrina Rossi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Paolo Pedrazzoli
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy
| | - Alvin Jx Lee
- Cancer Division, University College London Hospital, London, UK
| | - Cian Murphy
- Cancer Division, University College London Hospital, London, UK
| | | | | | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, UK
| | - Fanny Pommeret
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Annabelle Stoclin
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | | | - Riccardo Bruna
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Ospedale Maggiore della Carità Hospital, Novara, Italy
| | - Gianluca Gaidano
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Ospedale Maggiore della Carità Hospital, Novara, Italy
| | - Francesca D'Avanzo
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Janhavi Athale
- Critical Care Medicine, Mayo Clinic Arizona, Phoenix, USA
| | - Peter Eichacker
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, USA
| | - David J Pinato
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Department of Surgery and Cancer, Imperial College of London, Hammersmith Hospital Campus, London, UK
| | - Parizad Torabi-Parizi
- Critical Care Medicine Department, Clinical Center and National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892
| | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College of London, Hammersmith Hospital Campus, London, UK; Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo 200, 00128, Roma, Italy.
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Melhem SJ, Nabhani-Gebara S, Kayyali R. Leveraging e-health for enhanced cancer care service models in middle-income contexts: Qualitative insights from oncology care providers. Digit Health 2024; 10:20552076241237668. [PMID: 38486873 PMCID: PMC10938624 DOI: 10.1177/20552076241237668] [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: 10/10/2023] [Accepted: 02/20/2024] [Indexed: 03/17/2024] Open
Abstract
Background Global cancer research has predominantly favoured high-income countries (HICs). The unique challenges in low- and middle-income countries (LMICs) demand tailored research approaches, accentuated further by the disparities highlighted during the COVID-19 pandemic. Aim and objectives This research endeavoured to dissect the intricacies of cancer care in LMICs, with Jordan serving as a case study. Specifically, the study aimed to conduct an in-depth analysis of the prevailing cancer care model and assess the transformative potential of eHealth technologies in bolstering cancer care delivery. Methods Utilising a qualitative methodology, in-depth semi-structured interviews with oncology healthcare professionals were executed. Data underwent inductive thematic analysis as per Braun and Clarke's guidelines. Results From the analysed data, two dominant themes surfaced. Firstly, "The current state of cancer care delivery" was subdivided into three distinct subthemes. Secondly, "Opportunities for enhanced care delivery via e-health" underscored the urgency of digital health reforms. Conclusion The need to restrategise cancer care in LMICs is highlighted by this study, using the Jordanian healthcare context as a reference. The transformative potential of e-health initiatives has been illustrated. However, the relevance of this study might be limited by its region-specific approach. Future research is deemed essential for deeper exploration into the integration of digital health within traditional oncology settings across diverse LMICs, emphasising the significance of telemedicine in digital-assisted care delivery reforms.
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Affiliation(s)
- Samar J Melhem
- Department of Pharmacy, School of Life Sciences, Pharmacy and Chemistry, Kingston University London, Kingston upon Thames, Surrey, UK
- Department of Biopharmaceutics and Clinical Pharmacy, School of Pharmacy, The University of Jordan, Amman, Jordan
| | - Shereen Nabhani-Gebara
- Department of Pharmacy, School of Life Sciences, Pharmacy and Chemistry, Kingston University London, Kingston upon Thames, Surrey, UK
| | - Reem Kayyali
- Department of Pharmacy, School of Life Sciences, Pharmacy and Chemistry, Kingston University London, Kingston upon Thames, Surrey, UK
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Villanueva-Cotrina F, Velarde J, Rodriguez R, Bonilla A, Laura M, Saavedra T, Portillo-Alvarez D, Bustamante Y, Fernandez C, Galvez-Nino M. Active cancer as the main predictor of mortality for COVID-19 in oncology patients in a specialized center. Pathol Oncol Res 2023; 29:1611236. [PMID: 37746553 PMCID: PMC10511753 DOI: 10.3389/pore.2023.1611236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 08/11/2023] [Indexed: 09/26/2023]
Abstract
Introduction: The role of the type, stage and status of cancer in the outcome of COVID-19 remains unclear. Moreover, the characteristic pathological changes of severe COVID-19 reveled by laboratory and radiological findings are similar to those due to the development of cancer itself and antineoplastic therapies. Objective: To identify potential predictors of mortality of COVID-19 in cancer patients. Materials and methods: A retrospective and cross-sectional study was carried out in patients with clinical suspicion of COVID-19 who were confirmed for COVID-19 diagnosis by RT-PCR testing at the National Institute of Neoplastic Diseases between April and December 2020. Demographic, clinical, laboratory and radiological data were analyzed. Statistical analyses included area under the curve and univariate and multivariate logistic regression analyses. Results: A total of 226 patients had clinical suspicion of COVID-19, the diagnosis was confirmed in 177 (78.3%), and 70/177 (39.5%) died. Age, active cancer, leukocyte count ≥12.8 × 109/L, urea ≥7.4 mmol/L, ferritin ≥1,640, lactate ≥2.0 mmol/L, and lung involvement ≥35% were found to be independent predictors of COVID-19 mortality. Conclusion: Active cancer represents the main prognosis factor of death, while the role of cancer stage and type is unclear. Chest CT is a useful tool in the prognosis of death from COVID-19 in cancer patients. It is a challenge to establish the prognostic utility of laboratory markers as their altered values it could have either oncological or pandemic origins.
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Affiliation(s)
- Freddy Villanueva-Cotrina
- Department of Pathology, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
- Academic Department of Medical Microbiology, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Juan Velarde
- Department of Infectious Diseases, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
| | - Ricardo Rodriguez
- Department of Pathology, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
- Academic Department of Medical Technologist, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Alejandra Bonilla
- Department of Radiodiagnosis, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
| | - Marco Laura
- Department of Radiodiagnosis, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
| | - Tania Saavedra
- Department of Critical Care Medicine, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
- Professional School of Human Medicine, Universidad Privada San Juan Bautista, Lima, Peru
| | - Diana Portillo-Alvarez
- Department of Infectious Diseases, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
- Professional School of Human Medicine, Universidad de Piura, Lima, Peru
| | - Yovel Bustamante
- Department of Pathology, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
- Academic Department of Medical Microbiology, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Cesar Fernandez
- Department of Pathology, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
| | - Marco Galvez-Nino
- Professional School of Human Medicine, Universidad Privada San Juan Bautista, Lima, Peru
- Department of Medical Oncology, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
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Adegunsoye A, Baccile R, Best TJ, Zaksas V, Zhang H, Karnik R, Patel BK, Solomonides AE, Parker WF, Solway J. Pharmacotherapy and pulmonary fibrosis risk after SARS-CoV-2 infection: a prospective nationwide cohort study in the United States. LANCET REGIONAL HEALTH. AMERICAS 2023; 25:100566. [PMID: 37564420 PMCID: PMC10410516 DOI: 10.1016/j.lana.2023.100566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 07/06/2023] [Accepted: 07/19/2023] [Indexed: 08/12/2023]
Abstract
Background Pulmonary fibrosis is characterized by lung parenchymal destruction and can increase morbidity and mortality. Pulmonary fibrosis commonly occurs following hospitalization for SARS-CoV-2 infection. As there are medications that modify pulmonary fibrosis risk, we investigated whether distinct pharmacotherapies (amiodarone, cancer chemotherapy, corticosteroids, and rituximab) are associated with differences in post-COVID-19 pulmonary fibrosis incidence. Methods We used the National COVID-19 Cohort Collaboration (N3C) Data Enclave, which aggregates and harmonizes COVID-19 data across the United States, to assess pulmonary fibrosis incidence documented at least 60 days after COVID-19 diagnosis among adults hospitalized between January 1st, 2020 and July 6th, 2022 without pre-existing pulmonary fibrosis. We used propensity scores to match pre-COVID-19 drug-exposed and unexposed cohorts (1:1) based on covariates with known influence on pulmonary fibrosis incidence, and estimated the association of drug exposure with risk for post-COVID-19 pulmonary fibrosis. Sensitivity analyses considered pulmonary fibrosis incidence documented at least 30- or 90-days post-hospitalization and pulmonary fibrosis incidence in the COVID-19-negative N3C population. Findings Among 5,923,394 patients with COVID-19, we analyzed 452,951 hospitalized adults, among whom pulmonary fibrosis incidence was 1.1 per 100-person-years. 277,984 hospitalized adults with COVID-19 were included in our primary analysis, among whom all drug exposed cohorts were well-matched to unexposed cohorts (standardized mean differences <0.1). The post-COVID-19 pulmonary fibrosis incidence rate ratio (IRR) was 2.5 (95% CI 1.2-5.1, P = 0.01) for rituximab, 1.6 (95% CI 1.3-2.0, P < 0.0001) for chemotherapy, and 1.2 (95% CI 1.0-1.3, P = 0.02) for corticosteroids. Amiodarone exposure had no significant association with post-COVID-19 pulmonary fibrosis (IRR = 0.8, 95% CI 0.6-1.1, P = 0.24). In sensitivity analyses, pre-COVID-19 corticosteroid use was not consistently associated with post-COVID-19 pulmonary fibrosis. In the COVID-19 negative hospitalized population (n = 1,240,461), pulmonary fibrosis incidence was lower overall (0.6 per 100-person-years) and for patients exposed to all four drugs. Interpretation Recent rituximab or cancer chemotherapy before COVID-19 infection in hospitalized patients is associated with increased risk for post-COVID-19 pulmonary fibrosis. Funding The analyses described in this publication were conducted with data or tools accessed through the NCATS N3C Data Enclave https://covid.cd2h.org and N3C Attribution & Publication Policy v1.2-2020-08-25b supported by NIHK23HL146942, NIHK08HL150291, NIHK23HL148387, NIHUL1TR002389, NCATSU24 TR002306, and a SECURED grant from the Walder Foundation/Center for Healthcare Delivery Science and Innovation, University of Chicago. WFP received a grant from the Greenwall Foundation. This research was possible because of the patients whose information is included within the data and the organizations (https://ncats.nih.gov/n3c/resources/data-contribution/data-transfer-agreement-signatories) and scientists who have contributed to the on-going development of this community resource (https://doi.org/10.1093/jamia/ocaa196).
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Affiliation(s)
- Ayodeji Adegunsoye
- Section of Pulmonary & Critical Care, Department of Medicine, The University of Chicago, Chicago, IL, USA
- Committee on Clinical Pharmacology & Pharmacogenomics, The University of Chicago, Chicago, IL, USA
| | - Rachel Baccile
- Center for Health and the Social Sciences, The University of Chicago, Chicago, IL, USA
| | - Thomas J. Best
- Center for Health and the Social Sciences, The University of Chicago, Chicago, IL, USA
| | - Victoria Zaksas
- Center for Translational Data Science, The University of Chicago, Chicago, IL, USA
- Clever Research Lab, Springfield, IL, USA
| | - Hui Zhang
- Center for Health and the Social Sciences, The University of Chicago, Chicago, IL, USA
| | - Rasika Karnik
- Section of General Internal Medicine, Department of Medicine, The University of Chicago, Chicago, IL, USA
| | - Bhakti K. Patel
- Section of Pulmonary & Critical Care, Department of Medicine, The University of Chicago, Chicago, IL, USA
| | - Anthony E. Solomonides
- Outcomes Research Network, Research Institute, NorthShore University HealthSystem, Evanston, IL, USA
- The Institute for Translational Medicine, University of Chicago, Chicago, IL, USA
| | - William F. Parker
- Section of Pulmonary & Critical Care, Department of Medicine, The University of Chicago, Chicago, IL, USA
| | - Julian Solway
- Section of Pulmonary & Critical Care, Department of Medicine, The University of Chicago, Chicago, IL, USA
- The Institute for Translational Medicine, University of Chicago, Chicago, IL, USA
| | - N3C Consortium
- Section of Pulmonary & Critical Care, Department of Medicine, The University of Chicago, Chicago, IL, USA
- Committee on Clinical Pharmacology & Pharmacogenomics, The University of Chicago, Chicago, IL, USA
- Center for Health and the Social Sciences, The University of Chicago, Chicago, IL, USA
- Center for Translational Data Science, The University of Chicago, Chicago, IL, USA
- Clever Research Lab, Springfield, IL, USA
- Section of General Internal Medicine, Department of Medicine, The University of Chicago, Chicago, IL, USA
- Outcomes Research Network, Research Institute, NorthShore University HealthSystem, Evanston, IL, USA
- The Institute for Translational Medicine, University of Chicago, Chicago, IL, USA
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7
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Castelo-Branco L, Lee R, Brandão M, Cortellini A, Freitas A, Garassino M, Geukens T, Grivas P, Halabi S, Oliveira J, Pinato DJ, Ribeiro J, Peters S, Pentheroudakis G, Warner JL, Romano E. Learning lessons from the COVID-19 pandemic for real-world evidence research in oncology-shared perspectives from international consortia. ESMO Open 2023; 8:101596. [PMID: 37418836 PMCID: PMC10277850 DOI: 10.1016/j.esmoop.2023.101596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/02/2023] [Accepted: 06/07/2023] [Indexed: 07/09/2023] Open
Affiliation(s)
- L Castelo-Branco
- Scientific and Medical Division, ESMO (European Society for Medical Oncology), Lugano, Switzerland; NOVA National School of Public Health, NOVA University, Lisbon, Portugal.
| | - R Lee
- Faculty of Biology, Medicine and Health, The University of Manchester, Manchester; Medical Oncology Department, The Christie NHS Foundation Trust, Manchester, UK
| | - M Brandão
- Medical Oncology Department, Institut Jules Bordet, Brussels, Belgium
| | - A Cortellini
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy; Department of Surgery and Cancer, Hammersmight Hospital Campus, Imperial College London, London
| | - A Freitas
- Department of Computer Science/CRUK Manchester Institute, The University of Manchester, Manchester, UK; IDIAP Research Institute, Martigny, Switzerland
| | - M Garassino
- Department of medicine, Hematology Oncology section, The University of Chicago, Chicago, USA
| | - T Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - P Grivas
- Department of Medicine, Division of Oncology, University of Washington, Seattle; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle
| | - S Halabi
- Department of Biostatistics and Bioinformatics, Duke University, Durham, USA
| | - J Oliveira
- Department of Medicine, Instituto Português de Oncologia, Porto, Portugal
| | - D J Pinato
- Department of Surgery and Cancer, Imperial College London, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - J Ribeiro
- Gustave Roussy, Department of Cancer Medicine, Villejuif, France
| | - S Peters
- Oncology Department, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - G Pentheroudakis
- Scientific and Medical Division, ESMO (European Society for Medical Oncology), Lugano, Switzerland
| | - J L Warner
- Center for Clinical Cancer Informatics and Data Science, Division of Hematology/Oncology, Department of Medicine, Brown University, Providence, USA
| | - E Romano
- Emanuela Romano Center of Cancer Immunotherapy, Department of Oncology, Institut Curie, Paris, France
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8
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Sammut-Powell C, Williams R, Sperrin M, Thomas O, Peek N, Grant SW. Healthcare utilisation in patients with long-term conditions during the COVID-19 pandemic: a population-based observational study of all patients across Greater Manchester, UK. BMJ Open 2023; 13:e066873. [PMID: 37419643 PMCID: PMC10335594 DOI: 10.1136/bmjopen-2022-066873] [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: 09/07/2022] [Accepted: 02/15/2023] [Indexed: 07/09/2023] Open
Abstract
OBJECTIVES Data on population healthcare utilisation (HCU) across both primary and secondary care during the COVID-19 pandemic are lacking. We describe primary and secondary HCU stratified by long-term conditions (LTCs) and deprivation, during the first 19 months of COVID-19 pandemic across a large urban area in the UK. DESIGN A retrospective, observational study. SETTING All primary and secondary care organisations that contributed to the Greater Manchester Care Record throughout 30 December 2019 to 1 August 2021. PARTICIPANTS 3 225 169 patients who were registered with or attended a National Health Service primary or secondary care service during the study period. PRIMARY OUTCOMES Primary care HCU (incident prescribing and recording of healthcare information) and secondary care HCU (planned and unplanned admissions) were assessed. RESULTS The first national lockdown was associated with reductions in all primary HCU measures, ranging from 24.7% (24.0% to 25.5%) for incident prescribing to 84.9% (84.2% to 85.5%) for cholesterol monitoring. Secondary HCU also dropped significantly for planned (47.4% (42.9% to 51.5%)) and unplanned admissions (35.3% (28.3% to 41.6%)). Only secondary care had significant reductions in HCU during the second national lockdown. Primary HCU measures had not recovered to prepandemic levels by the end of the study. The secondary admission rate ratio between multi-morbid patients and those without LTCs increased during the first lockdown by a factor of 2.40 (2.05 to 2.82; p<0.001) for planned admissions and 1.25 (1.07 to 1.47; p=0.006) for unplanned admissions. No significant changes in this ratio were observed in primary HCU. CONCLUSION Major changes in primary and secondary HCU were observed during the COVID-19 pandemic. Secondary HCU reduced more in those without LTCs and the ratio of utilisation between patients from the most and least deprived areas increased for the majority of HCU measures. Overall primary and secondary care HCU for some LTC groups had not returned to prepandemic levels by the end of the study.
