Stent-Assisted Angioplasty (SAA) at the Level of the Common Femoral Artery Bifurcation: Long-Term Outcomes.

BACKGROUND: The objective of this retrospective single-center study was to report the initial and the long-term outcome after stent-assisted angioplasty of occlusive disease at the common femoral artery. MATERIALS AND METHODS: Between 1995 and 2015, 94 limbs in 79 consecutive patients (54 men; mean age 70 ± 8.6 years) underwent angioplasty with self-expanding stent implantation in 94 common femoral arteries. Critical limb ischemia was present in 15 limbs (16%); the other patients had claudication. RESULTS: Technical success was 99%. Complications occurred in 5/94 interventions (5.3%): puncture site hematomas (2), arteriovenous fistula (1), cholesterol embolism (1), and dissection of the access site artery (1). The intervention was outpatient-based in 98%. Median follow-up was 53 months. Ankle-brachial index (ABI) rose from 0.71 ± 0.17 to 1.0 ± 0.2 (p < .001) immediately after the intervention and was 1.03 ± 0.2 after 1 year and 0.96 ± 0.21 at the last follow-up visit (p < .001 compared to pre-interventional ABI). During follow-up, restenosis was found in 23/94 limbs (25%); 15 limbs were treated by angioplasty, 3 by surgery, and 5 conservatively. One limb was amputated below the knee 6 months after stent-assisted angioplasty (SAA). Death rate during follow-up was 35/79 patients (44%). CONCLUSIONS: SAA of the CFA resulted in high immediate success and a low complication rate. Restenosis rate was moderate, and target lesions could easily be retreated by angioplasty. The main hazard was not restenosis, but death during follow-up.

Accuracy and consistency of anti-Xa activity measurement for determination of rivaroxaban plasma levels.

Essentials Accurate determination of anticoagulant plasma concentration is important in clinical practice. We studied the accuracy and consistency of anti-Xa assays for rivaroxaban in a multicentre study. In a range between 50 and 200 µg L-1 , anti-Xa activity correlated well with plasma concentrations. The clinical value might be limited by overestimation and intra- and inter-individual variation. SUMMARY: Background Determining the plasma level of direct oral anticoagulants reliably is important in the work-up of complex clinical situations. Objectives To study the accuracy and consistency of anti-Xa assays for rivaroxaban plasma concentration in a prospective, multicenter evaluation study employing different reagents and analytical platforms. Methods Rivaroxaban 20 mg was administered once daily to 20 healthy volunteers and blood samples were taken at peak and trough levels (clinicaltrials.gov NCT01710267). Anti-Xa activity was determined in 10 major laboratories using different reagents and analyzers; corresponding rivaroxaban plasma concentrations were measured by high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS). Findings Overall Pearson's correlation coefficient of anti-Xa levels and HPLC-MS results was 0.99 for Biophen® Heparin (95% CI, 0.99, 0.99), Biophen® DiXaI (95% CI, 0.99, 0.99) and STA® anti-Xa liquid (95% CI, 0.99, 1.00). Correlation was lower in rivaroxaban concentrations below 50 µg L-1 and above 200 µg L-1 . The overall bias of the Bland-Altman difference plot was 14.7 µg L-1 for Biophen Heparin, 17.9 µg L-1 for Biophen DiXal and 19.0 µg L-1 for STA anti-Xa liquid. Agreement between laboratories was high at peak level but limited at trough level. Conclusions Anti-Xa activity correlated well with rivaroxaban plasma concentrations, especially in a range between 50 and 200 µg L-1 . However, anti-Xa assays systematically overestimated rivaroxaban concentration as compared with HPLC-MS, particularly at higher concentrations. This overestimation, coupled with an apparent interindividual variation, might affect the interpretation of results in some situations.

Effect of a single, oral, high-dose vitamin D supplementation on endothelial function in patients with peripheral arterial disease: a randomised controlled pilot study.

