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Erschienen in: Radiation Oncology 1/2015

Open Access 01.12.2015 | Research

A new instrument for estimation of survival in elderly patients irradiated for metastatic spinal cord compression from breast cancer

verfasst von: Dirk Rades, Antonio J. Conde, Raquel Garcia, Jon Cacicedo, Barbara Segedin, Ana Perpar, Steven E. Schild

Erschienen in: Radiation Oncology | Ausgabe 1/2015

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Abstract

Background

Elderly patients become more important in oncology. In this group, personalized treatment approaches taking into account survival prognoses and comorbidities play a major role. Predictive instruments are necessary to estimate the survival of elderly cancer patients. The importance of separate instruments for different tumor entities has been recognized. In this study, an instrument was generated to estimate the survival of elderly patients developing metastatic spinal cord compression (MSCC) from breast cancer.

Methods

In 218 elderly patients (age ≥65 years) irradiated for MSCC from breast cancer, nine factors were evaluated for survival: fractionation regimen, age, time from breast cancer diagnosis to RT of MSCC, visceral metastases, other bone metastases, time developing motor deficits, pre-radiotherapy ambulatory status, number of involved vertebrae, and Eastern Cooperative Oncology Group (ECOG) performance score. Factors significantly associated with survival in the Cox regression analysis were included in the prognostic instrument. Scores for each factor were calculated by dividing the 6-months survival rates by 10. The sums of these scores represented the patients’ scores.

Results

On multivariate analyses, visceral metastases (p < 0.001), time developing motor deficits (p < 0.001), ambulatory status (p < 0.001), number of involved vertebrae (p = 0.032), and ECOG performance score (p < 0.001) were significant and included in the prognostic instrument. Based on the patients’ scores, three groups were designed: 18–27 points, 28–39 points and 40–42 points. Six-months survival rates were 4, 62 and 100 %, respectively (p < 0.001).

Conclusions

This new instrument contributes to personalized treatment in elderly patients with MSCC from breast cancer by predicting an individual patient’s survival prognosis.
Hinweise

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

DR designed the study. AJC, RG, JC, BS and AP provided patient data. SES performed the statistical analyses. DR and SES performed the interpretation of the data and drafted the manuscript. The authors read and approved the final manuscript.

Background

Due to demographic changes, the proportion of elderly patients is constantly increasing in many countries. This is also true for patients requiring oncologic treatment. Therefore, these cancer patients need particular attention in terms of tailored treatment regimens taking into account an individual patient’s performance status, comorbidities and survival prognosis [14]. The latter can be estimated with applying predictive instruments. Due to improved medical support and treatment of non-oncologic diseases in many countries worldwide, more elderly cancer patients live longer. Since the risk of developing metastases increases with lifetime, the numbers of patients with metastases are growing. A considerable number of these patients present with metastatic spinal cord compression (MSCC), which can occur in up to 10 % of all adult cancer patients [5, 6]. Therefore, elderly patients with MSCC need more attention, and personalized treatment is very important. In order to optimize such personalized approaches, the patients’ survival prognoses must be considered. Therefore, it is mandatory to have predictive instruments available that are specifically designed for elderly patients. A survival score for elderly patients with MSCC has already been created [7]. However, that score has been developed in a cohort of patients with MSCC from many different primary tumor types. It is already recognized that primary tumor types differ with respect to tumor biology, metastatic patterns and prognoses. Therefore, separate scores have been created for several tumor entities [812]. However, these scores did not consider the special characteristics of elderly cancer patients. Therefore, instruments predicting survival are required for elderly patients that focus on a single primary tumor type. In the current study, such an instrument has been developed particularly for elderly patients with MSCC from breast cancer. This new instrument will contribute to further optimization of personalized treatment of elderly breast cancer patients.

