Cancer Research Annual Meeting 2010  Sign up for Cancer Research eTOC's
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Cancer Research Clinical Cancer Research
Cancer Epidemiology Biomarkers & Prevention Molecular Cancer Therapeutics
Molecular Cancer Research Cancer Prevention Research
Cancer Prevention Journals Portal Cancer Reviews Online
Annual Meeting Education Book Meeting Abstracts Online

This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Shah, R. B.
Right arrow Articles by Pienta, K. J.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Shah, R. B.
Right arrow Articles by Pienta, K. J.
[Cancer Research 64, 9209-9216, December 15, 2004]
© 2004 American Association for Cancer Research


Regular Articles

Androgen-Independent Prostate Cancer Is a Heterogeneous Group of Diseases

Lessons from a Rapid Autopsy Program

Rajal B. Shah1,3, Rohit Mehra1, Arul M. Chinnaiyan1,3, Ronglai Shen4, Debashis Ghosh4, Ming Zhou1, Gary R. MacVicar2, Soorynarayana Varambally1, Jason Harwood1, Tarek A. Bismar5, Robert Kim5, Mark A. Rubin5,6,7 and Kenneth J. Pienta2,3

Departments of 1 Pathology, 2 Medical Oncology, 3 Urology, and 4 Biostatistics, University of Michigan School of Medicine, Ann Arbor, Michigan; 5 Department of Pathology, Brigham and Women’s Hospital, Boston, Massachusetts; 6 Department of Pathology, Dana Farber Cancer Institute, Boston, Massachusetts; and 7 Department of Pathology, Harvard Medical School, Boston, Massachusetts


    ABSTRACT
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
Understanding the biology of prostate cancer metastasis has been limited by the lack of tissue for study. We studied the clinical data, distribution of prostate cancer involvement, morphology, immunophenotypes, and gene expression from 30 rapid autopsies of men who died of hormone-refractory prostate cancer. A tissue microarray was constructed and quantitatively evaluated for expression of prostate-specific antigen, androgen receptor, chromogranin, synaptophysin, MIB-1, and {alpha}-methylacylCoA-racemase markers. Hierarchical clustering of 16 rapid autopsy tumor samples was performed to evaluate the cDNA expression pattern associated with the morphology. Comparisons were made between patients as well as within the same patient. Metastatic hormone-refractory prostate cancer has a heterogeneous morphology, immunophenotype, and genotype, demonstrating that "metastatic disease" is a group of diseases even within the same patient. An appreciation of this heterogeneity is critical to evaluating diagnostic and prognostic biomarkers as well as to designing therapeutic targets for advanced disease.


    INTRODUCTION
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
In the United States, prostate cancer remains the most common solid tumor malignancy in men, causing ~30,000 deaths in 2004 (1) . With the goal of trying to better understand the biology of prostate tumorigenesis and metastasis, we have developed a rapid autopsy program to collect tumors from multiple sites including solid organs and bone to perform molecular studies to better delineate prostate cancer progression (2) . Our group has used these samples with a combination of cDNA expression and tissue microarray analysis approaches to identify novel prostate cancer biomarkers, including Enhancer of Zeste homolog 2 (EZH2), Metastasis associated 1 (MTA1), PIM1, and {alpha}-methylacyl-CoA racemase (AMACR), with a supervised analysis comparing androgen-independent to localized prostate cancer samples (3, 4, 5, 6, 7) .

These previous studies, however, lump metastatic tumors as a single entity, whereas the patterns of dissemination at autopsy suggest that metastatic cancer may better be characterized as a group of diseases rather than a single entity. Our goal of the present study was to study the phenotypic characteristics of metastatic prostate cancer in detail. Our data indicate that metastatic prostate cancer demonstrates substantial heterogeneity, even within the same patient. We believe detailed characterization of the heterogeneous phenotypic spectrum of end stage metastatic prostate cancer will guide future molecular studies on metastatic disease, as well as provide a framework for identifying subtypes that may respond better to novel therapeutics.


    MATERIALS AND METHODS
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
Rapid Autopsy Tissue Procurement Protocol.
The rapid autopsy program was approved by the Institutional Review Board of University of Michigan and supported by Specialized Program of Research Excellence in Prostate Cancer (National Cancer Institute grant CA69568) and the Prostate Cancer Foundation. Patients were identified with hormone-refractory prostate cancer by the Medical Oncology Service of the Comprehensive Cancer Center at the University of Michigan Hospitals as described previously (2) . The clinical information obtained for each patient included age at diagnosis, age at death, months to death after diagnosis, initial Gleason score, time on hormonal therapy only, and type of primary and systemic therapy. These autopsies have been referred to as "rapid" or "warm" because of the short time interval (average 3 hours) between patient death and starting the autopsy.

Pathology Data.
Pathology data included detailed histologic evaluation of prostate cancer at metastatic sites, location and systemic distribution pattern of metastasis at both osseous and nonosseous organ sites, and histology of the prostate in event of no previous radical prostatectomy. Microscopic evaluation of all slides from each tumor site was evaluated by the study pathologists (R. B. S., R. M., M. A. R.).

