Evidence map›Paper›PMID 41140524›Full record

ReviewNorth American Spine Society journal2025

A systematic review on frailty indices utilized in oncologic surgery and radiotherapy for metastatic spine disease: A critical appraisal of components and performance.

Ali Haider Bangash, Rose Fluss, Sertac Kirnaz, Jason D Nosrati, Byung-Han Rhieu, Justin Tang, Madhur K Garg, Saikiran G Murthy, Yaroslav Gelfand, Reza Yassari and 1 more

Abstract readReview
In one paragraph

Review in North American Spine Society journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

11 authors.

Ali Haider BangashSpine Tumor Mechanics and Outcomes Research (TUMOR) Lab, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Rose FlussSpine Tumor Mechanics and Outcomes Research (TUMOR) Lab, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Sertac KirnazSpine Tumor Mechanics and Outcomes Research (TUMOR) Lab, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Jason D NosratiDepartment of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Byung-Han RhieuDepartment of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Justin TangDepartment of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Madhur K GargDepartment of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Saikiran G MurthySpine Tumor Mechanics and Outcomes Research (TUMOR) Lab, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Yaroslav GelfandSpine Tumor Mechanics and Outcomes Research (TUMOR) Lab, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Reza YassariSpine Tumor Mechanics and Outcomes Research (TUMOR) Lab, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.
Rafael De la Garza RamosSpine Tumor Mechanics and Outcomes Research (TUMOR) Lab, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY 10467, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Frailty assessment is becoming increasingly important for risk stratification in metastatic spine disease (MSD) management. However, the optimal frailty assessment tool for this population remains undefined. The aim of this systematic review was to critically evaluate frailty indices utilized in surgical and radiotherapeutic management of MSD by appraising their components and predictive performance. Methods: We systematically searched PubMed, Cochrane, and Epistemonikos from inception until November 13, 2024 for studies exploring frailty indices in MSD management. Methodological quality assessment was undertaken using the Methodological index for nonrandomized studies (MINORS) and Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tools. We evaluated indices for comprehensiveness by assessing if they included measures across 8 dimensions (comorbidity burden, mobility, cognition, mood, social vulnerability, nutrition, energy, and function). We also assessed their predictive utility for mortality and complications. Results: Out of a total of 42 studies, 15 studies reporting on 61,663 patients (Mean age: 63 years; 44% female) met the inclusion criteria. All studies were of moderate quality based on MINORS analysis. Six frailty indices were identified, with all including comorbidities while none incorporating energy measures. The Hospital Frailty Risk Score was the most comprehensive (75% of frailty spectrum). Predictive performance varied considerably across studies, with inconsistent associations with complications and mortality after both: surgical and radiotherapeutic interventions. Conclusions: Contemporary frailty indices showed substantial heterogeneity in both composition and predictive performance for MSD outcomes. The inconsistent performance and incomplete capture of frailty dimensions underscored the need for developing a novel frailty index that incorporates oncologic factors and balances comprehensive evaluation with clinical feasibility to help guide treatment decisions between surgery and radiotherapy for patients with MSD.

Indexed as

FrailtyFrailty indexMetastatic spinal tumor frailty indexMetastatic spine diseaseRadiotherapySurgery

Identifiers

PMID41140524
PMCPMC12547925

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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.