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Affiliation(s)
- Camilla Sammut-Powell
- Division of Informatics, Imaging and Data Science, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- National Institute for Health Research Applied Research Collaboration Greater Manchester, The University of Manchester Faculty of Biology Medicine and Health, Manchester, UK
| | - Richard Williams
- Division of Informatics, Imaging and Data Science, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- National Institute for Health Research Applied Research Collaboration Greater Manchester, The University of Manchester Faculty of Biology Medicine and Health, Manchester, UK
- National Institute for Health Research Greater Manchester Patient Safety Translational Research Centre, The University of Manchester Faculty of Biology Medicine and Health, Manchester, UK
| | - Matthew Sperrin
- Division of Informatics, Imaging and Data Science, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
| | | | - N Peek
- Division of Informatics, Imaging and Data Science, Faculty of Biology Medicine and Health, The University of Manchester, Manchester, UK
- National Institute for Health Research Applied Research Collaboration Greater Manchester, The University of Manchester Faculty of Biology Medicine and Health, Manchester, UK
- National Institute for Health Research Greater Manchester Patient Safety Translational Research Centre, The University of Manchester Faculty of Biology Medicine and Health, Manchester, UK
- National Institute for Health Research Manchester Biomedical Research Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Stuart W Grant
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, UK
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9
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Candel FJ, Barreiro P, Salavert M, Cabello A, Fernández-Ruiz M, Pérez-Segura P, San Román J, Berenguer J, Córdoba R, Delgado R, España PP, Gómez-Centurión IA, González Del Castillo JM, Heili SB, Martínez-Peromingo FJ, Menéndez R, Moreno S, Pablos JL, Pasquau J, Piñana JL, On Behalf Of The Modus Investigators Adenda. Expert Consensus: Main Risk Factors for Poor Prognosis in COVID-19 and the Implications for Targeted Measures against SARS-CoV-2. Viruses 2023; 15:1449. [PMID: 37515137 PMCID: PMC10383267 DOI: 10.3390/v15071449] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/17/2023] [Accepted: 06/23/2023] [Indexed: 07/30/2023] Open
Abstract
The clinical evolution of patients infected with the Severe Acute Respiratory Coronavirus type 2 (SARS-CoV-2) depends on the complex interplay between viral and host factors. The evolution to less aggressive but better-transmitted viral variants, and the presence of immune memory responses in a growing number of vaccinated and/or virus-exposed individuals, has caused the pandemic to slowly wane in virulence. However, there are still patients with risk factors or comorbidities that put them at risk of poor outcomes in the event of having the coronavirus infectious disease 2019 (COVID-19). Among the different treatment options for patients with COVID-19, virus-targeted measures include antiviral drugs or monoclonal antibodies that may be provided in the early days of infection. The present expert consensus is based on a review of all the literature published between 1 July 2021 and 15 February 2022 that was carried out to establish the characteristics of patients, in terms of presence of risk factors or comorbidities, that may make them candidates for receiving any of the virus-targeted measures available in order to prevent a fatal outcome, such as severe disease or death. A total of 119 studies were included from the review of the literature and 159 were from the additional independent review carried out by the panelists a posteriori. Conditions found related to strong recommendation of the use of virus-targeted measures in the first days of COVID-19 were age above 80 years, or above 65 years with another risk factor; antineoplastic chemotherapy or active malignancy; HIV infection with CD4+ cell counts < 200/mm3; and treatment with anti-CD20 immunosuppressive drugs. There is also a strong recommendation against using the studied interventions in HIV-infected patients with a CD4+ nadir <200/mm3 or treatment with other immunosuppressants. Indications of therapies against SARS-CoV-2, regardless of vaccination status or history of infection, may still exist for some populations, even after COVID-19 has been declared to no longer be a global health emergency by the WHO.
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Affiliation(s)
- Francisco Javier Candel
- Clinical Microbiology & Infectious Diseases, Transplant Coordination, Hospital Clínico Universitario San Carlos, 28040 Madrid, Spain
| | - Pablo Barreiro
- Regional Public Health Laboratory, Infectious Diseases, Internal Medicine, Hospital General Universitario La Paz, 28055 Madrid, Spain
- Department of Medical Specialities and Public Health, Universidad Rey Juan Carlos, 28922 Madrid, Spain
| | - Miguel Salavert
- Infectious Diseases, Internal Medicine, Hospital Universitario y Politécnico La Fe, 46026 Valencia, Spain
| | - Alfonso Cabello
- Internal Medicine, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Mario Fernández-Ruiz
- Unit of Infectious Diseases, Hospital Universitario "12 de Octubre", Instituto de Investigación Sanitaria Hospital "12 de Octubre" (imas12), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), 28041 Madrid, Spain
| | - Pedro Pérez-Segura
- Medical Oncology, Hospital Clínico Universitario San Carlos, 28040 Madrid, Spain
| | - Jesús San Román
- Department of Medical Specialities and Public Health, Universidad Rey Juan Carlos, 28922 Madrid, Spain
| | - Juan Berenguer
- Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), 28007 Madrid, Spain
| | - Raúl Córdoba
- Haematology and Haemotherapy, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Rafael Delgado
- Clinical Microbiology, Hospital Universitario "12 de Octubre", Instituto de Investigación Sanitaria Hospital "12 de Octubre" (imas12), 28041 Madrid, Spain
| | - Pedro Pablo España
- Pneumology, Hospital Universitario de Galdakao-Usansolo, 48960 Vizcaya, Spain
| | | | | | - Sarah Béatrice Heili
- Intermediate Respiratory Care Unit, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Francisco Javier Martínez-Peromingo
- Department of Medical Specialities and Public Health, Universidad Rey Juan Carlos, 28922 Madrid, Spain
- Geriatrics, Hospital Universitario Rey Juan Carlos, 28933 Madrid, Spain
| | - Rosario Menéndez
- Pneumology, Hospital Universitario y Politécnico La Fe, 46026 Valencia, Spain
| | - Santiago Moreno
- Infectious Diseases, Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain
| | - José Luís Pablos
- Rheumatology, Hospital Universitario "12 de Octubre", Instituto de Investigación Sanitaria Hospital "12 de Octubre" (imas12), 28041 Madrid, Spain
| | - Juan Pasquau
- Infectious Diseases, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain
| | - José Luis Piñana
- Haematology and Haemotherapy, Hospital Clínico Universitario de Valencia, 46010 Valencia, Spain
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10
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Tagliamento M, Gennari A, Lambertini M, Salazar R, Harbeck N, Del Mastro L, Aguilar-Company J, Bower M, Sharkey R, Dalla Pria A, Plaja A, Jackson A, Handford J, Sita-Lumsden A, Martinez-Vila C, Matas M, Miguel Rodriguez A, Vincenzi B, Tonini G, Bertuzzi A, Brunet J, Pedrazzoli P, D'Avanzo F, Biello F, Sinclair A, Lee AJ, Rossi S, Rizzo G, Mirallas O, Pimentel I, Iglesias M, Sanchez de Torre A, Guida A, Berardi R, Zambelli A, Tondini C, Filetti M, Mazzoni F, Mukherjee U, Diamantis N, Parisi A, Aujayeb A, Prat A, Libertini M, Grisanti S, Rossi M, Zoratto F, Generali D, Saura C, Lyman GH, Kuderer NM, Pinato DJ, Cortellini A. Pandemic Phase-Adjusted Analysis of COVID-19 Outcomes Reveals Reduced Intrinsic Vulnerability and Substantial Vaccine Protection From Severe Acute Respiratory Syndrome Coronavirus 2 in Patients With Breast Cancer. J Clin Oncol 2023; 41:2800-2814. [PMID: 36720089 PMCID: PMC10414724 DOI: 10.1200/jco.22.01667] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 11/07/2022] [Accepted: 12/12/2022] [Indexed: 02/02/2023] Open
Abstract
PURPOSE Although representing the majority of newly diagnosed cancers, patients with breast cancer appear less vulnerable to COVID-19 mortality compared with other malignancies. In the absence of patients on active cancer therapy included in vaccination trials, a contemporary real-world evaluation of outcomes during the various pandemic phases, as well as of the impact of vaccination, is needed to better inform clinical practice. METHODS We compared COVID-19 morbidity and mortality among patients with breast cancer across prevaccination (February 27, 2020-November 30, 2020), Alpha-Delta (December 1, 2020-December 14, 2021), and Omicron (December 15, 2021-January 31, 2022) phases using OnCovid registry participants (ClinicalTrials.gov identifier: NCT04393974). Twenty-eight-day case fatality rate (CFR28) and COVID-19 severity were compared in unvaccinated versus double-dosed/boosted patients (vaccinated) with inverse probability of treatment weighting models adjusted for country of origin, age, number of comorbidities, tumor stage, and receipt of systemic anticancer therapy within 1 month of COVID-19 diagnosis. RESULTS By the data lock of February 4, 2022, the registry counted 613 eligible patients with breast cancer: 60.1% (n = 312) hormone receptor-positive, 25.2% (n = 131) human epidermal growth factor receptor 2-positive, and 14.6% (n = 76) triple-negative. The majority (61%; n = 374) had localized/locally advanced disease. Median age was 62 years (interquartile range, 51-74 years). A total of 193 patients (31.5%) presented ≥ 2 comorbidities and 69% (n = 330) were never smokers. In total, 392 (63.9%), 164 (26.8%), and 57 (9.3%) were diagnosed during the prevaccination, Alpha-Delta, and Omicron phases, respectively. Analysis of CFR28 demonstrates comparable estimates of mortality across the three pandemic phases (13.9%, 12.2%, 5.3%, respectively; P = .182). Nevertheless, a significant improvement in outcome measures of COVID-19 severity across the three pandemic time periods was observed. Importantly, when reported separately, unvaccinated patients from the Alpha-Delta and Omicron phases achieved comparable outcomes to those from the prevaccination phase. Of 566 patients eligible for the vaccination analysis, 72 (12.7%) were fully vaccinated and 494 (87.3%) were unvaccinated. We confirmed with inverse probability of treatment weighting multivariable analysis and following a clustered robust correction for participating center that vaccinated patients achieved improved CFR28 (odds ratio [OR], 0.19; 95% CI, 0.09 to 0.40), hospitalization (OR, 0.28; 95% CI, 0.11 to 0.69), COVID-19 complications (OR, 0.16; 95% CI, 0.06 to 0.45), and reduced requirement of COVID-19-specific therapy (OR, 0.24; 95% CI, 0.09 to 0.63) and oxygen therapy (OR, 0.24; 95% CI, 0.09 to 0.67) compared with unvaccinated controls. CONCLUSION Our findings highlight a consistent reduction of COVID-19 severity in patients with breast cancer during the Omicron outbreak in Europe. We also demonstrate that even in this population, a complete severe acute respiratory syndrome coronavirus 2 vaccination course is a strong determinant of improved morbidity and mortality from COVID-19.
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Affiliation(s)
- Marco Tagliamento
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
- Medical Oncology Department, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Ramon Salazar
- Department of Medical Oncology, ICO L'Hospitalet, Oncobell Program (IDIBELL), CIBERONC, Hospitalet de Llobregat, Barcelona, Spain
| | - Nadia Harbeck
- Department of Gynecology and Obstetrics, Breast Center and Gynecological Cancer Center and CCC Munich, University Hospital Munich, Munich, Germany
| | - Lucia Del Mastro
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
- Medical Oncology Department, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Juan Aguilar-Company
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
- Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, United Kingdom
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, United Kingdom
| | - Alessia Dalla Pria
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, United Kingdom
| | - Andrea Plaja
- Medical Oncology Department, B-ARGO Group, IGTP, Catalan Institute of Oncology-Badalona, Badalona, Spain
| | | | - Jasmine Handford
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | - Ailsa Sita-Lumsden
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), London, United Kingdom
| | | | | | | | - Bruno Vincenzi
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Giuseppe Tonini
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Paolo Pedrazzoli
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy
| | - Francesca D'Avanzo
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Federica Biello
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Alasdair Sinclair
- Cancer Division, University College London Hospitals, London, United Kingdom
| | - Alvin J.X. Lee
- Cancer Division, University College London Hospitals, London, United Kingdom
| | - Sabrina Rossi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Oriol Mirallas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Isabel Pimentel
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | - Annalisa Guida
- Department of Oncology, Azienda Ospedaliera Santa Maria, Terni, Italy
| | - Rossana Berardi
- Medical Oncology, AOU Ospedali Riuniti, Polytechnic University of the Marche Region, Ancona, Italy
| | | | - Carlo Tondini
- Oncology Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | | | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, United Kingdom
| | | | - Alessandro Parisi
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Avinash Aujayeb
- Respiratory Department, Northumbria Healthcare NHS Foundation Trust, North Shields, United Kingdom
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
- Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Michela Libertini
- Medical Oncology Unit, Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy
| | | | - Maura Rossi
- Oncology Unit, Azienda Ospedaliera “SS Antonio e Biagio e Cesare Arrigo,” Alessandria, Italy
| | | | - Daniele Generali
- Multidisciplinary Breast Pathology and Translational Research Unit, ASST Cremona, Cremona, Italy
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Cristina Saura
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - Gary H. Lyman
- Public Health Sciences Division and Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine, University of Washington School of Medicine, Seattle, WA
- Divisions of Public Health Science and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - David J. Pinato
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Alessio Cortellini
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
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Cortellini A, Tabernero J, Mukherjee U, Salazar R, Sureda A, Maluquer C, Ferrante D, Bower M, Sharkey R, Mirallas O, Plaja A, Cucurull M, Mesia R, Dalla Pria A, Newsom-Davis T, Van Hemelrijck M, Sita-Lumsden A, Apthorp E, Vincenzi B, Di Fazio GR, Tonini G, Pantano F, Bertuzzi A, Rossi S, Brunet J, Lambertini M, Pedrazzoli P, Biello F, D'Avanzo F, Lee AJX, Shawe-Taylor M, Rogers L, Murphy C, Cooper L, Andaleeb R, Khalique S, Bawany S, Ahmed S, Carmona-García MC, Fort-Culillas R, Liñan R, Zoratto F, Rizzo G, Perachino M, Doonga K, Gaidano G, Bruna R, Patriarca A, Martinez-Vila C, Pérez Criado I, Giusti R, Mazzoni F, Antonuzzo L, Santoro A, Parisi A, Queirolo P, Aujayeb A, Rimassa L, Diamantis N, Bertulli R, Fulgenzi CAM, D'Alessio A, Ruiz-Camps I, Saoudi-Gonzalez N, Garcia Illescas D, Medina I, Fox L, Gennari A, Aguilar-Company J, Pinato DJ, Swallow J, Hanbury G, Chung C, Patel M, Dettorre G, Belessiotis K, Saorise D, Jones E, Apthorp E, Moss C, Russell B, Townsend S, Jackson A, Loizidou A, Piccart M, Pommeret F, Colomba-Blameble E, Prat A, Cruz CA, Reyes R, Segui E, Marco-Hernández J, Viladot M, Harbeck N, Wuerstlein R, Henze F, Mahner S, Felip E, Scotti L, Marrari A, Grosso F, Fusco V, Delfanti S, Rossi M, Zambelli A, Tondini C, Chiudinelli L, Franchi M, Libertini M, Provenzano S, Generali D, Grisanti S, Baggi A, Tovazzi V, Ficorella C, Porzio G, Saponara M, Filetti M, Tucci M, Berardi R, Cantini L, Paoloni F, Guida A, Bracarda S, Iglesias M, Sanchez de Torre A, Tagliamento M. SARS-CoV-2 omicron (B.1.1.529)-related COVID-19 sequelae in vaccinated and unvaccinated patients with cancer: results from the OnCovid registry. Lancet Oncol 2023; 24:335-346. [PMID: 36898391 PMCID: PMC9991062 DOI: 10.1016/s1470-2045(23)00056-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 01/26/2023] [Accepted: 01/30/2023] [Indexed: 03/09/2023]
Abstract
BACKGROUND COVID-19 sequelae can affect about 15% of patients with cancer who survive the acute phase of SARS-CoV-2 infection and can substantially impair their survival and continuity of oncological care. We aimed to investigate whether previous immunisation affects long-term sequelae in the context of evolving variants of concern of SARS-CoV-2. METHODS OnCovid is an active registry that includes patients aged 18 years or older from 37 institutions across Belgium, France, Germany, Italy, Spain, and the UK with a laboratory-confirmed diagnosis of COVID-19 and a history of solid or haematological malignancy, either active or in remission, followed up from COVID-19 diagnosis until death. We evaluated the prevalence of COVID-19 sequelae in patients who survived COVID-19 and underwent a formal clinical reassessment, categorising infection according to the date of diagnosis as the omicron (B.1.1.529) phase from Dec 15, 2021, to Jan 31, 2022; the alpha (B.1.1.7)-delta (B.1.617.2) phase from Dec 1, 2020, to Dec 14, 2021; and the pre-vaccination phase from Feb 27 to Nov 30, 2020. The prevalence of overall COVID-19 sequelae was compared according to SARS-CoV-2 immunisation status and in relation to post-COVID-19 survival and resumption of systemic anticancer therapy. This study is registered with ClinicalTrials.gov, NCT04393974. FINDINGS At the follow-up update on June 20, 2022, 1909 eligible patients, evaluated after a median of 39 days (IQR 24-68) from COVID-19 diagnosis, were included (964 [50·7%] of 1902 patients with sex data were female and 938 [49·3%] were male). Overall, 317 (16·6%; 95% CI 14·8-18·5) of 1909 patients had at least one sequela from COVID-19 at the first oncological reassessment. The prevalence of COVID-19 sequelae was highest in the pre-vaccination phase (191 [19·1%; 95% CI 16·4-22·0] of 1000 patients). The prevalence was similar in the alpha-delta phase (110 [16·8%; 13·8-20·3] of 653 patients, p=0·24), but significantly lower in the omicron phase (16 [6·2%; 3·5-10·2] of 256 patients, p<0·0001). In the alpha-delta phase, 84 (18·3%; 95% CI 14·6-22·7) of 458 unvaccinated patients and three (9·4%; 1·9-27·3) of 32 unvaccinated patients in the omicron phase had sequelae. Patients who received a booster and those who received two vaccine doses had a significantly lower prevalence of overall COVID-19 sequelae than unvaccinated or partially vaccinated patients (ten [7·4%; 95% CI 3·5-13·5] of 136 boosted patients, 18 [9·8%; 5·8-15·5] of 183 patients who had two vaccine doses vs 277 [18·5%; 16·5-20·9] of 1489 unvaccinated patients, p=0·0001), respiratory sequelae (six [4·4%; 1·6-9·6], 11 [6·0%; 3·0-10·7] vs 148 [9·9%; 8·4-11·6], p=0·030), and prolonged fatigue (three [2·2%; 0·1-6·4], ten [5·4%; 2·6-10·0] vs 115 [7·7%; 6·3-9·3], p=0·037). INTERPRETATION Unvaccinated patients with cancer remain highly vulnerable to COVID-19 sequelae irrespective of viral strain. This study confirms the role of previous SARS-CoV-2 immunisation as an effective measure to protect patients from COVID-19 sequelae, disruption of therapy, and ensuing mortality. FUNDING UK National Institute for Health and Care Research Imperial Biomedical Research Centre and the Cancer Treatment and Research Trust.
