Quantification and 3D Localization of Magnetically Navigated Superparamagnetic Particles Using MRI in Phantom and Swine Chemoembolization Models

被引:15
作者
Li, Ning [1 ]
Tous, Cyril [1 ]
Dimov, Ivan P. [1 ]
Cadoret, Dominic [1 ]
Fei, Phillip [1 ]
Majedi, Yasamin [2 ]
Lessard, Simon [1 ]
Nosrati, Zeynab [3 ]
Saatchi, Katayoun [3 ]
Hafeli, Urs O. [3 ]
Tang, An [1 ]
Kadoury, Samuel [2 ]
Martel, Sylvain [2 ]
Soulez, Gilles [1 ,4 ,5 ]
机构
[1] Ctr Rech Ctr Hosp Univ Montreal CRCHUM, Lab Clin Traitement Image, Montreal, PQ H2X 0A9, Canada
[2] Polytech Montreal, Inst Biomed Engn, Dept Comp & Software Engn, Montreal, PQ, Canada
[3] Univ British Columbia, Fac Pharmaceut Sci, Vancouver, BC, Canada
[4] Ctr Hosp Univ Montreal CHUM, Dept Radiol, Montreal, PQ H2X 0C1, Canada
[5] Univ Montreal, Dept Radiol Radiat Oncol & Nucl Med, CP 6128,Succ Ctr Ville Montreal, Montreal, PQ H3T 1J4, Canada
关键词
Magnetic resonance imaging; Liver; Imaging; Aggregates; Magnetic susceptibility; Three-dimensional displays; Phantoms; Quantification and localization; magnetic drug-eluting beads; particle number; spatial locations; susceptibility artifact; 3D volumetric interpolated breath-hold examination; 70-150; MU-M; SUSCEPTIBILITY ARTIFACTS; MICROSPHERES; SEGMENTATION; ULTRASOUND; TRACKING; SAFETY; NOISE; GRE;
D O I
10.1109/TBME.2022.3151819
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective: Superparamagnetic nanoparticles (SPIONs) can be combined with tumor chemoembolization agents to form magnetic drug-eluting beads (MDEBs), which are navigated magnetically in the MRI scanner through the vascular system. We aim to develop a method to accurately quantify and localize these particles and to validate the method in phantoms and swine models. Methods: MDEBs were made of Fe3O4 SPIONs. After injected known numbers of MDEBs, susceptibility artifacts in three-dimensional (3D) volumetric interpolated breath-hold examination (VIBE) sequences were acquired in glass and Polyvinyl alcohol (PVA) phantoms, and two living swine. Image processing of VIBE images provided the volume relationship between MDEBs and their artifact at different VIBE acquisitions and post-processing parameters. Simulated hepatic-artery embolization was performed in vivo with an MRI-conditional magnetic-injection system, using the volume relationship to locate and quantify MDEB distribution. Results: Individual MDEBs were spatially identified, and their artifacts quantified, showing no correlation with magnetic-field orientation or sequence bandwidth, but exhibiting a relationship with echo time and providing a linear volume relationship. Two MDEB aggregates were magnetically steered into desired liver regions while the other 19 had no steering, and 25 aggregates were injected into another swine without steering. The MDEBs were spatially identified and the volume relationship showed accuracy in assessing the number of the MDEBs, with small errors (<= 8.8%). Conclusion and Significance: MDEBs were able to be steered into desired body regions and then localized using 3D VIBE sequences. The resulting volume relationship was linear, robust, and allowed for quantitative analysis of the MDEB distribution.
引用
收藏
页码:2616 / 2627
页数:12
相关论文
共 21 条
  • [21] MRI-based 3D models of the hip joint enables radiation-free computer-assisted planning of periacetabular osteotomy for treatment of hip dysplasia using deep learning for automatic segmentation
    Zeng, Guodong
    Schmaranzer, Florian
    Degonda, Celia
    Gerber, Nicolas
    Gerber, Kate
    Tannast, Moritz
    Burger, Juergen
    Siebenrock, Klaus A.
    Zheng, Guoyan
    Lerch, Till D.
    EUROPEAN JOURNAL OF RADIOLOGY OPEN, 2021, 8