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

David J Pinato, Josep Tabernero, Mark Bower, Lorenza Scotti, Meera Patel, Emeline Colomba, Saoirse Dolly, Angela Loizidou, John Chester, Uma Mukherjee, Alberto Zambelli, Alessia Dalla Pria, Juan Aguilar-Company, Diego Ottaviani, Amani Chowdhury, Eve Merry, Ramon Salazar, Alexia Bertuzzi, Joan Brunet, Matteo Lambertini, Marco Tagliamento, Anna Pous, Ailsa Sita-Lumsden, Krishnie Srikandarajah, Johann Colomba, Fanny Pommeret, Elia Seguí, Daniele Generali, Salvatore Grisanti, Paolo Pedrazzoli, Gianpiero Rizzo, Michela Libertini, Charlotte Moss, Joanne S Evans, Beth Russell, Nadia Harbeck, Bruno Vincenzi, Federica Biello, Rossella Bertulli, Raquel Liñan, Sabrina Rossi, Maria Carmen Carmona-García, Carlo Tondini, Laura Fox, Alice Baggi, Vittoria Fotia, Alessandro Parisi, Giampero Porzio, Maristella Saponara, Claudia Andrea Cruz, David García-Illescas, Eudald Felip, Ariadna Roqué Lloveras, Rachel Sharkey, Elisa Roldán, Roxana Reyes, Irina Earnshaw, Daniela Ferrante, Javier Marco-Hernández, Isabel Ruiz-Camps, Gianluca Gaidano, Andrea Patriarca, Riccardo Bruna, Anna Sureda, Clara Martinez-Vila, Ana Sanchez de Torre, Luca Cantini, Marco Filetti, Lorenza Rimassa, Lorenzo Chiudinelli, Michela Franchi, Marco Krengli, Armando Santoro, Aleix Prat, Mieke Van Hemelrijck, Nikolaos Diamantis, Thomas Newsom-Davis, Alessandra Gennari, Alessio Cortellini, OnCovid study group, Judith Swallow, Chris Chung, Gino Dettorre, Neha Chopra, Alvin Jx Lee, Christopher Ct Sng, Yien Ning Sophia Wong, Myria Galazi, Sarah Benafif, Palma Dileo, Grisma Patel, Anjui Wu, Alasdair Sinclair, Gehan Soosaipillai, Eleanor Jones, Nikolaos Diamantis, Uma Mukherjee, Amanda Jackson, Martine Piccart, Fanny Pommeret, Johann Colomba, Emeline Colomba-Blameble, Aleix Prat, Claudia A Cruz, Roxana Reyes, Elia Segui, Javier Marco-Hernández, Josep Tabernero, Juan Aguilar-Company, Isabel Ruiz-Camps, Laura Fox, David Garcia Illescas, Oriol Mirallas, Elisa Roldán, Anna Carbó, Isabel Garcia, Rachel Wuerstlein, Ricard Mesia, Clara Maluquer, Francesca D'Avanzo, Giuseppe Tonini, Salvatore Provenzano, Valeria Tovazzi, Corrado Ficorella, Paola Queirolo, Raffaele Giusti, Francesca Mazzoni, Federica Zoratto, Marco Tucci, Rossana Berardi, Annalisa Guida, Sergio Bracarda, Maria Iglesias, David J Pinato, Josep Tabernero, Mark Bower, Lorenza Scotti, Meera Patel, Emeline Colomba, Saoirse Dolly, Angela Loizidou, John Chester, Uma Mukherjee, Alberto Zambelli, Alessia Dalla Pria, Juan Aguilar-Company, Diego Ottaviani, Amani Chowdhury, Eve Merry, Ramon Salazar, Alexia Bertuzzi, Joan Brunet, Matteo Lambertini, Marco Tagliamento, Anna Pous, Ailsa Sita-Lumsden, Krishnie Srikandarajah, Johann Colomba, Fanny Pommeret, Elia Seguí, Daniele Generali, Salvatore Grisanti, Paolo Pedrazzoli, Gianpiero Rizzo, Michela Libertini, Charlotte Moss, Joanne S Evans, Beth Russell, Nadia Harbeck, Bruno Vincenzi, Federica Biello, Rossella Bertulli, Raquel Liñan, Sabrina Rossi, Maria Carmen Carmona-García, Carlo Tondini, Laura Fox, Alice Baggi, Vittoria Fotia, Alessandro Parisi, Giampero Porzio, Maristella Saponara, Claudia Andrea Cruz, David García-Illescas, Eudald Felip, Ariadna Roqué Lloveras, Rachel Sharkey, Elisa Roldán, Roxana Reyes, Irina Earnshaw, Daniela Ferrante, Javier Marco-Hernández, Isabel Ruiz-Camps, Gianluca Gaidano, Andrea Patriarca, Riccardo Bruna, Anna Sureda, Clara Martinez-Vila, Ana Sanchez de Torre, Luca Cantini, Marco Filetti, Lorenza Rimassa, Lorenzo Chiudinelli, Michela Franchi, Marco Krengli, Armando Santoro, Aleix Prat, Mieke Van Hemelrijck, Nikolaos Diamantis, Thomas Newsom-Davis, Alessandra Gennari, Alessio Cortellini, OnCovid study group, Judith Swallow, Chris Chung, Gino Dettorre, Neha Chopra, Alvin Jx Lee, Christopher Ct Sng, Yien Ning Sophia Wong, Myria Galazi, Sarah Benafif, Palma Dileo, Grisma Patel, Anjui Wu, Alasdair Sinclair, Gehan Soosaipillai, Eleanor Jones, Nikolaos Diamantis, Uma Mukherjee, Amanda Jackson, Martine Piccart, Fanny Pommeret, Johann Colomba, Emeline Colomba-Blameble, Aleix Prat, Claudia A Cruz, Roxana Reyes, Elia Segui, Javier Marco-Hernández, Josep Tabernero, Juan Aguilar-Company, Isabel Ruiz-Camps, Laura Fox, David Garcia Illescas, Oriol Mirallas, Elisa Roldán, Anna Carbó, Isabel Garcia, Rachel Wuerstlein, Ricard Mesia, Clara Maluquer, Francesca D'Avanzo, Giuseppe Tonini, Salvatore Provenzano, Valeria Tovazzi, Corrado Ficorella, Paola Queirolo, Raffaele Giusti, Francesca Mazzoni, Federica Zoratto, Marco Tucci, Rossana Berardi, Annalisa Guida, Sergio Bracarda, Maria Iglesias

