1
|
Miglietta F, Dieci MV, Giarratano T, Torri V, Giuliano M, Zustovich F, Mion M, Tondini CA, De Rossi C, Bria E, Franchi M, Merlini L, Giannatiempo R, Russo D, Fotia V, Poletti P, Caremoli ER, Arpino MG, De Salvo GL, Zambelli A, Guarneri V. Association of tumor-infiltrating lymphocytes with recurrence score in hormone receptor-positive/HER2-negative breast cancer: Analysis of four prospective studies. Eur J Cancer 2023; 195:113399. [PMID: 37950941 DOI: 10.1016/j.ejca.2023.113399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 10/16/2023] [Accepted: 10/18/2023] [Indexed: 11/13/2023]
Abstract
BACKGROUND The clinical value of tumor infiltrating lymphocytes (TILs) in hormone receptor-positive (HR+)/HER2- breast cancer (BC) may be unearthed by focusing on more biologically aggressive tumors. Here we deepen and describe the correlation between RS and TILs, proposing an immuno-genomic model for HR+ /HER2- BC. METHODS We enrolled T1-T3, N0-N1 BC patients with available RS® and TILs in the context of four multicenter, prospective studies. RS® and TILs were considered as continuous and categorical variables. RS® was categorized into: 0-10 (low risk), 11-25 (intermediate risk) and 26-100 (high risk); TILs were categorized into: low TILs (0-10%), intermediate TILs (11-59%) and high TILs (60-100%). RESULTS 811 patients were included. RS distribution was (n = 810): low risk 22.0%, intermediate risk 61.2%, high risk 16.8%. TIL distribution was (n = 455): low TILs 84.6%, intermediate TILs 13.6% and high TILs 1.8%. A significant, weak positive, linear correlation was found between continuous TILs and RS (Pearson coefficient=0.223, p < 0.001). When considering RS and TILs categories, tumors with intermediate/high TIL levels significantly enriched the high RS subgroup (p = 0.006). This was confirmed both within Luminal A and Luminal B cohorts. Among high-RS patients, 16.7% of Luminal A and 26.7% of Luminal B tumors had intermediate/high TILs. CONCLUSIONS We observed that RS® and TILs capture only slightly overlapping information on the biology of HR+ /HER2- tumor microenvironment. We demonstrated the feasibility of combining RS and TILs into a composite immuno-genomic model, which may serve the purpose of guiding and focalizing patient selection in the further development of immunotherapy strategies for Luminal-like disease.
Collapse
Affiliation(s)
- Federica Miglietta
- Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy; Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Italy
| | - Maria Vittoria Dieci
- Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy; Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Italy.
| | | | - Valter Torri
- Istituto Di Ricerche Farmacologiche Mario Negri - IRCCS, Milan, Italy
| | - Mario Giuliano
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | | | - Marta Mion
- UOC Oncologia, Camposampiero-Cittadella, AULSS6 Camposampiero, Italy
| | | | - Costanza De Rossi
- Medical Oncology Department, ULSS 3 Serenissima, Angel Hospital (Ospedale Dell'Angelo), Mestre and SS Giovanni e Paolo General Hospital, Venezia, Italy
| | - Emilio Bria
- Medical Oncology, Università Cattolica del Sacro Cuore, Rome, Italy; Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS Rome, Italy
| | - Michela Franchi
- Oncology, FROM Fondazione per la Ricerca Ospedale Maggiore, Bergamo, Italy
| | - Laura Merlini
- UOC Oncologia Ospedali Riuniti Padova Sud, Padova, Italy
| | - Rosa Giannatiempo
- UOD di Anatomia Patologica, Ospedale Evangelico Betania, Napoli, Italy
| | - Daniela Russo
- Unit of Pathology, Department of Advanced Biomedical Sciences, University of Naples Federico II, Napoli, Italy
| | - Vittoria Fotia
- Medical Oncology Department, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Paola Poletti
- Medical Oncology Department, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | - Maria Grazia Arpino
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | - Gian Luca De Salvo
- Unità di ricerca clinica, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy
| | - Alberto Zambelli
- Medical Oncology Unit, Humanitas Cancer Center - IRCCS, Rozzano, Milano, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (Milano), Italy
| | - Valentina Guarneri
- Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy; Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Italy
| |
Collapse
|
2
|
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: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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.
Collapse
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
| |
Collapse
|
3
|
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] [What about the content of this article? (0)] [Affiliation(s)] [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.
Collapse
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
| |
Collapse
|
4
|
Garrigós L, Saura C, Martinez-Vila C, Zambelli A, Bower M, Pistilli B, Lambertini M, Ottaviani D, Diamantis N, Lumsden A, Pernas S, Generali D, Seguí E, Viñas G, Felip E, Sanchez A, Rizzo G, Santoro A, Cortellini A, Perone Y, Chester J, Iglesias M, Betti M, Vincenzi B, Libertini M, Mazzoni F, Zoratto F, Berardi R, Guida A, Wuerstlein R, Loizidou A, Sharkey R, Aguilar Company J, Matas M, Saggia C, Chiudinelli L, Colomba-Blameble E, Galazi M, Mukherjee U, Van Hemelrijck M, Marin M, Strina C, Prat A, Pla H, Ciruelos EM, Bertuzzi A, del Mastro L, Porzio G, Newsom-Davis T, Ruiz I, Delany MB, Krengli M, Fotia V, Viansone A, Chopra N, Romeo M, Salazar R, Perez I, d’Avanzo F, Franchi M, Milani M, Pommeret F, Tucci M, Pedrazzoli P, Harbeck N, Ferrante D, Pinato DJ, Gennari A. COVID-19 in breast cancer patients: a subanalysis of the OnCovid registry. Ther Adv Med Oncol 2021; 13:17588359211053416. [PMID: 34777582 PMCID: PMC8573484 DOI: 10.1177/17588359211053416] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 09/22/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Cancer patients are at higher risk of COVID-19 complications and mortality than the rest of the population. Breast cancer patients seem to have better prognosis when infected by SARS-CoV-2 than other cancer patients. METHODS We report a subanalysis of the OnCovid study providing more detailed information in the breast cancer population. RESULTS We included 495 breast cancer patients with a SARS-CoV-2 infection. Mean age was 62.6 years; 31.5% presented more than one comorbidity. The most frequent breast cancer subtype was luminal-like (n = 245, 49.5%) and 177 (35.8%) had metastatic disease. A total of 332 (67.1%) patients were receiving active treatment, with radical intent in 232 (47.6%) of them. Hospitalization rate was 58.2% and all-cause mortality rate was 20.3%. One hundred twenty-nine (26.1%) patients developed one COVID-19 complication, being acute respiratory failure the most common (n = 74, 15.0%). In the multivariable analysis, age older than 70 years, presence of COVID-19 complications, and metastatic disease were factors correlated with worse outcomes, while ongoing anticancer therapy at time of COVID-19 diagnosis appeared to be a protective factor. No particular oncological treatment was related to higher risk of complications. In the context of SARS-CoV-2 infection, 73 (18.3%) patients had some kind of modification on their oncologic treatment. At the first oncological reassessment (median time: 46.9 days ± 36.7), 255 (51.6%) patients reported to be fully recovered from the infection. There were 39 patients (7.9%) with long-term SARS-CoV-2-related complications. CONCLUSION In the context of COVID-19, our data confirm that breast cancer patients appear to have lower complications and mortality rate than expected in other cancer populations. Most breast cancer patients can be safely treated for their neoplasm during SARS-CoV-2 pandemic. Oncological treatment has no impact on the risk of SARS-CoV-2 complications, and, especially in the curative setting, the treatment should be modified as little as possible.
