International multicenter study comparing COVID-19 in patients with cancer to patients without cancer: impact of risk factors and treatment modalities on survivorship

  1. Issam I Raad
  2. Ray Hachem
  3. Nigo Masayuki
  4. Tarcila Datoguia
  5. Hiba Dagher
  6. Ying Jiang
  7. Vivek Subbiah
  8. Bilal Siddiqui
  9. Arnaud Bayle
  10. Robert Somer
  11. Ana Fernández Cruz
  12. Edward Gorak
  13. Arvinder Bhinder
  14. Mori Nobuyoshi
  15. Nelson Hamerschlak
  16. Samuel Shelanski
  17. Tomislav Dragovich
  18. Elise Vong
  19. Suha Fakhreddine
  20. Abi Hanna Pierre
  21. Roy F Chemaly
  22. Victor Mulanovich
  23. Javier Adachi
  24. Jovan Borjan
  25. Fareed Khawaja
  26. Bruno Granwehr
  27. Teny John
  28. Eduardo Yepez
  29. Harrys Torres
  30. Natraj Reddy Ammakkanavar
  31. Marcel Yibirin
  32. Cielito Reyes-Gibby
  33. Mala Pande
  34. Noman Ali
  35. Raniv Rojo
  36. Shahnoor Ali
  37. Rita Deeba
  38. Patrick Chaftari
  39. Takahiro Matsuo
  40. Kazuhiro Ishikawa
  41. Ryo Hasegawa
  42. Ramón Aguado-Noya
  43. ‪Alvaro García‬
  44. Cristina Traseira Puchol
  45. Dong-Gun  Lee
  46. Monica Slavin
  47. Benjamin Teh
  48. Cesar A Arias
  49. Data-Driven Determinants for COVID-19 Oncology Discovery Effort (D3CODE) Team
  50. Prof. Dimitrios P. Kontoyiannis
  51. Alexandre E Malek
  52. Anne-Marie Chaftari  Is a corresponding author
  1. The University of Texas MD Anderson Cancer Center, United States
  2. The University of Texas Health Science Center at Houston, United States
  3. Hospital Israelita Albert EinsteinUniversidade Metropolitana de Santos, Brazil
  4. UT MD Anderson Cancer Center, United States
  5. Community Health Network, United States
  6. Gustave Roussy, Université Paris-Saclay, France
  7. Cooper University Health Care, United States
  8. Unidad de Enfermedades Infecciosas, Servicio de Medicina Interna, Hospital Universitario, Spain
  9. Department of Hematology Oncology, Baptist Health, United States
  10. Ohio Health, United States
  11. St. Luke's International Hospital, Japan
  12. Hospital Israelita Albert Einstein, Brazil
  13. Banner MD Anderson Cancer Center, United States
  14. Banner MD Anderson, United States
  15. Tan Tock Seng Hospital, Singapore
  16. Rafik Hariri University Hospital, Lebanon
  17. Hospital Universitario Puerta de Hierro-Majadahonda, Spain
  18. St. Lukes Hospital, United States
  19. The Catholic University of Korea, Republic of Korea
  20. Peter MacCallum Cancer Centre, Australia
  21. Houston Methodist, United States
  22. The University of Texas MD Anderson Cancer Center,

Abstract

Background: In this international multicenter study we aimed to determine the independent risk factors associated with increased 30-day mortality and the impact of cancer and novel treatment modalities in a large group of patients with and without cancer with COVID-19 from multiple countries.

Methods: We retrospectively collected de-identified data on a cohort of patients with and without cancer diagnosed with COVID-19 between January and November 2020, from 16 international centers.

Results: We analyzed 3966 COVID-19 confirmed patients, 1115 with cancer and 2851 nwithout cancer patients. Patients with cancer were more likely to be pancytopenic, and have a smoking history, pulmonary disorders, hypertension, diabetes mellitus, and corticosteroid use in the preceding two weeks (p≤0.01). In addition, they were more likely to present with higher inflammatory biomarkers (D-dimer, ferritin and procalcitonin), but were less likely to present with clinical symptoms (p≤0.01). By country-adjusted multivariable logistic regression analyses, cancer was not found to be an independent risk factor for 30-day mortality (p=0.18) whereas lymphopenia was independently associated with increased mortality in all patients, and in patients with cancer. Older age (≥65 years) was the strongest predictor of 30-day mortality in all patients(OR=4.47, p<0.0001). Remdesivir was the only therapeutic agent independently associated with decreased 30-day mortality ()(OR=0.64, p=0.036). Among patients on low-flow oxygen at admission, patients who received remdesivir had a lower 30-day mortality rate than those who did not (5.9% vs 17.6%; p=0.03).

Conclusions: Increased 30-day all-cause mortality from COVID-19 was not independently associated with cancer but was independently associated with lymphopenia often observed in hematolgic malignancy. Remdesivir, particularly in patients with cancer receiving low-flow oxygen, can reduce 30-day all-cause mortality.

