An anatomically correct 3D-printed mouse phantom for magnetic particle imaging studies.

in Bioengineering & translational medicine by Nicole S Sarna, Leyda Marrero-Morales, Ryan DeGroff, Angelie Rivera-Rodriguez, Sitong Liu, Andreina Chiu-Lam, Hayden J Good, Carlos M Rinaldi-Ramos

TLDR

  • The study creates 3D-printed mouse models that can be used to plan experiments and evaluate analysis methods for magnetic particle imaging (MPI) studies. The models are based on a 3D map of a mouse's body and have cavities that represent different parts of the body, like the liver, brain, and breast. The study uses these models to test how well MPI can detect and measure the amount of a special kind of iron in different parts of the body. The results show that the models work well and that the amount of iron in different parts of the body can affect how well MPI can detect it. The study highlights the importance of using these models to test and improve MPI methods for medical research.

Abstract

We report anatomically correct 3D-printed mouse phantoms that can be used to plan experiments and evaluate analysis protocols for magnetic particle imaging (MPI) studies. The 3D-printed phantoms were based on the Digimouse 3D whole body mouse atlas and incorporate cavities representative of a liver, brain tumor, and orthotopic breast cancer tumor placed in anatomically correct locations, allowing evaluation of the effect of precise doses of MPI tracer. To illustrate their use, a constant tracer iron mass was present in the liver for the breast (200 μg) and brain tumor (10 μg) model, respectively, while a series of decreasing tracer iron mass was placed in the tumor region. MPI scans were acquired in 2D and 3D high sensitivity and high sensitivity/high resolution (HSHR) modes using a MOMENTUM imager. A thresholding algorithm was used to define regions of interest (ROIs) in the scans and the tracer mass in the liver and tumors was calculated by comparison of the signal in their respective ROI against that of known mass fiducials that were included in each scan. The results demonstrate that this approach to image analysis provides accurate estimates of tracer mass. Additionally, the results show how the limit of detection in MPI is sensitive to the details of tracer distribution in the subject, as we found that a greater tracer mass in the liver cavity resulted in poorer sensitivity in tumor regions. These experiments illustrate the utility of the reported 3D-printed anatomically correct mouse phantoms in evaluating methods to analyze MPI scans and plan in vivo experiments.

Overview

  • The study aims to develop 3D-printed mouse phantoms for magnetic particle imaging (MPI) studies. The phantoms are based on the Digimouse 3D whole body mouse atlas and incorporate cavities representative of a liver, brain tumor, and orthotopic breast cancer tumor. The phantoms are used to evaluate the effect of precise doses of MPI tracer on the liver and brain tumor. The study uses a constant tracer iron mass in the liver and brain tumor model, respectively, and a series of decreasing tracer iron mass in the tumor region. MPI scans are acquired in 2D and 3D high sensitivity and high sensitivity/high resolution (HSHR) modes using a MOMENTUM imager. A thresholding algorithm is used to define regions of interest (ROIs) in the scans and the tracer mass in the liver and tumors is calculated by comparison of the signal in their respective ROI against that of known mass fiducials that are included in each scan. The study aims to provide accurate estimates of tracer mass and evaluate the sensitivity of MPI to the details of tracer distribution in the subject.

Comparative Analysis & Findings

  • The study compares the tracer mass estimates in the liver and brain tumor regions using the 3D-printed phantoms. The results demonstrate that the approach to image analysis provides accurate estimates of tracer mass. Additionally, the study shows how the limit of detection in MPI is sensitive to the details of tracer distribution in the subject. A greater tracer mass in the liver cavity resulted in poorer sensitivity in tumor regions.

Implications and Future Directions

  • The study's findings highlight the utility of 3D-printed anatomically correct mouse phantoms in evaluating methods to analyze MPI scans and plan in vivo experiments. The study's limitations include the need for further validation of the phantoms in vivo and the need to evaluate the effect of different tracer distributions on the sensitivity of MPI. Future research directions could include the development of phantoms with more complex anatomies and the evaluation of the effect of different tracer distributions on the sensitivity of MPI.