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. Author manuscript; available in PMC: 2009 Nov 16.
Published in final edited form as: J Clin Oncol. 2007 Jul 20;25(21):3082–3089. doi: 10.1200/JCO.2006.08.4152

Prognostic Value of p16 in Locally Advanced Prostate Cancer: A Study Based on Radiation Therapy Oncology Group Protocol 9202

Arnab Chakravarti 1, Michelle DeSilvio 1, Min Zhang 1, David Grignon 1, Seth Rosenthal 1, Sucha O Asbell 1, Gerald Hanks 1, Howard M Sandler 1, Li-Yan Khor 1, Alan Pollack 1, William Shipley 1
PMCID: PMC2777649  NIHMSID: NIHMS150065  PMID: 17634487

Abstract

Purpose

Deregulation of the retinoblastoma (RB) pathway is commonly found in virtually all known human tumors. p16, the upstream regulator of RB, is among the most commonly affected member of this pathway. In the present study, we examined the prognostic value of p16 expression in men with locally advanced prostate cancer who were enrolled on Radiation Therapy Oncology Group protocol 9202.

Patients and Methods

RTOG 9202 was a phase III randomized study comparing long-term (LT) versus short-term (ST) androgen-deprivation therapy (AD). Of the 1,514 eligible cases, 612 patients had adequate tumor material for p16 analysis. Expression levels of p16 were determined by immunohistochemistry (IHC). IHC staining was scored quantitatively using an image analysis system.

Results

On multivariate analysis, intact p16 expression was significantly associated with decreased rate of distant metastases (P = .0332) when both STAD and LTAD treatment arms were considered together. For patients with intact (high levels of immunostaining) p16 (mean p16 index > 81.3%), LTAD plus radiotherapy (RT) significantly improved prostate cancer survival (PCS) compared with STAD plus RT (P = .0008) and reduced the frequency of distant metastasis (P = .0069) compared with STAD plus RT. In contrast, for patients with tumors demonstrating p16 loss (low levels of immunostaining, mean p16 index ≤ 81.3%), LTAD plus RT significantly improved biochemical no evidence of disease survival over STAD (P < .0001) primarily by decreasing the frequency of local progression (P = .02), as opposed to distant metastasis, which was the case in the high-p16 cohort.

Conclusion

Low levels of p16 on image analysis appear to be associated with a significantly higher risk of distant metastases among all study patients. p16 expression levels also appear to identify patients with locally advanced prostate cancer with distinct patterns of failure after LTAD.

INTRODUCTION

Deregulation of the retinoblastoma protein (pRB) tumor suppressor pathway is commonly found in virtually all human tumor types.1,2 It is thought that the primary function of this pathway is to prevent uncontrolled cellular proliferation by regulating the G1/S cell cycle checkpoint. Additional functions of this pathway such as regulation of apoptosis and transcriptional control are becoming better understood.3 pRB pathway deregulation can occur at the level of pRB itself, or further upstream, including the cyclin-dependent kinases (CDKs) or CDK inhibitors such as p16. CDKs phosphorylate pRB, which, in turn, leads to dissociation from E2F family members. Free E2F can increase transcription of key genes, leading to S phase progression and increased cellular proliferation. We previously investigated the prognostic value of pRB pathway molecules in patients with locally advanced prostate cancers treated on Radiation Therapy Oncology Group (RTOG) 8610.4 RTOG 8610 was a phase III randomized study that randomly assigned patients with locally advanced prostate cancers (T2–T4) without evidence of distant metastasis to receive goserelin (3.6 mg) every 4 weeks and flutamide (250 mg) three times per day for 2 months before radiation therapy compared with radiation therapy alone.5 We found that low levels of p16 immunostaining (Fig 1) were significantly associated with reduced disease-specific survival (P = .0078), and increased risk of local failure (P = .0035) and distant metastasis (P = .026). Given these important findings, we proceeded to retrospectively validate p16 as a prognostic marker in locally advanced prostate cancer using tumor specimens from RTOG 9202.

Fig 1.

Fig 1

Representative stained slides for (A) p16-negative and (B) p16-positive immunostaining.

