health care improvement foundation - prostate …...pennsylvania and new jersey aimed at advancing...
TRANSCRIPT
Author's Accepted Manuscript
Utilization of Active Surveillance as Initial Management for Newly DiagnosedProstate Cancer: Data from the Pennsylvania Urologic Regional Collaborative
Mahesh Botejue , Daniel Abbott , John Danella , Claudette Fonshell , SergeGinzburg , Thomas J. Guzzo , Thomas Lanchoney , Bret Marlowe , Jay D. Raman ,Marc Smaldone , Jeffrey J. Tomaszewski , Edouard J. Trabulsi , Robert G. Uzzo ,Adam C. Reese
PII: S0022-5347(18)44027-XDOI: https://doi.org/10.1016/j.juro.2018.10.018Reference: JURO 15866
To appear in: The Journal of UrologyAccepted Date: 20 October 2018
Please cite this article as: Botejue M, Abbott D, Danella J, Fonshell C, Ginzburg S, Guzzo TJ,Lanchoney T, Marlowe B, Raman JD, Smaldone M, Tomaszewski JJ, Trabulsi EJ, Uzzo RG, ReeseAC, Utilization of Active Surveillance as Initial Management for Newly Diagnosed Prostate Cancer: Datafrom the Pennsylvania Urologic Regional Collaborative, The Journal of Urology® (2018), doi: https://doi.org/10.1016/j.juro.2018.10.018.
DISCLAIMER: This is a PDF file of an unedited manuscript that has been accepted for publication. As aservice to our subscribers we are providing this early version of the article. The paper will be copy editedand typeset, and proof will be reviewed before it is published in its final form. Please note that during theproduction process errors may be discovered which could affect the content, and all legal disclaimersthat apply to The Journal pertain.
Embargo Policy
All article content is under embargo until uncorrected proof of the article becomes availableonline.
We will provide journalists and editors with full-text copies of the articles in question prior to the embargodate so that stories can be adequately researched and written. The standard embargo time is12:01 AM ET on that date. Questions regarding embargo should be directed to [email protected].
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Utilization of Active Surveillance as Initial Management for Newly Diagnosed Prostate Cancer:
Data from the Pennsylvania Urologic Regional Collaborative
Mahesh Botejue1, Daniel Abbott
1, John Danella
2, Claudette Fonshell
3, Serge Ginzburg
4, Thomas
J. Guzzo5, Thomas Lanchoney
6, Bret Marlowe
3, Jay D. Raman
7, Marc Smaldone
8, Jeffrey J.
Tomaszewski9, Edouard J. Trabulsi
10, Robert G. Uzzo
8, Adam C. Reese
1
1The Lewis Katz School of Medicine at Temple University, Philadelphia, PA
2Geisinger Medical Center, Danville, PA
3The Health Care Improvement Foundation, Philadelphia, PA
4Einstein Healthcare Network, Philadelphia PA
5The University of Pennsylvania, Philadelphia, PA
6Urology Health Specialists, Bryn Mawr, PA
7Penn State Milton S. Hershey Medical Center, Hershey, PA
8Fox Chase Cancer Center, Philadelphia, PA
9Cooper University, Camden, NJ
10Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia PA
Running Head: Active surveillance in the Pennsylvania Urologic Regional Collaborative (PURC)
Key Words: active surveillance; expectant management; prostatic neoplasms; quality
improvement collaborative
Total Word Count: 2417
Abstract Word Count: 240
Tables: 4
Figures: 3
Address for Correspondence:
Adam C. Reese
Department of Urology
Temple University School of Medicine
3401 North Broad St., Suite 340
Philadelphia, PA 19140
Phone: 215-707-9122
Fax: 215-707-4758
E-mail: [email protected]
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Abstract
Purpose: We aimed to describe contemporary active surveillance (AS) utilization and variation
in a regional prostate cancer collaborative, and to identify demographic and disease-specific
factors associated with the use of AS for men with newly diagnosed prostate cancer.
