1
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Nagaraj G, Vinayak S, Khaki AR, Sun T, Kuderer NM, Aboulafia DM, Acoba JD, Awosika J, Bakouny Z, Balmaceda NB, Bao T, Bashir B, Berg S, Bilen MA, Bindal P, Blau S, Bodin BE, Borno HT, Castellano C, Choi H, Deeken J, Desai A, Edwin N, Feldman LE, Flora DB, Friese CR, Galsky MD, Gonzalez CJ, Grivas P, Gupta S, Haynam M, Heilman H, Hershman DL, Hwang C, Jani C, Jhawar SR, Joshi M, Kaklamani V, Klein EJ, Knox N, Koshkin VS, Kulkarni AA, Kwon DH, Labaki C, Lammers PE, Lathrop KI, Lewis MA, Li X, Lopes GDL, Lyman GH, Makower DF, Mansoor AH, Markham MJ, Mashru SH, McKay RR, Messing I, Mico V, Nadkarni R, Namburi S, Nguyen RH, Nonato TK, O'Connor TL, Panagiotou OA, Park K, Patel JM, Patel KG, Peppercorn J, Polimera H, Puc M, Rao YJ, Razavi P, Reid SA, Riess JW, Rivera DR, Robson M, Rose SJ, Russ AD, Schapira L, Shah PK, Shanahan MK, Shapiro LC, Smits M, Stover DG, Streckfuss M, Tachiki L, Thompson MA, Tolaney SM, Weissmann LB, Wilson G, Wotman MT, Wulff-Burchfield EM, Mishra S, French B, Warner JL, Lustberg MB, Accordino MK, Shah DP. Clinical characteristics, racial inequities, and outcomes in patients with breast cancer and COVID-19: A COVID-19 and cancer consortium (CCC19) cohort study. eLife 2023; 12:e82618. [PMID: 37846664 PMCID: PMC10637772 DOI: 10.7554/elife.82618] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 09/18/2023] [Indexed: 10/18/2023] Open
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.
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Affiliation(s)
| | - Shaveta Vinayak
- Fred Hutchinson Cancer Research CenterSeattleUnited States
- University of WashingtonSeattleUnited States
- Seattle Cancer Care AllianceSeattleUnited States
| | | | - Tianyi Sun
- Vanderbilt University Medical CenterNashvilleUnited States
| | - Nicole M Kuderer
- University of WashingtonSeattleUnited States
- Advanced Cancer Research GroupKirklandUnited States
| | | | - Jared D Acoba
- University of Hawaii Cancer CenterHonoluluUnited States
| | - Joy Awosika
- University of Cincinnati Cancer CenterCincinnatiUnited States
| | | | | | - Ting Bao
- Memorial Sloan Kettering Cancer CenterNew YorkUnited States
| | - Babar Bashir
- Sidney Kimmel Comprehensive Cancer Center, Thomas Jefferson UniversityPhiladelphiaUnited States
| | | | - Mehmet A Bilen
- Winship Cancer Institute, Emory UniversityAtlantaUnited States
| | - Poorva Bindal
- Beth Israel Deaconess Medical CenterBostonUnited States
| | - Sibel Blau
- Northwest Medical SpecialtiesTacomaUnited States
| | - Brianne E Bodin
- Herbert Irving Comprehensive Cancer Center, Columbia UniversityNew YorkUnited States
| | - Hala T Borno
- Helen Diller Family Comprehensive Cancer Center, University of California, San FranciscoSan FranciscoUnited States
| | | | - Horyun Choi
- University of Hawaii Cancer CenterHonoluluUnited States
| | - John Deeken
- Inova Schar Cancer InstituteFairfaxUnited States
| | | | | | - Lawrence E Feldman
- University of Illinois Hospital & Health Sciences SystemChicagoUnited States
| | | | | | - Matthew D Galsky
- Tisch Cancer Institute, Icahn School of Medicine at Mount SinaiNew YorkUnited States
| | - Cyndi J Gonzalez
