Skip to main content

Detection of a numeric value predictive of increased dose to left anterior descending coronary artery (LAD) in radiotherapy of breast cancer

Abstract

Purpose

We have evaluated thoracic conformation of patients in order to derive a numeric value predictive of an increased dose to left anterior descending coronary artery (LAD), critical structure for the development of late radio induced cardiac morbidity.

Methods

We have evaluated 91 patients (36–88 years) affected by breast cancer stage I–II (Tis–T1–2 N0–1), undergoing adjuvant radiotherapy with conventional fractionation. For each patient on CT images was measured the distance between the back face of the sternum (manubrium) and the anterior face of body of the corresponding vertebra (a), and the distance measured on the line at 45° between the vertebral body of the same vertebra and the back face of the rib corresponding (b). The a/b ratio showed values between 0.626 and 1.123. We used the median value (0.821) as cut-off to divide the patients in two groups. We calculated in both groups: Volume (Vol) heart, Vol LAD with an expansion of 0.6 mm; Dmean LAD (Gy); Dmax LAD (Gy); V10–V20–V30 (%) LAD and we correlated these values with parametric and non-parametric tests.

Results

The Pearson test has showed a statistically significant correlation between Vol breast and V10, V20, V30 with borderline significance (p = 0.006; p = 0.02; p = 0.05). The data were confirmed by testing non-parametric Kendall (tau = 0.004; tau = 0.015; tau = 0.016) and Spearman (rho = 0.003; rho = 0.016; rho = 0.015). We conducted categorizing into quartiles of breast volume and evaluated the correlation with a/b. We have found a significative correlation (p = 0.01) between small Vol breast (≤660.23 cc) and a/b < 0.0821 and greater Vol breast (>660.23 cc) with a/b > 0.0821. From the evaluation of the distribution of V10 in the two groups taking account of the Dmean ≤5 or >5 significance was found with a/b; Chi square 0.009 (0.01). Values ≤5 were observed in women with a/b < 0.0821. Values >5 in women with a/b > 0.0821.

Conclusions

The geometric conformity of chest thorax considering a/b and the value of 0.0821 can reveals an important parameter in the selection of patients suitable for radiation therapy on left breast in order to evaluate the risk of late cardiac events. This consideration during treatment planning can change the technique or the set-up allowing the development of a customized plan.

Background

In early-stage breast cancer, the conserving therapy and whole breast radiation treatment are an the standard option for both local control of the tumor and for esthetic results (Early Breast Cancer Trialists’ Collaborative Group 2000; Gasparini et al. 1991; Rose et al. 1989). An open question in the radiotherapy planning for early breast cancer is the potential toxicity on the heart even if cardiac damage is correlated to the heart-absorbed dose and differs between left- and right-breast radiation therapy (Gagliardi et al. 1996). Some factors, as age, hypertension, diabetes mellitus, total cholesterol, family history of early myocardial infarction at age <60 years, smoking, may influence the individual patient’s risk of developing heart disease (Wilson et al. 1998; Grundy et al. 1999). Systemic therapies used for the treatment of early breast cancer such as anthracyclines, trastuzumab, taxanes, tamoxifen, and letrozole have increased over the last few decades and these may potentiate the radiation’s effects on the heart (Offersen et al. 2011).

The predominance of ischemic heart disease indicates that the coronary arteries and in particular the left anterior descending artery (LAD) may be the critical structure for development of late radiation induced heart morbidity. The anterior portion of the heart and the LAD territory are the cardiac area more often enclosed within the tangential radiation fields used to treat left breast cancer (Schultz-Hector and Trott 2007). Different strategies to minimize dose to the heart are being developed, such as the use of respiratory gated radiotherapy, or alternative positioning of the patient in prone position (Vikstrom et al. 2011; Kirby et al. 2011; Kirby et al. 2010). Although new techniques, including intensity-modulated radiotherapy (Hurkmans et al. 2002) combined with free breathing gating (Korreman et al. 2006) and helical tomotherapy (Hui et al. 2004), may further reduce radiation-induced cardiac toxicities (Prosnitz et al. 2005), the most important factors in limiting cardiac radiation are associated with the techniques used and the expertise of the radiation oncologist. The dose distribution in the heart is not homogeneous and the highest doses are likely to be delivered to the anterior heart, including the LAD. The Danish Breast Cancer Cooperative Group (DBCG)introduced a national guideline recommending the doses to the heart has tobe as low as possible and preferably result in a maximum of 20 Gy can be given to the LAD (Offersen et al. 2010). The aim of the work was to identify, from the study of the different thoracic conformation of patients, a numeric value predictive of increased dose on anterior descending branch of LAD.