Collapse
Affiliation(s)
- Laia Garrigós
- Department of Medical Oncology, Vall d’Hebron University Hospital and Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Cristina Saura
- Head Breast Cancer Unit, Vall d’Hebron University Hospital and Principal Investigator Breast Group, Vall d’Hebron Institute of Oncology (VHIO), Passeig Vall d’Hebrón 119-129, 08035 Barcelona, Spain
| | | | | | - Mark Bower
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Barbara Pistilli
- Department of Medical Oncology, Institute Gustave-Roussy, Villejuif, France
| | - Matteo Lambertini
- Department of Medical Oncology, UOC Clinica di Oncologia Medica, IRCCS Policlinico San Martino Hospital, Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa, Italy
| | - Diego Ottaviani
- Cancer Division, University College London Hospitals, London, UK
| | | | - Ailsa Lumsden
- Translational Oncology & Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London, UK
| | - Sonia Pernas
- Department of Medical Oncology, Catalan Institute of Oncology, L’Hospitalet, Spain
- Oncobell Program (IDIBELL), CIBERONC, Hospitalet de Llobregat, Barcelona, Spain
| | - Daniele Generali
- Multidisciplinary Breast Pathology and Translational Research Unit, ASST Cremona, Casalmaggiore, Italy
| | - Elia Seguí
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | - Gemma Viñas
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Eudald Felip
- Department of Medical Oncology, Catalan Institute of Oncology, Badalona, Spain
| | - Ana Sanchez
- Department Medical Oncology, Hospital XII de Octubre, Madrid, Spain
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, University of Pavia, Pavia, Italy
| | - Armando Santoro
- IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alessio Cortellini
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, L’Aquila, Italy
- Division of Surgery and Cancer, Hammersmith Hospital, Imperial College London, London, UK
| | - Ylenia Perone
- Medical Oncology, Velindre Cancer Centre, Cardiff, UK
| | - John Chester
- Medical Oncology, Velindre Cancer Centre, Cardiff, UK
| | - Maria Iglesias
- Department of Oncology, Hospital Universitario Son Llatzer, Palma de Mallorca, Spain
| | - Marta Betti
- Research Infrastructure, Research and Innovation Department, Azienda Ospedaliera “SS Antonio e Biagio e Cesare Arrigo”, Alessandria, Italy
| | - Bruno Vincenzi
- Department of Oncology, University “Campus Bio-Medico”, Rome, Italy
| | - Michela Libertini
- Medical Oncology Unit, Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy
| | - Francesca Mazzoni
- Department of Oncology, Careggi University Hospital, Florence, Italy
| | | | - Rossana Berardi
- Oncology Clinic, Università Politecnica Delle Marche, Ospedali Riuniti Di Ancona, Ancona, Italy
| | - Annalisa Guida
- Struttura Complessa di Oncologia Medica e Traslazionale, Azienda Ospedaliera Santa Maria di Terni, Italy
| | - Rachel Wuerstlein
- Department of Gynecology and Obstetrics, Breast Center and Gynecological Cancer Center and CCC Munich, University Hospital Munich, Munich, Germany
| | - Angela Loizidou
- Department of Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Belgium
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Juan Aguilar Company
- Department of Medical Oncology, Vall d’Hebron University Hospital and Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Department of Infectious Diseases, Vall d’Hebron University Hospital, Barcelona, Spain
| | - Marta Matas
- Department of Oncology, Hospital Althaia Manresa, Barcelona, Spain
| | - Chiara Saggia
- Department of Translational Medicine, University of Piemonte Orientale, Azienda Ospedaliero-Universitaria Maggiore della Carità, Novara, Italy
| | | | | | - Myria Galazi
- Cancer Division, University College London Hospitals, London, UK
| | - Uma Mukherjee
- Medical Oncology, Barts Health NHS Trust, London, UK
| | - Mieke Van Hemelrijck
- Translational Oncology & Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King’s College London, London, UK
| | - Mar Marin
- Department of Medical Oncology, Catalan Institute of Oncology, L’Hospitalet (Barcelona), Spain
| | - Carla Strina
- Multidisciplinary Breast Pathology and Translational Research Unit, ASST Cremona, Casalmaggiore, Italy
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
- Translational Genomics and Targeted therapies Group, IDIBAPS, Barcelona, Spain
| | - Helena Pla
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | | | - Alexia Bertuzzi
- IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Lucia del Mastro
- Breast Unit, IRCCS Policlinico San Martino Hospital, Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa, Italy
| | | | - Thomas Newsom-Davis
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Isabel Ruiz
- Department of Infectious Diseases, Vall d’Hebron University Hospital, Barcelona, Spain
| | | | - Marco Krengli
- Division of Radiotherapy, Department of Translational Medicine, University of Eastern Piedmont and Hospital “Maggiore della Carità”, Novara, Italy
| | | | | | - Neha Chopra
- Cancer Division, University College London Hospitals, London, UK
| | - Margarita Romeo
- Department of Medical Oncology, Catalan Institute of Oncology, Badalona, Spain
| | - Ramon Salazar
- Department of Medical Oncology, Catalan Institute of Oncology, L’Hospitalet (Barcelona), Spain
- Oncobell Program (IDIBELL), CIBERONC. Hospitalet de Llobregat, Spain
| | - Ignacio Perez
- Department of Oncology, Hospital Althaia Manresa, Barcelona, Spain
| | - Francesca d’Avanzo
- Department of Translational Medicine, University of Piemonte Orientale, Azienda Ospedaliero-Universitaria Maggiore della Carità, Novara, Italy
| | | | - Manuela Milani
- Multidisciplinary Breast Pathology and Translational Research Unit, ASST Cremona, Casalmaggiore, Italy
| | - Fanny Pommeret
- Department of Medical Oncology, Institute Gustave-Roussy, Villejuif, France
| | - Marco Tucci
- Department of Biomedical Sciences and Human Oncology, University of Bari Aldo Moro, Bari, Italy
| | - Paolo Pedrazzoli
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, University of Pavia, Pavia, Italy
| | - Nadia Harbeck
- Department of Gynecology and Obstetrics, Breast Center and Gynecological Cancer Center and CCC Munich, University Hospital Munich, Munich, Germany
| | - Daniela Ferrante
- Department of Translational Medicine, Unit of Medical Statistics, University of Piemonte Orientale and Cancer Epidemiology, CPO Piemonte, Novara, Italy
| | - David J. Pinato
- Division of Surgery and Cancer, Hammersmith Hospital, Imperial College London, London, UK
- Department of Translational Medicine, University of Piemonte Orientale, Azienda Ospedaliero-Universitaria Maggiore della Carità, Novara, Italy
| | - Alessandra Gennari
- Department of Translational Medicine, University of Piemonte Orientale, Azienda Ospedaliero-Universitaria Maggiore della Carità, Novara, Italy
- Department of Surgery and Cancer, Imperial College London, London, UK
| |
Collapse
|
5
|
Dettorre GM, Dolly S, Loizidou A, Chester J, Jackson A, Mukherjee U, Zambelli A, Aguilar-Company J, Bower M, Sng CC, Salazar R, Bertuzzi A, Brunet J, Mesia R, Sita-Lumsden A, Seguí E, Biello F, Generali D, Grisanti S, Seeva P, Rizzo G, Libertini M, Maconi A, Moss C, Tabernero J, Russell B, Harbeck N, Vincenzi B, Bertulli R, Ottaviani D, Liñan R, Marrari A, Carmona-García MC, Chopra N, Tondini C, Mirallas O, Tovazzi V, Fotia V, Cruz CA, Saoudi-Gonzalez N, Felip E, Roqué A, Lee AJ, Newsom-Davis T, Patriarca A, Rimassa L, Santoro A, Gennari A, Diamantis N, Pinato DJ. Abstract 701: The acute phase response identifies cancer patients with adverse outcomes from SARS-CoV-2 infection as quantified by the OnCovid Inflammatory Score. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background. Systemic inflammation is a pathogenic mechanism shared by infection and cancer. Mortality from Covid-19 is strongly linked to systemic cytokine excess. We investigated systemic inflammation as a driver of Covid-19 severity in patients with Covid-19 and cancer.