Patients and methods

Two-hundred-and-eighteen elderly (age: 65 years or older) patients with MSCC from breast cancer were included in this retrospective study, which was approved by the local ethic committee. The fractionation regimen (1 × 8 Gy vs. 5 × 4 Gy vs. 10 × 3 Gy vs. 15 × 2.5 Gy vs. 20 × 2 Gy) plus eight additional factors were evaluated with respect to potential associations with survival. These additional factors were age (≤73 vs. ≥74 years, median age 73 years), time from breast cancer diagnosis to RT of MSCC (≤15 vs. >15 months), presence of visceral metastases prior to RT (no vs. yes), presence of other bone metastases prior to RT (no vs. yes), time developing motor deficits prior to the start of RT (1–7 vs. 8–14 vs. <14 days), ambulatory status prior to RT (no vs. yes), number of involved vertebrae (1–3 vs. ≥4), and Eastern Cooperative Oncology Group (ECOG) performance score (1–2 vs. 3 vs. 4). Activities of daily living (ADL) were not added as a potential prognostic factor, since the ECOG performance score considers this aspect. Therefore, the addition of a score of ADL would have introduced confounding variables and redundant information. This applies also to the factor comorbidity. In the Charlson Comorbidity Index, metastatic cancer, which all of the patients included in our score were suffering from, was given the highest score [13]. Hemiplegia was also an important comorbidity in the Charlson Index, which is more or less reflected by ambulatory status (weakness of the legs, paraplegia) in our survival score.
Associations of the nine factors with survival were initially investigated in a univariate manner with the Kaplan-Meier method and the log rank test [14]. Those factors that achieved significance (p < 0.05) were subsequently analyzed for independence with the Cox regression analysis. Since pre-RT ambulatory status and performance status can be considered confounding variables, two Cox regression analyses were performed, one including the ambulatory status and one including the performance status. The factors, which remained significantly associated with survival also in the Cox regression, were included in the prognostic instrument. The score for each factor was calculated by dividing the corresponding 6-months survival rates by 10. The sum of these score scores represented the score for a patient.

Results

In the univariate analysis, survival was positively influenced by absence of visceral metastases (p < 0.001), absence of other bone metastases (p < 0.001), slower development of motor deficits before the start of RT (p < 0.001), ambulatory status before RT (p < 0.001), involvement of only 1–3 vertebrae (p < 0.001), and an ECOG performance score of 1–2 (p < 0.001). The results of the univariate analyses are summarized in Table 1. In the subsequent Cox regression analyses, visceral metastases (p < 0.001), time developing motor deficits before the start of RT (p < 0.001), ambulatory status before RT (p < 0.001), number of involved vertebrae (p = 0.032), and the ECOG performance score (p < 0.001) maintained significance (Table 2). These five factors were included in the prognostic instrument for prediction of survival (Table 3). The sum scores for the patients ranged between 18 and 42 points. The 6-months survival rates related to these points are presented in Fig. 1. Taking into account these survival rates, three survival groups were designed, 18–27 points (group A), 28–39 points (group B) and 40–42 points (group C). The 6-months survival rates of these three groups were 4, 62 and 100 %, respectively (p < 0.001, Fig. 2). The p-values for the comparisons of group A vs. group B and group B vs. group C were p < 0.001 and p = 0.003, respectively.
Table 1
Impact of the investigated factors on survival (univariate analysis)
 
At 6 months
At 12 months
P
Age
   
  ≤ 73 years (N = 118)
69
57
 
  ≥ 74 years (N = 100)
70
53
0.63
Interval from breast cancer diagnosis to RT of MSCC
   
  ≤ 15 months (N = 56)
64
46
 
  > 15 months (N = 162)
71
58
0.23
Visceral metastases at the time of RT
   
 No (N = 117)
88
78
 
 Yes (N = 101)
48
28
<0.001
Other bone metastases at the time of RT
   
 No (N = 79)
82
65
 
 Yes (N = 139)
62
50
<0.001
Time developing motor deficits prior to RT
   
 1–7 days (N = 48)
33
6
 
 8–14 days (N = 70)
73
61
 
  > 14 days (N = 110)
83
70
<0.001
Ambulatory status prior to RT
   
 Not ambulatory (N = 66)
41
28
 
 Ambulatory (N = 152)
82
68
<0.001
Involved vertebrae (N)
   
 1–3 (N = 127)
79
66
 
  ≥ 4 (N = 91)
56
40
<0.001
ECOG Performance status
   
 1–2 (N = 120)
87
73
 
 3 (N = 86)
55
38
 
 4 (N = 12)
0
0
<0.001
Fractionation regimen
   
 1 × 8 Gy (N = 26)
77
49
 
 5 × 4 Gy (N = 59)
66
58
 
 10 × 3 Gy (N = 72)
67
53
 
 15 × 2.5 Gy (N = 20)
65
65
 
 20 × 2 Gy (N = 41)
76
63
0.78
Table 2
Cox regression analysis of the factors that were significantly associated with survival in the univariate analysis
 
