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An Open Source Image Processing Method to Quantitatively Assess Tissue Growth after Non-Invasive Magnetic Resonance Imaging in Human Bone Marrow Stromal Cell Seeded 3D Polymeric Scaffolds

机译:一种开源图像处理方法用于定量评估人骨髓基质细胞接种3D聚合物支架中的非侵入性磁共振成像后的组织生长

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摘要

Monitoring extracellular matrix (ECM) components is one of the key methods used to determine tissue quality in three-dimensional (3D) scaffolds for regenerative medicine and clinical purposes. This is even more important when multipotent human bone marrow stromal cells (hMSCs) are used, as it could offer a method to understand in real time the dynamics of stromal cell differentiation and eventually steer it into the desired lineage. Magnetic Resonance Imaging (MRI) is a promising tool to overcome the challenge of a limited transparency in opaque 3D scaffolds. Technical limitations of MRI involve non-uniform background intensity leading to fluctuating background signals and therewith complicating quantifications on the retrieved images. We present a post-imaging processing sequence that is able to correct for this non-uniform background intensity. To test the processing sequence we investigated the use of MRI for in vitro monitoring of tissue growth in three-dimensional poly(ethylene oxide terephthalate)–poly(butylene terephthalate) (PEOT/PBT) scaffolds. Results showed that MRI, without the need to use contrast agents, is a promising non-invasive tool to quantitatively monitor ECM production and cell distribution during in vitro culture in 3D porous tissue engineered constructs.
机译:监测细胞外基质(ECM)组件是用于确定用于再生医学和临床目的的三维(3D)支架中组织质量的关键方法之一。当使用多能人骨髓基质细胞(hMSC)时,这一点尤为重要,因为它可以提供一种实时了解基质细胞分化动态并最终将其导入所需谱系的方法。磁共振成像(MRI)是一种有前途的工具,可以克服不透明3D支架透明性有限的挑战。 MRI的技术局限性包括背景强度不均匀,导致背景信号波动,并因此使所检索图像的量化变得复杂。我们提出了一种能够校正这种不均匀背景强度的成像后处理序列。为了测试加工顺序,我们研究了使用MRI体外监测三维聚对苯二甲酸乙二醇酯-聚对苯二甲酸丁二醇酯(PEOT / PBT)支架中组织生长的情况。结果表明,MRI无需使用造影剂,是一种有前途的无创工具,可用于在3D多孔组织工程构造的体外培养过程中定量监测ECM的产生和细胞分布。

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