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Cost-Utility Analysis Compared Between Radiotherapy Alone and Combined Surgery and Radiotherapy for Symptomatic Spinal Metastases in Thailand

Article information

Neurospine. 2022;19(2):334-347
Publication date (electronic) : 2022 May 12
doi : https://doi.org/10.14245/ns.2142948.474
1Department of Orthopaedic Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
2Division of Ambulatory Medicine, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
3Division of Radiation Oncology, Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
Corresponding Author Panya Luksanapruksa Division of Spine Surgery, Department of Orthopaedic Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok 10700, Thailand Email: cutecarg@yahoo.com
Received 2021 December 15; Revised 2022 March 21; Accepted 2022 March 22.

Abstract

Objective

To investigate the patient quality of life and cost-utility compared between radiotherapy alone and combined surgery and radiotherapy for spinal metastasis (SM) in Thailand.

Methods

Patients with SM with an indication for surgery during 2018–2020 were prospectively recruited. Patients were assigned to either the combination surgery and radiotherapy group or the radiotherapy alone group. Quality of life was assessed by EuroQol-5D-5L (EQ-5D-5L) questionnaire, and relevant healthcare costs were collected pretreatment, and at 3-month and 6-month posttreatment. Total lifetime cost and quality-adjusted life-years (QALYs) were estimated for each group.

Results

Twenty-four SM patients (18 females, 6 males) were included. Of those, 12 patients underwent combination treatment, and 12 underwent radiotherapy alone. At 6-month posttreatment, 10 patients in the surgery group, and 11 patients in the nonsurgery group remained alive for a survival rate of 83.3% and 91.7%, retrospectively. At 6-month posttreatment, the mean utility in the combination treatment group was significantly better than in the radiotherapy alone group (0.804 ± 0.264 vs. 0.518 ± 0.282, respectively; p = 0.011). Total lifetime costs were 59,863.14 United States dollar (USD) in the combination treatment group and 24,526.97 USD in the radiation-only group. The incremental cost-effectiveness ratio using 6-month follow-up data was 57,074.01 USD per QALY gained.

Conclusion

Surgical treatment combined with radiotherapy to treat SM significantly improved patient quality of life compared to radiotherapy alone during the 6-month posttreatment period. However, combination treatment was found not to be cost-effective compared to radiotherapy alone for SM at the Thailand willingness-to-pay threshold of 5,113 USD/QALY.

INTRODUCTION

Spinal metastasis results from cancer cells that spread from the primary tumor, which is located somewhere else in the body. Spinal metastasis can cause severe pain, impaired ambulation, and neurological deficit–all of which significantly adversely affect patient quality of life. Several studies reported favorable results of palliative surgery combined with radiotherapy for improving pain, ambulation, and quality of life compared to radiotherapy alone [1-5]. As such, palliative surgery plays an important role in the multidisciplinary management of spinal metastasis.

However, the additional cost of surgery combined with radiotherapy makes combination therapy for spinal metastasis much more expensive than radiotherapy alone. From a study conducted in Denmark, Tipsmark et al. [6] reported the cost of radiotherapy alone to be 36,616 euro (EUR), whereas the cost of surgery with decompression, instrumentation, and reconstruction was 87,814 EUR.

Cost-utility analysis (CUA), which evaluates both clinical and economic outcomes, provides important evidence-based information that helps clinicians and policymakers in decision-making relative treatment strategy. CUA studies that compared surgical treatment and radiotherapy alone for the treatment of spinal metastasis have been reported in Japan, the United Kingdom, Belgium, Canada, and the United States. The results of those studies showed combination surgery and radiotherapy to be cost-effective compared to radiotherapy alone for treating spinal metastasis in developed countries [2,7-10].

Studies in the cost-effectiveness of surgery for spinal metastasis patients in developing countries, such as Thailand, are limited. Accordingly, the aim of this study was to investigate the patient quality of life and cost-utility compared between radiotherapy alone and combined surgery and radiotherapy for spinal metastasis in Thailand.

MATERIALS AND METHODS

This prospective cohort study was conducted at the Faculty of Medicine Siriraj Hospital, Mahidol University–Thailand’s largest medical school and national tertiary referral center. The protocol for this study received approval from the Siriraj Institutional Review Board (protocol number: 395/2561[EC3]), and written informed consent was obtained from each enrolled study patient.

1. Subjects

Patients aged 18 years or older with spinal metastasis with an indication for surgery during 2018–2020 were prospectively recruited. Diagnosis of spinal metastasis was made by radiological or pathological methods. Indications for surgery included intractable pain, spinal instability, and neurological symptom. Patients having one or more of the following were excluded: (1) curative surgery, (2) posterior instrumentation more than 10 levels, (3) previous history of radiotherapy at the affected spine level, and/or (4) impaired consciousness that prevented completion of the study questionnaire.