Funding: National Cancer Institute, National Institutes of Health.

Data availability

We are unable to share the data given our restriction policy and the fact that this study includes data from 16 centers from the five continents and we have no agreement in place to share data.*Thank you for indicating that you are unable to make this data publicly available and providing some further information regarding this. Exceptions to our usual data sharing policy are subject to editorial approval, as per our data availability policy [https://submit.elifesciences.org/html/elife_author_instructions.html#policies]. To enable the editors to make an informed decision, please can you provide further information on the data sharing plan for your manuscript. This information should be added to your data availability statement (found in the Submission Information section of the submission form). Some of these points may already be covered, however please ensure that the statement covers the following:- Please provide an explanation of why the data cannot be shared.We are unable to share our data given the restrictive policy of our institution. We also do not have the permission to share data from the other institutions that participated in this study- Please describe how an interested researcher would be able to access the original data e.g. Who would they need to contact? Do they need to apply or submit a project proposal? If so, who would assess this proposal (e.g. a data access committee or IRB)? Are there any restrictions on who can access the data e.g. could commercial research be performed on the data?Given that this study involves data from 16 centers from the five continents, we have no agreement to share data.- Please provide any code or software that you have used to analyse the data.The analyses were performed using SAS version 9.3 (SAS Institute Inc., Cary, NC).- Please provide access to all materials and data for which the restrictions do not apply. For instance, would it be possible to share a deidentified version of the dataset? If not, would you be able to share processed version of the dataset e.g. an Excel sheet with numbers used to plot the graphs and charts in your manuscript?We are unable to share the data.

Article and author information

Author details

  1. Issam I Raad

    Department of Infectious Diseases, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  2. Ray Hachem

    Department of Infectious Diseases, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  3. Nigo Masayuki

    Division of Infectious Diseases, The University of Texas Health Science Center at Houston, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  4. Tarcila Datoguia

    Hospital Israelita Albert EinsteinUniversidade Metropolitana de Santos, São Paulo, Brazil
    Competing interests
    The authors declare that no competing interests exist.
  5. Hiba Dagher

    Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  6. Ying Jiang

    Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  7. Vivek Subbiah

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  8. Bilal Siddiqui

    Community Health Network, Indiana, United States
    Competing interests
    The authors declare that no competing interests exist.
  9. Arnaud Bayle

    Gustave Roussy, Université Paris-Saclay, Gustave Roussy, Université Paris-Saclay, France
    Competing interests
    The authors declare that no competing interests exist.
  10. Robert Somer

    Cooper University Health Care, Camden, United States
    Competing interests
    The authors declare that no competing interests exist.
  11. Ana Fernández Cruz

    Unidad de Enfermedades Infecciosas, Servicio de Medicina Interna, Hospital Universitario, Puerta de Hierro, Spain
    Competing interests
    The authors declare that no competing interests exist.
  12. Edward Gorak

    Department of Hematology Oncology, Baptist Health, Jacksonville, United States
    Competing interests
    The authors declare that no competing interests exist.
  13. Arvinder Bhinder

    Ohio Health, Marion, United States
    Competing interests
    The authors declare that no competing interests exist.
  14. Mori Nobuyoshi

    St. Luke's International Hospital, Tokyo, Japan
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-8815-5135
  15. Nelson Hamerschlak

    Hospital Israelita Albert Einstein, Sao Paulo, Brazil
    Competing interests
    The authors declare that no competing interests exist.
  16. Samuel Shelanski

    Banner MD Anderson Cancer Center, Greeley, United States
    Competing interests
    The authors declare that no competing interests exist.
  17. Tomislav Dragovich

    Banner MD Anderson, Gilbert, United States
    Competing interests
    The authors declare that no competing interests exist.
  18. Elise Vong

    Tan Tock Seng Hospital, Singapore, Singapore
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-8870-1391
  19. Suha Fakhreddine

    Rafik Hariri University Hospital, Beirut, Lebanon
    Competing interests
    The authors declare that no competing interests exist.
  20. Abi Hanna Pierre

    Rafik Hariri University Hospital, Beirut, Lebanon
    Competing interests
    The authors declare that no competing interests exist.
  21. Roy F Chemaly

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  22. Victor Mulanovich

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  23. Javier Adachi

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  24. Jovan Borjan

    Pharmacy Clinical Programs, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  25. Fareed Khawaja

    Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  26. Bruno Granwehr

    Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  27. Teny John

    Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  28. Eduardo Yepez

    Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  29. Harrys Torres

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  30. Natraj Reddy Ammakkanavar

    Community Health Network, Indianapolis, United States
    Competing interests
    The authors declare that no competing interests exist.
  31. Marcel Yibirin

