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Research ArticleClinical Studies

A Disease-specific Score for Estimating Survival After Irradiation of Bone Metastases from Colorectal Cancer

RAPHA HAUS, STEFAN JANSSEN, STEVEN E. SCHILD and DIRK RADES
Anticancer Research January 2020, 40 (1) 287-291; DOI: https://doi.org/10.21873/anticanres.13951
RAPHA HAUS
1Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
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STEFAN JANSSEN
1Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
2Medical Practice for Radiotherapy and Radiation Oncology, Hannover, Germany
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STEVEN E. SCHILD
3Department of Radiation Oncology, Mayo Clinic, Scottsdale, AZ, U.S.A.
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DIRK RADES
1Department of Radiation Oncology, University of Lübeck, Lübeck, Germany
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  • For correspondence: rades.dirk{at}gmx.net
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Abstract

Background/Aim: Estimating survival is important for treatment personalization in patients with metastatic cancer. In this study, we aimed to develop a survival score for patients irradiated for bone metastases from colorectal cancer. Patients and Methods: Eleven factors were retrospectively analyzed in 25 patients, including age, gender, Eastern Cooperative Oncology Group performance score, tumor site, time between diagnosis of colorectal cancer and irradiation, visceral or other bone metastases, type and number of irradiated sites, upfront surgery and previous systemic treatment. Results: On multivariate analysis, performance score (p=0.005) and previous systemic treatment (p=0.007) were significantly associated with survival and used for the score. One point (performance score 0-1 or no previous systemic treatment) or 0 points (performance score ≥2 or previous systemic treatment) were assigned resulting in 0, 1 or 2 points. Six-month survival rates of these groups were 0%, 64% and 100%, respectively. Conclusion: This new survival score can support physicians during personalization of treatment for patients with bone metastases from colorectal cancer.

  • Colorectal cancer
  • bone metastases
  • radiotherapy
  • survival
  • prognostic score

Due to improved treatment of primary tumors and loco-regional recurrences, many cancer patients have better survival prognoses and may live long enough to experience metastatic spread (1). For these patients, personalized treatment approaches have become more popular during the last decade aiming to meet the personal needs of an individual patient. The remaining lifetime is an important aspect that needs to be considered when designing a personalized treatment concept. For patients with a short survival time, the treatment regimen should be little burdensome and as short as reasonably possible. For patients with more favorable prognoses, longer-term local control and prevention of late treatment-related toxicities become more important. Estimation of the survival prognosis of an individual patient may be considerably facilitated with survival scores. In order to allow for an optimal personalization of a treatment program for cancer patients with metastatic disease, specific scores should ideally be available for the different metastatic sites and the different primary tumor types. Colorectal cancer is one of the most common primary tumor types in industrial nations (1). Bone metastases from colorectal cancer are comparatively rare and require more attention (1, 2). The present study was performed to develop a specific survival score for colorectal cancer patients with bone metastases.

Patients and Methods

Twenty-five patients who were treated with radiotherapy for bone metastases from colorectal cancer without spinal cord compression were included in the present study. Their data were retrospectively analyzed to identify significant prognostic factors of survival following radiotherapy and develop a prognostic score. The study has been approved by the local ethics committee. Radiotherapy was administered as a multi-fraction treatment with either 6×4 Gy (n=1), 10×3 Gy (n=5), 12×3 Gy (n=1), 14-15×2.5 Gy (n=16), 15×2 Gy (n=1) or 20×2.0 Gy (n=1). In this cohort, eleven factors (Table I) were evaluated for a potential impact on survival, including i) age (≤65 vs. ≥66 years), ii) gender, iii) Eastern Cooperative Oncology Group (ECOG) performance score (0-1 vs. ≥2) (3), iv) primary tumor site (colon vs. rectum), v) time between diagnosis of colorectal cancer and radiotherapy for bone metastases (≤12 vs. ≥13 months, median=12 months), vi) visceral metastases (no vs. yes), vii) other bone metastases (no vs. yes), viii) type of metastatic sites (spinal vs. extraspinal vs. both), ix) number of irradiated sites of bone metastases (1 vs. ≥2), x) upfront surgery of irradiated bone metastases (no vs. yes) and xi) systemic treatment prior to irradiation (no vs. yes).

