Prostate-specific membrane antigen PET/MRI validation of MR textural analysis for detection of transition zone prostate cancer

Eur Radiol. 2017 Dec;27(12):5290-5298. doi: 10.1007/s00330-017-4877-x. Epub 2017 Jun 12.

Abstract

Objectives: To validate MR textural analysis (MRTA) for detection of transition zone (TZ) prostate cancer through comparison with co-registered prostate-specific membrane antigen (PSMA) PET-MR.

Methods: Retrospective analysis was performed for 30 men who underwent simultaneous PSMA PET-MR imaging for staging of prostate cancer. Thirty texture features were derived from each manually contoured T2-weighted, transaxial, prostatic TZ using texture analysis software that applies a spatial band-pass filter and quantifies texture through histogram analysis. Texture features of the TZ were compared to PSMA expression on the corresponding PET images. The Benjamini-Hochberg correction controlled the false discovery rate at <5%.

Results: Eighty-eight T2-weighted images in 18 patients demonstrated abnormal PSMA expression within the TZ on PET-MR. 123 images were PSMA negative. Based on the corrected p-value of 0.005, significant differences between PSMA positive and negative slices were found for 16 texture parameters: Standard deviation and mean of positive pixels for all spatial filters (p = <0.0001 for both at all spatial scaling factor (SSF) values) and mean intensity following filtration for SSF 3-6 mm (p = 0.0002-0.0018).

Conclusion: Abnormal expression of PSMA within the TZ is associated with altered texture on T2-weighted MR, providing validation of MRTA for the detection of TZ prostate cancer.

Key points: • Prostate transition zone (TZ) MR texture analysis may assist in prostate cancer detection. • Abnormal transition zone PSMA expression correlates with altered texture on T2-weighted MR. • TZ with abnormal PSMA expression demonstrates significantly reduced MI, SD and MPP.

Keywords: Cancer; Diagnosis; Magnetic resonance imaging; Prostate; Texture analysis.

Publication types

  • Comparative Study
  • Observational Study

MeSH terms

  • Aged
  • Antigens, Surface / metabolism*
  • Biomarkers, Tumor / metabolism
  • Biopsy
  • Endosonography
  • Glutamate Carboxypeptidase II / metabolism*
  • Humans
  • Image-Guided Biopsy
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Neoplasm Staging / methods*
  • Positron-Emission Tomography / methods*
  • Prostate / diagnostic imaging*
  • Prostatic Neoplasms / diagnosis*
  • Prostatic Neoplasms / immunology
  • Prostatic Neoplasms / metabolism
  • Receptors, Mineralocorticoid
  • Rectum
  • Retrospective Studies

Substances

  • Antigens, Surface
  • Biomarkers, Tumor
  • NR3C2 protein, human
  • Receptors, Mineralocorticoid
  • FOLH1 protein, human
  • Glutamate Carboxypeptidase II