PATIENTS AND METHODS

Study Population

For this analysis, a subset of patients entered in RTOG 9202 who had sufficient pathologic material available was studied. Tables 13 illustrate the differences between patients with p16 data versus those without p16 data with regard to pretreatment characteristics, outcome, and follow-up. The only significant difference that emerged was that patients treated by long-term (LT) versus short-term (ST) androgen-deprivation therapy (AD) had a significantly higher rate of p16 determination than did patients in the STAD group. However, there were no significant differences with regards to outcome or follow-up time between the two groups.

Table 1.

Pretreatment Characteristics of Eligible Patients Entered Onto RTOG Protocol 9202

Missing p16 Data (n = 902)
Determined p16 Data (n = 612)
Characteristic No. % No. % χ2 Test P
Age, years .764
 < 70 405 44.9 270 44.1
 ≥ 70 497 55.1 342 55.9
 Median 70 70
 Range 43–88 43–88

Combined institutional Gleason score* .162
 2–6 360 42.4 217 38.6
 7–10 490 57.6 345 61.4

PSA, ng/mL .603
 ≤ 30 607 67.3 404 66.0
 > 30 295 32.7 208 34.0
 Median 20 20.4
 Range 0.2–280 0.1–295

Clinical stage .481
 T2c 402 44.6 284 46.4
 T3–4 500 55.4 328 53.6

Assigned treatment .018
 LTAD + RT 426 47.2 327 53.4
 STAD + RT 476 52.8 285 46.6

Abbreviations: RTOG, Radiation Therapy Oncology Group; PSA, prostate-specific antigen; LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

Fifty-two and 50 cases with missing and determined p16 data, respectively, have unknown combined institutional Gleason scores.

Three and two cases with missing and determined p16 data, respectively, have unknown PSA.

Table 3.

Median Follow-Up Time

Missing p16 Data
Determined p16 Data
Characteristic LTAD + RT STAD + RT Total LTAD + RT STAD + RT Total
Total No. of patients 426 475 901 327 285 612

Follow-up, months
 Median 70.6 71.9 71.2 71.4 70.3 70.6
 Range 2.1–107 2.8–106 2.1–107 0.46–105 1.2–105 0.46–105

No. of patients alive 296 334 630 236 199 435

Follow-up, months
 Median 76.3 76.3 76.3 75.7 75.3 75.7
 Range 11.6–107 2.96–103 2.96–107 21.4–105 18.8–105 18.8–105

Abbreviations: LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

There is one missing p16 case with unknown survival time.

All patients were treated according to the guidelines of RTOG 9202. All patients received external-beam radiotherapy (EBRT) to the whole pelvis followed by a boost to the prostate. With regard to hormone therapy, before EBRT, all patients received monthly flutamide 250 mg orally tid with monthly goserelin acetate 3.6 mg subcutaneously until EBRT was completed. The patients were then randomly assigned to receive no further treatment (STAD plus RT) or to receive goserelin acetate 3.6 mg subcutaneously monthly for an additional 2 years after the completion of EBRT (LTAD plus RT).6

Immunohistochemical Technique

Tissues received in the RTOG tissue bank consisted of needle biopsies of prostate cancer preserved in buffered formalin. The tissues were promptly fixed after the biopsy procedure. For immunohistochemistry (IHC), the unstained slides were routinely deparaffinized in xylene. Antigen retrieval was accomplished by heating the sections in 10mmol/L citrate buffer pH = 6.0 for 50 minutes using a pressure cooker (BioCare Medical, Walnut Creek, CA). After antigen retrieval, samples were placed on an autostainer (DakoCytomation, Glostrup, Denmark) and incubated with antibody directed against p16 (DakoCytomation, 1:100 dilution for 10 minutes). Biotinylated secondary antibody was applied for 10 minutes, followed by incubation with streptavidin peroxidase (DAKO LSAB2, k0675) for 10 minutes. The slides were then rinsed and stained with diaminobenzidine chromogen solution (ResGen Invitrogen Corporation, Carlsbad, CA) and counterstained with routine hematoxylin. Staining was accomplished using a DAKO autostainer. Negative staining controls consisted of slides stained with omission of antibody. Positive controls included normal prostatic epithelium. Scoring of IHC was performed using high-power quantitative image analysis. This was accomplished with the Chromavision ACIS image analysis system (Clarient Inc, San Juan Capistrano, CA) to determine the intensity of staining and the percentage of cells staining positively. The scoring pathologist was blinded to both clinical outcome and treatment assignment in conducting this assessment.

