Purpose

This study compares photon and proton therapy plans for patients with synchronous bilateral early breast cancer and estimates risks of early and late radiation-induced toxicities.

Materials and Methods

Twenty-four patients with synchronous bilateral early breast cancer receiving adjuvant radiation therapy using photons, 3-dimensional conformal radiation therapy or volumetric modulated arc therapy, were included and competing pencil beam scanning proton therapy plans were created. Risks of dermatitis, pneumonitis, acute esophageal toxicity, lung and breast fibrosis, hypothyroidism, secondary lung and esophageal cancer and coronary artery events were estimated using published dose-response relationships and normal tissue complication probability (NTCP) models.

Results

The primary clinical target volume V95% and/or nodal clinical target volume V90% were less than 95% in 17 photon therapy plans and none of the proton plans. Median NTCP of radiation dermatitis ≥ grade 2 was 18.3% (range, 5.4-41.7) with photon therapy and 58.4% (range, 31.4-69.7) with proton therapy. Median excess absolute risk (EAR) of secondary lung cancer at age 80 for current and former smokers was 4.8% (range, 0.0-17.0) using photons and 2.7% (range, 0.0-13.6) using protons. Median EAR of coronary event at age 80, assuming all patients have preexisting cardiac risk factors, was 1.0% (range, 0.0-5.6) with photons and 0.2% (range, 0.0-1.3) with protons.

Conclusion

Proton therapy plans improved target coverage and reduced risk of coronary artery event and secondary lung cancer while increasing the risk of radiation dermatitis.

Adjuvant breast cancer radiation therapy lowers the risk of recurrence and improves survival in selected patients [1, 2]; however, it comes with a spectrum of side effects ranging from relatively mild and transient to progressive and potentially fatal conditions. Most breast cancer patients treated with radiation therapy using state-of-the-art photon therapy receive adequate target coverage with low exposure of normal tissue [3]. However, a subset of patients may benefit from favorable dose distributions that can be achieved with spot-scanning proton therapy [37], particularly patients with synchronous bilateral breast cancer [8, 9].

Synchronous bilateral early breast cancers are estimated to account for 1%-3% of all breast cancer incidences [1012]. Radiation therapy planning for synchronous bilateral breast cancer is challenging, particularly in bilateral high-risk breast cancer with an indication for internal mammary node (IMN) irradiation on both sides. In 3-dimensional (3D) conformal radiotherapy (CRT), medial target coverage may be compromised to avoid tangential field overlap. Volumetric modulated arc therapy (VMAT) can improve target coverage but may result in increased exposure of heart and lungs [13] owing to a sometimes substantial low-dose bath. Comprehensive assessment of a wide range of potential adverse effects of radiation is required to provide a better picture of advantages and disadvantages of competing treatment strategies.

The aim of this study is to compare dosimetric differences in photon and proton therapy plans and estimate risks of a wide range of radiation-induced toxicity in a series of consecutive patients with bilateral breast cancer.

Thirty-five consecutive patients with synchronous bilateral early breast cancer received photon radiation therapy at Department of Oncology, Rigshospitalet, between 2013 and 2016. Eleven patients with implants, treated with partial breast irradiation or extended clinical target volume (CTV) modifications were excluded from the study resulting in 24 included patients. The study was approved by the Danish Patient Safety Authority.

A bolus of 5 mm thickness was applied along the mastectomy scar on chest wall targets according to the guidelines of the Danish Breast Cancer Group (DBCG). The patients were CT scanned and treated in the supine position with arms above the head in either free breathing (patients receiving breast only irradiation) or using the noninvasive voluntary deep inspiration breath-hold (DIBH) technique (patients receiving lymph node irradiation) according to institutional guidelines [14]. The same CT scan was used for both the clinically delivered photon therapy plan and the comparative proton therapy plan. If patients were replanned during the course, the plan used for most fractions was selected for the treatment plan comparison.

CTVs were contoured according to DBCG guidelines [15] for patients receiving radiation therapy before 2016 and according to the European Society for Radiotherapy and Oncology (ESTRO) consensus guidelines for patients treated in 2016 [16]. Lymph nodes were for some cases irradiated and included lymph node levels II to IV, interpectoral nodes, and IMN. For some patients who had mastectomies, the primary CTV (CTVp) did include parts of the bolus. For this study, CTVp was cropped 5 mm from the body outline. Also, the heart was contoured or recontoured retrospectively following the contouring atlas by Feng et al [17]. The thyroid gland and esophagus (from the 6th cervical vertebrae to the gastro-esophageal junction) were contoured retrospectively in patients receiving local regional irradiation.

The delivered fractionation scheme was either 40 Gy in 15 fractions (2.67 Gy per fraction) or 50 Gy in 25 fractions (2 Gy per fraction), and it was not necessarily the same for right- and left-sided targets within the same patient. The fractionation scheme was decided according to the guidelines of DBCG and multidisciplinary team discussions. Three patients received unilateral sequential boost of 10 Gy in 5 fractions (1 patient) or 16 Gy in 8 fractions (2 patients), but the boosts were not considered for the purpose of this study.

Clinical planning objectives for patients treated before 2016 were to cover CTVp (whole breast or the chest wall) with 95% to 107% and lymph node CTVs with 90% to 107% of the prescribed dose. Clinical planning objectives for patients receiving radiation therapy in 2016 were V95% (volume that received at least 95% of the prescribed dose) ≥ 98% for CTVp, V90% ≥ 98% for lymph node CTVs, and V107% ≤ 2% for all CTVs. All comparative proton plans were created following the 2016 planning objectives. Dose to normal tissues should be as low as reasonably achievable with specific dose objectives for the heart and lungs (heart: V20Gy/V17Gy ≤ 10% (50Gy in 25 fractions / 40Gy in 15 fractions) and V40Gy/V35Gy ≤ 5% for local regional irradiation and V17Gy ≤ 5% and V35Gy ≤ 1% for breast only irradiation; each lung: V20Gy/V17Gy ≤ 35% and mean dose ≤ 18Gy/16Gy for local regional irradiation and V17Gy ≤ 25% and mean dose ≤ 16 Gy for breast only irradiation. Challenging cases were discussed in the clinic, and for some patients the dose objectives were compromised.

