| Literature DB >> 31281431 |
Nigel P Murray1,2, Socrates Aedo1, Cynthia Fuentealba2, Eduardo Reyes3,4, Anibal Salazar2, Marco Antonio Lopez5, Simona Minzer5, Shenda Orrego5, Eghon Guzman5.
Abstract
INTRODUCTION: The Gleason score is a strong prognostic factor for treatment failure in pathologically organ-confined prostate cancer (pT2) treated by radical prostatectomy (RP). However, within each Gleason score, there is clinical heterogeneity with respect to treatment outcome, even in patients with the same pathological stage and prostate-specific antigen (PSA) at diagnosis. This may be due to minimal residual disease (MRD) remaining after surgery. We hypothesise that the sub-type of MRD determines the risk of and timing of treatment failure, is a biological classification, and may explain in part clinical heterogeneity. We present a study of pT2 patients treated with RP, the subtypes of MRD for each Gleason score and clinical outcomes. PATIENTS AND METHODS: Patients with Gleason ≤6 (G6) or Gleason 7 (G7) pT2 cancer participated in the study. One month after surgery, blood was taken for circulating prostate cell (CPCs); mononuclear cells were obtained by differential gel centrifugation and identified using immunocytochemistry with anti-PSA. The detection of one CPC/sample was defined as a positive test. Touch-preparations from bone-marrow biopsies were used to detect micro-metastasis using immunocytochemistry with anti-PSA. Biochemical failure was defined as a PSA >0.2 ng/mL. Patients were classified as: Group A MRD negative (CPC and micro-metastasis negative), Group B (only micro-metastasis positive) and Group C (CPC positive). Biochemical failure-free survival (BFFS) using Kaplan-Meier and time to failure using Restricted Mean Survival Time (RMST) after 10 years of follow-up were calculated for each group based on the Gleason score.Entities:
Keywords: biochemical failure; circulating tumour cells; micro-metastasis; minimal residual disease; prostate cancer
Year: 2019 PMID: 31281431 PMCID: PMC6605630 DOI: 10.3332/ecancer.2019.934
Source DB: PubMed Journal: Ecancermedicalscience ISSN: 1754-6605
Figure 1.CPC staining red for PSA.
Figure 2.Bone marrow micro-metastasis staining red for PSA.
Clinical-pathological features of the three prognostic groups for 249 men treated by RP for prostate cancer and follow-up time of 10 years for biochemical failure.
| Characteristic | Prognostic group | |||
|---|---|---|---|---|
| A | B | C | ||
| Age (years) | ||||
| PSA (ng/mL) | ||||
| Gleason Score | ||||
IQR = interquartile range; CPC = circulating prostate cell; mM = micro-metastasis; PSA = serum total prostate-specific antigen; ≤ = Equal or less than
Kruskal–Wallis test
Pearson’s chi-squared test
Figure 3.Observed survival (Kaplan–Meier) biochemical failure-free progression at 10 years by total cohort, prognostic groups and Gleason score of 7, on 249 men Treated by RP for prostate cancer.
Figure 4.Kaplan–Meier survival estimates for patients with Gleason 6 and Gleason 7 prostate cancer.
Comparing observed survival (Kaplan–Meier) versus predicted (Model FP) biochemical failure-free progression at 3, 5 and 10 years by three prognostic groups and Gleason score of 7 (≤ 6 and 7) on 249 men treated by RP for prostate cancer.
| Variable predictor | 3 years | 5 years | 10 years | |||||
|---|---|---|---|---|---|---|---|---|
| Survival | Average | Survival | Average | Survival observed[ | Average survival predicted[ | |||
| Prognostic | A | Gleason score 6 | 100 | 99.99 | 100 | 99.81 | 97.84 | 98.81 |
| Gleason score of 7 | 100 | 99.60 | 100 | 99.20 | NO | 97.95 | ||
| B | Gleason score 6 | 100 | 99.88 | 100 | 95.46 | 90.00 | 74.77 | |
| Gleason score of 7 | 100 | 93.17 | 100 | 86.77 | 63.47 | 69.70 | ||
| C | Gleason score 6 | 96.97 | 93.65 | 78.79 | 77.60 | 19.03 (7.01–35.50) | 21.81 | |
| Gleason score of 7 | 38.10 | 52.87 | 14.29 | 28.29 | 4.76 | 4.60 | ||
%: percentage; CI = confidence interval; ≤ = Equal or less than; NO = not observed
Observed survival = Kaplan–Meier Survival
Predicted Survival Model FP = average proportion of mean survival for a given group determined on Flexible Parametric (FP) survival model. The FP model incorporates: age (continuous variable), prognostic group B (dummy variable), prognostic group C (dummy variable) and Gleason score of 7 (dummy variable) with one degrees of freedom for the restricted cubic spline function used for the baseline hazard rate (DF1) and also, consider the dummy variables Gleason score of 7 as variable time-dependent effect using one degree of freedom for its fit in model (DFTVC1).
Figure 5.Kaplan–Meier survival estimates by prognostic groups at 10 years.
Figure 6.Kaplan–Meier survival estimates by prognostic group and Gleason score at 10 years.
RMST at 10 years for biochemical failure determined by using of curves Kaplan–Meier and FP survival model, on 249 men treated by RP for prostate cancer.
| Variable predictor | RMST | RMST | ||
|---|---|---|---|---|
| Prognostic Group | A | Gleason score 6 | 9.92 | 9.97 |
| Gleason of 7 | 8.42 | 9.91 | ||
| B | Gleason score 6 | 9.67 | 9.26 | |
| Gleason score of 7 | 9.42 | 8.62 | ||
| C | Gleason score 6 | 7.11 | 7.11 | |
| Gleason of 7 | 3.07 | 3.79 | ||
% = percentage; CI = confidence interval; ≤ = Equal or less than
The RMST is the area under the Kaplan–Meier survival curve, determined by the numerical integration
The RMST is the area under the FP survival model. The FP model incorporates: age (continuous variable), prognostic group B (dummy variable), prognostic group C (dummy variable) and Gleason score of 7 (dummy variable) with one degrees of freedom for the restricted cubic spline function used for the baseline hazard rate (DF1) and also consider the dummy variables Gleason score of 7 as variable time-dependent effect using one degree of freedom for its fit in model (DFTVC1)
Figure 7.Comparing Kaplan–Meier observed survival estimates versus FP Model predicted survival estimates for prognostic group.