Simulated SARS-CoV-2 Infection and Mortality Risk Associated With Radiation Therapy | Breast Cancer | JN Learning | AMA Ed Hub [Skip to Content]
[Skip to Content Landing]

Assessment of Simulated SARS-CoV-2 Infection and Mortality Risk Associated With Radiation Therapy Among Patients in 8 Randomized Clinical Trials

Educational Objective
To identify the key insights or developments described in this article
1 Credit CME
Key Points

Question  How is the COVID-19 pandemic associated with risks and benefits of standard cancer therapy?

Findings  In this comparative effectiveness study reanalyzing data from 8 randomized trials across oncology, radiation fractionation was not associated with outcomes in low COVID-19–risk scenarios. In higher-risk scenarios, aggressive hypofractionation was associated with a survival benefit, whereas moderate hypofractionation was not.

Meaning  These findings suggest that the expected benefit of altering radiation therapy during the COVID-19 pandemic is associated with local pandemic factors and the specifics of treatment modification, and can be estimated using a quantitative framework based on completed randomized trials to support treatment decision-making.

Abstract

Importance  During the COVID-19 pandemic, cancer therapy may put patients at risk of SARS-CoV-2 infection and mortality. The impacts of proposed alternatives on reducing infection risk are unknown.

Objective  To investigate how the COVID-19 pandemic is associated with the risks and benefits of standard radiation therapy (RT).

Design, Setting, and Participants  This comparative effectiveness study used estimated individual patient–level data extracted from published Kaplan-Meier survival figures from 8 randomized clinical trials across oncology from 1993 to 2014 that evaluated the inclusion of RT or compared different RT fractionation regimens. Included trials were Dutch TME and TROG 01.04 examining rectal cancer; CALGB 9343, OCOG hypofractionation trial, FAST-Forward, and NSABP B-39 examining early stage breast cancer, and CHHiP and HYPO-RT-PC examining prostate cancer. Risk of SARS-CoV-2 infection and mortality associated with receipt of RT in the treatment arms were simulated and trials were reanalyzed. Data were analyzed between April 1, 2020, and June 30, 2020.

Exposures  COVID-19 risk associated with treatment was simulated across different pandemic scenarios, varying infection risk per fractions (IRFs) and case fatality rates (CFRs).

Main Outcomes and Measures  Overall survival was evaluated using Cox proportional hazards modeling under different pandemic scenarios.

Results  Estimated IPLD from a total of 14 170 patients were included in the simulations. In scenarios with low COVID-19-associated risks (IRF, 0.5%; CFR, 5%), fractionation was not significantly associated with outcomes. In locally advanced rectal cancer, short-course RT was associated with better outcomes than long-course chemoradiation (TROG 01.04) and was associated with similar outcomes as RT omission (Dutch TME) in most settings (eg, TROG 01.04 median HR, 0.66 [95% CI, 0.46-0.96]; Dutch TME median HR, 0.91 [95% CI, 0.80-1.03] in a scenario with IRF 5% and CFR 20%). Moderate hypofractionation in early stage breast cancer (OCOG hypofractionation trial) and prostate cancer (CHHiP) was not associated with survival benefits in the setting of COVID-19 (eg, OCOG hypofractionation trial median HR, 0.89 [95% CI, 0.74-1.06]; CHHiP median HR, 0.87 [95% CI, 0.75-1.01] under high-risk scenario with IRF 10% and CFR 30%). More aggressive hypofractionation (FAST-Forward, HYPO-RT-PC) and accelerated partial breast irradiation (NSABP B-39) were associated with improved survival in higher risk scenarios (eg, FAST-Forward median HR, 0.58 [95% CI, 0.49-0.68]; HYPO-RT-PC median HR, 0.60 [95% CI, 0.48-0.75] under scenario with IRF 10% and CFR 30%).

Conclusions and Relevance  In this comparative effectiveness study of data from 8 clinical trials of patients receiving radiation therapy to simulate COVID-19 risk and mortality rates, treatment modification was not associated with altered risk from COVID-19 in lower-risk scenarios and was only associated with decreased mortality in very high COVID-19–risk scenarios. This model, which can be adapted to dynamic changes in COVID-19 risk, provides a flexible, quantitative approach to assess the potential impact of treatment modifications and supports the continued delivery of standard evidence-based care with appropriate precautions against COVID-19.