Methods

We have selected ninety consecutive Caucasian females (median age 57.9), treated with radiotherapy for early left breast cancer, pathologic stage I–II, from January to December 2012 (Table 1).

Table 1 Characteristics of patients

All patients underwent conservative surgery and adjuvant radiotherapy on whole breast (with or without boost on tumor bed) and without indication for regional nodal irradiation ≤3 positive nodes).

For each patient a CT simulation (Siemens somatom) was realized in supine position. Target Volumes were delineated according to the International Commission of Radiation Units criteria (International Commission of Radiation Units and Measurements - ICRU 1993; International Commission of Radiation Units and Measurements - ICRU 1999).

The target breast volume (clinical target volume; CTV) was extended from the clinical image plus second rib insertion in cranial direction, to the loss of CT apparent breast in caudal direction and skin in anterior direction. Pectoral muscles, chest-wall muscles and sternal-rib junction were excluded. Lateral and medial border were highly variable depending on breast size and the amount of ptosis in the supine position. The planning target volume (PTV) was generated from the CTV volume by adding a 7 mm margin in all directions and excluding the skin.

The LAD was contoured separately from the heart, using mediastinal CT windows. The LAD is difficult to visualize in a CT scan because its location is inferred from the course of the anterior-interventricular groove, conseguentely we added a 10-mm axial margin to the LAD to allow for delineation uncertainty and respiratory/cardiac motion (i.e. LAD + 1 cm).

Whole breast irradiation 3D-conformal treatments provided two equally-weighted opposed tangential fields using beams of photons 6 mV. The dose distribution was calculated and optimized using Pinnacle® System.

All patients were treated with a standard fractionation of dose: 50 Gy (2 Gy/fraction) to whole breast, and, for stage T1–T2–T3–N0–N1, a sequential additional dose of 10 Gy (2 Gy/fraction) directed to original tumor site. For each patient we calculated the Dose-Volume Histograms (DVHs) to the target and organs at risk focusing on heart and LAD. For each plan on the CT-images we measured the distance between the posterior surface of the sternum and the anterior surface of body of the corresponding vertebra (a), and the distance measured on the line at 45°, between the anterior surface of vertebral body and the back face of the corresponding rib (b) Figs. 1a–b and 2.

Fig. 1
figure 1

Examples of measurement of the distance a and b

Fig. 2
figure 2

Graphical representation of a and b

We calculated the median values of a/b measured in all patients and we used the value obtained as the cut-off to divide the patients into two groups. In the two groups, we calculated: cardiac Volume (cc); LAD volume with expansion of 0.6 mm to consider moving the LAD resulting from the heart beat and breathing movements PRV LAD (cc); Dmean LAD (Gy); Dmax LAD (Gy); V10 (%) LAD; V20 (%) LAD; V30 (%) LAD. We correlated these values with parametric and non-parametric test (Pearson–Kendall and Spearman test).

Results

The a/b ratio showed values between 0.626 and 1.123. The median value was 0.821 and was used to divide the patients in two groups. Group I included 46 patients with a/b > 0.821 (0.822–1.123). Group II included 45 patients with a/b ≤ 0.821 (0.626–0.821). The first correlation that we have performed was between breast volume and V10–V20–V30 (LAD) in order to evaluate whether the breast volume could affect the dose to the LAD with the angle of the beams needed to cover the target (Fig. 3a–d)

Fig. 3
figure 3

a DVH of patient with a/b: 0.747 and V10 PRV(LAD):1.28 %; V20–30–40–50 PRV(LAD): 0; b DVH of patient with a/b: 0.634 and V10 PRV(LAD):18 %; V20 PRV(LAD):9.3 %; V30 PRV(LAD): 4.8 %; V40 PRV(LAD): 2.9 %; V50 PRV(LAD): 0; c DVH of patient with a/b: 0.756 and V10 PRV(LAD):33.2 %; V20 PRV(LAD):24.8 %; V30 PRV(LAD): 17.7 %; V40 PRV(LAD): 11.6 %; V50 PRV(LAD): 2.1; d DVH of patient with a/b: 0.954 and V10 PRV(LAD):53.2 %; V20 PRV(LAD):47.2 %; V30 PRV(LAD): 42.9 %; V40 PRV(LAD): 36.4 %; V50 PRV(LAD): 8 %

The data concerning the values of Vol breast and values of the ratio a/b are reported respectively in Table 2.

