| Literature DB >> 33301015 |
Sagar A Patel1, Subir Goyal2, Yuan Liu2,3, Drew Moghanaki1, Pretesh R Patel1, Sheela Hanasoge1, Vishal R Dhere1, Jay W Shelton1, Karen D Godette1, Ashesh B Jani1, Bruce Hershatter1, Benjamin W Fischer-Valuck1.
Abstract
Importance: Long-term control of node-positive (N1) prostate cancer, the incidence of which is increasing, is obtainable with aggressive treatment, and definitive external beam radiation therapy (EBRT) with long-term androgen deprivation therapy (ADT) is an increasingly preferred option. Caring for these patients is complex and may require resources more readily available at high-volume centers. Objective: To evaluate the association between radiation facility case volume and overall survival (OS) in men with N1 prostate cancer. Design, Setting, and Participants: This cohort study included 1899 men diagnosed with T1N1M0 to T4N1M0 prostate cancer treated with curative-intent EBRT and ADT between January 2004 and December 2016 at US facilities reporting to the National Cancer Database. Data analysis was performed from March to June 2020. Exposures: Treatment at a center with high vs low average cumulative facility volume (ACFV), defined as the total number of prostate radiation cases at an individual patient's treatment facility from 2004 until the year of that patient's diagnosis. Main Outcomes and Measures: OS was assessed between high- vs low-ACFV centers using the Kaplan-Meier method with and without propensity score-based weighted adjustment and multivariable Cox proportional hazards. The nonlinear association between continuous ACFV and OS was examined through a Martingale residual plot, and the optimal ACFV cutoff point that maximized the separation between high vs low ACFV was identified via a bias adjusted log rank test.Entities:
Year: 2020 PMID: 33301015 PMCID: PMC7729429 DOI: 10.1001/jamanetworkopen.2020.25143
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Figure 1. Flow Diagram of Inclusion and Exclusion Criteria
PSA indicates prostate-specific antigen.
Univariate Association With Average Cumulative Facility Volume
| Characteristic | No. (%), by average cumulative facility volume | Parametric | |
|---|---|---|---|
| Low (n = 1114) | High (n = 785) | ||
| Facility type | |||
| Nonacademic or research program | 775 (69.6) | 370 (47.1) | <.001 |
| Academic or research program | 339 (30.4) | 415 (52.9) | |
| Age at diagnosis, y | |||
| ≤65 | 561 (50.4) | 381 (48.5) | .43 |
| >65 | 553 (49.6) | 404 (51.5) | |
| Race | |||
| White | 876 (78.6) | 615 (78.3) | .97 |
| Black | 191 (17.1) | 135 (17.2) | |
| Other | 47 (4.2) | 35 (4.5) | |
| Primary payer | |||
| Other government, not insured, or unknown | 148 (13.3) | 65 (8.3) | .001 |
| Private | 445 (39.9) | 357 (45.5) | |
| Medicare | 521 (46.8) | 363 (46.2) | |
| Median income quartiles, 2008-2012, $ | |||
| ≥68 000 | 308 (27.8) | 333 (42.9) | <.001 |
| 48 000-67 999 | 312 (28.2) | 195 (25.1) | |
| 38 000-47 999 | 298 (26.9) | 138 (17.8) | |
| <38 000 | 190 (17.1) | 111 (14.3) | |
| Residents without high school degree, 2008-2012, % | |||
| <7.0 | 267 (24.1) | 234 (30.0) | .004 |
| 7.0-12.9 | 366 (33) | 259 (33.2) | |
| 13.0-20.9 | 275 (24.8) | 183 (23.5) | |
| ≥21 | 201 (18.1) | 103 (13.2) | |
| Charlson-Deyo score | |||
| 0 | 935 (83.9) | 656 (83.6) | .38 |
| 1 | 140 (12.6) | 109 (13.9) | |
| ≥2 | 39 (3.5) | 20 (2.5) | |
| AJCC clinical T stage | |||
| 1 | 257 (23.1) | 169 (21.5) | .39 |
| 2 | 367 (32.9) | 246 (31.3) | |
| 3-4 | 490 (44) | 370 (47.1) | |
| Gleason score | |||
| 6-7 | 282 (25.3) | 151 (19.2) | .002 |
| 8-10 | 832 (74.7) | 634 (80.8) | |
| PSA level, ng/mL | |||
| <10 | 307 (27.6) | 242 (30.8) | .26 |
| 10-20 | 268 (24.1) | 188 (23.9) | |
| >20 | 539 (48.4) | 355 (45.2) | |
| Regional with boost radiation dose, Gy | |||
| Median (IQR) [minimum] | 77.4 (75.6-79.2) [60.0] | 77.4 (75.6-79.2) [60.0] | .58 |
| Total radiation dose, Gy | |||
| <74 | 228 (20.5) | 125 (15.9) | .01 |
| ≥74 | 886 (79.5) | 660 (84.1) | |
| Year of diagnosis | |||
| 2004-2008 | 303 (27.2) | 219 (27.9) | .72 |
| 2009-2011 | 270 (24.2) | 192 (24.5) | |
| 2012-2014 | 362 (32.5) | 263 (33.5) | |
| 2015 | 179 (16.1) | 111 (14.1) | |
| Great circle distance, mi | |||
| 0.2-4.9 | 300 (27.1) | 184 (23.5) | .046 |
| 5.0-10.5 | 276 (24.9) | 191 (24.4) | |
| 10.6-24.3 | 281 (25.3) | 187 (23.9) | |
| 24.4-1856.8 | 252 (22.7) | 220 (28.1) | |
Abbreviations: AJCC, American Joint Committee on Cancer; IQR, interquartile range; PSA, prostate-specific antigen level.