Sign in to take quiz and track your certificates

Buy This Activity

JN Learning™ is the home for CME and MOC from the JAMA Network. Search by specialty or US state and earn AMA PRA Category 1 CME Credit™ from articles, audio, Clinical Challenges and more. Learn more about CME/MOC

Article Information

Accepted for Publication: January 24, 2021.

Published: March 29, 2021. doi:10.1001/jamanetworkopen.2021.3304

Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2021 Tabrizi S et al. JAMA Network Open.

Corresponding Author: Rifaquat Rahman, MD, Department of Radiation Oncology, Dana-Farber/Brigham and Women’s Cancer Center, 75 Francis St, ASB L2, Boston, MA 02115 (rrahman@bwh.harvard.edu).

Author Contributions: Drs Tabrizi and Rahman had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.

Concept and design: Tabrizi, Tanguturi, Ventz, Bellon, Alexander, Rahman.

Acquisition, analysis, or interpretation of data: Tabrizi, Trippa, Cagney, Aizer, Fell, Mamon, Nguyen, D'Amico, Haas-Kogan, Rahman.

Drafting of the manuscript: Tabrizi, Trippa, D'Amico, Rahman.

Critical revision of the manuscript for important intellectual content: Tabrizi, Cagney, Aizer, Tanguturi, Ventz, Fell, Bellon, Mamon, Nguyen, D'Amico, Haas-Kogan, Alexander.

Statistical analysis: Tabrizi, Trippa, Ventz, Fell, D'Amico.

Obtained funding: Haas-Kogan.

Administrative, technical, or material support: D'Amico, Rahman.

Supervision: Tanguturi, Bellon, Haas-Kogan, Alexander, Rahman.

Conflict of Interest Disclosures: Dr Cagney reported receiving grants from NH Theraguix and Viewray during the conduct of the study. Dr Aizer reported grants from Varian Medical Systems and personal fees from Novartis and Seattle Genetics outside the submitted work. Dr Bellon reported receiving research support from Prosigna and personal fees from Leidos Pharmaceuticals, UpToDate, Oncoclinicas, Varian Medical Systems, and Accuray outside the submitted work. Dr Mamon reported serving on an advisory board for Merck receiving personal fees from UpToDate outside the submitted work. Dr Nguyen reported receiving grants from Astellas Pharma, Janssen Pharmaceutica, and Bayer and personal fees from Astellas Pharma, Janssen Pharmaceutica, Bayer, Augmenix, Blue Earth Diagnostics, Dendreon, Boston Scientific, Cota Healthcare, Ferring Pharmaceuticals, and Myovant outside the submitted work. Dr Alexander reported receiving personal fees from Foundation Medicine and Roche during the conduct of the study. No other disclosures were reported.