Materials and Methods: We analyzed data from the Pennsylvania Urologic Regional
Collaborative (PURC), a cooperative effort of urology practices in Southeastern Pennsylvania
and New Jersey. Among men with newly diagnosed NCCN very low, low, or intermediate
prostate cancer, rates of AS were determined and compared among participating practices and
providers. Univariate and multivariable analyses were used to identify factors associated with
AS utilization.
Results: 1880 men met inclusion criteria. Of men with NCCN very-low or low risk prostate
cancer, 57.4% underwent active surveillance as initial management strategy. Increasing age
was significantly associated with AS utilization (p<0.001), whereas adverse clinicopathologic
variables were associated with decreased use of AS. Substantial variation in AS utilization was
observed among practices and providers.
Conclusions: Over 50% of men with low risk disease in the PURC collaborative were managed
with AS, however substantial variation in AS rates were observed among practices and
providers in both academic and community settings. Advanced age and favorable
clinicopathologic factors were strongly associated with the use of AS. Analysis of regional
collaboratives such as PURC may allow for the development of strategies to better standardize
treatment for men with prostate cancer and to offer AS in a more uniform and systematic
fashion.
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Introduction
In contemporary urologic practice, there is little doubt regarding the potential harms of
widespread PSA screening and resultant prostate cancer overdiagnosis and overtreatment.
Several decades of research now support active surveillance (AS) as a safe and effective
management strategy for men with low risk prostatic malignancies1, 2
, with the potential to
decrease patient morbidity caused by overtreatment of clinically indolent tumors. As such, AS
is now endorsed by most published guidelines as a preferred management strategy for men
with low risk disease3-5
, and several recent publications have shown an increase in AS utilization
in recent years6-8
.
Nonetheless, the utilization of AS is known to vary widely on both a national and regional level,
and even within individual urology practices.9-11
The reasons for this variation are likely
multifactorial, but likely are at least partially explained by variability in criteria used to identify
men eligible for AS, physician beliefs and biases regarding AS, and patient concerns for both
cancer control and preservation of quality of life.
In the current study, we analyzed a regional prostate cancer collaborative encompassing
multiple urology practices throughout Central and Southeastern Pennsylvania and Southern
New Jersey. The participating groups comprise both academic centers and community
urologists. We aimed to characterize AS utilization and to identify factors associated with the
use of AS within this collaborative. Such information may offer insight into the factors
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
underlying the regional and practice-level variation in the practice of AS, as well as provide
avenues to promote standardization of this management strategy.
Material and Methods
Patients
The Pennsylvania Urologic Regional Collaborative (PURC), founded in 2015, is a voluntary
cooperative effort of both academic and community urology practices in Southeastern
Pennsylvania and New Jersey aimed at advancing the quality of diagnosis and care for men with
prostate cancer. PURC was initially formed as a collaborative of 6 practices (Einstein Health
Network, Jefferson Urology Associates, Fox Chase Cancer Center, Temple University Hospital,
The University of Pennsylvania, and Urology Health Specialists) and expanded in November
2016 to add three additional practices (Geisinger Health System, MD Anderson at Cooper
University Hospital, and Penn State Milton S. Hershey Medical Center). The initial cohort of
PURC practices was composed primarily of large academic medical centers. PURC has
subsequently been open to all urology practices in the region, with participation largely
dependent on the interest of the individual practice. Currently, there are 117 providers who
manage men with prostate cancer across these 9 PURC practices.
PURC collects data on all men with prostate cancer managed at participating sites. At each
clinical site, data are collected by trained data abstractors via manual review of the electronic
medical record. Following a diagnosis of prostate cancer, data abstractors read all subsequent
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
clinic notes and only record initial management strategy once it has been documented by the
provider in the electronic medical record. Abstractors are trained to differentiate active
surveillance (with the potential for delayed definitive treatment) from watchful waiting, and
record these as separate management strategies in the PURC database. Periodic audits are
performed by the PURC coordinating center to ensure data accuracy.
