In 2014, nearly 233,000 men in the US will be diagnosed with prostate cancer, which accounts for 14% of all new cancer diagnosis. More than 29,000 men will die from this disease representing 5% of all cancer deaths. Gratefully 98.9% of men are surviving at 5 years.3
Many individuals do not need treatment for their prostate cancer in as much as their prognosis is excellent even without treatment. However, physicians and patients struggle to know who can safely be observed versus the subgroup that needs more aggressive treatment to achieve cure, and recognize that definitive treatment for localized prostate cancer can have lifelong morbidities.5,8
Traditionally, clinicopathologic characteristics are utilized to determine risk and subsequent treatment. Several nomograms have been introduced to try to determine who is at risk of developing metastatic disease and who, if treated early, could avoid this outcome. A representative nomogram taken from the National Comprehensive Cancer Network (NCCN) and American Urological Association (AUA), divides early prostate cancer into several groups based initially on life expectancy, with a second stratification using clinical exam, reassessment of life expectancy, biopsy (Gleason score), prostate-specific antigen (PSA) and imaging after 5 years.
These groups are detailed below:
|
Risk Category
|
|
Very Low |
Low |
Intermediate |
High |
Clinicopathologic Findings |
- T1c AND
- Gleason score ≤ 6 AND
- PSA ≤ 10 ng/mL AND
- < 3 prostate cores with tumor AND
- ≤ 50% tumor in any core AND
- PSA density of < 0.15 ng/mL/g
|
- T1-T2a AND
- Gleason score ≤ 6/Gleason grade group 1 AND
- PSA ≤ 10 ng/mL
|
- T2b-T2c OR
- Gleason score 3+4=7/Gleason grade group 2 OR
- Gleason score 4+3=7/Gleason grade group 3 OR
- PSA 10-20 ng/mL
|
- T3a OR
- Gleason Score 8/Gleason grade group 4 OR
- Gleason score 9-10/Gleason grade group 5 OR
- PSA > 20 ng/mL
|
Treatment Options |
|
|
|
|
≥ 20 y life expectancy |
- Active Surveillance
- RT or Brachy
- RP (± LND)
|
|
|
|
≥ 10 y life expectancy |
|
- Active Surveillance
- RT or Brachy
- RP (± LND
|
- RP (± LND)
- RT or Brachy ± Adj Horm
|
- RT + Adj Horm
- RT + Brachy
- RP + LND ± RT, ADT
|
< 10 y life expectancy |
|
|
- RT or Brachy ± Adj Horm
- Observation
|
|
Table 1: NCCN 2017 V2 - Localized Prostate Cancer Risk Stratification and Treatment (PSA – Prostate Specific Antigen; RT – Radiation Therapy; RP – Radical Prostatectomy; LND – lymph node dissection; Adj Horm – Adjuvant Androgen Deprivation)
Use of these stratification and treatment approaches has led to high cure rates for early stage prostate cancer, yet it is widely accepted that many men are over-treated to achieve this cure rate. In the PIVOT trial9 men with early prostate cancer, initially randomized to radical prostatectomy or observation, showed that over 12 years there was no difference in absolute mortality between the groups. However, this study was hampered by several factors including:
- Only 731 of 5023 eligible patients chose to participate in the study based on randomization criteria.
- In the group randomized to RP: only 85% of the men received definitively therapy (79% surgery; 6% other).
- In the observational group: 10% of the observation group received RP initially and additional 20% eventual received definitive treatment.
- Despite broad inclusion criteria, > 50% of patients had a PSA of <10 (median PSA of 7) and had biopsy proven T1c disease. Although there were a significant number of patients with Gleason score ≥7 (25%), 40% of men were classified initially as being low risk; and 30% were intermediate.
Although subgroups were small, it appears that high-risk groups (including those with PSA > 10) benefitted from RP. Furthermore, there was a trend for the intermediate risk patients to benefit from RP as well. The small number of patients willing to enter the study, and the high rate of crossover (both initially and subsequently) demonstrates the difficulty of doing observation trials in the United States.
Although there is early data that may suggest that some patients with intermediate risk prostate cancer could potentially be considered for active surveillance (AS) (Gleason Score 3+4 = 7, PSA < 10), the NCCN and other mainstream groups still do not recommend this approach, with the NCCN stating, “Active surveillance of intermediate and high-risk clinically localized cancers is not recommended in patients with life expectancy ≥10 years as a category 1 recommendation. The shortcomings in the current system have driven the development of emerging biomarker-based tools for assessing risk.