Methods. Between 27/02 and 23/06/2020, OnCovid retrospectively accrued 1,318 consecutive European cancer patients with Covid-19. Patients with myeloma, leukemia, or insufficient data were excluded. The neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), prognostic nutritional index (PNI), modified Glasgow prognostic score (mGPS), and prognostic index (PI) were evaluated for their prognostic potential, with the NLR, PLR, and PNI risk stratifications dichotomized around median values, and the pre-established risk categorizations from literature utilized for the mGPS and PI.
Results. 1,071 eligible patients were randomly assorted into a training set (TS, n=529) and validation set (VS, n=542) matched for age (67.9±13.3 TS, 68.5±13.5 VS), presence of >1 comorbidity (52.1% TS, 49.8% VS), development of >1 Covid-19 complication (27% TS, 25.9% VS), and active malignancy at Covid-19 diagnosis (66.7% TS, 61.6% VS). Among all 1,071 patients, deceased patients tended to categorize into poor risk groups for the NLR, PNI, mGPS, and PI (P<0.0001). Recovered patients fully normalised NLR, PNI, and mGPS to pre-Covid-19 diagnosis levels (P<0.01). In the TS, higher mortality rates were associated with NLR>6 (44.6% vs 28%, P<0.0001), PNI<40 (46.6% vs 20.9%, P<0.0001), mGPS (50.6% for mGPS2 vs 30.4% and 11.4% for mGPS1 and 0, P<0.0001), and PI (50% for PI2 vs 40% for PI1 and 9.1% for PI0, P<0.0001). Findings were confirmed in the VS (P<0.001 for all comparisons). Patients in poor risk categories had shorter median overall survival [OS] (NLR>6 30 days 95%CI 1-63, PNI<40 23 days 95%CI 10-35, mGPS2 20 days 95%CI 8-32, PI2 23 days 95%CI 1-56) compared to patients in good risk categories, for whom median OS was not reached (P<0.001 for all comparisons). The PLR was not associated with survival. Analyses of survival in the VS confirmed the NLR (P<0.0001), PNI (P<0.0001), PI (P<0.01), and mGPS (P<0.001) as predictors of survival. In a multivariable Cox regression model including all inflammatory indices, the PNI was the only independent predictor in both TS and VS analysis (TS hazard ratio [HR] 1.97, 95%CI 1.19-3.26, P=0.008; VS HR 2.48, 95%CI 1.47-4.20, P=0.001). Estimates were adjusted for sex, age, comorbid burden, active malignancy, and receipt of anti-cancer therapy within 4 weeks of Covid-19 diagnosis.
Conclusion. Systemic inflammation drives mortality from Covid-19. Hypoalbuminemia and lymphocytopenia as measured by the PNI are the most accurate predictors of outcome and enable repurposing of the PNI as the OnCovid Inflammatory Score (OIS) as a readily available biomarker of severity.
Citation Format: Gino M. Dettorre, Saoirse Dolly, Angela Loizidou, John Chester, Amanda Jackson, Uma Mukherjee, Alberto Zambelli, Juan Aguilar-Company, Mark Bower, Christopher C. Sng, Ramon Salazar, Alexia Bertuzzi, Joan Brunet, Ricard Mesia, Ailsa Sita-Lumsden, Elia Seguí, Federica Biello, Daniele Generali, Salvatore Grisanti, Pavetha Seeva, Gianpiero Rizzo, Michela Libertini, Antonio Maconi, Charlotte Moss, Josep Tabernero, Beth Russell, Nadia Harbeck, Bruno Vincenzi, Rossella Bertulli, Diego Ottaviani, Raquel Liñan, Andrea Marrari, M. Carmen Carmona-García, Neha Chopra, Carlo Tondini, Oriol Mirallas, Valeria Tovazzi, Vittoria Fotia, Claudia Andrea Cruz, Nadia Saoudi-Gonzalez, Eudald Felip, Ariadna Roqué, Alvin J. Lee, Thomas Newsom-Davis, Andrea Patriarca, Lorenza Rimassa, Armando Santoro, Alessandra Gennari, Nikolaos Diamantis, David J. Pinato. The acute phase response identifies cancer patients with adverse outcomes from SARS-CoV-2 infection as quantified by the OnCovid Inflammatory Score [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 701.
Collapse
Affiliation(s)
| | | | | | - John Chester
- 4Cardiff University School of Medicine, Cardiff, United Kingdom
| | | | | | | | - Juan Aguilar-Company
- 8Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Mark Bower
- 9Chelsea and Westminster Hospital, London, United Kingdom
| | | | - Ramon Salazar
- 11ICO L'Hospitalet, Oncobell Program (IDIBELL), and CIBERONC, L'Hospitalet de Llobregat, Spain
| | - Alexia Bertuzzi
- 12Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | - Joan Brunet
- 13Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Ricard Mesia
- 14Catalan Institute of Oncology, Badalona, Spain
| | - Ailsa Sita-Lumsden
- 15Guy's and St Thomas' NHS Foundation Trust (GSTT), London, United Kingdom
| | - Elia Seguí
- 16Hospital Clínic de Barcelona, Barcelona, Spain
| | - Federica Biello
- 17University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | | | | | - Pavetha Seeva
- 15Guy's and St Thomas' NHS Foundation Trust (GSTT), London, United Kingdom
| | | | | | - Antonio Maconi
- 22Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Charlotte Moss
- 23School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | - Josep Tabernero
- 24Vall d'Hebron University Hospital and Institute of Oncology (VHIO), IOB-Quiron, and UVic-UCC, Barcelona, Spain
| | - Beth Russell
- 23School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | - Nadia Harbeck
- 25Breast Center and Gynecological Cancer Center and CCC Munich, University Hospital Munich, Munich, Germany
| | - Bruno Vincenzi
- 26Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | | | - Diego Ottaviani
- 10University College London Hospitals, London, United Kingdom
| | - Raquel Liñan
- 13Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Andrea Marrari
- 12Humanitas Clinical and Research Center-IRCCS, Rozzano, Milan, Italy
| | | | - Neha Chopra
- 10University College London Hospitals, London, United Kingdom
| | | | - Oriol Mirallas
- 8Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | | | - Nadia Saoudi-Gonzalez
- 8Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Eudald Felip
- 14Catalan Institute of Oncology, Badalona, Spain
| | - Ariadna Roqué
- 13Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Alvin J. Lee
- 10University College London Hospitals, London, United Kingdom
| | | | - Andrea Patriarca
- 17University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Lorenza Rimassa
- 28Humanitas Clinical and Research Center-IRCCS and Humanitas University, Rozzano and Pieve Emanuele, Milan, Italy
| | - Armando Santoro
- 28Humanitas Clinical and Research Center-IRCCS and Humanitas University, Rozzano and Pieve Emanuele, Milan, Italy
| | - Alessandra Gennari
- 17University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | | | | |
Collapse
|
6
|
Pinato DJ, Scotti L, Gennari A, Colomba-Blameble E, Dolly S, Loizidou A, Chester J, Mukherjee U, Zambelli A, Aguilar-Company J, Bower M, Galazi M, Salazar R, Bertuzzi A, Brunet J, Mesia R, Sita-Lumsden A, Colomba J, Pommeret F, Seguí E, Biello F, Generali D, Grisanti S, Rizzo G, Libertini M, Moss C, Evans JS, Russell B, Wuerstlein R, Vincenzi B, Bertulli R, Ottaviani D, Liñan R, Marrari A, Carmona-García MC, Sng CCT, Tondini C, Mirallas O, Tovazzi V, Fotia V, Cruz CA, Saoudi-Gonzalez N, Felip E, R Lloveras A, Lee AJX, Newsom-Davis T, Sharkey R, Chung C, García-Illescas D, Reyes R, Sophia Wong YN, Ferrante D, Marco-Hernández J, Ruiz-Camps I, Gaidano G, Patriarca A, Sureda A, Martinez-Vila C, Sanchez de Torre A, Rimassa L, Chiudinelli L, Franchi M, Krengli M, Santoro A, Prat A, Tabernero J, V Hemelrijck M, Diamantis N, Cortellini A. Determinants of enhanced vulnerability to coronavirus disease 2019 in UK patients with cancer: a European study. Eur J Cancer 2021; 150:190-202. [PMID: 33932726 PMCID: PMC8023206 DOI: 10.1016/j.ejca.2021.03.035] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 03/14/2021] [Accepted: 03/16/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Despite high contagiousness and rapid spread, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has led to heterogeneous outcomes across affected nations. Within Europe (EU), the United Kingdom (UK) is the most severely affected country, with a death toll in excess of 100,000 as of January 2021. We aimed to compare the national impact of coronavirus disease 2019 (COVID-19) on the risk of death in UK patients with cancer versus those in continental EU. METHODS We performed a retrospective analysis of the OnCovid study database, a European registry of patients with cancer consecutively diagnosed with COVID-19 in 27 centres from 27th February to 10th September 2020. We analysed case fatality rates and risk of death at 30 days and 6 months stratified by region of origin (UK versus EU). We compared patient characteristics at baseline including oncological and COVID-19-specific therapy across UK and EU cohorts and evaluated the association of these factors with the risk of adverse outcomes in multivariable Cox regression models. FINDINGS Compared with EU (n = 924), UK patients (n = 468) were characterised by higher case fatality rates (40.38% versus 26.5%, p < 0.0001) and higher risk of death at 30 days (hazard ratio [HR], 1.64 [95% confidence interval {CI}, 1.36-1.99]) and 6 months after COVID-19 diagnosis (47.64% versus 33.33%; p < 0.0001; HR, 1.59 [95% CI, 1.33-1.88]). UK patients were more often men, were of older age and have more comorbidities than EU counterparts (p < 0.01). Receipt of anticancer therapy was lower in UK than in EU patients (p < 0.001). Despite equal proportions of complicated COVID-19, rates of intensive care admission and use of mechanical ventilation, UK patients with cancer were less likely to receive anti-COVID-19 therapies including corticosteroids, antivirals and interleukin-6 antagonists (p < 0.0001). Multivariable analyses adjusted for imbalanced prognostic factors confirmed the UK cohort to be characterised by worse risk of death at 30 days and 6 months, independent of the patient's age, gender, tumour stage and status; number of comorbidities; COVID-19 severity and receipt of anticancer and anti-COVID-19 therapy. Rates of permanent cessation of anticancer therapy after COVID-19 were similar in the UK and EU cohorts. INTERPRETATION UK patients with cancer have been more severely impacted by the unfolding of the COVID-19 pandemic despite societal risk mitigation factors and rapid deferral of anticancer therapy. The increased frailty of UK patients with cancer highlights high-risk groups that should be prioritised for anti-SARS-CoV-2 vaccination. Continued evaluation of long-term outcomes is warranted.