With approval from the Institutional Review Board (IRB), as well as PURC, we retrospectively
identified all patients diagnosed with very-low, low, or intermediate risk prostate cancer, as
defined by the National Comprehensive Cancer Network (NCCN)5, between January 2015 and
November 2017. We excluded men in whom initial management strategy was unknown, or
those who were initially managed with primary androgen deprivation therapy or watchful
waiting.
For men meeting inclusion criteria, demographic (age, race/ethnicity) and clinicopathologic
variables (family history of prostate cancer, clinical T-stage, biopsy grade group, PSA, percent of
positive biopsy cores, and maximum percent biopsy core positive) were identified. Trained
data abstractors then determined the initial prostate cancer management strategy used in
these men via review of the electronic medical record, differentiating those who underwent
active surveillance from those undergoing definitive management strategies (radical
prostatectomy, external beam radiation therapy, brachytherapy, high intensity focused
ultrasound).
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Statistical Analysis
Univariate associations between demographic/ clinicopathologic variables and AS utilization
were determined using chi-squared analysis. Multivariable logistic regression was then used to
identify factors associated with AS utilization while controlling for potential confounders. We
also assessed trends in active surveillance utilization over time, with patients stratified by NCCN
disease risk. Finally we characterized variation by urology practice and by individual
practitioner in the percentage of patients undergoing AS as initial management strategy.
Statistical analyses were performed with STATA 14.1 (College Station, Texas).
Results
Utilization of Active Surveillance in the PURC Collaborative
A total of 2250 men with NCCN low and intermediate risk prostate cancer were identified from
PURC. Of these men, 337 were excluded due to lack of data on initial management strategy.
An additional 33 were excluded in whom initial management strategy was primary androgen
deprivation therapy (19 men) or watchful waiting (14 men). After exclusion, 1880 men
remained for analysis. Demographic and disease-specific variables for these men are shown in
table 1.
Table 2 shows the initial management strategy for men with newly diagnosed prostate cancer,
stratified by NCCN disease risk. Of men with NCCN very-low or low risk prostate cancer, 57.4%
underwent active surveillance as initial management strategy. There was a significant decrease
in the utilization of active surveillance as disease risk increased (p<0.001), with a corresponding
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
increase in the utilization of radical prostatectomy (p<0.001) and external beam radiation
therapy (p<0.001).
Univariate analysis of factors associated with AS utilization are shown in table 3. Increasing age
was significantly associated with increased utilization AS (p<0.001). For all clinicopathologic
factors analyzed, more advanced disease parameters were significantly associated with
decreased AS utilization. The use of active surveillance did not differ significantly by race
(p=0.18).
Results of a multivariable logistic regression analysis of factor associated with AS utilization are
shown in table 4. This analysis confirmed the results of the univariate analysis whereby
increasing age was significantly associated with increased AS utilization and significant inverse
associations between adverse clinicopathologic factors and the utilization of AS.
Figure 1 shows time trends in AS utilization over time in PURC since the initiation of the PURC
collaborative. In general, there has been trend towards a modest increase in AS utilization over
the time period of interest.
Variation in Active Surveillance Utilization by Urology Practice and Individual Practitioner
Figures 2a-c show practice-level variation in AS utilization, with patients stratified by disease
risk. There was substantial variation in AS rates among various practices, particularly in the
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
management of men with NCCN very-low and low risk disease, where AS rates by practice
varied from 30.3% to 86.0%.
Figures 3a-c show variation in AS utilization among individual practitioners. There was marked
variation in AS rates among practitioners. AS rates varied by practitioner from 6.4% to 68.0%
for men with NCCN ≤ intermediate risk disease, from 10.0% to 100% for men with NCCN ≤ low
risk disease, and from 20.0% to 100% for men with NCCN very-low risk disease.
Discussion
In the current analysis of the Pennsylvania Urologic Regional Collaborative (PURC), a regional
prostate cancer collaborative of academic and private urology practices, we observed relatively
high rates of AS in the initial management of prostate cancer. Of men with newly-diagnosed
NCCN very-low or low risk prostate cancer, 57.4% chose AS as initial management strategy.