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Affiliation(s)
- Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, London, UK; Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy.
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, UK
| | - Ramon Salazar
- Catalan Institute of Oncology (ICO), University of Barcelona, Bellvitge Biomedical Research Institute (IDIBELL), CIBERONC, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Anna Sureda
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | - Clara Maluquer
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | - Daniela Ferrante
- Unit of Medical Statistics, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Oriol Mirallas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - Andrea Plaja
- Medical Oncology Department, B-ARGO Group, IGTP, Catalan Institute of Oncology, Badalona, Spain
| | - Marc Cucurull
- Medical Oncology Department, B-ARGO Group, IGTP, Catalan Institute of Oncology, Badalona, Spain
| | - Ricard Mesia
- Medical Oncology Department, B-ARGO Group, IGTP, Catalan Institute of Oncology, Badalona, Spain
| | - Alessia Dalla Pria
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Thomas Newsom-Davis
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Mieke Van Hemelrijck
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK; Translational Oncology and Urology Research, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | | | | | - Bruno Vincenzi
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy; Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Giuseppina Rita Di Fazio
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy; Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Giuseppe Tonini
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy; Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Francesco Pantano
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128 Roma, Italy; Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Sabrina Rossi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Matteo Lambertini
- Medical Oncology Department, UO Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties, School of Medicine, University of Genova, Genova, Italy
| | - Paolo Pedrazzoli
- Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy; Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Federica Biello
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Ospedale Maggiore della Caritá, Novara, Italy
| | - Francesca D'Avanzo
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Ospedale Maggiore della Caritá, Novara, Italy
| | - Alvin J X Lee
- Cancer Division, University College London Hospitals, London, UK
| | | | - Lucy Rogers
- Cancer Division, University College London Hospitals, London, UK
| | - Cian Murphy
- Cancer Division, University College London Hospitals, London, UK
| | - Lee Cooper
- Cancer Division, University College London Hospitals, London, UK
| | - Ramis Andaleeb
- Cancer Division, University College London Hospitals, London, UK
| | - Saira Khalique
- Cancer Division, University College London Hospitals, London, UK
| | - Samira Bawany
- Cancer Division, University College London Hospitals, London, UK
| | - Sarah Ahmed
- Cancer Division, University College London Hospitals, London, UK
| | - M Carmen Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Roser Fort-Culillas
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Raquel Liñan
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | | | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Marta Perachino
- Medical Oncology Department, UO Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties, School of Medicine, University of Genova, Genova, Italy
| | - Kris Doonga
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Gianluca Gaidano
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Ospedale Maggiore della Caritá, Novara, Italy
| | - Riccardo Bruna
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Ospedale Maggiore della Caritá, Novara, Italy
| | - Andrea Patriarca
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Ospedale Maggiore della Caritá, Novara, Italy
| | | | | | | | | | | | - Armando Santoro
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alessandro Parisi
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Paola Queirolo
- Melanoma and Sarcoma Medical Treatment Unit, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Avinash Aujayeb
- Respiratory Department, Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | | | - Rossella Bertulli
- Medical Oncology 2, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudia A M Fulgenzi
- Department of Surgery and Cancer, Imperial College London, London, UK; Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21 - 00128 Roma, Italy
| | - Antonio D'Alessio
- Department of Surgery and Cancer, Imperial College London, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Isabel Ruiz-Camps
- Department of Infectious Diseases, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Nadia Saoudi-Gonzalez
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - David Garcia Illescas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - Irene Medina
- Department of Hematology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Laura Fox
- Department of Hematology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Ospedale Maggiore della Caritá, Novara, Italy
| | - Juan Aguilar-Company
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, IOB-Quiron, UVic-UCC, Barcelona, Spain; Department of Infectious Diseases, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - David J Pinato
- Department of Surgery and Cancer, Imperial College London, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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12
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Wang L, Wang Y, Cheng X, Li X, Li J. Impact of coronavirus disease 2019 on lung cancer patients: A meta-analysis. Transl Oncol 2023; 28:101605. [PMID: 36568513 PMCID: PMC9760620 DOI: 10.1016/j.tranon.2022.101605] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 12/11/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022] Open
Abstract
Background The coronavirus disease 2019 (COVID-19) pandemic poses a great challenge to the treatment of lung cancer patients. Materials and methods The PubMed, Embase, and Web of Science databases were searched for studies published before March 15, 2022, and Stata 14.0 software was used to perform a meta-analysis with a random-effects model. The odds ratio (OR) along with the corresponding 95% confidence interval (CI) was reported. Results Our meta-analysis included 80 articles with 318,352 patients involved. The proportion of lung cancer patients infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was 2.4% (95% CI: 0.02-0.03) prior to the Omicron variant outbreak. Among COVID-19 patients, those with lung cancer showed a higher mortality rate than those with other types of malignant solid tumors (OR = 1.82, 95% CI: 1.61-2.06) and non-cancer patients (OR = 4.67, 95% CI: 3.61-6.05); however, no significant difference was observed in the mortality rate between patients with lung cancer and those with hematologic malignancies (OR = 1.07, 95% CI: 0.85-1.33). SARS-CoV-2 infection significantly increased the mortality rate in lung cancer patients (OR = 8.94, 95% CI: 6.50-12.31). By contrast, the all-cause mortality rate in lung cancer patients (OR = 1.04, 95% CI: 0.69-1.57) and the proportion of patients diagnosed with advanced lung cancer (OR = 1.04, 95% CI: 0.85-1.27) did not significantly change before and after the pandemic. Conclusions More attention should be paid on improving the health of lung cancer patients during the COVID-19 pandemic.
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Affiliation(s)
- Linlin Wang
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, China
| | - Ye Wang
- Department of Pediatrics, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, China
| | - Xianbin Cheng
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, China
| | - Xingzhao Li
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, China
| | - Jun Li
- Department of Hematology and Oncology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, China.
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13
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Carrara E, Razzaboni E, Azzini AM, De Rui ME, Pinho Guedes MN, Gorska A, Giannella M, Bussini L, Bartoletti M, Arbizzani F, Palacios‐Baena ZR, Caponcello G, Maldonado N, Rodríguez‐Baño J, Visco C, Krampera M, Tacconelli E. Predictors of clinical evolution of SARS-CoV-2 infection in hematological patients: A systematic review and meta-analysis. Hematol Oncol 2023; 41:16-25. [PMID: 36238977 PMCID: PMC9874549 DOI: 10.1002/hon.3084] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 08/14/2022] [Accepted: 10/11/2022] [Indexed: 02/03/2023]
Abstract
Main aim of this systematic review is to quantify the risk and identify predictors of clinical evolution of SARS-CoV-2 in hematological patients compared to different control populations. Two independent reviewers screened the literature assessing clinical outcomes of SARS-CoV-2 infection in adult patients with active hematological malignancies published up to June 2021. Primary outcome was COVID-19 related mortality, secondary outcomes were hospital and intensive-care admission, mechanical ventilation (MV), and thromboembolic events. Variables related to study setting, baseline patients' demographic, comorbidities, underlying hematological disease, ongoing chemotherapy, COVID-19 presentation, and treatments were extracted. A total of 67 studies including 10,061 hematological patients and 111,143 controls were included. Most of the studies were retrospective cohorts (51 studies, 76%) and only 19 (13%) provided data for a control group. A significant increased risk of clinical progression in the hematological population compared to the controls was found in terms of COVID-19 related mortality (OR, 2.12; 95% CI, 1.77-2.54), hospitalization (OR, 1.98; 95% CI, 1.15-3.43), intensive-care admission (OR, 1.77; 95% CI, 1.38-2.26), and MV (OR, 2.17; 95% CI, 1.71-2.75). The risk remained significantly higher in the subgroup analysis comparing hematological patients versus solid cancer. Meta-regression analysis of uncontrolled studies showed that older age, male sex, and hypertension were significantly related to worse clinical outcomes of COVID-19 in hematological population. Older age and hypertension were found to be associated also to thromboembolic events. In conclusion, hematological patients have a higher risk of COVID-19 clinical progression compared to both the general population and to patients with solid cancer.
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Affiliation(s)
- Elena Carrara
- Department of Diagnostics and Public HealthDivision of Infectious DiseasesUniversity of VeronaVeronaItaly
| | - Elisa Razzaboni
- Department of Diagnostics and Public HealthDivision of Infectious DiseasesUniversity of VeronaVeronaItaly
| | - Anna Maria Azzini
- Department of Diagnostics and Public HealthDivision of Infectious DiseasesUniversity of VeronaVeronaItaly
| | - Maria Elena De Rui
- Department of Diagnostics and Public HealthDivision of Infectious DiseasesUniversity of VeronaVeronaItaly
| | - Mariana Nunes Pinho Guedes
- Department of Diagnostics and Public HealthDivision of Infectious DiseasesUniversity of VeronaVeronaItaly
| | - Anna Gorska
- Department of Diagnostics and Public HealthDivision of Infectious DiseasesUniversity of VeronaVeronaItaly
| | - Maddalena Giannella
- Department of Medical and Surgical SciencesInfectious Diseases UnitIRCCS Policlinico Sant’OrsolaUniversity of BolognaBolognaItaly
| | - Linda Bussini
- Department of Medical and Surgical SciencesInfectious Diseases UnitIRCCS Policlinico Sant’OrsolaUniversity of BolognaBolognaItaly
| | - Michele Bartoletti
- Department of Medical and Surgical SciencesInfectious Diseases UnitIRCCS Policlinico Sant’OrsolaUniversity of BolognaBolognaItaly
| | - Federica Arbizzani
- Department of Medical and Surgical SciencesInfectious Diseases UnitIRCCS Policlinico Sant’OrsolaUniversity of BolognaBolognaItaly
| | - Zaira R. Palacios‐Baena
- Department of MedicineInfectious Diseases and Microbiology UnitHospital Universitario Virgen MacarenaUniversity of SevilleBiomedicine Institute of Seville (IBiS) / CSIC; and Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)SevilleSpain
| | - Giulia Caponcello
- Department of MedicineInfectious Diseases and Microbiology UnitHospital Universitario Virgen MacarenaUniversity of SevilleBiomedicine Institute of Seville (IBiS) / CSIC; and Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)SevilleSpain
| | - Natalia Maldonado
- Department of MedicineInfectious Diseases and Microbiology UnitHospital Universitario Virgen MacarenaUniversity of SevilleBiomedicine Institute of Seville (IBiS) / CSIC; and Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)SevilleSpain
| | - Jesús Rodríguez‐Baño
- Department of MedicineInfectious Diseases and Microbiology UnitHospital Universitario Virgen MacarenaUniversity of SevilleBiomedicine Institute of Seville (IBiS) / CSIC; and Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)SevilleSpain
| | - Carlo Visco
- Department of MedicineSection of HematologyUniversity of VeronaVeronaItaly
| | - Mauro Krampera
- Department of MedicineSection of HematologyUniversity of VeronaVeronaItaly
| | - Evelina Tacconelli
- Department of Diagnostics and Public HealthDivision of Infectious DiseasesUniversity of VeronaVeronaItaly
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14
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Zhao Y, He B, Xu Z, Zhang Y, Zhao X, Huang ZA, Yang F, Wang L, Duan L, Song J, Yao J. Interpretable artificial intelligence model for accurate identification of medical conditions using immune repertoire. Brief Bioinform 2023; 24:6960620. [PMID: 36567255 DOI: 10.1093/bib/bbac555] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/04/2022] [Accepted: 11/15/2022] [Indexed: 12/27/2022] Open
Abstract
Underlying medical conditions, such as cancer, kidney disease and heart failure, are associated with a higher risk for severe COVID-19. Accurate classification of COVID-19 patients with underlying medical conditions is critical for personalized treatment decision and prognosis estimation. In this study, we propose an interpretable artificial intelligence model termed VDJMiner to mine the underlying medical conditions and predict the prognosis of COVID-19 patients according to their immune repertoires. In a cohort of more than 1400 COVID-19 patients, VDJMiner accurately identifies multiple underlying medical conditions, including cancers, chronic kidney disease, autoimmune disease, diabetes, congestive heart failure, coronary artery disease, asthma and chronic obstructive pulmonary disease, with an average area under the receiver operating characteristic curve (AUC) of 0.961. Meanwhile, in this same cohort, VDJMiner achieves an AUC of 0.922 in predicting severe COVID-19. Moreover, VDJMiner achieves an accuracy of 0.857 in predicting the response of COVID-19 patients to tocilizumab treatment on the leave-one-out test. Additionally, VDJMiner interpretively mines and scores V(D)J gene segments of the T-cell receptors that are associated with the disease. The identified associations between single-cell V(D)J gene segments and COVID-19 are highly consistent with previous studies. The source code of VDJMiner is publicly accessible at https://github.com/TencentAILabHealthcare/VDJMiner. The web server of VDJMiner is available at https://gene.ai.tencent.com/VDJMiner/.
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Affiliation(s)
- Yu Zhao
- AI Lab, Tencent, Shenzhen, China
| | - Bing He
- AI Lab, Tencent, Shenzhen, China
| | | | - Yidan Zhang
- AI Lab, Tencent, Shenzhen, China.,School of Computer Science, Sichuan University, Chengdu, China
| | | | - Zhi-An Huang
- AI Lab, Tencent, Shenzhen, China.,Center for Computer Science and Information Technology, City University of Hong Kong Dongguan Research Institute, Dongguan, China
| | - Fan Yang
- AI Lab, Tencent, Shenzhen, China
| | | | - Lei Duan
- School of Computer Science, Sichuan University, Chengdu, China
| | - Jiangning Song
- AI Lab, Tencent, Shenzhen, China.,Monash Biomedicine Discovery Institute and Monash Data Futures Institute, Monash University, Melbourne, VIC 3800, Australia
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15
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Cao M, Yao Q, Chen B, Ling Y, Hu Y, Xu G. Development of a composite regional vulnerability index and its relationship with the impacts of the COVID-19 pandemic. COMPUTATIONAL URBAN SCIENCE 2023; 3:1. [PMID: 36685089 PMCID: PMC9841137 DOI: 10.1007/s43762-023-00078-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 12/05/2022] [Accepted: 12/31/2022] [Indexed: 01/18/2023]
Abstract
The interactions between vulnerability and human activities have largely been regarded in terms of the level of risk they pose, both internally and externally, for certain groups of disadvantaged individuals and regions/areas. However, to date, very few studies have attempted to develop a comprehensive composite regional vulnerability index, in relation to travel, housing, and social deprivation, which can be used to measure vulnerability at an aggregated level in the social sciences. Therefore, this research aims to develop a composite regional vulnerability index with which to examine the combined issues of travel, housing and socio-economic vulnerability (THASV index). It also explores the index's relationship with the impacts of the COVID-19 pandemic, reflecting both social and spatial inequality, using Greater London as a case study, with data analysed at the level of Middle Layer Super Output Areas (MSOAs). The findings show that most of the areas with high levels of composite vulnerability are distributed in Outer London, particularly in suburban areas. In addition, it is also found that there is a spatial correlation between the THASV index and the risk of COVID-19 deaths, which further exacerbates the potential implications of social deprivation and spatial inequality. Moreover, the results of the multiscale geographically weighted regression (MGWR) show that the travel and socio-economic indicators in a neighbouring district and the related vulnerability indices are strongly associated with the risk of dying from COVID-19. In terms of policy implications, the findings can be used to inform sustainable city planning and urban development strategies designed to resolve urban socio-spatial inequalities and the potential related impacts of COVID-19, as well as guiding future policy evaluation of urban structural patterns in relation to vulnerable areas.
