Mehawed Georges, Roberts Matthew J, Bugeja Jessica, Dowling Jason, Stewart Kate, Gunasena Rivindi, Malczewski Frances, Rukin Nicholas J, Murray Rebecca
Herston Biofabrication Institute, Metro North Health, Herston, QLD 4029, Australia.
Urology Department, Redcliffe Hospital, Metro North Health, Redcliffe, QLD 4020, Australia.
J Clin Med. 2024 Dec 4;13(23):7384. doi: 10.3390/jcm13237384.
: Prostate-specific membrane antigen positron emission tomography/computed tomography (PSMA PET/CT), in combination with magnetic resonance imaging (MRI), may enhance the diagnosis and staging of prostate cancer. Image fusion of separately acquired PET/CT and MRI images serve to facilitate clinical integration and treatment planning. This study aimed to investigate different PSMA PET/CT and MRI image fusion workflows for prostate cancer visualisation. : Eighteen patients with prostate cancer who underwent PSMA PET/CT and MRI prior to radical prostatectomy were retrospectively selected. Alignment of the prostate was performed between PET/CT and MRI via three techniques: semi-automatic rigid, automatic rigid, and automatic non-rigid. Image fusion accuracy was evaluated through boundary and volume agreement, quantified by the Dice Similarity Coefficient (DSC), 95% Hausdorff Distance (HD), and Mean Surface Distance (MSD), with comparison against reconstructed histopathology slices. : Image fusion using all techniques resulted in clear lesion visualisation from PSMA PET/CT overlay and anatomical detail afforded by the MRI base and was consistent with histopathology tumour location. Image fusion accuracy was within the recommended range based on a DSC of 0.8-0.9. The automatic non-rigid registration method had the highest volume agreement (DSC: 0.96 ± <0.01) and boundary agreement (HD: 1.17 ± 0.35 mm) when compared to automatic rigid (DSC 0.88 ± 0.02, HD 3.18 ± 0.29 mm) and semi-automatic rigid (DSC 0.80 ± 0.06, HD 5.25 ± 1.68 mm). : Image fusion of clinically obtained PET/CT and MRI is feasible and clinically acceptable for use in prostate cancer diagnosis and surgical management. While the best accuracy was observed with the automatic non-rigid technique, which requires further validation, image fusion with clinically accessible methods (semi-automatic rigid) may currently aid patient education, pre-operative planning, and intra-operative guidance.
前列腺特异性膜抗原正电子发射断层扫描/计算机断层扫描(PSMA PET/CT)与磁共振成像(MRI)相结合,可能会提高前列腺癌的诊断和分期。分别采集的PET/CT和MRI图像的图像融合有助于临床整合和治疗规划。本研究旨在探讨用于前列腺癌可视化的不同PSMA PET/CT和MRI图像融合工作流程。
回顾性选取了18例在根治性前列腺切除术前行PSMA PET/CT和MRI检查的前列腺癌患者。通过三种技术在PET/CT和MRI之间对前列腺进行配准:半自动刚性配准、自动刚性配准和自动非刚性配准。通过边界和体积一致性评估图像融合准确性,由骰子相似系数(DSC)、95%豪斯多夫距离(HD)和平均表面距离(MSD)进行量化,并与重建的组织病理学切片进行比较。
使用所有技术进行图像融合,PSMA PET/CT叠加显示的病变清晰可见,MRI提供的解剖细节也清晰可见,且与组织病理学肿瘤位置一致。基于DSC为0.8 - 0.9,图像融合准确性在推荐范围内。与自动刚性配准(DSC 0.88±0.02,HD 333.18±0.29 mm)和半自动刚性配准(DSC 0.80±0.06,HD 5.25±1.68 mm)相比,自动非刚性配准方法具有最高的体积一致性(DSC:0.96±<0.01)和边界一致性(HD:1.17±0.35 mm)。
临床获取的PET/CT和MRI的图像融合在前列腺癌诊断和手术管理中是可行的且临床可接受。虽然自动非刚性技术观察到的准确性最佳,但该技术需要进一步验证,目前使用临床可用方法(半自动刚性)进行图像融合可能有助于患者教育、术前规划和术中指导。