Furthermore, since initiation of the PURC collaborative in early 2015, we noted a modest
increase in the percentage of low risk patients managed with active surveillance over time.
These data add to a growing body of literature showing an increasing acceptance of active
surveillance as a preferred management strategy for men with low risk prostate cancer across
the United States. A prior analysis of the Michigan Urologic Surgery Collaborative (MUSIC)
found that 49% of men with low risk prostate cancer, as defined by D’Amico criteria12
, were
managed with AS in the state of Michigan.13
A study of CAPSURE, a registry of primarily
community-based U.S. urology practices, reported a 40% AS rate among men with low-risk
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
disease as defined by the Cancer of the Prostate Risk Assessment Score (CAPRA).6, 14
More
recently, data from the Veterans Administration found that 48% of men with low risk disease
were managed conservatively.15
Cumulatively, these studies describe relatively high AS
utilization among diverse practice settings and geographically distant patient populations in the
United States. Although the AS rates reported in these prior studies is slightly lower than the
57% AS rate identified in PURC, AS utilization appears to be increasing with time and therefore
contemporary AS rates are likely to be comparable across these diverse patient populations.
We found markers of disease risk at diagnosis, including serum PSA, biopsy Gleason score, and
the volume of disease on prostate biopsy, to be strongly associated with AS utilization as initial
management strategy. This finding was not surprising, as these disease-specific variables are
known to predict the risk of adverse pathology after radical prostatectomy, and therefore have
been incorporated into various AS eligibility criteria that have been proposed to identify
potential AS candidates.16-22
Likewise, advanced patient age was associated with increased use
of AS, likely due to concerns for competing comorbidities in older patients.
Our analysis did not identify a significant association between race and the adoption of AS.
Specifically, AS utilization in African American men was comparable to that of Caucasians. This
observation is noteworthy, as others have suggested that AS may carry an increased risk in
African American men compared to Caucasians.23
These concerns are largely based on prior
studies reporting a higher incidence of advanced or high-grade disease in African American men
at radical prostatectomy, even among those suspected to be low risk at diagnosis.24
A more
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
recent study, however, failed to confirm these findings and there is a paucity of data
characterizing long-term outcomes of AS in minority populations.25
Despite these potential
concerns regarding AS in minority populations, our findings suggest that patient race does not
strongly influence the decision to pursue AS in our region.
Similar to prior analyses9, we noted significant variation in AS rates among low risk patients on
the both the practice and provider level. Among the practices analyzed, AS rates for NCCN very
low and low risk patient ranged from 30% to 86%. For individual providers managing at least 10
such patients, AS rates ranged from 10% to 100%. In order to address this marked variation, it
is first necessary to characterize the factors underlying these disparate AS rates, which are likely
explained by a combination of provider- and patient-related factors. For providers, it has been
hypothesized that concerns regarding the safety of AS, financial incentives associated with
definitive treatment, and personal and institutional biases have hindered the uptake of active
surveillance in the past. Patients deciding on initial management strategy must weigh a
number of factors including cancer control rates, implications of various treatment modalities
on quality of life, frequency and necessity of follow up visits, and financial considerations, all of
which may factor in to their decision whether to pursue AS.
We are hopeful that interventions specifically targeted to providers with low AS rates may
increase the overall utilization of AS across our region and decrease the observed variability
among providers. To date, PURC has not developed specific guidelines regarding the practice of
active surveillance. In the near future, however, we plan to develop more explicit protocols to
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
help providers identify appropriate AS candidates and employ effective surveillance protocols.
Additionally, development of educational materials describing the long-term safety of AS may
increase patient acceptance of surveillance as a management strategy. Although the optimal
strategies to increase acceptance of AS remain unclear, we feel that collaborative efforts such
as PURC can help to better characterize the factors underlying variation in AS utilization and
develop specific strategies to offer AS in a more uniform and systematic fashion.