Photon Therapy Planning

The clinically delivered photon therapy plans were created using the 3D CRT or VMAT technique (see Figure 1). Three-dimensional CRT for patients with no lymph node targets consisted of opposing tangential fields using 2 isocenters centrally placed in the left and right breasts. For patients receiving local regional irradiation, periclavicular fields were added with a field junction at the isocenter. Fields used 6 MV photons as well as field-in-field techniques with supplementary 18 MV fields to ensure homogeneous target coverage. Planning target volumes were not used with 3D CRT, instead the multileaf collimator was adapted to the CTV with a margin of 1 cm for each field. The multileaf collimators were subsequently modified in some patients to shield the heart.

Figure 1.

Examples of dose distributions for the clinically delivered photon therapy plan and the comparative proton therapy plan for 2 patients treated with 50 Gy in 25 fractions. The color wash shows 10% to 110% of the prescribed dose. For patient A, adequate coverage of CTVp and IMN was achieved with VMAT but resulted in high exposure of the heart. For patient B (treated with 3D CRT), coverage of CTVp and IMN was compromised (white arrow) to avoid overlapping fields. Adequate target coverage and low exposure of the heart were achievable with protons for both patients.

Abbreviations: CRT, conformal radiotherapy; CTVp, primary clinical target volume (whole breast or chest wall); DVH, dose-volume histogram; IMN, internal mammary nodes; RBE, relative biological effectiveness; VMAT, volumetric arc therapy.

Figure 1.

Examples of dose distributions for the clinically delivered photon therapy plan and the comparative proton therapy plan for 2 patients treated with 50 Gy in 25 fractions. The color wash shows 10% to 110% of the prescribed dose. For patient A, adequate coverage of CTVp and IMN was achieved with VMAT but resulted in high exposure of the heart. For patient B (treated with 3D CRT), coverage of CTVp and IMN was compromised (white arrow) to avoid overlapping fields. Adequate target coverage and low exposure of the heart were achievable with protons for both patients.

Abbreviations: CRT, conformal radiotherapy; CTVp, primary clinical target volume (whole breast or chest wall); DVH, dose-volume histogram; IMN, internal mammary nodes; RBE, relative biological effectiveness; VMAT, volumetric arc therapy.

Close modal

VMAT plans were created with a single isocenter posterior to the sternum and comprised 2 to 3 partial arcs ranging between 220° and 140°. Planning target volumes were generated with a 5 to 7 mm margin to the CTV and afterwards contracted to 3 to 5 mm under the skin surface.

The photon therapy plans were generated in the Eclipse treatment planning system (Varian Medical Systems, Palo Alto, California) and calculated using the analytical anisotropic algorithm or the AcurosXB algorithm. For this study, all photon therapy plans were recalculated with the AcurosXB algorithm.

Proton Therapy Planning

The pencil beam scanning proton therapy plans were created in the Eclipse treatment planning system using multifield optimization (see Figure 1). Relative biological effectiveness (RBE) was assumed to be 1.1. Two isocenters were used; 1 centrally aligned with the right-sided CTVs and 1 centrally aligned with the left-sided CTVs. Four to 6 en face fields were used with 2 to 3 per isocenter. Field angles for right-sided targets ranged from 310° to 10° and field angles for left-sided targets ranged from 350° to 50°. Medial hot spots in patients receiving local regional irradiation could be reduced using anterior-posterior field directions (350°-10°) for some of the fields. A range shifter of water-equivalent thickness of 57 mm was applied to cover the superficial target areas. The distance between isocenter and snout position was set to 25 cm. Spots were placed in a hexagonal grid with spot spacing of 0.350 to 0.425 times the full width at half maximum of the spot in air at the given energy. Bolus and superficial clips and wires were delineated, and the density of these structures was assigned to be air by overriding the Hounsfield units.

The CTVs and heart objectives were optimized robustly using 14 plan uncertainty parameters: ±0.5 cm isocenter shift in x, y, and z direction ±3.5% range uncertainty (12 scenarios) and ±3.5% range uncertainty (2 scenarios). Field uncertainty parameters of ±0.5 cm in lateral direction were applied to account for uncertainty of right- and left-sided fields overlapping when using 2 isocenters. Optimisation structures were created by expanding the CTVs with a 5 mm margin to help increase the dose at the border of the CTV to achieve robust target coverage. The plans were optimized with the nonlinear universal proton optimizer (NUPO) algorithm, and dose calculations were carried out using the proton convolution superposition algorithm with a 0.25-cm dose grid. The plans were normalized such that mean dose to the combined CTVs equaled prescription dose.

The plan creation process had additional steps if different fractionation schemes were used for the right- and left-sided targets: the plan was created and optimized as previously described using 50 GyRBE in 25 fractions; the plan was then copied, and right-sided fields were deleted in one of the plans and left-sided fields were deleted in the other plan. The fractionation scheme was then changed to 40 GyRBE in 15 fractions for the relevant laterality, and the 2 plans were afterwards summed. When reducing dose per fraction, spots may be deleted owing to a minimum allowed spot weight, and thus it was important to go from a 2-GyRBE dose per fraction to 2.67 GyRBE.

Plan Evaluation

Homogeneity index (HI) was calculated for the CTVp and defined [18] as:
formula
D2%, D50%, and D98% represent the dose received by 2%, 50%, and 98% of the CTVp, respectively.

Plan uncertainty evaluation against uncertainty in patient positioning in ± x, y, and z (0.5 cm) ± proton beam range (3.5%) were estimated using integrated evaluation tool in Eclipse for all proton plans (14 scenarios). The objective for the plan uncertainty was that at least 13 out of 14 scenarios should fulfil V95% ≥ 95% for CTVp and V90% ≥ 95% for the individual lymph nodes.

