The Johns Hopkins University In Vivo Cellular and Molecular Imaging Center, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
NMR Biomed. 2013 Mar;26(3):285-98. doi: 10.1002/nbm.2846. Epub 2012 Sep 4.
Applications of molecular imaging in cancer and other diseases frequently require the combination of in vivo imaging modalities, such as MR and optical imaging, with ex vivo optical, fluorescence, histology and immunohistochemical imaging to investigate and relate molecular and biological processes to imaging parameters within the same region of interest. We have developed a multimodal image reconstruction and fusion framework that accurately combines in vivo MRI and MRSI, ex vivo brightfield and fluorescence microscopic imaging and ex vivo histology imaging. Ex vivo brightfield microscopic imaging was used as an intermediate modality to facilitate the ultimate link between ex vivo histology and in vivo MRI/MRSI. Tissue sectioning necessary for optical and histology imaging required the generation of a three-dimensional reconstruction module for two-dimensional ex vivo optical and histology imaging data. We developed an external fiducial marker-based three-dimensional reconstruction method, which was able to fuse optical brightfield and fluorescence with histology imaging data. The registration of the three-dimensional tumor shape was pursued to combine in vivo MRI/MRSI and ex vivo optical brightfield and fluorescence imaging data. This registration strategy was applied to in vivo MRI/MRSI, ex vivo optical brightfield/fluorescence and histology imaging datasets obtained from human breast tumor models. Three-dimensional human breast tumor datasets were successfully reconstructed and fused with this platform.
分子成像在癌症和其他疾病中的应用经常需要将体内成像模式(如磁共振成像和光学成像)与体外光学、荧光、组织学和免疫组织化学成像相结合,以研究和将分子和生物学过程与同一感兴趣区域内的成像参数联系起来。我们已经开发了一种多模态图像重建和融合框架,可以准确地将体内 MRI 和磁共振波谱成像、体外明场和荧光显微镜成像以及体外组织学成像结合起来。体外明场显微镜成像被用作中间模态,以促进体外组织学和体内 MRI/MRSI 之间的最终联系。为了进行光学和组织学成像,需要对二维体外光学和组织学成像数据进行三维重建模块的生成,这就需要进行组织切片。我们开发了一种基于外部基准标记的三维重建方法,能够将明场和荧光与组织学成像数据融合。为了将体内 MRI/MRSI 与体外明场和荧光成像数据结合起来,我们还进行了三维肿瘤形状的配准。该配准策略已应用于从人乳腺癌模型获得的体内 MRI/MRSI、体外明场/荧光和组织学成像数据集。成功地重建和融合了三维人乳腺癌数据集。