Construction of Tissue Microarray and Immunohistochemistry.
A tissue microarray was constructed from all 30 autopsies to represent all of the prostate cancer metastasis sites and the prostate (if present). Three cores (0.6 mm in diameter) were taken from each representative tissue block. The tissue microarray construction protocol has been described previously (8, 9, 10) . This tissue microarray was immunostained for a variety of tumor markers, including prostate-specific antigen (PSA), androgen receptor (AR), chromogranin (CGA), synaptophysin (SYN), {alpha}-methylacylCoA-racemase (AMACR), and the proliferation marker MIB-1. Immunohistochemistry was performed with standard avidin-biotin complex protocol. For PSA, CGA, SYN, AMACR and MIB-1 antibodies, antigen retrieval was performed in citrate buffer at pH 6.0; and for AR, antigen retrieval was performed with EDTA at pH 8.0 in a pressure cooker. The primary antibodies and dilution were as followings: polyclonal PSA (Dako Cytomation, Carpenteria, CA) 1:2000; monoclonal AR-clone AR 441 (NeoMarkers, Fremont, CA) 1:50; CGA (Biogenex, San Ramon, CA) 1:160; SYN (Biogenex) 1:600; AMACR (generated from denatured recombinant antigen to AMACR) 1:5000; and MIB-1 (Dako Corporation, Carpentaria, CA) 1:100. The slides were evaluated for adequacy with a standard bright field microscope. Digital images were then acquired with the BLISS Imaging System (Bacus Laboratory, Lombard, IL).

Immunohistochemistry evaluation was carried out with Chromavision ACIS II version (Chromavision Medical Systems, Inc., San Juan Capistrano, CA; refs. 11, 12, 13 ). The ACIS uses preprogrammed advanced color detection software that measures immunohistochemical stains intensity (range, 0–255) and percentage expression (0–100%). Because the system has no means of distinguishing tumor tissue from noncancerous tissue, all of the images were reviewed by one of the study pathologists (T. A. B.). Tumor tissue was electronically circled on the computer screen, and only those areas were used to measure the percentage of the circled cells that stained positive for each of the tested markers (0–100%). The final data were recorded in a Microsoft Excel datasheet and were used for statistical analysis.

Microarray Analysis (cDNA).
The spotted cDNA microarrays used for the identification of differentially expressed genes in the rapid autopsy series have been previously described (6 , 7) . The cDNA arrays contained ~5,500 known, named genes from the Research Genetics human cDNA clone set, and >4,400 expressed sequence tags (7) . The expression array data were analyzed with a Cluster and TreeView8 to explore for relationships between samples (14) .

Statistical Analysis.
Regression tree was fitted with time from chemotherapy to death as response, and each immunohistochemistry marker percentage staining values was dichotomized according to the root node splitter from the fitted tree. Survival time was divided into >14.5 months and <14.5 months to represent good versus bad outcome, and 2 x 2 contingency table was generated to test the association between the outcome and maker staining levels. Exact test and linear regression were also performed with statistical software package (SAS Institute Inc., Cary, NC) to measure association between different clinical variables and immunomarkers with survival time.


    RESULTS
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
Clinical Findings from 30 Rapid Autopsy Cases.
Between September 1996 and November 2003, 30 rapid autopsies were performed on men who died of advanced hormone-refractory prostate cancer (Table 1)Citation . The median age at time of death was 71 years (range, 53–84 years). Twenty-eight men were initially diagnosed with clinically localized prostate cancer but developed widely disseminated disease after 5–10 years. Eight men underwent radical prostatectomy before receiving additional treatment and 17 men received external beam radiation as their primary treatment. Twenty-eight men received combination chemotherapy, and all underwent hormonal manipulation. Initial Gleason score was documented in 20 of 30 men and ranged from 4 to 10. The time that patients were treated with androgen deprivation ranged from 0 to 144 months. Patients survived in the hormone-refractory state (measured as time from first chemotherapy) from 0 to 61 months with a hormone-refractory median survival of 14.5 months.


View this table:
[in this window]
[in a new window]

 
Table 1 Clinical characteristics of 30 rapid autopsies

 
Rapid Autopsy Findings.
Widely disseminated prostate cancer was found in most cases. Bone (83%) was the commonest site of metastasis, followed by liver (66%), lymph nodes (63%), lungs (50%), soft tissues (40%), dura (26%), and adrenal glands (23%). A summary of the percentage distribution pattern of prostate cancer metastasis is presented in Fig. 1ACitation . Six cases (20%) had predominantly skeleton system involvement; however, no cases presented with only bone involvement. Five cases (16%) presented with only visceral organ involvement (liver and/or lymph node) without grossly observable evidence of bone involvement. The prostate gland was present in 70% (21 of 30) of cases; of these, 6 cases demonstrated androgen therapy effect as has been previously described in primary prostate cancer (15) . Residual tumor was identified in 20 of 21 cases, 8 cases had extensive disease with involvement of bladder and pelvic soft tissues, and 12 had low volume of disease.



