Literature DB >> 32399365

LabBM Score and Extracranial Score As New Tools for Predicting Survival in Patients with Brain Metastases Treated with Focal Radiotherapy.

Carsten Nieder1, Rosalba Yobuta1, Bård Mannsåker1.   

Abstract

Background Two recently validated, untraditional prognostic scores include serum albumin and lactate dehydrogenase, among other parameters. The latter are hemoglobin, platelet counts, and C-reactive protein (three-tiered LabBM score), whereas the four-tiered extracranial score includes more than one extracranial site of metastatic involvement. Until now, head-to-head comparisons of these two scores in patients treated with focal radiotherapy for newly diagnosed brain metastases are not available. Methods This was a retrospective single-institution analysis of 51 patients, most of whom were managed with first-line stereotactic radiosurgery (SRS). Survival was stratified by the LabBM score and extracranial score. Results Both scores predicted survival, but the analyses were hampered by small subgroups. In particular, very few patients belonged to the unfavorable groups. Survival shorter than two months, which was recorded in 14%, was not well predicted by the LabBM score and extracranial score. Conclusions Very few patients treated with focal radiotherapy (largely SRS) had unfavorable prognostic features according to the two untraditional scores, which do not include the number of brain metastases and performance status. Additional research is needed to improve the tools that predict short survival because overtreatment during the terminal phase of metastatic disease continues to represent a relevant issue.
Copyright © 2020, Nieder et al.

Entities:  

Keywords:  brain metastases; lactate dehydrogenase; palliative radiation therapy; prognostic factors; stereotactic radiotherapy

Year:  2020        PMID: 32399365      PMCID: PMC7213767          DOI: 10.7759/cureus.7633

Source DB:  PubMed          Journal:  Cureus        ISSN: 2168-8184


Introduction

Whole-brain radiotherapy (WBRT) was the preferred management option for patients with brain metastases in previous decades [1]. Long-term local control was not particularly relevant because most patients had an active extracranial disease, which inevitably progressed as a consequence of limited systemic treatment options [2]. However, for selected patients with better prognosis and few brain metastases, surgical resection, and later stereotactic radiosurgery (SRS), was offered [3-5]. As a result of better systemic treatment options, prolonged survival, and earlier detection of brain metastases, an increasing number of patients now present in a different situation, i.e., with limited brain disease and need for local control [6-8]. It has been realized that SRS and fractionated stereotactic radiotherapy are technically feasible also in patients with more than three or four brain metastases and that such treatment contributes to increased survival by eliminating the threat of neurologic death [9]. If extracranial disease is absent or controlled, brain control is a prerequisite for sustained survival. Furthermore, preserved quality of life and neurocognition gain importance in patients with survival beyond three to four months [10]. Ideally, patients with limited prognosis would not be exposed to the unnecessary burden of intense treatment, whereas those with better prognosis would receive the therapeutic measures required to prevent neurologic death [11,12]. Several tools (prognostic scores and nomograms with survival and other endpoints) have been developed to support decision-making [13-17]. Initially, they were heavily based on performance status and extracranial disease extent or control, and not stratified by primary cancer type. More recently, specific tumor characteristics have been integrated, e.g., in the molecular lung cancer score, renal cell cancer score, and melanoma score [18-20]. In parallel, it has also been realized that blood biomarkers such as serum lactate dehydrogenase (LDH) and albumin, as well as hemoglobin and C-reactive protein (CRP), may contribute to improved survival prediction models [21]. Berghoff et al. developed and validated a three-tiered score (LabBM), which includes several blood test results (hemoglobin, platelet count, albumin, LDH, CRP) [22]. Median survival in the validation cohort was 10, 6, and 1 month, respectively. Most patients in this study were treated with first-line SRS or surgical resection, i.e., focal brain-directed approaches. Recently, our research group has validated the LabBM score in 167 patients managed with first-line WBRT [23]. Median survival was 4.0, 2.9, and 1.5 months, respectively. The fact that survival was very short in the unfavorable prognostic group is an important advantage over most other prediction models, especially if one intends to reduce treatment-intensity for patients with short survival. If, in contrast, the unfavorable group should contain a subset of long-term survivors, some clinicians would be reluctant to apply the score and argue that undertreatment or withholding radiotherapy would put that subset at a risk of unnecessarily poor survival. It is still unclear how the LabBM score performs compared with our own four-tiered extracranial score, which includes LDH, albumin, and the number of extracranial organs involved [21]. Identical to the LabBM score, our extracranial score was successfully validated in an independent patient cohort and was the best prognostic model for defining the patients who obviously did not benefit from radiotherapy of brain metastases in terms of overall survival [24]. Unfortunately, the LabBM score had to be excluded because the necessary blood tests were unavailable in this patient cohort. In order to perform the first head-to-head comparison, we tested the LabBM score and the extracranial score in patients managed with first-line focal radiotherapy, an increasingly preferred treatment paradigm.

