Reducing the Risk of Secondary Lung Cancer in Treatment Planning of Accelerated Partial Breast Irradiation

Nienke Hoekstra, Steven Habraken, Annemarie Swaak-Kragten, Sebastiaan Breedveld, Jean-Philippe Pignol, Mischa Hoogeman, Nienke Hoekstra, Steven Habraken, Annemarie Swaak-Kragten, Sebastiaan Breedveld, Jean-Philippe Pignol, Mischa Hoogeman

Abstract

Purpose: Adjuvant accelerated partial breast irradiation (APBI) results in low local recurrence risks. However, the survival benefit of adjuvant radiotherapy APBI for low-risk breast cancer might partially be offset by the risk of radiation-induced lung cancer. Reducing the lung dose mitigates this risk, but this could result in higher doses to the ipsilateral breast. Different external beam APBI techniques are equally conformal and homogenous, but the intermediate to low dose distribution differs. Thus, the risk of toxicity is different. The purpose of this study is to quantify the trade-off between secondary lung cancer risk and breast dose in treatment planning and to compare an optimal coplanar and non-coplanar technique. Methods: A total of 440 APBI treatment plans were generated using automated treatment planning for a coplanar VMAT beam-setup and a non-coplanar robotic stereotactic radiotherapy beam-setup. This enabled an unbiased comparison of two times 11 Pareto-optimal plans for 20 patients, gradually shifting priority from maximum lung sparing to maximum ipsilateral breast sparing. The excess absolute risks of developing lung cancer and breast fibrosis were calculated using the Schneider model for lung cancer and the Avanzo model for breast fibrosis. Results: Prioritizing lung sparing reduced the mean lung dose from 2.2 Gy to as low as 0.3 Gy for the non-coplanar technique and from 1.9 Gy to 0.4 Gy for the coplanar technique, corresponding to a 7- and 4-fold median reduction of secondary lung cancer risk, respectively, compared to prioritizing breast sparing. The increase in breast dose resulted in a negligible 0.4% increase in fibrosis risk. The use of non-coplanar beams resulted in lower secondary cancer and fibrosis risks (p < 0.001). Lung sparing also reduced the mean heart dose for both techniques. Conclusions: The risk of secondary lung cancer of external beam APBI can be dramatically reduced by prioritizing lung sparing during treatment planning. The associated increase in breast dose did not lead to a relevant increase in fibrosis risk. The use of non-coplanar beams systematically resulted in the lowest risks of secondary lung cancer and fibrosis. Prioritizing lung sparing during treatment planning could increase the overall survival of early-stage breast cancer patients by reducing mortality due to secondary lung cancer and cardiovascular toxicity.

Keywords: accelerated partial breast irradiation; breast cancer; plan optimization; radiotherapy techniques; secondary lung cancer.

Copyright © 2020 Hoekstra, Habraken, Swaak-Kragten, Breedveld, Pignol and Hoogeman.

Figures

Figure 1
Figure 1
Dose distributions for an example case. The dose distributions on the left show coplanar VMAT plans, on the right non-coplanar CyberKnife (CK) plans. The upper dose distributions are plans with maximum priority to sparing of the breast tissue, and the lower dose distributions are plans with maximum sparing of the lungs. The middle dose distributions are plans with equal priorities to the sparing of lung and breast tissue.
Figure 2
Figure 2
Average DVHs for the different treatment plans. Coplanar VMAT plans are shown in (A), non-coplanar CyberKnife (CK) plans are shown in (B). The solid lines show the results for the plan that fully prioritizes lung sparing. The dashed lines show the result of the treatment plan that fully prioritizes breast sparing.
Figure 3
Figure 3
Pareto fronts for individual patients of the mean doses to the ipsilateral breast and lungs. Non-coplanar CyberKnife (CK) plans are shown in blue circles, coplanar VMAT plans are shown in red squares. The thick lines show the average over all patients per technique.
Figure 4
Figure 4
Scatterplots of the maximum breast sparing plans vs. the maximum lung sparing plans. (A) shows the secondary lung cancer risk, (B) the breast fibrosis risk, and (C) the mean heart dose. Non-coplanar CyberKnife (CK) plans are shown in blue circles, coplanar VMAT plans are shown in red squares. Data points below the unity line indicate an advantage for the dose plan on the vertical axis.