Table 2 Volume breast—ratio a/b

We found with the Pearson test a statistically significant correlation between Vol breast and V10, V20 and V30 with borderline significance (p = 0.006; p = 0.02; p = 0.05, respectively). The data were confirmed by non-parametric test, such as Kendall (tau = 0.004; tau = 0.015; tau = 0.016) and Spearman (rho = 0.003; rho = 0.016; rho = 0.015). We conducted categorizing into quartiles of breast volume evaluated the correlation with a/b (Table 3).

Table 3 Volume breast categorized into quartiles

We found significance (p = 0.01) between small Vol breast and a/b ≤ 0.0821; a greater Vol breast has a greater correlation with a/b > 0.0821.

Finally, we evaluated the distribution V10 in the two groups taking account of the Dmean ≤5 or >5 and we found significance with a/b. Chi square 0.009 (0.01) (Table 4). Therefore patients with a/b ≤ 0.0821 have significant correlation with Dmean ≤5. Patients with a/b > 0.0821 have significant correlation with Dmean >5.

Table 4 Chi square

Discussion

Cardiac disease has been observed in patients receiving radiation to left chest wall after a left-side mastectomy, or due to irradiation on internal mammary chain. In other hand, modern radiotherapy techniques deliver less radiation to the heart than those of 30 years ago even to patients with left-side tumors (Jemal et al. 2011; Violet and Harmer 2004). The predominance of ischaemic heart disease in the anterior area indicates that the coronary arteries and in particular the LAD may be the critical structure for development of late radiation induced heart morbidity. In radiotherapy of breast cancer, the range of doses to the heart has changed due to the development of new techniques, beam energy, target doses, different volumes, and contouring modalities, nevertheless many studies report that the mean cardiac dose is greater for left- thus right-breast irradiation (Taylor et al. 2009; Roychoudhuri et al. 2007; Harris et al. 2006). However, our knowledge regarding the risk factors modulating the acute affects of cardiac radiation are not still sufficient, data regard are required (Darby et al. 2010). It appears that the cumulative dose and its fractioning determine acute and chronic cardiac effects of radiation therapy. In the past, pericarditis used to be the most common side effect in patients receiving traditional radiotherapy for Hodgkin’s disease (Carver et al. 2007). Dose restriction to 30 Gy with lower daily fraction, different weighting of radiation fields, and blocking of the subcarinal region have been reported to reduce the incidence of pericarditis from 20 to 2.5 %. The radiation may cause two types of cardiovascular disease: micro-vascular and macro-vascular disease. The first one is characterized by a decrease in capillary density causing chronic ischaemic heart disease and focal myocardial degeneration, and second one by the faster development of age-related atherosclerosis in the coronary arteries (Schultz-Hector and Trott 2007). However, there are patients with unfavourable anatomy combined with a tumor bed near to the heart who receive a high dose to the heart. Furthermore the aggressiveness of the adjuvant therapy of early breast cancer has increased over the last decades, thus the individual patient is often treated with several systemic therapies which may potentiate the radiation effects to the heart.

Our study, conducted on 91 patients selected for early left breast cancer, has identified a numeric value predictive of increased dose on anterior descending branch of LAD, from the different thoracic conformation of patients. The results have demonstrated that the geometric data a/b and its value >0.0821 could be factors to be taken into account in the enrollment of left breast cancer patients, especially for use of new fractionation schemes in the treatment of breast cancer stage I–II and could be indicative towards a prone set-up or a different technique for these patients with a series of controls cardiac close together. The analysis of the Early Breast Cancer Trialists’ Collaborative Group (Paszat et al. 1998; Darby et al. 2005) on the cause specific mortality among 20,000 women at 10–20 years after primary treatment clearly demonstrated the effectiveness of adjuvant radiotherapy for the reduction of local recurrence by about a factor of 3. However, this benefit did not translate into any survival benefit because it was offset by a statistically significant increase (about 30 %) in the annual death rate from cardiovascular deaths, which was ascribed to inadvertent irradiation of the coronary arteries, the carotid arteries, and other major arteries. Then there is convincing evidence that radiation doses lower than 10 % of the doses usually noted as tolerance doses for the irradiated heart in radiotherapy are associated with a significant increase in cardiovascular morbidity after latencies of 10 years.