It should be noted that the factors predictive of adoption of AS in this study are factors that
providers within our region feel are important in differentiating men with low risk disease who
can safely pursue AS from those with higher-risk tumors that may be better served by definitive
treatment. This study does not suggest that these are the optimal factors to determined AS
eligibility. Various AS eligibility criteria have been proposed previously, which vary in their
stringency and therefore have implications on the percentage of men who would be considered
candidates for AS at the time of diagnosis.16-22
Further work is needed to identify the optimal
AS eligibility criteria, which ideally would offer AS to the maximum number of patients with
clinically indolent tumors while accurately excluding those with higher-risk disease in whom AS
may not be safe. Future analyses of large collaborative datasets such as PURC may be valuable
in defining the optimal AS eligibility criteria to achieve these goals.
There are several factors specific to PURC that may limit the generalizability of our findings.
First, these data reflect AS practice patterns in Central and Southeastern Pennsylvania and New
Jersey, and these results may not be generalizable to other regions. Second, PURC is primarily
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
composed of academic medical centers, with the exception of one large urology group practice,
and therefore these results may not accurately reflect the practice of community-based
urologists in our region. Third, all providers within PURC are trained urologists, and therefore
these data may not reflect the practice of radiation or medical oncologists within our region.
Finally, several centers within PURC employ high volume surgeons, to whom patients are
referred specifically for surgery after deciding on a management strategy with their local
urologist. Such a referral practice will suppress AS rates among specific providers and their
institutions, and may explain some of the variation observed in this study.
There are additional limitations to the current study. We were unable to assess patient-related
factors underlying the decision whether or not to pursue active surveillance, and further
characterization of these factors will be important for future research efforts. Finally, imaging
and genomics data may play a role in determining initial management strategy, however we did
not include these data in our analysis as these tests are not employed uniformly across the
practices in our region.
Conclusions
We observed reasonably high rates of AS as the initial management strategy for men with
newly-diagnosed NCCN very-low and low risk prostate cancer in a regional collaborative.
Receipt of AS appears to be primarily driven by patient age and disease-specific factors
associated with disease risk at the time of diagnosis. Significant variation in the utilization of AS
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
exists within our region, and future efforts should focus on strategies to deploy AS in a more
uniform and systematic fashion.
Acknowledgment
Pennsylvania Urologic Regional Collaborative (PURC), managed by Health Care Improvement
Foundation (HCIF), is a quality improvement initiative in Pennsylvania that brings urology
practices together for a physician-led, data-driven collaborative aimed at improving prostate
cancer care. HCIF is an independent non-profit organization that leads healthcare initiatives
aimed at improving the safety, outcomes and care experiences of all patients. HCIF has
operated as an independent 501(c)3 organization since 2003. PURC is funded through the
Partnership for Patient Care (PPC) program, a collaboration with Independence Blue Cross and
the region’s hospitals, and participating PURC practices.
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
References
1. Klotz, L., Vesprini, D., Sethukavalan, P. et al.: Long-term follow-up of a large active
surveillance cohort of patients with prostate cancer. J Clin Oncol, 33: 272, 2015
2. Scott, E., Mamawala, M., Epstein, J. I. et al.: Intermediate and longer-term outcomes
from a prospective active-surveillance program for favorable-risk prostate cancer.
Tosoian JJ, Mamawala M, Epstein JI, Landis P, Wolf S, Trock BJ, Carter HB.J Clin Oncol.