View larger version (26K):
[in this window]
[in a new window]
[Download PPT slide]
 
Fig. 1. A, distribution of hormone-refractory prostate cancer metastasis from 30 rapid autopsy cases performed at the University of Michigan. B, schematic overview of the distribution and overlap of the different histologic patterns identified in the cases from the rapid autopsy hormone-refractory metastatic prostate cancers (NE, neuroendocrine).

 
Review of the histologic appearance of these metastatic prostate cancers revealed heterogeneous patterns with architectural patterns similar to primary prostate cancers as described by Gleason (16) . Although Gleason grading in a clinical setting is not recommended for metastatic tumors (17) , we nevertheless applied the Gleason grades to use a system that is well known to practicing pathologists. The distribution and overlap of different histologic patterns identified in these cases are schematically demonstrated in Fig. 1BCitation and summarized in Table 2Citation . Four cases had uniform tumor morphology at all sites, growing in solid sheets and nests with or without comedonecrosis, resembling Gleason grade 5 (Fig. 2A and B)Citation . Three cases demonstrated uniform morphology at all sites, with tumors growing in a confluent cribriform glandular pattern resembling Gleason grade 4 (Fig. 2C)Citation . The majority of cases (18 cases) had tumors with a mixture of the above two growth patterns resembling a mixture of Gleason grades 4 and 5. Three cases demonstrated neuroendocrine differentiation characterized by tumor growing in nests, trabaculae, and ribbons with uniform round nuclei, high N:C ratio, and salt and pepper chromatin (Fig. 2D and E)Citation . Only one of these three cases was seen as pure growth pattern, whereas in the remaining two cases, neuroendocrine differentiation was seen in combination with Gleason grade 5 pattern. Two cases had tumors with small-cell neuroendocrine carcinoma, similar to oat-cell carcinoma of the lung, characterized by spindling, crushing, and molding of the nuclei and high mitotic activity (Fig. 2F)Citation . Three cases had well-formed glands resembling Gleason grade 3 at some metastatic sites in addition to other growth patterns (three cases; Fig. 2GCitation ). In one case, metastatic tumors demonstrated poor cohesion with an undifferentiated growth pattern (Fig. 2H)Citation , and another case demonstrated focal signet ring cell differentiation (Fig. 2I)Citation in addition to growth pattern of Gleason grade 5. The wide range of these varied histologic patterns is summarized and illustrated in Fig. 2Citation and Table 2Citation . The distribution and overlap of different histologic patterns identified in these cases are schematically demonstrated in Fig. 1BCitation . In one case, focal sarcomatoid differentiation was present only within the prostate site. Focal to diffuse nuclear pleomorphism within tumor cells was seen in 40% of cases, the remaining cases showed round-to-oval uniform nuclei often with prominent nucleoli, a bland cytology typical of prostate cancer.


View this table:
[in this window]
[in a new window]

 
Table 2 Demonstration of the immunophenotype of hormone-refractory metastatic (met) prostate cancers in 30 rapid autopsy cases

 


View larger version (169K):
[in this window]
[in a new window]
[Download PPT slide]
 
Fig. 2. A–I, hematoxylin and eosin stain. Histologic spectrum of treated metastatic prostate cancer: Solid sheets and nests of uniform tumor cells without (A, x200), and with comedonecrosis (B, x200) similar to Gleason grade 5, confluent cribriform glandular pattern of tumor similar to Gleason grade 4 (C, x200), Neuroendocrine differentiation characterized by growth pattern of ribbons, trabaculae, and nests with uniform round nuclei, high N:C ratio, and salt and pepper chromatin (D–E, x200), small-cell carcinoma, characterized by spindling and molding of the nuclei and high mitotic activity (F, x400), uniform tumor cells with well-formed glands similar to Gleason grade 3 (G, x200), tumor cells demonstrating poor cohesion with an undifferentiated growth pattern (H, x400), and tumor with signet ring cell differentiation (I, x200).

 
Choice of Immunomarkers.
Previous work by our group and others have described the immunophenotype of hormone-refractory metastatic prostate tumors (7 , 8 , 18, 19, 20) . One limitation of our previous work has been the subjective manner in which protein expression was reported. Therefore, to attempt to provide more quantitative results and to study potential heterogeneity, we used the Chroma vision ACIS II system for the evaluation of several prostate cancer immunomarkers including PSA, AR, CGA, SYN, MIB-1, and AMACR. PSA was chosen because of its common use as a surrogate marker in the treatment of metastatic disease. AR was chosen because of its importance in understanding the development of androgen-independent disease. CGA and SYN were chosen to explore the concept of neuroendocrine differentiation in androgen-independent disease. MIB-1 was chosen as a proliferation marker. AMACR, a new molecular marker, has previously been shown to be a highly sensitive marker for clinically localized prostate cancer and colorectal cancer (3 , 21) . Our group recently demonstrated that AMACR expression is down-regulated in hormone-refractory metastatic prostate cancer, is androgen independent, and is likely related to tumor differentiation (22) .