The problem of clinical research into radiation-induced cardiovascular risk is the extremely long latency to symptomatic disease. The early perfusion changes which can be precisely quantified and recorded anatomically with modern non-invasive imaging techniques may prove ideal for the way forward. These changes occur early enough to develop, for example criteria of treatment plan optimization in the radiotherapy of breast cancer patients. A comprehensive clinical and translational research program should address a range of open questions, all of which may have an impact on the choice and delivery of post-operative radiotherapy techniques: left breast irradiation in patients with early breast cancer involves radiation-induced cardiovascular disease risk. Although modern radiotherapy techniques are likely to reduce the prevalence and severity of heart disease, her incidence is expected to increase in cancer survivors who have received old radiotherapy regimens. The adequate strategy for screening of heart disease remains a source of debate in the radiation and medical oncology community (Lancellotti et al. 2013). Nieder et al. (2007), claim that IMRT techniques are able to reduce radiation dose to heart and coronary arteries. The identification of patients that for thoracic conformation have greater risk of higher dosage to cardiac structures could be an important factor for discriminating type of treatment, of fractionation and type of positioning in radiation therapy. Pili G. et al. had identified a method to evaluate probability of late cardiac mortality, in the maximal heart distance (the maximal distance from the posterior edge of tangent field to the heart contour). However, no clear association was found between the maximal heart distance and cardiovascular disease risk, but assert that it is important to modify the treatment technique to decrease the irradiate cardiac volumes and reduce the potential risk of late RT-associated cardiac complications. The authors conclude that the preventive assay of geometric parameterization of the thorax could permit clinicians to choose and propose the safest therapeutic strategy for the patients (Pili et al. 2011; Cammarota et al. 2014). As in our work, we looked for a correlation between the distance of the posterior surface of the sternum and the anterior surface of body of the corresponding vertebra, and the distance measured on the line at 45°, between the anterior surface of vertebral body and the back face of the corresponding rib. We found, with a statistically analysis, a significant correlation between Vol breast and V10, V20 and V30 with borderline significance (p = 0.006; p = 0.02; p = 0.05, respectively). We found, also, the significance (p = 0.01) between small Vol breast and a/b ≤ 0.0821; a greater Vol breast has a greater correlation with a/b > 0.0821.

The anatomical variability is reflected by the volume range of the organs at risk included in the treatment of breast. The prone position enabled lower mean doses to the heart and lung, as compared with the supine position. Although techniques such as partial breast irradiation seems to be the safest and least likely to have cardiovascular events in the future. It’ important the accurate selection of the patient, based on the disease stage but also on the anatomy, intended not only on the breast volume, but also on the conformation of the chest.

We think our work can contribute to find new elements able to offer each patient the most appropriate customized treatment.

References

  • Cammarota F, Giugliano FM, Iadanza L, Cutillo L, Muto M, Toledo D, Ravo V, Falivene S, Muto P (2014) Hypofractionated breast cancer radiotherapy. Helical tomotherapy in supine position or classic 3D-conformal radiotherapy in prone position: which is better? Anticancer Res 34(3):1233–1238

    Google Scholar 

  • Carver JR, Shapiro CL, Ng A, Jacobs L, Schwartz C, Virgo KS, Hagerty KL, Somerfield MR, Vaughn DJ, ASCO Cancer Survivorship Expert Panel (2007) American Society of Clinical Oncology clinical evidence review on the ongoing care of adult cancer survivors: cardiac and pulmonary late effects. J Clin Oncol 25(25):3991–4008

    Article  Google Scholar 

  • Darby SC, McGale P, Taylor CW, Peto R (2005) Long-term mortality from heart disease and lung cancer after radiotherapy for early breast cancer: Prospective cohort study of about 300,000 women in US SEER cancer registries -. Lancet Oncol 6:557–565

    Article  Google Scholar 

  • Darby SC, Cutter DJ, Boerma M, Constine LS, Fajardo LF, Kodama K, Mabuchi K, Marks LB, Mettler FA, Pierce LJ, Trott KR, Yeh ET, Shore RE (2010) Radiation-related heart disease: current knowledge and future prospects. Int J Radiat Oncol Biol Phys 76(3):656–665

    Article  Google Scholar 

  • Early Breast Cancer Trialists’ Collaborative Group (2000) Favourable and unfavourable effects on long-term survival of radiotherapy for early breast cancer: an overview of the randomised trials. Lancet 355:1757–1770