2015 Oct 20;33(30):3379-85. [Epub 2015 Aug 31]. doi: 10.1200/JCO.2015.62.5764. Urol
Oncol, 35: 121, 2017
3. Mottet, N., Bellmunt, J., Bolla, M. et al.: EAU-ESTRO-SIOG Guidelines on Prostate Cancer.
Part 1: Screening, Diagnosis, and Local Treatment with Curative Intent. Eur Urol, 71: 618,
2017
4. Sanda, M. G., Cadeddu, J. A., Kirkby, E. et al.: Clinically Localized Prostate Cancer:
AUA/ASTRO/SUO Guideline. Part I: Risk Stratification, Shared Decision Making, and Care
Options. J Urol, 2017
5. Network, N. C. C.: Prostate Cancer (version 2.2018), 2018
6. Cooperberg, M. R., Carroll, P. R.: Trends in Management for Patients With Localized
Prostate Cancer, 1990-2013. JAMA, 314: 80, 2015
7. Filson, C. P., Schroeck, F. R., Ye, Z. et al.: Variation in use of active surveillance among
men undergoing expectant treatment for early stage prostate cancer. J Urol, 192: 75,
2014
8. Richard, P. O., Alibhai, S. M., Panzarella, T. et al.: The uptake of active surveillance for
the management of prostate cancer: A population-based analysis. Can Urol Assoc J, 10:
E342, 2016
9. Auffenberg, G. B., Lane, B. R., Linsell, S. et al.: Practice- vs Physician-Level Variation in
Use of Active Surveillance for Men With Low-Risk Prostate Cancer: Implications for
Collaborative Quality Improvement. JAMA Surg, 152: 978, 2017
10. Hoffman, K. E., Niu, J., Shen, Y. et al.: Physician variation in management of low-risk
prostate cancer: a population-based cohort study. JAMA Intern Med, 174: 1450, 2014
11. Loppenberg, B., Friedlander, D. F., Krasnova, A. et al.: Variation in the use of active
surveillance for low-risk prostate cancer. Cancer, 124: 55, 2018
12. D'Amico, A. V., Whittington, R., Malkowicz, S. B. et al.: Biochemical outcome after
radical prostatectomy, external beam radiation therapy, or interstitial radiation therapy
for clinically localized prostate cancer. JAMA, 280: 969, 1998
13. Womble, P. R., Montie, J. E., Ye, Z. et al.: Contemporary use of initial active surveillance
among men in Michigan with low-risk prostate cancer. Eur Urol, 67: 44, 2015
14. Cooperberg, M. R., Pasta, D. J., Elkin, E. P. et al.: The University of California, San
Francisco Cancer of the Prostate Risk Assessment score: a straightforward and reliable
preoperative predictor of disease recurrence after radical prostatectomy. J Urol, 173:
1938, 2005
15. Loeb, S., Byrne, N., Makarov, D. V. et al.: Use of Conservative Management for Low-Risk
Prostate Cancer in the Veterans Affairs Integrated Health Care System From 2005-2015.
JAMA, 319: 2231, 2018
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
16. Berglund, R. K., Masterson, T. A., Vora, K. C. et al.: Pathological upgrading and up staging
with immediate repeat biopsy in patients eligible for active surveillance. J Urol, 180:
1964, 2008
17. Dall'Era, M. A., Konety, B. R., Cowan, J. E. et al.: Active surveillance for the management
of prostate cancer in a contemporary cohort. Cancer, 112: 2664, 2008
18. Klotz, L., Zhang, L., Lam, A. et al.: Clinical results of long-term follow-up of a large, active
surveillance cohort with localized prostate cancer. J Clin Oncol, 28: 126, 2010
19. Soloway, M. S., Soloway, C. T., Williams, S. et al.: Active surveillance; a reasonable
management alternative for patients with prostate cancer: the Miami experience. BJU
Int, 101: 165, 2008
20. Tosoian, J. J., Trock, B. J., Landis, P. et al.: Active surveillance program for prostate
cancer: an update of the Johns Hopkins experience. J Clin Oncol, 29: 2185, 2011
