Evaluation of prostate cancer detection using micro-ultrasound versus MRI through co-registration to whole-mount pathology

Sci Rep. 2024 Aug 14;14(1):18910. doi: 10.1038/s41598-024-69804-7.

Abstract

Micro-ultrasound has recently been introduced as a low-cost alternative to multi-parametric MRI for imaging prostate cancer. Early clinical studies have demonstrated promising results; however, robust validation via comparison with whole-mount pathology has yet to be achieved. Due to micro-ultrasound probe design and tissue deformation during scanning, it is difficult to accurately correlate micro-ultrasound imaging planes with ground truth whole-mount pathology slides. In this study, we developed a multi-step methodology to co-register micro-ultrasound and MRI to whole-mount pathology. The three-step process had a registration error of 3.90 ± 0.11 mm and consists of: (1) micro-ultrasound image reconstruction, (2) 3D landmark registration of micro-ultrasound to MRI, and (3) 2D capsule registration of MRI to whole-mount pathology. This process was then used in a preliminary reader study to compare the diagnostic accuracy of micro-ultrasound and MRI in 15 patients who underwent radical prostatectomy for prostate cancer. Micro-ultrasound was found to have equivalent performance to retrospective MRI review for index lesion detection (91.7% vs. 80%), while demonstrating an increased detection of tumor extent (52.5% vs. 36.7%) with similar false positive regions-of-interest (38.3% vs. 40.8%). Prospective MRI review had reduced detection of index lesions (73.3%) and tumor extent (18.9%) but improved false positive regions-of-interest (22.7%) relative to micro-ultrasound and retrospective MRI. Further evaluation is needed with a larger sample size.

Keywords: Co-registration; Image reconstruction; MRI; Micro-ultrasound; Prostate cancer; Whole-mount pathology.

Publication types

  • Comparative Study

MeSH terms

  • Aged
  • Humans
  • Image Processing, Computer-Assisted / methods
  • Magnetic Resonance Imaging* / methods
  • Male
  • Middle Aged
  • Prostate / diagnostic imaging
  • Prostate / pathology
  • Prostatectomy
  • Prostatic Neoplasms* / diagnostic imaging
  • Prostatic Neoplasms* / pathology
  • Retrospective Studies
  • Ultrasonography* / methods