An International Comparison of Presentation, Outcomes and CORONET Predictive Score Performance in Patients with Cancer Presenting with COVID-19 across Different Pandemic Waves.

CORONET COVID-19 Omicron cancer outcomes vaccination

Journal

Cancers
ISSN: 2072-6694
Titre abrégé: Cancers (Basel)
Pays: Switzerland
ID NLM: 101526829

Informations de publication

Date de publication:
16 08 2022
Historique:
received: 12 06 2022
revised: 04 08 2022
accepted: 08 08 2022
entrez: 26 8 2022
pubmed: 27 8 2022
medline: 27 8 2022
Statut: epublish

Résumé

Patients with cancer have been shown to have increased risk of COVID-19 severity. We previously built and validated the COVID-19 Risk in Oncology Evaluation Tool (CORONET) to predict the likely severity of COVID-19 in patients with active cancer who present to hospital. We assessed the differences in presentation and outcomes of patients with cancer and COVID-19, depending on the wave of the pandemic. We examined differences in features at presentation and outcomes in patients worldwide, depending on the waves of the pandemic: wave 1 D614G (n = 1430), wave 2 Alpha (n = 475), and wave 4 Omicron variant (n = 63, UK and Spain only). The performance of CORONET was evaluated on 258, 48, and 54 patients for each wave, respectively. We found that mortality rates were reduced in subsequent waves. The majority of patients were vaccinated in wave 4, and 94% were treated with steroids if they required oxygen. The stages of cancer and the median ages of patients significantly differed, but features associated with worse COVID-19 outcomes remained predictive and did not differ between waves. The CORONET tool performed well in all waves, with scores in an area under the curve (AUC) of >0.72. We concluded that patients with cancer who present to hospital with COVID-19 have similar features of severity, which remain discriminatory despite differences in variants and vaccination status. Survival improved following the first wave of the pandemic, which may be associated with vaccination and the increased steroid use in those patients requiring oxygen. The CORONET model demonstrated good performance, independent of the SARS-CoV-2 variants.

Identifiants

pubmed: 36010932
pii: cancers14163931
doi: 10.3390/cancers14163931
pmc: PMC9406013
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : The Christie Charity
ID : NA
Organisme : Ministry of Science and Higher Education of the Russian Federation
ID : 075-15-2020-926

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Auteurs

Oskar Wysocki (O)

Department of Computer Science, University of Manchester, Oxford Road, Manchester M13 9PL, UK.
Digital Experimental Cancer Medicine Team, Cancer Biomarker Centre, Cancer Research UK Manchester Institute, University of Manchester, Alderley Park, Macclesfield SK10 4TG, UK.

Cong Zhou (C)

Cancer Research UK Manchester Institute, Cancer Biomarker Centre, The University of Manchester, Al-derley Park, Macclesfield SK10 4TG, UK.

Jacobo Rogado (J)

Department of Medical Oncology, Hospital Universitario Infanta Leonor, Av. Gran Vía del Este, 80, 28031 Madrid, Spain.

Prerana Huddar (P)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

Rohan Shotton (R)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Ann Tivey (A)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Laurence Albiges (L)

Department of Medical Oncology, Gustave Roussy, 94805 Villejuif, France.

Angelos Angelakas (A)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

Dirk Arnold (D)

Department of Oncology, Haematology and Palliative Care, Asklepios Klinik Altona, Paul-Ehrlich-Str. 1, 22763 Hamburg, Germany.

Theingi Aung (T)

Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK.

Kathryn Banfill (K)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Mark Baxter (M)

Division of Molecular and Clinical Medicine, Ninewells School of Medicine, University of Dundee, Dundee DD2 1SY, UK.

Fabrice Barlesi (F)

Department of Medical Oncology, Gustave Roussy, 94805 Villejuif, France.
Multidisciplinary Oncology & Therapeutic Innovations Department, Aix Marseille University, CNRS, INSERM, CRCM, 13015 Marseille, France.

Arnaud Bayle (A)

Drug Development Department (DITEP), Gustave Roussy-Cancer Campus, 94805 Villejuif, France.
Oncostat (CESP U1018 INSERM), Labeled Ligue Contre le Cancer, University Paris-Saclay, 94805 Villejuif, France.