Risk ratio
95 %-confidence interval
P
Visceral metastases at the time of RT
   
 no vs. yes
5.42
3.34 – 9.05
<0.001
Other bone metastases at the time of RT
   
 no vs. yes
1.35
0.80 – 2.27
0.26
Time developing motor deficits prior to RT
   
  > 14 days vs. 8–14 days vs. 1–7 days
1.68
1.30 – 2.17
<0.001
Ambulatory status prior to RT
   
 ambulatory vs. not ambulatory
2.34
1.56 – 3.51
<0001
Involved vertebrae (N)
   
 1–3 vs. ≥ 4
1.18
1.01 – 1.37
0.032
ECOG Performance status
   
 1–2 vs. 3 vs. 4
2.40
1.64 – 3.53
<0.001
Table 3
Six-months survival rates of the independent prognostic factors and the corresponding scoring points
 
Survival at 6 months (%)
Scoring points
Visceral metastases at the time of RT
  
 No (N = 117)
88
9
 Yes (N = 101)
48
5
Time developing motor deficits prior to RT
  
 1–7 days (N = 48)
33
3
 8–14 days (N = 70)
73
7
  > 14 days (N = 110)
83
8
Ambulatory status prior to RT
  
 Not ambulatory (N = 66)
41
4
 Ambulatory (N = 152)
82
8
Involved vertebrae (N)
  
 1–3 (N = 127)
79
8
  ≥ 4 (N = 91)
56
6
ECOG Performance status
  
 1–2 (N = 120)
87
9
 3 (N = 86)
55
6
 4 (N = 12)
0
0

Discussion

Elderly cancer patients are becoming more and more important, since there proportions and numbers are constantly increasing. In comparison to younger patients, elderly patients are different. They generally have a poorer performance status, a greater comorbidity index, a worse immune system, and a shorter survival. Therefore, when treating these patients, specific precautions are mandatory. In order to provide the best possible treatment for elderly cancer patients, very personalized approaches are needed. Such personalization should consider an individual patient’s remaining lifetime, which can be estimated with the help of predictive instruments. Because primary tumors are different, each tumor requires separate prognostic tools. In this study, we have created a scoring system to properly estimate the survival of elderly patients with MSCC from breast cancer. According to a recursive partitioning analysis for another metastatic situation, brain metastases, “elderly” patients were defined 65 years or older [15].
The present study identified five factors that were independent predictors of survival, visceral metastases, time developing motor deficits, ambulatory status, number of involved vertebrae (p = 0.032), and ECOG performance score. These five factors were included in the predictive instrument. When compared to the survival score developed in elderly patients with MSCC from different primary tumors, the independent factors of the present instrument were different [7]. In the previous scoring system, eight factors were independently associated with survival including age, performance status, tumor entity, pre-RT ambulatory status, other bone metastases, visceral metastases, interval from cancer diagnosis to radiotherapy of MSCC, and time developing motor deficits prior to RT. In comparison to the new score for elderly patients with MSCC from breast cancer, four additional factors were predictive for survival in that previous score. The number of involved vertebrae was significant in the new but not in the previous score. These differences demonstrate that each tumor entity must be considered separately and requires separate scoring systems. The independent prognostic factors in this study of elderly patients with MSCC from breast cancer also differed from the predictors of survival of another previous score created in patients with MSCC from breast cancer of any age [11]. Independent factors in that previous score included performance status, ambulatory status, other bone metastases, visceral metastases, interval from cancer diagnosis to radiotherapy of MSCC and time developing motor deficits, not the number of involved vertebrae. These differences support the need for separate scores for elderly cancer patients.
In the present study, three predictive groups with significantly different survival prognoses were identified: 18–27 points (group A), 28–39 points (group B) and 40–42 points (group C). In group A, only 4 % of the patients survived at least 6 months. To avoid that these patients spend unnecessarily too much of their very limited life time with treatment, they should be treated with single-fraction RT such as 1 × 8 Gy or multi-fraction short-course RT such as 5 × 4 Gy in one week. These fractionation regimens are not inferior to longer-course RT programs with respect to functional outcomes [16]. Patients of group B have an intermediate survival prognosis and can, therefore, be considered appropriate candidates for the worldwide most commonly used fractionation regimen, 10 × 3 Gy in two weeks, because 10 × 3 Gy results in better local control of MSCC than single-fraction RT with 1 × 8 Gy or short-course RT with 5 × 4 Gy in one week [17, 18]. Since patients of group C have a much more favorable survival prognosis with a 6.months survival probability of 100 %, these patients should receive longer-course RT with total doses greater than 30 Gy. In a previous study of patients with MSCC from different tumor types and a favorable survival prognosis, doses beyond 30 Gy resulted in significantly better local control of MSCC, progression-free survival and overall survival when compared to 10 × 3 Gy [19]. Selected patients of the prognostic groups B and C may be considered for decompressive surgery in addition to conventional radiotherapy or for stereotactic body radiation therapy instead of conventional RT, preferably within clinical trials [2022].
In conclusion, this new predictive instrument contributes significantly to proper estimation of the survival of elderly patients with MSCC from breast cancer, and facilitates the administration of personalized treatment regimens in this particular group of cancer patients.