OBJECTIVE: Apart from its role in bone metabolism, vitamin D may also influence cardiovascular disease. The objective of this study was: (1) to determine the effect of a single, oral, high-dose vitamin D supplementation on endothelial function and arterial stiffness in patients with peripheral arterial disease (PAD) and (2) to investigate the impact of this supplementation on coagulation and inflammation parameters. METHODS: In this double-blind, placebo-controlled, interventional pilot study, we screened 76 Caucasian patients with PAD for vitamin D deficiency. Sixty-two were randomised to receive a single, oral supplementation of 100,000 IU vitamin D3 or placebo. At baseline and after 1 month, we measured serum vitamin D and parathormone levels, and surrogate parameters for cardiovascular disease. RESULTS: Sixty-five of 76 patients (86%) had low 25-hydroxyvitamin D levels (<30 ng ml(-1)); of those, 62 agreed to participate in the study. At baseline, only parathormone was related to vitamin D. In supplemented patients, vitamin D levels increased from 16.3 ± 6.7 to 24.3 ± 6.2 ng ml(-1) (P < 0.001), with wide variations between single patients; in the placebo group vitamin levels did not change. Seasonal factors accounted for a decrease of vitamin D levels by 8 ng ml(-1) between summer and winter. After 1 month, none of the measured parameters was influenced by vitamin substitution. CONCLUSION: In this pilot study, most patients with PAD were vitamin D deficient. Vitamin D supplementation increased serum 25-hydroxyvitamin D without influencing endothelial function, arterial stiffness, coagulation and inflammation parameters, although the study was underpowered for definite conclusions.

Rivaroxaban: Quantification by anti-FXa assay and influence on coagulation tests: a study in 9 Swiss laboratories.

INTRODUCTION: Rivaroxaban (RXA) is licensed for prophylaxis of venous thromboembolism after major orthopaedic surgery of the lower limbs. Currently, no test to quantify RXA in plasma has been validated in an inter-laboratory setting. Our study had three aims: to assess i) the feasibility of RXA quantification with a commercial anti-FXa assay, ii) its accuracy and precision in an inter-laboratory setting, and iii) the influence of 10mg of RXA on routine coagulation tests. METHODS: The same chromogenic anti-FXa assay (Hyphen BioMed) was used in all participating laboratories. RXA calibrators and sets of blinded probes (aim ii.) were prepared in vitro by spiking normal plasma. The precise RXA content was assessed by high-pressure liquid chromatography-tandem mass spectrometry. For ex-vivo studies (aim iii), plasma samples from 20 healthy volunteers taken before and 2 - 3hours after ingestion of 10mg of RXA were analyzed by participating laboratories. RESULTS: RXA can be assayed chromogenically. Among the participating laboratories, the mean accuracy and the mean coefficient of variation for precision of RXA quantification were 7.0% and 8.8%, respectively. Mean RXA concentration was 114±43µg/L .RXA significantly altered prothrombin time, activated partial thromboplastin time, factor analysis for intrinsic and extrinsic factors. Determinations of thrombin time, fibrinogen, FXIII and D-Dimer levels were not affected. CONCLUSIONS: RXA plasma levels can be quantified accurately and precisely by a chromogenic anti-FXa assay on different coagulometers in different laboratories. Ingestion of 10mg RXA results in significant alterations of both PT- and aPTT-based coagulation assays.

Individual dosage of digoxin in patients with heart failure.

BACKGROUND: After the publication of DIG trial, the therapeutic target of serum digoxin concentration (SDC) for the treatment of heart failure (HF) has been lowered (0.40-1.00 ng/ml). However, the majority of equations to calculate digoxin dosages were developed for higher SDCs. Recently, a new equation was validated in Asian population for low SDCs by Konishi et al., but results in Caucasians are unknown. AIM: This study was aimed to test the Konishi equation in Caucasians specifically targeting low SDCs. Furthermore, the Konishi equation was compared with other frequently used equations. DESIGN: This was a prospective, multicenter study. METHODS: Clinically indicated digoxin was given in 40 HF patients. The dosage was calculated with the Konishi equation. The SDC was measured at 1 and 6 months after starting digoxin. Adherence to digoxin was monitored with a specific questionnaire. RESULTS: After exclusion of patients admitting poor adherence, we found a reasonable correlation between predicted and measured SDC (r=0.48; P<0.01) by the Konishi equation. Excluding patients with poor adherence and relevant worsening of renal function, the measured SDC (n=54 measurements) was within the pre-defined therapeutic range in 95% of the cases. The mean, maximal and minimal measured SDC were 0.69±0.19, 1.00 and 0.32 ng/ml, respectively. The correlation was weaker for the Jelliffe, the Koup and Jusko, and the Bauman equations. CONCLUSION: This study supports the clinical validity of the Konishi equation for calculating individual digoxin dosage in Caucasians, targeting SDCs according to current HF guidelines.