21. van As, N. J., Norman, A. R., Thomas, K. et al.: Predicting the probability of deferred
radical treatment for localised prostate cancer managed by active surveillance. Eur Urol,
54: 1297, 2008
22. van den Bergh, R. C., Vasarainen, H., van der Poel, H. G. et al.: Short-term outcomes of
the prospective multicentre 'Prostate Cancer Research International: Active
Surveillance' study. BJU Int, 105: 956, 2010
23. Gokce, M. I., Sundi, D., Schaeffer, E. et al.: Is active surveillance a suitable option for
African American men with prostate cancer? A systemic literature review. Prostate
Cancer Prostatic Dis, 20: 127, 2017
24. Sundi, D., Ross, A. E., Humphreys, E. B. et al.: African American men with very low-risk
prostate cancer exhibit adverse oncologic outcomes after radical prostatectomy: should
active surveillance still be an option for them? J Clin Oncol, 31: 2991, 2013
25. Dinizo, M., Shih, W., Kwon, Y. S. et al.: Multi-institution analysis of racial disparity among
African-American men eligible for prostate cancer active surveillance. Oncotarget, 9:
21359, 2018
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Table 1: Patient Characteristics and Initial Management Strategy
Variable N (%)
Age < 60 644 (34.3%)
60 – 65 619 (32.9%)
> 65 617 (32.8%)
Race/Ethnicity Caucasian 1280 (68.1%)
African American 441 (23.5%)
Hispanic 66 (3.5%)
Asian and Pacific Islander 29 (1.5%)
Unknown/Other 64 (3.4%)
NCCN Disease Risk Very-Low 216 (11.5%)
Low 568 (30.2%)
Intermediate 1096 (58.3%)
Initial Management
Strategy
Active Surveillance 535 (28.5%)
Radical Prostatectomy 1105 (58.8%)
External Beam Radiation Therapy 228 (12.1%)
Brachytherapy 11 (0.6%)
High Intensity Focused Ultrasound 1 (0.1%)
Total 1880
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Table 2: Initial Management Strategy by NCCN Disease Risk
Very-Low Risk Low Risk Intermediate
Risk
All patients
Active Surveillance 179 (82.9%) 271 (47.7%) 85 (7.8%) 535 (28.4%)
Radical
Prostatectomy
29 (13.4%) 260 (45.8%) 816 (74.4%) 1105 (58.8%)
External Beam
Radiation Therapy
8 (3.7%) 36 (6.3%) 184 (16.8%) 228 (12.1%)
Brachytherapy 0 1 (0.2%) 10 (0.9%) 11 (0.6%)
High Intensity
Focused Ultrasound
0 0 1 (0.1%) 1 (0.1%)
Total 216 (11.5%) 568 (30.2%) 1096 (58.3%) 1880
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Table 3: Univariate Analysis of Factors Associated with Active Surveillance Utilization
Variable Active Surveillance p-value
Yes No
Age < 60 147 (22.8%) 497 (77.2%) <0.001
60 – 65 179 (28.9%) 440 (71.1%)
> 65 209 (33.9%) 408 (66.1%)
Race/Ethnicity Caucasian 359 (28.1%) 921 (71.9%) 0.18
African
American
118 (26.8%) 323 (73.2%)
Hispanic 26 (39.4%) 40 (60.6%)
Asian and
Pacific Islander
10 (34.5%) 19 (65.5%)
Unknown/Other 22 (34.4%) 42 (65.6%)
Family History
of Prostate
Cancer
Yes 117 (26.7%) 322 (73.4%) 0.33
No 418 (29.0%) 1022 (71.0%)
NCCN Disease
Risk
Very-Low 179 (82.9%) 37 (17.1%) <0.001
Low 271 (47.7%) 297 (52.3%)
Intermediate 85 (7.8%) 1011 (92.2%)
Clinical Stage T1a/b 13 (68.4%) 6 (31.6%) <0.001
T1c 471 (29.3%) 1138 (70.7%)
T2a 47 (25.0%) 141 (75.0%)
T2b 0 (0%) 32 (100%)
T2c 4 (12.5%) 29 (87.5%)
Biopsy Grade
Group
1 491 (55.5%) 393 (44.5%) <0.001
2 39 (5.8%) 637 (94.2%)
3 5 (1.6%) 315 (98.4%)
PSA < 5 229 (31.1%) 508 (68.9%) <0.001
5 - 10 263 (29.2%) 637 (70.8%)
> 10 43 (17.7%) 200 (82.3%)
Percent of
Positive Biopsy
Cores
< 25 359 (62.2%) 218 (37.8%) <0.001
25 - 50 73 (22.5%) 251 (77.5%)
> 50 90 (9.8%) 830 (90.2%)
Data Missing 13 (22.0%) 46 (78.0%)
Maximum
Percent Biopsy
Core Positive