Collapse
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.
| | - Lorenza Scotti
- Unit of Cancer Epidemiology, Department of Translational Medicine, CPO-Piemonte, University of Piemonte Orientale, Novara, Italy
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Emeline Colomba-Blameble
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, 114 Rue Edouard Vaillant, 94800, Villejuif, France
| | - Saoirse Dolly
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), 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
| | | | - 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
| | - Myria Galazi
- Cancer Division, University College London Hospitals, London, UK
| | - Ramon Salazar
- Department of Medical Oncology, ICO L'Hospitalet, Oncobell Program (IDIBELL), CIBERONC, Hospitalet de Llobregat, Spain
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089, Milan, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Ricard Mesia
- Department of Medical Oncology, Catalan Institute of Oncology, Badalona, Spain
| | - Ailsa Sita-Lumsden
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), London, UK
| | - Johann Colomba
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, 114 Rue Edouard Vaillant, 94800, Villejuif, France
| | - Fanny Pommeret
- Department of Cancer Medicine, Institut Gustave Roussy, University of Paris Saclay, 114 Rue Edouard Vaillant, 94800, Villejuif, France
| | - 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
| | - Daniele Generali
- Multidisciplinary Breast Pathology and Translational Research Unit, ASST Cremona, Italy; Department of Medical, Surgical and Health Sciences, University of Trieste, 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 (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Joanne S Evans
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Beth Russell
- Translational Oncology and Urology Research (TOUR), School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Rachel Wuerstlein
- 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
| | - Rossella Bertulli
- Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Diego Ottaviani
- Cancer Division, University College London Hospitals, London, UK
| | - Raquel Liñan
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Andrea Marrari
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089, Milan, Italy
| | - M C Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | | | - Carlo Tondini
- Oncology Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Oriol Mirallas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | - Claudia A Cruz
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | - Nadia Saoudi-Gonzalez
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Eudald Felip
- Department of Medical Oncology, Catalan Institute of Oncology, Badalona, Spain
| | - Ariadna R Lloveras
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Alvin J X Lee
- 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
| | - Rachel Sharkey
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - Chris Chung
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - David García-Illescas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Roxana Reyes
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | | | - Daniela Ferrante
- Unit of Cancer Epidemiology, Department of Translational Medicine, CPO-Piemonte, 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
| | - Anna Sureda
- Haematology Department, ICO Hospitalet, Hospitalet de Llobregat, IDIBELL, Universitat de Barcelona, Barcelona, Spain
| | | | | | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 20090 Pieve Emanuele, Milan, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089, Milan, Italy
| | | | | | - Marco Krengli
- Division of Radiotherapy, Department of Translational Medicine, University of Piemonte Orientale and Azienda Ospedaliera Maggiore Della Carita, Novara, Italy
| | - Armando Santoro
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 20090 Pieve Emanuele, Milan, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089, Milan, Italy
| | - Aleix Prat
- Department of Medical Oncology, Catalan Institute of Oncology, Badalona, 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
| | - Mieke V 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
| | | | - Alessio Cortellini
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, Via Vetoio, 67100, L'Aquila, Italy.
| |
Collapse
|
7
|
Zambelli A, Chiudinelli L, Fotia V, Negrini G, Bosetti T, Callegaro A, Di Croce A, Caremoli ER, Moro C, Milesi L, Poletti P, Tasca C, Mandalà M, Merelli B, Mosconi S, Arnoldi E, Bettini A, Bonomi L, Messina C, Ghilardi L, Chirco A, Maracino M, Tondini C. Prevalence and Clinical Impact of SARS-CoV-2 Silent Carriers Among Actively Treated Patients with Cancer During the COVID-19 Pandemic. Oncologist 2021; 26:341-347. [PMID: 33355953 PMCID: PMC8018331 DOI: 10.1002/onco.13654] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 12/09/2020] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION In Europe, the SARS-CoV-2 pandemic had its first epicenter in Italy. Despite a significant mortality rate, the severity of most cases of COVID-19 infection ranges from asymptomatic to mildly symptomatic, and silent infection affects a still-unknown proportion of the general population. No information is available on the prevalence and clinical impact of SARS-CoV-2 silent infection among patients with cancer receiving anticancer treatment during the pandemic. MATERIALS AND METHODS From April 1, 2020, to the end of the same month, 560 consecutive patients with cancer, asymptomatic for COVID-19 and on anticancer treatment at Papa Giovanni XXIII Hospital in Bergamo, were evaluated and tested for SARS-CoV-2. We implemented a two-step diagnostics, including the rapid serological immunoassay for anti-SARS-CoV-2 immunoglobulin (Ig) G/IgM and the nasopharyngeal swab reverse transcriptase-polymerase chain reaction (RT-PCR) test in case of seropositivity to identify SARS-CoV-2 silent carriers. RESULTS In 560 patients, 172 (31%) resulted positive for anti-SARS-CoV-2 IgM/IgG antibodies, regardless of different type of cancer, stage, and treatment. The Ig-seropositive patients were then tested with RT-PCR nasopharyngeal swabs, and 38% proved to be SARS-CoV-2 silent carriers. At an early follow-up, in the 97 SARS-CoV-2-seropositive/RT-PCR-negative patients who continued their anticancer therapies, only one developed symptomatic COVID-19 illness. CONCLUSION Among patients with cancer, the two-step diagnostics is feasible and effective for SARS-CoV-2 silent carriers detection and might support optimal cancer treatment strategies at both the individual and the population level. The early safety profile of the different anticancer therapies, in patients previously exposed to SARS-CoV-2, supports the recommendation to continue the active treatment, at least in cases of RT-PCR-negative patients. IMPLICATIONS FOR PRACTICE This is the first study evaluating the prevalence and clinical impact of SARS-CoV-2 silent infection in actively treated patients with cancer, during the epidemic peak in one of the worst areas of the COVID-19 pandemic. Lacking national and international recommendations for the detection of asymptomatic SARS-CoV-2 infection, a pragmatic and effective two-step diagnostics was implemented to ascertain SARS-CoV-2 silent carriers. In this series, consisting of consecutive and unselected patients with cancer, the prevalence of both SARS-CoV-2-seropositive patients and silent carriers is substantial (31% and 10%, respectively). The early safety profile of the different anticancer therapies, in patients previously exposed to SARS-CoV-2, supports the recommendation to continue the active treatment, at least in case of RT-PCR-negative patients.