Definition of End Points

The failure event for overall survival (OS) was defined as death resulting from any cause. The failure event for prostate cancer–specific survival (PCSS) was death certified as resulting from prostate cancer, death resulting from complications of treatment, and death resulting from unknown causes with active malignancy (clinical disease relapse) or from another cancer with documented bone metastasis attributed to prostate cancer before the appearance of the second independent cancer. Local failure was assessed by palpation and defined as an increase in tumor volume by 25% or local persistence of tumor beyond 18 months. Distant metastasis was defined as radiographic or clinical evidence of hematogenous spread. The definition of biochemical failure (BF) was modeled after the American Society of Therapeutic Radiology and Oncology consensus definition. BF was defined as three consecutive rises or the institution of hormone treatment for a rising prostate-specific antigen (PSA) or a post-treatment PSA nadir level more than 4.0 ng/mL. Failure for the biochemical no evidence of disease (bNED) end point is defined as a BF, local failure, distant metastases failure, or death resulting from any cause. All time events, with the exception of BF, were measured from the date of random assignment to the date of their occurrence or last follow-up. BF was measured from the date of random assignment to the midpoint date between the postirradiation date of nadir PSA and the date of the first of the three consecutive rises.

Statistical Analysis

All pretreatment characteristics were dichotomized. Age was dichotomized by the median age in the entire cohort, PSA and stage were dichotomized by their stratification groupings, and Gleason score was dichotomized as 2 to 6 versus 7 to 10. Statistical comparisons to assess whether missing p16 data were dependent on pretreatment characteristics, assigned treatment, or outcome and were carried out using the χ2 test and the Cox proportional hazards model.1 p16 mean index percentage was dichotomized as 81.3% or less versus more than 81.3%, and p16 intensity score was dichotomized as 180.3 or less versus more than 180.3. Cox proportional hazards models were utilized to identify the impact of p16 expression as both a continuous and categoric variable on OS, PCSS, distant metastasis, local progression, and biochemical progression. OS and PCSS were estimated using the Kaplan-Meier method.2,7 Local progression, distant metastasis, and biochemical progression failure rates were calculated using the cumulative incidence method8 because these end points are cause specific and patients could die without experiencing the event of interest.

RESULTS

Assessment of Missing Data

Of the 1,514 eligible and analyzable cases, 612 cases (40.4%) had determined p16 data. Age, combined institutional Gleason score, PSA, clinical T stage, outcome, and follow-up were not statistically different between those with and without p16 data (Tables 13). There was a statistically significant difference in the proportion of patients randomly assigned to the LTAD plus RT arm that had p16 data compared with those without (53.4% v 47.2%; P = .018). This suggests that the subset of cases with p16 is not necessarily a random representation of the entire RTOG 9202 study population and may not be generalizable outside the subset of cases with p16 data.

Patient Characteristics

Table 4 stratifies patient characteristics by mean index percentage (cut point = 81.3%) and median intensity score (cut point = 180.3), respectively. Patients younger than 70 years are significantly more apt to have reduced expression of p16 compared with patients 70 years of age and older, on the basis of both mean index percentage and median intensity score cut points (P = .03 and .01, respectively). Other pretreatment characteristics such as Gleason score, PSA, and T stage did not appear to be significantly associated with either mean index percentage or median intensity score cut points, respectively.

Table 4.