Survival was calculated since the first day of radiotherapy. Univariate analyses of survival were performed using the Kaplan–Meier method and the log-rank test. Factors that proved to be significant (p<0.05) or showed at least a trend (p<0.10) on univariate analyses were included in the multivariate analysis (Cox proportional hazards model). Those factors achieving significance in the multivariate analysis were used for the development of the prognostic score.

Results

In the entire cohort, the median follow-up time was 4 months (range=0-65 months). The survival rates at 3, 6, 9 and 12 months were 56%, 44%, 32% and 23%, respectively. On univariate analyses, a better (0-1) ECOG performance score (p=0.005), absence of other bone metastases (p=0.001) and a lower number (n=1) of irradiated sites of bone metastases (p=0.049) were significantly associated with favorable survival prognoses. In addition, no systemic treatment prior to radiotherapy showed a trend for a favorable survival (p=0.067). The results of the univariate analyses are shown in Table II.

On multivariate analysis, the ECOG performance score [hazard ratio (HR)=6.97, 95%confidence interval (CI)=1.75-36.34, p=0.005] and the systemic treatment prior to radiotherapy (HR=7.50, 95%CI=1.64-60.17, p=0.007) were significant. Other bone metastases (HR=2.05, 95%CI=0.51-9.74, p=0.32) and the number of irradiated sites of bone metastases (HR=1.25, 95%CI=0.35-4.54, p=0.73) did not achieve significance in the multivariate analysis.

Thus, the ECOG performance score and the systemic treatment prior to radiotherapy were used for the development of the scoring tool. Based on the outcomes with respect to survival, 1 point (favorable outcome: ECOG performance score of 0-1 or no previous systemic treatment) or 0 points (unfavorable outcome: ECOG performance score of ≥2 or previous systemic treatment) were assigned resulting in three prognostic groups of 0 points (n=7), 1 point (n=11) or 2 points (n=2). The survival data of the three groups are shown in Table III and Figure 1.

Discussion

Many patients with metastatic colorectal cancer have a comparatively poor survival (1). A considerable number of studies regarding this situation, including application of novel anti-cancer agents, have been performed during recent years to improve the prognoses of these patients (4-9). In addition, the use of personalized treatment programs taking into account individual patients' lifespans may contribute to the improvement of their prognoses. The design of such programs can be considerably facilitates with the application of specific survival scores. A considerable number of patients with metastatic colorectal cancer receive radiotherapy, particularly for brain and bone metastases. Prognostic factors have already been identified and specific survival scores already exist for colorectal cancer patients with brain metastases or metastatic spinal cord compression (10-16). However, no specific survival score has been available so far for patients with colorectal cancer irradiated for bone metastases without compression of the spinal cord, hence the purpose of the present study. All patients included in this study received multi-fraction radiotherapy with an overall treatment time longer than one week. Longer-course multi-fraction radiotherapy is the standard regimen for bone metastases in the contributing centers. Short-course radiotherapy with an overall treatment time of one week or less is generally limited to patients with an extremely poor survival prognosis. Therefore, patients treated with short-course radiotherapy were not included to avoid a selection bias due to the dose-fractionation program.

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Table I.

Factors evaluated for a potential impact on survival.

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Table II.

Survival rates of the 11 potential prognostic factors (univariate analysis).

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Table III.

Survival rates of the three prognostic groups.