- Rogel Cancer Center, University of Michigan-Ann ArborAnn ArborUnited States
| | - Petros Grivas
- Fred Hutchinson Cancer Research CenterSeattleUnited States
- University of WashingtonSeattleUnited States
- Seattle Cancer Care AllianceSeattleUnited States
| | | | - Marcy Haynam
- The Ohio State University Comprehensive Cancer CenterColumbusUnited States
| | - Hannah Heilman
- University of Cincinnati Cancer CenterCincinnatiUnited States
| | - Dawn L Hershman
- Herbert Irving Comprehensive Cancer Center, Columbia UniversityNew YorkUnited States
| | - Clara Hwang
- Henry Ford Cancer Institute, Henry Ford HospitalDetroitUnited States
| | | | - Sachin R Jhawar
- The Ohio State University Comprehensive Cancer CenterColumbusUnited States
| | - Monika Joshi
- Penn State Health St Joseph Cancer CenterReadingUnited States
| | - Virginia Kaklamani
- Mays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer CenterSan AntonioUnited States
| | | | - Natalie Knox
- Stritch School of Medicine, Loyola UniversityMaywoodUnited States
| | - Vadim S Koshkin
- Helen Diller Family Comprehensive Cancer Center, University of California, San FranciscoSan FranciscoUnited States
| | - Amit A Kulkarni
- Masonic Cancer Center, University of MinnesotaMinneapolisUnited States
| | - Daniel H Kwon
- Helen Diller Family Comprehensive Cancer Center, University of California, San FranciscoSan FranciscoUnited States
| | | | | | - Kate I Lathrop
- Mays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer CenterSan AntonioUnited States
| | - Mark A Lewis
- Intermountain HealthcareSalt Lake CityUnited States
| | - Xuanyi Li
- Vanderbilt University Medical CenterNashvilleUnited States
| | - Gilbert de Lima Lopes
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of MedicineMiamiUnited States
| | - Gary H Lyman
- Fred Hutchinson Cancer Research CenterSeattleUnited States
- University of WashingtonSeattleUnited States
- Seattle Cancer Care AllianceSeattleUnited States
| | - Della F Makower
- Montefiore Medical Center, Albert Einstein College of MedicineBronxUnited States
| | | | - Merry-Jennifer Markham
- Division of Hematology and Oncology, University of Florida Health Cancer CenterGainesvilleUnited States
| | | | - Rana R McKay
- Moores Cancer Center, University of California, San DiegoSan DiegoUnited States
| | - Ian Messing
- Division of Radiation Oncology, George Washington UniversityWashingtonUnited States
| | - Vasil Mico
- Sidney Kimmel Comprehensive Cancer Center, Thomas Jefferson UniversityPhiladelphiaUnited States
| | | | | | - Ryan H Nguyen
- University of Illinois Hospital & Health Sciences SystemChicagoUnited States
| | | | | | | | - Kyu Park
- Loma Linda University Cancer CenterLoma LindaUnited States
| | | | | | | | - Hyma Polimera
- Penn State Health St Joseph Cancer CenterReadingUnited States
| | | | - Yuan James Rao
- Division of Radiation Oncology, George Washington UniversityWashingtonUnited States
| | - Pedram Razavi
- Moores Cancer Center, University of California, San DiegoSan DiegoUnited States
| | - Sonya A Reid
- Vanderbilt University Medical CenterNashvilleUnited States
| | - Jonathan W Riess
