Evidence map›Paper›PMID 40303353›Full record

ArticleFrontiers in thermal engineering2025

Magnetic particle imaging resolution needed for magnetic hyperthermia treatment planning: a sensitivity analysis.

Shreeniket Pawar, Nageshwar Arepally, Hayden Carlton, Joshua Vanname, Robert Ivkov, Anilchandra Attaluri

Abstract read
In one paragraph

Article in Frontiers in thermal engineering, 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. Verification and validation in canine cadaver of an MPI-integrable RF head coil for magnetic particle hyperthermia.International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group · 2026
    Article
  2. Design, verification and validation of a spatially confined magnetic nanoparticle thermal therapy device for conformal thermal dose contouring.International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group · 2026
    Article
  3. Feasibility of thermal dose painting during magnetic nanoparticle thermal therapy: a computational analysis.International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group · 2026
    Article
  4. 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

6 authors.

Shreeniket PawarDepartment of Mechanical Engineering, School of Science, Engineering, and Technology, The Pennsylvania State University Harrisburg, Harrisburg, PA, United States.
Nageshwar ArepallyDepartment of Mechanical Engineering, School of Science, Engineering, and Technology, The Pennsylvania State University Harrisburg, Harrisburg, PA, United States.
Hayden CarltonDepartment of Radiation Oncology and Molecular Radiation Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Joshua VannameDepartment of Mechanical Engineering, School of Science, Engineering, and Technology, The Pennsylvania State University Harrisburg, Harrisburg, PA, United States.
Robert IvkovDepartment of Radiation Oncology and Molecular Radiation Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Anilchandra AttaluriDepartment of Mechanical Engineering, School of Science, Engineering, and Technology, The Pennsylvania State University Harrisburg, Harrisburg, PA, United States.

Funding

Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI WILLIAM George NELSON · 1985 to 2026
$208.6M
Translational Application of Magnetic Hyperthermia Therapy with Adjuvant Therapies for GlioblastomaR01CA247290 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI HADJIPANAYIS, CONSTANTINOS GEORGE, IVKOV, ROBERT · 2020 to 2024
$3.5M
Precision magnetic hyperthermia by integrating magnetic particle imagingR01CA257557 · NCI · JOHNS HOPKINS UNIVERSITY · PI BULTE, JEFF W., IVKOV, ROBERT · 2021 to 2025
$3.2M
dMRI-guided pre-operative planning for supra-total resection of high-gradegliomasR01CA278819 · NCI · UNIVERSITY OF PENNSYLVANIA · PI Michele Renee Aizenberg, Constantinos George Hadjipanayis · 2023 to 2026
$3.2M
Magnetic Particle Imaging ScannerS10OD026740 · OD · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI BULTE, JEFF W. · 2019 to 2019
$600k
NCI NIH HHS P30 CA006973NCI NIH HHS R01 CA247290NCI NIH HHS R01 CA257557NCI NIH HHS R01 CA278819NIH HHS S10 OD026740
6 · The paper itself

Abstract

Purpose: Magnetic particle imaging (MPI) is a nascent tracer imaging modality that generates images from magnetic iron oxide nanoparticles (MIONs) in tissue. MPI resolution is a critical input parameter for defining the reliability of simulations-based temperature predictions for magnetic nanoparticle hyperthermia (MNPH). The objective of this study was to ascertain how spatial resolution provided by MPI data affects the reliability of predicted temperatures and thermal dose in simulations using MPI data as inputs. Methods: Computed tomography (CT) and MPI scans obtained from a tumor injected with MIONs were co-registered to align their coordinates. Co-registered data were used to obtain geometry and volumetric heat sources for computational simulations of MNPH in phantom tumors. In addition to using the MPI-derived Results: The D3 distribution resulted in the highest predicted temperatures, followed by D1 and D2; however, in terms of thermal dose, D1 showed lowest tumor coverage, requiring higher heat output from MIONs than was required for the other distributions studied. The results of the sensitivity analysis revealed that the predicted tumor temperature increased with LVD across all tested SLP values. Additionally, we observed that the minimum acceptable LVD increased with SLP. Conclusion: Current (preclinical small animal) MPI scanners provide sufficient spatial resolution to predict temperature to within ±1 [°C], and thermal dose coverage to within ±5 [%] for MION formulations having heat output SLP = <370 [W/g Fe]. Higher spatial resolution is needed to achieve a similar precision when MION SLP exceeds 370 [W/g Fe]. We also conclude from the results that assuming a uniform MION distribution in tissue, which has been a common practice in MNPH simulations, overestimates the SLP needed to deposit meaningful thermal dose.

Indexed as

bioheat transfer simulationcomputed tomographyfinite element analysismagnetic iron oxide nanoparticlemagnetic nanoparticle hyperthermiamagnetic particle imagingspecific loss power

Identifiers

PMID40303353
PMCPMC12037136

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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.