Materials and methods

This was a retrospective single-institution study that included all patients with parenchymal brain metastases from histologically verified extracranial primary tumors managed with first-line SRS, SFRT, or other fractionated focal radiotherapy at our hospital. Fractionated radiotherapy prescription was individualized, e.g., 10 fractions of 3.5-4 Gy or 7 fractions of 5 Gy. Further treatment for new or recurrent metastases was individualized too. The strategies consisted of salvage SRS, WBRT, or best supportive care (BSC). Systemic treatment was usually prescribed as judged appropriate by the patients’ medical oncologists and interrupted immediately before and after radiotherapy. Two patients received immune checkpoint inhibitors after radiotherapy (one endocrine treatment for breast cancer, no further systemic treatment for eight patients, and chemotherapy for the remaining patients). The patients were treated between January 1, 2012, and December 31, 2018. Extracranial staging consisted of computed tomography (CT). If clinically relevant, other modalities were added to clarify CT findings, such as isotope bone scan and ultrasound. All blood tests needed to calculate the two scores were routinely assessed approximately one week before radiotherapy (normal values: hemoglobin 11.7-15.3 g/dL for females and 13.4-17.0 g/dL for males; platelets: 130-400 x 109; albumin: 34-45 g/L; LDH < 255 U/l; CRP < 5 mg/L). The extracranial and LabBM scores were calculated as described in the original studies [21,22]. LabBM: 1 point was given for LDH and CRP measurement above the upper limit of normal, and 0.5 points for hemoglobin, platelets, and albumin below the lower limit of normal. A point sum of 0 indicates a favorable prognosis. The maximum point sum was 3.5. Extracranial score: 1 point each was given for elevated LDH, decreased albumin, and more than one extracranial site of metastatic involvement (examples: liver corresponds to one site, whereas liver and bones correspond to more than one site). The sum score ranged from 0 to 3 (3 indicating the worst prognosis). Overall survival (time to death) from the first day of radiotherapy was calculated using the Kaplan-Meier method, and different groups were compared using the log-rank test (SPSS 25, IBM Corp., Armonk, NY, USA). Only 10 patients were censored after a median follow-up of 14 months (minimum: two months). The date of death was known in all other patients. In addition to univariate tests, the scores were evaluated through a forward conditional Cox regression analysis together with the continuous variables age, number of brain metastases, performance status, and the dichotomized variable extracranial metastases (yes or no). Patients with unknown scores (missing blood test results) were excluded from the Cox regression analysis. Statistical significance was defined as p<0.05 throughout this study.

Results

The study included 51 patients (27 females, 24 males) largely treated with SRS (n=42). All patients completed their scheduled course of radiotherapy. Further baseline data are shown in Table 1.
Table 1

Patient characteristics

Baseline parameter Number Percentage
Primary tumor: non-small cell lung cancer 22 43
  Breast cancer 6 12
  Malignant melanoma 5 10
  Renal cell cancer 8 16
  Colorectal cancer 8 16
  Other primary tumors 2 4
Extracranial status: no extracranial metastases 19 37
  Extracranial metastases to one site 15 29
  Extracranial metastases to more than one site 17 33
  Controlled primary tumor 38 75
  Uncontrolled primary tumor 13 25
Number of brain metastases: single brain metastasis 23 45
  Two or three brain metastases 17 33
  More than three brain metastases 11 22
Salvage treatment: focal brain irradiation 10 20
  Whole-brain irradiation 5 10
Median age, range (years) 65, 44-82  
Median Karnofsky performance status, range 80, 60-100  
Median number of brain metastases, range 2, 1-13  
Median time interval (primary tumor to brain metastasis, months) 13, 0-156  
LabBM score: >2 (unfavorable) 2 4
  1.5-2.0 6 12
  0-1.0 (favorable) 31 61
  Unknown 12 24
Extracranial score: 3 (unfavorable) 1 2
  2 7 14
  1 16 31
  0 (favorable) 17 33
  Unknown 10 20
According to the LabBM score, most (61%) patients belonged to the group with favorable prognosis. Only 4% were assigned to the group with unfavorable prognosis. In 24%, the score was unknown. With regard to the extracranial score, the following percentages were recorded: 33% favorable, 2% unfavorable, and 20% unknown. As shown in Table 2, patients with a favorable LabBM score had significantly longer survival compared with patients with worse LabBM score (p=0.001).
Table 2

