journal article·2025-01Open access

Ranking Magnetic Colloid Performance for Magnetic Particle Imaging and Magnetic Particle Hyperthermia

Hayden Carlton, Marzieh Salimi, Nageshwar Arepally, Gabriela Bentolila, Anirudh Sharma, Adnan Bibic, Matt Newgren, Patrick Goodwill, Anilchandra Attaluri, Preethi Korangath, Jeff W.M. Bulte, Robert Ivkov

Advanced Functional Materials· Volume 35· Issue 2

Abstract

Abstract Magnetic particle imaging (MPI) is an emerging modality that can address longstanding technological challenges encountered with magnetic particle hyperthermia (MPH) cancer therapy. MPI is a tracer technology compatible with MPH for which magnetic nanoparticles (MNPs) provide signal for MPI and heat for MPH. Identifying whether a specific MNP formulation is suitable for both modalities is essential for clinical implementation. Current models predict that functional requirements of each modality impose conflicting demands on nanoparticle magnetic properties. This objective here is to develop a measurement and ranking scheme based on end‐use performance to streamline evaluation of candidate MNP formulations. The measured MPI point‐spread function (PSF) and specific loss power (SLP) is combined to generate a single numerical value for comparison on a relative ranking scale, or figure of merit (FoM). 12 aqueous iron‐containing formulations are evaluated, including FDA‐approved (parenteral) iron‐containing colloids. MNPs with high (Synomag‐D70: 123.4), medium (Synomag‐D50: 63.2), and low (NanoXact: 0.147) FoM values are selected for in vivo validation of the selection scheme in subcutaneous 4T1 tumors. Results demonstrate that the proposed ranking accurately assessed the relative performance of MNPs for MPI and MPH. Data demonstrated that image quality and tumor temperature rise increased with FoM ranking, validating predictions. It isshown that the MPI signal correlated with MNP concentration in tissue. Computational heat transfer models anchored on tumor MPI data harmonized with experimental results to within an average of 2 °C when MNP content estimated from MPI data is included. Computational studies emphasized the importance of post‐injection MNP quantitation and MPI spatial resolution.
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Research context

OpenAlex topics: Characterization and Applications of Magnetic Nanoparticles · Microfluidic and Bio-sensing Technologies · Geomagnetism and Paleomagnetism Studies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Radiation Oncology and Molecular Radiation Sciences the Johns Hopkins University School of Medicine Baltimore MD 21231 USA

Russell H. Morgan Department of Radiology and Radiological Science Division of MR Research the Johns Hopkins University School of Medicine Baltimore MD 21205 USA

Cellular Imaging Section and Vascular Biology Program Institute for Cell Engineering the Johns Hopkins University School of Medicine Baltimore MD 21205 USA

Department of Mechanical Engineering School of Science Engineering and Technology The Pennsylvania State University – Harrisburg Harrisburg PA 17057 USA

F.M. Kirby Research Center for Functional Brain Imaging Kennedy Krieger Inc. Baltimore MD 21205 USA

Magnetic Insight Inc. Alameda CA 94502 USA

Department of Biomedical Engineering the Johns Hopkins University School of Medicine Baltimore MD 21205 USA

Department of Chemical & Biomolecular Engineering Whiting School of Engineering Johns Hopkins University Baltimore MD 21218 USA

Department of Oncology Sydney Kimmel Comprehensive Cancer Center Johns Hopkins University School of Medicine Baltimore MD 21287 USA

Department of Mechanical Engineering Whiting School of Engineering Johns Hopkins University Baltimore MD 21218 USA

Department of Materials Science and Engineering Whiting School of Engineering Johns Hopkins University Baltimore MD 21218 USA

Funding

National Cancer Institute

References (67)

