Evidence map›Paper›PMID 42428947›Full record

ArticleJournal of biomedical optics2026

Hyperspectral imaging system for multiplexed cancer marker detection: design and clinical evaluation.

Oren Ben-Ami, Shmoolik Mangan, Tal Keidar Haran, Raz Ben-Uri, Efrat Ofek, Yuval Garini, Leeat Keren, Iris Barshack, Boaz Brill

Abstract read
In one paragraph

Article in Journal of biomedical optics, 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

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

9 authors.

Oren Ben-AmiPentaomix Ltd., Rehovot, Israel.ORCID https://orcid.org/0009-0003-3812-931X
Shmoolik ManganPentaomix Ltd., Rehovot, Israel.
Tal Keidar HaranWeizmann Institute of Science, Department of Molecular Cell Biology, Rehovot, Israel.
Raz Ben-UriWeizmann Institute of Science, Department of Molecular Cell Biology, Rehovot, Israel.
Efrat OfekChaim Sheba Medical Center, Department of Pathology, Ramat Gan, Israel.
Yuval GariniPentaomix Ltd., Rehovot, Israel.ORCID https://orcid.org/0000-0002-8783-2015
Leeat KerenWeizmann Institute of Science, Department of Molecular Cell Biology, Rehovot, Israel.ORCID https://orcid.org/0000-0002-6799-6303
Iris BarshackChaim Sheba Medical Center, Department of Pathology, Ramat Gan, Israel.
Boaz BrillPentaomix Ltd., Rehovot, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: Multiplexed biomarker assessment is increasingly required in oncologic diagnostics, yet tissue depletion from sequential immunohistochemistry (IHC) and molecular testing limits routine pathology. Many multiplex immunofluorescence platforms rely on iterative staining or complex instrumentation, restricting scalability and clinical adoption. Aim: The aim is to develop and clinically evaluate a hyperspectral multiplexed fluorescence imaging platform for simultaneous detection of multiple diagnostic biomarkers on a single formalin-fixed paraffin-embedded (FFPE) tissue section potentially compatible with routine workflows. Approach: A Fourier transform hyperspectral system incorporating a monolithic Sagnac interferometer was engineered for single-shot, full-spectrum acquisition without filter switching or iterative staining. A seven-biomarker lung cancer panel was applied in a single staining and imaging workflow, and custom spectral reconstruction and unmixing generated spatially resolved biomarker maps. Clinical performance was assessed retrospectively through blinded comparison with single-plex chromogenic IHC. Results: The system achieved submicron spatial resolution with minimal spectral cross-talk, enabling robust seven-channel imaging. Single-section analysis showed complete diagnostic concordance with reference IHC across the evaluated cohort of non-small cell lung cancer and other thoracic specimens and revealed biomarker co-localization, including tumor-associated PD-L1. Conclusions: This platform enables high-content diagnostic profiling from a single FFPE tissue section while conserving tissue and preserving spatial information, supporting further evaluation of its potential integration into routine clinical pathology workflows.

Indexed as

Biomarkers, TumorHyperspectral ImagingLung NeoplasmsCarcinoma, Non-Small-Cell LungEquipment DesignFourier AnalysisHumansImage Processing, Computer-AssistedImmunohistochemistryParaffin EmbeddingBiomarkers, Tumordiagnostic pathologyhyperspectral imagingimmunohistochemistrymultiplex immunofluorescencenon-small cell lung cancerSagnac interferometerspectral unmixing

Identifiers

PMID42428947
PMCPMC13349328

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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.