Evidence map›Paper›PMID 40348865›Full record

ArticleScientific reports2025

Photoacoustic imaging for monitoring radiotherapy treatment response in head and neck tumors.

Niklas Holzwarth, Zoe Rachel, Jan-Hinrich Nölke, Melanie Schellenberg, Lukas Bauer, Nicholas Schreck, Christoph J Bender, Kris K Dreher, Sebastian Regnery, Katharina Weusthof and 7 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Early Radiation Therapy Response Assessment Using Multi-Scale Photoacoustic Imaging.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  4. Review
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

17 authors.

Niklas Holzwarth *Division of Intelligent Medical Systems (IMSY), German Cancer Research Center (DKFZ), Heidelberg, Germany. n.holzwarth@dkfz.de.
Zoe Rachel *Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.
Jan-Hinrich NölkeDivision of Intelligent Medical Systems (IMSY), German Cancer Research Center (DKFZ), Heidelberg, Germany.
Melanie SchellenbergDivision of Intelligent Medical Systems (IMSY), German Cancer Research Center (DKFZ), Heidelberg, Germany.
Lukas BauerDepartment of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.
Nicholas SchreckBiostatistics Division, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Christoph J BenderDivision of Intelligent Medical Systems (IMSY), German Cancer Research Center (DKFZ), Heidelberg, Germany.
Kris K DreherDivision of Intelligent Medical Systems (IMSY), German Cancer Research Center (DKFZ), Heidelberg, Germany.
Sebastian RegneryDepartment of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.
Katharina WeusthofDepartment of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.
Manuel WiesenfarthBiostatistics Division, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Annette Kopp-SchneiderBiostatistics Division, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Jürgen DebusDepartment of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.
Alexander SeitelDivision of Intelligent Medical Systems (IMSY), German Cancer Research Center (DKFZ), Heidelberg, Germany.
Sebastian AdebergDepartment of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.
Lena Maier-HeinDivision of Intelligent Medical Systems (IMSY), German Cancer Research Center (DKFZ), Heidelberg, Germany. l.maier-hein@dkfz.de.
Thomas HeldDepartment of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany. thomas.held@med.uni-heidelberg.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Head and neck (HN) tumors are responsible for approximately 4% of annual new cancer cases worldwide. Besides surgery, radiochemotherapy, particularly fractionated radiotherapy (RT), is the gold-standard treatment modality for these cancers. However, there is currently no reliable early measure of success available to further personalize treatment plans. This work aims to address this critical bottleneck by pioneering the use of photoacoustic imaging (PAI) to measure treatment response in HN cancer patients undergoing RT. PAI leverages the photoacoustic effect in order to non-invasively recover functional tissue properties in depths of up to several centimeters. We hypothesized that oxygen saturation ([Formula: see text]), hemoglobin concentration, and water content, as measured by PAI, would non-invasively reflect expected RT treatment effects, namely reoxygenation of lymph nodes (hypothesis H1), inflammation of surrounding organs (H2) and xerostomia (H3). Our study with n = 30 human subjects showed notable changes in [Formula: see text], hemoglobin concentration, and water levels in HN tumor patients resulting from disease treatment. Our data confirmed hypotheses H2 and H3, while an observed decrease in [Formula: see text] over the treatment course contradicted our prior assumptions (H1). A comprehensive analysis based on device and tissue digital twins, however, revealed that low blood volume fraction as encountered in malignant nodes, can lead to particularly high [Formula: see text] prediction errors, indicating that the measured [Formula: see text] values cannot be trusted within these regions. We conclude that our study is the first to show that PAI is capable of measuring early molecular changes induced by RT in human tissue non-invasively. Further studies are now needed to convert the potential of the new imaging technique into patient benefit.

Indexed as

Head and Neck NeoplasmsPhotoacoustic TechniquesAdultAgedFemaleHemoglobinsHumansMaleMiddle AgedTreatment OutcomeHemoglobinsHead and neck cancerIn vivoPhotoacoustic imagingRadiotherapyXerostomia

Identifiers

PMID40348865
PMCPMC12065922

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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.