< 25 408 (52.4%) 370 (47.6%) <0.001
25 - 50 78 (20.0%) 313 (80.0%)
> 50 31 (5.4%) 544 (94.6%)
Data Missing 18 (13.2%) 118 (85.8%)
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Table 4: Logistic Regression Analysis of Factors Associated with Active Surveillance
Utilization
Odds Ratio (95% CI) p-value
Age < 60 Reference Reference
60 - 65 2.10 (1.44 – 3.06) <0.001
> 65 2.43 (1.66 – 3.54) <0.001
Race/Ethnicity Caucasian Reference Reference
African American 0.83 (0.57 – 1.21) 0.34
Hispanic 1.17 (0.53 – 2.59) 0.69
Asian/Pacific
Islander
0.67 (0.23 – 1.94) 0.46
Other/Unknown 2.19 (0.94 – 5.07) 0.07
Family History of
Prostate Cancer
No Reference Reference
Yes 1.05 (0.73 – 1.51) 0.78
Clinical Stage T1 Reference Reference
T2a 0.98 (0.58 – 1.66) 0.94
T2b/c 0.37 (0.09 – 1.44) 0.15
Biopsy Grade Group 1 Reference Reference
2 0.07 (0.05 – 0.11) <0.001
3 0.02 (0.01 – 0.06) <0.001
PSA < 5 Reference Reference
5 – 10 0.74 (0.54 – 1.02) 0.07
> 10 0.32 (0.19 – 0.55) <0.001
Percent of Positive
Biopsy Cores
< 25 Reference Reference
25 - 50 0.38 (0.25 – 0.58) <0.001
> 50 0.11 (0.07 – 0.15) <0.001
Maximum Percent
Biopsy Core Positive
< 25 Reference Reference
25 - 50 0.47 (0.32 – 0.68) <0.001
> 50 0.27 (0.17 – 0.43) <0.001
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Figure 1: Time Trends in Active Surveillance Utilization
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Figure 2: Practice-Level Variation in AS Utilization
Figure 2a: Practice-level variation in AS utilization for men with NCCN very-low, low, and intermediate risk prostate cancer
*Practices managing < 50 patients excluded #
Error bars represent 95% confidence interval of observed active surveillance rate
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Figure 2b: Practice-level variation in AS utilization for men with NCCN very-low and low risk prostate cancer
*Practices managing < 50 patients excluded #
Error bars represent 95% confidence interval of observed active surveillance rate
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Figure 2c: Practice-level variation in AS utilization for men with NCCN very-low risk prostate cancer
*Practices managing < 20 patients excluded #
Error bars represent 95% confidence interval of observed active surveillance rate
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Figure 3: Practitioner-Level Variation in AS Utilization
Figure 3a: Practitioner-level variation in AS utilization for men with NCCN very-low, low, and intermediate risk prostate cancer
*Practitioners managing < 10 patients excluded #
Error bars represent 95% confidence interval of observed active surveillance rate
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Figure 3b: Practitioner-level variation in AS utilization for men with NCCN very-low and low risk prostate cancer
*Practitioners managing < 10 patients excluded #
Error bars represent 95% confidence interval of observed active surveillance rate
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Figure 3c: Practitioner-level variation in AS utilization for men with NCCN very-low risk prostate cancer
*Practitioners managing < 5 patients excluded #
Error bars represent 95% confidence interval of observed active surveillance rate
MANUSCRIP
T
ACCEPTED
ACCEPTED MANUSCRIPT
Key of Definitions for Abbreviations
AS – active surveillance
PURC – Pennsylvania Urologic Regional Collaborative
NCCN – National Comprehensive Cancer Network
MUSIC – Michigan Urologic Surgery Collaborative
CAPRA – Cancer of the Prostate Risk Assessment Score