Benjamin Besse (B)

Drug Development Department (DITEP), Gustave Roussy-Cancer Campus, 94805 Villejuif, France.

Talvinder Bhogal (T)

Department of Medical Oncology, The Clatterbridge Cancer Centre NHS Foundation Trust, 65 Pembroke Place, Liverpool L7 8YA, UK.

Hayley Boyce (H)

Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK.

Fiona Britton (F)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

Antonio Calles (A)

Department of Medical Oncology, Hospital General Universitario Gregorio Marañón, Calle del Dr. Esquerdo, 46, 28007 Madrid, Spain.

Luis Castelo-Branco (L)

ESMO-CoCARE Steering Committee, European Society for Medical Oncology, Via Ginevra 4, 6900 Lugano, Switzerland.
NOVA National School of Public Health, Av. Padre Cruz, 1600-560 Lisboa, Portugal.
Department of Medical Oncology, University Hospital Center of Algarve, R. Leao Penedo, 8000-386 Faro, Portugal.

Ellen Copson (E)

Cancer Sciences Academic Unit, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton SO16 6YD, UK.

Adina Croitoru (A)

Medical Oncology Department, Fundeni Clinical Institute, 258, Fundeni Str., 022238 București, Romania.

Sourbha S Dani (SS)

Department of Cardiology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA.

Elena Dickens (E)

Oncology Department, University Hospitals of Leicester NHS Trust, Leicester LE1 5WW, UK.

Leonie Eastlake (L)

Department of Medical Oncology, University Hospitals Plymouth NHS Trust, Derriford Road, Plymouth PL6 8DH, Devon, UK.

Paul Fitzpatrick (P)

Digital Experimental Cancer Medicine Team, Cancer Biomarker Centre, Cancer Research UK Manchester Institute, University of Manchester, Alderley Park, Macclesfield SK10 4TG, UK.

Stephanie Foulon (S)

Oncostat (CESP U1018 INSERM), Labeled Ligue Contre le Cancer, University Paris-Saclay, 94805 Villejuif, France.
Biostatistics and Epidemiology Office, Gustave Roussy, University Paris-Saclay, 94805 Villejuif, France.

Henrik Frederiksen (H)

Department of Haematology, Odense University Hospital, 5000 Odense, Denmark.

Sarju Ganatra (S)

Department of Cardiology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA.

Spyridon Gennatas (S)

Department of Medical Oncology, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK.

Andreas Glenthøj (A)

Department of Haematology, Copenhagen University Hospital-Rigshospitalet, 2100 Copenhagen, Denmark.

Fabio Gomes (F)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

Donna M Graham (DM)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Christina Hague (C)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

Kevin Harrington (K)

Department of Medical Oncology, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK.
The Institute of Cancer Research NIHR Biomedical Research Centre, London SW3 6JB, UK.

Michelle Harrison (M)

Ninewells Hospital and Medical School, Dundee DD2 1SG, UK.

Laura Horsley (L)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

Richard Hoskins (R)

Research IT, University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Zoe Hudson (Z)

Bristol Haematology and Oncology Centre, University Hospitals Bristol NHS Foundation Trust, Bristol BS2 8ED, UK.

Lasse H Jakobsen (LH)

Department of Haematology, Clinical Cancer Research Center, Aalborg University Hospital, 9000 Aalborg, Denmark.

Nalinie Joharatnam-Hogan (N)

Department of Medical Oncology, University College London Hospitals NHS Foundation Trust, 235 Euston Road, London NW1 2BU, UK.
MRC Clinical Trials Unit, University College London, Gower St., London WC1E 6BT, UK.

Sam Khan (S)

Oncology Department, University Hospitals of Leicester NHS Trust, Leicester LE1 5WW, UK.

Umair T Khan (UT)

Department of Medical Oncology, The Clatterbridge Cancer Centre NHS Foundation Trust, 65 Pembroke Place, Liverpool L7 8YA, UK.
Institute of Systems, Molecular and Integrative Biology, The University of Liverpool, Liverpool L69 3BX, UK.

Khurum Khan (K)

Department of Medical Oncology, University College London Hospitals NHS Foundation Trust, 235 Euston Road, London NW1 2BU, UK.

