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Record W3013008307 · doi:10.1016/j.adro.2020.03.011

Adapting Radiation Therapy Treatments for Patients with Breast Cancer During the COVID-19 Pandemic: Hypo-Fractionation and Accelerated Partial Breast Irradiation to Address World Health Organization Recommendations

2020· article· en· W3013008307 on OpenAlexaff
Abdulla Al‐Rashdan, Michael Roumeliotis, Sarah Quirk, Petra Grendarova, Tien Phan, Jeffery Cao, Natalie Logie, Wendy Smith, Lisa Barbera

Bibliographic record

VenueAdvances in Radiation Oncology · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBreast Cancer Treatment Studies
Canadian institutionsPrairie Bible InstituteUniversity of Calgary
FundersGenentech
KeywordsMedicineCoronavirus disease 2019 (COVID-19)PandemicBreast cancerRadiation therapy2019-20 coronavirus outbreakCancerOncologyInternal medicineVirologyDiseaseInfectious disease (medical specialty)

Abstract

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On March 11, 2020, the World Health Organization declared the COVID-19 outbreak a global pandemic. Public health officials have urged communities to minimize transmission by changing their habits, including posttravel self-isolation, increased hygiene vigilance, remote working, and social distancing.1Ferguson N.M. Laydon D. Nedjati-gilani G. et al.Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand.https://www.imperial.ac.uk/media/imperial-college/medicine/sph/ide/gida-fellowships/Imperial-College-COVID19-NPI-modelling-16-03-2020.pdfGoogle Scholar To accommodate these measures, radiation therapy departments are adapting by limiting on-site staff, patient visits, and patient-to-staff interactions, reconciling the goals of minimizing exposure for both patients and health care providers while maintaining quality cancer care. During this pandemic, opportunities exist to reduce patient visits and thus potential exposure to COVID-19 and to judiciously allocate radiation therapy operation resources by implementing alternative hypofractionated regimens for select, safe treatment sites. Radiation therapy for patients with breast cancer represents a significant proportion of treatment delivery workload in any radiation therapy department. Some centers may consider omission or deferral of radiation therapy in those patients perceived to have a lower risk of adverse outcomes, such as patients with ductal carcinoma in situ or early stage disease with low-risk features. However, with an unknown and potentially lengthy timeline for the pandemic, many patients and clinicians are not comfortable with these options. Modeling studies predict that this pandemic may take months to peak, and these heightened public health measures may remain in place for many months.1Ferguson N.M. Laydon D. Nedjati-gilani G. et al.Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand.https://www.imperial.ac.uk/media/imperial-college/medicine/sph/ide/gida-fellowships/Imperial-College-COVID19-NPI-modelling-16-03-2020.pdfGoogle Scholar Therefore, strategies to adapt to this “new normal” are crucial to maintaining access to radiation therapy for patients with cancer. Our strategy is based on the appropriate use of hypofractionation and accelerated partial breast irradiation (APBI). The focus on breast radiation therapy is crucial because of its significant impact on radiation therapy resources. The adoption of hypofractionation for patients, including those requiring locoregional irradiation, and the option of APBI for suitable patients based on international consensus guidelines can serve to significantly reduce the number of radiation therapy fractions and, as a result, minimize patient exposure during treatment and counteract increased pressure on the health care system. Hypofractionation regimens, such as 42.5 Gy in 16 fractions or 40 Gy in 15 fractions, have demonstrated equivalent local control and cosmetic outcomes in most patients after breast conserving therapy.2Whelan T.J. Pignol J.-P. Levine M.N. et al.Long-term results of hypofractionated radiation therapy for breast cancer.N Engl J Med. 2010; 362: 513-520Crossref PubMed Scopus (1444) Google Scholar Although less commonly used in postmastectomy with regional nodal irradiation, hypofractionation is comparable to standard fractionation with favorable long-term efficacy results and low overall toxicity.3Moran M.S. Truong P.T. Hypofractionated radiation treatment for breast cancer: The time is now.Breast J. 2020; 26: 47-54Crossref PubMed Scopus (11) Google Scholar More recently, 1-week 5-fraction regimens have been compared with the 40 Gy in 15 fractions whole breast radiation in the UK FAST FORWARD trial for treatment of early stage disease, with favorable acute toxicity.4Brunt A. Wheatley D. Yarnold J. et al.Acute skin toxicity associated with a 1-week schedule of whole breast radiotherapy compared with a standard 3-week regimen delivered in the UK FAST-Forward Trial.Radiother Oncol. 