- UC Davis Comprehensive Cancer Center, University of California, DavisDavisUnited States
| | - Donna R Rivera
- Division of Cancer Control and Population Sciences, National Cancer InstituteRockvilleUnited States
| | - Mark Robson
- Memorial Sloan Kettering Cancer CenterNew YorkUnited States
| | - Suzanne J Rose
- Carl & Dorothy Bennett Cancer Center, Stamford HospitalStamfordUnited States
| | - Atlantis D Russ
- Division of Hematology and Oncology, University of Florida Health Cancer CenterGainesvilleUnited States
| | | | - Pankil K Shah
- Mays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer CenterSan AntonioUnited States
| | | | - Lauren C Shapiro
- Montefiore Medical Center, Albert Einstein College of MedicineBronxUnited States
| | | | - Daniel G Stover
- The Ohio State University Comprehensive Cancer CenterColumbusUnited States
| | | | - Lisa Tachiki
- Fred Hutchinson Cancer Research CenterSeattleUnited States
- University of WashingtonSeattleUnited States
- Seattle Cancer Care AllianceSeattleUnited States
| | | | | | | | - Grace Wilson
- Masonic Cancer Center, University of MinnesotaMinneapolisUnited States
| | - Michael T Wotman
- Tisch Cancer Institute, Icahn School of Medicine at Mount SinaiNew YorkUnited States
| | | | - Sanjay Mishra
- Vanderbilt University Medical CenterNashvilleUnited States
| | | | | | - Maryam B Lustberg
- Yale Cancer Center, Yale University School of MedicineNew HavenUnited States
| | - Melissa K Accordino
- Herbert Irving Comprehensive Cancer Center, Columbia UniversityNew YorkUnited States
| | - Dimpy P Shah
- Mays Cancer Center, The University of Texas Health San Antonio MD Anderson Cancer CenterSan AntonioUnited States
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Nagaraj G, Vinayak S, Khaki AR, Sun T, Kuderer NM, Aboulafia DM, Acoba JD, Awosika J, Bakouny Z, Balmaceda NB, Bao T, Bashir B, Berg S, Bilen MA, Bindal P, Blau S, Bodin BE, Borno HT, Castellano C, Choi H, Deeken J, Desai A, Edwin N, Feldman LE, Flora DB, Friese CR, Galsky MD, Gonzalez CJ, Grivas P, Gupta S, Haynam M, Heilman H, Hershman DL, Hwang C, Jani C, Jhawar SR, Joshi M, Kaklamani V, Klein EJ, Knox N, Koshkin VS, Kulkarni AA, Kwon DH, Labaki C, Lammers PE, Lathrop KI, Lewis MA, Li X, de Lima Lopes G, Lyman GH, Makower DF, Mansoor AH, Markham MJ, Mashru SH, McKay RR, Messing I, Mico V, Nadkarni R, Namburi S, Nguyen RH, Nonato TK, O’Connor TL, Panagiotou OA, Park K, Patel JM, Patel KG, Peppercorn J, Polimera H, Puc M, Rao YJ, Razavi P, Reid SA, Riess JW, Rivera DR, Robson M, Rose SJ, Russ AD, Schapira L, Shah PK, Shanahan MK, Shapiro LC, Smits M, Stover DG, Streckfuss M, Tachiki L, Thompson MA, Tolaney SM, Weissmann LB, Wilson G, Wotman MT, Wulff-Burchfield EM, Mishra S, French B, Warner JL, Lustberg MB, Accordino MK, Shah DP. Clinical Characteristics, Racial Inequities, and Outcomes in Patients with Breast Cancer and COVID-19: A COVID-19 and Cancer Consortium (CCC19) Cohort Study. medRxiv 2023:2023.03.09.23287038. [PMID: 37205429 PMCID: PMC10187350 DOI: 10.1101/2023.03.09.23287038] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
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 1,383 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.