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.

Conflict of interest statement

Declaration of interests DJP reports lecture fees from ViiV Healthcare, Bayer Healthcare, Bristol Myers Squibb, Roche, Eisai, and Falk Foundation; travel expenses from Bristol Myers Squibb and Bayer Healthcare; consulting fees from Mina Therapeutics, Eisai, Roche, DaVolterra, and Astra Zeneca; and research funding (to institution) from Merck Sharp and Dohme and Bristol Myers Squibb, outside of the submitted work. MLa acted as consultant for Roche, Novartis, Lilly, and AstraZeneca, outside of the submitted work, and received speaker honoraria from Roche, Novartis, Lilly, Pfizer, Takeda, and Sandoz, outside of the submitted work. EF reports research funding to institution from Pfizer, outside of the submitted work, and travel expenses from Lilly, Novartis, Pfizer, and Esai, outside of the submitted work. TN-D reports consulting fees from Amgen, Bayer, AstraZeneca, Bristol Myers Squibb, Boehringer Ingelheim, Eli Lilly, Merck Sharp and Dohme, Novartis, Otsuka, Pfizer, Roche, and Takeda, outside of the submitted work; speakers fees from AstraZeneca, Merck Sharp and Dohme, Roche, and Takeda, outside of the submitted work; and travel, accommodation, and expenses from AstraZenca, Bristol Myers Squibb, Boehringer Ingelheim, Lilly, Merck Sharp and Dohme, Otsuka, Roche, and Takeda, outside of the submitted work. JB reports consulting fees for Merck Sharp and Dohme and Astra Zeneca, outside of the submitted work. APr reports personal honoraria from Pfizer, Roche, Merck Sharp and Dohme Oncology, Eli Lilly, and Daiichi Sankyo, outside of the submitted work; travel, accommodations, and expenses by Daiichi Sankyo, outside of the submitted work; research funding (to institution) from Roche and Novartis, outside of the submitted work; and consulting fees from NanoString Technologies, Amgen, Roche, Novartis, Pfizer, and Bristol-Myers Squibb, outside of the submitted work. APar reports consulting fees from Takeda and Novartis, outside of the submitted work. MT reports travel grants from Roche, Bristol-Myers Squibb, AstraZeneca, and Takeda, outside of the submitted work; and honoraria as a medical writer from Novartis and Amgen, outside the submitted work. AG reports consulting fees from Roche, Merck Sharp and Dohme, Eli Lilly, Pierre Fabre, Eisai, and Daichii Sankyo, outside the submitted work; speakers bureau for Eisai, Novartis, Eli Lilly, Roche, Teva, Gentili, Pfizer, AstraZeneca, Celgene, and Daichii Sankyo, outside the submitted work; research funds (to institution) from Eisai, Eli Lilly, and Roche, outside the submitted work; support for attending meetings or travel from Bristol-Myers Squibb, Merck Sharp and Dohme, Novartis, and Roche, outside the submitted work; and personal research funding from Associazione Italiana per la Ricerca sul Cancro Foundation UPO aging project, outside the submitted work. GG reports personal research funding outside of the submitted work from Associazione Italiana per la Ricerca sul Cancro Foundation, outside the submitted work; consulting fees from Janssen, Abbvie, AstraZeneca, and BeiGene, outside the submitted work; and speaker fees from Janssen and Abbvie, outside the