Acknowledgements

None. The study was not funded.
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. The Creative Commons Public Domain Dedication waiver (http://​creativecommons.​org/​publicdomain/​zero/​1.​0/​) applies to the data made available in this article, unless otherwise stated.

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

DR designed the study. AJC, RG, JC, BS and AP provided patient data. SES performed the statistical analyses. DR and SES performed the interpretation of the data and drafted the manuscript. The authors read and approved the final manuscript.
Literatur
1.
Zurück zum Zitat Zhu W, Perez EA, Hong R, Li Q, Xu B. Age-related disparity in immediate prognosis of patients with triple-negative breast cancer: a population-based study from SEER cancer registries. PLoS One. 2015;10, e0128345.PubMedCentralCrossRefPubMed Zhu W, Perez EA, Hong R, Li Q, Xu B. Age-related disparity in immediate prognosis of patients with triple-negative breast cancer: a population-based study from SEER cancer registries. PLoS One. 2015;10, e0128345.PubMedCentralCrossRefPubMed
2.
Zurück zum Zitat Tian M, Zhu D, Chen D, Huo X, Ge J, Lu J, et al. Prognostic value of age in neurological cancer: an analysis of 22,393 cases from the SEER database. Tumour Biol. 2015; in press. Tian M, Zhu D, Chen D, Huo X, Ge J, Lu J, et al. Prognostic value of age in neurological cancer: an analysis of 22,393 cases from the SEER database. Tumour Biol. 2015; in press.
3.
Zurück zum Zitat Gourin CG, Starmer HM, Herbert RJ, Frick KD, Forastiere AA, Quon H, et al. Quality of care and short- and long-term outcomes of laryngeal cancer care in the elderly. Laryngoscope. 2015; in press. Gourin CG, Starmer HM, Herbert RJ, Frick KD, Forastiere AA, Quon H, et al. Quality of care and short- and long-term outcomes of laryngeal cancer care in the elderly. Laryngoscope. 2015; in press.
4.
Zurück zum Zitat Genebes C, Chand ME, Gal J, Gautier M, Raoust I, Ihrai T, et al. Accelerated partial breast irradiation in the elderly: 5-year results of high-dose rate multi-catheter brachytherapy. Radiat Oncol. 2014;9:115.PubMedCentralCrossRefPubMed Genebes C, Chand ME, Gal J, Gautier M, Raoust I, Ihrai T, et al. Accelerated partial breast irradiation in the elderly: 5-year results of high-dose rate multi-catheter brachytherapy. Radiat Oncol. 2014;9:115.PubMedCentralCrossRefPubMed
5.
6.
Zurück zum Zitat Rades D, Abrahm JL. The role of radiotherapy for metastatic epidural spinal cord compression. Nat Rev Clin Oncol. 2010;7:590–8.CrossRefPubMed Rades D, Abrahm JL. The role of radiotherapy for metastatic epidural spinal cord compression. Nat Rev Clin Oncol. 2010;7:590–8.CrossRefPubMed
7.
Zurück zum Zitat Rades D, Evers JN, Bajrovic A, Veninga T, Karstens JH, Schild SE. Metastatic spinal cord compression: a validated survival score for elderly patients. Strahlenther Onkol. 2014;190:919–24.CrossRefPubMed Rades D, Evers JN, Bajrovic A, Veninga T, Karstens JH, Schild SE. Metastatic spinal cord compression: a validated survival score for elderly patients. Strahlenther Onkol. 2014;190:919–24.CrossRefPubMed
8.
Zurück zum Zitat Rades D, Douglas S, Veninga T, Bajrovic A, Stalpers LJ, Hoskin PJ, et al. A survival score for patients with metastatic spinal cord compression from prostate cancer. Strahlenther Onkol. 2012;188:802–6.CrossRefPubMed Rades D, Douglas S, Veninga T, Bajrovic A, Stalpers LJ, Hoskin PJ, et al. A survival score for patients with metastatic spinal cord compression from prostate cancer. Strahlenther Onkol. 2012;188:802–6.CrossRefPubMed