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  32. Cielito Reyes-Gibby

    Emergency Medicine-Research, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-4500-6476
  33. Mala Pande

    Gastroenterology Research, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  34. Noman Ali

    Hospital Medicine, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  35. Raniv Rojo

    Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  36. Shahnoor Ali

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  37. Rita Deeba

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  38. Patrick Chaftari

    Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  39. Takahiro Matsuo

    St. Luke's International Hospital, Tokyo, Japan
    Competing interests
    The authors declare that no competing interests exist.
  40. Kazuhiro Ishikawa

    St. Luke's International Hospital, Tokyo, Japan
    Competing interests
    The authors declare that no competing interests exist.
  41. Ryo Hasegawa

    St. Luke's International Hospital, Tokyo, Japan
    Competing interests
    The authors declare that no competing interests exist.
  42. Ramón Aguado-Noya

    Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
    Competing interests
    The authors declare that no competing interests exist.
  43. ‪Alvaro García‬

    St. Lukes Hospital, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  44. Cristina Traseira Puchol

    Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
    Competing interests
    The authors declare that no competing interests exist.
  45. Dong-Gun  Lee

    The Catholic University of Korea, Seoul, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  46. Monica Slavin

    Peter MacCallum Cancer Centre, Victoria, Australia
    Competing interests
    The authors declare that no competing interests exist.
  47. Benjamin Teh

    Peter MacCallum Cancer Centre, Victoria, Australia
    Competing interests
    The authors declare that no competing interests exist.
  48. Cesar A Arias

    Houston Methodist, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  49. Data-Driven Determinants for COVID-19 Oncology Discovery Effort (D3CODE) Team

    UT MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  50. Prof. Dimitrios P. Kontoyiannis

    The University of Texas MD Anderson Cancer Center,, Houston
    Competing interests
    The authors declare that no competing interests exist.
  51. Alexandre E Malek

    Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, United States
    Competing interests
    The authors declare that no competing interests exist.
  52. Anne-Marie Chaftari

    Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, United States
    For correspondence
    achaftari@mdanderson.org
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-8097-8452

Funding

National Cancer Institute

  • Issam I Raad

NIH Clinical Center

  • Issam I Raad

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Reviewing Editor

  1. Samra Turajlic, The Francis Crick Institute, United Kingdom

Ethics

Human subjects: This study (Protocol # 2020-0437) was approved by the institutional review board at MD Anderson Cancer Center and the institutional review boards of the collaborating centers. A patient waiver of informed consent was obtained.

Version history

  1. Received: June 24, 2022
  2. Preprint posted: August 26, 2022 (view preprint)
  3. Accepted: January 16, 2023
  4. Accepted Manuscript published: January 30, 2023 (version 1)
  5. Version of Record published: March 2, 2023 (version 2)

Copyright

© 2023, Raad et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

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  1. Issam I Raad
  2. Ray Hachem
  3. Nigo Masayuki
  4. Tarcila Datoguia
  5. Hiba Dagher
  6. Ying Jiang
  7. Vivek Subbiah
  8. Bilal Siddiqui
  9. Arnaud Bayle
  10. Robert Somer
  11. Ana Fernández Cruz
  12. Edward Gorak
  13. Arvinder Bhinder
  14. Mori Nobuyoshi
  15. Nelson Hamerschlak
  16. Samuel Shelanski
  17. Tomislav Dragovich
  18. Elise Vong
  19. Suha Fakhreddine
  20. Abi Hanna Pierre
  21. Roy F Chemaly
  22. Victor Mulanovich
  23. Javier Adachi
  24. Jovan Borjan
  25. Fareed Khawaja
  26. Bruno Granwehr
  27. Teny John
  28. Eduardo Yepez
  29. Harrys Torres
  30. Natraj Reddy Ammakkanavar
  31. Marcel Yibirin
  32. Cielito Reyes-Gibby
  33. Mala Pande
  34. Noman Ali
  35. Raniv Rojo
  36. Shahnoor Ali
  37. Rita Deeba
  38. Patrick Chaftari
  39. Takahiro Matsuo
  40. Kazuhiro Ishikawa
  41. Ryo Hasegawa
  42. Ramón Aguado-Noya
  43. ‪Alvaro García‬
  44. Cristina Traseira Puchol
  45. Dong-Gun  Lee
  46. Monica Slavin
  47. Benjamin Teh
  48. Cesar A Arias
  49. Data-Driven Determinants for COVID-19 Oncology Discovery Effort (D3CODE) Team
  50. Prof. Dimitrios P. Kontoyiannis
  51. Alexandre E Malek
  52. Anne-Marie Chaftari
(2023)
International multicenter study comparing COVID-19 in patients with cancer to patients without cancer: impact of risk factors and treatment modalities on survivorship
eLife 12:e81127.
https://doi.org/10.7554/eLife.81127

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https://doi.org/10.7554/eLife.81127

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