References
1.
Zhang  L , Zhu  F , Xie  L ,  et al.  Clinical characteristics of COVID-19-infected cancer patients: a retrospective case study in three hospitals within Wuhan, China.   Ann Oncol. 2020;31(7):894-901. doi:10.1016/j.annonc.2020.03.296PubMedGoogle ScholarCrossref
2.
Wang  Z , Wang  J , He  J .  Active and effective measures for the care of patients with cancer during the COVID-19 spread in China.   JAMA Oncol. 2020;6(5):631-632. doi:10.1001/jamaoncol.2020.1198PubMedGoogle ScholarCrossref
3.
Dai  M , Liu  D , Liu  M ,  et al.  Patients with cancer appear more vulnerable to SARS-COV-2: a multi-center study during the COVID-19 outbreak.   Cancer Discov. 2020;10(6):783-791. doi:10.1158/2159-8290.CD-20-0422PubMedGoogle Scholar
4.
Burki  TK .  Cancer guidelines during the COVID-19 pandemic.   Lancet Oncol. 2020;21(5):629-630. doi:10.1016/S1470-2045(20)30217-5PubMedGoogle ScholarCrossref
5.
Mauri  D , Kamposioras  K , Tolia  M , Alongi  F , Tzachanis  D ; International Oncology Panel and European Cancer Patient Coalition collaborators.  Summary of international recommendations in 23 languages for patients with cancer during the COVID-19 pandemic.   Lancet Oncol. 2020;21(6):759-760. doi:10.1016/S1470-2045(20)30278-3PubMedGoogle ScholarCrossref
6.
Tabrizi  S , Trippa  L , Cagney  D ,  et al.  A quantitative framework for modeling COVID-19 risk during adjuvant therapy using published randomized trials of glioblastoma in the elderly.   Neuro Oncol. 2020;22(7):918-927. doi:10.1093/neuonc/noaa111PubMedGoogle ScholarCrossref
7.
van Gijn  W , Marijnen  CA , Nagtegaal  ID ,  et al; Dutch Colorectal Cancer Group.  Preoperative radiotherapy combined with total mesorectal excision for resectable rectal cancer: 12-year follow-up of the multicentre, randomised controlled TME trial.   Lancet Oncol. 2011;12(6):575-582. doi:10.1016/S1470-2045(11)70097-3PubMedGoogle ScholarCrossref
8.
Ngan  SY , Burmeister  B , Fisher  RJ ,  et al.  Randomized trial of short-course radiotherapy versus long-course chemoradiation comparing rates of local recurrence in patients with T3 rectal cancer: Trans-Tasman Radiation Oncology Group trial 01.04.   J Clin Oncol. 2012;30(31):3827-3833. doi:10.1200/JCO.2012.42.9597PubMedGoogle ScholarCrossref
9.
Hughes  KS , Schnaper  LA , Bellon  JR ,  et al.  Lumpectomy plus tamoxifen with or without irradiation in women age 70 years or older with early breast cancer: long-term follow-up of CALGB 9343.   J Clin Oncol. 2013;31(19):2382-2387. doi:10.1200/JCO.2012.45.2615PubMedGoogle ScholarCrossref
10.
Whelan  TJ , Pignol  JP , Levine  MN ,  et al.  Long-term results of hypofractionated radiation therapy for breast cancer.   N Engl J Med. 2010;362(6):513-520. doi:10.1056/NEJMoa0906260PubMedGoogle ScholarCrossref
11.
Murray Brunt  A , Haviland  JS , Wheatley  DA ,  et al; FAST-Forward Trial Management Group.  Hypofractionated breast radiotherapy for 1 week versus 3 weeks (FAST-Forward): 5-year efficacy and late normal tissue effects results from a multicentre, non-inferiority, randomised, phase 3 trial.   Lancet. 2020;395(10237):1613-1626. doi:10.1016/S0140-6736(20)30932-6PubMedGoogle ScholarCrossref
12.
Vicini  FA , Cecchini  RS , White  JR ,  et al.  Long-term primary results of accelerated partial breast irradiation after breast-conserving surgery for early-stage breast cancer: a randomised, phase 3, equivalence trial.   Lancet. 2019;394(10215):2155-2164. doi:10.1016/S0140-6736(19)32514-0PubMedGoogle ScholarCrossref
13.
Dearnaley  D , Syndikus  I , Mossop  H ,  et al; CHHiP Investigators.  Conventional versus hypofractionated high-dose intensity-modulated radiotherapy for prostate cancer: 5-year outcomes of the randomised, non-inferiority, phase 3 CHHiP trial.   Lancet Oncol. 2016;17(8):1047-1060. doi:10.1016/S1470-2045(16)30102-4PubMedGoogle ScholarCrossref
14.