Based on two independent prognostic factors of survival, i.e. ECOG performance score and systemic treatment prior to radiotherapy, a scoring tool has been designed that includes three prognostic groups. Of those patients with 0 points, only 14% survived for 3 months and no patient for 6 months or more. These patients should be strongly considered for single-fraction radiotherapy if they have symptoms, such as bone pain, that need to be relieved. According to a meta-analysis of randomized trials, single-fraction radiotherapy with 1×8 Gy is as effective as multi-fraction regimens, mainly 10×3 Gy for two weeks, with respect to pain relief (17). Patients treated with 1×8 Gy require re-irradiation in the same region significantly more often compared to patients receiving multi-fraction radiotherapy. However, patients of the present study with 0 points have such a short remaining life time that they are unlikely to live long enough to experience recurrent bone pain in the irradiated regions. Patients achieving 1 point had a better survival prognosis; 64% survived for 6 months and 27% for 12 months. Thus, a considerable proportion of this group will live long enough to be at risk of developing a local recurrence of the irradiated bone metastases. If these patients have uncomplicated painful bone metastases without a (pending) pathological fracture or a large soft tissue component, they may also be treated with 1×8 Gy, since a local recurrence can be successfully treated with another single fraction of radiotherapy (18, 19). In case of a (pending) pathological fracture or a large soft tissue component, the patients appear better treated with longer-course radiotherapy, e.g. 10×3 Gy in two weeks, which was shown to result in a better re-calcification of the osteolytic bone compared to 1×8 Gy (20). Patients with 2 points had very favorable prognoses; all patients survived for at least 12 months. Since the risk of a local recurrence increases with lifetime, these patients should be considered for longer-course radiotherapy with higher doses, such as 14-15×2.5 Gy for three weeks and 20×2 Gy for four weeks. These dose-fractionation regimens have already been recommended for patients with favorable survival prognoses and vertebral metastases associated with symptomatic compression of the spinal cord (12, 14, 20, 21). When following these recommendations, the limitations of this study, including the retrospective design and the small number of patients, must be regarded. Moreover, since patients receiving single-fraction or short-course multi-fraction radiotherapy were not included, the recommendations may not be generalized to these patients.

Figure 1.
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Figure 1.

Kaplan-Meier curves for the survival of the three prognostic groups (0 points, 1 point and 2 points). The p-value was obtained using the log-rank test.

In conclusion, this new scoring tool includes three prognostic scores with significantly different survival prognoses. It can support physicians during the process of personalization of the radiation treatment for patients with bone metastases from colorectal cancer.

Footnotes

  • Authors' Contributions

    R.H., S.J., S.E.S and D.R. participated in the design of the study. R.H., S.J. and D.R. provided data. D.R. and S.E.S. performed the analyses of the data. R.H. and D.R drafted the manuscript, which has been reviewed and approved by all authors.

  • Conflicts of Interest

    On behalf of all Authors, the corresponding author states that there are no conflicts of interest related to this study.

  • Received November 23, 2019.
  • Revision received November 28, 2019.
  • Accepted December 2, 2019.
  • Copyright© 2020, International Institute of Anticancer Research (Dr. George J. Delinasios), All rights reserved