Survival outcomes in the prognostic group

n.a., not applicable

ScoreMedian survival in months, 95% confidence intervalHazard ratio, 95% confidence interval
Extracranial score 3 (unfavorable)1.7, n.a. (single patient)n.a., single patient
Extracranial score 25.5, 0-13.52.8, 0.9-5.0
Extracranial score 18.6, 5.0-12.21.9, 0.7-3.3
Extracranial score 0 (favorable)14.6, 10.0-19.2Reference group
Extracranial score unknown4.5, 0.3-8.7 
LabBM score > 2 (unfavorable)1.5, n.a. (two patients)n.a. (two patients)
LabBM score 1.5-2.02.8, 2.0-3.65.6, 1.9-9.8
LabBM score 0-1.0 (favorable)12.1, 9.2-15.0Reference group
LabBM score unknown3.8, 1.4-6.2 

Survival outcomes in the prognostic group

n.a., not applicable However, the latter groups were too small for meaningful statistical analyses. Therefore, the Kaplan-Meier curves are not shown. As also shown in Table 2, patients with favorable extracranial score had significantly longer survival compared with patients with worse extracranial score. The Kaplan-Meier curves displayed in Figure 1 illustrate that the two intermediate groups had largely identical survival.
Figure 1

Overall survival (Kaplan-Meier estimate)

In Cox regression analysis, the Lab BM score was not significant (p=0.28). The same was true for age, extracranial metastases, and the number of brain metastases (all p>0.1). However, Karnofsky performance status (p=0.001) and extracranial score (p=0.001) were significantly associated with survival. Of the patients, 80% died from uncontrolled extracranial disease and 20% from their brain metastases. Table 3 shows the characteristics of all patients with survival shorter than two months, i.e., those who might not be appropriate candidates for intense local treatment (7/51 [14%]). None of these patients died from neurologic causes.
Table 3

Characteristics of all patients who survived for less than two months

BM, brain metastasis; DS-GPA, diagnosis-specific graded prognostic assessment; SFRT, stereotactic fractionated radiotherapy; SRS, stereotactic radiosurgery; NSCLC, non-small cell lung cancer

PatientTherapyNo. of BMTumor typeAge (years)Performance statusTime interval between cancer diagnosis and BMs (months)DS-GPALabBM scoreUnfavorable extracranial scoreSurvival (months)
1SFRT3Colon69602601.0No1.3
2SFRT3Colon7660480UnknownNo1.0
3SRS1NSCLC757031.52.0No0.8
4SRS1Urothelial667021Unknown2.0Yes1.7
5SRS4Renal cell7270241UnknownNo1.3
6SRS4NSCLC817001.5UnknownNo0.8
7SRS2Rectum46701512.5No1.5

Characteristics of all patients who survived for less than two months

BM, brain metastasis; DS-GPA, diagnosis-specific graded prognostic assessment; SFRT, stereotactic fractionated radiotherapy; SRS, stereotactic radiosurgery; NSCLC, non-small cell lung cancer As shown in Table 3, the majority of these patients were not readily identifiable (neither unfavorable extracranial score nor LabBM > 2 points).

Discussion

This retrospective study was the first head-to-head comparison of the LabBM score and the extracranial score in patients managed with first-line focal radiotherapy, largely administered in the form of SRS. Previously, many patients with less than five brain metastases received WBRT as their initial local treatment [1]. Based on the results of recent studies, an increasing number of patients are currently offered upfront SRS, whereas WBRT is often deferred. For selected cancer types with targetable mutations, upfront drug treatment is sometimes advocated [25]. An important aspect of decision-making is to avoid undertreatment in patients who require effective therapy to prolong their lives and to avoid overtreatment in patients with poor prognostic features. Survival prediction by the use of nomograms and scores is therefore of high clinical relevance, although individual patients may live longer or shorter than predicted by the available models. In general, predictive models have evolved in recent years. For example, Sperduto et al. have published improved versions of their original diagnosis-specific graded prognostic assessment (DS-GPA) [18-20]. Berghoff et al. used previously underappreciated, inexpensive standard test results to create the now validated LabBM score [22]. As proposed in their publication, the blood test results likely mirror and simplify a variety of other prognostic information such as extracranial disease burden, total tumor burden, cachexia, and systemic inflammatory processes. Comparable with the LabBM score, the extracranial score is also based on other parameters than the traditional ones. Both scores were validated successfully, and the survival of patients with unfavorable prognosis was limited in such a way that the extracranial score may allow for an important aspect in the management of patients with brain metastases, i.e., helping clinicians to make recommendations towards BSC rather than radiotherapy [23,24]. Limitations of this study include the small number of patients, statistical power of subgroup analyses, missing blood test results in approximately 20% of patients, non-standardized imaging of extracranial metastatic sites, and retrospective design. Due to the increased popularity of focal radiotherapy, we limited inclusion to patients treated with this approach and excluded those who had received upfront WBRT. Most likely, this selection process explains the low percentage of patients with unfavorable prognostic scores in our study (<5%). In other words, prescription of focal radiotherapy was obviously limited to patients with better prognostic features, although we did not apply any of the prognostic scores in our routine clinical practice. If we would have applied one of these scores, no blood test results could have been missing. Probably, the most important finding from this study is the data given in Table 3, which suggests that survival shorter than two months was not well predicted by the LabBM score and extracranial score. This is in contrast to our previous findings in WBRT-treated patients assessed with the extracranial score. In the Cox regression analysis, the LabBM score performed less well than the extracranial score. At present, we are still reluctant to base our clinical recommendations on either score. However, we will continue our efforts toward optimized prognostic models and intend to hybridize the updated DS-GPA variants and the laboratory-based models, hoping that the best of two worlds might hold promise for the future.