Polyethylene glycol (molecular weight 400 DA) vehicle improves gene expression of adenovirus mediated gene therapy.

PURPOSE: A significant limitation of adenoviral mediated suicide gene therapy is poor gene distribution in vivo. The choice of vehicle has been demonstrated to affect the level of adenoviral delivered gene transduction. We examined the hypotheses that 1) adenovirus suspended in PEG400 improves gene expression in the naïve canine prostate model, 2) improved transgene expression with PEG400 results in improved tumor control and 3) vehicle affects the initial adenoviral spread from a single intratumor injection. MATERIALS AND METHODS: The magnitude and volume of gene expression were measured 24 hours following intraprostatic injection of adenovirus suspended in PEG400 (12.5% weight per volume) or saline as vehicle. Tumor growth delay was measured in mice bearing human tumor xenografts following the injection of adenovirus in PEG400 and saline. The initial spread of adenovirus was measured by confocal microscopy following a single injection of fluorescently labeled adenoviral particles in human tumor xenografts using each vehicle. RESULTS: Adenovirus suspended in PEG400 provided an average of twice the level of gene expression in the canine prostate and significantly better tumor control relative to saline in preclinical tumor models (p = 0.046 and 0.036, respectively). The initial spread of adenovirus with PEG400 was superior to that of adenovirus in saline and the latter was largely limited to the needle tract. CONCLUSIONS: Adenoviral gene therapy vectors suspended in PEG400 results in improved tumor control because of greater initial adenoviral spread, and the increased volume and magnitude of gene expression in vivo.

pT1 substaging in renal cell carcinoma: validation of the 2002 TNM staging modification of malignant renal epithelial tumors.

PURPOSE: Tumor size has been used as one of the criteria to stratify renal cell carcinoma (RCC) into different pathological stages (pT). The recent 2002 UICC/TNM classification of malignant epithelial renal tumors is modified to substratify pT1 RCC into pT1a (less than 4.0 cm) and pT1b (greater than 4.0 but less than 7.0 cm). In this study we ascertained if this stage modification has prognostic relevance. MATERIALS AND METHODS: A total of 259 consecutive radical nephrectomy specimens of organ confined RCC from 1970 to 1997 at 1 institution, including 153 of conventional RCC (CRCC), 71 of papillary RCC, 28 of chromophobe RCC, 1 of collecting duct carcinoma and 6 of RCC not otherwise specified, with a mean clinical followup of 7.5 years (median 6.4) were included in the study. RESULTS: There were 115 pT1a (44.4%), 95 pT1b (36.7%) and 49 pT2 tumors (18.9%). Disease recurrences (DR) and disease specific death occurred in 2 (1.7%) and 0 cases (0%) of pT1a, 7 (7.3%) and 5 (5.3%) of pT1b, and 16 (32.6%) and 12 (24.5%) of pT2. DR for pT1b was higher compared with pT1a (all histological subtypes RR 3.68), although this difference was not statistically significant (p = 0.106). If only CRCCs were analyzed, DR in the pT1b group was statistically higher compared with pT1a (RR 8.54, p = 0.047). Disease specific survival in pT1a could not be evaluated because no deaths occurred in this subgroup. DR and disease specific survival were significantly different between pT1b and pT2 tumors for all histological subtypes (RR 5.51, p = 0.001 and 5.49, p = 0.001) and for the CRCC subtype (RR 5.50, p = 0.001 and 5.18, p = 0.005, respectively). Using size as a continuous variable the logarithmic change in tumor size was a significant predictor of DR (RR 8.82, p = 0.001). All statistical analyses were adjusted for age and sex. CONCLUSIONS: Substaging RCC into pT1a and pT1b yields prognostically important information, validating the 2002 TNM modification for malignant renal epithelial malignancies. The substratification of pT1 is particularly useful in tumors with CRCC histology.

Homocysteine, vitamins and gene mutations in peripheral arterial disease.