Pretreatment Characteristics of Eligible Patients With Determined p16 Data (n = 612)

p16 Mean Index %
p16 Intensity Score
≤ 81.3 (n = 306)
> 81. 3(n = 306)
≤ 180.3 (n = 307)
> 180.3 (n = 305)
Characteristic No. % No. % χ2 Test P No. % No. % χ2 Test P
Age, years .034 .007
 < 70 148 48.4 122 39.9 152 49.5 118 38.7
 ≥ 70 158 51.6 184 6.1 155 5.5 187 61.3
 Median 70 71 70 71
 Range 43–88 51–88 43–88 51–84

Combined institutional Gleason score* .277 .703
 2–6 111 36.4 125 4.9 116 37.8 120 39.4
 7–10 195 63.6 181 59.1 191 62.2 185 60.6

PSA, ng/mL .733 .014
 ≤ 30 204 66.7 200 65.4 217 70.7 187 61.3
 > 30 102 33.3 106 34.6 90 29.3 118 38.7
 Median 20.2 20.8 19.5 22.8
 Range 0.9–295.0 0.1–152.0 0.9–295.0 0.1–219.7

Clinical stage .746 .931
 T2c 140 45.8 144 47.1 143 46.6 141 46.2
 T3–4 166 54.2 162 52.9 164 53.4 164 53.8

Assigned treatment .808 .996
 LTAD + RT 165 53.9 162 52.9 164 53.4 163 53.4
 STAD + RT 141 46.1 144 47.1 143 46.6 142 46.6

Abbreviations: PSA, prostate-specific antigen; LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

Twenty-three and 27 cases with mean index ≤ 81.3% and > 81.3% data, respectively, have unknown combined institutional Gleason scores.

Nineteen and 31 cases with intensity score ≤ 180.3 and > 180.3 data, respectively, have unknown combined institutional Gleason scores.

Univariate Analysis of Survival End Points

There were no significant associations with either OS, PCSS, distant metastasis, local progression, or biochemical progression, using either the p16 mean index of 81.3% or p16 intensity score of 180.3 as a cut point.

Univariate analysis of p16 staining stratified by mean index percentage, with a cut point of 81.3%, reveals a nonsignificant difference in distant metastasis–free survival in patients with low p16 levels compared with those with higher levels (P = .099).

Multivariable Analysis of Survival End Points

Multivariable analysis of OS, focusing on the independent variable p16 (both the p16 intensity score [Table 5] continuously and with a cut point of 180.3 and the p16 mean index percentage [Table 6] continuously and with a cut point of 81.3%) adjusting for age, institutional combined Gleason score, PSA, assigned treatment was performed. In both models for continuous p16 and dichotomized p16 intensity score, only age greater than 70 years was associated with significantly worse OS time, with a hazard ratio (HR) of 1.51 (95% CI, 1.09 to 2.10; P = .013) and 1.56 (95% CI, 1.12 to 2.16; P = .008), respectively (results not shown). Also, the results from continuous and dichotomized p16 mean index percentage showed that age older than 70 years was associated with significantly worse OS time, with an HR of 1.55 (95% CI, 1.22 to 2.15; P = .008) and 1.56 (95% CI, 1.13 to 2.16; P = .008), respectively (results not shown).

Table 5.

Multivariate Cox Proportional Hazards Models* p16 Intensity Score (n = 562)

Continuous Intensity Score
Dichotomized Intensity Score
End Point HR 95% CI P HR 95% CI P
Overall survival 1.18 0.95 to 1.48 .14 1.07 0.78 to 1.47 .66

Prostate cancer–specific survival 1.45 0.90 to 2.34 .12 1.49 0.84 to 2.65 .17

Distant metastases 0.99 0.77 to 1.29 .99 1.04 0.65 to 1.65 .88

Local progression 0.82 0.64 to 1.05 .11 1.04 0.62 to 1.76 .87

Biochemical progression 0.98 0.83 to 1.16 .82 1.07 0.81 to 1.43 .63

Abbreviations: HR, hazard ratio; PSA, prostate-specific antigen; LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

Adjusted for age (≤ 70 v > 70 years), combined institutional Gleason score (≤ 6 versus > 6), PSA (≤ 30 v > 30), clinical T stage (T2 v T3) and assigned treatment (LTAD + RT v STAD + RT). Adjustments for age were made only for the overall survival model.

The HR for a unit change of 50 in the p16 continuous intensity score.

The HR for the dichotomized intensity score of ≤ 180.3 v > 180.3.

Table 6.

