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Adult male patients with high-risk, localized prostate cancer and planning to undergo radiation therapy (RT) with androgen deprivation therapy (ADT) will undergo an advanced Magnetic Resonance Imaging (MRI) examination called Restriction Spectrum Imaging (RSI-MRI) to evaluate whether RSI-MRI can predict treatment response.
Participants will undergo RSI at three time points: before therapy (MRI #1), after neoadjuvant ADT (MRI #2), and after radiotherapy (MRI #3). Treatment response will be assessed primarily by absence of biochemical recurrence (PSA ≥2 ng/mL greater than nadir) within 3 years of completing radiotherapy. Change in RSI cellularity index from MRI #1 to MRI #2 will be evaluated for prediction of participants who will experience biochemical recurrence within 3 years, using area under the receiver operating characteristic curve. We hypothesize that RSI cellularity index will be an early biomarker for treatment effectiveness in prostate cancer treated with ADT and radiotherapy.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| RSI-MRI | Experimental | Participants will undergo RSI-MRI at three time points: before androgen deprivation therapy (ADT); after neoadjuvant ADT but before radiation therapy (RT); and after RT. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Restriction Spectrum Imaging Magnetic Resonance Imaging | Other | RSI is a multicompartment model of diffusion MRI that uses data acquired at multiple b-values to distinguish varied diffusion speeds (restricted intracellular, hindered extracellular, and approximately free diffusion). |
| Measure | Description | Time Frame |
|---|---|---|
| Biochemical recurrence (PSA 2 ng/mL greater than nadir) within 3 years of completing RT. | To evaluate the performance of the RSI cellularity index before and during therapy as a biomarker to identify participants who will experience biochemical recurrence within 3 years post-radiotherapy. | within 3 years of RT completion |
| Measure | Description | Time Frame |
|---|---|---|
| PSA nadir within the 18 months after RT ≥0.5 ng/mL. | To evaluate the performance of the RSI cellularity index for identifying participants who will fail to reach a PSA nadir <0.5 ng/mL within 18 months of RT. | within 18 months of RT completion |
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Inclusion Criteria:
Exclusion Criteria:
Male subjects undergoing treatment for Prostate Cancer
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| Name | Affiliation | Role |
|---|---|---|
| Tyler Seibert, MD, PhD | University of California, San Diego | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| UCSD Moores Cancer Center | La Jolla | California | 92093 | United States |
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| ID | Term |
|---|---|
| D011471 | Prostatic Neoplasms |
| ID | Term |
|---|---|
| D005834 | Genital Neoplasms, Male |
| D014565 | Urogenital Neoplasms |
| D009371 | Neoplasms by Site |
| D009369 | Neoplasms |
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A logistic regression model of biochemical recurrence within 3 years will be fit, using maximum likelihood, on the change in RSI cellularity index from MRI #1 to MRI #2 and relevant covariates such as demographics. Continuous variables will be splined; only main effects will be considered. The cross-validated Area Under the Curve (AUC) for this model will be reported with a 95% bootstrap confidence interval using Efron's bias-corrected and accelerated (bca) method. If the lower bound on the 95% confidence interval of the Area Under the Curve (AUC) excludes 0.55, RSI cellularity index will be declared "viable" for identifying participants who will recur within the three-year post treatment. If declared "viable", a Cox model for predicting recurrence time will be fit, and the hazard ratios for RSI will be used to describe the adjusted associations supported by the data between RSI cellularity index and recurrence time.
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| D005832 |
| Genital Diseases, Male |
| D000091662 | Genital Diseases |
| D000091642 | Urogenital Diseases |
| D011469 | Prostatic Diseases |
| D052801 | Male Urogenital Diseases |