2. Study Procedures

Eligible patients that accepted our invitation to join the study were educated about the study objective and protocol. The spinal instability neoplastic score was used to assess the severity of spinal instability. All patients underwent intensive adjuvant treatments, radiotherapy, rehabilitation, and palliative care. All patients were offered the opportunity to undergo surgical treatment, and the patient made the final decision. The patients who decided to undergo surgery were allocated to the combination surgery and radiotherapy group, and those not willing to undergo surgery were allocated to the radiotherapy alone group. In both groups, chemotherapy was performed if indicated. The modified Tokuhashi and Tomita scores were used to evaluate the prognosis of spinal metastasis. Each patient’s general condition was assessed using Frankel classification grading.

3. Surgical Procedures

The patients who undergo surgery were a posterior approach. Debulking tumor from the posterolateral aspect after laminectomy was performed, and the posterior stabilization was achieved using a pedicle screw-rod system. The range of stabilization was decided based on bone quality, the number of affected vertebrae, and deformity. After surgery, postoperative rehabilitation was adjusted case by case depending on patients’ status with immobilization support devices.

4. Sample Size Calculation

The sample size was based on a mean of health state values between the radiotherapy alone and the combined surgery and radiotherapy at 12 months (0.019 ± 0.027, 0.448 ± 0.451, respectively) from the study of Miyazaki et al. [2]. Two-sided, 2-independent means sample size calculation was used at the 0.05 significance level for the difference. The power of the test was 0.2. Thus, the number of each group was 12 patients.

5. Statistical Analysis

Demographic and clinical characteristics of study participants were analyzed descriptively. Categorical data were reported as frequency and percentage, and normally distributed continuous data were reported as mean ± standard deviation. Fisher exact test and Student t-test were used to comparing categorical data and normally distributed continuous data, respectively. The Kaplan-Meier method was used to estimate the survival function from lifetime data. All statistical analyses were performed using IBM SPSS ver. 18.0 (IBM Co., Armonk, NY, USA), and a 2-tailed p-value that less than 0.05 was considered statistically significant.

6. Economic Evaluation

A CUA was performed to compare the cost and health status between the combined use of surgery and radiotherapy and radiotherapy alone in patients with spinal metastasis. The intervention of interest was palliative surgery that provides better quality of life, but the cost of treatment is higher. We performed the analysis using a societal perspective and lifetime time horizon as recommended by the Thailand health technology assessment (HTA) guideline [11]. Our findings are presented as an incremental cost-effectiveness ratio (ICER) in United States dollar (USD) per quality-adjusted life years (QALYs) gained. The interpretation of the cost-effectiveness of the surgery was based on an official willingness-to-pay (WTP) threshold of 160,000 Thai Baht (THB)/QALY (5,113 USD/QALY), as reported by the Thai Health Economic Working Group [12]. An annual discount rate of 3% was used for both costs and health outcomes.

7. Economic Model

According to expert opinion and our review of the literature, the health status outcome should include both ambulatory status and pain improvement after the treatment. A decision tree was constructed to divide patients into 2 groups–those who received surgical treatment and those who did not. After treatment, the patients in each group were classified into 1 of the 4 following outcomes of treatment: ambulatory with less pain, nonambulatory with less pain, ambulatory without pain improvement, and nonambulatory without pain improvement (Fig. 1A). After that, a Markov model with 3-month cycle durations was adopted to capture the lifetime costs and health outcomes of the treatment. In the Markov model, patients could remain either in the same state or in transition to a poorer state due to the progression of the disease. In this model, we assumed that patients underwent surgery only one time and that no patients would transition to an improved health state, as shown in Fig. 1B.

Fig. 1.

Decision tree (A) and Markov model (B). A decision tree was constructed to divide patients into the 4 following groups according to the health status outcome of each treatment: ambulatory with less pain, nonambulatory with less pain, ambulatory with pain, and nonambulatory with pain. In the Markov model, patients could remain in the same health state or transition to worse health states. Sx+RT, combined surgery, and radiotherapy; RT, radiotherapy alone.

8. Input Parameters

The transition probabilities and utility of each group were obtained from the result of the cohort included in this study. The disease-specific mortality rate was based on the overall local control rate of the disease from studies conducted by Bishop et al. [13] and Pessina et al. [14]. The probability of ambulatory and nonambulatory status before treatment was obtained from the studied cohort. Regarding the adoption of societal perspective, in this study, we included both direct medical costs (e.g., nursing service, medication, diagnostic imaging) and direct nonmedical costs (e.g., food, transportation). Indirect costs of patients were not included due to our assumption that lost or impaired ability to work or engage in leisure activities due to morbidity would be captured in the disutility of QALY [15]. Direct costs of treatment, hospital visit rates (both outpatient and inpatient), and utility data were obtained from the studied cohort. Direct nonmedical costs were obtained from a standard cost list in the Thailand HTA guideline [16]. All costs were converted to 2020 USD using an exchange rate of 1 USD = 31.3 THB and the consumer price index [17]. Detail and sources of the model input parameters used in this study are shown in Table 1.

Input parameters used in the health economic model

9. Cost-Utility Analysis

The primary outcome of the base case analysis was the ICER obtained from a comparison between the combined surgery and radiotherapy treatment strategy versus radiotherapy alone.

