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用于定量动态对比增强磁共振成像的3D可打印体模

3D-printable phantoms for quantitative dynamic contrast-enhanced MRI.

作者信息

Sarwar M Sulaiman, Vallatos Antoine, Lau Cher Hon, Waldman Adam, Dimartino Simone, Thrippleton Michael J

机构信息

Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.

Institute for Bioengineering, University of Edinburgh, Edinburgh, United Kingdom.

出版信息

Magn Reson Med. 2025 Nov;94(5):1889-1899. doi: 10.1002/mrm.30595. Epub 2025 Jun 16.

Abstract

PURPOSE

A novel 3D-printed phantom design and methodology are proposed, addressing important requirements for technical validation, quality assurance, and multi-site harmonization of quantitative DCE-MRI measurements.

METHODS

Phantoms were produced by 3D-printing (3DP) gels incorporating channels and pores as proxies for blood vessels and extravascular extracellular space, respectively. A flow circuit was designed to reproduce clinically relevant arterial input functions. Using nine gels with variable porosity and channel size, we evaluated the effect of 3DP parameters on DCE-MRI parameters obtained using the extended Tofts model (ET). Physical gel and fitted model parameters were correlated by multiple linear regression.

RESULTS

All phantoms generated realistic arterial input functions, and tissue-like signal enhancement curves were accurately modeled by the ET model. As hypothesized, blood plasma volume fraction, v, was positively associated with the channel volume fraction, v, (B = 0.86, p < 0.001) and showed a weaker, negative association with gel porosity, v, (B = -0.18, p = 0.006). Vascular permeability-surface area product, PS, was positively associated with both v (B = 0.13 min, p < 0.001); and v (B = 0.051 min, p < 0.001). The extravascular extracellular space (EES) volume fraction, v, was positively associated with v (B = 0.90, p < 0.001) but not v. Fitted parameters were reproducible (coefficient of variation 2.1%-3.2%).

CONCLUSIONS

Tailorable 3D-printed porous gel phantoms generating tissue-mimicking DCE-MRI signals have the potential to support validation, quality assurance, and multi-site harmonization of quantitative DCE-MRI.

摘要

目的

提出一种新型的3D打印体模设计和方法,以满足技术验证、质量保证以及定量动态对比增强磁共振成像(DCE-MRI)测量的多中心协调的重要要求。

方法

通过3D打印(3DP)凝胶制作体模,其中分别将通道和孔隙作为血管和血管外细胞外间隙的替代物。设计了一个流动回路以重现临床相关的动脉输入函数。使用九种具有可变孔隙率和通道尺寸的凝胶,我们评估了3DP参数对使用扩展Tofts模型(ET)获得的DCE-MRI参数的影响。通过多元线性回归将物理凝胶参数和拟合模型参数进行关联。

结果

所有体模均产生了逼真的动脉输入函数,并且组织样信号增强曲线由ET模型准确建模。如所假设的,血浆体积分数v与通道体积分数v呈正相关(B = 0.86,p < 0.001),并且与凝胶孔隙率v呈较弱的负相关(B = -0.18,p = 0.006)。血管通透性-表面积乘积PS与v(B = 0.13 min,p < 0.001)和v(B = 0.051 min,p < 0.001)均呈正相关。血管外细胞外间隙(EES)体积分数v与v呈正相关(B = 0.90,p < 0.001),但与v无关。拟合参数具有可重复性(变异系数为2.1%-3.2%)。

结论

可定制的3D打印多孔凝胶体模可生成模拟组织的DCE-MRI信号,有潜力支持定量DCE-MRI的验证、质量保证和多中心协调。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8018/12393202/ec127d942d8c/MRM-94-1889-g003.jpg

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