Collapse
Affiliation(s)
- Alberto Zambelli
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Lorenzo Chiudinelli
- Department of Electrical, Computer and Biomedical Engineering, University of Pavia, LombardyItaly
| | - Vittoria Fotia
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Giorgia Negrini
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Tommaso Bosetti
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | | | - Andrea Di Croce
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | | | - Cecilia Moro
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Laura Milesi
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Paola Poletti
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Cristina Tasca
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Mario Mandalà
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Barbara Merelli
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Stefania Mosconi
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | | | - Anna Bettini
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Lucia Bonomi
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Caterina Messina
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | | | | | - Michela Maracino
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| | - Carlo Tondini
- Department of Medical Oncology, Ospedale Papa Giovanni XXIIIBergamoItaly
| |
Collapse
|
8
|
Dettorre GM, Dolly S, Loizidou A, Chester J, Jackson A, Mukherjee U, Zambelli A, Aguilar-Company J, Bower M, Sng CCT, Salazar R, Bertuzzi A, Brunet J, Mesia R, Sita-Lumsden A, Seguí E, Biello F, Generali D, Grisanti S, Seeva P, Rizzo G, Libertini M, Maconi A, Moss C, Russell B, Tabernero J, Harbeck N, Vincenzi B, Bertulli R, Ottaviani D, Marrari A, Carmona-García MC, Chopra N, Tondini C, Mirallas O, Tovazzi V, Fotia V, Cruz CA, Saoudi-Gonzalez N, Felip E, Scotti L, Lee AJX, Newsom-Davis T, Patriarca A, Rimassa L, Santoro A, Gennari A, Van Hemelrijck M, Diamantis N, Pinato DJ. Abstract S01-03: The acute phase response identifies cancer patients with adverse outcomes from SARS-CoV-2 infection as quantified by the OnCovid Inflammatory Score. Clin Cancer Res 2021. [DOI: 10.1158/1557-3265.covid-19-21-s01-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
We sought to determine parameters of the acute phase response, a feature of innate immunity activated by infectious noxae and cancer, deranged by Covid-19 and establish oncological indices’ prognostic potential for patients with concomitant cancer and Covid-19. Between 27/02 and 23/06/2020, OnCovid retrospectively accrued 1,318 consecutive referrals of patients with cancer and Covid-19 aged 18 from the U.K., Spain, Italy, Belgium, and Germany. Patients with myeloma, leukemia, or insufficient data were excluded. The neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), prognostic nutritional index (PNI), modified Glasgow prognostic score (mGPS), and prognostic index (PI) were evaluated for their prognostic potential, with the NLR, PLR, and PNI risk stratifications dichotomized around median values and the pre-established risk categorizations from literature utilized for the mGPS and PI. 1,071 eligible patients were randomly assorted into a training set (TS, n=529) and validation set (VS, n=542) matched for age (67.9±13.3 TS, 68.5±13.5 VS), presence of 1 comorbidity (52.1% TS, 49.8% VS), development of 1 Covid-19 complication (27% TS, 25.9% VS), and active malignancy at Covid-19 diagnosis (66.7% TS, 61.6% VS). Among all 1,071 patients, deceased patients tended to categorize into poor risk groups for the NLR, PNI, mGPS, and PI (P<0.0001) with a return to pre-Covid-19 diagnosis NLR, PNI, and mGPS categorizations following recovery (P<0.01). In the TS, higher mortality rates were associated with NLR>6 (44.6% vs 28%, P<0.0001), PNI<40 (46.6% vs 20.9%, P<0.0001), mGPS (50.6% for mGPS2 vs 30.4% and 11.4% for mGPS1 and 0, P<0.0001), and PI (50% for PI2 vs 40% for PI1 and 9.1% for PI0, P<0.0001). Findings were confirmed in the VS (P<0.001 for all comparisons). Patients in poor risk categories had shorter median overall survival [OS], (NLR>6 30 days 95%CI 1-63, PNI<40 23 days 95%CI 10-35, mGPS2 20 days 95%CI 8-32, PI2 23 days 95%CI 1-56) compared to patients in good risk categories, for whom median OS was not reached (P<0.001 for all comparisons). The PLR was not associated with survival. Analyses of survival in the VS confirmed the NLR (P<0.0001), PNI (P<0.0001), PI (P<0.01), and mGPS (P<0.001) as predictors of survival. In a multivariable Cox regression model including all inflammatory indices and pre-established prognostic factors for severe Covid-19 including sex, age, comorbid burden, malignancy status, and receipt of anti-cancer therapy at Covid-19 diagnosis, the PNI was the only factor to emerge with a significant hazard ratio [HR] in both TS and VS analysis (TS HR 1.97, 95%CI 1.19-3.26, P=0.008; VS HR 2.48, 95%CI 1.47-4.20, P=0.001). We conclude that systemic inflammation drives mortality from Covid-19 through hypoalbuminemia and lymphocytopenia as measured by the PNI and propose the PNI as the OnCovid Inflammatory Score (OIS) in this context.
Citation Format: Gino M. Dettorre, Saoirse Dolly, Angela Loizidou, John Chester, Amanda Jackson, Uma Mukherjee, Alberto Zambelli, Juan Aguilar-Company, Mark Bower, Christopher C. T. Sng, Ramon Salazar, Alexia Bertuzzi, Joan Brunet, Ricard Mesia, Ailsa Sita-Lumsden, Elia Seguí, Federica Biello, Daniele Generali, Salvatore Grisanti, Pavetha Seeva, Gianpiero Rizzo, Michela Libertini, Antonio Maconi, Charlotte Moss, Beth Russell, Josep Tabernero, Nadia Harbeck, Bruno Vincenzi, Rossella Bertulli, Diego Ottaviani, Andrea Marrari, M. Carmen Carmona-García, Neha Chopra, Carlo Tondini, Oriol Mirallas, Valeria Tovazzi, Vittoria Fotia, Claudia A. Cruz, Nadia Saoudi-Gonzalez, Eudald Felip, Lorenza Scotti, Alvin J. X. Lee, Thomas Newsom-Davis, Andrea Patriarca, Lorenza Rimassa, Armando Santoro, Alessandra Gennari, Mieke Van Hemelrijck, Nikolaos Diamantis, David J. Pinato. The acute phase response identifies cancer patients with adverse outcomes from SARS-CoV-2 infection as quantified by the OnCovid Inflammatory Score [abstract]. In: Proceedings of the AACR Virtual Meeting: COVID-19 and Cancer; 2021 Feb 3-5. Philadelphia (PA): AACR; Clin Cancer Res 2021;27(6_Suppl):Abstract nr S01-03.