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Affiliation(s)
- Mengqiu Cao
- grid.12896.340000 0000 9046 8598University of Westminster, London, UK
| | - Qing Yao
- grid.20513.350000 0004 1789 9964Beijing Normal University/ Imperial College London, Beijing, China
| | - Bingsheng Chen
- grid.7445.20000 0001 2113 8111Imperial College London, London, UK
| | - Yantao Ling
- grid.411594.c0000 0004 1777 9452Chongqing University of Technology, Chongqing, China
| | - Yuping Hu
- The People’s Hospital of Shapingba District, Chongqing, China
| | - Guangxi Xu
- grid.413389.40000 0004 1758 1622The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
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16
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Cortellini A, Dettorre GM, Dafni U, Aguilar-Company J, Castelo-Branco L, Lambertini M, Gennatas S, Angelis V, Sita-Lumsden A, Rogado J, Pedrazzoli P, Viñal D, Prat A, Rossi M, Berardi R, Alonso-Gordoa T, Grisanti S, Dimopoulou G, Queirolo P, Pradervand S, Bertuzzi A, Bower M, Arnold D, Salazar R, Tucci M, Harrington KJ, Mazzoni F, Mukherjee U, Tsourti Z, Michielin O, Pommeret F, Brunet J, Vincenzi B, Tonini G, Patriarca A, Biello F, Krengli M, Tabernero J, Pentheroudakis G, Gennari A, Peters S, Romano E, Pinato DJ. Immune checkpoint inhibitor therapy and outcomes from SARS-CoV-2 infection in patients with cancer: a joint analysis of OnCovid and ESMO-CoCARE registries. J Immunother Cancer 2022; 10:jitc-2022-005732. [PMID: 36450384 PMCID: PMC9716413 DOI: 10.1136/jitc-2022-005732] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND As management and prevention strategies against COVID-19 evolve, it is still uncertain whether prior exposure to immune checkpoint inhibitors (ICIs) affects COVID-19 severity in patients with cancer. METHODS In a joint analysis of ICI recipients from OnCovid (NCT04393974) and European Society for Medical Oncology (ESMO) CoCARE registries, we assessed severity and mortality from SARS-CoV-2 in vaccinated and unvaccinated patients with cancer and explored whether prior immune-related adverse events (irAEs) influenced outcome from COVID-19. FINDINGS The study population consisted of 240 patients diagnosed with COVID-19 between January 2020 and February 2022 exposed to ICI within 3 months prior to COVID-19 diagnosis, with a 30-day case fatality rate (CFR30) of 23.6% (95% CI 17.8 to 30.7%). Overall, 42 (17.5%) were fully vaccinated prior to COVID-19 and experienced decreased CFR30 (4.8% vs 28.1%, p=0.0009), hospitalization rate (27.5% vs 63.2%, p<0.0001), requirement of oxygen therapy (15.8% vs 41.5%, p=0.0030), COVID-19 complication rate (11.9% vs 34.6%, p=0.0040), with a reduced need for COVID-19-specific therapy (26.3% vs 57.9%, p=0.0004) compared with unvaccinated patients. Inverse probability of treatment weighting (IPTW)-fitted multivariable analysis, following a clustered-robust correction for the data source (OnCovid vs ESMO CoCARE), confirmed that vaccinated patients experienced a decreased risk of death at 30 days (adjusted OR, aOR 0.08, 95% CI 0.01 to 0.69).Overall, 38 patients (15.8%) experienced at least one irAE of any grade at any time prior to COVID-19, at a median time of 3.2 months (range 0.13-48.7) from COVID-19 diagnosis. IrAEs occurred independently of baseline characteristics except for primary tumor (p=0.0373) and were associated with a significantly decreased CFR30 (10.8% vs 26.0%, p=0.0462) additionally confirmed by the IPTW-fitted multivariable analysis (aOR 0.47, 95% CI 0.33 to 0.67). Patients who experienced irAEs also presented a higher median absolute lymphocyte count at COVID-19 (1.4 vs 0.8 109 cells/L, p=0.0098). CONCLUSION Anti-SARS-CoV-2 vaccination reduces morbidity and mortality from COVID-19 in ICI recipients. History of irAEs might identify patients with pre-existing protection from COVID-19, warranting further investigation of adaptive immune determinants of protection from SARS-CoV-2.
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Affiliation(s)
- Alessio Cortellini
- Department of Surgery & Cancer, Hammersmith Hospital Campus, Imperial College London, London, UK,Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128, Roma, Italy
| | - Gino M Dettorre
- Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Urania Dafni
- Laboratory of Biostatistics, School of Health Sciences, National and Kapodistrian University of Athens, Athens, Greece
| | - Juan Aguilar-Company
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain,Infectious Disease, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Luis Castelo-Branco
- Scientific and Medical Division, ESMO (European Society for Medical Oncology), Lugano, Switzerland,NOVA National School of Publich Health, NOVA University, Lisbon, Portugal
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genoa, Genova, Italy,Medical Oncology Department, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Spyridon Gennatas
- Medical Oncology Department, The Royal Marsden Hospital and NHS Foundation Trust, London, UK
| | - Vasileios Angelis
- Medical Oncology Department, The Royal Marsden Hospital and NHS Foundation Trust, London, UK
| | - Ailsa Sita-Lumsden
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), London, UK
| | - Jacobo Rogado
- Medical Oncology Department, Hospital Universitario Infanta Leonor, Madrid, Spain
| | - Paolo Pedrazzoli
- Medical Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy,Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy
| | - David Viñal
- Medical Oncology Department, Hospital Universitario La Paz, Madrid, Spain
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic de Barcelona, Barcelona, Spain,Translational Genomics and Targeted Therapies in Solid Tumors, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Maura Rossi
- Oncology Department, ASO ‘SS Antonio Biagio e Cesare Arrigo’, Alessandria, Italy
| | - Rossana Berardi
- Medical Oncology, AOU Ospedali Riuniti, Polytechnic University of the Marche Region, Ancona, Italy
| | - Teresa Alonso-Gordoa
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Georgia Dimopoulou
- Laboratory of Biostatistics, School of Health Sciences, National and Kapodistrian University of Athens, Athens, Greece
| | - Paola Queirolo
- Melanoma Sarcoma and Rare Tumors, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sylvain Pradervand
- Oncology Department, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Dirk Arnold
- Oncology, Haematology, Palliative Care Department, Asklepios Klinik Altona e Asklepios Kliniken, Hamburg, Germany
| | - Ramon Salazar
- Department of Medical Oncology, ICO L’Hospitalet, Oncobell Program (IDIBELL), CIBERONC, Hospitalet de Llobregat, Barcelona, Spain
| | - Marco Tucci
- Section of Medical Oncology, Department of Interdisciplinary Medicine (DIM), University of Bari 'Aldo Moro', Bari, Italy,IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Kevin J Harrington
- Division of Radiotherapy and Imaging, The Royal Marsden Hospital and The Institute of Cancer Research NIHR Biomedical Research Centre, London, UK
| | | | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, UK
| | - Zoi Tsourti
- Frontier Science Foundation-Hellas, Athens, Greece
| | - Olivier Michielin
- Oncology Department, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Fanny Pommeret
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, 114 rue Edouard Vaillant, Villejuif, France
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Bruno Vincenzi
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128, Roma, Italy
| | - Giuseppe Tonini
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200 - 00128, Roma, Italy
| | - Andrea Patriarca
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore della Carità, Novara, Italy
| | - Federica Biello
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore della Carità, Novara, Italy
| | - Marco Krengli
- Division of Radiotherapy, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore Della Carita, Novara, Italy
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - George Pentheroudakis
- Scientific and Medical Division, ESMO (European Society for Medical Oncology), Lugano, Switzerland
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore della Carità, Novara, Italy
| | - Solange Peters
- Scientific and Medical Division, ESMO (European Society for Medical Oncology), Lugano, Switzerland,Oncology Department, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Emanuela Romano
- Center for Cancer Immunotherapy, Department of Oncology, PSL Research University, Institut Curie, Paris, France
| | - David J Pinato
- Department of Surgery & Cancer, Hammersmith Hospital Campus, Imperial College London, London, UK,Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore della Carità, Novara, Italy
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17
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D'Alessio A, Fulgenzi CAM, Pinato DJ. Reply. Hepatology 2022; 76:E82-E83. [PMID: 35503722 DOI: 10.1002/hep.32553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 04/21/2022] [Indexed: 12/08/2022]
Affiliation(s)
- Antonio D'Alessio
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Claudia Angela Maria Fulgenzi
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK.,Division of Medical Oncology, Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - David J Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK.,Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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18
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Deng J, Cai X, Chen Z. The putative mechanistic insights on how SARS-CoV-2 might influence the outcomes in cancer patients. Exp Hematol Oncol 2022; 11:52. [PMID: 36071512 PMCID: PMC9449280 DOI: 10.1186/s40164-022-00306-w] [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: 06/02/2022] [Accepted: 09/02/2022] [Indexed: 11/14/2022] Open
Abstract
Early evidence indicated that cancer patients are at increased risk of adverse outcomes and mortality after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. To determine the putative mechanism by which SARS-CoV-2 affects patients with cancers, we conducted a preliminary exploration at the molecular level. We collected differentially expressed proteins (DEPs) in the lung, liver, kidney, and thyroid of postmortem coronavirus disease 2019 (COVID-19) and non-COVID-19 patients from iProX database. Furthermore, we collected differentially expressed genes (DEGs) related to overall survival (OS) in lung cancer, liver cancer, kidney cancer and thyroid cancer based on the Cancer Genome Atlas (TCGA) database. We obtained the intersection of DEPs and DEGs and identified the roles of shared and remaining DEPs in corresponding cancers based on published research. Finally, we found 192, 179, 154 and 147 DEPs in lung, liver, kidney and thyroid tissues and 486, 1140, 2245 and 31 DEGs related to OS in lung cancer, liver cancer, kidney cancer and thyroid cancer, respectively. 4, 8, 6 and 0 shared genes/proteins and 48, 42, 14 and 10 remaining proteins were verified to play a role in lung cancer, liver cancer, kidney cancer and thyroid cancer, respectively. Changes in 85% (44/52), 78% (39/50), 80% (16/20) and 90% (9/10) of the verified genes/proteins, including shared and remaining genes, showed poor effects on patients with the 4 cancer types with COVID-19. In conclusion, the changes in genes/proteins caused by SARS-CoV-2 might dictate the different degrees of adverse outcomes in patients with different tumors.
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Affiliation(s)
- Jingwen Deng
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China.,Department of Pathology, Key Laboratory of Disease Proteomics of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Xiaopeng Cai
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital Zhejiang University School of Medicine, Hangzhou, China.
| | - Zhi Chen
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310003, China.
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19
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Tagliamento M, Poggio F, Perachino M, Pirrone C, Fregatti P, Lambertini M. The evolving scenario of cancer care provision across the COVID-19 pandemic in Europe. Curr Opin Support Palliat Care 2022; 16:110-116. [PMID: 35929557 PMCID: PMC9451604 DOI: 10.1097/spc.0000000000000601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
PURPOSE OF REVIEW Over the past 2 years, the COVID-19 pandemic has had short-term and long-term effects on the delivery of cancer care. Some European countries faced an unprecedented widespread crisis during the first year of the SARS-CoV-2 pandemic, only being able afterwards to gradually recover, thanks to the improvement in preventive measures, changes in public health and reactive processes in cancer care and a better understanding of the ongoing heath emergency. RECENT FINDINGS The development of SARS-CoV-2 vaccines and COVID-19 specific treatments, the growing testing and tracking capability to limit virus diffusion, and research efforts to better define areas of action have all greatly limited the negative impact of the health emergency on routine cancer care.The need to protect those more vulnerable and to ensure continuity of care for oncology patients has been balanced across the pandemic, with the aim to guarantee an optimal standard of care. SUMMARY This article aims to provide an overview on the evolving scenario of cancer care throughout the COVID-19 pandemic in Europe, focusing on the particular features that characterized the pandemic course as well as the main differences that were observed across it.
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Affiliation(s)
- Marco Tagliamento
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Francesca Poggio
- Department of Medical Oncology, Oncologia Medica 2, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Marta Perachino
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Chiara Pirrone
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Piero Fregatti
- Department of Surgery, UOC Clinica di Chirurgia Senologica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Department of Surgical Sciences and Integrated Diagnostic (DISC), School of Medicine, University of Genova, Genova, Italy
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
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20
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Moosazadeh M, Ifaei P, Tayerani Charmchi AS, Asadi S, Yoo C. A machine learning-driven spatio-temporal vulnerability appraisal based on socio-economic data for COVID-19 impact prevention in the U.S. counties. SUSTAINABLE CITIES AND SOCIETY 2022; 83:103990. [PMID: 35692599 PMCID: PMC9167466 DOI: 10.1016/j.scs.2022.103990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 06/04/2022] [Accepted: 06/04/2022] [Indexed: 05/02/2023]
Abstract
A mature and hybrid machine-learning model is verified by mature empirical analysis to measure county-level COVID-19 vulnerability and track the impact of the imposition of pandemic control policies in the U.S. A total of 30 county-level social, economic, and medical variables and a timeline of the imposed policies constitutes a COVID-19 database. A hybrid feature-selection model composed of four machine-learning algorithms is developed to emphasize the regional impact of community features on the case fatality rate (CFR). A COVID-19 vulnerability index (COVULin) is proposed to measure the county's vulnerability, the effects of model's parameters on mortality, and the efficiency of control policies. The results showed that the dense counties in which minority groups represent more than 45% of the population and those with poverty rates greater than 24% were the most vulnerable counties during the first and the last pandemic peaks, respectively. Highly-correlated CFR and COVULin scores indicated a close agreement between the model outcomes and COVID-19 impacts. Counties with higher poverty and uninsured rates were the most resistant to government intervention. It is anticipated that the proposed model can play an essential role in identifying vulnerable communities and help reduce damages during long-term alike disasters.