Multivariate Cox Proportional Hazards Models* p16 Mean Index % (n = 562)

Index % (Continuous)
Index % (Dichotomous)
End Point HR 95% CI P HR 95% CI P
Overall survival 1.07 0.95 to 1.22 .28 1.10 0.80 to 1.49 .57

Prostate cancer–specific survival 1.01 0.82 to 1.25 .90 1.04 0.61 to 1.79 .88

Distant metastases 0.88 0.75 to 1.02 .10 0.61 0.38 to 0.98 .04

Local progression 0.89 0.75 to 1.07 .21 0.75 0.44 to 1.26 .27

Biochemical progression 0.98 0.88 to 1.09 .69 0.91 0.69 to 1.21 .52

Abbreviations: HR, hazard ratio; PSA, prostate-specific antigen; LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

Adjusted for age (≤ 70 v > 70 years), combined institutional Gleason score (≤ 6 versus > 6), PSA (≤ 30 v > 30), clinical T stage (T2 v T3) and assigned treatment (LTAD + RT v STAD + RT). Adjustments for age were made only for the overall survival model.

The HR for a unit change of 50 in the p16 continuous intensity score

The HR for the dichotomized index % of ≤ 81.3% v > 81.3%.

Multivariable analysis of PCSS focusing on the independent variable p16 and adjusting for age, institutional combined Gleason score, PSA, clinical stage, and assigned treatment revealed that clinical stage (T2 v T3) and assigned treatment (LTAD plus RT v STAD plus RT) were the only variables associated with improved PCSS. Multivariable analysis of distant metastasis focusing on the independent variable p16 adjusting for age, institutional combined Gleason score, PSA, clinical stage, and assigned treatment revealed that assigned treatment (LTAD v STAD, P = .009), combined Gleason score (2 to 6 v 7 to 10; P = .01), and p16 mean index percentage of more than 81.3% (P = .03) were significantly associated with higher rates of distant metastasis (Tables 7 and 8). p16 intensity scores with a 180.3 cut point were not found to be associated with the subsequent development of distant metastasis, however. Multivariable analysis of local progression, focusing on the independent variable p16, adjusting for age, institutional combined Gleason score, PSA, clinical stage, and assigned treatment on local progression revealed that assigned treatment (LTAD plus RT v STAD plus RT) was the only factor significantly associated with reduced local progression. Multivariable analysis of bNED, focusing on the independent variable p16 and adjusting for age, institutional combined Gleason score, PSA, clinical stage, and assigned treatment revealed that a PSA of 30 or less and assignment to LTAD plus RT significantly decreased biochemical progression (P < .0001 for both).

Table 7.

Multivariate Cox Proportional Hazards Models p16 Intensity Score (n = 562)

p16 Intensity Score ≤ 180.3
p16 Intensity Score > 180.3
End Point Assigned Treatment HR* 95% CI P HR* 95% CI P
Overall survival LTAD + RT v STAD + RT 1.21 0.76 to 1.93 .4181 1.21 0.79 to 1.84 .3820

Prostate cancer–specific survival LTAD + RT v STAD + RT 3.03 1.12 to 8.19 .0285 2.55 1.20 to 5.4 .0145

Distant metastases LTAD + RT v STAD + RT 1.47 0.77 to 2.82 .2484 2.29 1.17 to 4.49 .0158

Local progression LTAD + RT v STAD + RT 2.41 1.11 to 5.23 .0266 1.97 0.93 to 4.16 .0748

Biochemical progression LTAD + RT v STAD + RT 3.45 2.24 to 5.32 > .0001 3.59 2.34 to 5.50 > .0001

Abbreviations: HR, hazard ratio; PSA, prostate-specific antigen; LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

The HR for assigned treatment of STAD + RT compared with LTAD + RT, after adjusting for age (≤ 70 v > 70 years), combined institutional Gleason score (≤ 6 v > 6), PSA (≤ 30 v > 30), clinical T stage (T2 v T3), and assigned treatment (LTAD + RT v STAD + RT). Adjustments for age were made only for the overall survival model.

Table 8.