Paired, 2-tailed Wilcoxon signed rank test was used to compare dose metrics and estimated risks in the photon versus proton therapy plans.

Bioeffect Modeling

We aimed to provide a comprehensive assessment of the risk of toxicity and second malignancy induction following the competing treatment plans. See Table 1 for a summary of the bioeffect modeling studies underlying the applied models and Supplemental Appendix A for a detailed description of the models. We prioritized models based on breast cancer; however, in some cases such data were not available, and we reverted to using data based on non–small cell lung cancer.

Table 1.

Summary of normal tissue complication models used in the present work.

Summary of normal tissue complication models used in the present work.
Summary of normal tissue complication models used in the present work.

The toxicities were grouped in 3 overall categories (a-c):

  • Early toxicities

    • Radiation dermatitis grade ≥ 2 [19]

    • Radiation pneumonitis grade ≥ 1 [21]

    • Acute esophageal toxicity grade ≥ 2 [22]

  • Late, non–life-threatening toxicities:

    • Lung fibrosis grade ≥ 2 [24]

    • Breast fibrosis grade ≥ moderate [25]

    • Hypothyroidism [26]

  • Late, life-threatening toxicities:

    • Coronary artery event at age 80 [27]

    • Secondary lung cancer at age 80 (for current or former smokers) [28]

    • Secondary esophageal cancer at age 80 [29]

For patients treated with 2 fractionation schemes, the 40 Gy in 15 fractions were converted to 50 Gy in 25 fractions for the purpose of modeling risks. For patients treated in 15 fractions, the dose metric used in the models for radiation pneumonitis and coronary artery events were converted to the corresponding biological equivalent dose metric in 25 fractions (Equation A2 in Supplemental Appendix A). Relevant α/β ratios are provided in Table 1. Acute esophageal toxicity, hypothyroidism, and secondary esophageal cancers were only modeled for patients receiving local regional irradiation.

Late, life-threatening toxicities were modeled as excess absolute risk (EAR) of having an event before the age of 80 years. Secondary lung and esophageal cancers were modeled following the methodology in Brodin et al [34]. The EAR of secondary lung cancer for never-smokers was assumed to be 0% since Grantzau et al [28] found a non–statistically significant excess relative risk of 0.06 per Gy to the center of the lung tumor for never-smokers.

Coronary artery events were defined as myocardial infarction, coronary revascularization, death from ischemic or unstable angina [27]. The EAR of a coronary artery event was modeled twice for each patient: first assuming no preexisting cardiac risk factors and second assuming preexisting cardiac risk factors. Cardiac risk factors included current smoking, body mass index ≥ 30, and a history of ischemic heart disease, diabetes, or chronic obstructive pulmonary disease [27].

Median patient age was 65 years (range, 33-81). Patient and treatment characteristics are provided in Table 2.

Table 2.

Patient and treatment characteristics for the 24 patients included in the study.

Patient and treatment characteristics for the 24 patients included in the study.
Patient and treatment characteristics for the 24 patients included in the study.

The CTVp V95% was less than 95% in 12 photon therapy plans (6 plans including lymph node irradiation) and less than 90% in 3 photon plans (1 plan including lymph node irradiation) for either left, right or both CTVp. The nodal CTV (CTVn) V90% was less than 95% in 10 photon plans and less than 90% for 7 photon plans for at least one of the CTVn. The CTVp V95% and the CTVn V90% in the proton therapy plans were 97.8% or more. The median HI for CTVp was 0.10 (range, 0.07-0.95) using photons and 0.08 (range, 0.06–0.11) using protons (P < .001).

Median mean heart dose was 2.3 Gy (range, 0.7-12.4) for photon therapy plans versus 0.5 Gy RBE (range, 0.1-2.3) for proton therapy plans (P < .001), see Figure 2. Median V20Gy for both lungs was 18.9% (range, 5.7-30.4) using photons and 7.1% (range, 0.8-28.6) using protons (P < .001). Dosimetric results are provided in Table 3.

Figure 2.

Mean doses to heart, whole lung, and esophagus from the photon and competing proton therapy plan for each patient. Esophagus and thyroid gland were only delineated and evaluated in patients receiving lymph node irradiation (12 patients). The mean doses in this figure were not fractionation corrected.

Figure 2.

Mean doses to heart, whole lung, and esophagus from the photon and competing proton therapy plan for each patient. Esophagus and thyroid gland were only delineated and evaluated in patients receiving lymph node irradiation (12 patients). The mean doses in this figure were not fractionation corrected.

Close modal
Table 3.

Dosimetric results for the clinically delivered photon therapy plan and the competing proton therapy plan. Dose metrics in this table were reported assuming RBE = 1.1, and the metrics were not fractionation corrected. Esophagus and thyroid gland were only delineated and evaluated in patients receiving local regional irradiation (12 patients). Note that patients receiving breast only irradiation were treated in free breathing, and patients receiving local regional irradiation were treated in deep inspiration breath-hold. Abbreviations: CTVp, primary clinical target volume; LN, lymph nodes; IMN, internal mammary nodes; HI, homogeneity index; VXX%, volume that received at least XX% of the prescribed dose; VXXGy, volume that received at least XX Gy; CV20Gy, volume that received less than 20 Gy.

Dosimetric results for the clinically delivered photon therapy plan and the competing proton therapy plan. Dose metrics in this table were reported assuming RBE = 1.1, and the metrics were not fractionation corrected. Esophagus and thyroid gland were only delineated and evaluated in patients receiving local regional irradiation (12 patients). Note that patients receiving breast only irradiation were treated in free breathing, and patients receiving local regional irradiation were treated in deep inspiration breath-hold. Abbreviations: CTVp, primary clinical target volume; LN, lymph nodes; IMN, internal mammary nodes; HI, homogeneity index; VXX%, volume that received at least XX% of the prescribed dose; VXXGy, volume that received at least XX Gy; CV20Gy, volume that received less than 20 Gy.
Dosimetric results for the clinically delivered photon therapy plan and the competing proton therapy plan. Dose metrics in this table were reported assuming RBE = 1.1, and the metrics were not fractionation corrected. Esophagus and thyroid gland were only delineated and evaluated in patients receiving local regional irradiation (12 patients). Note that patients receiving breast only irradiation were treated in free breathing, and patients receiving local regional irradiation were treated in deep inspiration breath-hold. Abbreviations: CTVp, primary clinical target volume; LN, lymph nodes; IMN, internal mammary nodes; HI, homogeneity index; VXX%, volume that received at least XX% of the prescribed dose; VXXGy, volume that received at least XX Gy; CV20Gy, volume that received less than 20 Gy.