Immunophenotype of Prostate Cancer in Different Patients.
The results are summarized in Table 2Citation . The data present the median percentage staining with the range of the immunomarkers across all patients according to tissue site as present on the tissue microarray. All of the immunomarkers demonstrated considerable heterogeneity across disease sites. PSA expression was seen to vary for the percentage of PSA-positive cells with median expression of 39.3 (range, 0.3 to 99.44; SEM, 34.5; Table 2Citation ; Fig. 3Citation ). Consistent with its role as a transcription factor, AR was localized in nuclei. AR expression varied across tumor samples with 31% (83 of 265) of tumor samples expressing >50% AR and 41.5% (100 of 265) expressing <10% AR. Overall expression of AR was down-regulated with median AR expression of 20.04% (range, 0–100%, SEM, 34.28; Table 2Citation ; Fig. 3Citation ). The intensity of AMACR expression varied among the metastatic tumors; the median percentage of positive tumor cells was 8.18% (range, 0.19–71.97%; SEM, 14.58). The median MIB-1 expression was 4.55% (range, 0.25–26%; SEM, 4.61). CGA and SYN were infrequently observed in these metastatic prostate cancer cases, as we have reported previously (8) . The median percentage of metastatic tumor cells demonstrating either CGA or SYN protein expression was 2.23% (range, 0.21–62.51; SEM, 7.55) and 0.83% (range, 0–49.11%; SEM, 8.21), respectively. Cases with neuroendocrine/small-cell morphology usually demonstrated neuroendocrine expression. We investigated whether any of the immunomarkers were predictive of survival time from the initiation of chemotherapy to death. Patients with a PSA median expression >50% demonstrated a significantly better survival than those with <50% expression (P < 0.03).



View larger version (14K):
[in this window]
[in a new window]
[Download PPT slide]
 
Fig. 3. Error bar graphs demonstrating variation of PSA and AR protein expression across the metastatic sites from 30 rapid autopsy cases. (IHC, immunohistography.)

 
Immunophenotype of Prostate Cancer in the Same Patient.
Having demonstrated the marked variation of immunomarkers in different organ sites and patients, we next investigated the expression of AR and PSA in tissue sites within the same patient. Tables 3Citation and 4Citation demonstrate the results for four different representative patients. Results are present as the median percentage staining. A range is given if there was more than one sample from that given site in a patient. All of the patients demonstrated marked differences in AR expression between different tissue sites (2- to 50-fold; Table 3Citation ). There was no pattern to the differences in AR expression between the different organ sites that could be distinguished, and this was true across all patients. Perhaps most striking was that several patients demonstrated a high amount of AR staining, although they were no longer responding to androgen-deprivation therapy. PSA expression also varied widely between tissue sites and, sometimes, even within the same tissue site of a patient (Table 4)Citation . For example, Case 30 demonstrated a range of PSA expression from a median of 3.03 in the prostate to a median of 60.61 in the bone, but the range of expression in the bone itself ranged from 14.67 to 77.86.


View this table:
[in this window]
[in a new window]

 
Table 3 Androgen receptor staining across metastatic sites for rapid autopsy (RA) cases 3, 14, 24, and 30

 

View this table:
[in this window]
[in a new window]

 
Table 4 Prostate-specific antigen staining across metastatic sites for rapid autopsy (RA) cases 3, 14, 24, and 30

 
Expression Array Analysis of Different Metastatic Tissues.
We next sought to determine whether the heterogeneity in histology and phenotype was mirrored by heterogeneity in gene expression. With expression array data that we have previously generated (6, 7, 8) , we performed hierarchical clustering of the 16 metastatic samples from six cases in the rapid autopsy series. The metastatic adenocarcinoma samples were highly heterogeneous (Fig. 4)Citation . Only two metastases from a patient with small-cell histology demonstrated comparable cDNA expression results (Fig. 4)Citation . With the ONCOMINE database, we found that these tumors exhibited a similar expression pattern as small-cell lung cancer (23) .



View larger version (52K):
[in this window]
[in a new window]
[Download PPT slide]
 
Fig. 4. Hierarchical clustering of 16 hormone-refractory metastatic prostate tumors from the rapid autopsy series demonstrates a small subset of genes that were specifically overexpressed in the small-cell phenotype (lower left) but not in the more typical glandular adenocarcinoma (see Discussion for details).