SI conversion factor: To convert PSA level to micrograms per liter, multiply by 1.0.
The parametric P value is calculated by analysis of variance for numerical covariates and the χ2 test for categorical covariates.
Figure 2. Overall Survival
Multivariable Analysis Cox Proportional Hazard Model for OS
| Characteristic | OS | ||
|---|---|---|---|
| HR (95% CI) | |||
| HR | Overall | ||
| Average cumulative facility volume | |||
| Low | 1.22 (1.02-1.46) | .03 | .03 |
| High | 1 [Reference] | NA | |
| Primary payer | |||
| Other government, not insured, or unknown | 0.62 (0.45-0.85) | .003 | <.001 |
| Private | 0.67 (0.56-0.80) | <.001 | |
| Medicare | 1 [Reference] | NA | |
| Facility type | |||
| Nonacademic or research program | 1.23 (1.02-1.48) | .03 | .03 |
| Academic or research program | 1 [Reference] | NA | |
| Charlson-Deyo Score | |||
| 0 | 0.45 (0.30-0.68) | <.001 | <.001 |
| 1 | 0.62 (0.39-0.97) | .04 | |
| ≥2 | 1 [Reference] | NA | |
| AJCC clinical T stage | |||
| 1 | 0.73 (0.58-0.92) | .007 | .001 |
| 2 | 0.73 (0.61-0.89) | .002 | |
| 3-4 | 1 [Reference] | NA | |
| Gleason score | |||
| 6-7 | 0.67 (0.54-0.83) | <.001 | <.001 |
| 8-10 | 1 [Reference] | NA | |
Abbreviations: AJCC, American Joint Committee on Cancer; HR, hazard ratio; NA, not applicable; OS, overall survival.
A total of 1899 observations were in the original data set and used in this analysis. Backward selection with an α < .05 was used. The following variables were removed from the model: age at diagnosis, median income quartiles, residents with no high school degree, prostate-specific antigen levels, race, and total radiation dose (ie, <74 vs ≥74 Gy).
Multivariable Analysis With OS in Weighted Sample
| Characteristic | OS | ||
|---|---|---|---|
| HR (95% CI) | |||
| HR | Overall | ||
| Average cumulative facility volume | |||
| Low | 1.20 (1.01-1.43) | .04 | .04 |
| High | 1 [Reference] | NA | |
| Age at diagnosis, y | |||
| ≤65 | 0.69 (0.58-0.82) | <.001 | <.001 |
| >65 | 1 [Reference] | NA | |
| Median income quartiles, 2008-2012, $ | |||
| ≥68 000 | 1.02 (0.78-1.34) | .86 | .02 |
| 48 000-67 999 | 1.18 (0.90-1.55) | .23 | |
| 38 000-47 999 | 1.42 (1.08-1.86) | .01 | |
| <38 000 | 1 [Reference] | NA | |
| Charlson-Deyo score | |||
| 0 | 0.41 (0.28-0.62) | <.001 | <.001 |
| 1 | 0.58 (0.37-0.91) | .02 | |
| ≥2 | 1 [Reference] | NA | |
| AJCC clinical T stage | |||
| 1 | 0.77 (0.62-0.98) | .03 | .01 |
| 2 | 0.76 (0.63-0.92) | .006 | |
| 3-4 | 1 [Reference] | NA | |
| Gleason score | |||
| 6-7 | 0.67 (0.55-0.83) | <.001 | <.001 |
| 8-10 | 1 [Reference] | NA | |
Abbreviations: AJCC, American Joint Committee on Cancer; HR, hazard ratio; NA, not applicable; OS, overall survival.
A total of 1885 were in the data set and used in this analysis Backward selection with an α < .05 was used. The following variables were removed from the model: great circle distance, facility type, primary payer, residents with no high school degree, prostate-specific antigen level, race, year of diagnosis, and total radiation dose (ie, <74 vs ≥74 Gy).