Evidence map›Paper›PMID 37846664›Full record

ArticleeLife2023

Clinical characteristics, racial inequities, and outcomes in patients with breast cancer and COVID-19: A COVID-19 and cancer consortium (CCC19) cohort study.

Gayathri Nagaraj, Shaveta Vinayak, Ali Raza Khaki, Tianyi Sun, Nicole M Kuderer, David M Aboulafia, Jared D Acoba, Joy Awosika, Ziad Bakouny, Nicole B Balmaceda and 88 more

Registry-linked trialAbstract read
In one paragraph

Article in eLife, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04354701 (The COVID-19 and Cancer Consortium), which is not on this map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04354701 active not recruitingnot on this map

The COVID-19 and Cancer Consortium (CCC19) Registry

Typeobservational_patient_registrySponsorVanderbilt-Ingram Cancer CenterRan2020 to 2029Enrolled19,275ConditionsCOVID-19, Invasive Malignancy (Any Type)ArmsWeb-based REDCap survey
3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. [Incidence of COVID-19 in cancer patients from the HIGA Alende, Mar del Plata, Argentina, 2020-2021]Revista de la Facultad de Ciencias Medicas (Cordoba, Argentina) · 2025
    Article
  2. Article
  3. Breast cancer: Epidemiology, risk factors and screening.Chinese journal of cancer research = Chung-kuo yen cheng yen chiu · 2023
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

98 authors.

