Evidence map›Paper›PMID 42346813›Full record

SynthesisMedical sciences (Basel, Switzerland)2026

Endotype-Guided Imaging in Chronic Rhinosinusitis: HRCT/CBCT and MRI Metrics, Structured Reporting, and Radiomics-A Systematic Review.

Daniela Messineo, Pasquale Frisina, Elona Begvarfaj, Valeria Panebianco

Abstract readSystematic Review
In one paragraph

Synthesis in Medical sciences (Basel, Switzerland), 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

4 authors.

Daniela MessineoDepartment of Radiological, Oncological and Anatomical Pathology Sciences, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0000-0003-3059-4439
Pasquale FrisinaDepartment of Radiological, Oncological and Anatomical Pathology Sciences, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0009-0007-4448-2258
Elona BegvarfajDepartment of Sense Organs, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0000-0002-6960-2822
Valeria PanebiancoDepartment of Radiological, Oncological and Anatomical Pathology Sciences, Sapienza University of Rome, 00185 Rome, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic rhinosinusitis (CRS) is a heterogeneous inflammatory disease of the paranasal sinuses. Imaging, particularly high-resolution computed tomography (HRCT), cone-beam computed tomography (CBCT) in selected scenarios, and magnetic resonance imaging (MRI), supports diagnosis, treatment planning, and follow-up by combining anatomic mapping, disease extent, remodeling, and complication assessment. This systematic review synthesizes evidence on endotype-aware imaging in CRS and proposes a structured reporting model grounded in quantitative, management-oriented criteria.

methodsFollowing PRISMA 2020, the review protocol was registered in PROSPERO 2026 (CRD420261356154); we searched MEDLINE, Scopus, Embase, and Cochrane (January 2000-September 2025). Ninety-six studies were included in qualitative synthesis; 38 studies reported quantitative outcomes summarized descriptively. We evaluated HRCT/CBCT/MRI protocols, radiologic indices (Lund-Mackay, GOSS), diagnostic performance in relevant clinical domains, imaging-endotype correlations, and radiomics/artificial intelligence (AI) applications. KEY

resultsHRCT served as the reference modality for anatomic assessment and preoperative planning in most cohorts; CBCT was selectively used for bony evaluation with lower radiation exposure than conventional CT, albeit without reliable soft-tissue characterization. MRI was mainly applied for soft-tissue characterization, unilateral disease, and suspected complications. Radiomics/AI studies reported areas under the receiver operating characteristic curve (AUC) ranging from 0.79 to 0.93 for distinguishing type 2-high from non-type 2-high CRS, with external validation reported in a minority of studies.

conclusionsEndotype-aware imaging can support more precise, quantitative CRS management when interpreted together with clinical, endoscopic, and biomarker data. Structured reporting and radiomics may contribute to standardization, but require prospective validation and transparent reporting to enable clinical translation within multidisciplinary care pathways aligned with international guidance.

Indexed as

Cone-Beam Computed TomographyMagnetic Resonance ImagingRhinosinusitisSinusitisChronic DiseaseHumansRadiomicsTomography, X-Ray Computedbone erosioncone-beam computed tomographyendotypefunctional endoscopic sinus surgeryhigh-resolution computed tomographyintracranial complicationsmagnetic resonance imagingorbital complicationsosteitisradiomicsstructured reportingtype two inflammation

Identifiers

PMID42346813
PMCPMC13303297

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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.