Widmark  A , Gunnlaugsson  A , Beckman  L ,  et al.  Ultra-hypofractionated versus conventionally fractionated radiotherapy for prostate cancer: 5-year outcomes of the HYPO-RT-PC randomised, non-inferiority, phase 3 trial.   Lancet. 2019;394(10196):385-395. doi:10.1016/S0140-6736(19)31131-6PubMedGoogle ScholarCrossref
15.
Guyot  P , Ades  AE , Ouwens  MJ , Welton  NJ .  Enhanced secondary analysis of survival data: reconstructing the data from published Kaplan-Meier survival curves.   BMC Med Res Methodol. 2012;12(1):9. doi:10.1186/1471-2288-12-9PubMedGoogle ScholarCrossref
16.
Rahman  R , Ventz  S , Fell  G , Vanderbeek  AM , Trippa  L , Alexander  BM .  Divining responder populations from survival data.   Ann Oncol. 2019;30(6):1005-1013. doi:10.1093/annonc/mdz087PubMedGoogle ScholarCrossref
17.
Rahman  R , Fell  G , Ventz  S ,  et al.  Deviation from the proportional hazards assumption in randomized phase 3 clinical trials in oncology: prevalence, associated factors, and implications.   Clin Cancer Res. 2019;25(21):6339-6345. doi:10.1158/1078-0432.CCR-18-3999PubMedGoogle ScholarCrossref
18.
Halloran  ME , Longini  IM , Struchiner  CJ . Binomial and stochastic transmission models. In: Halloran  ME , Longini  IM , Struchiner  CJ , eds.  Design and Analysis of Vaccine Studies. Springer; 2010:63-84. doi:10.1007/978-0-387-68636-3_4
19.
Verity  R , Okell  LC , Dorigatti  I ,  et al.  Estimates of the severity of coronavirus disease 2019: a model-based analysis.   Lancet Infect Dis. 2020;20(6):669-677. doi:10.1016/S1473-3099(20)30243-7PubMedGoogle ScholarCrossref
20.
Lauer  SA , Grantz  KH , Bi  Q ,  et al.  The incubation period of coronavirus disease 2019 (COVID-19) from publicly reported confirmed cases: estimation and application.   Ann Intern Med. 2020;172(9):577-582. doi:10.7326/M20-0504PubMedGoogle ScholarCrossref
21.
Tian  J , Yuan  X , Xiao  J ,  et al.  Clinical characteristics and risk factors associated with COVID-19 disease severity in patients with cancer in Wuhan, China: a multicentre, retrospective, cohort study.   Lancet Oncol. 2020;21(7):893-903. doi:10.1016/S1470-2045(20)30309-0PubMedGoogle ScholarCrossref
22.
Wu  Z , McGoogan  JM .  Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72 314 cases from the Chinese Center for Disease Control and Prevention.   JAMA. 2020;323(13):1239-1242. doi:10.1001/jama.2020.2648PubMedGoogle ScholarCrossref
23.
Liang  W , Guan  W , Chen  R ,  et al.  Cancer patients in SARS-CoV-2 infection: a nationwide analysis in China.   Lancet Oncol. 2020;21(3):335-337. doi:10.1016/S1470-2045(20)30096-6PubMedGoogle ScholarCrossref
24.
Mehta  V , Goel  S , Kabarriti  R ,  et al.  Case fatality rate of cancer patients with COVID-19 in a New York hospital system.   Cancer Discov. 2020;10(7):935-941. doi:10.1158/2159-8290.CD-20-0516PubMedGoogle ScholarCrossref
25.
Kuderer  NM , Choueiri  TK , Shah  DP ,  et al; COVID-19 and Cancer Consortium.  Clinical impact of COVID-19 on patients with cancer (CCC19): a cohort study.   Lancet. 2020;395(10241):1907-1918. doi:10.1016/S0140-6736(20)31187-9PubMedGoogle ScholarCrossref
26.
Haviland  JS , Owen  JR , Dewar  JA ,  et al; START Trialists’ Group.  The UK Standardisation of Breast Radiotherapy (START) trials of radiotherapy hypofractionation for treatment of early breast cancer: 10-year follow-up results of two randomised controlled trials.   Lancet Oncol. 2013;14(11):1086-1094. doi:10.1016/S1470-2045(13)70386-3PubMedGoogle ScholarCrossref
27.
Lee  WR , Dignam  JJ , Amin  MB ,  et al.  Randomized phase III noninferiority study comparing two radiotherapy fractionation schedules in patients with low-risk prostate cancer.   J Clin Oncol. 2016;34(20):2325-2332. doi:10.1200/JCO.2016.67.0448PubMedGoogle ScholarCrossref
28.
