Evidence map›Paper›PMID 41413362›Full record

ArticleCommunications medicine2025

Hyperspectral imaging as an objective diagnostic tool for secondary lymphedema in breast cancer patients.

Martin Weiss, Ovidiu Jurjuț, Astrid Ehrhardt, Anaclara Herholz, Anna Seller, Adrien Daigeler, Markus Hahn, Mario Marx, Lukas Schimunek, Wiebke Eisler

Abstract read
In one paragraph

Article in Communications medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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

10 authors.

Martin WeissDepartment of Women's Health, Eberhard Karls University of Tübingen, Tübingen, Germany. martin.weiss@med.uni-tuebingen.de.ORCID http://orcid.org/0000-0001-8511-8339
Ovidiu JurjuțDepartment of Women's Health, Eberhard Karls University of Tübingen, Tübingen, Germany.ORCID http://orcid.org/0009-0000-6169-9458
Astrid EhrhardtClinic for Plastic, Reconstructive and Breast Surgery, Elblandklinikum Radebeul, Radebeul, Germany.
Anaclara HerholzDepartment of Hand, Plastic, Reconstructive and Burn Surgery, BG Unfallklinik Tübingen, Eberhard Karls University of Tübingen, Tübingen, Germany.
Anna SellerDepartment of Women's Health, Eberhard Karls University of Tübingen, Tübingen, Germany.
Adrien DaigelerDepartment of Hand, Plastic, Reconstructive and Burn Surgery, BG Unfallklinik Tübingen, Eberhard Karls University of Tübingen, Tübingen, Germany.
Markus HahnDepartment of Women's Health, Eberhard Karls University of Tübingen, Tübingen, Germany.
Mario MarxClinic for Plastic, Reconstructive and Breast Surgery, Elblandklinikum Radebeul, Radebeul, Germany.
Lukas SchimunekDepartment of Women's Health, Eberhard Karls University of Tübingen, Tübingen, Germany.
Wiebke EislerDepartment of Hand, Plastic, Reconstructive and Burn Surgery, BG Unfallklinik Tübingen, Eberhard Karls University of Tübingen, Tübingen, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSecondary lymphedema is a common complication after breast cancer treatment. Traditional diagnostic techniques often lack objectivity, are prone to operator bias, and show limited reproducibility. There is a need for diagnostic methods that are reliable, noninvasive, and suitable for monitoring disease progression. This study (German Clinical Trials Register, DRKS-ID: DRKS00027366) aimed to evaluate hyperspectral imaging as a tool for detecting and classifying secondary lymphedema.

methodsWe conducted a prospective multicenter study including 58 women with unilateral secondary lymphedema. Lymphedema severity was categorized according to the International Society of Lymphology. Each participant underwent conventional assessments, including limb circumference measurements, two-point discrimination tests, joint mobility evaluation, and ultrasound imaging of skin and subcutaneous tissue, plus gave patient-reported outcomes. Hyperspectral images were collected using the TIVITA Tissue system, which captures light reflectance from 500 to 1000 nanometers. From these data, the lipid-to-water ratio and the TIVITA tissue water index were calculated to evaluate tissue changes related to lymphedema.

resultsHere, we show that conventional methods correlate moderately with lymphedema stage, with ultrasound measurements of skin and subcutaneous thickness showing the strongest associations. Hyperspectral imaging shows strong correlations, with interlimb differences in lipid-to-water ratio and tissue water index outperforming conventional methods. These measurements highlight clear fluid accumulation in the affected limbs.

conclusionsHyperspectral imaging provides reproducible, objective, and noninvasive assessment of secondary lymphedema. These findings support its potential as a diagnostic and monitoring tool to improve staging and treatment evaluation.

Identifiers

PMID41413362
PMCPMC12823606

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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.