References

  1. ↵
    1. Siegel RL,
    2. Miller KD,
    3. Jemal A
    : Cancer statistics, 2019. CA Cancer J Clin 69: 7-34, 2019. PMID: 30620402. DOI: 10.3322/caac.21551
    OpenUrlCrossRefPubMed
  2. ↵
    1. Rades D,
    2. Schild SE,
    3. Abrahm JL
    : Treatment of painful bone metastases. Nat Rev Clin Oncol 7: 220-229, 2010. PMID: 20234353. DOI: 10.1038/nrclinonc.2010.17
    OpenUrlCrossRefPubMed
  3. ↵
    1. Oken MM,
    2. Creech RH,
    3. Tormey DC,
    4. Horton J,
    5. Davis TE,
    6. McFadden ET,
    7. Carbone PP
    : Toxicity and response criteria of the Eastern Cooperative Oncology Group. Am J Clin Oncol 5: 649-655, 1982. PMID: 7165009.
    OpenUrlCrossRefPubMed
  4. ↵
    1. Lehtomaki KI,
    2. Lahtinen LI,
    3. Rintanen N,
    4. Kuopio T,
    5. Kholova I,
    6. Makela R,
    7. Rantala JK,
    8. Kellokumpu-Lehtinen PL,
    9. Kononen J
    : Clonal evolution of MEK/MAPK pathway activating mutations in a metastatic colorectal cancer case. Anticancer Res 39: 5867-5877, 2019. PMID: 31704811. DOI: 10.21873/anticanres.13791
    OpenUrlAbstract/FREE Full Text
    1. Fiala O,
    2. Ostasov P,
    3. Hosek P,
    4. Sorejs O,
    5. Liska V,
    6. Buchler T,
    7. Poprach A,
    8. Kucera R,
    9. Topolcan O,
    10. Sustr J,
    11. Sedivcova M,
    12. Finek J
    : The predictive role of primary tumour sidedness in metastatic colorectal cancer treated with targeted agents. Anticancer Res 39: 5645-5652, 2019. PMID: 31570462. DOI: 10.21873/anticanres.13761
    OpenUrlAbstract/FREE Full Text
    1. Morine Y,
    2. Ikemoto T,
    3. Iwahashi S,
    4. Saito YU,
    5. Yamada S,
    6. Takasu C,
    7. Higashijima J,
    8. Imura S,
    9. Shimada M
    : Clinical impact of FOLFOXIRI aiming for conversion surgery in unresectable multiple colorectal liver metastasis. Anticancer Res 39: 5089-5096, 2019. PMID: 31519620. DOI: 10.21873/anticanres.13703
    OpenUrlAbstract/FREE Full Text
    1. Shibutani M,
    2. Nagahara H,
    3. Fukuoka T,
    4. Iseki Y,
    5. Hirakawa K,
    6. Ohira M
    : Efficacy of adjuvant chemotherapy according to the classification of recurrence risk based on systemic inflammatory markers in patients with liver metastases of colorectal cancer. Anticancer Res 39: 5039-5045, 2019. PMID: 3151961. DOI: 10.21873/anticanres.13695
    OpenUrlAbstract/FREE Full Text
    1. Kearney MR,
    2. Chen EY,
    3. Vaccaro GM,
    4. Strother J,
    5. Burt A,
    6. Todd K,
    7. Donovan J,
    8. Kampa-Schittenhelm KM,
    9. Lopez CD
    : A phase II study alternating erlotinib with second-line mFOLFOX6 or FOLFIRI for metastatic colorectal cancer. Anticancer Res 39: 245-252, 2019. PMID: 30591465. DOI: 10.21873/anticanres.13104
    OpenUrlAbstract/FREE Full Text
  5. ↵
    1. Li A,
    2. Käsmann L,
    3. Rades D,
    4. Fu C
    : A scoring system to predict the development of bone metastasis after radical resection of colorectal cancer. Anticancer Res 37: 5169-5172, 2017. PMID: 28870950. DOI: 10.21873/anticanres.11938
    OpenUrlAbstract/FREE Full Text
  6. ↵
    1. Rades D,
    2. Hansen HC,
    3. Janssen S,
    4. Schild SE
    : Diagnosis-specific WBRT-30-CRC score for estimating survival of patients irradiated for brain metastases from colorectal cancer. Anticancer Res 39: 2569-2574, 2019. PMID: 31092454. DOI: 10.21873/anticanres. 13379
    OpenUrlAbstract/FREE Full Text
    1. Rades D,
    2. Dziggel L,
    3. Blanck O,
    4. Gebauer N,
    5. Bartscht T,
    6. Schild SE
    : A score to identify patients with brain metastases from colorectal cancer who may benefit from whole-brain radiotherapy in addition to stereotactic radiosurgery/radiotherapy. Anticancer Res 38: 3111-3114, 2018. PMID: 29715148. DOI: 10.21873/anticanres.12570
    OpenUrlAbstract/FREE Full Text
  7. ↵
    1. Rades D,
    2. Bartscht T,
    3. Janssen S,
    4. Bajrovic A,
    5. Segedin B,
    6. Schild SE
    : Forecasting survival probabilities after radiotherapy of metastatic epidural spinal cord compression from colorectal cancer in the elderly. Anticancer Res 36: 1829-1833, 2016. PMID: 27069166.