A case-control study was undertaken involving 51 consecutive patients with peripheral artery obstructive disease (PAOD) scheduled for angioplasty. Blood samples of these patients were analysed for plasma homocysteine (tHcy) and levels of vitamin B12 and folate, and the MTHFR gene was assessed for mutation. Patients were compared with age- and sex-matched controls who did not present with cardiovascular risk factors. Mean tHcy did not differ between cases and controls (13.3 +/- 5.7 and 12.6 +/- 4.9 micromol/l, P = 0.49). More patients were above the 95th percentile as determined from the data in the control group with an odds ratio (OR) that almost reached statistical significance [OR, 2.8; 95% confidence interval (CI), 0.9-8.7], but on separate analyses only female patients showed higher tHcy than female controls (15.6 versus 12.0 micromol/l, P = 0.05), with an odds ratio for tHcy above the 95th percentile of 10.5 (95% CI, 1.1-96.6). The TT genotype of the MTHFR gene was found in 24% of the patients and in 12% of the controls (OR, 2.3; 95% CI, 0.8-6.7). Our findings point to a modest association between tHcy and PAOD, with a difference between cases and controls restricted to the highest percentile in female patients. A weak but not significant association was also found for the TT genotype of the MTHFR gene.

Severe pulmonary hypertension: data from the Swiss Registry.

BACKGROUND: Severe pulmonary hypertension (PH) is a rare disease with a dismal prognosis if untreated. Progress in diagnosis and in the development of effective therapeutic options has created new interest in this pathology. There are, however, only limited data on the prevalence of severe PH unrelated to chronic left ventricular failure or COPD, on the associated conditions and on the parameters with a prognostic impact. With the aid of a retrospective registry we have collected data from 5 centres in Switzerland and attempted to answer the above questions. METHODS: Data on patients with PH from 4 university facilities (Zurich, Basle, Geneva and Lausanne) and one well-defined geographical area (Ticino) were retrospectively collected and analysed up to December 1999. Clinical and haemodynamic parameters and associated diseases were noted. We were also interested in the age distribution of the patients and the year of diagnosis of PH. RESULTS: We found 106 patients with severe PH (43 men, 63 women, median age 43 years); 79% were in NYHA class III or IV. There was a steep rise in diagnosis of PH after 1995. In 74% PH was either primary or associated with collagen vascular disease or thromboembolic disease. By the end of the observation period 30% of the patients had died. The best distinguishing parameters between surviving patients and those who eventually died were the 6-minute walking test (363 vs. 235 metres, p = 0.002), the NYHA class (II vs III/IV, p = 0.015), and mixed venous saturation (66.5 vs. 57.9%, p = 0.006). Therapy consisted of calcium antagonists in 18% and of (inhaled) prostanoids, chiefly iloprost, in 33%. Seven patients underwent lung transplantation. CONCLUSIONS: We conclude that PH is diagnosed more often as diagnostic and therapeutic options improve; that primary forms, and those associated with collagen vascular disease and with chronic venous thromboembolism, make up three-quarters of the aetiologies; and that the 6-minute walking test, the functional class and mixed venous saturation are the best prognostic parameters.

Luteinizing hormone-releasing hormone antagonists in prostate cancer.

Luteinizing hormone-releasing hormone (LHRH) antagonists work by directly inhibiting LHRH without any initial stimulation of the LHRH receptor. The physiologic response is a direct and rapid decrease in luteinizing hormone, follicle-stimulating hormone, and testosterone without any flare. Although there has been extensive basic-science work on these medications, practical shortcomings have limited clinical studies in prostate cancer. Many of these compounds induce significant histamine-mediated side effects, and until recently, no depot form existed. In 2 recent phase-3 studies comparing abarelix depot with leuprolide and with leuprolide plus bicalutamide, abarelix lowered serum testosterone more quickly. None of the 89 patients on leuprolide alone were castrate on day 8 as opposed to 72% of the 180 patients randomized to abarelix (P <0.001). Similarly, none of the combination group were castrate by day 8, whereas 68% of the abarelix patients were castrate (P <0.001). In addition, 82% of the patients treated with leuprolide and 86% of those given leuprolide/bicalutamide had testosterone surge, whereas none of the abarelix patients did (P <0.001 for both studies). Both phase 2 and phase 3 data show abarelix to be well tolerated. In conclusion, LHRH antagonists offer the physiologic response of orchiectomy without surgery. These medications are well tolerated and a depot form now exists. The expansion of indications for androgen deprivation, such as downsizing or intermittent therapy, could provide many opportunities for their use. Despite these encouraging advances, however, their routine use for advanced prostate cancer may depend on demonstration of a survival advantage in avoiding flare.

