Evidence map›Paper›PMID 42523770›Full record

ReviewFrontiers in surgery2026

A staged adoption pathway for intraoperative imaging in brain tumor surgery: cost-effectiveness and accessibility in resource-limited neurosurgical settings.

David Zammit Dimech

Abstract readReview
In one paragraph

Review in Frontiers in surgery, 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
–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

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

1 author.

David Zammit DimechUniversity of Edinburgh, Clinical & Surgical Sciences, Edinburgh, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maximal safe resection extends progression-free and overall survival in glioma surgery, and intraoperative imaging modalities are the means by which this is operationalized. Seven such modalities are now available: 5-aminolevulinic acid (5-ALA) fluorescence, fluorescein sodium, intraoperative magnetic resonance imaging (iMRI), intraoperative ultrasound (iUS), hyperspectral imaging, Raman spectroscopy and stimulated Raman histology, and augmented reality neuronavigation. Their availability is, however, profoundly unequal across high-income and resource-limited neurosurgical settings. This mini review appraises the comparative cost-effectiveness, accessibility, and adoption barriers of these seven modalities, drawing on randomized controlled trials, systematic reviews, formal health-economic analyses, and Lancet Commission data on global neurosurgical capacity. The evidence supports three arguments. That the cost-effectiveness rank order favors 5-ALA, iUS, and fluorescein over iMRI, inverting the apparent technological hierarchy. That accessibility barriers are dominated by capital infrastructure and regulatory status rather than consumable cost. And that no published cost-effectiveness analysis has yet adopted a low- or middle-income country payer perspective. A four-tier staged adoption pathway is proposed, synthesizing the Global IDEAL Sub-Framework, the NASSS framework, WHO-INTEGRATE, and Lancet Commission on Global Surgery indicators, to guide rational adoption sequences for centers operating under capital constraint.

Indexed as

5-aminolevulinic acidbrain tumor surgerycost-effectivenessglobal neurosurgeryhealth technology assessmentintraoperative imagingstaged adoption pathway

Identifiers

PMID42523770
PMCPMC13407802

What OpenQuestion holds

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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.