Evidence map›Paper›PMID 42321996›Full record

ArticleAnalytical chemistry2026

Beyond Color: Hybrid Vibrational-Electronic Broadband Coherent Anti-Stokes Raman Scattering for Molecularly Informed Digital Pathology.

Paul Ebersbach, Jayakrupakar Nallala, Neil Shepherd, Nick Stone, Julian Moger

Abstract read
In one paragraph

Article in Analytical chemistry, 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

5 authors.

Paul EbersbachDepartment of Physics and Astronomy, University of Exeter, Exeter EX4 4QL, U.K.
Jayakrupakar NallalaDepartment of Physics and Astronomy, University of Exeter, Exeter EX4 4QL, U.K.
Neil ShepherdGloucestershire Cellular Pathology Laboratory, Cheltenham General Hospital, Cheltenham GL53 7AN, U.K.
Nick StoneDepartment of Physics and Astronomy, University of Exeter, Exeter EX4 4QL, U.K.ORCID 0000-0001-5603-3731
Julian MogerDepartment of Physics and Astronomy, University of Exeter, Exeter EX4 4QL, U.K.ORCID 0000-0001-6208-7840

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We demonstrate that broadband coherent anti-Stokes Raman scattering (BCARS) on hematoxylin and eosin (H&E)-stained tissue generates a hybrid vibrational-electronic spectroscopic contrast arising from coupled Raman-active vibrations and chromatin-hematoxylin electronic resonances. This hybrid response, inaccessible to conventional spontaneous Raman or infrared microscopy due to fluorescence and substrate interference, transforms routine histology slides into sources of quantitative molecular information. The resulting spectra encode both Raman-active vibrations and resonance-modulated four-wave-mixing contributions arising from hemalum-chromatin interactions, thereby linking histological color contrast to quantitative, machine-readable spectral features. In breast tissue microarrays, we show (i) pixel-wise wavenumber-shift mapping that resolves subnuclear domains and highlights necrosis-associated nuclear shrinkage; (ii) phase-retrieved Raman-like spectra that separate hemalum-associated resonant features from nonpigmented contributions attributable to processing reagents; and (iii) nucleus-level discrimination of ductal carcinoma in situ (DCIS), invasive ductal carcinoma (IDC), and invasive lobular carcinoma (ILC) using a PCA-LDA workflow. This study is a feasibility demonstration rather than a clinical validation, but establishes electronically enhanced BCARS on routine H&E slides as a route to unlock archival repositories for molecular phenotyping and AI-enabled histopathology.

Indexed as

Breast NeoplasmsSpectrum Analysis, RamanColorFemaleHematoxylinHumansVibrationHematoxylin

Identifiers

PMID42321996
PMCPMC13325440

What OpenQuestion holds

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LicenceCC BY
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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.