One-way sensitivity analyses were performed to study the effects of altering uncertainty parameters within the 95% confidence interval (CI) ranges, including all clinical effects, transitional probabilities, costs, and utilities, on the ICER from the model. In cases where the 95% CI range was unavailable, a range of mean ± 15% was applied. The results of 1-way sensitivity analysis are presented using a tornado diagram. A probabilistic sensitivity analysis (PSA) was performed using Microsoft Excel 2019 (Microsoft Corp., Redmond, WA, USA) to simultaneously examine the effects of all parameter uncertainties [18]. The distributions of each probability were assigned the following [19]: transitional probability, and utility parameters were specified to beta-distribution. Costs were assigned a gamma distribution. Relative risk of mortality parameters was given a log-normal distribution. A Monte Carlo simulation was run to obtain 1,000 different simulations reflecting a range of values for the total cost, outcomes, and ICER. The results of the PSA are presented as a cost-effectiveness plane and a cost-effectiveness acceptability curve.

RESULTS

1. Clinical Results

Twenty-four patients were prospectively enrolled and followed for 6 months after treatment. There were 6 men and 18 women. Twelve patients underwent surgical treatment and radiotherapy. The others underwent only radiotherapy. Patient demographic and clinical characteristics are shown in Table 2. No statistically significant difference was observed for any of the parameters shown in Table 2 between the surgery group and the nonsurgery group. Patients with various types of cancer were included (Table 2). All patients in both groups underwent radiotherapy. The average back pain score at the 3-month follow-up in the surgery group was significantly lower than the average score in the radiotherapy alone group (31.67 ± 30.92 vs. 55.45 ± 20.67, respectively; p = 0.024), but there was no significant difference between groups for pain at the 6-month follow-up. Ambulatory status and the survival rate were also not significantly different between the 2 treatment groups (Table 3).

Patient demographic and clinical characteristics compared between the combined surgery and radiotherapy (Sx+RT) group and the radiotherapy alone (RT) group

Utility, ambulator, survival, and back pain visual analogue scale (VAS) score at different time points compared between the combined surgery and radiotherapy (Sx+RT) group and the radiotherapy alone (RT) group

The mean preoperative utility value was 0.592 ± 0.314 in the surgery group, and 0.479 ± 0.345 in the radiotherapy alone group (p = 0.402). At both the 3- and 6-month follow-up, the mean utility value in the surgery group was significantly higher than that in the radiotherapy alone group (3 months: 0.701 ± 0.328 vs. 0.433 ± 0.297, respectively; p = 0.018; and, 6 months: 0.804 ± 0.264 vs. 0.506 ± 0.270, respectively; p = 0.011) (Table 3).

2. Cost-Utility Analysis

1) Base case analysis

The estimated total lifetime cost per patient for surgery and radiotherapy versus radiotherapy alone was 59,863.14 USD versus 24,526.97 USD, respectively. The number of QALYs was 1.54 and 0.92 for the combination treatment group and the radiotherapy alone group, respectively. The ICER for the combination surgery and radiotherapy treatment was 57,074.01 USD per QALY gained compared to radiotherapy alone (Table 4). This finding demonstrates the combination treatment option to be non-cost-effective when judged according to the official WTP threshold in Thailand.

Results of the base case analysis

2) One-way sensitivity analysis

Fig. 2 shows the most influential variables in our model to be the utility of ambulatory status with less pain after combination surgery and radiotherapy, the utility of ambulatory status with less pain after radiotherapy alone, and relative risk of survival in radiotherapy alone versus combination surgery and radiotherapy. However, within the range of each parameter, none yielded a cost-effective result.

Fig. 2.

Tornado diagram. This model illustrates the result of 1-way sensitivity analysis that was performed to study the effects of altering uncertainty parameters within the 95% confidence interval ranges, including all clinical effects, costs, utilities, and the discount rate on the ICER calculated from the model. ICER, incremental cost-effectiveness ratio; Sx+RT, combined surgery and radiotherapy; RT, radiotherapy alone; USD, United States dollar; QALY, quality-adjusted life-year.

3) Probabilistic sensitivity analysis

Results of the PSA based on 1,000 Monte Carlo simulations are presented in a cost-effectiveness plane (Fig. 3A). Despite the variation in base case parameter inputs, most of the plots were in the upper-right quadrant, which suggests the combination surgery and radiotherapy treatment strategy to be more effective, but more expensive than radiotherapy alone. All simulations were plotted above the WTP threshold line, which means that none of the scenarios could be considered cost-effective in Thailand’s healthcare setting. The results of the PSA are also presented as a cost-effectiveness acceptability curve, as shown in Fig. 3B. At the Thailand WTP threshold, the probability of the combination therapy strategy being cost-effective is zero. If the Thailand WTP was increased to 56,000 USD per QALY gained, the probability of surgery combined with radiotherapy being cost-effective was 50% compared to radiotherapy alone.

Fig. 3.

Multivariate probabilistic sensitivity analysis. The result was based on 1,000 Monte Carlo simulations. The results are shown as a cost-effectiveness plane (A), and a cost-effectiveness acceptability curve (B). Sx+RT, combined surgery and radiotherapy; RT, radiotherapy alone; USD, United States dollar; QALY, quality-adjusted life-year.