Median NTCP of radiation dermatitis ≥ grade 2 was 18.3% (range, 5.4-41.7) with photon therapy and 58.4% (range, 31.4-69.7) with proton therapy. Median EAR of coronary event at age 80 assuming all patients having preexisting cardiac risk factors was 1.0% (range, 0.0-5.6) with photons and 0.2% (range, 0.0-1.3) with protons. Median EAR of secondary lung cancer at age 80 for current and former smokers was 4.8% (range, 0.0-17.0) using photons and 2.7% (range, 0.0-13.6) using protons. Risk estimates for all the studied radiation-induced toxicities for the delivered photon therapy plans and the competing proton therapy plans are provided in Table B1 and in Figure B1 in Supplemental Appendix B. Figure 3 shows a box plot of difference in NTCP between photon and proton therapy for the studied endpoints.

Figure 3.

Boxplot of the delta normal tissue complication probability (NTCP) for the studied toxicities. Δ NTCP was defined as NTCP for photons minus NTCP for protons. The toxicities were categorized in early (green), late, non–life-threatening (yellow), and late, life-threatening (red). Note the different scale for delta NTCP for radiation dermatitis and hypothyroidism.

Figure 3.

Boxplot of the delta normal tissue complication probability (NTCP) for the studied toxicities. Δ NTCP was defined as NTCP for photons minus NTCP for protons. The toxicities were categorized in early (green), late, non–life-threatening (yellow), and late, life-threatening (red). Note the different scale for delta NTCP for radiation dermatitis and hypothyroidism.

Close modal

For patients with bilateral breast cancer, we observed compromises on CTVp coverage (V95% < 95%) for half the patients with the delivered photon plans (all treated with 3D CRT), often to avoid extensive dose to the heart or to avoid overlap between the tangential fields. Adequate target coverage could probably have been obtained using the VMAT technique, but might, in return, increase the dose to the heart and lungs.

It is difficult to weigh the importance of different early and late toxicity risks. However, studies looking at one endpoint at a time may inadvertently bias toward one of the modalities. In this study, we observed a reduced risk of coronary artery events and lung endpoints but a greater risk of radiation dermatitis and larger exposure of the esophagus with the proton therapy plans compared with the photon therapy plans.

The DBCG-IMN study found that IMN irradiation improved overall survival in patients with high-risk unilateral breast cancer [35] and the NCIC-CTG MA.20 and EORTC 22922/10925 randomized controlled trials showed that regional lymph node irradiation reduced the rate of breast cancer recurrence [3638]. Accordingly, a subgroup of our patients for whom large compromises on target coverage were made may have a clinically relevant benefit from adequate target coverage obtained with proton therapy. It should be noted that tumor control and survival data in synchronous bilateral breast cancer are limited [39].

In the DBCG Proton trial (ClinicalTrials.gov number, NCT04291378) [40], breast cancer patients are randomized between photon radiation therapy and proton therapy. Full target coverage is a prerequisite and patients may be included if exposure to the heart or lungs exceeds a prespecified threshold with photon therapy [41]. After randomization, the optimal proton and photon plans are made (including possible target compromises as deemed optimal by treating physician). We suspect that most patients in the present study would have been candidates for the trial if treated today, especially patients referred for lymph node irradiation including the IMN. The Dutch proton therapy strategy is a model-based selection [42, 43] using delta NTCP ≥ 2% of coronary artery event at age 80 [27] as plan selection criteria. In this study, 2 patients had an estimated delta NTCP ≥ 2% assuming no cardiac risk factors, and 4 patients, assuming at least 1 risk factor. However, as illustrated by our analyses, comprehensive assessment of both target compromises and several competing endpoints are relevant for such selection processes.

The clinically delivered photon therapy plans were created in our department between 2013 and 2016; thus, recent improvements in photon therapy planning, such as knowledge-based treatment planning [44] or tangential VMAT planning [45], might allow for improved dose distributions. All patients receiving breast only irradiation were treated in free breathing, and treatment in DIBH could potentially have reduced the dose to the heart and lungs [46], and an expansion of the chest might have allowed for wider tangential angles. Proton therapy plans for breast cancer have been shown to be robust against respiratory motion when using an en face field arrangement [47, 48], and treatment planning studies have indicated no benefit from DIBH in proton therapy [5, 6] despite the caudal displacement of the heart in DIBH, moving it away from the IMN.

This study presents a variety of modeled radiation-induced risks, all of which come with substantial uncertainties that should be acknowledged. The models for radiation pneumonitis, acute esophageal toxicity, and lung fibrosis are based on predominately non–small cell lung cancer patients; it should be acknowledged that patients in this group are frailer, more often have comorbidities, and receive other dose distributions, concurrent chemotherapy, and fractionation schemes. Coronary artery events were modeled using dose-response data from a population-based case-control study [27] in which none of the patients received taxanes or trastuzumab and only a few were treated with anthracyclines; these treatments are known to affect the heart [49]. All the models, except for the radiation dermatitis model, are based on photon therapy data having different dose distributions and different biological effects than protons. For this study, the CTVp was cropped 5 mm from the body outline for all chest wall targets, which might have resulted in an overestimation of the maximum dose to skin (and therefore, an overestimation of the risk of radiation dermatitis) in photon therapy plans. The risks of telangiectasia, cosmesis, and brachial plexopathy were considered for the risk assessment; however, the risks were considered negligible as they depend on a dose above 108% to 110% of the prescription dose, which is restricted in DBCG guidelines [50]. We did not manage to establish models for rib fracture [51], oedema, arm, or shoulder morbidity.

