Article ; Online: Characterization of prostate cancer with MR spectroscopic imaging and diffusion-weighted imaging at 3 Tesla.
2018 Volume 55, Page(s) 93–102
Abstract: Purpose: To retrospectively measure metabolic ratios and apparent diffusion coefficient (ADC) values from 3-Tesla MR spectroscopic imaging (MRSI) and diffusion-weighted imaging (DWI) in benign and malignant peripheral zone (PZ) prostate tissue, assess ... ...
Abstract | Purpose: To retrospectively measure metabolic ratios and apparent diffusion coefficient (ADC) values from 3-Tesla MR spectroscopic imaging (MRSI) and diffusion-weighted imaging (DWI) in benign and malignant peripheral zone (PZ) prostate tissue, assess the parameters' associations with malignancy, and develop and test rules for classifying benign and malignant PZ tissue using whole-mount step-section pathology as the reference standard. Methods: This HIPAA-compliant, IRB-approved study included 67 men (median age, 61 years; range, 41-74 years) with biopsy-proven prostate cancer who underwent preoperative 3 T endorectal multiparametric MRI and had ≥1 PZ lesion >0.1 cm Results: CART analysis of all parameters identified only ADC and (choline + polyamines + creatine)/citrate as significant predictors of cancer. Sensitivity and specificity, respectively, were 0.81 and 0.82 with MRSI-derived, 0.98 and 0.51 with DWI-derived, and 0.79 and 0.90 with MRSI + DWI-derived classification rules. Areas under the curves (AUC) in the test set were 0.93 (0.87-0.97) with ADC, 0.82 (0.72-0.91) with MRSI, and 0.96 (0.92-0.99) with MRSI + ADC. Conclusion: We developed statistically-based rules for identifying PZ cancer using 3-Tesla MRSI, DWI, and MRSI + DWI and demonstrated the potential value of MRSI + DWI. |
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MeSH term(s) | Adult ; Aged ; Area Under Curve ; Biopsy ; Choline/metabolism ; Creatine/metabolism ; Diffusion Magnetic Resonance Imaging ; Humans ; Magnetic Resonance Spectroscopy ; Male ; Middle Aged ; Prostatic Neoplasms/diagnostic imaging ; Prostatic Neoplasms/pathology ; Reference Standards ; Reproducibility of Results ; Retrospective Studies ; Sensitivity and Specificity |
Chemical Substances | Creatine (MU72812GK0) ; Choline (N91BDP6H0X) |
Language | English |
Publishing date | 2018-08-31 |
Publishing country | Netherlands |
Document type | Journal Article ; Research Support, N.I.H., Extramural |
ZDB-ID | 604885-7 |
ISSN | 1873-5894 ; 0730-725X |
ISSN (online) | 1873-5894 |
ISSN | 0730-725X |
DOI | 10.1016/j.mri.2018.08.025 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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