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Affiliation(s)
| | - Shaveta Vinayak
- Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
- Seattle Cancer Care Alliance, Seattle, WA
| | | | - Tianyi Sun
- Vanderbilt University Medical Center, Nashville, TN
| | - Nicole M. Kuderer
- University of Washington, Seattle, WA
- Advanced Cancer Research Group, Kirkland, WA
| | | | | | - Joy Awosika
- University of Cincinnati Cancer Center, Cincinnati, OH
| | | | | | - Ting Bao
- Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Babar Bashir
- Sidney Kimmel Cancer Center at Thomas Jefferson University, Philadelphia, PA
| | | | | | | | - Sibel Blau
- Northwest Medical Specialties, Tacoma, WA
| | - Brianne E. Bodin
- Herbert Irving Comprehensive Cancer Center at Columbia University, New York, NY
| | - Hala T. Borno
- UCSF Helen Diller Family Comprehensive Cancer Center at the University of California at San Francisco, San Francisco, CA
| | | | - Horyun Choi
- University of Hawaii Cancer Center, Honolulu, HI
| | | | | | | | | | | | | | - Matthew D. Galsky
- Tisch Cancer Institute at the Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Petros Grivas
- Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
- Seattle Cancer Care Alliance, Seattle, WA
| | | | - Marcy Haynam
- The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | | | - Dawn L. Hershman
- Herbert Irving Comprehensive Cancer Center at Columbia University, New York, NY
| | - Clara Hwang
- Henry Ford Cancer Institute, Henry Ford Hospital, Detroit, MI
| | | | - Sachin R. Jhawar
- The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | | | - Virginia Kaklamani
- Mays Cancer Center at UT Health San Antonio MD Anderson Cancer Center, San Antonio, TX
| | | | - Natalie Knox
- Stritch School of Medicine at Loyola University, Maywood, IL
| | - Vadim S. Koshkin
- UCSF Helen Diller Family Comprehensive Cancer Center at the University of California at San Francisco, San Francisco, CA
| | - Amit A. Kulkarni
- Masonic Cancer Center at the University of Minnesota, Minneapolis, MN
| | - Daniel H. Kwon
- UCSF Helen Diller Family Comprehensive Cancer Center at the University of California at San Francisco, San Francisco, CA
| | | | | | - Kate I. Lathrop
- Mays Cancer Center at UT Health San Antonio MD Anderson Cancer Center, San Antonio, TX
| | | | - Xuanyi Li
- Vanderbilt University Medical Center, Nashville, TN
| | - Gilberto de Lima Lopes
- Sylvester Comprehensive Cancer Center at the University of Miami Miller School of Medicine, Miami, FL
| | - Gary H. Lyman
- Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
- Seattle Cancer Care Alliance, Seattle, WA
| | - Della F. Makower
- Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | | | - Merry-Jennifer Markham
- University of Florida, Division of Hematology and Oncology, UF Health Cancer Center, Gainesville, FL
| | | | - Rana R. McKay
- Moores Cancer Center, University of California, San Diego, CA
| | - Ian Messing
- Division of Radiation Oncology, George Washington University, Washington, DC
| | - Vasil Mico
- Sidney Kimmel Cancer Center at Thomas Jefferson University, Philadelphia, PA
| | | | | | - Ryan H. Nguyen
- University of Illinois Hospital & Health Sciences System, Chicago, IL
| | | | | | | | - Kyu Park
