Evidence map›Paper›PMID 37749979›Full record

ArticleCancer medicine2023

Determining patients with spinal metastases suitable for surgical intervention: A cost-effective analysis.

Hsiang-Chieh Hsieh, Hung-Kuan Yen, Ting-En Tseng, Yu-Ting Pan, Min-Tsun Liao, Shau-Huai Fu, Mao-Hsu Yen, Fu-Shan Jaw, Wei-Hsin Lin, Ming-Hsiao Hu and 3 more

Open access · goldAbstract read
In one paragraph

Article in Cancer medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
2.5field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 8 citations in OpenAlex.

  1. Radiomics in spinal research: a narrative review.Frontiers in bioengineering and biotechnology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 5 institutions in 3 countries.

Hsiang-Chieh HsiehInstitute of Biomedical Engineering, National Taiwan University, Taipei, Taiwan.
Hung-Kuan YenDepartment of Orthopaedic Surgery, National Taiwan University Hospital, Taipei, Taiwan.ORCID 0000-0003-4381-2220
Ting-En TsengDepartment of Orthopaedic Surgery, National Taiwan University Hospital, Taipei, Taiwan.
Yu-Ting PanDepartment of Medical Education, National Taiwan University Hospital, Taipei, Taiwan.
Min-Tsun LiaoDivision of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Hsinchu, Taiwan.
Shau-Huai FuDepartment of Orthopaedic Surgery, National Taiwan University Hospital, Douliu, Taiwan.
Mao-Hsu YenDepartment of Computer Science and Engineering, National Taiwan Ocean University, Keelung, Taiwan.
Fu-Shan JawInstitute of Biomedical Engineering, National Taiwan University, Taipei, Taiwan.
Wei-Hsin LinDepartment of Orthopaedic Surgery, National Taiwan University Hospital, Taipei, Taiwan.ORCID 0000-0001-6291-392X
Ming-Hsiao HuDepartment of Orthopaedic Surgery, National Taiwan University Hospital, Taipei, Taiwan.ORCID 0000-0001-8920-2052
Shu-Hua YangDepartment of Orthopaedic Surgery, National Taiwan University Hospital, Taipei, Taiwan.
Olivier Q GrootDepartment of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Andrew J SchoenfeldDepartment of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
National Taiwan University Hospital · TWNational Taiwan University · TWBrigham and Women's Hospital · USHarvard University · USNational Taiwan Ocean University · TW

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBoth nonoperative and operative treatments for spinal metastasis are expensive interventions. Patients' expected 3-month survival is believed to be a key factor to determine the most suitable treatment. However, to the best of our knowledge, no previous study lends support to the hypothesis. We sought to determine the cost-effectiveness of operative and nonoperative interventions, stratified by patients' predicted probability of 3-month survival.

methodsA Markov model with four defined health states was used to estimate the quality-adjusted life years (QALYs) and costs for operative intervention with postoperative radiotherapy and radiotherapy alone (palliative low-dose external beam radiotherapy) of spine metastases. Transition probabilities for the model, including the risks of mortality and functional deterioration, were obtained from secondary and our institutional data. Willingness to pay thresholds were prespecified at $100,000 and $150,000. The analyses were censored after 5-year simulation from a health system perspective and discounted outcomes at 3% per year. Sensitivity analyses were conducted to test the robustness of the study design.

resultsThe incremental cost-effectiveness ratios were $140,907 per QALY for patients with a 3-month survival probability >50%, $3,178,510 per QALY for patients with a 3-month survival probability <50%, and $168,385 per QALY for patients with independent ambulatory and 3-month survival probability >50%.

conclusionsThis study emphasizes the need to choose patients carefully and estimate preoperative survival for those with spinal metastases. In addition to reaffirming previous research regarding the influence of ambulatory status on cost-effectiveness, our study goes a step further by highlighting that operative intervention with postoperative radiotherapy could be more cost-effective than radiotherapy alone for patients with a better survival outlook. Accurate survival prediction tools and larger future studies could offer more detailed insights for clinical decisions.

Indexed as

Spinal NeoplasmsCost-Benefit AnalysisCost-Effectiveness AnalysisHumansProbabilitycost-effective analysisneoplasm metastasisradiation oncologyspinesurgical oncology

Identifiers

PMID37749979
PMCPMC10587930
OpenAlexW4387033482

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.