2016; 120: 114-118Abstract Full Text Full Text PDF PubMed Scopus (165) Google Scholar We are now awaiting the local control and survival data outcomes from this trial. Compared with the conventional 5-week fractionation of 50 Gy in 25 fractions, these shortened courses save patients between 9 and 20 visits to the cancer center. The evidence supporting APBI for early stage breast cancer is also maturing. In 2019, 2 separate phase 3 randomized control trials—RAPID and NSABP B39/Radiation Therapy Oncology Group (RTOG) 0413—reported on the efficacy of APBI fractionation regimens compared with whole breast irradiation.5Whelan T.J. Julian J.A. Berrang T.S. et al.External beam accelerated partial breast irradiation versus whole breast irradiation after breast conserving surgery in women with ductal carcinoma in situ and node-negative breast cancer (RAPID): A randomised controlled trial.Lancet. 2019; 394: 2165-2172Abstract Full Text Full Text PDF PubMed Scopus (273) Google Scholar,6Vicini F.A. Cecchini R.S. White J.R. 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: 2155-2164Abstract Full Text Full Text PDF PubMed Scopus (312) Google Scholar The results are favorable, showing no statistical difference in overall survival and comparable local control for patients treated in the APBI arm. The evidence supporting APBI agrees with the American Society of Radiation Oncology7Smith B.D. Bellon J.R. Blitzblau R. et al.Radiation therapy for the whole breast: Executive summary of an American Society for Radiation Oncology (ASTRO) evidence-based guideline.Pract Radiat Oncol. 2018; 8: 145-152Abstract Full Text Full Text PDF PubMed Scopus (446) Google Scholar patient selection guidelines. Many centers have adopted the use of APBI in a limited capacity, primarily for patients on clinical trials. Publications describing APBI techniques that meet major trial constraints with simple 3-dimensional conformal techniques, and more recently advanced techniques for improved dosimetry, are available to support radiation planning.8Quirk S. Grendarova P. Roumeliotis M. Five-field IMRT class solutions and dosimetric planning guidelines for implementing accelerated partial breast irradiation.Pract Radiat Oncol. 2017; 8: e99-e107Abstract Full Text Full Text PDF PubMed Scopus (14) Google Scholar Implementing an APBI fractionation of 27 Gy in 5 fractions can save a further 10, 11, or 20 treatment visits for select patients. In our tertiary care facility, the majority of patients with breast cancer (all stages; intact breast and postmastectomy locoregional) receive the standard 3-week regimen of 42.5 Gy in 16 fractions. In consideration of COVID-19 and after a multidisciplinary review, our center is now offering a 5-fraction APBI option for eligible patients.9Grendarova P. Roumeliotis M. Quirk S. et al.One-year cosmesis and fibrosis from ACCEL: Accelerated partial breast irradiation (APBI) using 27 Gy in 5 daily fractions.Pract Radiat Oncol. 2019; 9: e457-e464Abstract Full Text Full Text PDF PubMed Scopus (25) Google Scholar A review of the last 3 months of patient treatment data was performed at our institution to determine the impact of this change on radiation therapy resources. Across all tumor sites, 770 total patients were treated; of these, patients with breast cancer represented 30% of all delivered fractions. For our patient population, approximately 40% of patients with breast cancer are suitable candidates for APBI. Over a 3-month span, a 5-fraction regimen of APBI for these eligible patients with breast cancer could reduce the number of daily treatment visits by approximately 500 and 900 for 16- and 25-fraction regimens, respectively. Across all radiation therapy resources, this overall reduction is approximately 5% to 10% of total daily fractions. Flattening the COVID-19 curve may necessitate careful adoption of measures that decrease interaction within radiation therapy departments and minimize treatment interruptions, without compromising cancer outcomes. At a time when health care systems aim to minimize stress on the system’s resources, radiation therapy can do its part to adapt. As noted by Achard et al,10Achard V, Tsoutsou P, Zilli T. Radiotherapy in the time of the coronavirus pandemic: When less is better [e-pub ahead of print]. Int J Radiat Oncol. https://doi.org/10.1016/j.ijrobp.2020.03.008, accessed March 21, 2020.Google Scholar the use of practical measures to ensure the treatment of patients undergoing radiation therapy must balance pragmatism and safety. The use of hypofractionated regimens and APBI may be the treatment option that best fits the balance of patient and staff safety while maintaining access to quality cancer care during the pandemic.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.191
Threshold uncertainty score0.625

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.034
GPT teacher head0.364
Teacher spread0.330 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations49
Published2020
Admission routes1
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