Gayathri NagarajLoma Linda University Cancer Center, Loma Linda, United States.ORCID 0000-0002-7586-6920
Shaveta VinayakFred Hutchinson Cancer Research Center, Seattle, United States.
Ali Raza KhakiStanford University, Palo Alto, United States.
Tianyi SunVanderbilt University Medical Center, Nashville, United States.ORCID 0009-0005-2695-0885
Nicole M KudererUniversity of Washington, Seattle, United States.
David M AboulafiaVirginia Mason Cancer Institute, Seattle, United States.
Jared D AcobaUniversity of Hawaii Cancer Center, Honolulu, United States.
Joy AwosikaUniversity of Cincinnati Cancer Center, Cincinnati, United States.
Ziad BakounyDana-Farber Cancer Institute, Boston, United States.
Nicole B BalmacedaThe University of Kansas Cancer Center, Kansas City, United States.
Ting BaoMemorial Sloan Kettering Cancer Center, New York, United States.
Babar BashirSidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University, Philadelphia, United States.
Stephanie BergLoyola University Medical Center, Maywood, United States.
Mehmet A BilenWinship Cancer Institute, Emory University, Atlanta, United States.
Poorva BindalBeth Israel Deaconess Medical Center, Boston, United States.
Sibel BlauNorthwest Medical Specialties, Tacoma, United States.
Brianne E BodinHerbert Irving Comprehensive Cancer Center, Columbia University, New York, United States.
Hala T BornoHelen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, United States.
Cecilia CastellanoWinship Cancer Institute, Emory University, Atlanta, United States.
Horyun ChoiUniversity of Hawaii Cancer Center, Honolulu, United States.
John DeekenInova Schar Cancer Institute, Fairfax, United States.
Aakash DesaiMayo Clinic, Rochester, United States.
Natasha EdwinThedaCare Cancer Care, Appleton, United States.
Lawrence E FeldmanUniversity of Illinois Hospital & Health Sciences System, Chicago, United States.
Daniel B FloraSt. Elizabeth Healthcare, Edgewood, United States.
Christopher R FrieseRogel Cancer Center, University of Michigan-Ann Arbor, Ann Arbor, United States.
Matthew D GalskyTisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, United States.
Cyndi J GonzalezRogel Cancer Center, University of Michigan-Ann Arbor, Ann Arbor, United States.
Petros GrivasFred Hutchinson Cancer Research Center, Seattle, United States.
Shilpa GuptaCleveland Clinic, Cleveland, United States.
Marcy HaynamThe Ohio State University Comprehensive Cancer Center, Columbus, United States.
Hannah HeilmanUniversity of Cincinnati Cancer Center, Cincinnati, United States.
Dawn L HershmanHerbert Irving Comprehensive Cancer Center, Columbia University, New York, United States.
Clara HwangHenry Ford Cancer Institute, Henry Ford Hospital, Detroit, United States.ORCID 0000-0002-0998-323X
Chinmay JaniMount Auburn Hospital, Cambridge, United States.
Sachin R JhawarThe Ohio State University Comprehensive Cancer Center, Columbus, United States.
Monika JoshiPenn State Health St Joseph Cancer Center, Reading, United States.
Virginia KaklamaniMays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer Center, San Antonio, United States.
Elizabeth J KleinLifespan Cancer Institute, Brown University, Providence, United States.
Natalie KnoxStritch School of Medicine, Loyola University, Maywood, United States.
Vadim S KoshkinHelen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, United States.
Amit A KulkarniMasonic Cancer Center, University of Minnesota, Minneapolis, United States.
Daniel H KwonHelen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, United States.
Chris LabakiDana-Farber Cancer Institute, Boston, United States.
Philip E LammersBaptist Cancer Center, Memphis, United States.
Kate I LathropMays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer Center, San Antonio, United States.
Mark A LewisIntermountain Healthcare, Salt Lake City, United States.
Xuanyi LiVanderbilt University Medical Center, Nashville, United States.
Gilbert de Lima LopesSylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, United States.
Gary H LymanFred Hutchinson Cancer Research Center, Seattle, United States.
Della F MakowerMontefiore Medical Center, Albert Einstein College of Medicine, Bronx, United States.
Abdul-Hai MansoorKaiser Permanente Northwest, Portland, United States.
Merry-Jennifer MarkhamDivision of Hematology and Oncology, University of Florida Health Cancer Center, Gainesville, United States.
Sandeep H MashruKaiser Permanente Northwest, Portland, United States.
Rana R McKayMoores Cancer Center, University of California, San Diego, San Diego, United States.
Ian MessingDivision of Radiation Oncology, George Washington University, Washington, United States.
Vasil MicoSidney Kimmel Comprehensive Cancer Center, Thomas Jefferson University, Philadelphia, United States.
Rajani NadkarniHartford HealthCare Cancer Institute, Hartford, United States.
Swathi NamburiNorthwest Medical Specialties, Tacoma, United States.
Ryan H NguyenUniversity of Illinois Hospital & Health Sciences System, Chicago, United States.
Taylor Kristian NonatoMoores Cancer Center, University of California, San Diego, San Diego, United States.
Tracey Lynn O'ConnorRoswell Park Comprehensive Cancer Center, Buffalo, United States.
Orestis A PanagiotouLifespan Cancer Institute, Brown University, Providence, United States.
Kyu ParkLoma Linda University Cancer Center, Loma Linda, United States.
Jaymin M PatelBeth Israel Deaconess Medical Center, Boston, United States.
Kanishka GopikaBimal PatelUC Davis Comprehensive Cancer Center, University of California, Davis, Davis, United States.
Jeffrey PeppercornMassachusetts General Hospital, Boston, United States.
Hyma PolimeraPenn State Health St Joseph Cancer Center, Reading, United States.
Matthew PucVirtua Health, Marlton, United States.ORCID 0000-0002-9281-2262
Yuan James RaoDivision of Radiation Oncology, George Washington University, Washington, United States.
Pedram RazaviMoores Cancer Center, University of California, San Diego, San Diego, United States.
Sonya A ReidVanderbilt University Medical Center, Nashville, United States.
Jonathan W RiessUC Davis Comprehensive Cancer Center, University of California, Davis, Davis, United States.
Donna R RiveraDivision of Cancer Control and Population Sciences, National Cancer Institute, Rockville, United States.
Mark RobsonMemorial Sloan Kettering Cancer Center, New York, United States.
Suzanne J RoseCarl & Dorothy Bennett Cancer Center, Stamford Hospital, Stamford, United States.
Atlantis D RussDivision of Hematology and Oncology, University of Florida Health Cancer Center, Gainesville, United States.
Lidia SchapiraStanford University, Palo Alto, United States.
Pankil K ShahMays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer Center, San Antonio, United States.
M Kelly ShanahanMETAvivor, Annapolis, United States.
Lauren C ShapiroMontefiore Medical Center, Albert Einstein College of Medicine, Bronx, United States.
Melissa SmitsThedaCare Cancer Care, Appleton, United States.
Daniel G StoverThe Ohio State University Comprehensive Cancer Center, Columbus, United States.
Mitrianna StreckfussAurora Cancer Care, Advocate Aurora Health, Milwaukee, United States.
Lisa TachikiFred Hutchinson Cancer Research Center, Seattle, United States.
Michael A ThompsonAurora Cancer Care, Advocate Aurora Health, Milwaukee, United States.
Sara M TolaneyDana-Farber Cancer Institute, Boston, United States.
Lisa B WeissmannMount Auburn Hospital, Cambridge, United States.
Grace WilsonMasonic Cancer Center, University of Minnesota, Minneapolis, United States.
Michael T WotmanTisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, United States.
Elizabeth M Wulff-BurchfieldThe University of Kansas Cancer Center, Kansas City, United States.
Sanjay MishraVanderbilt University Medical Center, Nashville, United States.ORCID 0000-0002-7775-9600
Benjamin FrenchVanderbilt University Medical Center, Nashville, United States.
Jeremy L WarnerVanderbilt University Medical Center, Nashville, United States.
Maryam B LustbergYale Cancer Center, Yale University School of Medicine, New Haven, United States.
Melissa K AccordinoHerbert Irving Comprehensive Cancer Center, Columbia University, New York, United States.ORCID 0000-0002-4156-7279
Dimpy P ShahMays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer Center, San Antonio, United States.
COVID-19 and Cancer Consortium