Multivariate Cox Proportional Hazards Models p16 Mean Index % (n = 562)

p16 Index ≤ 81.3%
p16 Index > 81.3%
End Point Assigned Treatment HR* 95% CI P HR* 95% CI P
Overall survival LTAD + RT v STAD + RT 1.30 0.83 to 2.05 .2504 1.17 0.76 to 1.80 .4865

Prostate cancer–specific survival LTAD + RT v STAD + RT 1.56 0.72 to 3.39 .2601 6.51 2.18 to 19.41 .0008

Distant metastases LTAD + RT v STAD + RT 1.41 0.79 to 2.50 .2463 3.28 1.39 to 7.75 .0069

Local progression LTAD + RT v STAD + RT 2.41 1.18 to 4.93 .0161 2.00 0.88 to 4.53 .0973

Biochemical progression LTAD + RT v STAD + RT 3.02 2.01 to 4.55 > .0001 4.26 2.68 to 6.77 < .0001

Abbreviations: HR, hazard ratio; PSA, prostate-specific antigen; LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

The HR for assigned treatment of STAD + RT compared with LTAD + RT, after adjusting for age (≤ 70 v > 70 years), combined institutional Gleason score (≤ 6 v > 6), PSA (≤ 30 v > 30), clinical T stage (T2 v T3) and assigned treatment (LTAD + RT v STAD + RT). Adjustments for age were made only for the overall survival model.

We next performed multivariable analyses of OS, PCSS, distant metastases, local failure, and biochemical failure, focusing on the independent variables of assigned treatment and p16 intensity score (≤ 180.3 v > 180.3), adjusting for age, institutional combined Gleason score, PSA, and T stage. Table 7 demonstrates that LTAD significantly increased PCSS and decreased biochemical progression in patients regardless of p16 intensity score. However, LTAD significantly reduced local progression only in patients with p16 intensity scores of 180.3 or less (P = .0266). Likewise, LTAD significantly reduced distant metastasis only in patients with p16 intensity scores more than 180.3 (P = .0158). Table 8 demonstrates similar results in a multivariable analysis of assigned treatment by p16 mean index percentage (≤ 81.3% v > 81.3%). These data suggest that LTAD improves bNED survival in patients with p16 loss primarily by reducing the frequency of local progression, whereas in patients with higher levels of p16, LTAD improves bNED survival primarily by reducing the frequency of distant metastasis.

In our multivariate Cox proportional hazards model, our data suggest that, in p16 index, there was a significant effect of LTAD in the high-p16 group of patients. Table 9 illustrates that there is a strong trend toward decreased biochemical progression among patients treated by LTAD with high p16 compared with those with low p16 (P = .07). Further, among patients treated by LTAD, both PCSS and distant metastasis–free survival were significantly improved in patients whose tumors had high p16 compared with those with low p16 (P = .05 and .02, respectively), as assessed by the p16 mean index percentage cut point of 81.3%.

Table 9.

Multivariate Cox Proportional Hazards Models Assigned Treatment (n = 562)

LTAD+RT
STAD+RT
End Point p16 Index (%) HR* 95% CI P HR* 95% CI P
Overall survival ≤ 81.3 v > 81.3 1.13 0.72 to 1.75 .6004 1.04 0.67 to 1.62 .8611

Prostate cancer–specific survival ≤ 81.3 v > 81.3 0.32 0.10 to 1.02 .0533 1.46 0.74 to 2.89 .2752

Distant metastases ≤ 81.3 v > 81.3 0.35 0.15 to .82 .0154 0.85 0.47 to 1.54 .5980

Local progression ≤ 81.3 v > 81.3 0.88 0.37 to 2.10 .7723 0.72 0.38 to 1.38 .3227

Biochemical progression ≤ 81.3 v > 81.3 0.62 0.37 to 1.04 .0712 1.02 0.72 to 1.44 .8999

Abbreviations: HR, hazard ratio; PSA, prostate-specific antigen; AD, androgen-deprivation therapy; LT, long term; ST, short term; RT, radiotherapy.

*

The HR for assigned treatment of STAD + RT compared with LTAD + RT, after adjusting for age (≤ 70 v > 70 years), combined institutional Gleason score (≤ 6 v > 6), PSA (≤ 30 v > 30), clinical T stage (T2 v T3) and assigned treatment (LTAD + RT v STAD + RT). Adjustments for age were made only for the overall survival model.