Conclusions

Only a minority of patients treated with focal radiotherapy (largely SRS) had unfavorable prognostic features according to the two untraditional scores, which include LDH and albumin among other factors. Additional research is needed because survival shorter than two months was not well predicted by the LabBM score and extracranial score.
  25 in total

Review 1.  Radiotherapeutic management of brain metastases: a systematic review and meta-analysis.

Authors:  May N Tsao; Nancy S Lloyd; Rebecca K S Wong; Eileen Rakovitch; Edward Chow; Normand Laperriere
Journal:  Cancer Treat Rev       Date:  2005-06       Impact factor: 12.111

2.  Stereotactic Radiosurgery With or Without Whole-Brain Radiotherapy for Brain Metastases: Secondary Analysis of the JROSG 99-1 Randomized Clinical Trial.

Authors:  Hidefumi Aoyama; Masao Tago; Hiroki Shirato
Journal:  JAMA Oncol       Date:  2015-07       Impact factor: 31.777

Review 3.  The role of postoperative radiotherapy after resection of a single brain metastasis. Combined analysis of 643 patients.

Authors:  Carsten Nieder; Sabrina T Astner; Anca-Ligia Grosu; Nicolaus H Andratschke; Michael Molls
Journal:  Strahlenther Onkol       Date:  2007-10       Impact factor: 3.621

4.  Relation between local result and total dose of radiotherapy for brain metastases.

Authors:  C Nieder; W Berberich; U Nestle; M Niewald; K Walter; K Schnabel
Journal:  Int J Radiat Oncol Biol Phys       Date:  1995-09-30       Impact factor: 7.038

5.  Prognostic models predicting survival of patients with brain metastases: integration of lactate dehydrogenase, albumin and extracranial organ involvement.

Authors:  C Nieder; K Marienhagen; A Dalhaug; G Aandahl; E Haukland; A Pawinski
Journal:  Clin Oncol (R Coll Radiol)       Date:  2014-04-02       Impact factor: 4.126

Review 6.  Brain metastases from non-small cell lung cancer with EGFR or ALK mutations: A systematic review and meta-analysis of multidisciplinary approaches.

Authors:  Raj Singh; Eric J Lehrer; Stephen Ko; Jennifer Peterson; Yanyan Lou; Alyx B Porter; Rupesh Kotecha; Paul D Brown; Nicholas G Zaorsky; Daniel M Trifiletti
Journal:  Radiother Oncol       Date:  2019-12-05       Impact factor: 6.280

7.  Estimating Survival in Patients With Lung Cancer and Brain Metastases: An Update of the Graded Prognostic Assessment for Lung Cancer Using Molecular Markers (Lung-molGPA).

Authors:  Paul W Sperduto; T Jonathan Yang; Kathryn Beal; Hubert Pan; Paul D Brown; Ananta Bangdiwala; Ryan Shanley; Norman Yeh; Laurie E Gaspar; Steve Braunstein; Penny Sneed; John Boyle; John P Kirkpatrick; Kimberley S Mak; Helen A Shih; Alex Engelman; David Roberge; Nils D Arvold; Brian Alexander; Mark M Awad; Joseph Contessa; Veronica Chiang; John Hardie; Daniel Ma; Emil Lou; William Sperduto; Minesh P Mehta
Journal:  JAMA Oncol       Date:  2017-06-01       Impact factor: 31.777

8.  Predicting prognosis of short survival time after palliative whole-brain radiotherapy.

Authors:  Kazunari Miyazawa; Naoto Shikama; Shohei Okazaki; Tadaaki Koyama; Takao Takahashi; Shingo Kato
Journal:  J Radiat Res       Date:  2018-01-01       Impact factor: 2.724

9.  External Validation of the LabBM Score in Patients With Brain Metastases.

Authors:  Carsten Nieder; Astrid Dalhaug; Adam Pawinski
Journal:  J Clin Med Res       Date:  2019-04-14

10.  Prognostic scores in brain metastases from breast cancer.

Authors:  Carsten Nieder; Kirsten Marienhagen; Sabrina T Astner; Michael Molls
Journal:  BMC Cancer       Date:  2009-04-07       Impact factor: 4.430

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