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Affiliation(s)
- Mohammad Moosazadeh
- Department of Environmental Science and Engineering, Center for Environmental Studies, College of Engineering, Kyung Hee University, Seocheon-dong 1, Giheung-gu, Yongin-Si, Gyeonggi-Do 446-701, South Korea
| | - Pouya Ifaei
- Department of Environmental Science and Engineering, Center for Environmental Studies, College of Engineering, Kyung Hee University, Seocheon-dong 1, Giheung-gu, Yongin-Si, Gyeonggi-Do 446-701, South Korea
| | - Amir Saman Tayerani Charmchi
- Department of Environmental Science and Engineering, Center for Environmental Studies, College of Engineering, Kyung Hee University, Seocheon-dong 1, Giheung-gu, Yongin-Si, Gyeonggi-Do 446-701, South Korea
| | - Somayeh Asadi
- Department of Architectural Engineering, Pennsylvania State University, 213 Engineering Unit, University Park, PA 16802, United States
| | - ChangKyoo Yoo
- Department of Environmental Science and Engineering, Center for Environmental Studies, College of Engineering, Kyung Hee University, Seocheon-dong 1, Giheung-gu, Yongin-Si, Gyeonggi-Do 446-701, South Korea
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21
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Pinato DJ, Ferrante D, Aguilar-Company J, Bower M, Salazar R, Mirallas O, Sureda A, Bertuzzi A, Brunet J, Lambertini M, Maluquer C, Pedrazzoli P, Biello F, Lee AJX, Sng CCT, Liñan R, Rossi S, Carmona-García MC, Sharkey R, Eremiev S, Rizzo G, Bain HD, Yu T, Cruz CA, Perachino M, Saoudi-Gonzalez N, Fort-Culillas R, Doonga K, Fox L, Roldán E, Zoratto F, Gaidano G, Ruiz-Camps I, Bruna R, Patriarca A, Shawe-Taylor M, Fusco V, Martinez-Vila C, Berardi R, Filetti M, Mazzoni F, Santoro A, Delfanti S, Parisi A, Queirolo P, Aujayeb A, Rimassa L, Prat A, Tabernero J, Gennari A, Cortellini A. Vaccination against SARS-CoV-2 protects from morbidity, mortality and sequelae from COVID19 in patients with cancer. Eur J Cancer 2022; 171:64-74. [PMID: 35704976 PMCID: PMC9124924 DOI: 10.1016/j.ejca.2022.04.036] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/18/2022] [Accepted: 04/25/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Although SARS-CoV-2 vaccines immunogenicity in patients with cancer has been investigated, whether they can significantly improve the severity of COVID-19 in this specific population is undefined. METHODS Capitalizing on OnCovid (NCT04393974) registry data we reported COVID-19 mortality and proxies of COVID-19 morbidity, including post-COVID-19 outcomes, according to the vaccination status of the included patients. RESULTS 2090 eligible patients diagnosed with COVID-19 between 02/2020 and 11/2021 were included, of whom 1930 (92.3%) unvaccinated, 91 (4.4%) fully vaccinated and 69 (3.3%) partially vaccinated. With the exception of a higher prevalence of patients from the UK (p = 0.0003) and receiving systemic anticancer therapy at COVID-19 diagnosis (p = 0.0082) among fully vaccinated patients, no demographics/oncological features were associated with vaccination status. The 14-days case fatality rate (CFR) (5.5% vs 20.7%, p = 0.0004) and the 28-days CFR (13.2% vs 27.4%, p = 0.0028) demonstrated a significant improvement for fully vaccinated patients in comparison with unvaccinated patients. The receipt of prior full vaccination was also associated with reduced symptomatic COVID-19 (79.1% vs 88.5%, p = 0.0070), need of COVID-19 oriented therapy (34.9% vs 63.2%, p < 0.0001), complications from COVID-19 (28.6% vs 39.4%, p = 0.0379), hospitalizations due to COVID-19 (42.2% vs 52.5%, p = 0.0007) and oxygen therapy requirement (35.7% vs 52%, p = 0.0036). Following Inverse Probability Treatment Weighting (IPTW) procedure no statistically significant difference according to the vaccination status was confirmed; however, all COVID-19 related outcomes were concordantly in favour of full vaccination. Among the 1228 (58.8%) patients who underwent a formal reassessment at participating centres after COVID-19 resolution, fully vaccinated patients experienced less sequelae than unvaccinated patients (6.7% vs 17.2%, p = 0.0320). CONCLUSIONS This analysis provides initial evidence in support of the beneficial effect of SARS-CoV-2 vaccines against morbidity and mortality from COVID-19 in patients with cancer.
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Affiliation(s)
- David J Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Daniela Ferrante
- Department of Translational Medicine, Unit of Medical Statistics, University of Piemonte Orientale, Novara, Italy
| | - Juan Aguilar-Company
- Medical Oncology, Vall D'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain; Infectious Diseases, Vall D'Hebron University Hospital, Barcelona, Spain
| | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Ramon Salazar
- Department of Medical Oncology, ICO L'Hospitalet, Oncobell Program (IDIBELL), CIBERONC, Hospitalet de Llobregat, Spain
| | - Oriol Mirallas
- Medical Oncology, Vall D'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Anna Sureda
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Matteo Lambertini
- Medical Oncology Department, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Clara Maluquer
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | - Paolo Pedrazzoli
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia Italy
| | - Federica Biello
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Alvin J X Lee
- Cancer Division, University College London Hospitals, London, UK
| | | | - Raquel Liñan
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Sabrina Rossi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - M Carmen Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Simeon Eremiev
- Medical Oncology, Vall D'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Hamish Dc Bain
- Cancer Division, University College London Hospitals, London, UK
| | - Tamara Yu
- Cancer Division, University College London Hospitals, London, UK
| | - Claudia A Cruz
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | - Marta Perachino
- Medical Oncology Department, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Nadia Saoudi-Gonzalez
- Medical Oncology, Vall D'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Roser Fort-Culillas
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Kris Doonga
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Laura Fox
- Department of Hematology, Vall D'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Elisa Roldán
- Medical Oncology, Vall D'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Gianluca Gaidano
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore Della Carità Hospital, Novara, Italy
| | - Isabel Ruiz-Camps
- Infectious Diseases, Vall D'Hebron University Hospital, Barcelona, Spain
| | - Riccardo Bruna
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore Della Carità Hospital, Novara, Italy
| | - Andrea Patriarca
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore Della Carità Hospital, Novara, Italy
| | | | - Vittorio Fusco
- Oncology Unit and Centro Documentazione Osteonecrosi, Azienda Ospedaliera "SS Antonio e Biagio e Cesare Arrigo", Alessandria, Italy
| | | | - Rossana Berardi
- Medical Oncology, AOU Ospedali Riuniti, Polytechnic University of the Marche Region, Ancona, Italy
| | | | | | - Armando Santoro
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 20090 Pieve Emanuele, Milan, Italy
| | - Sara Delfanti
- Mesothelioma Unit, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Alessandro Parisi
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Paola Queirolo
- Melanoma and Sarcoma Medical Treatment Unit, IEO - Istituto Europeo di Oncologia, Milan, Italy
| | - Avinash Aujayeb
- Respiratory Department, Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 20090 Pieve Emanuele, Milan, Italy
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain; Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Josep Tabernero
- Medical Oncology, Vall D'Hebron University Hospital and Institute of Oncology (VHIO), IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Alessio Cortellini
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK.
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22
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Cortellini A, Gennari A, Pommeret F, Patel G, Newsom-Davis T, Bertuzzi A, Viladot M, Aguilar-Company J, Mirallas O, Felip E, Lee AJX, Dalla Pria A, Sharkey R, Brunet J, Carmona-García MC, Chester J, Mukherjee U, Scotti L, Dolly S, Sita-Lumsden A, Ferrante D, Van Hemelrijck M, Moss C, Russell B, Seguí E, Biello F, Krengli M, Marco-Hernández J, Gaidano G, Patriarca A, Bruna R, Roldán E, Fox L, Pous A, Griscelli F, Salazar R, Martinez-Vila C, Sureda A, Loizidou A, Maluquer C, Stoclin A, Iglesias M, Pedrazzoli P, Rizzo G, Santoro A, Rimassa L, Rossi S, Harbeck N, Sanchez de Torre A, Vincenzi B, Libertini M, Provenzano S, Generali D, Grisanti S, Berardi R, Tucci M, Mazzoni F, Lambertini M, Tagliamento M, Parisi A, Zoratto F, Queirolo P, Giusti R, Guida A, Zambelli A, Tondini C, Maconi A, Betti M, Colomba E, Diamantis N, Sinclair A, Bower M, Ruiz-Camps I, Pinato DJ. COVID-19 Sequelae and the Host Proinflammatory Response: An Analysis From the OnCovid Registry. J Natl Cancer Inst 2022; 114:979-987. [PMID: 35417006 PMCID: PMC9047221 DOI: 10.1093/jnci/djac057] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/15/2022] [Accepted: 03/11/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Fifteen percent of patients with cancer experience symptomatic sequelae, which impair post-COVID-19 outcomes. In this study, we investigated whether a proinflammatory status is associated with the development of COVID-19 sequelae. METHODS OnCovid recruited 2795 consecutive patients who were diagnosed with Severe Acute Respiratory Syndrome Coronavirus 2 infection between February 27, 2020, and February 14, 2021. This analysis focused on COVID-19 survivors who underwent a clinical reassessment after the exclusion of patients with hematological malignancies. We evaluated the association of inflammatory markers collected at COVID-19 diagnosis with sequelae, considering the impact of previous systemic anticancer therapy. All statistical tests were 2-sided. RESULTS Of 1339 eligible patients, 203 experienced at least 1 sequela (15.2%). Median baseline C-reactive protein (CRP; 77.5 mg/L vs 22.2 mg/L, P < .001), lactate dehydrogenase (310 UI/L vs 274 UI/L, P = .03), and the neutrophil to lymphocyte ratio (NLR; 6.0 vs 4.3, P = .001) were statistically significantly higher among patients who experienced sequelae, whereas no association was reported for the platelet to lymphocyte ratio and the OnCovid Inflammatory Score, which includes albumin and lymphocytes. The widest area under the ROC curve (AUC) was reported for baseline CRP (AUC = 0.66, 95% confidence interval [CI]: 0.63 to 0.69), followed by the NLR (AUC = 0.58, 95% CI: 0.55 to 0.61) and lactate dehydrogenase (AUC = 0.57, 95% CI: 0.52 to 0.61). Using a fixed categorical multivariable analysis, high CRP (odds ratio [OR] = 2.56, 95% CI: 1.67 to 3.91) and NLR (OR = 1.45, 95% CI: 1.01 to 2.10) were confirmed to be statistically significantly associated with an increased risk of sequelae. Exposure to chemotherapy was associated with a decreased risk of sequelae (OR = 0.57, 95% CI: 0.36 to 0.91), whereas no associations with immune checkpoint inhibitors, endocrine therapy, and other types of systemic anticancer therapy were found. CONCLUSIONS Although the association between inflammatory status, recent chemotherapy and sequelae warrants further investigation, our findings suggest that a deranged proinflammatory reaction at COVID-19 diagnosis may predict for sequelae development.
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Affiliation(s)
- Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Fanny Pommeret
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Grisma Patel
- Cancer Division, University College London Hospitals, London, UK
| | - Thomas Newsom-Davis
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | | | - Juan Aguilar-Company
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
- Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Oriol Mirallas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Eudald Felip
- Medical Oncology Department, B-ARGO Group, IGTP, Catalan Institute of Oncology, Badalona, Spain
| | - Alvin J X Lee
- Cancer Division, University College London Hospitals, London, UK
| | - Alessia Dalla Pria
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - MCarmen Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - John Chester
- Medical Oncology, School of Medicine, Cardiff University, Cardiff, UK
- Medical Oncology, Velindre Cancer Centre, Cardiff, UK
| | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, UK
| | - Lorenza Scotti
- Department of Translational Medicine, Unit of Medical Statistics, University of Piemonte Orientale, Novara, Italy
| | - Saoirse Dolly
- Medical Oncology, Guy’s and St Thomas’ NHS Foundation Trust (GSTT), London, UK
| | - Ailsa Sita-Lumsden
- Medical Oncology, Guy’s and St Thomas’ NHS Foundation Trust (GSTT), London, UK
| | - Daniela Ferrante
- Department of Translational Medicine, Unit of Medical Statistics, University of Piemonte Orientale, Novara, Italy
| | - Mieke Van Hemelrijck
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London, UK
| | - Charlotte Moss
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London, UK
| | - Beth Russell
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London, UK
| | - Elia Seguí
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | - Federica Biello
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Marco Krengli
- Division of Radiotherapy, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore Della Carita, Novara, Italy
| | | | - Gianluca Gaidano
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Andrea Patriarca
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Riccardo Bruna
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Elisa Roldán
- Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Laura Fox
- Hematology Department, Vall d'Hebron Institute of Oncology (VHIO), Vall d’Hebron Hospital Universitari, Barcelona, Spain
| | - Anna Pous
- Medical Oncology Department, B-ARGO Group, IGTP, Catalan Institute of Oncology, Badalona, Spain
| | - Franck Griscelli
- Department of Biology and Pathology, Gustave Roussy Cancer Campus, Villejuif, France
- Faculté des Sciences Pharmaceutiques et Biologiques, Université de Paris, Sorbonne Paris Cité, Paris, France
| | - Ramon Salazar
- Department of Medical Oncology, ICO L’Hospitalet, Oncobell Program (IDIBELL), CIBERONC, Hospitalet de Llobregat, Barcelona, Spain
| | | | - Anna Sureda
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | - Angela Loizidou
- Department of Infectious Diseases, Internal Medicine, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Clara Maluquer
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | - Annabelle Stoclin
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | | | - Paolo Pedrazzoli
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Armando Santoro
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Sabrina Rossi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Nadia Harbeck
- Department of Gynecology and Obstetrics, Breast Center and Gynecological Cancer Center and CCC Munich, University Hospital Munich, Munich, Germany
| | | | - Bruno Vincenzi
- Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Michela Libertini
- Medical Oncology Unit, Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy
| | - Salvatore Provenzano
- Medical Oncology 2, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Daniele Generali
- Multidisciplinary Breast Pathology and Translational Research Unit, ASST Cremona, Cremona, Italy
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | | | - Rossana Berardi
- Medical Oncology, AOU Ospedali Riuniti, Polytechnic University of the Marche Region, Ancona, Italy
| | - Marco Tucci
- Section of Medical Oncology, Department of Biomedical Sciences and Clinical Oncology (DIMO), University of Bari ‘Aldo Moro’, Bari, Italy
- IRCCS, Istituto Tumori Giovanni Paolo II, Bari, Italy
| | | | - Matteo Lambertini
- Medical Oncology Department, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Marco Tagliamento
- Medical Oncology Department, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Alessandro Parisi
- Department of Life, Health and Environmental Sciences, University of L’Aquila, L’Aquila, Italy
| | | | - Paola Queirolo
- Melanoma and Sarcoma Medical Treatment Unit, IEO—Istituto Europeo di Oncologia, Milan, Italy
| | | | - Annalisa Guida
- Department of Oncology, Azienda Ospedaliera Santa Maria, Terni, Italy
| | | | - Carlo Tondini
- Oncology Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Antonio Maconi
- Infrastruttura Ricerca Formazione Innovazione, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Marta Betti
- Infrastruttura Ricerca Formazione Innovazione, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Emeline Colomba
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Nikolaos Diamantis
- Department of Translational Medicine, Unit of Medical Statistics, University of Piemonte Orientale, Novara, Italy
| | | | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Isabel Ruiz-Camps
- Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - David J Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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23
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Pinato DJ, Aguilar-Company J, Ferrante D, Hanbury G, Bower M, Salazar R, Mirallas O, Sureda A, Plaja A, Cucurull M, Mesia R, Townsend S, Jackson A, Dalla Pria A, Newsom-Davis T, Handford J, Sita-Lumsden A, Apthorp E, Vincenzi B, Bertuzzi A, Brunet J, Lambertini M, Maluquer C, Pedrazzoli P, Biello F, Sinclair A, Bawany S, Khalique S, Rossi S, Rogers L, Murphy C, Belessiotis K, Carmona-García MC, Sharkey R, García-Illescas D, Rizzo G, Perachino M, Saoudi-Gonzalez N, Doonga K, Fox L, Roldán E, Gaidano G, Ruiz-Camps I, Bruna R, Patriarca A, Martinez-Vila C, Cantini L, Zambelli A, Giusti R, Mazzoni F, Caliman E, Santoro A, Grosso F, Parisi A, Queirolo P, Aujayeb A, Rimassa L, Prat A, Tucci M, Libertini M, Grisanti S, Mukherjee U, Diamantis N, Fusco V, Generali D, Provenzano S, Gennari A, Tabernero J, Cortellini A, Evans JS, Swallow J, Chung C, Patel M, Dettorre G, Ottaviani D, Chowdhury A, Merry E, Chopra N, Lee AJX, Sng CCT, Yu T, Shawe-Taylor M, Bain HDC, Wong YNS, Galazi M, Benafif S, Dileo P, Earnshaw I, Patel G, Wu A, Soosaipillai G, Cooper L, Andaleeb R, Dolly S, Apthorp E, Srikandarajah K, Jones E, Van Hemelrijck M, Moss C, Russell B, Chester J, Loizidou A, Piccart M, Cruz CA, Reyes R, Segui E, Marco-Hernández J, Viladot M, Eremiev S, Fort-Culillas R, Garcia I, Liñan R, Roqué Lloveras A, Harbeck N, Wuerstlein R, Henze F, Mahner S, Felip E, Pous A, D'Avanzo F, Scotti L, Krengli M, Marrari A, Delfanti S, Maconi A, Betti M, Tonini G, Di Fazio GR, Tondini C, Chiudinelli L, Franchi M, Libertini M, Bertulli R, Baggi A, Tovazzi V, Ficorella C, Porzio G, Saponara M, Filetti M, Zoratto F, Paoloni F, Berardi R, Guida A, Bracarda S, Iglesias M, Sanchez de Torre A, Tagliamento M, Colomba E, Pommeret F. Outcomes of the SARS-CoV-2 omicron (B.1.1.529) variant outbreak among vaccinated and unvaccinated patients with cancer in Europe: results from the retrospective, multicentre, OnCovid registry study. Lancet Oncol 2022; 23:865-875. [PMID: 35660139 PMCID: PMC9162476 DOI: 10.1016/s1470-2045(22)00273-x] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/24/2022] [Accepted: 04/25/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND The omicron (B.1.1.529) variant of SARS-CoV-2 is highly transmissible and escapes vaccine-induced immunity. We aimed to describe outcomes due to COVID-19 during the omicron outbreak compared with the prevaccination period and alpha (B.1.1.7) and delta (B.1.617.2) waves in patients with cancer in Europe. METHODS In this retrospective analysis of the multicentre OnCovid Registry study, we recruited patients aged 18 years or older with laboratory-confirmed diagnosis of SARS-CoV-2, who had a history of solid or haematological malignancy that was either active or in remission. Patient were recruited from 37 oncology centres from UK, Italy, Spain, France, Belgium, and Germany. Participants were followed up from COVID-19 diagnosis until death or loss to follow-up, while being treated as per standard of care. For this analysis, we excluded data from centres that did not actively enter new data after March 1, 2021 (in France, Germany, and Belgium). We compared measures of COVID-19 morbidity, which were complications from COVID-19, hospitalisation due to COVID-19, and requirement of supplemental oxygen and COVID-19-specific therapies, and COVID-19 mortality across three time periods designated as the prevaccination (Feb 27 to Nov 30, 2020), alpha-delta (Dec 1, 2020, to Dec 14, 2021), and omicron (Dec 15, 2021, to Jan 31, 2022) phases. We assessed all-cause case-fatality rates at 14 days and 28 days after diagnosis of COVID-19 overall and in unvaccinated and fully vaccinated patients and in those who received a booster dose, after adjusting for country of origin, sex, age, comorbidities, tumour type, stage, and status, and receipt of systemic anti-cancer therapy. This study is registered with ClinicalTrials.gov, NCT04393974, and is ongoing. FINDINGS As of Feb 4, 2022 (database lock), the registry included 3820 patients who had been diagnosed with COVID-19 between Feb 27, 2020, and Jan 31, 2022. 3473 patients were eligible for inclusion (1640 [47·4%] were women and 1822 [52·6%] were men, with a median age of 68 years [IQR 57-77]). 2033 (58·5%) of 3473 were diagnosed during the prevaccination phase, 1075 (31·0%) during the alpha-delta phase, and 365 (10·5%) during the omicron phase. Among patients diagnosed during the omicron phase, 113 (33·3%) of 339 were fully vaccinated and 165 (48·7%) were boosted, whereas among those diagnosed during the alpha-delta phase, 152 (16·6%) of 915 were fully vaccinated and 21 (2·3%) were boosted. Compared with patients diagnosed during the prevaccination period, those who were diagnosed during the omicron phase had lower case-fatality rates at 14 days (adjusted odds ratio [OR] 0·32 [95% CI 0·19-0·61) and 28 days (0·34 [0·16-0·79]), complications due to COVID-19 (0·26 [0·17-0·46]), and hospitalisation due to COVID-19 (0·17 [0·09-0·32]), and had less requirements for COVID-19-specific therapy (0·22 [0·15-0·34]) and oxygen therapy (0·24 [0·14-0·43]) than did those diagnosed during the alpha-delta phase. Unvaccinated patients diagnosed during the omicron phase had similar crude case-fatality rates at 14 days (ten [25%] of 40 patients vs 114 [17%] of 656) and at 28 days (11 [27%] of 40 vs 184 [28%] of 656) and similar rates of hospitalisation due to COVID-19 (18 [43%] of 42 vs 266 [41%] of 652) and complications from COVID-19 (13 [31%] of 42 vs 237 [36%] of 659) as those diagnosed during the alpha-delta phase. INTERPRETATION Despite time-dependent improvements in outcomes reported in the omicron phase compared with the earlier phases of the pandemic, patients with cancer remain highly susceptible to SARS-CoV-2 if they are not vaccinated against SARS-CoV-2. Our findings support universal vaccination of patients with cancer as a protective measure against morbidity and mortality from COVID-19. FUNDING National Institute for Health and Care Research Imperial Biomedical Research Centre and the Cancer Treatment and Research Trust.