    OpenUrlAbstract/FREE Full Text
    1. Rades D,
    2. Dahlke M,
    3. Gebauer N,
    4. Bartscht T,
    5. Hornung D,
    6. Trang NT,
    7. Phuong PC,
    8. Khoa MT,
    9. Gliemroth J
    : A new predictive tool for optimization of the treatment of brain metastases from colorectal cancer after stereotactic radiosurgery. Anticancer Res 35: 5515-5518, 2015. PMID: 26408718.
    OpenUrlAbstract/FREE Full Text
  8. ↵
    1. Dziggel L,
    2. Segedin B,
    3. Podvrsnik NH,
    4. Oblak I,
    5. Schild SE,
    6. Rades D
    : A survival score for patients with brain metastases from less radiosensitive tumors treated with whole-brain radiotherapy alone. Strahlenther Onkol 190: 54-58, 2014. PMID: 23861153. DOI: 10.1007/s00066-013-0394-2
    OpenUrlPubMed
    1. Rades D,
    2. Douglas S,
    3. Huttenlocher S,
    4. Veninga T,
    5. Bajrovic A,
    6. Rudat V,
    7. Schild SE
    : Prognostic factors and a survival score for patients with metastatic spinal cord compression from colorectal cancer. Strahlenther Onkol 188: 1114-1118, 2010. PMID:23111468. DOI:10.1007/s00066-012-0141-0
    OpenUrl
  9. ↵
    1. Meyners T,
    2. Heisterkamp C,
    3. Kueter JD,
    4. Veninga T,
    5. Stalpers LJ,
    6. Schild SE,
    7. Rades D
    : Prognostic factors for outcomes after whole-brain irradiation of brain metastases from relatively radioresistant tumors: a retrospective analysis. BMC Cancer 10: 582, 2010. PMID: 20977700. DOI: 10.1186/1471-2407-10-582
    OpenUrlPubMed
  10. ↵
    1. Chow E,
    2. Zeng L,
    3. Salvo N,
    4. Dennis K,
    5. Tsao M,
    6. Lutz S
    : Update on the systematic review of palliative radiotherapy trials for bone metastases. Clin Oncol (R Coll Radiol) 24: 112-124, 2012. PMID: 22130630. DOI: 10.1016/j.clon.2011.11.004
    OpenUrlCrossRefPubMed
  11. ↵
    1. Mithal NP,
    2. Needham PR,
    3. Hoskin PJ
    : Retreatment with radiotherapy for painful bone metastases. Int J Radiat Oncol Biol Phys 29: 1011-1014, 1994. PMID: 7521863. DOI: 10.1016/0360-3016(94)90396-4
    OpenUrlPubMed
  12. ↵
    1. Huisman M,
    2. van den Bosch MA,
    3. Wijlemans JW,
    4. van Vulpen M,
    5. van der Linden YM,
    6. Verkooijen HM
    : Effectiveness of reirradiation for painful bone metastases: a systematic review and meta-analysis. Int J Radiat Oncol Biol Phys 84: 8-14, 2012. PMID: 22300568. DOI: 10.1016/j.ijrobp.2011.10.080
    OpenUrlCrossRefPubMed
  13. ↵
    1. Koswig S,
    2. Budach V
    : Remineralization and pain relief in bone metastases after after different radiotherapy fractions (10 times 3 Gy vs. 1 time 8 Gy). A prospective study. Strahlenther Onkol 175: 500-508, 1999. PMID: 10554645. DOI: 10.1007/s000660050061
    OpenUrlCrossRefPubMed
  14. ↵
    1. Rades D,
    2. Douglas S,
    3. Veninga T,
    4. Stalpers LJ,
    5. Hoskin PJ,
    6. Bajrovic A,
    7. Adamietz IA,
    8. Basic H,
    9. Dunst J,
    10. Schild SE
    : Validation and simplification of a score predicting survival in patients irradiated for metastatic spinal cord compression. Cancer 116: 3670-3673, 2010. PMID: 20564129. DOI: 10.1002/cncr.25223
    OpenUrlCrossRefPubMed
    1. Rades D,
    2. Abrahm JL
    : The role of radiotherapy for metastatic epidural spinal cord compression. Nat Rev Clin Oncol 7: 590-598, 2010. PMID: 20808299. DOI: 10.1038/nrclinonc.2010.137
    OpenUrlCrossRefPubMed
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A Disease-specific Score for Estimating Survival After Irradiation of Bone Metastases from Colorectal Cancer
RAPHA HAUS, STEFAN JANSSEN, STEVEN E. SCHILD, DIRK RADES
Anticancer Research Jan 2020, 40 (1) 287-291; DOI: 10.21873/anticanres.13951

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A Disease-specific Score for Estimating Survival After Irradiation of Bone Metastases from Colorectal Cancer
RAPHA HAUS, STEFAN JANSSEN, STEVEN E. SCHILD, DIRK RADES
Anticancer Research Jan 2020, 40 (1) 287-291; DOI: 10.21873/anticanres.13951
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