A comprehensive toxicity risk assessment, using data-driven risk estimates, was conducted for 24 patients with synchronous bilateral breast cancer. Compromises in target coverage were seen in the clinical 3D CRT plans, whereas proton therapy plans could have provided sufficient target coverage, especially patients referred for lymph node irradiation including the IMN. Proton therapy led to the lowest estimated risk of radiation pneumonitis, lung and breast fibrosis, coronary artery events, and secondary lung cancer; however, it also led to a substantially higher risk of radiation dermatitis.

The authors wish to thank Neige Journy for providing modeling details related to esophageal cancer risk.

CrediT: Line Bjerregaard Stick: conceptualization, methodology, data curation, formal analysis and writing – original draft; Maria Fuglsang Jensen: methodology and writing – review and editing; Søren M. Bentzen: methodology and writing – review and editing; Claus Kamby: writing – review and editing; Anni Young Lundgaard: data curation and writing – review and editing; Maja Vestmø Maraldo: data curation and writing – review and editing; Birgitte Vrou Offersen: writing – review and editing; Jen Yu: methodology and writing – review and editing; Ivan Richter Vogelius: conceptualization, methodology, writing – review and editing.

Conflicts of interest: Line Bjerregaard Stick, PhD, is the recipient of a grant from Varian Medical Systems (Palo Alto, CA, USA). Ivan Richter Vogelius, PhD, DMSc, receives grants and educational fees from Varian Medical Systems and grants from ViewRay (Cleveland, OH, USA) and Brainlab (Munich, Germany).

Funding: Søren M. Bentzen, PhD, DMSc, was supported by funds through the Maryland Department of Health's Cigarette Restitution Fund Program. The study is supported by Eva & Henry Frænkels Mindefond, Dagmar Marshalls Fond, Kirsten & Freddy Johansen's award, and National Institutes of Health (NIH) grant No. P30 CA 134274-04.

Ethical approval: All patient data have been collected under internal review board (IRB) approved protocol.