Nebulized prostacyclin (PGI2) in acute respiratory distress syndrome: impact of primary (pulmonary injury) and secondary (extrapulmonary injury) disease on gas exchange response.

OBJECTIVES: To examine the hypothesis that the response to inhaled prostacyclin (PGI2 on oxygenation and pulmonary hemodynamics may be related to different morphologic features that are supposed to be present in acute respiratory distress syndrome (ARDS) originating from pulmonary (primary ARDS [ARDS(PR)]) and from extrapulmonary disease (secondary ARDS [ARDS(SEC)]). DESIGN: Prospective, nonrandomized interventional study. SETTING: Multidisciplinary intensive care unit, secondary care center. PATIENTS: Fifteen consecutive, mechanically ventilated patients with ARDS and severe hypoxemia, defined as PaO2/FIO2 of <150 torr at the time of admission. INTERVENTIONS: After an initial stable period of at least 60 mins, patients received nebulized PGI2 in 15-min steps; the drug was titrated to find the dose with the best improvement of PaO2, starting with 2 ng/kg/min up to an allowed maximum dose of 40 ng/kg/min. MEASUREMENTS AND MAIN RESULTS: Blood gas, gas exchange, and hemodynamic measurements were performed at the following time points: a) baseline; b) during the optimal or maximum dose of PGI2; and c) 1 hr after withdrawal of the drug. Patients underwent a computed tomographic (CT) scan using a basal CT section to compute the mean CT numbers and the density histogram. Patients were considered responders to PGI2 if an increase in PaO2 of > or =7.5 torr or an increase in PaO2/FIO2 ratio of > or =10% occurred. For the group as a whole, mean pulmonary artery pressure decreased from 32 +/- 1 to 29 +/- 1 mm Hg during PGI2 nebulization, whereas pulmonary vascular resistance decreased 1 hr after withdrawal of nebulization from 177 +/- 18 to 153 +/- 16 dyne x sec/cm5; oxygenation did not change significantly. Eight patients responded to PGI2 nebulization on oxygenation (all were in the ARDS(SEC) subgroup), whereas seven did not (all but one were in the ARDS(PR) subgroup). Among the physiologic variables examined to assess any difference between the two ARDS groups at time of PGI2 nebulization, there was a significant difference concerning the mean CT density number, which was -445 +/- 22 Hounsfield Units in the ARDS(SEC) group and -258 +/- 16 Hounsfield Units in the ARDS(PR) group. In patients presenting with an ARDS(PR), PGI2 induced a reduction in PaO2/FIO2 and a reduction in PaO2 from 87 +/- 2 to 79 +/- 2 torr, whereas in patients with an ARDS(SEC) there was an increase in PaO2/FIO2 and in PaO2 from 76 +/- 4 to 84 +/- torr with a decrease in mean pulmonary artery pressure. CONCLUSIONS: Based on the data from this study, the clinical recognition of the two types of the syndrome together with the CT number frequency distribution analysis may be associated with a prediction of the PGI2 nebulization response on oxygenation.

Sarcomatoid differentiation in renal cell carcinoma: a study of 101 cases.