- Loma Linda University Cancer Center, Loma Linda, CA
| | | | | | | | | | | | - Yuan James Rao
- Division of Radiation Oncology, George Washington University, Washington, DC
| | - Pedram Razavi
- Moores Cancer Center, University of California, San Diego, CA
| | | | - Jonathan W. Riess
- UC Davis Comprehensive Cancer Center at the University of California at Davis, CA
| | - Donna R. Rivera
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, USA
| | - Mark Robson
- Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Suzanne J. Rose
- Carl & Dorothy Bennett Cancer Center at Stamford Hospital, Stamford, CT
| | - Atlantis D. Russ
- University of Florida, Division of Hematology and Oncology, UF Health Cancer Center, Gainesville, FL
| | | | - Pankil K. Shah
- Mays Cancer Center at UT Health San Antonio MD Anderson Cancer Center, San Antonio, TX
| | | | - Lauren C. Shapiro
- Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | | | - Daniel G. Stover
- The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | | | - Lisa Tachiki
- Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
- Seattle Cancer Care Alliance, Seattle, WA
| | | | | | | | - Grace Wilson
- Masonic Cancer Center at the University of Minnesota, Minneapolis, MN
| | - Michael T. Wotman
- Tisch Cancer Institute at the Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | | | | | | | | | - Dimpy P. Shah
- Mays Cancer Center at UT Health San Antonio MD Anderson Cancer Center, San Antonio, TX
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Bakouny Z, Labaki C, Grover P, Awosika J, Gulati S, Hsu CY, Alimohamed SI, Bashir B, Berg S, Bilen MA, Bowles D, Castellano C, Desai A, Elkrief A, Eton OE, Fecher LA, Flora D, Galsky MD, Gatti-Mays ME, Gesenhues A, Glover MJ, Gopalakrishnan D, Gupta S, Halfdanarson TR, Hayes-Lattin B, Hendawi M, Hsu E, Hwang C, Jandarov R, Jani C, Johnson DB, Joshi M, Khan H, Khan SA, Knox N, Koshkin VS, Kulkarni AA, Kwon DH, Matar S, McKay RR, Mishra S, Moria FA, Nizam A, Nock NL, Nonato TK, Panasci J, Pomerantz L, Portuguese AJ, Provenzano D, Puc M, Rao YJ, Rhodes TD, Riely GJ, Ripp JJ, Rivera AV, Ruiz-Garcia E, Schmidt AL, Schoenfeld AJ, Schwartz GK, Shah SA, Shaya J, Subbiah S, Tachiki LM, Tucker MD, Valdez-Reyes M, Weissmann LB, Wotman MT, Wulff-Burchfield EM, Xie Z, Yang YJ, Thompson MA, Shah DP, Warner JL, Shyr Y, Choueiri TK, Wise-Draper TM, Gandhi R, Gartrell BA, Goel S, Halmos B, Makower DF, O' Sullivan D, Ohri N, Portes M, Shapiro LC, Shastri A, Sica RA, Verma AK, Butt O, Campian JL, Fiala MA, Henderson JP, Monahan RS, Stockerl-Goldstein KE, Zhou AY, Bitran JD, Hallmeyer S, Mundt D, Pandravada S, Papaioannou PV, Patel M, Streckfuss M, Tadesse E, Gatson NTN, Kundranda MN, Lammers PE, Loree JM, Yu IS, Bindal P, Lam B, Peters MLB, Piper-Vallillo AJ, Egan PC, Farmakiotis D, Arvanitis P, Klein EJ, Olszewski AJ, Vieira K, Angevine AH, Bar MH, Del Prete SA, Fiebach MZ, Gulati AP, Hatton E, Houston K, Rose SJ, Steve Lo KM, Stratton J, Weinstein PL, Garcia JA, Routy B, Hoyo-Ulloa I, Dawsey SJ, Lemmon CA, Pennell NA, Sharifi N, Painter CA, Granada C, Hoppenot C, Li A, Bitterman DS, Connors JM, Demetri GD, Florez (Duma) N, Freeman DA, Giordano A, Morgans AK, Nohria A, Saliby RM, Tolaney SM, Van Allen EM, Xu WV, Zon RL, Halabi S, Zhang T, Dzimitrowicz