Collapse
Affiliation(s)
| | - Saoirse Dolly
- 2Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom,
| | | | - John Chester
- 4Cardiff University School of Medicine and Velindre Cancer Centre, Cardiff, United Kingdom,
| | | | | | | | - Juan Aguilar-Company
- 8Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain,
| | - Mark Bower
- 9Chelsea and Westminster Hospital, London, United Kingdom,
| | | | - Ramon Salazar
- 11ICO L’Hospitalet, Oncobell Program (IDIBELL), CIBERONC, L'Hospitalet de Llobregat, Spain,
| | - Alexia Bertuzzi
- 12Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS, Milan, Italy,
| | - Joan Brunet
- 13Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain,
| | - Ricard Mesia
- 14Catalan Institute of Oncology, Badalona, Spain,
| | | | | | - Federica Biello
- 16University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy,
| | - Daniele Generali
- 17ASST Cremona and University of Trieste, Cremona and Trieste, Italy,
| | | | - Pavetha Seeva
- 2Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom,
| | | | | | - Antonio Maconi
- 21Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy,
| | | | - Beth Russell
- 22King's College London, London, United Kingdom,
| | - Josep Tabernero
- 23Vall d'Hebron University Hospital and Institute of Oncology (VHIO), IOB-Quiron, UVic-UCC, Barcelona, Spain,
| | - Nadia Harbeck
- 24Breast Center and Gynecological Cancer Center and CCC Munich, University Hospital Munich, Munich, Germany,
| | - Bruno Vincenzi
- 25Policlinico Universitario Campus Bio-Medico, Rome, Italy,
| | | | - Diego Ottaviani
- 10University College London Hospitals, London, United Kingdom,
| | - Andrea Marrari
- 12Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS, Milan, Italy,
| | | | - Neha Chopra
- 10University College London Hospitals, London, United Kingdom,
| | | | - Oriol Mirallas
- 8Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain,
| | | | | | | | - Nadia Saoudi-Gonzalez
- 8Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain,
| | - Eudald Felip
- 14Catalan Institute of Oncology, Badalona, Spain,
| | - Lorenza Scotti
- 27CPO-Piemonte, University of Eastern Piedmont, Novara, Italy,
| | - Alvin J. X. Lee
- 10University College London Hospitals, London, United Kingdom,
| | | | - Andrea Patriarca
- 28University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy,
| | - Lorenza Rimassa
- 29Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS and Humanitas University, Milan, Italy,
| | - Armando Santoro
- 29Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS and Humanitas University, Milan, Italy,
| | - Alessandra Gennari
- 16University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy,
| | - Mieke Van Hemelrijck
- 30Guy's and St Thomas' NHS Foundation Trust and King's College London, London, United Kingdom
| | | | | |
Collapse
|
9
|
Dettorre GM, Dolly S, Loizidou A, Chester J, Jackson A, Mukherjee U, Zambelli A, Aguilar-Company J, Bower M, Sng CCT, Salazar R, Bertuzzi A, Brunet J, Mesia R, Sita-Lumsden A, Seguí E, Biello F, Generali D, Grisanti S, Seeva P, Rizzo G, Libertini M, Maconi A, Moss C, Russell B, Harbeck N, Vincenzi B, Bertulli R, Ottaviani D, Liñan R, Marrari A, Carmona-García MC, Chopra N, Tondini CA, Mirallas O, Tovazzi V, Fotia V, Cruz CA, Saoudi-Gonzalez N, Felip E, Roqué A, Lee AJX, Newsom-Davis T, García-Illescas D, Reyes R, Wong YNS, Ferrante D, Scotti L, Marco-Hernández J, Ruiz-Camps I, Patriarca A, Rimassa L, Chiudinelli L, Franchi M, Santoro A, Prat A, Gennari A, Van Hemelrijck M, Tabernero J, Diamantis N, Pinato DJ. Systemic pro-inflammatory response identifies patients with cancer with adverse outcomes from SARS-CoV-2 infection: the OnCovid Inflammatory Score. J Immunother Cancer 2021; 9:e002277. [PMID: 33753569 PMCID: PMC7985977 DOI: 10.1136/jitc-2020-002277] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/05/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Patients with cancer are particularly susceptible to SARS-CoV-2 infection. The systemic inflammatory response is a pathogenic mechanism shared by cancer progression and COVID-19. We investigated systemic inflammation as a driver of severity and mortality from COVID-19, evaluating the prognostic role of commonly used inflammatory indices in SARS-CoV-2-infected patients with cancer accrued to the OnCovid study. METHODS In a multicenter cohort of SARS-CoV-2-infected patients with cancer in Europe, we evaluated dynamic changes in neutrophil:lymphocyte ratio (NLR); platelet:lymphocyte ratio (PLR); Prognostic Nutritional Index (PNI), renamed the OnCovid Inflammatory Score (OIS); modified Glasgow Prognostic Score (mGPS); and Prognostic Index (PI) in relation to oncological and COVID-19 infection features, testing their prognostic potential in independent training (n=529) and validation (n=542) sets. RESULTS We evaluated 1071 eligible patients, of which 625 (58.3%) were men, and 420 were patients with malignancy in advanced stage (39.2%), most commonly genitourinary (n=216, 20.2%). 844 (78.8%) had ≥1 comorbidity and 754 (70.4%) had ≥1 COVID-19 complication. NLR, OIS, and mGPS worsened at COVID-19 diagnosis compared with pre-COVID-19 measurement (p<0.01), recovering in survivors to pre-COVID-19 levels. Patients in poorer risk categories for each index except the PLR exhibited higher mortality rates (p<0.001) and shorter median overall survival in the training and validation sets (p<0.01). Multivariable analyses revealed the OIS to be most independently predictive of survival (validation set HR 2.48, 95% CI 1.47 to 4.20, p=0.001; adjusted concordance index score 0.611). CONCLUSIONS Systemic inflammation is a validated prognostic domain in SARS-CoV-2-infected patients with cancer and can be used as a bedside predictor of adverse outcome. Lymphocytopenia and hypoalbuminemia as computed by the OIS are independently predictive of severe COVID-19, supporting their use for risk stratification. Reversal of the COVID-19-induced proinflammatory state is a putative therapeutic strategy in patients with cancer.