ProMark® Test
Test Description
ProMark® is a biopsy-based prostate cancer prognostic test that utilizes an automated, quantitative protein-based multiplex immunofluorescent in situ imaging platform to evaluate standard formalin-fixed, paraffin-embedded (FFPE) prostate tissue to differentiate indolent from aggressive prostate cancer.1,6,7 The assay measures the signal intensity of 8 protein biomarkers (i.e., CUL2, DERL1, FUS, HSPA9, PDSS2, pS6, SMAD4 and YBX1) in tumor and benign prostate glands on FFPE biopsy tissue sections to generate an algorithmically derived risk score indicating the likelihood of having high-risk disease. Unlike deoxyribonucleic acid (DNA)/ribonucleic Acid (RNA)-based tests that require biopsy tissue to be homogenized prior to analysis, ProMark® technology allows for analysis of proteins directly from the cancerous regions of interest. The test has shown the ability to predict prostate cancer aggressiveness regardless from which region the prostate biopsy was taken, a key feature and benefit given the considerable heterogeneity that exists in biopsied tissue.6
Test Development and Performance
ProMark® was validated through a series of studies from initial proof of concept to final marker lock-down and validation trials involving more than 1200 patients in a 3-phase program.
The assay development study was a non-interventional and retrospective study devised to define the best marker subset from those candidate proteins previously shown to correlate with both prostate pathology aggressiveness and lethal outcome. The study goal was to define a model able to distinguish between prostate pathology usually recommended for active surveillance (“GS 6”; surgical Gleason 3+3 and ≤T3a) versus those more likely to require prostatectomy (“non-GS 6”; surgical Gleason ≥3+4 or non-localized >T3a or N or M). This GS 6 versus non-GS 6 definition was based on studies showing that tumors with surgical Gleason 3+3 at prostatectomy do not metastasize. A logistic regression model was trained on the training set, and risk scores were obtained for samples in both the training and testing sets. The final marker coefficients were used in a logistic regression model for calculation of the risk score, a continuous scale from 0 to 1, which estimated the likelihood of "non-GS6" pathology.
The validation study cohort (N=276) was separate and independent from the assay development cohort, and comprised biopsy samples with matched prostatectomy specimens. It was a non-interventional, blinded, prospectively designed, retrospectively collected clinical study to predict prostate pathology on its own and relative to current systems for patient risk categorization. A risk score was generated for each sample. Inclusion criteria were biopsies with a centralized Gleason score 3+3 or 3+4 (biopsies with discordant grading by two expert pathologists of 3+4 and 4+3 were included as well), and matched prostatectomy with pathologic TNM staging, PSA level, and resulting surgical Gleason score. Central review was performed on biopsies, whereas for prostatectomies the investigators relied on the original pathology annotation, due to practical challenges in accessing all the different locations where these had been conducted; however, all prostatectomy pathology annotation was done according to International Society of Urological Pathology (ISUP) classification. Matched prostatectomy samples with annotated surgical Gleason scores ultimately classified the tumor as "favorable" or "non-favorable" for the purposes of evaluating assay results. Sample sizes were statistically designed, with power greater than 95% for both cohorts. Receiver operating characteristics (ROCs) and corresponding area under the curves (AUC) determined for the 8-biomarker risk score quantitatively evaluated performance of the assay.
Favorable (Gleason ≤3+4 and organ-confined disease (≤T2)) versus non-favorable (Gleason ≥4+3 or non-organ-confined disease (T3a, T3b, N, or M)) pathology were co-primary endpoints in the validation study. The other co-primary endpoints were “GS6” pathology (Gleason 3+3 and localized disease (≤T3a)) versus “non-GS 6” pathology (Gleason ≥3+4 or non-localized disease (T3b, N, or M)). The analysis for “favorable” pathology yielded an AUC of 0.68 with 95% CI, 0.61-0.74. The associated P value was <0.0001, with an OR for risk score of 20.9 per unit change. “GS 6” pathology yielded an AUC of 0.65 with 95% CI, 0.58-0.72. The associated P value was <0.0001, with an OR for risk score of 12.6 per unit change.
The intended use of ProMark® is to categorize a patient to favorable versus non-favorable disease pathology based on his risk score on the specificity curve (not provided). The positive predictive value (PPV) for favorable pathology, at a risk score of ≤0.33, was 83.6% (specificity, 90%). Conversely, at a risk score of >0.80, 76.9% had non-favorable disease (i.e., only 23.1% of patients in the high-risk score category had favorable disease). This translates to 39% of patients in this study population having risk scores ≤0.33 or >0.8, of which 81% were correctly identified by ProMark. Of patients with intermediate risk scores (0.33< risk score ≤0.8), 58.3% had favorable disease. The PPV of ProMark® was also compared with those of the NCCN and D’Amico risk categories. The PPV for favorable pathology, at a risk score of ≤0.33, was 75% for patients in the NCCN intermediate-risk category; 81.5% for NCCN low-risk patients, and 95% for NCCN very low-risk, with an overall PPV for favorable pathology of 85%. This contrasts favorably with the PPVs obtained for the NCCN risk categories alone, which were 40.9% for intermediate risk, 63.8% for low-risk, and 80.3% for very low-risk.
These findings suggest that the ProMark® risk score provides additional confidence that a patient categorized to the NCCN very low-risk group indeed has a favorable pathology based on his biopsy from 80.3% to 95%. Conversely, the predictive value for non-favorable pathology was 76.9% at a risk score >0.8, but reached 100% at a risk score cutoff point of >0.9. For all NCCN and D'Amico risk categories, a higher ProMark® risk score correlated with decreased frequency of favorable cases.