Evidence map›Paper›PMID 42251449›Full record

SynthesisJournal of orthopaedic surgery and research2026

Predictive value of frailty indices for postoperative outcomes of metastatic spine tumor: a systematic review and meta-analysis.

Hai-Bo Xie, Ling-Shan Fan, Qi Zhang, Xiao-Yu Zhang, Si Wu, Xiao-Qing Zhang, Kang-Jian Li, Ai-Feng Liu

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Journal of orthopaedic surgery and research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Hai-Bo Xie *Department of Orthopedics, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No.88 Changling Road, Xiqing District, Tianjin, 300381, China.
Ling-Shan Fan *Department of Orthopedics, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No.88 Changling Road, Xiqing District, Tianjin, 300381, China.
Qi ZhangInstitute of Orthopedics and Trauma, Tianjin University of Traditional Chinese Medicine, 292 Liuzhou East Road, Binhai New Area, Tianjin, 300450, China.
Xiao-Yu ZhangDepartment of Orthopedics, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No.88 Changling Road, Xiqing District, Tianjin, 300381, China.
Si WuDepartment of Orthopedics, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No.88 Changling Road, Xiqing District, Tianjin, 300381, China.
Xiao-Qing ZhangDepartment of Orthopedics, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No.88 Changling Road, Xiqing District, Tianjin, 300381, China.
Kang-Jian LiInstitute of Orthopedics and Trauma, Tianjin University of Traditional Chinese Medicine, 292 Liuzhou East Road, Binhai New Area, Tianjin, 300450, China.
Ai-Feng LiuDepartment of Orthopedics, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, No.88 Changling Road, Xiqing District, Tianjin, 300381, China. draifeng@163.com.

Funding

Foundation of Institute of Orthopedics and Trauma at Tianjin University of Traditional Chinese Medicine 2024GSQ04
6 · The paper itself

Abstract

Surgical management of spinal metastases aims to palliate symptoms but poses significant perioperative risks. Traditional tools like survival scores and comorbidity indices inadequately capture the multidimensional frailty in cancer patients, prompting interest in frailty indices for risk stratification. This meta-analysis evaluates the predictive value of frailty indices for postoperative outcomes in spinal metastasis surgery. Adhering to PRISMA guidelines, PubMed, Embase, Cochrane Library, and other databases were systematically searched until May 2025. Observational clinical studies reporting frailty indices and postoperative outcomes (complications, LOS, nonroutine discharge, and survival rate) in spinal metastasis surgery were included. Study quality was assessed via Newcastle-Ottawa Scale. Pooled odds ratios (ORs) were calculated using fixed-effect model. A total of 12 studies involving 17,446 patients were included. The predictive value of several frailty indices, such as the 5-item/ 11-item modified frailty index (mFI-5/mFI-11), Metastatic Spinal Tumor Frailty Index (MSTFI), and Johns Hopkins Adjusted Clinical Groups (JHACG), were assessed. Some of the frailty indices predicted adverse outcomes: prolonged LOS (mFI-5 OR = 1.67, p = 0.014; JHACG OR = 2.65, p < 0.001), nonroutine discharge (MSTFI OR = 1.59, JHACG OR = 1.79; all p < 0.001), and complications (mFI-11 OR = 2.94, p = 0.003; MSTFI OR = 1.42, p < 0.001; JHACG OR = 1.54, p < 0.001). Survival prediction was inconsistent; only MSTFI correlated with 30-day mortality in one study (p < 0.05). Synthesized evidence from observational studies suggests that frailty indices were potential prognostic factors to predict post-operative morbidity, LOS, and discharge complexity. However, survival prognostication remains limited by tumor biology variability and methodological heterogeneity. Future efforts should integrate frailty assessments with tumor-specific factors to enhance prognostic precision and guide personalized perioperative optimization.

Indexed as

FrailtyPostoperative ComplicationsSpinal NeoplasmsHumansPredictive Value of TestsTreatment OutcomeEvidence-basedFrailty indexPrediction valueSpinal metastasis

Identifiers

PMID42251449
PMCPMC13465162

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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.