Evidence map›Paper›PMID 42031987›Full record

ArticleScientific reports2026

Start-to-end modelling of laser-plasma acceleration, beam transport and dose deposition of very high-energy electrons for radiotherapy.

Rajakrishna Kalvala, Anton Golovanov, Arnaud Courvoisier, Tomer Friling, Eyal Kroupp, Lidan Grishko, Victor Malka

Abstract read
In one paragraph

Article in Scientific reports, 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.

Rajakrishna Kalvala *Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Anton Golovanov *Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 7610001, Israel. anton.golovanov@weizmann.ac.il.
Arnaud CourvoisierDepartment of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Tomer FrilingDepartment of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Eyal KrouppDepartment of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Lidan GrishkoDepartment of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Victor MalkaDepartment of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 7610001, Israel. victor.malka@weizmann.ac.il.

Funding

HORIZON EUROPE European Innovation Council ebeam4therapyIsrael Ministry of Science - Maïmonide WIS CNRS
6 · The paper itself

Abstract

The proposed radiotherapy using very high-energy electron (VHEE) beams generated by a laser-plasma accelerator has garnered significant interest due to its dose distribution capabilities and potential to address limitations of traditional photon-based radiotherapy. To explore the feasibility of such an approach, we develop a start-to-end simulation workflow to model VHEE radiotherapy from the electron source through the beamline to dose delivery in the target. The presented study uses the parameters of OONA, the commercial <1.3 J, <25 fs pulse duration laser recently installed at the Weizmann Institute of Science. Through particle-in-cell simulations of laser-plasma interaction, realistic electron beams are obtained. A beamline consisting of quadrupoles, a collimator, and dipoles is then used to collimate and filter the beams and arrange them into a beam array. Using GEANT4 simulations, we calculate the dose deposition in water phantoms and heterogeneous phantoms with bone inserts. Multifield irradiation setup and the dose distribution at the isocenter through different incidence angles are studied, simulating multi-angle conformal delivery. Our findings demonstrate that polychromatic VHEE beams generated from laser-plasma accelerators, when delivered through such a beamline, can achieve favorable dose distribution for reaching areas deep inside the phantom. This study highlights the potential of the developed start-to-end workflow for exploring and optimizing LPA-generated VHEE radiotherapy, paving the way for further research and potential clinical implementation.

Indexed as

ElectronsLasersRadiotherapy, High-EnergyComputer SimulationHumansModels, TheoreticalParticle AcceleratorsPhantoms, ImagingRadiotherapy DosageRadiotherapy Planning, Computer-AssistedGEANT4Laser-plasma accelerationParticle-in-cellVHEE radiotherapy

Identifiers

PMID42031987
PMCPMC13272953

What OpenQuestion holds

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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.