Evidence map›Paper›PMID 41798637›Full record

ArticleJournal of Taibah University Medical Sciences2026

Detection of margin positivity in breast cancer using fluorescence and diffuse reflectance imaging.

Ankan Basu, Vijayendra Kedage, Subhash Narayanan, Phebe George, Rinoy Suvarnadas, Ajay Raveendranadh, Stanley Mathew

Abstract read
In one paragraph

Article in Journal of Taibah University Medical Sciences, 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

7 authors.

Ankan BasuDepartment of Surgery, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India.
Vijayendra KedageDepartment of Surgery, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India.
Subhash NarayananSascan Meditech Pvt Ltd, TIMed, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India.
Phebe GeorgeSascan Meditech Pvt Ltd, TIMed, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India.
Rinoy SuvarnadasSascan Meditech Pvt Ltd, TIMed, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India.
Ajay RaveendranadhDepartment of Surgery, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India.
Stanley MathewDepartment of Surgery, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate intraoperative assessment of surgical margins during breast-conserving surgery remains challenging due to tissue heterogeneity and the presence of small, scattered malignant foci. This prospective study evaluated the effectiveness of a multimodal imaging approach combining fluorescence imaging and diffuse reflectance spectroscopy (DRS) for detecting tumour involvement at surgical margins. Sixty female patients with a preoperative diagnosis of breast carcinoma were included. Immediately after surgical excision, multispectral images of resected specimens were acquired using a handheld imaging device. Measurements were obtained at wavelengths of 375 nm, 545 nm, 575 nm, and 610 nm and analyzed using proprietary software. Spectral readings from histologically confirmed malignant tissues were compared with those from histologically verified normal margins and benign lesions. A total of 510 multispectral images were obtained from 356 tissue locations, including 111 malignant lesions, 327 normal margins, and 72 benign lesions. The system demonstrated limited ability to differentiate benign from normal tissue (sensitivity 30.63%, specificity 63.96%). However, when distinguishing malignant from normal tissue at histologically confirmed margins (basal, inferior, lateral, medial, and superior), sensitivity ranged from 70.37% to 74.51%, while specificity ranged from 90.74% to 98%. Multimodal imaging using fluorescence and DRS demonstrates high specificity for detecting malignant tissue at surgical margins and shows promise as a practical, label-free intraoperative adjunct for margin assessment during breast-conserving surgery.

Indexed as

Breast conservation surgeryDiffuse reflectance imagingFluorescenceTumor margins

Identifiers

PMID41798637
PMCPMC12961314

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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.