1. 
McGale
P,
Taylor
C,
Correa
C,
Cutter
D,
Duane
F,
Ewertz
M,
Gray
R,
Mannu
G,
Peto
R,
Whelan
T,
Wang
Y,
Wang
Z,
Darby
S,
Albain
K,
Anderson
S,
Arriagada
R,
Barlow
W,
Bergh
J,
BergstenNordström
E,
Bliss
J,
Burrett
JA,
Buyse
M,
Cameron
D,
Carrasco
E,
Clarke
M,
Coleman
R,
Correa
C,
Coates
A,
Collins
R,
Costantino
J,
Cutter
D,
Cuzick
J,
Darby
S,
Davidson
N,
Davies
C,
Davies
K,
Delmestri
A,
Di Leo
A,
Dowsett
M,
Elphinstone
P,
Evans
V,
Ewertz
M,
Forbes
J,
Gelber
R,
Gettins
L,
Geyer
C,
Gianni
L,
Gnant
M,
Goldhirsch
A,
Godwin
J,
Gray
R,
Gregory
C,
Hayes
D,
Hill
C,
Ingle
J,
Jakesz
R,
James
S,
Janni
W,
Kaufmann
M,
Kerr
A,
Liu
H,
MacKinnon
E,
Martín
M,
McGale
P,
McHugh
T,
Morris
P,
Norton
L,
Ohashi
Y,
Paik
S,
Pan
HC,
Perez
E,
Peto
R,
Piccart
M,
Pierce
L,
Pritchard
K,
Pruneri
G,
Raina
V,
Ravdin
P,
Robertson
J,
Rutgers
E,
Shao
YF,
Sparano
J,
Swain
S,
Taylor
C,
Valagussa
P,
Viale
G,
Von Minckwitz
G,
Whelan
T,
Winer
E,
Wiang
X,
Wang
Y,
Wood
W.
Effect of radiotherapy after mastectomy and axillary surgery on 10-year recurrence and 20-year breast cancer mortality: meta-analysis of individual patient data for 8135 women in 22 randomisedtrials
.
Lancet
.
2014
;
383
:
2127
35
.
2. 
Darby
S,
McGale
P,
Correa
C,
Taylor
C,
Arriagada
R,
Clarke
M,
Cutter
D,
Davies
C,
Ewertz
M,
Godwin
J,
Gray
R,
Pierce
L,
Whelan
T,
Wang
Y,
Peto
R,
Albain
K,
Anderson
S,
Arriagada
R,
Barlow
W,
Bergh
J,
Bliss
J,
Buyse
M,
Cameron
D,
Carrasco
E,
Clarke
M,
Correa
C,
Coates
A,
Collins
R,
Costantino
J,
Cutter
D,
Cuzick
J,
Darby
S,
Davidson
N,
Davies
C,
Davies
K,
Delmestri
A,
Di Leo
A,
Dowsett
M,
Elphinstone
P,
Evans
V,
Ewertz
M,
Gelber
R,
Gettins
L,
Geyer
C,
Goldhirsch
A,
Godwin
J,
Gray
R,
Gregory
C,
Hayes
D,
Hill
C,
Ingle
J,
Jakesz
R,
James
S,
Kaufmann
M,
Kerr
A,
MacKinnon
E,
McGale
P,
McHugh
T,
Norton
L,
Ohashi
Y,
Paik
S,
Pan
HC,
Perez
E,
Peto
R,
Piccart
M,
Pierce
L,
Pritchard
K,
Pruneri
G,
Raina
V,
Ravdin
P,
Robertson
J,
Rutgers
E,
F Shao
Y,
Swain
S,
Taylor
C,
Valagussa
P,
Viale
G,
Whelan
T,
Winer
E,
Wang
Y,
Wood
W.
Effect of radiotherapy after breast-conserving surgery on 10-year recurrence and 15-year breast cancer death: meta-analysis of individual patient data for 10 801 women in 17 randomised trials
.
Lancet
.
2011
;
378
:
1707
16
.
3. 
Stick
LB,
Yu
J,
Maraldo
MV,
Aznar
MC,
Pedersen
AN,
Bentzen
SM,
Vogelius
IR.
Joint estimation of cardiac toxicity and recurrence risks after comprehensive nodal photon versus proton therapy for breast cancer
.
Int J Radiat Oncol Biol Phys
.
2017
;
97
:
754
61
.
4. 
Jimenez
RB,
Hickey
S,
DePauw
N,
Yeap
BY,
Batin
E,
Gadd
MA,
Specht
M,
Isakoff
SJ,
Smith
BL,
Liao
EC,
Colwell
AS,
Ho
A,
Januzzi
JL,
Passeri
J,
Neilan
TG,
Taghian
AG,
Lu
HM,
MacDonald
SM.
Phase II study of proton beam radiation therapy for patients with breast cancer requiring regional nodal irradiation
.
J Clin Oncol
.
2019
;
37
:
2778
85
.
5. 
Ranger
A,
Dunlop
A,
Hutchinson
K,
Convery
H,
Maclennan
MK,
Chantler
H,
Twyman
N,
Rose
C,
McQuaid
D,
Amos
RA,
Griffin
C,
deSouza
NM,
Donovan
E,
Harris
E,
Coles
CE,
Kirby
A.
A dosimetric comparison of breast radiotherapy techniques to treat locoregional lymph nodes including the internal mammary chain
.
Clin Oncol
.
2018
;
30
:
346
53
.
6. 
Flejmer
AM,
Edvardsson
A,
Dohlmar
F,
Josefsson
D,
Nilsson
M,
Witt Nyström P, Dasu A. Respiratory gating for proton beam scanning versus photon 3D-CRT for breast cancer radiotherapy
.
Acta Oncol
.
2016
;
55
:
577
83
.
7. 
De Rose
F,
Cozzi
L,
Meattini
I,
Fogliata
A,
Franceschini
D,
Franzese
C,
Tomatis
S,
Becherini
C,
Livi
L,
Scorsetti
M.
The potential role of intensity-modulated proton therapy in the regional nodal irradiation of breast cancer: a treatment planning study
.
Clin Oncol
.
2020
;
32
:
26
34
.
8. 
Sun
T,
Lin
X,
Tong
Y,
Liu
X,
Pan
L,
Tao
C,
Duan
J,
Yin
Y.
Heart and cardiac substructure dose sparing in synchronous bilateral breast radiotherapy: a dosimetric study of proton and photon radiation therapy
.
Front Oncol
.
2020
;
9
:
1
11
.
9. 
Vyfhuis
MAL,
Zhu
M,
Agyepong
B,
Nichols
EM.
Techniques for treating bilateral breast cancer patients using pencil beam scanning technology
.
Int J Part Ther
.
2019
;
6
:
1
11
.
10. 
Heron
DE,
Komarnicky
LT,
Hyslop
T,
Schwartz
GF,
Mansfield
CM.
Bilateralbreast carcinoma: Risk factors and outcomes for patients with synchronous and metachronous disease
.
Cancer
.
2000
;
88
:
2739
50
.
11. 
Kheirelseid
EAH,
Jumustafa
H,
Miller
N,
Curran
C,
Sweeney
K,
Malone
C,
McLaughlin
R,
Newell
J,
Kerin
MJ.
Bilateral breast cancer: analysis of incidence, outcome, survival and disease characteristics
.
Breast Cancer Res Treat
.
2011
;
126
:
131
40
.
12. 
Jobsen
JJ,
van der Palen
J,
Ong
F,
Riemersma
S,
Struikmans
H.
Bilateral breast cancer, synchronous and metachronous; differences and outcome
.
Breast Cancer Res Treat
.
2015
;
153
:
277
83
.
13. 
Wang
Y,
Park
JL.
Radiation therapy of synchronous bilateral breast carcinoma (SBBC) using volumetric modulated arc therapy (VMAT)