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24
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Dieci MV, Azzarello G, Zagonel V, Bassan F, Gori S, Aprile G, Chiarion-Sileni V, Lonardi S, Oliani C, Zaninelli M, Chiari R, Favaretto A, Pavan A, Di Liso E, Mioranza E, Baldoni A, Bergamo F, Maruzzo M, Ziampiri S, Inno A, Graziani F, Sinigaglia G, Celestino M, Conte P, Guarneri V. Clinical profile and mortality of Sars-Cov-2 infection in cancer patients across two pandemic time periods (Feb 2020-Sep 2020; Sep2020- May 2021) in the Veneto Oncology Network: the ROVID study. Eur J Cancer 2022; 167:81-91. [PMID: 35398759 PMCID: PMC8930432 DOI: 10.1016/j.ejca.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/03/2022] [Accepted: 03/07/2022] [Indexed: 11/26/2022]
Abstract
Introduction We analyzed a cohort of patients with cancer and Sars-Cov-2 infection from the Veneto Oncology Network registry across two pandemic time periods. Materials and methods 761 patients with cancer and SARS-CoV-2 infection were included. Results 198 patients were diagnosed during the first pandemic time period (TP1; February 2020 September 2020), 494 during TP2 before the vaccination campaign (TP2/pre-vaccination; September 2020-21 February 2021) and 69 in TP2/post-vaccination (22 February 2021-15 May 2021). TP2 vs TP1 patients were younger (p = 0.004), showed more frequently a good performance status (p < 0.001) and <2 comorbidities (p = 0.002), were more likely to be on active anticancer therapy (p = 0.006). Significantly fewer patients in TP2 (3-4%) vs TP1 (22%) had an in-hospital potential source of infection (p < 0.001). TP2 patients were more frequently asymptomatic (p = 0.003). Significantly fewer patients from TP2 were hospitalized (p < 0.001) or admitted to intensive care unit (p = 0.006). All-cause mortality decreased from 30.3% in TP1, to 8.9% and 8.7% in the two TP2 periods (p < 0.001), reflected by a significant reduction in Sars-Cov-2-related mortality (15.2%, 7.5% and 5.8% in the three consecutive time periods, p = 0.004). Conclusions Differences in clinical characteristics and features of Sars-Cov-2 infection between TP1 and TP2 reflect the effects of protective measures and increased testing capacity. The lower mortality in TP2 is in line with a less frail population. However, the vast majority of death events in TP2 were related to COVID-19, reinforcing the priority to protect cancer patients.
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25
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A definitive prognostication system for patients with thoracic malignancies diagnosed with COVID-19: an update from the TERAVOLT registry. J Thorac Oncol 2022; 17:661-674. [PMID: 35121086 PMCID: PMC8804493 DOI: 10.1016/j.jtho.2021.12.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 12/16/2021] [Accepted: 12/31/2021] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Patients with thoracic malignancies are at increased risk for mortality from coronavirus disease 2019 (COVID-19), and a large number of intertwined prognostic variables have been identified so far. METHODS Capitalizing data from the Thoracic Cancers International COVID-19 Collaboration (TERAVOLT) registry, a global study created with the aim of describing the impact of COVID-19 in patients with thoracic malignancies, we used a clustering approach, a fast-backward step-down selection procedure, and a tree-based model to screen and optimize a broad panel of demographics and clinical COVID-19 and cancer characteristics. RESULTS As of April 15, 2021, a total of 1491 consecutive eligible patients from 18 countries were included in the analysis. With a mean observation period of 42 days, 361 events were reported with an all-cause case fatality rate of 24.2%. The clustering procedure screened 73 covariates in 13 clusters. A further multivariable logistic regression for the association between clusters and death was performed, resulting in five clusters significantly associated with the outcome. The fast-backward step-down selection procedure then identified the following seven major determinants of death: Eastern Cooperative Oncology Group-performance status (ECOG-PS) (OR = 2.47, 1.87-3.26), neutrophil count (OR = 2.46, 1.76-3.44), serum procalcitonin (OR = 2.37, 1.64-3.43), development of pneumonia (OR = 1.95, 1.48-2.58), C-reactive protein (OR = 1.90, 1.43-2.51), tumor stage at COVID-19 diagnosis (OR = 1.97, 1.46-2.66), and age (OR = 1.71, 1.29-2.26). The receiver operating characteristic analysis for death of the selected model confirmed its diagnostic ability (area under the receiver operating curve = 0.78, 95% confidence interval: 0.75-0.81). The nomogram was able to classify the COVID-19 mortality in an interval ranging from 8% to 90%, and the tree-based model recognized ECOG-PS, neutrophil count, and c-reactive protein as the major determinants of prognosis. CONCLUSIONS From 73 variables analyzed, seven major determinants of death have been identified. Poor ECOG-PS was found to have the strongest association with poor outcome from COVID-19. With our analysis, we provide clinicians with a definitive prognostication system to help determine the risk of mortality for patients with thoracic malignancies and COVID-19.
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Elkrief A, Wu JT, Jani C, Enriquez KT, Glover M, Shah MR, Shaikh HG, Beeghly-Fadiel A, French B, Jhawar SR, Johnson DB, McKay RR, Rivera DR, Reuben DY, Shah S, Tinianov SL, Vinh DC, Mishra S, Warner JL. Learning through a Pandemic: The Current State of Knowledge on COVID-19 and Cancer. Cancer Discov 2022; 12:303-330. [PMID: 34893494 PMCID: PMC8831477 DOI: 10.1158/2159-8290.cd-21-1368] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/26/2021] [Accepted: 12/09/2021] [Indexed: 12/15/2022]
Abstract
The ongoing coronavirus disease 2019 (COVID-19) pandemic has left patients with current or past history of cancer facing disparate consequences at every stage of the cancer trajectory. This comprehensive review offers a landscape analysis of the current state of the literature on COVID-19 and cancer, including the immune response to COVID-19, risk factors for severe disease, and impact of anticancer therapies. We also review the latest data on treatment of COVID-19 and vaccination safety and efficacy in patients with cancer, as well as the impact of the pandemic on cancer care, including the urgent need for rapid evidence generation and real-world study designs. SIGNIFICANCE: Patients with cancer have faced severe consequences at every stage of the cancer journey due to the COVID-19 pandemic. This comprehensive review offers a landscape analysis of the current state of the field regarding COVID-19 and cancer. We cover the immune response, risk factors for severe disease, and implications for vaccination in patients with cancer, as well as the impact of the COVID-19 pandemic on cancer care delivery. Overall, this review provides an in-depth summary of the key issues facing patients with cancer during this unprecedented health crisis.
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Affiliation(s)
- Arielle Elkrief
- Division of Medical Oncology (Department of Medicine), McGill University Health Centre, Montreal, Quebec, Canada
| | - Julie T Wu
- Stanford University, Palo Alto, California
| | - Chinmay Jani
- Mount Auburn Hospital, Harvard Medical School, Cambridge, Massachusetts
| | - Kyle T Enriquez
- Vanderbilt University School of Medicine, Nashville, Tennessee
| | | | - Mansi R Shah
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | | | | | | | - Sachin R Jhawar
- The Ohio State University Comprehensive Cancer Center, Columbus, Ohio
| | | | - Rana R McKay
- University of California San Diego, San Diego, California
| | - Donna R Rivera
- Division of Cancer Control and Population Services, National Cancer Institute, Rockville, Maryland
| | - Daniel Y Reuben
- Medical University of South Carolina, Charleston, South Carolina
| | - Surbhi Shah
- Hematology and Oncology, Mayo Clinic Arizona, Phoenix, Arizona
| | - Stacey L Tinianov
- Advocates for Collaborative Education, UCSF Breast Science Advocacy Core, San Francisco, California
| | - Donald Cuong Vinh
- Division of Infectious Diseases (Department of Medicine), Divisions of Medical Microbiology and of Molecular Diagnostics (OptiLab), McGill University Health Centre, Montreal, Quebec, Canada
| | - Sanjay Mishra
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jeremy L Warner
- Vanderbilt University Medical Center, Nashville, Tennessee.
- Vanderbilt University, Nashville, Tennessee
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Akingboye A, Mahmood F, Amiruddin N, Reay M, Nightingale P, Ogunwobi OO. Increased risk of COVID-19-related admissions in patients with active solid organ cancer in the West Midlands region of the UK: a retrospective cohort study. BMJ Open 2021; 11:e053352. [PMID: 34903546 PMCID: PMC8671845 DOI: 10.1136/bmjopen-2021-053352] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE Susceptibility of patients with cancer to COVID-19 pneumonitis has been variable. We aim to quantify the risk of hospitalisation in patients with active cancer and use a machine learning algorithm (MLA) and traditional statistics to predict clinical outcomes and mortality. DESIGN Retrospective cohort study. SETTING A single UK district general hospital. PARTICIPANTS Data on total hospital admissions between March 2018 and June 2020, all active cancer diagnoses between March 2019 and June 2020 and clinical parameters of COVID-19-positive admissions between March 2020 and June 2020 were collected. 526 COVID-19 admissions without an active cancer diagnosis were compared with 87 COVID-19 admissions with an active cancer diagnosis. PRIMARY AND SECONDARY OUTCOME MEASURES 30-day and 90-day post-COVID-19 survival. RESULTS In total, 613 patients were enrolled with male to female ratio of 1:6 and median age of 77 years. The estimated infection rate of COVID-19 was 87 of 22 729 (0.4%) in the patients with cancer and 526 of 404 379 (0.1%) in the population without cancer (OR of being hospitalised with COVID-19 if having cancer is 2.942671 (95% CI: 2.344522 to 3.693425); p<0.001). Survival was reduced in patients with cancer with COVID-19 at 90 days. R-Studio software determined the association between cancer status, COVID-19 and 90-day survival against variables using MLA. Multivariate analysis showed increases in age (OR 1.039 (95% CI: 1.020 to 1.057), p<0.001), urea (OR 1.005 (95% CI: 1.002 to 1.007), p<0.001) and C reactive protein (CRP) (OR 1.065 (95% CI: 1.016 to 1.116), p<0.008) are associated with greater 30-day and 90-day mortality. The MLA model examined the contribution of predictive variables for 90-day survival (area under the curve: 0.749); with transplant patients, age, male gender and diabetes mellitus being predictors of greater mortality. CONCLUSIONS Active cancer diagnosis has a threefold increase in risk of hospitalisation with COVID-19. Increased age, urea and CRP predict mortality in patients with cancer. MLA complements traditional statistical analysis in identifying prognostic variables for outcomes of COVID-19 infection in patients with cancer. This study provides proof of concept for MLA in risk prediction for COVID-19 in patients with cancer and should inform a redesign of cancer services to ensure safe delivery of cancer care.
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Affiliation(s)
| | | | | | | | - Peter Nightingale
- Institute of Translational Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
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28
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Wong YNS, Sng CCT, Ottaviani D, Patel G, Chowdhury A, Earnshaw I, Sinclair A, Merry E, Wu A, Galazi M, Benafif S, Soosaipillai G, Chopra N, Roylance R, Shaw H, Lee AJX. Systemic Anti-Cancer Therapy and Metastatic Cancer Are Independent Mortality Risk Factors during Two UK Waves of the COVID-19 Pandemic at University College London Hospital. Cancers (Basel) 2021; 13:6085. [PMID: 34885194 PMCID: PMC8657102 DOI: 10.3390/cancers13236085] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/18/2021] [Accepted: 11/26/2021] [Indexed: 12/15/2022] Open
Abstract
An increased mortality risk was observed in patients with cancer during the first wave of COVID-19. Here, we describe determinants of mortality in patients with solid cancer comparing the first and second waves of COVID-19. A retrospective analysis encompassing two waves of COVID-19 (March-May 2020; December 2020-February 2021) was performed. 207 patients with cancer were matched to 452 patients without cancer. Patient demographics and oncological variables such as cancer subtype, staging and anti-cancer treatment were evaluated for association with COVID-19 mortality. Overall mortality was lower in wave two compared to wave one, HR 0.41 (95% CI: 0.30-0.56). In patients with cancer, mortality was 43.6% in wave one and 15.9% in wave two. In hospitalized patients, after adjusting for age, ethnicity and co-morbidities, a history of cancer was associated with increased mortality in wave one but not wave two. In summary, the second UK wave of COVID-19 is associated with lower mortality in hospitalized patients. A history of solid cancer was not associated with increased mortality despite the dominance of the more transmissible B.1.1.7 SARS-CoV-2 variant. In both waves, metastatic disease and systemic anti-cancer treatment appeared to be independent risk factors for death within the combined cancer cohort.
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Affiliation(s)
- Yien Ning Sophia Wong
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
- UCL Cancer Institute, University College London, London WC1E 6BT, UK
| | - Christopher C. T. Sng
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Diego Ottaviani
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Grisma Patel
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Amani Chowdhury
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Irina Earnshaw
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Alasdair Sinclair
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Eve Merry
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Anjui Wu
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Myria Galazi
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Sarah Benafif
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Gehan Soosaipillai
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Neha Chopra
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Rebecca Roylance
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
- NIHR University College London Hospitals Biomedical Research Centre, London W1T 7DN, UK
| | - Heather Shaw
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
| | - Alvin J. X. Lee
- Cancer Division, University College London Hospitals NHS Foundation Trust, London NW1 2BU, UK; (Y.N.S.W.); (C.C.T.S.); (D.O.); (G.P.); (A.C.); (I.E.); (A.S.); (E.M.); (A.W.); (M.G.); (S.B.); (G.S.); (N.C.); (R.R.); (H.S.)