Show source-provided references
1. 10.1002/mrm.191003020510.1002/mrm.1910030205 ↗
2. 10.3181/00379727-158-4015810.3181/00379727-158-40158 ↗
3. 10.1182/blood.V1.2.129.12910.1182/blood.V1.2.129.129 ↗
4. 10.1007/s10815-013-9962-810.1007/s10815-013-9962-8 ↗
5. 10.1097/00000658-195710000-0000710.1097/00000658-195710000-00007 ↗
6. 10.1016/0360-3016(93)90351-U10.1016/0360-3016(93)90351-U ↗
7. 10.3109/02656736.2013.83675810.3109/02656736.2013.836758 ↗
8. 10.1080/02656736.2019.168568610.1080/02656736.2019.1685686 ↗
9. 10.3109/02656736.2015.100517810.3109/02656736.2015.1005178 ↗
10. 10.3109/0265673960902368810.3109/02656739609023688 ↗
11. 10.1007/PL0001211410.1007/PL00012114 ↗
12. 10.1007/s11060-005-9059-z10.1007/s11060-005-9059-z ↗
13. 10.1007/s11060-010-0389-010.1007/s11060-010-0389-0 ↗
14. 10.1080/02656736.2018.143086710.1080/02656736.2018.1430867 ↗
15. 10.1016/0360-3016(84)90379-110.1016/0360-3016(84)90379-1 ↗
16. 10.3390/cancers1518455410.3390/cancers15184554 ↗
17. Tepper J. E. · 2021
18. 10.1002/wnan.177910.1002/wnan.1779 ↗
19. 10.1200/JCO.2006.09.951510.1200/JCO.2006.09.9515 ↗
20. 10.1080/02656736.2020.177251210.1080/02656736.2020.1772512 ↗
21. 10.1038/nature0380810.1038/nature03808 ↗
22. 10.1021/acs.jpclett.5b0061010.1021/acs.jpclett.5b00610 ↗
23. 10.1016/j.addr.2018.12.00710.1016/j.addr.2018.12.007 ↗
24. 10.1109/ACCESS.2022.319758610.1109/ACCESS.2022.3197586 ↗
25. 10.3390/cancers1321528510.3390/cancers13215285 ↗
26. 10.1109/TMI.2010.205228410.1109/TMI.2010.2052284 ↗
27. 10.1109/TMI.2011.212598210.1109/TMI.2011.2125982 ↗
28. 10.1002/adma.20120022110.1002/adma.201200221 ↗
29. 10.1080/02656736.2023.227206710.1080/02656736.2023.2272067 ↗
30. 10.1088/1361-6560/aa560110.1088/1361-6560/aa5601 ↗
31. 10.1021/acsnano.8b0089310.1021/acsnano.8b00893 ↗
32. 10.1016/B978-0-12-813928-8.00010-710.1016/B978-0-12-813928-8.00010-7 ↗
33. 10.7150/thno.4085810.7150/thno.40858 ↗
34. 10.7150/thno.8675910.7150/thno.86759 ↗
35. 10.1109/TMAG.2010.204690710.1109/TMAG.2010.2046907 ↗
36. 10.1063/1.367605310.1063/1.3676053 ↗
37. 10.1016/j.jmmm.2006.10.115610.1016/j.jmmm.2006.10.1156 ↗
38. 10.1002/sstr.20240041010.1002/sstr.202400410 ↗
39. 10.1039/D0NA00966K10.1039/D0NA00966K ↗
40. 10.1063/1.472927110.1063/1.4729271 ↗
41. 10.1002/adfm.20150040510.1002/adfm.201500405 ↗
42. 10.1021/acs.jpcc.7b1125510.1021/acs.jpcc.7b11255 ↗
43. 10.1016/j.jmmm.2006.10.115110.1016/j.jmmm.2006.10.1151 ↗
44. 10.1088/0957-4484/20/39/39510310.1088/0957-4484/20/39/395103 ↗
45. 10.1021/acsanm.2c0153610.1021/acsanm.2c01536 ↗
46. 10.1063/5.013105810.1063/5.0131058 ↗
47. 10.1063/1.513101210.1063/1.5131012 ↗
48. 10.1039/B920348F10.1039/B920348F ↗
49. 10.1039/D1NR08402J10.1039/D1NR08402J ↗
50. 10.1007/s00330-002-1721-710.1007/s00330-002-1721-7 ↗
51. 10.1002/ajh.2612410.1002/ajh.26124 ↗
52. 10.1681/ASN.200710115610.1681/ASN.2007101156 ↗
53. P. J.Hoopes K. L.Moodie A. A.Petryk J. D.Petryk S.Sechrist D. J.Gladstone N. F.Steinmetz F. A.Veliz A. A.Bursey R. J.Wagner A.Rajan D.Dugat M.Crary‐Burney S. N.Fiering Hypo‐fractionated radiation magnetic nanoparticle hyperthermia and a viral immunotherapy treatment of spontaneous canince cancer. Proceedings Volume 10066 in Conference on Energy‐Based Treatment of Tissue and Assessment IX San Francisco CA Jan 29–30 2017 10066.10.1117/12.2256213 ↗
54. H.Carlton P.Korangath N.Arepally A.Attaluri R.IvkovinASME Summer Heat Transfer Conference 2023 American Society of Mechanical Engineers New York USA 2023.
55. 10.1109/TMI.2017.278750010.1109/TMI.2017.2787500 ↗
56. 10.1088/0022-3727/47/49/49500310.1088/0022-3727/47/49/495003 ↗
57. 10.1080/02656736.2020.185325210.1080/02656736.2020.1853252 ↗
58. 10.1080/02656736.2020.180636110.1080/02656736.2020.1806361 ↗
59. Lei S. · 2023
60. 10.1016/j.ijrobp.2008.04.02510.1016/j.ijrobp.2008.04.025 ↗
61. 10.1080/02656736.2017.135440310.1080/02656736.2017.1354403 ↗
62. 10.1093/biomet/46.1-2.7710.1093/biomet/46.1-2.77 ↗
63. 10.2217/nnm.12.6510.2217/nnm.12.65 ↗
64. 10.1152/jappl.1948.1.2.9310.1152/jappl.1948.1.2.93 ↗
65. 10.1080/02656736.2021.191324410.1080/02656736.2021.1913244 ↗
66. 10.1080/02656736.2020.179851410.1080/02656736.2020.1798514 ↗
67. Guidelines for Evaluating and Expressing the Uncertainty of NIST Measurement Results. National Institutes of Standards and Technology http://physics.nist.gov/TN1297(accessed: June 2024).