    Article  Google Scholar 

  • Gagliardi G, Lax I, Ottolenghi A, Rutqvist LE (1996) Long-term cardiac mortality after radiotherapy of breast cancer—application of the relative seriality model. Br J Radiol 69:839–846

    Article  Google Scholar 

  • Gasparini G, Panizzoni GA, Dal Fior S, Germani B, Dall’Antonia F, Segato G, Meli S, Pozza F (1991) Conservative surgery and irradiation (QUART) in the treatment of 243 stage I–II breast cancer patients. Anticancer Res 11:1635–1640

    Google Scholar 

  • Grundy SM, Benjamin IJ, Burke GL, Chait A, Eckel RH, Howard BV, Mitch W, Smith SC Jr, Sowers JR (1999) Diabetes and cardiovascular disease. A statement for healthcare professionals from the American Heart Association. Circulation 100:1134–1146

    Article  Google Scholar 

  • Harris EE, Correa C, Hwang WT, Liao J, Litt HI, Ferrari VA, Solin LJ (2006) Late cardiac mortality and morbidity in early-stage breast cancer patients after breast-conservation treatment. J Clin Oncol 24:4100–4106

    Article  Google Scholar 

  • Hui SK, Das RK, Kapatoes J, Oliviera G, Becker S, Odau H, Fenwick JD, Patel R, Kuske R, Mehta M, Paliwal B, Mackie TR, Fowler JF, Welsh JS (2004) Helical tomotherapy as a means of delivering accelerated partial breast irradiation. Technol Cancer Res Treat 3:639–646

    Article  Google Scholar 

  • Hurkmans CW, Cho BC, Damen E, Zijp L, Mijnheer BJ (2002) Reduction of cardiac and lung complication probabilities after breast irradiation using conformal radiotherapy with or without intensity modulation. Radiother Oncol 62:163–171

    Article  Google Scholar 

  • International Commission of Radiation Units and Measurements - ICRU (1993) Report 50: prescribing, recording, and reporting photon beam therapy. International Commission of Radiation Units and Measurements, Bethesda

  • International Commission of Radiation Units and Measurements - ICRU (1999) Report 62: prescribing, recording, and reporting photon beam therapy (supplement to ICRU Report 50). International Commission of Radiation Units and Measurements, Bethesda

  • Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D (2011) Global cancer statistics. CA Cancer J Clin 61:69–90

    Article  Google Scholar 

  • Kirby AM, Evans PM, Donovan EM, Convery HM, Haviland JS, Yarnold JR (2010) Prone versus supine positioning for whole and partial-breast radiotherapy: a comparison of non-target tissue dosimetry. Radiother Oncol 96:178–184

    Article  Google Scholar 

  • Kirby AM, Evans PM, Helyer SJ, Donovan EM, Convery HM, Yarnold JR (2011) A randomised trial of supine versus prone breast radiotherapy (SuPr study): comparing set-up errors and respiratory motion. Radiother Oncol 100:221–226

    Article  Google Scholar 

  • Korreman SS, Pedersen AN, Josipović M, Aarup LR, Juhler-Nøttrup T, Specht L, Nyström H (2006) Cardiac and pulmonary complication probabilities for breast cancer patients after routine end-inspiration gated radiotherapy. Radiother Oncol 80:257–262

    Article  Google Scholar 

  • Lancellotti P, Nkomo VT, Badano LP, Bergler-Klein J, Bogaert J, Davin L, Cosyns B, Coucke P, Dulgheru R, Edvardsen T, Gaemperli O, Galderisi M, Griffin B, Heidenreich PA, Nieman K, Plana JC, Port SC, Scherrer-Crosbie M, Schwartz RG, Sebag IA, Voigt JU, Wann S, Yang PC, European Society of Cardiology Working Groups on Nuclear Cardiology and Cardiac Computed Tomography and Cardiovascular Magnetic Resonance, American Society of Nuclear Cardiology, Society for Cardiovascular Magnetic Resonance, Society of Cardiovascular Computed Tomography (2013) Expert consensus for multimodality imaging evaluation of cardiovascular complications of radiotherapy in adults: a report from the European Association of Cardiovascular Imaging and the American Society of Echocardiography. Eur Heart J Cardiovasc Imaging 14(8):721–740