 

    DISCUSSION
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
Autopsy series have been a valuable part of understanding the natural history of diseases, including prostate cancer (24, 25, 26, 27, 28, 29) . This study underscores the continued importance of the autopsy in modern medicine. It demonstrates that metastatic cancer is a group of diseases and needs to be treated as such and emphasizes the importance of obtaining metastatic tissue to understand the biology of prostate cancer. It is a widespread belief that prostate cancer metastasizes to osseous sites but rarely to visceral organs. Three groups (i.e., University of Michigan, Ann Arbor, MI; University of Washington, Seattle, Washington; and Johns Hopkins University, Baltimore, Maryland) have developed rapid autopsy programs with the goal of procuring metastatic osseous and nonosseous prostate cancer samples for research purposes (2 , 20) . Our data and those of others demonstrate that prostate cancer commonly metastasizes to lymph nodes, liver, lung, adrenal, and dura sites in addition to the bone (20 , 24) . The MIB-1 data confirm the work of others in demonstrating the slow doubling time of prostate cancer, which suggests that the cancer develops in multiple sites over a long period of time (30 , 31) . These data also have implications for developing therapy because treatment based on using agents that act on cells with a rapid doubling time may not be effective in androgen-independent prostate cancer. The low rate of effectiveness of traditional chemotherapy agents in prostate cancer appears to reflect this finding.

We, as well as others, have identified several genes that are differentially expressed in primary versus metastatic disease (6 , 7 , 32) . By definition, these analyses are designed to find potential similarities between samples at a similar disease stage and compare the two groups. Whereas these studies have identified several potential biomarkers, they were also remarkable for the amount of heterogeneity and overlap between primary and metastatic samples. To date, metastatic prostate tissue samples from the same patient and between patients have not been systematically been analyzed in an attempt to quantify this heterogeneity and to determine whether it may be important. Our data demonstrate that there are substantial differences in the genotype and phenotype of metastatic prostate cancer between patients and within the same patient. The data in Tables 2Citation , 3Citation , and 4Citation , as well as in Fig. 3Citation demonstrate this heterogeneity when comparing metastatic sites. We did not investigate heterogeneity within individual metastatic sites by comparing multiple biopsies from a given site; however, it seems likely that heterogeneity would have been revealed at that level also. This will be the subject of future studies.

Normal prostate tissue and virtually all primary prostate cancer have been found to uniformly express AR; however, information of AR expression in hormone-refractory prostate cancer is limited (33) . Our study demonstrates heterogeneity in AR expression with frequent AR-positive and AR-negative tumor populations between and within the same patient (Tables 2Citation and 3Citation ). In this study, overall AR expression is down-regulated in hormone-refractory prostate cancer, with 41.5% of tumor samples demonstrating <10% of AR, which suggests that, in such cases, an alternate AR bypass mechanism may also be important in the progression of androgen independence (34) . However, the majority of patients still express substantial amounts of AR although they have undergone long-term androgen ablation. Because intracellular AR, a ligand-dependent transcription activator mediates androgen action, abnormalities in AR are believed to play an important role in the progression of prostate cancer (34, 35, 36) . Chen et al. (37) have recently demonstrated that the AR in androgen-independent prostate cancer can still be active and fueled by submicromolar amount of testosterone. Our present study supports the observation that the AR still may play a central role in the biology of what has been traditionally termed "androgen-independent" disease.

Another clinically significant finding of this study is the low frequency of neuroendocrine phenotype in prostate cancer patients. It has been suggested that most androgen-independent prostate cancer has a neuroendocrine phenotype, and investigators have reported a correlation between the percentage of neuroendocrine expression with tumor progression and an adverse outcome (8 , 20 , 38 , 39) . Our data, as well as those of others, especially from the University of Washington, Seattle, suggest that this is not the case (20) . In our series, only three patients demonstrated neuroendocrine phenotype by histology (two with pure small-cell histology and one with pure neuroendocrine differentiation but not reaching the threshold of small-cell carcinoma). Immunostaining for SYN and CGA was considerably variable and did not correlate with clinical outcome in the androgen-independent patients (as measured from the time of first chemotherapy).

We have extensively used these tumor samples from the rapid autopsy for research directed at understanding prostate cancer progression. Initial expression array analysis was critical in the identification of prostate- and cancer-specific genes such as Hepsin, EZH2, MTA1, and TPD52. (6 , 7 , 40) This initial work grouped all of the hormone-refractory metastatic prostate cancer samples together for purposes of analysis and compared them with primary cancers as well as with normal tissue. These analyses were valuable in that they picked out dominant genes that were expressed differently over a majority of different tumor stages; however, these studies were not done by laser-capture microdissection and, therefore, did not take into account the heterogeneity of the tissues at similar stages. After review of the wide spectrum of histology in this study, we also questioned whether there was heterogeneity of gene expression when comparing metastatic tissue in androgen-independent disease. To our knowledge, this type of analysis, comparing metastatic samples against themselves, has not been done previously. We performed hierarchical clustering of 16 tumor samples from eight rapid autopsy cases. One case with two samples from two different sites had small-cell morphology. Whereas a few genes were differentially expressed in the majority of the metastatic sites including topoisomerase II{alpha}, Mr 170,000 and procollagen-lysine, the majority of metastases did not share a similar gene expression pattern. These data demonstrate that the metastases share more differences than similarities in gene expression when compared with each other. These data were previously obscured when the metastases were used as part of larger arrays comparing normal and primary cancers with metastatic tissue. When we viewed the 95 most substantially differentially expressed genes, there were clusters of genes that were overexpressed only in the small-cell metastatic samples (Fig. 4)Citation . When small-cell prostate cancer does occur, it seems to have the genotypic pattern of small-cell lung cancer. With ONCOMINE, we were able to interrogate other over-60-expression array datasets that contained information on these differentially expressed genes (23) . Multiple genes, including TTF-1, PLOD2, TOP2A, Cyclin A2, CDC2, RBBP8, and GNAS, found to be overexpressed in the two samples from a metastatic small-cell cancer of the prostate have all been previously identified as being significantly overexpressed in small-cell cancers of lung as compared with benign lung tissue as demonstrated by the adjusted P-values with ONCOMINE (40, 41, 42, 43) .