DISCUSSION

Many studies have investigated the cost-utility of the surgical treatment among spinal metastasis patients. Furlan et al. [8] reported an ICER of 250,307 USD per QALY when surgery plus radiotherapy was compared to radiotherapy alone. They adopted a Markov model approach and analyzed the results based on the data from the study of Patchell et al. [3] combined with Ontario-based physician fee and hospital cost data in Canada. They found and reported surgery plus radiotherapy to be cost-effective at a WTP threshold of 50,000 USD per QALY [8]. In Japan, Miyazaki et al. [2] also found surgical treatment to be cost-effective with an ICER of 42,003 USD per QALY gained at a WTP of 50,000 USD per QALY gained. Finally–in Belgium, Depreitere et al. [7]. Reported an ICER for surgical management of spinal metastasis of 13,635 EUR per QALY compared to radiotherapy alone. Taken together, these reported findings indicate that palliative surgery is cost-effective for spinal metastasis patients in developed countries.

During the 6-month follow-up after treatment, our findings showed significant improvement in the quality of life of patients in the combined surgery and radiotherapy group compared to the quality of life of patients in the radiotherapy alone group. In this study, there was no significant difference in ambulation between the 2 groups. However, the radiotherapy alone group had less ambulatory status after 6 months. Therefore, the effectiveness of radiotherapy alone in terms of maintaining or restoring ambulatory status may be limited. A prior study also reported that surgical intervention significantly improved ambulation, pain relief, and quality of life in spinal metastasis patients [20].

For the CUA, the ICER of the combined surgery and radiotherapy group relative to the radiotherapy alone group was 57,074.01 USD per QALY gained, which indicated that the surgery group is not cost-effective compared to the radiotherapy alone group. Moreover, the results of our sensitivity analyses showed no cost-effectiveness of the combination therapy regardless of the parameter values used. We conducted a literature review for studies that also compared combination treatment with radiotherapy alone in spinal metastasis (Table 5), and some previously reported results conflict with the results of our study. The observed differences between and among studies may be due to differences in the WTP threshold and cost of treatment of each country. However, the survival rate was not only affected by the choice of treatment but also other factors were included, so the highly selection of spinal metastatic patients who seemed to have better prognosis and outcome after the treatment was required. One of the significant prognostic factors in spinal metastasis patients was reported to be ambulatory status [21]. Schoenfeld et al. [9] reported a QALY of 0.800 among patients who received nonoperative treatment, and a QALY of 0.823 in patients with independent ambulatory status at presentation. In patients with nonambulatory status at presentation, they reported a QALY of 0.089 in patients who received nonoperative treatment and a QALY of 0.813 in patients who received operative treatment. The ICER for a surgical procedure was 899,700 USD per QALY and 48,600 USD per QALY in patients with independent ambulatory and nonambulatory status at presentation, respectively. Similar to the result reported by Schoenfeld et al. [9] our results showed significant improvement in utility among surgical patients with nonambulatory status to be a factor that positively influences cost-effectiveness, so the observed improvement in utility and survival in the surgery group strongly influenced cost-effectiveness in this economic model.

Literature review for previous studies that compared cost-utility between radiotherapy alone and combined surgery (Sx) and radiotherapy (RT) for spinal metastasis

There were many methods of surgery that may have affected the outcomes. Lee et al. [22] compared the postoperative result between palliative, debulking and en bloc surgery in spinal metastases. The result showed the debulking surgery group had the highest postoperative complications than the others but no difference in the improvement of neurological deficit after surgery. The proper surgical option on each patient may improve outcomes [22]. Additionally, stereotactic body radiation therapy has become a fundamental tool for the treatment of spine metastasis that provided good local control, especially in radioresistant tumor [23,24]. The separation surgery followed by stereotactic radiation therapy was effective in decompression and long-term local control [25]. Compared with conventional radiotherapy, stereotactic body radiotherapy at a dose of 24 Gy in 2 daily fractions was superior to conventional external beam radiotherapy at a dose of 20 Gy in 5 daily fractions in improving the complete response rate for pain [26]. However, the receipt of stereotactic body radiotherapy is limited because of a lack of medical resources. So, most patients with spine metastases were treated with conventional radiotherapy usually with 10 fractions [27] same as in Thailand.

To our knowledge, our study is the first prospective cohort study to compare utility outcomes after treatment in spinal metastasis patients in a developing country. This study has several strengths. First, our study data were prospectively collected. Second, we adjusted the mortality rates of these patients by incorporating the Thai age-standardized mortality rate to reflect baseline health of Thai population. Third, all cost data were retrieved from reliable local sources. Fourth and last, we conducted a comprehensive literature review to determine the overall mortality rate and the progression of disease after treatment in both groups for use as model input parameters.

This study has some mentionable limitations. From the reference literature, a study reported by Miyazaki et al. [2] showed a more significant difference in the health state of the surgery group versus radiotherapy alone, and the follow-up time was longer than the 6-month follow-up in our study. Second, there was a limited sample size. Third, our center is a university hospital so the costs of care are higher than those charged by rural general and provincial hospitals in Thailand. The further multicenter study may be needed that includes all healthcare settings in Thailand.