9.
Zurück zum Zitat Douglas S, Schild SE, Rades D. A new score predicting the survival of patients with spinal cord compression from myeloma. BMC Cancer. 2012;12:425.PubMedCentralCrossRefPubMed Douglas S, Schild SE, Rades D. A new score predicting the survival of patients with spinal cord compression from myeloma. BMC Cancer. 2012;12:425.PubMedCentralCrossRefPubMed
10.
Zurück zum Zitat Rades D, Douglas S, Veninga T, Schild SE. A validated survival score for patients with metastatic spinal cord compression from non-small cell lung cancer. BMC Cancer. 2012;12:302.PubMedCentralCrossRefPubMed Rades D, Douglas S, Veninga T, Schild SE. A validated survival score for patients with metastatic spinal cord compression from non-small cell lung cancer. BMC Cancer. 2012;12:302.PubMedCentralCrossRefPubMed
11.
Zurück zum Zitat Rades D, Douglas S, Schild SE. A validated survival score for breast cancer patients with metastatic spinal cord compression. Strahlenther Onkol. 2013;189:41–6.CrossRefPubMed Rades D, Douglas S, Schild SE. A validated survival score for breast cancer patients with metastatic spinal cord compression. Strahlenther Onkol. 2013;189:41–6.CrossRefPubMed
12.
Zurück zum Zitat Douglas S, Huttenlocher S, Bajrovic A, Rudat V, Schild SE, Rades D. Prognostic factors for different outcomes in patients with metastatic spinal cord compression from cancer of unknown primary. BMC Cancer. 2012;12:261.PubMedCentralCrossRefPubMed Douglas S, Huttenlocher S, Bajrovic A, Rudat V, Schild SE, Rades D. Prognostic factors for different outcomes in patients with metastatic spinal cord compression from cancer of unknown primary. BMC Cancer. 2012;12:261.PubMedCentralCrossRefPubMed
13.
Zurück zum Zitat Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. J Chronic Dis. 1987;40:373–83.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. J Chronic Dis. 1987;40:373–83.CrossRefPubMed
14.
Zurück zum Zitat Kaplan EL, Meier P. Non parametric estimation from incomplete observations. J Am Stat Assoc. 1958;53:457–81.CrossRef Kaplan EL, Meier P. Non parametric estimation from incomplete observations. J Am Stat Assoc. 1958;53:457–81.CrossRef
15.
Zurück zum Zitat Gaspar L, Scott C, Rotman M, Asbell S, Phillips T, Wasserman T, et al. Recursive partitioning analysis (RPA) of prognostic factors in three Radiation Therapy Oncology Group (RTOG) brain metastases trials. Int J Radiat Oncol Biol Phys. 1997;37:745–51.CrossRefPubMed Gaspar L, Scott C, Rotman M, Asbell S, Phillips T, Wasserman T, et al. Recursive partitioning analysis (RPA) of prognostic factors in three Radiation Therapy Oncology Group (RTOG) brain metastases trials. Int J Radiat Oncol Biol Phys. 1997;37:745–51.CrossRefPubMed
16.
Zurück zum Zitat Rades D, Stalpers LJA, Veninga T, Schulte R, Hoskin PJ, Obralic N, et al. Evaluation of five radiation schedules and prognostic factors for metastatic spinal cord compression in a series of 1304 patients. J Clin Oncol. 2005;23:3366–75.CrossRefPubMed Rades D, Stalpers LJA, Veninga T, Schulte R, Hoskin PJ, Obralic N, et al. Evaluation of five radiation schedules and prognostic factors for metastatic spinal cord compression in a series of 1304 patients. J Clin Oncol. 2005;23:3366–75.CrossRefPubMed
17.
