Evidence map›Paper›PMID 36593414›Full record

ArticleNature biotechnology2023

Real-time, volumetric imaging of radiation dose delivery deep into the liver during cancer treatment.

Wei Zhang, Ibrahim Oraiqat, Dale Litzenberg, Kai-Wei Chang, Scott Hadley, Noora Ba Sunbul, Martha M Matuszak, Christopher J Tichacek, Eduardo G Moros, Paul L Carson and 3 more

Abstract read
In one paragraph

Article in Nature biotechnology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 1 pooled it
–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

26 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Imaging the hallmarks of cancer.Nature reviews. Cancer · 2026
    Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Ionizing radiation acoustic beam localization: one step towards "proton surgery".medRxiv : the preprint server for health sciences · 2026
    Article
  8. Article
  9. Review
  10. Review
  11. Article
  12. Article
  13. Review
  14. Real-Time Dose-Guided Radiation Therapy.International journal of radiation oncology, biology, physics · 2025
    Review
  15. Article
  16. A novel SGRT system for real-time optical surface tracking or guidance.Journal of applied clinical medical physics · 2025
    Article
  17. Article
  18. Article
  19. Article
  20. 4DPhysics in medicine and biology · 2024
    Article
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

13 authors.

Wei Zhang *Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.ORCID http://orcid.org/0000-0002-2539-8321
Ibrahim Oraiqat *Department of Machine Learning, Moffitt Cancer Center, Tampa, FL, USA.
Dale Litzenberg *Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA.
Kai-Wei ChangDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.ORCID http://orcid.org/0000-0003-4432-2346
Scott HadleyDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA.
Noora Ba SunbulDepartment of Nuclear Engineering, University of Michigan, Ann Arbor, MI, USA.
Martha M MatuszakDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA.
Christopher J TichacekDepartment of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
Eduardo G MorosDepartment of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.ORCID http://orcid.org/0000-0003-1964-2460
Paul L CarsonDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.ORCID http://orcid.org/0000-0003-3543-7424
Kyle C CuneoDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA. kcuneo@med.umich.edu.ORCID http://orcid.org/0000-0002-8264-6483
Xueding WangDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA. xdwang@umich.edu.ORCID http://orcid.org/0000-0002-2974-6258
Issam El NaqaDepartment of Machine Learning, Moffitt Cancer Center, Tampa, FL, USA. issam.elnaqa@moffitt.org.ORCID http://orcid.org/0000-0001-6023-1132

Funding

XenograftP30CA046592 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Alexey I Nesvizhskii · 1988 to 2026
$178.2M
Michigan Institute for Clinical and Health Research (MICHR)UL1TR002240 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LUMENG, JULIE C, MASHOUR, GEORGE ALEXANDER · 2017 to 2022
$54.9M
Michigan Institute for Clinical and Health Research (MICHR)UM1TR004404 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Julie C Lumeng · 2023 to 2026
$39.8M
Combined radiation acoustics and ultrasound imaging for real-time guidance in radiotherapyR37CA222215 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI EL NAQA, ISSAM M. · 2018 to 2024
$3.5M
NCATS NIH HHS UL1 TR002240NCATS NIH HHS UM1 TR004404NCI NIH HHS P30 CA046592NCI NIH HHS R37 CA222215
6 · The paper itself

Abstract

Ionizing radiation acoustic imaging (iRAI) allows online monitoring of radiation's interactions with tissues during radiation therapy, providing real-time, adaptive feedback for cancer treatments. We describe an iRAI volumetric imaging system that enables mapping of the three-dimensional (3D) radiation dose distribution in a complex clinical radiotherapy treatment. The method relies on a two-dimensional matrix array transducer and a matching multi-channel preamplifier board. The feasibility of imaging temporal 3D dose accumulation was first validated in a tissue-mimicking phantom. Next, semiquantitative iRAI relative dose measurements were verified in vivo in a rabbit model. Finally, real-time visualization of the 3D radiation dose delivered to a patient with liver metastases was accomplished with a clinical linear accelerator. These studies demonstrate the potential of iRAI to monitor and quantify the 3D radiation dose deposition during treatment, potentially improving radiotherapy treatment efficacy using real-time adaptive treatment.

Indexed as

NeoplasmsRadiotherapy Planning, Computer-AssistedAnimalsDiagnostic ImagingLiverRabbitsRadiation Dosage

Identifiers

PMID36593414
PMCPMC10314963

What OpenQuestion holds

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Registered trials

None linked

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.