CONCLUSION

Surgical treatment for spinal metastasis significantly improved the quality of life of spinal metastasis patients compared with radiotherapy alone over the evaluated 6-month posttreatment follow-up period. However, the surgical treatment strategy was not found to be cost-effective compared to radiotherapy alone at the current WTP threshold in Thailand. A highly selective strategy for identifying spinal metastasis patients before surgical treatment is suggested to optimize all modifiable measurement parameters for all stakeholders.

Notes

Conflict of Interest

The authors have nothing to disclose.

Funding/Support

This study received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

Author Contribution

Conceptualization: PL; Data curation: SW, PP, AT; Formal analysis: PP; Methodology: PT, CK, AT, PL; Project administration: PT, SW; Visualization: CK; Writing - original draft: PT; Writing - review & editing: PL.

Acknowledgements

The authors gratefully acknowledge the patients that generously agreed to participate in this study, and Mr. Pongsathorn Samphaotong of the Orthopaedic Research Unit of the Department of Orthopaedic Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University for assistance with statistical analysis.

References

1. de Ruiter GC, Nogarede CO, Wolfs JF, et al. Quality of life after different surgical procedures for the treatment of spinal metastases: results of a single-center prospective case series. Neurosurg Focus 2017;42:E17.
2. Miyazaki S, Kakutani K, Sakai Y, et al. Quality of life and cost-utility of surgical treatment for patients with spinal metastases: prospective cohort study. Int Orthop 2017;41:1265–71.
3. Patchell RA, Tibbs PA, Regine WF, 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.
4. Schoenfeld AJ, Losina E, Ferrone ML, et al. Ambulatory status after surgical and nonsurgical treatment for spinal metastasis. Cancer 2019;125:2631–7.
5. Versteeg AL, Sahgal A, Rhines LD, et al. Health related quality of life outcomes following surgery and/or radiation for patients with potentially unstable spinal metastases. Spine J 2021;21:492–9.
6. Tipsmark LS, Bünger CE, Wang M, et al. Healthcare costs attributable to the treatment of patients with spinal metastases: a cohort study with up to 8 years follow-up. BMC Cancer 2015;15:354.
7. Depreitere B, Turner I, Vandoren C, et al. Cost-utility analysis of surgery and radiotherapy for symptomatic spinal metastases in a belgian specialist center. World Neurosurg 2019;125:e537–43.
8. Furlan JC, Chan KK, Sandoval GA, et al. The combined use of surgery and radiotherapy to treat patients with epidural cord compression due to metastatic disease: a cost-utility analysis. Neuro Oncol 2012;14:631–40.
9. Schoenfeld AJ, Bensen GP, Blucher JA, et al. The cost-effectiveness of surgical intervention for spinal metastases: a model-based evaluation. J Bone Joint Surg Am 2021;Jul. 21. 10.2106/JBJS.21.00023. https://doi.org/10.2106/JBJS.21.00023. [Epub].
10. Turner I, Kennedy J, Morris S, et al. Surgery and radiotherapy for symptomatic spinal metastases is more cost effective than radiotherapy alone: a cost utility analysis in a U.K. Spinal Center. World Neurosurg 2018;109:e389–97.
11. Teerawattananon Y, Chaikledkaew U. Thai health technology assessment guideline development. J Med Assoc Thai 2008;91 Suppl 2:S11–5.
12. Teerawattananon Y, Tritasavit N, Suchonwanich N, et al. The use of economic evaluation for guiding the pharmaceutical reimbursement list in Thailand. Z Evid Fortbild Qual Gesundhwes 2014;108:397–404.
13. Bishop AJ, Tao R, Rebueno NC, et al. Outcomes for spine stereotactic body radiation therapy and an analysis of predictors of local recurrence. Int J Radiat Oncol Biol Phys 2015;92:1016–26.
14. Pessina F, Navarria P, Carta GA, et al. Long-term follow-up of patients with metastatic epidural spinal cord compression from solid tumors submitted for surgery followed by radiation therapy. World Neurosurg 2018;115:e681–7.
15. Riewpaiboon A. Measurement of costs for health economic evaluation. J Med Assoc Thai 2014;97 Suppl 5:S17–26.
16. Riewpaiboon A. Standard cost lists for health economic evaluation in Thailand. J Med Assoc Thai 2014;97 Suppl 5:S127–34.
17. Indices BoTaE. Report for consumer price index of Thailand year 2020 [Internet]. Bangkok (Thailand): 2020 [cited 2021 Aug 5]. Available from: http://www.indexpr.moc.go.th/price_present/TableIndexG_region.asp?table_name=cpig_index_country&province_code=5&type_code=g&check_f=i&year_base=2562&nyear=2563.
18. Briggs A, Sculpher M, Claxton K. Decision modelling for health economic evaluation Oxford: Oxford University Press; 2006.
19. Limwattananon S. Handling uncertainty of the economic evaluation result: sensitivity analysis. J Med Assoc Thai 2008;91 Suppl 2:S59–65.
20. Chen B, Xiao S, Tong X, et al. Comparison of the therapeutic efficacy of surgery with or without adjuvant radiotherapy versus radiotherapy alone for metastatic spinal cord compression: a meta-analysis. World Neurosurg 2015;83:1066–73.
21. Yang XG, Han Y, Wang F, et al. Is ambulatory status a prognostic factor of survival in patients with spinal metastases? An exploratory meta-analysis. Orthop Surg 2018;10:173–80.
22. Lee BH, Park JO, Kim HS, et al. Perioperative complication and surgical outcome in patients with spine metastases: retrospective 200-case series in a single institute. Clin Neurol Neurosurg 2014;122:80–6.
23. Pérez-Montero H, Godino O, Lozano A, et al. Long-term outcomes of spinal SBRT. Is it important to select the treatment time? Clin Transl Oncol 2022;24:276–87.
24. Zhang HR, Li JK, Yang XG, et al. Conventional radiotherapy and stereotactic radiosurgery in the management of metastatic spine disease. Technol Cancer Res Treat 2020;19:1533033820945798.
25. Ito K, Sugita S, Nakajima Y, et al. Phase 2 clinical trial of separation surgery followed by stereotactic body radiation therapy for metastatic epidural spinal cord compression. Int J Radiat Oncol Biol Phys 2022;112:106–13.
26. Sahgal A, Myrehaug SD, Siva S, et al. Stereotactic body radiotherapy versus conventional external beam radiotherapy in patients with painful spinal metastases: an open-label, multicentre, randomised, controlled, phase 2/3 trial. Lancet Oncol 2021;22:1023–33.
27. Kim E, McClelland S 3rd, Jaboin JJ, et al. Disparities in patterns of conventional versus stereotactic body radiotherapy in the treatment of spine metastasis in the United States. J Palliat Care 2021;36:130–4.