References

    1. Surveillance, Epidemiology, and End Results (SEER) Program SEER*Stat Database: Incidence - SEER 18 Regs Research Data + Hurricane Katrina Impacted Louisiana Cases, Nov 2016 Sub (2000-2014)<Katrina/Rita Population Adjustment> - Linked To County Attributes - Total U.S., 1969-2015 Counties. National Cancer Institute, DCCPS, Surveillance Research Program, released April 2017, based on the November 2016 submission. Available online at:
    1. Taylor C, Correa C, Duane FK, Aznar MC, Anderson SJ, Bergh J, et al. . Estimating the risks of breast cancer radiotherapy: evidence from modern radiation doses to the lungs and heart and from previous randomized trials. J Clin Oncol. (2017) 35:1641–9. 10.1200/JCO.2016.72.0722
    1. Hoekstra N, Fleury E, Merino Lara TR, van der Baan P, Bahnerth A, Struik G, et al. . Long-term risks of secondary cancer for various whole and partial breast irradiation techniques. Radiother Oncol. (2018) 128:428–33. 10.1016/j.radonc.2018.05.032
    1. National Research Council Health Risks From Exposure to Low Levels of Ionizing Radiation: BEIR VII Phase 2. Washington, DC: National Academies Press; (2006).
    1. Schneider U, Sumila M, Robotka J. Site-specific dose-response relationships for cancer induction from the combined Japanese A-bomb and Hodgkin cohorts for doses relevant to radiotherapy. Theor Biol Med Modell. (2011) 8:27. 10.1186/1742-4682-8-27
    1. Smith BD, Arthur DW, Buchholz TA, Haffty BG, Hahn CA, Hardenbergh PH, et al. . Accelerated partial breast irradiation consensus statement from the American Society for Radiation Oncology (ASTRO). Int J Radiat Oncol Biol Phys. (2009) 74:987–1001. 10.1016/j.ijrobp.2009.02.031
    1. Polgar C, Van Limbergen E, Potter R, Kovacs G, Polo A, Lyczek J, et al. . Patient selection for accelerated partial-breast irradiation (APBI) after breast-conserving surgery: recommendations of the Groupe Europeen de Curietherapie-European Society for Therapeutic Radiology and Oncology (GEC-ESTRO) breast cancer working group based on clinical evidence (2009). Radiother Oncol. (2010) 94:264–73. 10.1016/j.radonc.2010.01.014
    1. American Society of Breast Surgeons Consensus Statement for Accelerated Partial Breast Irradiation. (2011). Available online at:
    1. Correa C, Harris EE, Leonardi MC, Smith BD, Taghian AG, Thompson AM, et al. . Accelerated partial breast irradiation: executive summary for the update of an ASTRO evidence-based consensus statement. Pract Radiat Oncol. (2017) 7:73–9. 10.1016/j.prro.2016.09.007
    1. Hepel JT, Arthur D, Shaitelman S, Polgar C, Todor D, Zoberi I, et al. . American Brachytherapy Society consensus report for accelerated partial breast irradiation using interstitial multicatheter brachytherapy. Brachytherapy. (2017) 16:919–28. 10.1016/j.brachy.2017.05.012
    1. Shah C, Vicini F, Shaitelman SF, Hepel J, Keisch M, Arthur D, et al. . The American Brachytherapy Society consensus statement for accelerated partial-breast irradiation. Brachytherapy. (2018) 17:154–70. 10.1016/j.brachy.2017.09.004
    1. Polgar C, Fodor J, Major T, Sulyok Z, Kasler M. Breast-conserving therapy with partial or whole breast irradiation: ten-year results of the Budapest randomized trial. Radiother Oncol. (2013) 108:197–202. 10.1016/j.radonc.2013.05.008
    1. Rodriguez N, Sanz X, Dengra J, Foro P, Membrive I, Reig A, et al. . Five-year outcomes, cosmesis, and toxicity with 3-dimensional conformal external beam radiation therapy to deliver accelerated partial breast irradiation. Int J Radiat Oncol Biol Phys. (2013) 87:1051–7. 10.1016/j.ijrobp.2013.08.046