Collapse
Affiliation(s)
- Gino M Dettorre
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Saoirse Dolly
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), 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
| | | | - 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
| | - Alexia Bertuzzi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Joan Brunet
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Ricard Mesia
- Department of Medical Oncology, Catalan Institute of Oncology, Badalona, Spain
| | - Ailsa Sita-Lumsden
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), 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 and Maggiore della Carità Hospital, Novara, 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
| | | | - Pavetha Seeva
- Medical Oncology, Guy's and St Thomas' NHS Foundation Trust (GSTT), London, UK
| | - Gianpiero Rizzo
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Michela Libertini
- Medical Oncology Unit, Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy
| | - Antonio Maconi
- Infrastruttura Ricerca Formazione Innovazione, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - 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
| | - Nadia Harbeck
- Department of Gynecology and Obstetrics, Breast Center and Gynecological Cancer Center and CCC Munich, University Hospital Munich, Munich, Germany
| | - Bruno Vincenzi
- Medical Oncology, Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Rossella Bertulli
- Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Diego Ottaviani
- Cancer Division, University College London Hospitals, London, UK
| | - Raquel Liñan
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Andrea Marrari
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - M Carmen Carmona-García
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Neha Chopra
- Cancer Division, University College London Hospitals, London, UK
| | | | - Oriol Mirallas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | | | - Nadia Saoudi-Gonzalez
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Eudald Felip
- Department of Medical Oncology, Catalan Institute of Oncology, Badalona, Spain
| | - Ariadna Roqué
- Department of Medical Oncology, Catalan Institute of Oncology, University Hospital Josep Trueta, Girona, Spain
| | - Alvin J X Lee
- Cancer Division, University College London Hospitals, London, UK
| | - Tom Newsom-Davis
- Department of Oncology and National Centre for HIV Malignancy, Chelsea and Westminster Hospital, London, UK
| | - David García-Illescas
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Barcelona, Spain
| | - Roxana Reyes
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
| | | | - Daniela Ferrante
- Department of Translational Medicine, Unit of Cancer Epidemiology, CPO-Piemonte, University of Eastern Piedmont, Novara, Italy
| | - Lorenza Scotti
- Department of Translational Medicine, Unit of Cancer Epidemiology, CPO-Piemonte, University of Eastern Piedmont, Novara, Italy
| | | | - Isabel Ruiz-Camps
- Infectious Diseases, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Andrea Patriarca
- Division of Haematology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 20090 Pieve Emanuele, Milan, Italy
| | | | | | - Armando Santoro
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 20090 Pieve Emanuele, Milan, Italy
| | - Aleix Prat
- Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale and Maggiore della Carità Hospital, Novara, Italy
| | - 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
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital and Institute of Oncology (VHIO), IOB-Quiron, UVic-UCC, 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 and Maggiore della Carità Hospital, Novara, Italy
| |
Collapse
|
10
|
Pinato DJ, Zambelli A, Aguilar-Company J, Bower M, Sng C, Salazar R, Bertuzzi A, Brunet J, Mesia R, Segui E, Biello F, Generali D, Grisanti S, Rizzo G, Libertini M, Maconi A, Harbeck N, Vincenzi B, Bertulli R, Ottaviani D, Carbo A, Bruna R, Benafif S, Marrari A, Wuerstlein R, Carmona-Garcia MC, Chopra N, Tondini C, Mirallas O, Tovazzi V, Betti M, Provenzano S, Fotia V, Cruz CA, Dalla Pria A, D'Avanzo F, Evans JS, Saoudi-Gonzalez N, Felip E, Galazi M, Garcia-Fructuoso I, Lee AJX, Newsom-Davis T, Patriarca A, Garcia-Illescas D, Reyes R, Dileo P, Sharkey R, Wong YNS, Ferrante D, Marco-Hernandez J, Sureda A, Maluquer C, Ruiz-Camps I, Gaidano G, Rimassa L, Chiudinelli L, Izuzquiza M, Cabirta A, Franchi M, Santoro A, Prat A, Tabernero J, Gennari A. Clinical portrait of the SARS-CoV-2 epidemic in European cancer patients. Cancer Discov 2020; 10:CD-20-0773. [PMID: 32737082 PMCID: PMC7668225 DOI: 10.1158/2159-8290.cd-20-0773] [Citation(s) in RCA: 134] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 06/22/2020] [Accepted: 07/28/2020] [Indexed: 02/06/2023]
Abstract
The SARS-Cov-2 pandemic significantly impacted on oncology practice across the globe. There is uncertainty as to the contribution of patients' demographics and oncological features on severity and mortality from Covid-19 and little guidance as to the role of anti-cancer and anti-Covid-19 therapy in this population. In a multi-center study of 890 cancer patients with confirmed Covid-19 we demonstrated a worsening gradient of mortality from breast cancer to haematological malignancies and showed that male gender, older age, and number of co-morbidities identifies a subset of patients with significantly worse mortality rates from Covid-19. Provision of chemotherapy, targeted therapy and immunotherapy did not worsen mortality. Exposure to antimalarials was associated with improved mortality rates independent of baseline prognostic factors. This study highlights the clinical utility of demographic factors for individualized risk-stratification of patients and support further research into emerging anti-Covid-19 therapeutics in SARS-Cov-2 infected cancer patients.
Collapse
Affiliation(s)
| | | | | | - Mark Bower
- National Centre for HIV Malignancy, Chelsea and Westminster Hospital, UK
| | - Christopher Sng
- Cancer Division, University College London Hospitals NHS Foundation Trust
| | - Ramon Salazar
- Department of Medical Oncology, Catalan Institute of Oncology (ICO), Traslational Research Laboratory, ICO-Bellvitge Biomedical Research Institute (IDIBELL)-CIBERONC, L'Hospitalet de Llobregat
| | | | - Joan Brunet
- Medical Oncology, Catalan Institute of Oncology Hospital Josep Trueta
| | - Ricard Mesia
- Institut Catala d'Oncologia - L'Hospitalet, Universitat de Barcelona, IDIBELL
| | | | | | - Daniele Generali
- US Terapia Molecolare e Farmacogenomica, Az Istituti Ospitalieri di Cremona
| | | | | | | | - Antonio Maconi
- Research Education Innovation Infrastrucure, Ospedale Antonio e Biagio e Cesare Arrigo, Alessandria
| | | | | | - Rossella Bertulli
- Medical Oncology Unit 2 - Adult mesenchymal tumour and rare cancer network, Cancer Medicine department, Istituto Nazionale dei Tumori
| | | | - Anna Carbo
- Medical Oncology, Catalan Institute of Oncology, Girona
| | - Riccardo Bruna
- Department of Translational Medicine, Universita del Piemonte Orientale
| | | | | | | | - M Carmen Carmona-Garcia
- Medical Oncology Service, Hospital Universitari de Girona Doctor Josep Trueta- Catalan Insitute of Oncology
| | | | | | - Oriol Mirallas
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona
| | | | - Marta Betti
- Infrastruttura Ricerca Formazione Innovazione, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo
| | - Salvatore Provenzano
- Medical Oncology Unit 2 - Adult mesenchymal tumour and rare cancer network, Cancer Medicine Department, Istituto Nazionale dei Tumori
| | | | | | | | | | | | | | - Eudald Felip
- Medical Oncology Department, Institut Catala d'Oncologia-Badalona, B-ARGO group- IGTP
| | | | | | | | | | - Andrea Patriarca
- Department of Translational Medicine, Universita del Piemonte Orientale
| | | | | | | | | | | | - Daniela Ferrante
- Department of Translational Medicine, Department of Translational Medicine, Unit of Medical Statistics, University of Eastern Piedmont and Cancer Epidemiology, CPO Piemonte, Novara
| | | | - Anna Sureda
- Hospital Duran i Reynals, Institut Catala d'Oncología (ICO)
| | | | | | - Gianluca Gaidano
- Hematology, Division of Hematology, Amedeo Avogadro Univeristy of Eastern Piedmont
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS; Department of Biomedical Sciences, Humanitas University
| | - Lorenzo Chiudinelli
- Dipartimento di Ingegneria Industriale e dell'Informazione, University of Pavia
| | | | - Alba Cabirta
- Hematology, Vall d'Hebron University Hospital, Barcelona
| | - Michela Franchi
- FROM Research Foundation, Ospedale Papa Giovanni XXIII, Bergamo
| | | | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic de Barcelona
| | - Josep Tabernero
- Medical Oncology Department, Vall d'Hebron University Hospital
| | | |
Collapse
|
11
|
Zambelli A, Simoncini E, Giordano M, La Verde N, Farina G, Torri V, Colombo G, Piacentini G, Fotia V, Vassalli L, Pugliese P, Poletti P, Caremoli ER, Tondini C. Prospective observational study on the impact of the 21-gene assay on treatment decisions and resources optimization in breast cancer patients in Lombardy: The BONDX study. Breast 2020; 52:1-7. [PMID: 32325372 PMCID: PMC7375559 DOI: 10.1016/j.breast.2020.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 04/04/2020] [Accepted: 04/07/2020] [Indexed: 12/29/2022] Open
Abstract
PURPOSE Adjuvant treatment decisions in early breast cancer (eBC) have traditionally been driven by risk stratification based on clinical and pathological risk factors. The 21-gene Oncotype DX® assay has been validated as a predictive test for benefit from adjuvant chemotherapy (CT), hence assessing its impact in clinical decisions is of high interest. The objective of this study was to estimate the rate of adjuvant treatment decision modification impacted by the Recurrence Score® result, and the consequent budget impact. METHODS The study was a multicentre, prospective, real-life experience in Lombardy (Italy) including consecutive patients with T1-T3, N0-N1a, and ER+/HER2-eBC with clinical-pathologic "intermediate risk" of relapse. The change in treatment recommendations was assessed before and after availability of Recurrence Score result. A budget model evaluated the implications of 21-gene testing in the study population. RESULTS The overall proportion of CT recommendations was reduced from 24.6% to 15.2% after 21-gene testing, with a major impact in patients initially considered for CT plus hormone therapy (CHT). In these patients, the total budget was reduced, leading to a net saving of -€81,017. The greater the physician propensity to prescribe CHT, the higher the potential savings for the health system from sparing CT in most tested patients. CONCLUSIONS Our real-life experience suggests that all intermediate-risk ER+/HER2-eBC patients who are initially deemed candidates for CHT should be tested with the 21-gene test. The potential to spare CT in at least half of them offers relevant advantages for patients and national health services.