Article information Continued

Fig. 1.

Decision tree (A) and Markov model (B). A decision tree was constructed to divide patients into the 4 following groups according to the health status outcome of each treatment: ambulatory with less pain, nonambulatory with less pain, ambulatory with pain, and nonambulatory with pain. In the Markov model, patients could remain in the same health state or transition to worse health states. Sx+RT, combined surgery, and radiotherapy; RT, radiotherapy alone.

Fig. 2.

Tornado diagram. This model illustrates the result of 1-way sensitivity analysis that was performed to study the effects of altering uncertainty parameters within the 95% confidence interval ranges, including all clinical effects, costs, utilities, and the discount rate on the ICER calculated from the model. ICER, incremental cost-effectiveness ratio; Sx+RT, combined surgery and radiotherapy; RT, radiotherapy alone; USD, United States dollar; QALY, quality-adjusted life-year.

Fig. 3.

Multivariate probabilistic sensitivity analysis. The result was based on 1,000 Monte Carlo simulations. The results are shown as a cost-effectiveness plane (A), and a cost-effectiveness acceptability curve (B). Sx+RT, combined surgery and radiotherapy; RT, radiotherapy alone; USD, United States dollar; QALY, quality-adjusted life-year.

Table 1.

Input parameters used in the health economic model

Parameter Distribution Base case Range References
Probability of ambulatory/nonambulatory status before treatment
Ambulatory Beta 0.723 SD 0.204 Primary data
Nonambulatory Beta 0.160 SD 0.149 Primary data
Transition probabilities
Ambulate (less pain)
To ambulate (pain) - Sx+RT Beta 0.0055 0.005–0.006 Primary data
To nonambulatory (less pain) - Sx+RT Beta 0.0055 0.005–0.006 Primary data
To nonambulatory (pain) - Sx+RT Beta 0.0055 0.005–0.006 Primary data
To ambulate (pain) - RT Beta 0.0067 0.006–0.007 Primary data
To nonambulatory (less pain) - RT Beta 0.0067 0.006–0.007 Primary data
To nonambulatory (pain) - RT Beta 0.0067 0.006–0.007 Primary data
Nonambulatory (less pain)
To nonambulatory (pain) - Sx+RT Beta 0.0055 0.005–0.006 Primary data
To nonambulatory (pain) - RT Beta 0.0067 0.006–0.007 Primary data
Ambulate (pain)
To nonambulatory (pain) - Sx+RT Beta 0.0055 0.005–0.006 Primary data
To nonambulatory (pain) - RT Beta 0.0067 0.006–0.007 Primary data
Disease-specific mortality rate - Sx+RT Log-normal 0.41 SE 0.06 (13, 14)
Relative risk of survival in RT vs. Sx+RT Log-normal 0.60 SE 0.16 -1
Utilities
Sx+RT
Ambulatory (less pain) Beta 0.743 SD 0.130 Primary data
Nonambulatory (less pain) Beta 0.340 SD 0.051 Primary data
Ambulatory (pain) Beta 0.732 SD 0.110 Primary data
Nonambulatory (pain) Beta 0.160 SD 0.024 Primary data
RT
Ambulatory (less pain) Beta 0.743 SD 0.320 Primary data
Nonambulatory (less pain) Beta 0.340 SD 0.051 Primary data
Ambulatory (pain) Beta 0.732 SD 0.300 Primary data
Nonambulatory (pain) Beta 0.160 SD 0.024 Primary data
Costs of treatment (USD/3 months)
Total cost of ambulatory (less pain) - Sx+RT Gamma 5,346 4,811–5,881 Primary data
Total cost of nonambulatory (less pain) - Sx+RT Gamma 2,834 2,551–3,118 Primary data
Total cost of ambulatory (pain) - Sx+RT Gamma 6,822 6,140–7,504 Primary data
Total cost of nonambulatory (pain) - Sx+RT Gamma 6,221 5,599–6,843 Primary data
Total cost of ambulatory (less pain) - RT Gamma 3,778 3,400–4,156 Primary data
Total cost of nonambulatory (less pain) - RT Gamma 2,834 2,551–3,118 Primary data
Total cost of ambulatory (pain) - RT Gamma 3,699 3,329–4,069 Primary data
Total cost of nonambulatory (pain) - RT Gamma 8,695 7,825–9,564 Primary data
Chemotherapy (USD) Gamma 2,030 1,144–2,915 Primary data
Radiotherapy (USD) Gamma 1,097 963–1,232 Primary data
Surgical procedure (USD) Gamma 2,155 1,995–2,314 Primary data
Implant (USD) Gamma 1,780 1,651–1,909 Primary data
Direct nonmedication cost
Food (USD/visit) Gamma 62 55–68 (16)
Transportation (USD/visit) Gamma 167 154–181 (16)
Indirect cost–care giver (USD/visit) Gamma 112 70–154 (16)