submitted work. LR reports consulting fees from Servier, Amgen, ArQule, AstraZeneca, Basilea, Bayer, Bristol Myers Squibb, Celgene, Eisai, Exelixis, Genenta, Hengrui, Incyte, Ipsen, IQVIA, Lilly, Merck Sharp and Dohme, Nerviano Medical Sciences, Roche, Sanofi, and Zymeworks, outside the submitted work; lecture fees from AbbVie, Amgen, Bayer, Eisai, Gilead, Incyte, Ipsen, Lilly, Merck Serono, Roche, and Sanofi, outside the submitted work; travel expenses from Ipsen, outside the submitted work; and institutional research funding (to institution) from Agios, ARMO BioSciences, AstraZeneca, BeiGene, Eisai, Exelixis, Fibrogen, Incyte, Ipsen, Lilly, Merck Sharp and Dohme, Nerviano Medical Sciences, Roche, and Zymeworks, outside the submitted work. JT reports having a scientific consultancy role for Array Biopharma, AstraZeneca, Avvinity, Bayer, Boehringer Ingelheim, Chugai, Daiichi Sankyo, F Hoffmann-La Roche, Genentech, HalioDX, Hutchison MediPharma, Ikena Oncology, IQVIA, Lilly, Menarini, Merck Serono, Merus, Merck Sharp and Dohme, Mirati, Neophore, Novartis, Orion Biotechnology, Peptomyc, Pfizer, Pierre Fabre, Samsung Bioepis, Sanofi, Seattle Genetics, Servier, Taiho, Tessa Therapeutics, and TheraMyc, outside of the submitted work; educational collaboration with Imedex, Medscape Education, MJH Life Sciences, PeerView Institute for Medical Education and Physicians Education Resource, outside of the submitted work; and institutional financial interest in form of financial support for clinical trials or contracted research for Amgen, Array Biopharma, AstraZeneca, BeiGene, Boehringer Ingelheim, Bristol Myers Squibb, Celgene, Debiopharm International, F Hoffmann-La Roche, Genentech, HalioDX, Hutchison MediPharma International, Janssen-Cilag, MedImmune, Menarini, Merck Healt, Merck Sharp and Dohme, Merus, Mirati, Novartis Farmacéutica, Pfizer, Pharma Mar, Sanofi Aventis Recherche & Développement, Servier, Taiho, Spanish Association Against Cancer Scientific Foundation, and Cancer Research UK, outside the submitted work. ACo reports consulting fees from Merck Sharp and Dohme, Bristol Myers Squibb, AstraZeneca, and Roche, outside the submitted work; and speaker fees from AstraZeneca, Merck Sharp and Dohme, Novartis, and Astellas, outside the submitted work. All other authors declare no competing interests.

Copyright © 2021 Elsevier Ltd. All rights reserved.

Figures

Figure 1
Figure 1
Study flow diagram
Figure 2
Figure 2
Prevalence of COVID-19 sequelae, hospital admissions due to COVID-19, and complicated COVID-19 across the six defined age categories Linear trends were tested with the Cochran–Armitage test. Numbers of patients are different across categories and age groups (appendix p 17).
Figure 3
Figure 3
Kaplan-Meier survival estimate of post-COVID-19 survival (days from post-COVID-19 reassessment to date of death or last follow-up) (A) Post-COVID-19 survival by presence of COVID-19 sequelae. (B) Post-COVID-19 survival by presence of COVID-19 respiratory or non-respiratory sequelae. (C) Post-COVID-19 survival by presence of one or two or more COVID-19 sequelae. (D) Post-COVID-19 survival by oncology therapeutic pathway. HR=hazard ratio. NR=not reached. SACT=systemic anticancer therapy.