.
Int J Radiat Oncol
.
2015
;
93
:
E554
5
.
14. 
Damkjær
SMS,
Aznar
MC,
Pedersen
AN,
Vogelius
IR,
Bangsgaard
JP,
Josipovic
M.
Reduced lung dose and improved inspiration level reproducibility in visually guided DIBH compared to audio coached EIG radiotherapy for breast cancer patients
.
Acta Oncol
.
2013
;
52
:
1458
63
.
15. 
Nielsen
MH,
Berg
M,
Pedersen
AN,
Andersen
K,
Glavicic
V,
Jakobsen
EH,
Jensen
I,
Josipovic
M,
Lorenzen
EL,
Nielsen
HM,
Stenbygaard
L,
Thomsen
MS,
Vallentin
S,
Zimmermann
S,
Offersen
B V.
Delineation of target volumes and organs at risk in adjuvant radiotherapy of early breast cancer: national guidelines and contouring atlas by the Danish Breast Cancer Cooperative Group
.
Acta Oncol
.
2013
;
52
:
703
10
.
16. 
Offersen
B V.,
Boersma
LJ,
Kirkove
C,
Hol
S,
Aznar
MC,
Biete Sola A, Kirova YM, Pignol JP, Remouchamps V, Verhoeven K, Weltens C, Arenas M, Gabrys D, Kopek N, Krause M, Lundstedt D, Marinko T, Montero A, Yarnold J, Poortmans P. ESTRO consensus guideline on target volume delineation for elective radiation therapy of early stage breast cancer
.
Radiother Oncol
.
2015
;
114
:
3
10
.
17. 
Feng
M,
Moran
JM,
Koelling
T,
Chughtai
A,
Chan
JL,
Freedman
L,
Hayman
JA,
Jagsi
R,
Jolly
S,
Larouere
J,
Soriano
J,
Marsh
R,
Pierce
LJ.
Development and validation of a heart atlas to study cardiac exposure to radiation following treatment for breast cancer
.
Int J Radiat Oncol
.
2011
;
79
:
10
8
.
18. 
International Commission on Radiation Units and Measurements (ICRU)
.
Report 83: prescribing, recording, and reporting photon-beam intensity-modulated radiation therapy (IMRT)
.
J ICRU
.
2010
;
10
:
27
40
.
19. 
DeCesaris
CM,
Rice
SR,
Bentzen
SM,
Jatczak
J,
Mishra
MV,
Nichols
EM.
Quantification of acute skin toxicities in patients with breast cancer undergoing adjuvant proton versus photon radiation therapy: a single institutional experience
.
Int J Radiat Oncol Biol Phys
.
2019
;
104
:
1084
90
.
20. 
Bentzen
SM,
Dische
S.
Morbidityrelated to axillary irradiation in the treatment of breast cancer
.
Acta Oncol
.
2000
;
39
:
337
47
.
21. 
Marks
LB,
Bentzen
SM,
Deasy
JO,
Kong
F-M (Spring)
Bradley
JD,
Vogelius
IS,
El Naqa
I,
Hubbs
JL,
Lebesque
JV,
Timmerman
RD,
Martel
MK,
Jackson
A.
Radiation dose–volume effects in the lung
.
Int J Radiat Oncol
.
2010
;
76
:
S70
6
.
22. 
Belderbos
J,
Heemsbergen
W,
Hoogeman
M,
Pengel
K,
Rossi
M,
Lebesque
J.
Acute esophageal toxicity in non-small cell lung cancer patients after high dose conformal radiotherapy
.
Radiother Oncol
.
2005
;
75
:
157
64
.
23. 
Joiner
MC,
van der Kogel
A.
Basic Clinical Radiobiology
.
4th ed.
Boca Raton, FL
:
CRC Press;
2009
.
24. 
Tucker
SL,
Xu
T,
Paganetti
H,
Deist
T,
Verma
V,
Choi
N,
Mohan
R,
Liao
Z.
Validation of effective dose as a better predictor of radiation pneumonitis risk than mean lung dose: secondary analysis of a randomized trial
.
Int J Radiat Oncol Biol Phys
.
2019
;
103
:
403
10
.
25. 
Mukesh
MB,
Harris
E,
Collette
S,
Coles
CE,
Bartelink
H,
Wilkinson
J,
Evans
PM,
Graham
P,
Haviland
J,
Poortmans
P,
Yarnold
J,
Jena
R.
Normal tissue complication probability (NTCP) parameters for breast fibrosis: pooled results from two randomised trials
.
Radiother Oncol
.
2013
;
108
:
293
8
.
26. 
Huang
H,
Roberson
J,
Hou
W,
Mani
K,
Valentine
E,
Ryu
S,
Stessin
A.
NTCP model for hypothyroidism after supraclavicular-directed radiation therapy for breast cancer
.
Radiother Oncol
.
2021
;
154
:
87
92
.
27. 
Darby
SC,
Ewertz
M,
McGale
P,
Bennet
AM,
Blom-Goldman
U,
Brnønum
D,
Correa
C,
Cutter
D,
Gagliardi
G,
Gigante
B,
Jensen
MB,
Nisbet
A,
Peto
R,
Rahimi
K,
Taylor
C,
Hall
P.
Risk of ischemic heart disease in women after radiotherapy for breast cancer
.
N Engl J Med
.
2013
;
368
:
987
98
.
28. 
Grantzau
T,
Thomsen
MS,
Væth
M,
Overgaard
J.
Risk of second primary lung cancer in women after radiotherapy for breast cancer
.
Radiother Oncol
.
2014
;
111
:
366
73
.
29. 
Journy
N,
Schonfeld
SJ,
Hauptmann
M,
Roberti
S,
Howell
RM,
Smith
SA,
Vaalavirta
L,
Stovall
M,
van Leeuwen
FE,
Weathers
RE,
Hodgson
D,
Gilbert
ES,
Berrington de Gonzalez
A,
Morton
LM.
Dose-volume effects of breast cancer radiation therapy on the risk of second oesophageal cancer
.
Radiother Oncol
.
2020
;
151
:
33
9
.
30. 
NORDCAN
.
Cancer incidence per 100,000 by age for females in Denmark 2016
.
Accessed May 18, 2021.
31. 
Statistics Denmark
.
Survivors per 100,000 by age for females in Denmark from 2015 to 2019.
Accessed May 18, 2021.
32. 
Danish Health Authority
.
Smoking habits in Denmark 2018.
Accessed May 18, 2021.
33. 
Centers for Disease Control and Prevention (CDC)
.
What are the risk factors for lung cancer?
Accessed May 18,
2021
.
34. 
Brodin
NP,
Vogelius
IR,
Maraldo
M V.,
Munck Af Rosenschöld P, Aznar MC, Kiil-Berthelsen A, Nilsson P, Björk-Eriksson T, Specht L, Bentzen SM. Life years lost-comparing potentially fatal late complications after radiotherapy for pediatric medulloblastoma on a common scale