Sx+RT, combined surgery and radiotherapy; RT, radiotherapy alone; USD, United States dollar.

Table 2.

Patient demographic and clinical characteristics compared between the combined surgery and radiotherapy (Sx+RT) group and the radiotherapy alone (RT) group

Characteristic Sx+RT (n = 12) RT alone (n = 12) p-value
Female sex 8/12 (66.7) 10/12 (83.3) 0.538
Age (yr) 58.17 ± 11.06 62.25 ± 12.39 0.404
Frankel classification 0.640
 Grades A, B and C 2 (16.7) 4 (33.3)
 Grades D and E 10 (83.3) 8 (66.7)
Spinal level of compression 0.605
 Cervical 1 (8.3) 2 (16.7)
 C, T 0 (0) 1 (8.3)
 C, TLS 1 (8.3) 1 (8.3)
 Lumbar 6 (50.0) 2 (16.7)
 Thoracic 2 (16.7) 2 (16.7)
 T, L 2 (16.7) 3 (25.0)
 TLS 0 (0) 1 (8.3)
Position of spinal tumor 0.538
 Anterior 2 (16.7) 1 (8.3)
 Anterior, posterior 1 (8.3) 0 (0)
 Anterior, lateral, posterior, anterior 5 (41.7) 8 (66.7)
 Lateral 4 (33.3) 3 (25.0)
Revised Tokuhashi score 0.587
 0–8 7 (58.3) 8 (66.7)
 9–11 4 (33.3) 4 (33.3)
 12–15 1 (8.3) 0 (0)
Tomita score 0.411
 4–5 2 (16.7) 4 (33.3)
 6–7 6 (50.0) 3 (25.0)
 8–10 4 (33.3) 5 (41.7)
Spinal instability neoplastic score > 0.999
 0–6 0 (0) 0 (0)
 7–12 9 (75.0) 10 (83.3)
 13–18 3 (25.0) 2 (16.7)
Primary tumor 0.622
 Breast 2 (16.7) 4 (33.3)
 Colon 1 (8.3) 0 (0)
 Lungs 4 (33.3) 3 (25.0)
 Prostate 2 (16.7) 1 (8.3)
 Rectum 0 (0) 1 (8.3)
 Endometrium 1 (8.3) 0 (0)
 Supraglottis cancer 0 (0) 1 (8.3)
 Non-small cell lung cancer 1 (8.3) 1 (8.3)
 Hepatocellular carcinoma 1 (8.3) 0 (0)
 Thyroid 0 (0) 1 (16.7)
Total 12 (100) 12 (100)

Values are presented as number (%) or mean±standard deviation.

Table 3.

Utility, ambulator, survival, and back pain visual analogue scale (VAS) score at different time points compared between the combined surgery and radiotherapy (Sx+RT) group and the radiotherapy alone (RT) group

Variable Sx+RT RT only p-value
Pretreatment
 Utility 0.59 ± 0.31 0.48 ± 0.34 0.402
 Ambulator 9 (75.0) 7 (58.3) 0.386
 Survival 12 (100) 12 (100)
 Back pain VAS 50.75 ± 28.22 64.17 ± 36.30 0.243
Follow-up 3 months
 Utility 0.73 ± 0.28 0.48 ± 0.29 0.018*
 Ambulator 11 (91.7) 10 (90.9) 0.949
 Survival 12 (100) 11 (91.7) 0.307
 Back pain VAS 31.67 ± 30.92 55.45 ± 20.67 0.024*
Follow-up 6 months
 Utility 0.80 ± 0.26 0.52 ± 0.28 0.011*
 Ambulator 9 (90.0) 8 (72.7) 0.314
 Survival 10 (83.3) 11 (91.7) 0.537
 Back pain VAS 30.00 ± 33.00 37.18 ± 30.45 0.612

Values are presented as mean±standard deviation or number (%).