Zurück zum Zitat Rades D, Fehlauer F, Schulte R, Veninga T, Stalpers LJ, Basic H, et al. Prognostic factors for local control and survival after radiotherapy of metastatic spinal cord compression. J Clin Oncol. 2006;24:3388–93.CrossRefPubMed Rades D, Fehlauer F, Schulte R, Veninga T, Stalpers LJ, Basic H, et al. Prognostic factors for local control and survival after radiotherapy of metastatic spinal cord compression. J Clin Oncol. 2006;24:3388–93.CrossRefPubMed
18.
Zurück zum Zitat Rades D, Lange M, Veninga T, Stalpers LJ, Bajrovic A, Adamietz IA, et al. Final results of a prospective study comparing the local control of short-course and long-course radiotherapy for metastatic spinal cord compression. Int J Radiat Oncol Biol Phys. 2011;79:524–30.CrossRefPubMed Rades D, Lange M, Veninga T, Stalpers LJ, Bajrovic A, Adamietz IA, et al. Final results of a prospective study comparing the local control of short-course and long-course radiotherapy for metastatic spinal cord compression. Int J Radiat Oncol Biol Phys. 2011;79:524–30.CrossRefPubMed
19.
Zurück zum Zitat Rades D, Panzner A, Rudat V, Karstens JH, Schild SE. Dose escalation of radiotherapy for metastatic spinal cord compression (MSCC) in patients with relatively favorable survival prognosis. Strahlenther Onkol. 2011;187:729–35.CrossRefPubMed Rades D, Panzner A, Rudat V, Karstens JH, Schild SE. Dose escalation of radiotherapy for metastatic spinal cord compression (MSCC) in patients with relatively favorable survival prognosis. Strahlenther Onkol. 2011;187:729–35.CrossRefPubMed
20.
Zurück zum Zitat Patchell R, Tibbs PA, Regine WF, Payne R, Saris S, Kryscio RJ, et al. Direct decompressive surgical resection in the treatment of spinal cord compression caused by metastatic cancer: a randomised trial. Lancet. 2005;366:643–8.CrossRefPubMed Patchell R, Tibbs PA, Regine WF, Payne R, Saris S, Kryscio RJ, et al. Direct decompressive surgical resection in the treatment of spinal cord compression caused by metastatic cancer: a randomised trial. Lancet. 2005;366:643–8.CrossRefPubMed
21.
Zurück zum Zitat Chae SM, Lee GW, Son SH. The effect of multileaf collimator leaf width on the radiosurgery planning for spine lesion treatment in terms of the modulated techniques and target complexity. Radiat Oncol. 2014;9:72.PubMedCentralCrossRefPubMed Chae SM, Lee GW, Son SH. The effect of multileaf collimator leaf width on the radiosurgery planning for spine lesion treatment in terms of the modulated techniques and target complexity. Radiat Oncol. 2014;9:72.PubMedCentralCrossRefPubMed
22.
Zurück zum Zitat Lutz S, Berk L, Chang E, Chow E, Hahn C, Hoskin P, et al. Palliative radiotherapy for bone metastases: an ASTRO evidence-based guideline. Int J Radiat Oncol Biol Phys. 2011;79:965–76.CrossRefPubMed Lutz S, Berk L, Chang E, Chow E, Hahn C, Hoskin P, et al. Palliative radiotherapy for bone metastases: an ASTRO evidence-based guideline. Int J Radiat Oncol Biol Phys. 2011;79:965–76.CrossRefPubMed
Metadaten
Titel
A new instrument for estimation of survival in elderly patients irradiated for metastatic spinal cord compression from breast cancer
verfasst von
Dirk Rades
Antonio J. Conde
Raquel Garcia
Jon Cacicedo
Barbara Segedin
Ana Perpar
Steven E. Schild
Publikationsdatum
01.12.2015
Verlag
BioMed Central
Erschienen in
Radiation Oncology / Ausgabe 1/2015
Elektronische ISSN: 1748-717X
DOI
https://doi.org/10.1186/s13014-015-0483-8

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