- UCL Cancer Institute, University College London, London WC1E 6BT, UK
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29
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Tran S, Truong TH, Narendran A. Evaluation of COVID-19 vaccine response in patients with cancer: An interim analysis. Eur J Cancer 2021; 159:259-274. [PMID: 34798454 PMCID: PMC8542448 DOI: 10.1016/j.ejca.2021.10.013] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/24/2021] [Accepted: 10/06/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND Efficacy and safety data of COVID-19 vaccines among cancer populations have been limited; however, preliminary data from recent studies have emerged regarding their immunogenicity and safety in this population. In this review, we examined current peer-reviewed publications containing serological and safety data after COVID-19 vaccination of patients with cancer. METHODS This analysis examined 21 studies with a total of 5012 patients with cancer, of which 2676 (53%) had haematological malignancies, 2309 (46%) had solid cancers and 739 were healthy controls. Serological responses by anti-SARS-CoV-2 spike protein S1/S2 immunoglobulin G antibody levels and post-vaccination patient questionnaires regarding vaccine-related side-effects after the first and second dose were collected and analysed. RESULTS In general, a single dose of the COVID-19 vaccine yields weaker and heterogeneous serological responses in both patients with haematological and solid malignancies. On receiving a second dose, serological response rates indicate a substantial increase in seropositivity to the SARS-CoV-2 spike protein in all cancer cohorts, but antibody titres remain reduced in comparison with healthy controls. Furthermore, seroconversion in patients with haematological malignancies was significantly lower than that in patients with solid tumours. COVID-19 vaccines are safe and well-tolerated in patients with cancer based on current data of local and systemic effects. CONCLUSION Together, these data support the prioritisation of patients with cancer to receive their first and second doses to minimise the risk of COVID-19 infection and severe complications in this vulnerable population. Additional prophylactic measures must be considered for high-risk patients where current vaccination programs may not mount sufficient protection against SARS-CoV-2 infection.
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Affiliation(s)
- Son Tran
- Departments of Oncology and Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
| | - Tony H Truong
- Divisions of Pediatric Hematology, Oncology, and Blood and Marrow Transplantation, Alberta Children's Hospital, Calgary, Alberta, Canada
| | - Aru Narendran
- Departments of Oncology and Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada; Divisions of Pediatric Hematology, Oncology, and Blood and Marrow Transplantation, Alberta Children's Hospital, Calgary, Alberta, Canada
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30
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Pinato DJ, Tabernero J, Bower M, Scotti L, Patel M, Colomba E, Dolly S, Loizidou A, Chester J, Mukherjee U, Zambelli A, Dalla Pria A, Aguilar-Company J, Ottaviani D, Chowdhury A, Merry E, Salazar R, Bertuzzi A, Brunet J, Lambertini M, Tagliamento M, Pous A, Sita-Lumsden A, Srikandarajah K, Colomba J, Pommeret F, Seguí E, Generali D, Grisanti S, Pedrazzoli P, Rizzo G, Libertini M, Moss C, Evans JS, Russell B, Harbeck N, Vincenzi B, Biello F, Bertulli R, Liñan R, Rossi S, Carmona-García MC, Tondini C, Fox L, Baggi A, Fotia V, Parisi A, Porzio G, Saponara M, Cruz CA, García-Illescas D, Felip E, Roqué Lloveras A, Sharkey R, Roldán E, Reyes R, Earnshaw I, Ferrante D, Marco-Hernández J, Ruiz-Camps I, Gaidano G, Patriarca A, Bruna R, Sureda A, Martinez-Vila C, Sanchez de Torre A, Cantini L, Filetti M, Rimassa L, Chiudinelli L, Franchi M, Krengli M, Santoro A, Prat A, Van Hemelrijck M, Diamantis N, Newsom-Davis T, Gennari A, Cortellini A. Prevalence and impact of COVID-19 sequelae on treatment and survival of patients with cancer who recovered from SARS-CoV-2 infection: evidence from the OnCovid retrospective, multicentre registry study. Lancet Oncol 2021; 22:1669-1680. [PMID: 34741822 PMCID: PMC8565932 DOI: 10.1016/s1470-2045(21)00573-8] [Citation(s) in RCA: 69] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Revised: 09/19/2021] [Accepted: 09/20/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND The medium-term and long-term impact of COVID-19 in patients with cancer is not yet known. In this study, we aimed to describe the prevalence of COVID-19 sequelae and their impact on the survival of patients with cancer. We also aimed to describe patterns of resumption and modifications of systemic anti-cancer therapy following recovery from SARS-CoV-2 infection. METHODS OnCovid is an active European registry study enrolling consecutive patients aged 18 years or older with a history of solid or haematological malignancy and who had a diagnosis of RT-PCR confirmed SARS-CoV-2 infection. For this retrospective study, patients were enrolled from 35 institutions across Belgium, France, Germany, Italy, Spain, and the UK. Patients who were diagnosed with SARS-CoV-2 infection between Feb 27, 2020, and Feb 14, 2021, and entered into the registry at the point of data lock (March 1, 2021), were eligible for analysis. The present analysis was focused on COVID-19 survivors who underwent clinical reassessment at each participating institution. We documented prevalence of COVID-19 sequelae and described factors associated with their development and their association with post-COVID-19 survival, which was defined as the interval from post-COVID-19 reassessment to the patients' death or last follow-up. We also evaluated resumption of systemic anti-cancer therapy in patients treated within 4 weeks of COVID-19 diagnosis. The OnCovid study is registered in ClinicalTrials.gov, NCT04393974. FINDINGS 2795 patients diagnosed with SARS-CoV-2 infection between Feb 27, 2020, and Feb 14, 2021, were entered into the study by the time of the data lock on March 1, 2021. After the exclusion of ineligible patients, the final study population consisted of 2634 patients. 1557 COVID-19 survivors underwent a formal clinical reassessment after a median of 22·1 months (IQR 8·4-57·8) from cancer diagnosis and 44 days (28-329) from COVID-19 diagnosis. 234 (15·0%) patients reported COVID-19 sequelae, including respiratory symptoms (116 [49·6%]) and residual fatigue (96 [41·0%]). Sequelae were more common in men (vs women; p=0·041), patients aged 65 years or older (vs other age groups; p=0·048), patients with two or more comorbidities (vs one or none; p=0·0006), and patients with a history of smoking (vs no smoking history; p=0·0004). Sequelae were associated with hospitalisation for COVID-19 (p<0·0001), complicated COVID-19 (p<0·0001), and COVID-19 therapy (p=0·0002). With a median post-COVID-19 follow-up of 128 days (95% CI 113-148), COVID-19 sequelae were associated with an increased risk of death (hazard ratio [HR] 1·80 [95% CI 1·18-2·75]) after adjusting for time to post-COVID-19 reassessment, sex, age, comorbidity burden, tumour characteristics, anticancer therapy, and COVID-19 severity. Among 466 patients on systemic anti-cancer therapy, 70 (15·0%) permanently discontinued therapy, and 178 (38·2%) resumed treatment with a dose or regimen adjustment. Permanent treatment discontinuations were independently associated with an increased risk of death (HR 3·53 [95% CI 1·45-8·59]), but dose or regimen adjustments were not (0·84 [0·35-2·02]). INTERPRETATION Sequelae post-COVID-19 affect up to 15% of patients with cancer and adversely affect survival and oncological outcomes after recovery. Adjustments to systemic anti-cancer therapy can be safely pursued in treatment-eligible patients. FUNDING National Institute for Health Research Imperial Biomedical Research Centre and the Cancer Treatment and Research Trust.
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Affiliation(s)
- David J Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy.
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Mark Bower
- Department of Oncology, Chelsea and Westminster Hospital, London, UK; National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Lorenza Scotti
- Unit of Medical Statistics, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Meera Patel
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Emeline Colomba
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Saoirse Dolly
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Angela Loizidou
- Department of Infectious Diseases, Internal Medicine, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - John Chester
- Medical Oncology, School of Medicine, Cardiff University, Cardiff, UK; Medical Oncology, Velindre Cancer Centre, Cardiff, UK
| | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, UK
| | - Alberto Zambelli
- Oncology Unit, Azienda Socio Sanitaria Territoriale Papa Giovanni XXIII, Bergamo, Italy
| | - Alessia Dalla Pria
- Department of Oncology, Chelsea and Westminster Hospital, London, UK; National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Juan Aguilar-Company
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Diego Ottaviani
- Cancer Division, University College London Hospitals, London, UK
| | - Amani Chowdhury
- Cancer Division, University College London Hospitals, London, UK
| | - Eve Merry
- Cancer Division, University College London Hospitals, London, UK
| | - Ramon Salazar
- Department of Medical Oncology, ICO L'Hospitalet, Oncobell Program, Hospitalet de Llobregat, Barcelona, Spain
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Matteo Lambertini
- Medical Oncology Department, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties, School of Medicine, University of Genova, Genova, Italy
| | - Marco Tagliamento
- Medical Oncology Department, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties, School of Medicine, University of Genova, Genova, Italy
| | - Anna Pous
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | | | | | - Johann Colomba
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Fanny Pommeret
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Elia Seguí
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | - Daniele Generali
- Multidisciplinary Breast Pathology and Translational Research Unit, Azienda Socio Sanitaria Territoriale Cremona, Cremona, Italy; Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Salvatore Grisanti
- Medical Oncology Unit, Spedali Civili, Brescia, Italy; Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Paolo Pedrazzoli
- Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Michela Libertini
- Medical Oncology Unit, Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy
| | - Charlotte Moss
- Translational Oncology and Urology Research, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Joanne S Evans
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Beth Russell
- Translational Oncology and Urology Research, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Nadia Harbeck
- Department of Gynecology and Obstetrics, Breast Center and Gynecological Cancer Center and Comprehensive Cancer Center Munich, University Hospital Munich, Munich, Germany
| | - Bruno Vincenzi
- Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Federica Biello
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Azienda Ospedaliera Maggiore Della Caritá, Novara, Italy
| | - Rossella Bertulli
- Medical Oncology 2, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Raquel Liñan
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Sabrina Rossi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Maria Carmen Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Carlo Tondini
- Oncology Unit, Azienda Socio Sanitaria Territoriale Papa Giovanni XXIII, Bergamo, Italy
| | - Laura Fox
- Haematology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Alice Baggi
- Medical Oncology Unit, Spedali Civili, Brescia, Italy; Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Vittoria Fotia
- Oncology Unit, Azienda Socio Sanitaria Territoriale Papa Giovanni XXIII, Bergamo, Italy
| | - Alessandro Parisi
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Giampero Porzio
- Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Maristella Saponara
- Melanoma and Sarcoma Medical Treatment Unit, Istituto Europeo di Oncologia, Milan, Italy
| | | | - David García-Illescas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Eudald Felip
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Ariadna Roqué Lloveras
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Rachel Sharkey
- Department of Oncology, Chelsea and Westminster Hospital, London, UK; National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Elisa Roldán
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Roxana Reyes
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | - Irina Earnshaw
- Cancer Division, University College London Hospitals, London, UK
| | - Daniela Ferrante
- Unit of Medical Statistics, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | | | - Isabel Ruiz-Camps
- Infectious Diseases, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Gianluca Gaidano
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Azienda Ospedaliera Maggiore Della Caritá, Novara, Italy
| | - Andrea Patriarca
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Azienda Ospedaliera Maggiore Della Caritá, Novara, Italy
| | - Riccardo Bruna
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Azienda Ospedaliera Maggiore Della Caritá, Novara, Italy
| | - Anna Sureda
- Haematology Department, ICO L'Hospitalet, Oncobell Program, Hospitalet de Llobregat, Barcelona, Spain
| | | | | | - Luca Cantini
- Medical Oncology, Azienda Ospedaliero Universitaria, Ospedali Riuniti, Polytechnic University of the Marche Region, Ancona, Italy
| | | | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Lorenzo Chiudinelli
- Oncology Unit, Azienda Socio Sanitaria Territoriale Papa Giovanni XXIII, Bergamo, Italy
| | - Michela Franchi
- Oncology Unit, Azienda Socio Sanitaria Territoriale Papa Giovanni XXIII, Bergamo, Italy
| | - Marco Krengli
- Division of Radiotherapy, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Azienda Ospedaliera Maggiore Della Caritá, Novara, Italy
| | - Armando Santoro
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain; Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain, Barcelona, Spain
| | - Mieke Van Hemelrijck
- Translational Oncology and Urology Research, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | | | - Thomas Newsom-Davis
- Department of Oncology, Chelsea and Westminster Hospital, London, UK; National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy; Azienda Ospedaliera Maggiore Della Caritá, Novara, Italy
| | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
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Desai A, Mohammed TJ, Duma N, Garassino MC, Hicks LK, Kuderer NM, Lyman GH, Mishra S, Pinato DJ, Rini BI, Peters S, Warner JL, Whisenant JG, Wood WA, Thompson MA. COVID-19 and Cancer: A Review of the Registry-Based Pandemic Response. JAMA Oncol 2021; 7:1882-1890. [PMID: 34473192 PMCID: PMC8805603 DOI: 10.1001/jamaoncol.2021.4083] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Importance The COVID-19 pandemic has had consequences for patients with cancer worldwide and has been associated with delays in diagnosis, interruption of treatment and follow-up care, and increases in overall infection rates and premature mortality. Observations Despite the challenges experienced during the pandemic, the global oncology community has responded with an unprecedented level of investigation, collaboration, and technological innovation through the rapid development of COVID-19 registries that have allowed an increased understanding of the natural history, risk factors, and outcomes of patients with cancer who are diagnosed with COVID-19. This review describes 14 major registries comprising more than 28 500 patients with cancer and COVID-19; these ongoing registry efforts have provided an improved understanding of the impact and outcomes of COVID-19 among patients with cancer. Conclusions and Relevance An initiative is needed to promote active collaboration between different registries to improve the quality and consistency of information. Well-designed prospective and randomized clinical trials are needed to collect high-level evidence to guide long-term epidemiologic, behavioral, and clinical decision-making for this and future pandemics.