References

    1. Lee LY, Cazier JB, Angelis V, et al. COVID-19 mortality in patients with cancer on chemotherapy or other anticancer treatments: a prospective cohort study. Lancet. 2020;395:1919–1926.
    1. Garassino MC, Whisenant JG, Huang LC, et al. COVID-19 in patients with thoracic malignancies (TERAVOLT): first results of an international, registry-based, cohort study. Lancet Oncol. 2020;21:914–922.
    1. Lee LYW, Cazier JB, Starkey T, et al. COVID-19 prevalence and mortality in patients with cancer and the effect of primary tumour subtype and patient demographics: a prospective cohort study. Lancet Oncol. 2020;21:1309–1316.
    1. Pinato DJ, Lee AJX, Biello F, et al. Presenting features and early mortality from SARS-CoV-2 infection in cancer patients during the initial stage of the COVID-19 pandemic in Europe. Cancers (Basel) 2020;12
    1. Kuderer NM, Choueiri TK, Shah DP, et al. Clinical impact of COVID-19 on patients with cancer (CCC19): a cohort study. Lancet. 2020;395:1907–1918.
    1. Pinato DJ, Zambelli A, Aguilar-Company J, et al. Clinical portrait of the SARS-CoV-2 epidemic in European cancer patients. Cancer Discov. 2020;10
    1. Tartarone A, Lerose R. COVID-19 and cancer care: what do international guidelines say? Med Oncol. 2020;37:80.
    1. Jazieh AR, Chan SL, Curigliano G, et al. Delivering cancer care during the COVID-19 pandemic: recommendations and lessons learned from ASCO Global webinars. JCO Glob Oncol. 2020;6:1461–1471.
    1. Curigliano G, Banerjee S, Cervantes A, et al. Managing cancer patients during the COVID-19 pandemic: an ESMO multidisciplinary expert consensus. Ann Oncol. 2020;31:1320–1335.
    1. Huang C, Huang L, Wang Y, et al. 6-month consequences of COVID-19 in patients discharged from hospital: a cohort study. Lancet. 2021;397:220–232.
    1. Daugherty SE, Guo Y, Heath K, et al. Risk of clinical sequelae after the acute phase of SARS-CoV-2 infection: retrospective cohort study. BMJ. 2021;373
    1. Logue JK, Franko NM, McCulloch DJ, et al. Sequelae in adults at 6 months after COVID-19 infection. JAMA Netw Open. 2021;4
    1. Sudre CH, Murray B, Varsavsky T, et al. Attributes and predictors of long COVID. Nat Med. 2021;27:626–631.
    1. Barbui T, Iurlo A, Masciulli A, et al. Long-term follow-up of recovered MPN patients with COVID-19. Blood Cancer J. 2021;11:115.
    1. Clark JJ, Dwyer D, Pinwill N, Clark P, Johnson P, Hackshaw A. The effect of clinical decision making for initiation of systemic anticancer treatments in response to the COVID-19 pandemic in England: a retrospective analysis. Lancet Oncol. 2021;22:66–73.
    1. Corman VM, Landt O, Kaiser M, et al. Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR. Euro Surveill. 2020;25 pii=2000045.
    1. Pinato DJ, Scotti L, Gennari A, et al. Determinants of enhanced vulnerability to coronavirus disease 2019 in UK patients with cancer: a European study. Eur J Cancer. 2021;150:190–202.
    1. WHO Expanding our understanding of post COVID-19 condition: report of a WHO webinar. 2021.
    1. Centers for Disease Control and Prevention Post-COVID conditions. 2021.
    1. Tenforde MWRE, Billig Rose E, Lindsell CJ, et al. Characteristics of adult outpatients and inpatients with COVID-19—11 academic medical centers, United States, March–May 2020. MMWR Morb Mortal Wkly Rep. 2020;69:841–846.
    1. Vellas C, Delobel P, de Souto Barreto P, Izopet J. COVID-19, virology and geroscience: a perspective. J Nutr Health Aging. 2020;24:685–691.
    1. Cunha LL, Perazzio SF, Azzi J, Cravedi P, Riella LV. Remodeling of the immune response with aging: immunosenescence and its potential impact on COVID-19 immune response. Front Immunol. 2020;11
    1. Dennis A, Wamil M, Alberts J, et al. Multiorgan impairment in low-risk individuals with post-COVID-19 syndrome: a prospective, community-based study. BMJ Open. 2021;11
    1. Ayoubkhani D, Khunti K, Nafilyan V, et al. Post-covid syndrome in individuals admitted to hospital with covid-19: retrospective cohort study. BMJ. 2021;372:n693.
    1. Gegechkori N, Haines L, Lin JJ. Long-term and latent side effects of specific cancer types. Med Clin North Am. 2017;101:1053–1073.
    1. Lam MH, Wing YK, Yu MW, et al. Mental morbidities and chronic fatigue in severe acute respiratory syndrome survivors: long-term follow-up. Arch Intern Med. 2009;169:2142–2147.
    1. Singh SJ, Barradell AC, Greening NJ, et al. British thoracic society survey of rehabilitation to support recovery of the post-COVID-19 population. BMJ Open. 2020;10
    1. Office for National Statistics Prevalence of ongoing symptoms following coronavirus (COVID-19) infection in the UK: 1 April 2021. 2021.

Source: PubMed

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