    1. Livi L, Meattini I, Marrazzo L, Simontacchi G, Pallotta S, Saieva C, et al. . Accelerated partial breast irradiation using intensity-modulated radiotherapy versus whole breast irradiation: 5-year survival analysis of a phase 3 randomised controlled trial. Eur J Cancer. (2015) 51:451–63. 10.1016/j.ejca.2014.12.013
    1. Strnad V, Ott OJ, Hildebrandt G, Kauer-Dorner D, Knauerhase H, Major T, et al. . 5-year results of accelerated partial breast irradiation using sole interstitial multicatheter brachytherapy versus whole-breast irradiation with boost after breast-conserving surgery for low-risk invasive and in-situ carcinoma of the female breast: a randomised, phase 3, non-inferiority trial. Lancet. (2016) 387:229–38. 10.1016/S0140-6736(15)00471-7
    1. Vicini FA, Cecchini RS, White JR, Arthur DW, Julian TB, Rabinovitch RA, 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) 394:2155–64. 10.1016/S0140-6736(19)32514-0
    1. Whelan TJ, Julian JA, Berrang TS, Kim DH, Germain I, Nichol AM, 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) 2165–72. 10.1016/S0140-6736(19)32515-2
    1. Oliver M, Chen J, Wong E, Van Dyk J, Perera F. A treatment planning study comparing whole breast radiation therapy against conformal, IMRT and tomotherapy for accelerated partial breast irradiation. Radiother Oncol. (2007) 82:317–23. 10.1016/j.radonc.2006.11.021
    1. Pignol JP, Keller BM, Ravi A. Doses to internal organs for various breast radiation techniques–implications on the risk of secondary cancers and cardiomyopathy. Radiat Oncol. (2011) 6:5. 10.1186/1748-717X-6-5
    1. Donovan EM, James H, Bonora M, Yarnold JR, Evans PM. Second cancer incidence risk estimates using BEIR VII models for standard and complex external beam radiotherapy for early breast cancer. Med Phys. (2012) 39:5814–24. 10.1118/1.4748332
    1. Qiu JJ, Chang Z, Horton JK, Wu QR, Yoo S, Yin FF. Dosimetric comparison of 3D conformal, IMRT, and V-MAT techniques for accelerated partial-breast irradiation (APBI). Med Dosim. (2014) 39:152–8. 10.1016/j.meddos.2013.12.001
    1. Rault E, Lacornerie T, Dang HP, Crop F, Lartigau E, Reynaert N, et al. . Accelerated partial breast irradiation using robotic radiotherapy: a dosimetric comparison with tomotherapy and three-dimensional conformal radiotherapy. Radiat Oncol. (2016) 11:29. 10.1186/s13014-016-0607-9
    1. Stelczer G, Major T, Meszaros N, Polgar C, Pesznyak C. External beam accelerated partial breast irradiation: dosimetric assessment of conformal and three different intensity modulated techniques. Radiol Oncol. (2019) 53:123–30. 10.2478/raon-2019-0001
    1. Breedveld S, Storchi PR, Voet PW, Heijmen BJ. iCycle: Integrated, multicriterial beam angle, and profile optimization for generation of coplanar and noncoplanar IMRT plans. Med Phys. (2012) 39:951–63. 10.1118/1.3676689
    1. Voet PWJ, Dirkx MLP, Breedveld S, Al-Mamgani A, Incrocci L, Heijmen BJM. Fully automated volumetric modulated arc therapy plan generation for prostate cancer patients. Int J Radiat Oncol Biol Phys. (2014) 88:1175–9. 10.1016/j.ijrobp.2013.12.046
    1. Hissoiny S, Ozell B, Bouchard H, Despres P. GPUMCD: a new GPU-oriented Monte Carlo dose calculation platform. Med Phys. (2011) 38:754–64. 10.1118/1.3539725