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Affiliation(s)
- Aakash Desai
- Division of Medical Oncology, Department of Medicine, Mayo Clinic, Rochester, MN, USA
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Turab J. Mohammed
- Department of Medicine, University of Connecticut, Farmington, CT, USA
| | - Narjust Duma
- Department of Medicine, Division of Hematology, Medical Oncology and Palliative Care, University of Wisconsin, Madison, WI, USA
| | | | - Lisa K. Hicks
- Division of Hematology/Oncology, St. Michael’s Hospital, University of Toronto, Toronto, ON, Canada
| | | | - Gary H. Lyman
- Fred Hutchinson Cancer Research Center/University of Washington/Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Sanjay Mishra
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - David J. Pinato
- Department of Surgery & Cancer, Imperial College London, London, UK
- Division of Oncology, Department of Translational Medicine, Piemonte Orientale University, Novara, Italy
| | - Brian I. Rini
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Jeremy L. Warner
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jennifer G. Whisenant
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - William A. Wood
- Division of Hematology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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32
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Pinato DJ, Patel M, Scotti L, Colomba E, Dolly S, Loizidou A, Chester J, Mukherjee U, Zambelli A, Dalla Pria A, Aguilar-Company J, Bower M, Salazar R, Bertuzzi A, Brunet J, Lambertini M, Tagliamento M, Pous A, Sita-Lumsden A, Srikandarajah K, Colomba J, Pommeret F, Seguí E, Generali D, Grisanti S, Pedrazzoli P, Rizzo G, Libertini M, Moss C, Evans JS, Russell B, Harbeck N, Vincenzi B, Biello F, Bertulli R, Ottaviani D, Liñan R, Rossi S, Carmona-García MC, Tondini C, Fox L, Baggi A, Fotia V, Parisi A, Porzio G, Queirolo P, Cruz CA, Saoudi-Gonzalez N, Felip E, Roqué Lloveras A, Newsom-Davis T, Sharkey R, Roldán E, Reyes R, Zoratto F, Earnshaw I, Ferrante D, Marco-Hernández J, Ruiz-Camps I, Gaidano G, Patriarca A, Bruna R, Sureda A, Martinez-Vila C, Sanchez de Torre A, Berardi R, Giusti R, Mazzoni F, Guida A, Rimassa L, Chiudinelli L, Franchi M, Krengli M, Santoro A, Prat A, Tabernero J, Van Hemelrijck M, Diamantis N, Gennari A, Cortellini A. Time-Dependent COVID-19 Mortality in Patients With Cancer: An Updated Analysis of the OnCovid Registry. JAMA Oncol 2021; 8:114-122. [PMID: 34817562 DOI: 10.1001/jamaoncol.2021.6199] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Importance Whether the severity and mortality of COVID-19 in patients with cancer have improved in terms of disease management and capacity is yet to be defined. Objective To test whether severity and mortality from COVID-19 among patients with cancer have improved during the course of the pandemic. Design, Setting, and Participants OnCovid is a European registry that collects data on consecutive patients with solid or hematologic cancer and COVID-19. This multicenter case series study included real-world data from 35 institutions across 6 countries (UK, Italy, Spain, France, Belgium, and Germany). This update included patients diagnosed between February 27, 2020, and February, 14, 2021. Inclusion criteria were confirmed diagnosis of SARS-CoV-2 infection and a history of solid or hematologic cancer. Exposures SARS-CoV-2 infection. Main Outcomes and Measures Deaths were differentiated at 14 days and 3 months as the 2 landmark end points. Patient characteristics and outcomes were compared by stratifying patients across 5 phases (February to March 2020, April to June 2020, July to September 2020, October to December 2020, and January to February 2021) and across 2 major outbreaks (February to June 2020 and July 2020 to February 2021). Results At data cutoff, 2795 consecutive patients were included, with 2634 patients eligible for analysis (median [IQR] age, 68 [18-77] years ; 52.8% men). Eligible patients demonstrated significant time-dependent improvement in 14-day case-fatality rate (CFR) with estimates of 29.8% (95% CI, 0.26-0.33) for February to March 2020; 20.3% (95% CI, 0.17-0.23) for April to June 2020; 12.5% (95% CI, 0.06-22.90) for July to September 2020; 17.2% (95% CI, 0.15-0.21) for October to December 2020; and 14.5% (95% CI, 0.09-0.21) for January to February 2021 (all P < .001) across the predefined phases. Compared with the second major outbreak, patients diagnosed in the first outbreak were more likely to be 65 years or older (974 of 1626 [60.3%] vs 564 of 1008 [56.1%]; P = .03), have at least 2 comorbidities (793 of 1626 [48.8%] vs 427 of 1008 [42.4%]; P = .001), and have advanced tumors (708 of 1626 [46.4%] vs 536 of 1008 [56.1%]; P < .001). Complications of COVID-19 were more likely to be seen (738 of 1626 [45.4%] vs 342 of 1008 [33.9%]; P < .001) and require hospitalization (969 of 1626 [59.8%] vs 418 of 1008 [42.1%]; P < .001) and anti-COVID-19 therapy (1004 of 1626 [61.7%] vs 501 of 1008 [49.7%]; P < .001) during the first major outbreak. The 14-day CFRs for the first and second major outbreaks were 25.6% (95% CI, 0.23-0.28) vs 16.2% (95% CI, 0.13-0.19; P < .001), respectively. After adjusting for country, sex, age, comorbidities, tumor stage and status, anti-COVID-19 and anticancer therapy, and COVID-19 complications, patients diagnosed in the first outbreak had an increased risk of death at 14 days (hazard ratio [HR], 1.85; 95% CI, 1.47-2.32) and 3 months (HR, 1.28; 95% CI, 1.08-1.51) compared with those diagnosed in the second outbreak. Conclusions and Relevance The findings of this registry-based study suggest that mortality in patients with cancer diagnosed with COVID-19 has improved in Europe; this improvement may be associated with earlier diagnosis, improved management, and dynamic changes in community transmission over time.
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Affiliation(s)
| | - David J Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, United Kingdom.,Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Meera Patel
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Lorenza Scotti
- Department of Translational Medicine, Unit of Medical Statistics, University of Piemonte Orientale, Novara, Italy
| | - Emeline Colomba
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Saoirse Dolly
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Angela Loizidou
- Department of Infectious Diseases, Internal Medicine, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - John Chester
- Medical Oncology, School of Medicine, Cardiff University, Cardiff, United Kingdom.,Medical Oncology, Velindre Cancer Centre, Cardiff, United Kingdom
| | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, United Kingdom
| | - Alberto Zambelli
- Oncology Unit, Azienda Socio Sanitaria Territoriale, Papa Giovanni XXIII, Bergamo, Italy
| | - Alessia Dalla Pria
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, United Kingdom
| | - Juan Aguilar-Company
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain.,Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, United Kingdom
| | - Ramon Salazar
- Department of Medical Oncology, ICO L'Hospitalet, Oncobell Program, CIBERONC, Hospitalet de Llobregat, Spain
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Matteo Lambertini
- Medical Oncology Department, Istituto di Ricovero e Cura a Carattere Scientifico, Ospedale Policlinico San Martino, Genova, Italy.,Department of Internal Medicine and Medical Specialties, School of Medicine, University of Genova, Genova, Italy
| | - Marco Tagliamento
- Medical Oncology Department, Istituto di Ricovero e Cura a Carattere Scientifico, Ospedale Policlinico San Martino, Genova, Italy.,Department of Internal Medicine and Medical Specialties, School of Medicine, University of Genova, Genova, Italy
| | - Anna Pous
- Medical Oncology Department, Badalona Applied Research Group in Oncology, Institut Germans Trias i Pujol, Catalan Institute of Oncology-Badalona, Spain
| | - Ailsa Sita-Lumsden
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | | | - Johann Colomba
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Fanny Pommeret
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, Villejuif, France
| | - Elia Seguí
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | - Daniele Generali
- Multidisciplinary Breast Pathology and Translational Research Unit, Azienda Socio Sanitaria Territoriale, Cremona, Italy.,Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | | | - Paolo Pedrazzoli
- Medical Oncology Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Policlinico San Matteo, Pavia, Italy.,Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Policlinico San Matteo, Pavia, Italy
| | - Michela Libertini
- Medical Oncology Unit, Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy
| | - Charlotte Moss
- Translational Oncology and Urology Research, School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | - Joanne S Evans
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Beth Russell
- Translational Oncology and Urology Research, School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | - Nadia Harbeck
- Department of Gynecology and Obstetrics, Breast Center and Gynecological Cancer Center and Comprehensive Cancer Center Munich, University Hospital Munich, Munich, Germany
| | - Bruno Vincenzi
- Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Federica Biello
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Rossella Bertulli
- Medical Oncology 2, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Istituto Nazionale dei Tumori, Milan, Italy
| | - Diego Ottaviani
- Cancer Division, University College London Hospitals, London, United Kingdom
| | - Raquel Liñan
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Sabrina Rossi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Rozzano, Milan, Italy
| | - M Carmen Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Carlo Tondini
- Oncology Unit, Azienda Socio Sanitaria Territoriale, Papa Giovanni XXIII, Bergamo, Italy
| | - Laura Fox
- Department of Hematology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Alice Baggi
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Vittoria Fotia
- Oncology Unit, Azienda Socio Sanitaria Territoriale, Papa Giovanni XXIII, Bergamo, Italy
| | - Alessandro Parisi
- Department of Life, Health & Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Giampero Porzio
- Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Paola Queirolo
- Melanoma and Sarcoma Medical Treatment Unit, Istituto Europeo di Oncologia, Milan, Italy
| | | | - Nadia Saoudi-Gonzalez
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Eudald Felip
- Medical Oncology Department, Badalona Applied Research Group in Oncology, Institut Germans Trias i Pujol, Catalan Institute of Oncology-Badalona, Spain
| | - Ariadna Roqué Lloveras
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Thomas Newsom-Davis
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, United Kingdom
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, United Kingdom
| | - Elisa Roldán
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Barcelona, Spain
| | - Roxana Reyes
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | | | - Irina Earnshaw
- Cancer Division, University College London Hospitals, London, United Kingdom
| | - Daniela Ferrante
- Department of Translational Medicine, Unit of Medical Statistics, University of Piemonte Orientale, Novara, Italy
| | | | - Isabel Ruiz-Camps
- Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Gianluca Gaidano
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Andrea Patriarca
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Riccardo Bruna
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Anna Sureda
- Haematology Department, Institut Catala d'Oncologia Hospitalet, Hospitalet de Llobregat, Bellvitge Institute for Biomedical Research, Universitat de Barcelona, Barcelona, Spain
| | | | | | - Rossana Berardi
- Medical Oncology, Azienda Ospedaliero-Universitaria Ospedali Riuniti, Polytechnic University of the Marche Region, Ancona, Italy
| | | | | | - Annalisa Guida
- Department of Oncology, Azienda Ospedaliera Santa Maria, Terni, Italy
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, Milan, Italy
| | - Lorenzo Chiudinelli
- Oncology Unit, Azienda Socio Sanitaria Territoriale, Papa Giovanni XXIII, Bergamo, Italy
| | - Michela Franchi
- Oncology Unit, Azienda Socio Sanitaria Territoriale, Papa Giovanni XXIII, Bergamo, Italy
| | - Marco Krengli
- Division of Radiotherapy, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore Della Carità, Novara, Italy
| | - Armando Santoro
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, Milan, Italy
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain.,Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology, Baselga Oncological Institute at Quiron, Universitat de Vic - Universitat Central de Catalunya, Barcelona, Spain
| | - Mieke Van Hemelrijck
- Translational Oncology and Urology Research, School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | | | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Alessio Cortellini
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, United Kingdom.,Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
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So ACP, McGrath H, Ting J, Srikandarajah K, Germanou S, Moss C, Russell B, Monroy-Iglesias M, Dolly S, Irshad S, Van Hemelrijck M, Enting D. COVID-19 Vaccine Safety in Cancer Patients: A Single Centre Experience. Cancers (Basel) 2021; 13:3573. [PMID: 34298785 PMCID: PMC8304256 DOI: 10.3390/cancers13143573] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 06/30/2021] [Accepted: 07/14/2021] [Indexed: 12/23/2022] Open
Abstract
Emergency approval of vaccines against COVID-19 provides an opportunity for us to return to pre-pandemic oncology care. However, safety data in cancer patients is lacking due to their exclusion from most phase III trials. We included all patients aged less than 65 years who received a COVID-19 vaccine from 8 December 2020 to 28 February 2021 at our London tertiary oncology centre. Solicited and unsolicited vaccine-related adverse events (VRAEs) were collected using telephone or face-to-face consultation. Within the study period, 373 patients received their first dose of vaccine: Pfizer/BioNTech (75.1%), Oxford/AstraZeneca (23.6%), Moderna (0.3%), and unknown (1.1%). Median follow-up was 25 days (5-85). Median age was 56 years (19-65). Of the patients, 94.9% had a solid malignancy and 76.7% were stage 3-4. The most common cancers were breast (34.0%), lung (13.4%), colorectal (10.2%), and gynaecological (10.2%). Of the patients, 88.5% were receiving anti-cancer treatment (36.2% parenteral chemotherapy and 15.3% immunotherapy), 76.1% developed any grade VRAE of which 2.1% were grade 3. No grade 4/5 or anaphylaxis were observed. The most common VRAEs within 7 days post-vaccination were sore arm (61.7%), fatigue (18.2%), and headaches (12.1%). Most common grade 3 VRAE was fatigue (1.1%). Our results demonstrate that COVID-19 vaccines in oncology patients have mild reactogenicity.
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Affiliation(s)
- Alfred Chung Pui So
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
| | - Harriet McGrath
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
| | - Jonathan Ting
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
| | - Krishnie Srikandarajah
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
| | - Styliani Germanou
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
| | - Charlotte Moss
- Translational Oncology & Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London SE1 9RT, UK; (C.M.); (B.R.); (M.M.-I.); (M.V.H.)
| | - Beth Russell
- Translational Oncology & Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London SE1 9RT, UK; (C.M.); (B.R.); (M.M.-I.); (M.V.H.)
| | - Maria Monroy-Iglesias
- Translational Oncology & Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London SE1 9RT, UK; (C.M.); (B.R.); (M.M.-I.); (M.V.H.)
| | - Saoirse Dolly
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
| | - Sheeba Irshad
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
| | - Mieke Van Hemelrijck
- Translational Oncology & Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London SE1 9RT, UK; (C.M.); (B.R.); (M.M.-I.); (M.V.H.)
| | - Deborah Enting
- Department of Oncology, Guy’s and St Thomas’ NHS Foundation Trust, London SE1 9RT, UK; (H.M.); (J.T.); (K.S.); (S.G.); (S.D.); (S.I.)
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Sharafeldin N, Bates B, Song Q, Madhira V, Yan Y, Dong S, Lee E, Kuhrt N, Shao YR, Liu F, Bergquist T, Guinney J, Su J, Topaloglu U. Outcomes of COVID-19 in Patients With Cancer: Report From the National COVID Cohort Collaborative (N3C). J Clin Oncol 2021; 39:2232-2246. [PMID: 34085538 PMCID: PMC8260918 DOI: 10.1200/jco.21.01074] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 05/06/2021] [Accepted: 05/07/2021] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Variation in risk of adverse clinical outcomes in patients with cancer and COVID-19 has been reported from relatively small cohorts. The NCATS' National COVID Cohort Collaborative (N3C) is a centralized data resource representing the largest multicenter cohort of COVID-19 cases and controls nationwide. We aimed to construct and characterize the cancer cohort within N3C and identify risk factors for all-cause mortality from COVID-19. METHODS We used 4,382,085 patients from 50 US medical centers to construct a cohort of patients with cancer. We restricted analyses to adults ≥ 18 years old with a COVID-19-positive or COVID-19-negative diagnosis between January 1, 2020, and March 25, 2021. We followed N3C selection of an index encounter per patient for analyses. All analyses were performed in the N3C Data Enclave Palantir platform. RESULTS A total of 398,579 adult patients with cancer were identified from the N3C cohort; 63,413 (15.9%) were COVID-19-positive. Most common represented cancers were skin (13.8%), breast (13.7%), prostate (10.6%), hematologic (10.5%), and GI cancers (10%). COVID-19 positivity was significantly associated with increased risk of all-cause mortality (hazard ratio, 1.20; 95% CI, 1.15 to 1.24). Among COVID-19-positive patients, age ≥ 65 years, male gender, Southern or Western US residence, an adjusted Charlson Comorbidity Index score ≥ 4, hematologic malignancy, multitumor sites, and recent cytotoxic therapy were associated with increased risk of all-cause mortality. Patients who received recent immunotherapies or targeted therapies did not have higher risk of overall mortality. CONCLUSION Using N3C, we assembled the largest nationally representative cohort of patients with cancer and COVID-19 to date. We identified demographic and clinical factors associated with increased all-cause mortality in patients with cancer. Full characterization of the cohort will provide further insights into the effects of COVID-19 on cancer outcomes and the ability to continue specific cancer treatments.
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Affiliation(s)
- Noha Sharafeldin
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | | | | | | | - Yao Yan
- University of Washington, Seattle, WA
- Sage Bionetworks, Seattle, WA
| | | | | | | | | | - Feifan Liu
- University of Massachusetts Medical School, Boston, MA
| | | | | | - Jing Su
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN
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Thorat N, Pricl S, Parchur AK, Somvanshi SB, Li Q, Umrao S, Townley H. Safeguarding COVID-19 and cancer management: drug design and therapeutic approach. OPEN RESEARCH EUROPE 2021; 1:77. [PMID: 37645153 PMCID: PMC10445946 DOI: 10.12688/openreseurope.13841.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/24/2021] [Indexed: 08/31/2023]
Abstract
Recent clinical cohort studies have highlighted that there is a three-fold greater SARS-Cov-2 infection risk in cancer patients, and overall mortality in individuals with tumours is increased by 41% with respect to general COVID-19 patients. Thus, access to therapeutics and intensive care is compromised for people with both diseases (comorbidity) and there is risk of delayed access to diagnosis. This comorbidity has resulted in extensive burden on the treatment of patients and health care system across the globe; moreover, mortality of hospitalized patients with comorbidity is reported to be 30% higher than for individuals affected by either disease. In this data-driven review, we aim specifically to address drug discoveries and clinical data of cancer management during the COVID-19 pandemic. The review will extensively address the treatment of COVID-19/cancer comorbidity; treatment protocols and new drug discoveries, including the description of drugs currently available in clinical settings; demographic features; and COVID-19 outcomes in cancer patients worldwide.
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Affiliation(s)
- Nanasaheb Thorat
- Nuffield Department of Women’s & Reproductive Health, John Radcliffe Hospital, University of Oxford, Oxford, OX3 9DU, UK
| | - Sabrina Pricl
- MolBNL@UniTS-DEA, University of Trieste, Piazzale Europa 1, Trieste, 34127, Italy
- Department of General Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, 90-136, Poland
| | - Abdul K. Parchur
- Radiation Oncology, Froedtert Hospital & Medical College of Wisconsin, Medical College of Wisconsin, Wisconsin, USA
| | - Sandeep B. Somvanshi
- School of Materials Engineering, Purdue University, West Stadium Avenue, West Lafayette, USA
| | - Qifei Li
- Division of Newborn Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Sachin Umrao
- Department of Therapeutic Radiology, Yale School of Medicine, Yale University, New Haven, USA
| | - Helen Townley
- Nuffield Department of Women’s & Reproductive Health, John Radcliffe Hospital, University of Oxford, Oxford, OX3 9DU, UK
- Department of Engineering Science, University of Oxford, Oxford, UK
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