We next investigated whether there may be a direct interaction between p16 levels and treatment. In this analysis, no significant associations were found. Therefore, no definitive conclusions can be made with regard to whether, indeed, specific groups of patients may derive significant benefit from LTAD plus RT versus STAD plus RT based exclusively on p16 levels. This also underscores an important limitation of the current study, which is that it represents a retrospective analysis of a prospective phase III trial. To validate the true prognostic and predictive value of p16 levels, studies in which patients are stratified prospectively based on p16 expression levels need to be conducted. RTOG is planning such a future study to investigate the prognostic and predictive value of p16 in the setting of prostate cancer. Short of this type of class I evidence, retrospective data, even when performed on a prospective phase III study data set, carry important limitations.

DISCUSSION

This study demonstrates that p16 expression as determined by quantitative IHC may play an important role in identifying patients with locally advanced prostate cancer treated by RT plus AD who are at high risk for the subsequent development of distant metastasis. Our multivariate Cox proportional hazards data also suggest that patients with high versus low p16 appear to have significantly improved distant metastasis–free survival and PCSS times within the LTAD arm. Further, the mechanisms by which LTAD plus RT improves bNED survival over STAD plus RT appear to be significantly associated with p16 expression levels. For tumors that have greater loss of p16 (eg, mean indices < 81.3%), it appears that LTAD plus RT improves bNED survival over STAD plus RT primarily by decreasing the frequency of local failure. Unfortunately, although patients with low p16 levels are at especially high risk for the subsequent development of distant metastasis, it does not appear that LTAD reduces this risk appreciably for this high-risk cohort of patients compared with STAD.

Although the present study represents a retrospective correlative analysis performed on a prospective phase III study, the large patient numbers and the quantification of IHC data can serve only to enhance the accuracy of the data. Further, because this article serves as independent confirmation of the prognostic value of p16 from a previous correlative study performed on RTOG 8610,4 the prognostic value of p16 in this setting should be seriously considered. It is important to acknowledge that the present study represents a subgroup analysis that may not represent the entire cohort of patients enrolled on RTOG 9202. Further, it is important to acknowledge that the test for interaction between p16 levels and treatment revealed no significant interactions in the present study. Therefore, the data presented in this study are insufficient to select which prostate cancer patients should receive LTAD versus STAD on the basis of p16 expression patterns. Indeed, RTOG is planning future prospective studies in the setting of prostate cancer in which the prognostic and predictive values of molecular markers such as p16 will be used as stratification variables and rigorously evaluated.

Although it is possible that p16 expression serves merely as a marker for distant metastasis, a direct mechanistic connection between p16 loss and distant metastasis in prostate cancer cannot be entirely ruled out. It is curious that reports from other histologic tumor subtypes also suggest that p16 loss is associated with an increased risk for the subsequent development of distant metastasis and adverse prognosis.912 Although the mechanistic conclusions that can be drawn from a correlative study like the present are inherently limited, the importance for identifying therapeutic strategies for reducing the subsequent development of distant metastasis cannot be overstated for high-risk patients, especially those with low p16 levels. The observation that LTAD plus RT versus STAD plus RT improves bNED survival in patients with high p16 (mean index percentage > 81.3%), primarily by reducing the frequency of distant metastasis, suggests that the underlying biologic mechanisms for the development of distant metastasis may be inherently different in these patients compared with those with low p16 levels. Although the data from RTOG 9202 reveals that LTAD is superior to STAD for the general population of patients with locally advanced prostate cancer, the present study highlights several opportunities for further increasing the efficacy of LTAD. Because patients with low levels of p16 have a higher risk for the subsequent development of distant metastasis, which does not appear to be significantly mitigated by LTAD, patients in this population may be prime candidates for biotherapeutic approaches that have been shown to be efficacious in reducing metastatic potential in preclinical models of prostate cancer. These include antiangiogenic strategies in combination with AD and RT for those patients with locally advanced prostate cancers with low levels of p16. There are also increasing data that a more direct link between p16 expression and angiogenesis may exist, providing a mechanism for the observed association of p16 loss with the development of distant metastasis in many tumor types. 1317 Harada et al18 reported that restoration of wild-type p16 in p16-depleted gliomas was associated with downregulation of VEGF levels and resultant inhibition of tumor neovascularization. A subsequent study reported that demethylation of the p16 promoter (which results in increased expression of p16 protein levels) results in downregulation of VEGF in human lung cancer models.19 Therefore, a more effective treatment approach for locally advanced prostate cancers demonstrating p16 loss may involve combining LTAD plus RT with antiangiogenic therapies such as avastin or other classes of antiangiogenic agents. For patients with high levels of p16, strategies to improve local control hold the promise of adding to the benefit of LTAD plus RT. To this end, biotherapeutic strategies to enhance apoptotic cell death through targeting important growth factor receptors that signal through critical prosurvival signal transduction pathways such as the phosphatidylinositol 3-kinase/protein kinase B (PI3K-AKT) pathway may prove to be a promising strategy in combination with LTAD plus RT for patients with intact p16 expression. Inhibition of central antiapoptotic molecules such as bcl-2 and Survivin may prove to be promising as well in improving local control in these patients.