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
XenograftP30CA046592 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI THEODORE S LAWRENCE · 1988 to 2026
$178.2M
Tumor Immunology and Microenvironment Research ProgramP30CA068485 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI MATTHEW J TYSKA · 1995 to 2026
$172.8M
VIRAL MALIGNANCYP30CA023100 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI DIANE M SIMEONE · 1985 to 2026
$124.9M
Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
TISSUE CULTURE---COREP30CA054174 · NCI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI Lei Zheng · 1991 to 2026
$59.1M
The Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR000445 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$41.4M
The Hawaii NCORPUG1CA189804 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI Jared Acoba, Jeffrey Lee Berenberg · 2014 to 2026
$15.7M
Institutional Career Development Core (KL2)KL2TR002646 · NCATS · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI TSEVAT, JOEL · 2018 to 2022
$3.4M
NCATS NIH HHS KL2 TR002646NCATS NIH HHS UL1 TR000445NCATS NIH HHS UL1 TR001863NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA023100NCI NIH HHS P30 CA046592NCI NIH HHS P30 CA054174NCI NIH HHS P30 CA068485NCI NIH HHS UG1 CA189804
6 · The paper itself

Abstract

Background: Limited information is available for patients with breast cancer (BC) and coronavirus disease 2019 (COVID-19), especially among underrepresented racial/ethnic populations. Methods: This is a COVID-19 and Cancer Consortium (CCC19) registry-based retrospective cohort study of females with active or history of BC and laboratory-confirmed severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection diagnosed between March 2020 and June 2021 in the US. Primary outcome was COVID-19 severity measured on a five-level ordinal scale, including none of the following complications, hospitalization, intensive care unit admission, mechanical ventilation, and all-cause mortality. Multivariable ordinal logistic regression model identified characteristics associated with COVID-19 severity. Results: 1383 female patient records with BC and COVID-19 were included in the analysis, the median age was 61 years, and median follow-up was 90 days. Multivariable analysis revealed higher odds of COVID-19 severity for older age (aOR per decade, 1.48 [95% CI, 1.32-1.67]); Black patients (aOR 1.74; 95 CI 1.24-2.45), Asian Americans and Pacific Islander patients (aOR 3.40; 95 CI 1.70-6.79) and Other (aOR 2.97; 95 CI 1.71-5.17) racial/ethnic groups; worse ECOG performance status (ECOG PS ≥2: aOR, 7.78 [95% CI, 4.83-12.5]); pre-existing cardiovascular (aOR, 2.26 [95% CI, 1.63-3.15])/pulmonary comorbidities (aOR, 1.65 [95% CI, 1.20-2.29]); diabetes mellitus (aOR, 2.25 [95% CI, 1.66-3.04]); and active and progressing cancer (aOR, 12.5 [95% CI, 6.89-22.6]). Hispanic ethnicity, timing, and type of anti-cancer therapy modalities were not significantly associated with worse COVID-19 outcomes. The total all-cause mortality and hospitalization rate for the entire cohort was 9% and 37%, respectively however, it varied according to the BC disease status. Conclusions: Using one of the largest registries on cancer and COVID-19, we identified patient and BC-related factors associated with worse COVID-19 outcomes. After adjusting for baseline characteristics, underrepresented racial/ethnic patients experienced worse outcomes compared to non-Hispanic White patients. Funding: This study was partly supported by National Cancer Institute grant number P30 CA068485 to Tianyi Sun, Sanjay Mishra, Benjamin French, Jeremy L Warner; P30-CA046592 to Christopher R Friese; P30 CA023100 for Rana R McKay; P30-CA054174 for Pankil K Shah and Dimpy P Shah; KL2 TR002646 for Pankil Shah and the American Cancer Society and Hope Foundation for Cancer Research (MRSG-16-152-01-CCE) and P30-CA054174 for Dimpy P Shah. REDCap is developed and supported by Vanderbilt Institute for Clinical and Translational Research grant support (UL1 TR000445 from NCATS/NIH). The funding sources had no role in the writing of the manuscript or the decision to submit it for publication. Clinical trial number: CCC19 registry is registered on ClinicalTrials.gov, NCT04354701.

Indexed as

Breast NeoplasmsCOVID-19Cohort StudiesFemaleHumansMiddle AgedRetrospective StudiesSARS-CoV-2United Statesbreast cancerCOVID-19epidemiologyglobal healthhumanoncologypandemicracial inequitiesSARS-CoV-2

Identifiers

PMID37846664
PMCPMC10637772

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.