Previous studies have demonstrated the value of using PSA immunohistochemistry in the diagnosis of metastatic prostate cancer (44 , 45) . As previously noted by Stein et al. (45) , the majority of end-stage prostate cancers retain PSA expression if all tumor samples are evaluated; however PSA expression is quite variable when individual tumor samples are evaluated (Tables 2Citation , 4Citation ). There seemed to be no correlation between AR expression and PSA expression, which suggests that PSA expression may be driven by non-AR mechanisms in late-stage prostate cancer. We noted that patients with a median PSA staining of >50% had a longer survival in the androgen-independent setting than those with <50% staining. Roudier et al. (20) also found that that tumors with >50% of sites with >50% of cells expressing PSA were significantly associated with longer survival.

In conclusion, it is of note that no single biomarker or group of biomarkers has yet been identified that can successfully predict disease recurrence 100% of the time. Although studies have tried to identify subsets of genes that characterize the metastatic phenotype, these, by definition, ignore the heterogeneity of metastatic cancer (6 , 7 , 32) . We demonstrate that end-stage hormone-refractory metastatic prostate cancer is a heterogeneous group of diseases. Understanding this heterogeneity is key to understanding prostate cancer progression and to guiding the development of future treatment paradigms.


    ACKNOWLEDGMENTS
 
We thank the patients and their family members who, through their generous participation in this tissue donor program, have facilitated the study of advanced prostate cancer; Robin Kunkel for assistance in preparing figures; Srilakshmi Bhagavathula for assistance in preparation of the database; and Dr. Lakshmi Priya Kunju for her participation in the performance of rapid autopsy cases.


    FOOTNOTES
 
Grant support: Supported by the Specialized Program of Research Excellence for Prostate Cancer (SPORE) National Cancer Institute (NCI) grant P50CA69568, NCI grant CA 97063 (A. Chinnaiyan and M. Rubin), R01AG21404 (M. Rubin and A. Chinnaiyan), American Cancer Society RSG-02-179-MGO (A. Chinnaiyan and M. Rubin), and NCI CA102872 (K. Pienta). K. Pienta is supported by the American Cancer Society as a Clinical Research Professor.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

Note: Presented in part at the United States and Canadian Academy of Pathology Annual Meeting, Vancouver, BC, Canada, March, 2004; M. A. Rubin and K. J. Pienta share senior authorship.

Requests for reprints: Rajal B. Shah, Department of Pathology, University of Michigan, 2G332 UH, 1500 East Medical Center Drive, Ann Arbor, MI 48109-0054. Phone: (734) 936-6776; Fax: (734) 763-4095; E-mail: rajshah{at}umich.edu

8 http://www.microarrays.org. Back

Received 7/14/04. Revised 8/18/04. Accepted 9/15/04.