H, Leighton JC, Graber JJ, Grivas P, Hawley JE, Loggers ET, Lyman GH, Lynch RC, Nakasone ES, Schweizer MT, Vinayak S, Wagner MJ, Yeh A, Dansoa Y, Makary M, Manikowski JJ, Vadakara J, Yossef K, Beckerman J, Goyal S, Messing I, Rosenstein LJ, Steffes DR, Alsamarai S, Clement JM, Cosin JA, Daher A, Dailey ME, Elias R, Fein JA, Hosmer W, Jayaraj A, Mather J, Menendez AG, Nadkarni R, Serrano OK, Yu PP, Balanchivadze N, Gadgeel SM, Accordino MK, Bhutani D, Bodin BE, Hershman DL, Masson C, Alexander M, Mushtaq S, Reuben DY, Bernicker EH, Deeken JF, Jeffords KJ, Shafer D, Cárdenas AI, Cuervo Campos R, De-la-Rosa-Martinez D, Ramirez A, Vilar-Compte D, Gill DM, Lewis MA, Low CA, Jones MM, Mansoor AH, Mashru SH, Werner MA, Cohen AM, McWeeney S, Nemecek ER, Williamson SP, Peters S, Smith SJ, Lewis GC, Zaren HA, Akhtari M, Castillo DR, Cortez K, Lau E, Nagaraj G, Park K, Reeves ME, O'Connor TE, Altman J, Gurley M, Mulcahy MF, Wehbe FH, Durbin EB, Nelson HH, Ramesh V, Sachs Z, Wilson G, Bardia A, Boland G, Gainor JF, Peppercorn J, Reynolds KL, Rosovsky RP, Zubiri L, Bekaii-Saab TS, Joyner MJ, Riaz IB, Senefeld JW, Shah S, Ayre SK, Bonnen M, Mahadevan D, McKeown C, Mesa RA, Ramirez AG, Salazar M, Shah PK, Wang CP, Bouganim N, Papenburg J, Sabbah A, Tagalakis V, Vinh DC, Nanchal R, Singh H, Bahadur N, Bao T, Belenkaya R, Nambiar PH, O’Cearbhaill RE, Papadopoulos EB, Philip J, Robson M, Rosenberg JE, Wilkins CR, Tamimi R, Cerrone K, Dill J, Faller BA, Alomar ME, Chandrasekhar SA, Hume EC, Islam JY, Ajmera A, Brouha SS, Cabal A, Choi S, Hsiao A, Jiang JY, Kligerman S, Park J, Razavi P, Reid EG, Bhatt PS, Mariano MG, Thomson CC, Glace M(G, Knoble JL, Rink C, Zacks R, Blau SH, Brown C, Cantrell AS, Namburi S, Polimera HV, Rovito MA, Edwin N, Herz K, Kennecke HF, Monfared A, Sautter RR, Cronin T, Elshoury A, Fleissner B, Griffiths EA, Hernandez-Ilizaliturri F, Jain P, Kariapper A, Levine E, Moffitt M, O'Connor TL, Smith LJ, Wicher CP, Zsiros E, Jabbour SK, Misdary CF, Shah MR, Batist G, Cook E, Ferrario C, Lau S, Miller WH, Rudski L, Santos Dutra M, Wilchesky M, Mahmood SZ, McNair C, Mico V, Dixon B, Kloecker G, Logan BB, Mandapakala C, Cabebe EC, Jha A, Khaki AR, Nagpal S, Schapira L, Wu JTY, Whaley D, Lopes GDL, de Cardenas K, Russell K, Stith B, Taylor S, Klamerus JF, Revankar SG, Addison D, Chen JL, Haynam M, Jhawar SR, Karivedu V, Palmer JD, Pillainayagam C, Stover DG, Wall S, Williams NO, Abbasi SH, Annis S, Balmaceda NB, Greenland S, Kasi A, Rock CD, Luders M, Smits M, Weiss M, Chism DD, Owenby S, Ang C, Doroshow DB, Metzger M, Berenberg J, Uyehara C, Fazio A, Huber KE, Lashley LN, Sueyoshi MH, Patel KG, Riess J, Borno HT, Small EJ, Zhang S, Andermann TM, Jensen CE, Rubinstein SM, Wood WA, Ahmad SA, Brownfield L, Heilman H, Kharofa J, Latif T, Marcum M, Shaikh HG, Sohal DPS, Abidi M, Geiger CL, Markham MJ, Russ AD, Saker H, Acoba JD, Choi H, Rho YS, Feldman LE, Gantt G, Hoskins KF, Khan M, Liu LC, Nguyen RH, Pasquinelli MM, Schwartz C, Venepalli NK, Vikas P, Zakharia Y, Friese CR, Boldt A, Gonzalez CJ, Su C, Su CT, Yoon JJ, Bijjula R, Mavromatis BH, Seletyn ME, Wood BR, Zaman QU, Kaklamani V, Beeghly A, Brown AJ, Charles LJ, Cheng A, Crispens MA, Croessmann S, Davis EJ, Ding T, Duda SN, Enriquez KT, French B, Gillaspie EA, Hausrath DJ, Hennessy