.
Cancer
.
2012
;
118
:
5432
40
.
35. 
Thorsen
LBJ,
Offersen
BV,
Danø
H,
Berg
M,
Jensen
I,
Pedersen
AN,
Zimmermann
SJ,
Brodersen
HJ,
Overgaard
M,
Overgaard
J.
DBCG-IMN: A population-based cohort study on the effect of internal mammary node irradiation in early node-positive breast cancer
.
J Clin Oncol
.
2016
;
34
:
314
20
.
36. 
Whelan
TJ,
Olivotto
IA,
Parulekar
WR,
Ackerman
I,
Chua
BH,
Nabid
A,
Vallis
KA,
White
JR,
Rousseau
P,
Fortin
A,
Pierce
LJ,
Manchul
L,
Chafe
S,
Nolan
MC,
Craighead
P,
Bowen
J,
McCready
DR,
Pritchard
KI,
Gelmon
K,
Murray
Y,
Chapman
JAW,
Chen
BE,
Levine
MN.
Regional nodal irradiation in early-stage breast cancer
.
N Engl J Med
.
2015
;
373
:
307
16
.
37. 
Poortmans
PM,
Collette
S,
Kirkove
C,
Van Limbergen
E,
Budach
V,
Struikmans
H,
Collette
L,
Fourquet
A,
Maingon
P,
Valli
M,
De Winter
K,
Marnitz
S,
Barillot
I,
Scandolaro
L,
Vonk
E,
Rodenhuis
C,
Marsiglia
H,
Weidner
N,
Van Tienhoven
G,
Glanzmann
C,
Kuten
A,
Arriagada
R,
Bartelink
H,
Van Den Bogaert
W.
Internal mammary and medial supraclavicular irradiation in breast cancer
.
N Engl J Med
.
2015
;
373
:
317
37
.
38. 
Poortmans
PM,
Weltens
C,
Fortpied
C,
Kirkove
C,
Peignaux-Casasnovas
K,
Budach
V,
van der Leij
F,
Vonk
E,
Weidner
N,
Rivera
S,
van Tienhoven
G,
Fourquet
A,
Noel
G,
Valli
M,
Guckenberger
M,
Koiter
E,
Racadot
S,
Abdah-Bortnyak
R,
Van Limbergen
EF,
Engelen
A,
De Brouwer
P,
Struikmans
H,
Bartelink
H.
Internal mammary and medial supraclavicular lymph node chain irradiation in stage I–III breast cancer (EORTC 22922/10925): 15-year results of a randomised, phase 3 trial
.
Lancet Oncol
.
2020
;
21
:
1602
10
.
39. 
Mejdahl
MK,
Wohlfahrt
J,
Holm
M,
Balslev
E,
Knoop
AS,
Tjønneland
A,
Melbye
M,
Kroman
N.
Breast cancer mortality in synchronous bilateral breast cancer patients
.
Br J Cancer
.
2019
;
120
:
761
7
.
40. 
Danish Breast Cancer Group (DBCG)
.
The DBCG PROTON Trial. Adjuvant breast proton radiation therapy for early breast cancer patients: The Skagen Trial 2, a clinically controlled randomised phase III trial.
Accessed May 18,
2021
.
https://www.dbcg.dk/images/PDF/Protokoller/Proton/DBCG Proton trial hovedprotokol_version 1.1 220220_VEK godkendt.pdf
41. 
Stick
LB,
Lorenzen
EL,
Yates
ES,
Anandadas
C,
Andersen
K,
Aristei
C,
Byrne
O,
Hol
S,
Jensen
I,
Kirby
AM,
Kirova
YM,
Marrazzo
L,
Matías-Pérez
A,
Nielsen
MMB,
Nissen
HD,
Oliveros
S,
Verhoeven
K,
Vikström
J,
Offersen
BV.
Selection criteria for early breast cancer patients in the DBCG proton trial – The Randomised Phase III trial strategy
.
Clin Transl Radiat Oncol
.
2021
;
27
:
126
31
.
42. 
Langendijk
JA,
Boersma
LJ,
Rasch
CRN,
van Vulpen
M,
Reitsma
JB,
van der Schaaf
A,
Schuit
E.
Clinical trial strategies to compare protons with photons
.
Semin Radiat Oncol
.
2018
;
28
:
79
87
.
43. 
Langendijk
JA,
Lambin
P,
De Ruysscher
D,
Widder
J,
Bos
M,
Verheij
M.
Selection of patients for radiotherapy with protons aiming at reduction of side effects: the model-based approach
.
Radiother Oncol
.
2013
;
107
:
267
73
.
44. 
Poortmans
PMP,
Takanen
S,
Marta
GN,
Meattini
I,
Kaidar-Person
O.
Winter is over: the use of artificial intelligence to individualise radiation therapy for breast cancer
.
Breast
.
2020
;
49
:
194
200
.
45. 
Virén
T,
Heikkilä
J,
Myllyoja
K,
Koskela
K,
Lahtinen
T,
Seppälä
J.
Tangential volumetric modulated arc therapy technique for left-sided breast cancer radiotherapy
.
Radiat Oncol
.
2015
;
10
:
1
8
.
46. 
Nissen
HD,
Appelt
AL.
Improved heart, lung and target dose with deep inspiration breath hold in a large clinical series of breast cancer patients
.
Radiother Oncol
.
2013
;
106
:
28
32
.
47. 
Klaassen
L,
Petoukhova
AL,
Habraken
SJM,
Jacobs
J,
Sattler
MGA,
Verhoeven
K,
Klaver
YLB.
Effect of breathing motion on robustness of proton therapy plans for left-sided breast cancer patients with indication for locoregional irradiation
.
Acta Oncol
.
2020
;
60
:
1
7
.
48. 
Flejmer
AM,
Chehrazi
B,
Josefsson
D,
Toma-Dasu
I,
Dasu
A.
Impact of physiological breathing motion for breast cancer radiotherapy with proton beam scanning – an in silico study
.
Phys Medica
.
2017
;
39
:
88
94
.
49. 
Yeh
ETH,
Bickford
CL.
Cardiovascular complications of cancer therapy: incidence, pathogenesis, diagnosis, and management
.
J Am Coll Cardiol
.
2009
;
53
:
2231
2247
.
50. 
Barnett
GC,
Wilkinson
JS,
Moody
AM,
Wilson
CB,
Twyman
N,
Wishart
GC,
Burnet
NG,
Coles
CE.
The cambridge breast intensity-modulated radiotherapy trial: Patient- and treatment-related factors that influence late toxicity
.
Clin Oncol
.
2011
;
23
:
662
73
.
51. 
Wang
CC,
McNamara
AL,
Shin
J,
Schuemann
J,
Grassberger
C,
Taghian
AG,
Jimenez
RB,
MacDonald
SM,
Paganetti
H.
End-of-range radiobiological effect on rib fractures in patients receiving proton therapy for breast cancer
.
Int J Radiat Oncol Biol Phys
.
2020
;
107
:
449
54
.

Supplementary data