*

p < 0.05, statistically significant differences.

Table 4.

Results of the base case analysis

Strategy Cost (USD) Effectiveness (QALYs) Incremental cost (USD) Incremental effectiveness (QALYs) ICER (USD/QALYs)
Sx+RT 59,863.14 1.54 35,336.17 0.62 57,074.01
RT 24,526.97 0.92 - - -

Sx+RT, combined surgery and radiotherapy; RT, radiotherapy alone; USD, United States dollar; QALY, quality-adjusted life-year; ICER, incremental cost-effectiveness ratio.

Table 5.

Literature review for previous studies that compared cost-utility between radiotherapy alone and combined surgery (Sx) and radiotherapy (RT) for spinal metastasis

Variable Furlan et al.8 2012 Miyazaki et al.2 2017 Turner et al.10 2018 Depreitere et al.7 2019 Schoenfeld et al.9 2021 The present study
Data collection year Jan 2001–July 2005 2010–2014 2009–2015 2011–2015 2005–2017 2018–2020
Perspective Public Public Societal Societal Health system Societal
Country Canada Japan United Kingdom Belgium United States Thailand
Patient data 101 (50 Sx, 51 RT) 47 (31 Sx, 16 RT) 100 (50 Sx, 51 RT) 46 (38 Sx, 8 RT) 713 (370 Sx, 343 RT) 24 (12 Sx, 12 RT)
Primary tumor Surgery group Surgery group -Breast 14 (14.7%) Surgery group - Surgery group
-Lung 13/50 -Lungs 8 (25.8%) -Prostate 13 (13.7%) -Breast (15.8%) -Lung (33.3%)
-Prostate 9/50 -Sarcoma 6 (19.3%) -Renal 10 (10.5%) -Gastric and lung (10.5%) -Breast and prostate (16.7%)
Radiation group Radiation group Radiation group Radiation group
-Lung 13/50 -Kidney 4 (25%) -Breast (50%) -Breast (33.3%)
-Prostate 10/50 -Sarcoma 3 (18.7%) -Lung (25%)
Cost Surgery group Surgery group Surgery group Surgery group Independent ambulatory status at presentation Surgery group
Mean overall costs: 583,809.21 USD (95% CI, 61,813.80–2,235,090.76) Total medical cost: 25,770±7,750 USD -The median community tariff: 38,802 pounds (IQR, 13,085–83,893) -The median total cost of treatment 15,462 EUR (IQR, 10,911–23,116, mean 16,989 EUR, SD 8,148 EUR) -Nonoperative treatment: 53,299 USD -Total cost: 59,859.95 USD
Radiation group Radiation group Radiation group Radiation group -Operative treatment: 73,777 USD Radiation group
Mean overall costs: 554,323.01 USD (95% CI, 59,407.05–2,211,295.22) Total medical cost: 8,615±12,273 USD -The median total tariff: 45,141 pounds (IQR, 19,423–90,231) -The mean total cost: 9,354 EUR Nonambulatory status at presentation -Total cost: 24,525.45 USD
-Nonoperative treatment: 38,330 USD
-Operative treatment: 73,481 USD
Utility assessment - 1 Year Mean follow-up: 24.8 months 24 Months 12 Months 6 Months
(SD 11.8)
Utility result
 Sx - 0.448 ± 0.451 - - - 0.80 ± 0.26
 RT - 0.019 ± 0.027 - - - 0.52 ± 0.28
QALY
 Sx 0.57 (95% CI, 0.13–2.24) 0.433 ± 0.327 Median 0.28 (IQR, 0.04–0.99) Median postoperative QALY 070 (IQR, 0.18–1.70; mean, 0.95; SD, 0.96) -Independent ambulatory status 0.823 1.54
Mean 0.64 (SD, 0.76) -Nonambulatory status 0.813
 RT 0.46 (95% CI, 0.06–3.14) 0.024 ± 0.028 Median 0.13 (IQR, 0.02–0.50) Median QALY 0.17 (IQR, 0.01–0.56; mean, 0.42; SD, 0.64) in QALY overestimation, and 0.01 (IQR, 0.01–0.35; mean, 0.26; SD, 0.36) in QALY underestimation scenario -Independent ambulatory status 0.800 0.92
Mean 0.32 (SD, 0.45) -Nonambulatory status 0.089
ICER 250,307.30 USD/QALY 42,003 USD/QALY - 13,635 EUR/QALY -Independent ambulatory status 899,700 USD US 57,071.31 USD/QALY
-Nonambulatory status 48,600 USD
Willingness-to-pay per QALY 50,000 USD 50,000 USD - 37,300 EUR 100,000–150,000 USD 5,113 USD (160,000 THB)
Exchange rates 2010 USD 2014 USD 2015–2016 financial year 2015–2016 financial year 2019 USD 2020 USD

USD, United States dollar; EUR, euro; IQR, interquartile range; QALY, quality-adjusted life-year; ICER, incremental cost-effectiveness ratio.