C, Lewis JT, Li X(L, Prescott LS, Reid SA, Saif S, Slosky DA, Solorzano CC, Sun T, Vega-Luna K, Wang LL, Aboulafia DM, Carducci TM, Goldsmith KJ, Van Loon S, Topaloglu U, Moore J, Rice RL, Cabalona WD, Cyr S, Barrow McCollough B, Peddi P, Rosen LR, Ravindranathan D, Hafez N, Herbst RS, LoRusso P, Lustberg MB, Masters T, Stratton C. Interplay of Immunosuppression and Immunotherapy Among Patients With Cancer and COVID-19. JAMA Oncol 2023; 9:128-134. [PMID: 36326731 PMCID: PMC9634600 DOI: 10.1001/jamaoncol.2022.5357] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 08/11/2022] [Indexed: 11/06/2022]
Abstract
Importance Cytokine storm due to COVID-19 can cause high morbidity and mortality and may be more common in patients with cancer treated with immunotherapy (IO) due to immune system activation. Objective To determine the association of baseline immunosuppression and/or IO-based therapies with COVID-19 severity and cytokine storm in patients with cancer. Design, Setting, and Participants This registry-based retrospective cohort study included 12 046 patients reported to the COVID-19 and Cancer Consortium (CCC19) registry from March 2020 to May 2022. The CCC19 registry is a centralized international multi-institutional registry of patients with COVID-19 with a current or past diagnosis of cancer. Records analyzed included patients with active or previous cancer who had a laboratory-confirmed infection with SARS-CoV-2 by polymerase chain reaction and/or serologic findings. Exposures Immunosuppression due to therapy; systemic anticancer therapy (IO or non-IO). Main Outcomes and Measures The primary outcome was a 5-level ordinal scale of COVID-19 severity: no complications; hospitalized without requiring oxygen; hospitalized and required oxygen; intensive care unit admission and/or mechanical ventilation; death. The secondary outcome was the occurrence of cytokine storm. Results The median age of the entire cohort was 65 years (interquartile range [IQR], 54-74) years and 6359 patients were female (52.8%) and 6598 (54.8%) were non-Hispanic White. A total of 599 (5.0%) patients received IO, whereas 4327 (35.9%) received non-IO systemic anticancer therapies, and 7120 (59.1%) did not receive any antineoplastic regimen within 3 months prior to COVID-19 diagnosis. Although no difference in COVID-19 severity and cytokine storm was found in the IO group compared with the untreated group in the total cohort (adjusted odds ratio [aOR], 0.80; 95% CI, 0.56-1.13, and aOR, 0.89; 95% CI, 0.41-1.93, respectively), patients with baseline immunosuppression treated with IO (vs untreated) had worse COVID-19 severity and cytokine storm (aOR, 3.33; 95% CI, 1.38-8.01, and aOR, 4.41; 95% CI, 1.71-11.38, respectively). Patients with immunosuppression receiving non-IO therapies (vs untreated) also had worse COVID-19 severity (aOR, 1.79; 95% CI, 1.36-2.35) and cytokine storm (aOR, 2.32; 95% CI, 1.42-3.79). Conclusions and Relevance This cohort study found that in patients with cancer and COVID-19, administration of systemic anticancer therapies, especially IO, in the context of baseline immunosuppression was associated with severe clinical outcomes and the development of cytokine storm. Trial Registration ClinicalTrials.gov Identifier: NCT04354701.