    REFERENCES
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 

  1. Jemal A, Murray T, Samuels A, Ghafoor A, Ward E, Thun MJ Cancer statistics, 2003. CA Cancer J Clin 2003;53:5-26.[Abstract/Free Full Text]
  2. Rubin MA, Putzi M, Mucci N, et al Rapid ("warm") autopsy study for procurement of metastatic prostate cancer. Clin Cancer Res 2000;6:1038-45.[Abstract/Free Full Text]
  3. Rubin MA, Zhou M, Dhanasekaran SM, et al alpha-Methylacyl coenzyme A racemase as a tissue biomarker for prostate cancer. JAMA 2002;287:1662-70.[Abstract/Free Full Text]
  4. Sun YX, Wang J, Shelburne CE, et al Expression of CXCR4 and CXCL12 (SDF-1) in human prostate cancers (PCa) in vivo. J Cell Biochem 2003;89:462-73.[CrossRef][Medline]
  5. Xin W, Rhodes DR, Ingold C, Chinnaiyan AM, Rubin MA Dysregulation of the annexin family protein family is associated with prostate cancer progression. Am J Pathol 2003;162:255-61.[Abstract/Free Full Text]
  6. Varambally S, Dhanasekaran SM, Zhou M, et al The polycomb group protein EZH2 is involved in progression of prostate cancer. Nature (Lond) 2002;419:624-29.[CrossRef][Medline]
  7. Dhanasekaran SM, Barrette TR, Ghosh D, et al Delineation of prognostic biomarkers in prostate cancer. Nature (Lond) 2001;412:822-26.[CrossRef][Medline]
  8. Mucci NR, Akdas G, Manely S, Rubin MA Neuroendocrine expression in metastatic prostate cancer: evaluation of high throughput tissue microarrays to detect heterogeneous protein expression. Hum Pathol 2000;31:406-14.[CrossRef][Medline]
  9. Rubin MA, Dunn R, Strawderman M, Pienta KJ Tissue microarray sampling strategy for prostate cancer biomarker analysis. Am J Surg Pathol 2002;26:312-9.[CrossRef][Medline]
  10. Kononen J, Bubendorf L, Kallioniemi A, et al Tissue microarrays for high-throughput molecular profiling of tumor specimens. Nat Med 1998;4:844-7.[CrossRef][Medline]
  11. Hilbe W, Gachter A, Duba HC, et al Comparison of automated cellular imaging system and manual microscopy for immunohistochemically stained cryostat sections of lung cancer specimens applying p53, ki-67 and p120. Oncol Rep 2003;10:15-20.[Medline]
  12. Wang S, Saboorian MH, Frenkel EP, et al Assessment of HER-2/neu status in breast cancer. Automated Cellular Imaging System (ACIS)-assisted quantitation of immunohistochemical assay achieves high accuracy in comparison with fluorescence in situ hybridization assay as the standard. Am J Clin Pathol 2001;116:495-503.[Abstract/Free Full Text]
  13. Bauer KD, de la Torre-Bueno J, Diel IJ, et al Reliable and sensitive analysis of occult bone marrow metastases using automated cellular imaging. Clin Cancer Res 2000;6:3552-9.[Abstract/Free Full Text]
  14. Eisen MB, Spellman PT, Brown PO, Botstein D Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA 1998;95:14863-8.[Abstract/Free Full Text]
  15. Reuter VE Pathological changes in benign and malignant prostatic tissue following androgen deprivation therapy. Urology 1997;49(Suppl):16-22.
  16. Gleason D Classification of prostate carcinoma. Cancer Chemother Rep 1966;50:125-8.[Medline]
  17. Amin MB, Grignon DJ, Humphrey PA, Srigley JR . Gleason grading of prostate cancer: a contemporary approach 1st ed. 2003116 Lippincott Williams and Wilkins Philadelphia
  18. Rubin MA, Mucci NR, Figurski J, Fecko A, Pienta KJ, Day ML E-cadherin expression in prostate cancer: a broad survey using high-density tissue microarray technology. Hum Pathol 2001;32:690-7.[CrossRef][Medline]
  19. Zhou M, Shah R, Shen R, Rubin MA Basal cell cocktail (34betaE12 + p63) improves the detection of prostate basal cells. Am J Surg Pathol 2003;27:365-71.[CrossRef][Medline]
  20. Roudier MP, True LD, Higano CS, et al Phenotypic heterogeneity of end-stage prostate carcinoma metastatic to bone. Hum Pathol 2003;34:646-53.[CrossRef][Medline]
  21. Zhou M, Chinnaiyan AM, Kleer CG, Lucas PC, Rubin MA Alpha-Methyl-CoA racemase: a novel tumor marker over expressed in several human cancers and their precursor lesions. Am J Surg Pathol 2002;26:926-31.[CrossRef][Medline]
  22. Kuefer R, Varambally S, Zhou M, et al alpha-Methylacyl-CoA racemase: expression levels of this novel cancer biomarker depend on tumor differentiation. Am J Pathol 2002;161:841-8.[Abstract/Free Full Text]
  23. Rhodes DR, Yu J, Shanker K, et al ONCOMINE: a cancer microarray database and data-mining platform. Neoplasia 2004;6:1-6.[Medline]
  24. Bubendorf L, Schopfer A, Wagner U, et al Metastatic patterns of prostate cancer: an autopsy study of 1,589 patients. Hum Pathol 2000;31:578-83.[CrossRef][Medline]
  25. Billis A Latent carcinoma and atypical lesions of prostate. An autopsy study. Urology 1986;28:324-9.[CrossRef][Medline]
  26. Gatling RR Prostate carcinoma: an autopsy evaluation of the influence of age, tumor grade, and therapy on tumor biology. South Med J 1990;83:782-4.[Medline]
  27. Sakr WA, Grignon DJ, Crissman JD, et al High grade prostatic intraepithelial neoplasia (HGPIN) and prostatic adenocarcinoma between the ages of 20–69: an autopsy study of 249 cases. In Vivo 1994;8:439-43.[Medline]
  28. Stemmermann GN, Nomura AM, Chyou PH, Yatani R A prospective comparison of prostate cancer at autopsy and as a clinical event: the Hawaii Japanese experience. Cancer Epidemiol Biomark Prev 1992;1:189-93.[Abstract/Free Full Text]
  29. Silvestri F, Bussani R, Pavletic N, Bassan F Neoplastic and borderline lesions of the prostate: autopsy study and epidemiological data. Pathol Res Pract 1995;191:908-16.[Medline]
  30. Berges RR, Vukanovic J, Epstein JI, et al Implication of cell kinetic changes during the progression of human prostatic cancer. Clin Cancer Res 1995;1:473-80.[Abstract]
  31. Pinski J, Parikh A, Bova GS, Isaacs JT Therapeutic implications of enhanced G(0)/G(1) checkpoint control induced by coculture of prostate cancer cells with osteoblasts. Cancer Res 2001;61:6372-6.[Abstract/Free Full Text]
  32. Ramaswamy S, Ross KN, Lander ES, Golub TR A molecular signature of metastasis in primary solid tumors. Nat Genet 2003;33:49-54.[CrossRef][Medline]
  33. Hobisch A, Culig Z, Radmayr C, Bartsch G, Klocker H, Hittmair A Distant metastases from prostatic carcinoma express androgen receptor protein. Cancer Res 1995;55:3068-72.[Abstract/Free Full Text]
  34. Jenster G The role of the androgen receptor in the development and progression of prostate cancer. Semin Oncol 1999;26:407-21.[Medline]
  35. Culig Z, Klocker H, Bartsch G, Hobisch A Androgen receptors in prostate cancer. Endocr-Relat Cancer 2002;9:155-70.
  36. Suzuki H, Ueda T, Ichikawa T, Ito H Androgen receptor involvement in the progression of prostate cancer. Endocr-Relat Cancer 2003;10:209-16.
  37. Chen CD, Welsbie DS, Tran C, et al Molecular determinants of resistance to antiandrogen therapy. Nat Med 2004;10:33-9.[CrossRef][Medline]
  38. Aprikian AG, Cordon-Cardo C, Fair WR, et al Neuroendocrine differentiation in metastatic prostatic adenocarcinoma. J Urol 1994;151:914-9.[Medline]
  39. Bostwick DG, Qian J, Pacelli A, et al Neuroendocrine expression in node positive prostate cancer: correlation with systemic progression and patient survival. J Urol 2002;168:1204-11.[CrossRef][Medline]
  40. Rhodes DR, Barrette TR, Rubin MA, Ghosh D, Chinnaiyan AM Meta-analysis of microarrays: interstudy validation of gene expression profiles reveals pathway dysregulation in prostate cancer. Cancer Res 2002;62:4427-33.[Abstract/Free Full Text]
  41. Fabbro D, Di Loreto C, Stamerra O, Beltrami CA, Lonigro R, Damante G TTF-1 gene expression in human lung tumours. Eur J Cancer 1996;32A:512-7.
  42. Harlamert HA, Mira J, Bejarano PA, et al Thyroid transcription factor-1 and cytokeratins 7 and 20 in pulmonary and breast carcinoma. Acta Cytol 1998;42:1382-8.[Medline]
  43. Agoff SN, Lamps LW, Philip AT, et al Thyroid transcription factor-1 is expressed in extrapulmonary small cell carcinomas but not in other extrapulmonary neuroendocrine tumors. Mod Pathol 2000;13:238-42.[CrossRef][Medline]
  44. Shah NT, Tuttle SE, Strobel SL, Gandhi L Prostatic carcinoma metastatic to bone: sensitivity and specificity of prostate-specific antigen and prostatic acid phosphatase in decalcified material. J Surg Oncol 1985;29:265-8.[Medline]
  45. Stein BS, Vangore S, Petersen RO Immunoperoxidase localization of prostatic antigens. Comparison of primary and metastatic sites. Urology 1984;24:146-52.[CrossRef][Medline]