Alexandra Lewis (A)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

Christophe Massard (C)

Drug Development Department (DITEP), Gustave Roussy-Cancer Campus, 94805 Villejuif, France.

Alec Maynard (A)

Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK.

Hayley McKenzie (H)

Cancer Sciences Academic Unit, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton SO16 6YD, UK.

Olivier Michielin (O)

Department of Oncology, Melanoma Clinic, Swiss Institute of Bioinformatics, Quartier Sorge-Batiment Amphipole, 1015 Lausanne, Switzerland.

Anne C Mosenthal (AC)

Department of Cardiology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA.

Berta Obispo (B)

Department of Medical Oncology, Hospital Universitario Infanta Leonor, Av. Gran Vía del Este, 80, 28031 Madrid, Spain.

Carlo Palmieri (C)

Department of Medical Oncology, The Clatterbridge Cancer Centre NHS Foundation Trust, 65 Pembroke Place, Liverpool L7 8YA, UK.
Institute of Systems, Molecular and Integrative Biology, The University of Liverpool, Liverpool L69 3BX, UK.

Rushin Patel (R)

Department of Cardiology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA.

George Pentheroudakis (G)

ESMO-CoCARE Steering Committee, European Society for Medical Oncology, Via Ginevra 4, 6900 Lugano, Switzerland.

Solange Peters (S)

ESMO-CoCARE Steering Committee, European Society for Medical Oncology, Via Ginevra 4, 6900 Lugano, Switzerland.
Medical Oncology, Centre Hospitalier Universitaire Vaudois, Rue du Bugnon 46, 1011 Lausanne, Switzerland.

Kimberly Rieger-Christ (K)

Department of Cardiology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA.

Timothy Robinson (T)

Bristol Haematology and Oncology Centre, University Hospitals Bristol NHS Foundation Trust, Bristol BS2 8ED, UK.
Population Health Sciences, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK.

Emanuela Romano (E)

Department of Oncology, Institut Curie, PSL Research University, Office 2A-5, 26, Rue d'Ulm, 75005 Paris, France.

Michael Rowe (M)

Sunrise Centre, Royal Cornwall Hospitals NHS Trust, Truro TR1 3LJ, Cornwall, UK.

Marina Sekacheva (M)

World-Class Research Center "Digital Biodesign and Personalized Healthcare", Sechenov First Moscow State Medical University, 119991 Moscow, Russia.

Roseleen Sheehan (R)

Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK.

Alexander Stockdale (A)

Tropical and Infectious Diseases Unit, Royal Liverpool University Hospital, 3Z Link, Prescot Street, Liverpool L7 8XP, UK.

Anne Thomas (A)

Oncology Department, University Hospitals of Leicester NHS Trust, Leicester LE1 5WW, UK.
Leicester Cancer Research Centre, The University of Leicester, University Road, Leicester LE1 7RH, UK.

Lance Turtle (L)

Tropical and Infectious Diseases Unit, Royal Liverpool University Hospital, 3Z Link, Prescot Street, Liverpool L7 8XP, UK.

David Viñal (D)

Department of Medical Oncology, Hospital Universitario La Paz, Paseo de la Castellana, 261, 28046 Madrid, Spain.

Jamie Weaver (J)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Sophie Williams (S)

Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK.

Caroline Wilson (C)

Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK.

Caroline Dive (C)

Cancer Research UK Manchester Institute, Cancer Biomarker Centre, The University of Manchester, Al-derley Park, Macclesfield SK10 4TG, UK.

Donal Landers (D)

Digital Experimental Cancer Medicine Team, Cancer Biomarker Centre, Cancer Research UK Manchester Institute, University of Manchester, Alderley Park, Macclesfield SK10 4TG, UK.

Timothy Cooksley (T)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.

André Freitas (A)

Department of Computer Science, University of Manchester, Oxford Road, Manchester M13 9PL, UK.
Digital Experimental Cancer Medicine Team, Cancer Biomarker Centre, Cancer Research UK Manchester Institute, University of Manchester, Alderley Park, Macclesfield SK10 4TG, UK.
Idiap Research Institute, 1920 Martigny, Switzerland.

Anne C Armstrong (AC)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Rebecca J Lee (RJ)

Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK.
Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.

Classifications MeSH