Collapse
Affiliation(s)
| | - Edda Simoncini
- Breast Unit, Oncologia, ASST Spedali Civili, Brescia, Italy
| | | | - Nicla La Verde
- USC Oncologia ASST Fatebenefratelli Sacco, PO Sacco, Milano, Italy
| | - Gabriella Farina
- USC Oncologia ASST Fatebenefratelli Sacco, PO Fatebenefratelli, Milano, Italy
| | - Valter Torri
- Lab Metodologia per La Ricerca Clinica, IRCCS Istituto di Ricerche Farmacologiche Mario Negri, Milano, Italy
| | - Giorgio Colombo
- S.A.V.E. Studio Analisi Valutazioni Economiche, Milano, Italy
| | | | | | - Lucia Vassalli
- Breast Unit, Oncologia, ASST Spedali Civili, Brescia, Italy
| | - Palma Pugliese
- USC Oncologia ASST Lariana Ospedale S. Anna, Como, Italy
| | - Paola Poletti
- USC Oncologia, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | - Carlo Tondini
- USC Oncologia, ASST Papa Giovanni XXIII, Bergamo, Italy
| |
Collapse
|
12
|
Moccia F, Fotia V, Tancredi R, Della Porta MG, Rosti V, Bonetti E, Poletto V, Marchini S, Beltrame L, Gallizzi G, Da Prada GA, Pedrazzoli P, Riccardi A, Porta C, Zambelli A, D'Incalci M. Breast and renal cancer—Derived endothelial colony forming cells share a common gene signature. Eur J Cancer 2017; 77:155-164. [DOI: 10.1016/j.ejca.2017.01.025] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Revised: 12/22/2016] [Accepted: 01/23/2017] [Indexed: 12/25/2022]
|
13
|
Tancredi R, Fotia V, Moccia F, Rosti V, Porta C, Della Porta M, Beltrame L, Da Prada G, Zambelli A, Riccardi A. Common gene signature expressed by breast and kidney cancers-derived endothelial colony forming cells. Ann Oncol 2015. [DOI: 10.1093/annonc/mdv116.05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
14
|
Beltrame L, Di Marino M, Fruscio R, Calura E, Chapman B, Clivio L, Sina F, Mele C, Iatropoulos P, Grassi T, Fotia V, Romualdi C, Martini P, Noris M, Paracchini L, Craparotta I, Petrillo M, Milani R, Perego P, Ravaggi A, Zambelli A, Ronchetti E, D'Incalci M, Marchini S. Profiling cancer gene mutations in longitudinal epithelial ovarian cancer biopsies by targeted next-generation sequencing: a retrospective study. Ann Oncol 2015; 26:1363-71. [PMID: 25846551 DOI: 10.1093/annonc/mdv164] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Accepted: 03/17/2015] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The majority of patients with stage III-IV epithelial ovarian cancer (EOC) relapse after initially responding to platinum-based chemotherapy, and develop resistance. The genomic features involved in drug resistance are unknown. To unravel some of these features, we investigated the mutational profile of genes involved in pathways related to drug sensitivity in a cohort of matched tumors obtained at first surgery (Ft-S) and second surgery (Sd-S). PATIENTS AND METHODS Matched biopsies (33) taken at Ft-S and Sd-S were selected from the 'Pandora' tumor tissue collection. DNA libraries for 65 genes were generated using the TruSeq Custom Amplicon kit and sequenced on MiSeq (Illumina). Data were analyzed using a high-performance cluster computing platform (Cloud4CARE project) and independently validated. RESULTS A total of 2270 somatic mutations were identified (89.85% base substitutions 8.19% indels, and 1.92% unknown). Homologous recombination (HR) genes and TP53 were mutated in the majority of Ft-S, while ATM, ATR, TOP2A and TOP2B were mutated in the entire dataset. Only 2% of mutations were conserved between matched Ft-S and Sd-S. Mutations detected at second surgery clustered patients in two groups characterized by different mutational profiles in genes associated with HR, PI3K, miRNA biogenesis and signal transduction. CONCLUSIONS There was a low level of concordance between Ft-S and Sd-S in terms of mutations in genes involved in key processes of tumor growth and drug resistance. This result suggests the importance of future longitudinal analyses to improve the clinical management of relapsed EOC.
Collapse
Affiliation(s)
- L Beltrame
- Department of Oncology, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - M Di Marino
- Department of Oncology, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - R Fruscio
- Clinic of Obstetrics and Gynecology, University of Milano-Bicocca, San Gerardo Hospital, Monza
| | - E Calura
- Department of Biology, University of Padova, Padova, Italy
| | - B Chapman
- Bioinformatics Core, Harvard School of Public Health, Boston, USA
| | - L Clivio
- Department of Oncology, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - F Sina
- Clinic of Obstetrics and Gynecology, University of Milano-Bicocca, San Gerardo Hospital, Monza
| | - C Mele
- Department of Molecular Medicine Laboratory, Immunology and Genetic of Rare Diseases and Organ Transplantation, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - P Iatropoulos
- Department of Molecular Medicine Laboratory, Immunology and Genetic of Rare Diseases and Organ Transplantation, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - T Grassi
- Clinic of Obstetrics and Gynecology, University of Milano-Bicocca, San Gerardo Hospital, Monza
| | - V Fotia
- PhD Program in Experimental Medicine, University of Pavia, Pavia
| | - C Romualdi
- Department of Biology, University of Padova, Padova, Italy
| | - P Martini
- Department of Biology, University of Padova, Padova, Italy
| | - M Noris
- Department of Molecular Medicine Laboratory, Immunology and Genetic of Rare Diseases and Organ Transplantation, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - L Paracchini
- Department of Oncology, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - I Craparotta
- Department of Oncology, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - M Petrillo
- Gynecologic Oncology Unit, Catholic University of the Sacred Heart, Rome
| | - R Milani
- Clinic of Obstetrics and Gynecology, University of Milano-Bicocca, San Gerardo Hospital, Monza
| | - P Perego
- Department of Pathology, University of Milano-Bicocca, San Gerardo Hospital, Monza
| | - A Ravaggi
- Division of Gynecologic Oncology, 'Angelo Nocivelli' Institute of Molecular Medicine, University of Brescia, Brescia
| | - A Zambelli
- Unit of Medical Oncology, Azienda Ospedaliera Papa Giovanni XXIII, Bergamo
| | - E Ronchetti
- Laboratory of Experimental Oncology and Pharmacogenomics, IRCCS Salvatore Maugeri Foundation, Pavia, Italy
| | - M D'Incalci
- Department of Oncology, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| | - S Marchini
- Department of Oncology, Centro di Ricerche Cliniche per le Malattie Rare 'ALDO e CELE DACCO'', IRCCS 'Mario Negri' Institute for Pharmacological Research, Milano
| |
Collapse
|
15
|
Zambelli A, Segagni D, Tibollo V, Dagliati A, Malovini A, Fotia V, Manera S, Bellazzi R. Onco-i2b2 Project: A Bioinformatics Tool Integrating –Omics and Clinical Data to Support Translational Research. Ann Oncol 2012. [DOI: 10.1016/s0923-7534(20)34214-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
|
16
|
Di Bella G, Lo Turco V, Potortì A, Luppino R, Fotia V, Conte F, Dugo GM. Classification of the geographical origin of Italian donkey's milk based on differences in inorganic anions. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2012; 29:1021-9. [DOI: 10.1080/19440049.2012.674979] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
|
17
|
Dugo GM, Fotia V, Lo Turco V, Maisano R, Potortì A, Salvo A, Di Bella G. Phthalate, adipate and sebacate residues by HRGC-MS in olive oils from Sicily and Molise (Italy). Food Control 2011. [DOI: 10.1016/j.foodcont.2010.12.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|