    Article  Google Scholar 

  • Nieder C, Schill S, Kneschaurek P, Molls M (2007) Influence of different treatment techniques on radiation dose to the LAD coronary artery. Radiat Oncol 2:20

    Article  Google Scholar 

  • Offersen BV, Overgaard M, Thomsen MS, Grau C, Overgaard J (2010) Single institution experience from 100 patients included in Danish Breast Cancer Cooperative Group (DBCG) radiation protocols: compromise is necessary between dose to the left anterior descending artery and breast clinical target volume. Acta Oncol (Abstract)

  • Offersen B, Hojris I, Overgaard M (2011) Radiation-induced heart morbidity after adjuvant radiotherapy of early breast cancer—is it still an issue? Radiother Oncol 100:157–159

    Article  Google Scholar 

  • Paszat LF, Mackillop WJ, Groome PA, Boyd C, Schulze K, Holowaty E (1998) Mortality from myocardial infarction after adjuvant radiotherapy for breast cancer in the surveillance, epidemiology, and end-results cancer registries. J Clin Oncol 16:2625–2631

    Google Scholar 

  • Pili G, Grimaldi L, Fidanza C, Florio ET, Petruzzelli MF, D’Errico MP, De Tommaso C, Tramacere F, Musaio F, Castagna R, Francavilla MC, Gianicolo EA, Portaluri M (2011) Geometric and dosimetric approach to determine probability of late cardiac mortality in left tangential breast irradiation: comparison between wedged beams and field-in-field technique. Int J Radiat Oncol Biol Phys 81(3):894–900

    Article  Google Scholar 

  • Prosnitz RG, Chen YH, Marks LB (2005) Cardiac toxicity following thoracic radiation. Semin Oncol 32(2 Suppl 3):S71–S80

    Article  Google Scholar 

  • Rose MA, Olivotto I, Cady B, Koufman C, Osteen R, Silver B, Recht A, Harris JR (1989) Conservative surgery and radiation therapy for early breast cancer long term cosmetic results. Arch Surg 124:153–157

    Article  Google Scholar 

  • Roychoudhuri R, Robinson D, Putcha V, Cuzick J, Darby S, Møller H. (2007) Increased cardiovascular mortality more than fifteen years after radiotherapy for breast cancer: a population-based study. BMC Cancer 7(1):9

  • Schultz-Hector S, Trott KR (2007) Radiation-induced cardiovascular diseases: Is the epidemiologic evidence compatible with the radiobiologic data? Int J Radiat Oncol Biol Phys 67:10–18

    Article  Google Scholar 

  • Taylor CW, Nisbet A, McGale P, Goldman U, Darby SC, Hall P, Gagliardi G (2009) Cardiac doses from Swedish breast cancer radiotherapy since 1950s. Radiother Oncol 90:127–135

    Article  Google Scholar 

  • Vikstrom J, Hjelstuen MH, Mjaaland I, Dybvik KI (2011) Cardiac and pulmonary dose reduction for tangentially irradiated breast cancer, utilizing deep inspiration breath-hold with audio–visual guidance, without compromising target coverage. Acta Oncol 50:42–50

    Article  Google Scholar 

  • Violet JA, Harmer C (2004) Breast cancer: improving out-come following adjuvant radiotherapy. Br J Radiol 77:811–820

    Article  Google Scholar 

  • Wilson PW, D’Agostino RB, Levy D, Belanger AM, Silbershatz H, Kannel WB (1998) Prediction of coronary heart disease using risk factor categories. Circulation 97:1837–1847

    Article  Google Scholar 

Download references

Authors’ contributions

R. Di Franco, V. Nieddu, S. Falivene, F.M. Giugliano, V. Borzillo, performed the literature search, P. Muto, V. Ravo, R. Di Franco, V. Nieddu, F. Cammarota, participated in conception, design, and execution of the study, also participated substantially in the drafting and editing of the manuscript. A. Crispo, A. Argenone, R. Di Franco, P. Muto Participated in the analysis and interpretation of data. All authors read and approved the final manuscript.

Acknowledgements

Dr. Martina Samarelli for data collection.

Competing interests

The authors declare that they have no competing interests.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to R. Di Franco.

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Di Franco, R., Ravo, V., Nieddu, V. et al. Detection of a numeric value predictive of increased dose to left anterior descending coronary artery (LAD) in radiotherapy of breast cancer. SpringerPlus 5, 841 (2016). https://doi.org/10.1186/s40064-016-2399-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s40064-016-2399-7

Keywords