Incrocci  L , Wortel  RC , Alemayehu  WG ,  et al.  Hypofractionated versus conventionally fractionated radiotherapy for patients with localised prostate cancer (HYPRO): final efficacy results from a randomised, multicentre, open-label, phase 3 trial.   Lancet Oncol. 2016;17(8):1061-1069. doi:10.1016/S1470-2045(16)30070-5PubMedGoogle ScholarCrossref
29.
Rivera  A , Ohri  N , Thomas  E , Miller  R , Knoll  MA .  The impact of COVID-19 on radiation oncology clinics and patients with cancer in the United States.   Adv Radiat Oncol. 2020;5(4):538-543. doi:10.1016/j.adro.2020.03.006PubMedGoogle ScholarCrossref
30.
Dinmohamed  AG , Visser  O , Verhoeven  RHA ,  et al.  Fewer cancer diagnoses during the COVID-19 epidemic in the Netherlands.   Lancet Oncol. 2020;21(6):750-751. doi:10.1016/S1470-2045(20)30265-5PubMedGoogle ScholarCrossref
31.
Xie  C , Wang  X , Liu  H ,  et al.  Outcomes in radiotherapy-treated patients with cancer during the COVID-19 outbreak in Wuhan, China.   JAMA Oncol. 2020;6(9):1457-1459. doi:10.1001/jamaoncol.2020.2783PubMedGoogle ScholarCrossref
32.
Arsenault  J , Parpia  S , Goldberg  M ,  et al.  Acute toxicity and quality of life of hypofractionated radiation therapy for breast cancer.   Int J Radiat Oncol Biol Phys. 2020;107(5):943-948. doi:10.1016/j.ijrobp.2020.03.049PubMedGoogle ScholarCrossref
33.
Zaorsky  NG , Yu  JB , McBride  SM ,  et al.  Prostate cancer radiation therapy recommendations in response to COVID-19.   Adv Radiat Oncol. 2020;5(4):659-665. doi:10.1016/j.adro.2020.03.010PubMedGoogle ScholarCrossref
34.
Malone  S , Roy  S , Eapen  L ,  et al.  Sequencing of androgen-deprivation therapy with external-beam radiotherapy in localized prostate cancer: a phase III randomized controlled trial.   J Clin Oncol. 2020;38(6):593-601. doi:10.1200/JCO.19.01904PubMedGoogle ScholarCrossref
35.
Marijnen  CAM , Peters  FP , Rödel  C ,  et al.  International expert consensus statement regarding radiotherapy treatment options for rectal cancer during the COVID 19 pandemic.   Radiother Oncol. 2020;148:213-215. doi:10.1016/j.radonc.2020.03.039PubMedGoogle ScholarCrossref
36.
Lee  LYW , Cazier  JB , Angelis  V ,  et al; UK Coronavirus Monitoring Project Team.  COVID-19 mortality in patients with cancer on chemotherapy or other anticancer treatments: a prospective cohort study.   Lancet. 2020;395(10241):1919-1926. doi:10.1016/S0140-6736(20)31173-9PubMedGoogle ScholarCrossref
37.
Yang  K , Sheng  Y , Huang  C ,  et al.  Clinical characteristics, outcomes, and risk factors for mortality in patients with cancer and COVID-19 in Hubei, China: a multicentre, retrospective, cohort study.   Lancet Oncol. 2020;21(7):904-913. doi:10.1016/S1470-2045(20)30310-7PubMedGoogle ScholarCrossref
If you are not a JN Learning subscriber, you can either:
Subscribe to JN Learning for one year
Buy this activity
jn-learning_Modal_Multimedia_LoginSubscribe_Purchase
Close
If you are not a JN Learning subscriber, you can either:
Subscribe to JN Learning for one year
Buy this activity
jn-learning_Modal_Multimedia_LoginSubscribe_Purchase
Close
With a personal account, you can:
  • Access free activities and track your credits
  • Personalize content alerts
  • Customize your interests
  • Fully personalize your learning experience
Education Center Collection Sign In Modal Right
Close

Name Your Search

Save Search
Close
With a personal account, you can:
  • Track your credits
  • Personalize content alerts
  • Customize your interests
  • Fully personalize your learning experience
jn-learning_Modal_SaveSearch_NoAccess_Purchase
Close

Lookup An Activity

or

Close

My Saved Searches

You currently have no searches saved.

Close
With a personal account, you can:
  • Access free activities and track your credits
  • Personalize content alerts
  • Customize your interests
  • Fully personalize your learning experience
Education Center Collection Sign In Modal Right
Close