Evidence map›Paper›PMID 39656067›Full record

ArticleMedical physics2025

Investigating LETd optimization strategies in carbon ion radiotherapy for pancreatic cancer: a dosimetric study using an anthropomorphic phantom.

Filipa Baltazar, Friderike K Longarino, Christina Stengl, Jakob Liermann, Stewart Mein, Jürgen Debus, Thomas Tessonnier, Andrea Mairani

Abstract read
In one paragraph

Article in Medical physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Review
  3. The Role of Molecular Imaging in Ion Beam Therapy.Recent results in cancer research. Fortschritte der Krebsforschung. Progres dans les recherches sur le cancer · 2026
    Review
  4. Article
  5. Article
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4 · The record

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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

8 authors.

Filipa BaltazarHeidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg, Germany.
Friderike K LongarinoClinical Cooperation Unit Translational Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Christina StenglMedical Faculty, Heidelberg University, Heidelberg, Germany.
Jakob LiermannHeidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg, Germany.
Stewart MeinHeidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg, Germany.
Jürgen DebusHeidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg, Germany.
Thomas TessonnierHeidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg, Germany.
Andrea MairaniHeidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundClinical carbon ion beams offer the potential to overcome hypoxia-induced radioresistance in pancreatic tumors, due to their high dose-averaged Linear Energy Transfer (LETd), as previous studies have linked a minimum LETd within the tumor to improved local control. Current clinical practices at the Heidelberg Ion-Beam Therapy Center (HIT), which use two posterior beams, do not fully exploit the LETd advantage of carbon ions, as the high LETd is primarily focused on the beams' distal edges. Different LETd-boosting strategies, such as Spot-scanning Hadron Arc (SHArc), could enhance LETd distribution by concentrating high-LETd values in potential hypoxic tumor cores while sparing organs at risk. PURPOSE: This study aims to investigate and verify different LETd-boosting strategies using an anthropomorphic pancreas phantom.

methodsVarious LETd-boosting strategies were investigated for a cylindrical and a pancreas-shaped target in an anthropomorphic pancreas phantom. Treatment plans were optimized using single field optimization (SFO) or multi field optimization (MFO), with objective functions based on either physical dose (Phys), relative biological effectiveness (RBE)-weighted dose, or a combination of RBE and LETd-based objectives (LETopt). The LETd-boosting planning strategies were optimized with the goal of increasing the minimum LETd in the tumor without compromising its homogeneous dose coverage. Beam configurations investigated included the two-beam in-house clinical standard (2-SFO

resultsAll investigated LETd-boosting strategies altered the LETd distribution while meeting optimization goals and constraints, resulting in varying degrees of LETd enhancement. For the cylindrical volume, the SHArc plan resulted in the highest LETd concentration in the tumor core, with the minimum LETd in the GTV scaling up to 91 keV/µm. For the pancreas-shaped volume, however, the 3-MFO

conclusionThis study demonstrated the feasibility of enhancing LETd in pancreatic tumors using carbon ion arc delivery coupled with LETd optimization. The possibility of delivering these plans was verified through irradiation of an anthropomorphic pancreas phantom, which showed agreement between dose measurements and predictions.

Indexed as

Heavy Ion RadiotherapyLinear Energy TransferPancreatic NeoplasmsPhantoms, ImagingHumansRadiometryRadiotherapy DosageRadiotherapy Planning, Computer-AssistedLETd‐boostingpancreatic cancerspot‐scanning hadron arc

Identifiers

PMID39656067
PMCPMC11880654

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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.