    1. National Surgical Adjuvant Breast and Bowel Project and Radiation Therapy Oncology Group NSABP B-39/RTOG 0413: A Randomized Phase III Study of Conventional Whole Breast Irradiation Versus Partial Breast Irradiation for Women With Stage 0, I, or II Breast Cancer. (2007). Available online at:
    1. Obayomi-Davies O, Kole TP, Oppong B, Rudra S, Makariou EV, Campbell LD, et al. . Stereotactic accelerated partial breast irradiation for early-stage breast cancer: rationale, feasibility, and early experience using the cyberknife radiosurgery delivery platform. Front Oncol. (2016) 6:129. 10.3389/fonc.2016.00129
    1. Rahimi A, Thomas K, Spangler A, Rao R, Leitch M, Wooldridge R, et al. . Preliminary results of a phase 1 dose-escalation trial for early-stage breast cancer using 5-fraction stereotactic body radiation therapy for partial-breast irradiation. Int J Radiat Oncol Biol Phys. (2017) 98:196–205 e2. 10.1016/j.ijrobp.2017.01.020
    1. Avanzo M, Stancanello J, Trovò M, Jena R, Roncadin M, Trovò MG, et al. . Complication probability model for subcutaneous fibrosis based on published data of partial and whole breast irradiation. Phys Med. (2012) 28:296–306. 10.1016/j.ejmp.2011.11.002
    1. Surveillance Epidemiology and End Results (SEER) Program . SEER*Stat Database: Incidence - SEER 18 Regs Research Data + Hurricane Katrina Impacted Louisiana Cases, Nov 2015 Sub (1973-2013 varying) - Linked To County Attributes - Total U.S., 1969-2014 Counties. National Cancer Institute, DCCPS, Surveillance Research Program, released April 2016, based on the November 2015 submission. Available online at:
    1. Mukesh MB, Harris E, Collette S, Coles CE, Bartelink H, Wilkinson J, et al. . Normal tissue complication probability (NTCP) parameters for breast fibrosis: pooled results from two randomised trials. Radiother Oncol. (2013) 108:293–8. 10.1016/j.radonc.2013.07.006
    1. Hammer C, Maduro JH, Bantema-Joppe EJ, van der Schaaf A, van der Laan HP, Langendijk JA, et al. . Radiation-induced fibrosis in the boost area after three-dimensional conformal radiotherapy with a simultaneous integrated boost technique for early-stage breast cancer: a multivariable prediction model. Radiother Oncol. (2017) 122:45–9. 10.1016/j.radonc.2016.10.006
    1. Darby SC, Ewertz M, McGale P, Bennet AM, Blom-Goldman U, Bronnum D, et al. . Risk of ischemic heart disease in women after radiotherapy for breast cancer. N Engl J Med. (2013) 368:987–98. 10.1056/NEJMoa1209825
    1. van den Bogaard VA, Ta BD, van der Schaaf A, Bouma AB, Middag AM, Bantema-Joppe EJ, et al. . Validation and modification of a prediction model for acute cardiac events in patients with breast cancer treated with radiotherapy based on three-dimensional dose distributions to cardiac substructures. J Clin Oncol. (2017) 35:1171–8. 10.1200/JCO.2016.69.8480
    1. Jacobse JN, Duane FK, Boekel NB, Schaapveld M, Hauptmann M, Hooning MJ, et al. . Radiation dose-response for risk of myocardial infarction in breast cancer survivors. Int J Radiat Oncol Biol Phys. (2019) 103:595–604. 10.1016/j.ijrobp.2018.10.025
    1. Essers M, Osman SO, Hol S, Donkers T, Poortmans PM. Accelerated partial breast irradiation (APBI): are breath-hold and volumetric radiation therapy techniques useful? Acta Oncol. (2014) 53:788–94. 10.3109/0284186X.2014.887226
    1. Schipaanboord BWK, Breedveld S, Rossi L, Keijzer M, Heijmen BJM. Automated prioritised 3D dose-based MLC segment generation for step-and-shoot IMRT. Phys Med Biol. (2019) 64:165013. 10.1088/1361-6560/ab1df9

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