In summary, the results of this study suggest that low p16 levels are associated with an increased risk for the subsequent development of distant metastasis in all patients with locally advanced prostate cancers. These data also suggest that patients with locally advanced prostate cancer with high versus low p16 levels treated by LTAD plus RT have significantly improved PCSS and distant metastasis–free survival times along with a strong trend towards improved bNED survival on multivariate analysis. To more accurately assess the interactions between assigned treatment and p16 for all of the efficacy end points, RTOG is planning future studies prospectively stratifying patients on the basis of molecular marker data, including p16 expression, which will be correlated with the outcome variables described in this report.

Table 2.

Univariate Cox Proportional Hazards Models

End Point Assigned Treatment p16 No. of Patients No. of Failures HR* 95% CI P
Overall survival LTAD + RT Missing 426 130 0.88 0.67 to 1.15 .36
Determined 327 91
STAD + RT Missing 476 141 1.08 0.83 to 1.41 .58
Determined 285 86

Prostate cancer–specific survival LTAD + RT Missing 426 33 0.84 0.49 to 1.45 .39
Determined 327 22
STAD + RT Missing 476 50 1.30 0.85 to 2.00 .22
Determined 285 37

Distant metastasis LTAD + RT Missing 426 53 0.75 0.61 to 1.43 .10
Determined 327 36
STAD + RT Missing 476 84 1.05 0.74 to 1.50 .77
Determined 285 50

Local progression LTAD + RT Missing 426 28 0.96 0.55 to 1.67 .87
Determined 327 22
STAD + RT Missing 476 55 1.26 0.84 to 1.90 .26
Determined 285 40

Biochemical progression LTAD + RT Missing 422 102 0.85 0.63 to 1.15 .30
Determined 322 73
STAD + RT Missing 474 226 1.12 0.91 to 1.39 .28
Determined 284 141

Abbreviations: HR, hazard ratio; LT, long term; AD, androgen-deprivation therapy; RT, radiotherapy; ST, short term.

*

The HR ratio for determined p16 data as compared with missing p16 data.

There are six missing and six determined p16 cases with unknown biochemical progression status.

Acknowledgments

This study was supported by RTOG U10CA21661, CCOP U10CA37422, Stat U10CA32115 from the National Cancer Institute to the Radiation Therapy Oncology Group, and the Pennsylvania Department of Health and R01 CA101984-01 (A.P.).

Footnotes

AUTHORS’ DISCLOSURES OF POTENTIAL CONFLICTS OF INTEREST

The author(s) indicated no potential conflicts of interest.

AUTHOR CONTRIBUTIONS

Conception and design: David Grignon, Seth Rosenthal, Sucha O. Asbell, Gerald Hanks, Howard M. Sandler, William Shipley

Collection and assembly of data: Arnab Chakravarti, Min Zhang, Li-Yan Khor, Alan Pollack

Data analysis and interpretation: Michelle DeSilvio,

Manuscript writing: Arnab Chakravarti

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