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Affiliation(s)
- Ziad Bakouny
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Chris Labaki
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Punita Grover
- Division of Hematology/Oncology, University of Cincinnati Cancer Center, Cincinnati, Ohio
| | - Joy Awosika
- Division of Hematology/Oncology, University of Cincinnati Cancer Center, Cincinnati, Ohio
| | - Shuchi Gulati
- Division of Hematology/Oncology, University of Cincinnati Cancer Center, Cincinnati, Ohio
| | - Chih-Yuan Hsu
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Saif I Alimohamed
- Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Babar Bashir
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | - Mehmet A Bilen
- Winship Cancer Institute, Emory University, Atlanta, Georgia
| | | | | | - Aakash Desai
- Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota
| | - Arielle Elkrief
- Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota
| | - Omar E Eton
- Hartford Healthcare Cancer Institute, Hartford, Connecticut
| | | | | | | | | | | | | | | | | | | | | | - Mohamed Hendawi
- Aurora Cancer Center, Advocate Aurora Health, Milwaukee, Wisconsin
| | - Emily Hsu
- Hartford Healthcare Cancer Institute, Hartford, Connecticut
| | - Clara Hwang
- Henry Ford Cancer Institute, Detroit, Michigan
| | - Roman Jandarov
- Division of Hematology/Oncology, University of Cincinnati Cancer Center, Cincinnati, Ohio
| | | | | | - Monika Joshi
- Penn State Cancer Institute, Hershey, Pennsylvania
| | - Hina Khan
- Brown University and Lifespan Cancer Institute, Providence, Rhode Island
| | - Shaheer A Khan
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, New York
| | - Natalie Knox
- Loyola University Medical Center, Maywood, Illinois
| | - Vadim S Koshkin
- UCSF, Helen Diller Comprehensive Cancer Center, San Francisco
| | | | - Daniel H Kwon
- UCSF, Helen Diller Comprehensive Cancer Center, San Francisco
| | - Sara Matar
- Hollings Cancer Center, MUSC, Charleston
| | - Rana R McKay
- Moores Cancer Center, UCSD, San Diego, California
| | - Sanjay Mishra
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Feras A Moria
- McGill University Health Centre, Montreal, Quebec, Canada
| | | | - Nora L Nock
- Case Comprehensive Cancer Center, Department of Population and Quantitative Health Sciences, Cleveland, Ohio
| | | | - Justin Panasci
- Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | | | | | | | | | - Yuan J Rao
- George Washington University, Washington, DC
| | | | | | - Jacob J Ripp
- University of Kansas Medical Center, Kansas City
| | - Andrea V Rivera
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | - Andrew L Schmidt
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Gary K Schwartz
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, New York
| | | | - Justin Shaya
- Moores Cancer Center, UCSD, San Diego, California
| | - Suki Subbiah
- Stanley S. Scott Cancer Center, LSU, New Orleans, Louisiana
| | - Lisa M Tachiki
- Fred Hutchinson Cancer Research Center, Seattle, Washington
| | | | | | | | | | | | - Zhuoer Xie
- Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota
| | | | - Michael A Thompson
- Aurora Cancer Center, Advocate Aurora Health, Milwaukee, Wisconsin.,Tempus Labs, Chicago, Illinois
| | - Dimpy P Shah
- Mays Cancer Center, UT Health, San Antonio, Texas
| | | | - Yu Shyr
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Toni K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Trisha M Wise-Draper
- Division of Hematology/Oncology, University of Cincinnati Cancer Center, Cincinnati, Ohio
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Omar Butt
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Ang Li
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Eric Lau
- for the COVID-19 and Cancer Consortium
| | | | - Kyu Park
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Ting Bao
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Ji Park
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Erin Cook
- for the COVID-19 and Cancer Consortium
| | | | - Susie Lau
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Anup Kasi
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Li C Liu
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | - Chris Su
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Tan Ding
- for the COVID-19 and Cancer Consortium
| | | | | | | | | | | | | | | | | | | | | | - Sara Saif
- for the COVID-19 and Cancer Consortium
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