Sarcomatoid renal cell carcinoma is not a distinct histologic entity and represents high-grade transformation in different subtypes of renal cell carcinoma. It is not known whether any particular histologic type has a predilection for sarcomatoid change or whether the primary histologic type of renal carcinoma undergoing sarcomatoid change affects prognosis. Of 952 consecutively histologically subtyped renal cell carcinomas, the incidence of sarcomatoid differentiation was 8% in conventional (clear cell) renal carcinoma, 3% in papillary renal carcinoma, 9% in chromophobe renal carcinoma, 29% in collecting duct carcinoma, and 11% in unclassified renal cell carcinoma. One hundred one renal cell carcinomas with sarcomatoid change were studied, and clinicopathologic parameters were correlated with outcome. The mean age of patients was 60 years (range, 33-80 years), and the male-to-female ratio was 1.6:1. The median tumor size was 9.2 cm (range, 3-25 cm). The primary histologic subtype of the carcinoma component was conventional (clear cell) renal carcinoma in 80 cases, papillary renal carcinoma in eight, chromophobe renal carcinoma in seven, collecting duct carcinoma in two, and unclassified renal cell carcinoma in four. The sarcomatoid component resembled fibrosarcoma in 54 cases, malignant fibrous histiocytoma in 44, undifferentiated sarcoma (not otherwise specified) in three with focal rhabdomyosarcomatous component in two of them. The spindled elements accounted for 1% to 99% of the sampled tumor (median, 40%; mean 45%). The histologic grade of the spindled elements was intermediate to high in 92 cases and low in nine cases. Most cases were TNM stages III and IV (seven stage I, six stage II, 63 stage III, and 25 stage IV). Follow-up was available in 88 patients; 61 (69%) patients died of disease and had a median survival time of 19 months. Distant metastases, most frequently to the lungs, were documented in 51 (66%) of 77 patients who had available clinical information regarding distant metastasis. The disease-specific survival rate was 22% and 13% after 5 and 10 years, respectively, compared with a cohort of renal cell carcinomas without sarcomatoid change with a 5-and 10-year disease-specific survival of 79% and 76%, respectively. Kaplan-Meier survival analysis showed that tumors with high TNM stage (p = 0.0027), at least 50% sarcomatoid component (p = 0.0453), and angiolymphatic invasion (p = 0.0282) were associated with decreased survival rates. The primary histologic subtype of the carcinoma component and the type and grade of the sarcomatoid component did not affect survival. In a Cox proportional hazard regression model, TNM stage appeared to be the only significant variable in predicting outcome among renal cell carcinomas with sarcomatoid change (p = 0.018; risk ratio, 6.984 and 8.439). Compared with a cohort of renal cell carcinomas without sarcomatoid change, sarcomatoid tumors tended to present at a more advanced stage (p = 0.0001). Also, when adjusted for stage, necrosis, and tumor size, patients with tumors with sarcomatoid differentiation had a worse prognosis than did patients with tumors without sarcomatoid change (p = 0.0001). In conclusion, sarcomatoid change in renal cell carcinoma portends a worse prognosis. Because tumors with even a small component of sarcomatoid change may have an adverse outcome, this finding, when present, should be noted in the surgical pathology report.

Genetic adaptive neural network to predict biochemical failure after radical prostatectomy: a multi-institutional study.

BACKGROUND AND PURPOSE: Despite many new procedures, radical prostatectomy remains one of the commonest methods of treating clinically localized prostate cancer. Both from the physician's and the patient's point of view, it is important to have objective estimation of the likelihood of recurrence, which forms the foundation for treatment selection for an individual patient. Currently, it is difficult to predict the probability of biochemical recurrence (rising serum prostate specific antigen [PSA] concentration) in an individual patient, and approximately 30% of the patients do experience recurrence. Tools predicting the recurrence will be of immense practical utility in the treatment selection and planning follow up. We have utilized preoperative parameters through a computer based genetic adaptive neural network model to predict recurrence in such patients, which can help primary care physicians and urologists in making management recommendations. PATIENTS AND METHODS: Fourteen hundred patients who underwent radical prostatectomy at participating institutions form the subjects of this study. Demographic data such as age, race, preoperative PSA, systemic biopsy based staging and Gleason scores were used to construct a neural network model. This model simulated the functioning of a trained human mind and learned from the database. Once trained, it was used to predict the outcomes in new patients. RESULTS: The patients in this comprehensive database were representative of the average prostate cancer patients as seen in USA. Their mean age was 68.4 years, the mean PSA concentration before surgery was 11.6 ng/mL, and 67% patients had a Gleason sum of 5 to 7. The mean length of follow-up was 41.5 months. Eighty percent of the cancers were clinical stage T2 and 5% T3. In our series, 64% of patients had pathologically organ-confined cancer, 33% positive margins, and 14% had seminal vesicle invasion. Lymph node positive patients were not included in this series. Progression as judged by serum PSA was noted in 30.6%. With entry of a few routinely used parameters, the model could correctly predict recurrence in 76% of the patients in the validation set. The area under the curve was 0.831. The sensitivity was 85%, the specificity 74%, the positive predictive value 77%, and the negative predictive value of 83%. CONCLUSION: It was possible to predict PSA recurrence with a high accuracy (76%). Physicians desiring objective treatment counseling can use this model, and significant cost savings are anticipated because of appropriate treatment selection and patient-specific follow-up protocols. This technology can be extended to other treatments such as watchful waiting, external-beam radiation, and brachytherapy.