This article has been cited by other articles:


Home page
Cancer Res.Home page
L. Zhao, B. Y. Lee, D. A. Brown, M. P. Molloy, G. M. Marx, N. Pavlakis, M. J. Boyer, M. R. Stockler, W. Kaplan, S. N. Breit, et al.
Identification of Candidate Biomarkers of Therapeutic Response to Docetaxel by Proteomic Profiling
Cancer Res., October 1, 2009; 69(19): 7696 - 7703.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
H. Pu, J. Collazo, E. Jones, D. Gayheart, S. Sakamoto, A. Vogt, B. Mitchell, and N. Kyprianou
Dysfunctional Transforming Growth Factor-{beta} Receptor II Accelerates Prostate Tumorigenesis in the TRAMP Mouse Model
Cancer Res., September 15, 2009; 69(18): 7366 - 7374.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
M. P. Steinkamp, O. A. O'Mahony, M. Brogley, H. Rehman, E. W. LaPensee, S. Dhanasekaran, M. D. Hofer, R. Kuefer, A. Chinnaiyan, M. A. Rubin, et al.
Treatment-Dependent Androgen Receptor Mutations in Prostate Cancer Exploit Multiple Mechanisms to Evade Therapy
Cancer Res., May 15, 2009; 69(10): 4434 - 4442.
[Abstract] [Full Text] [PDF]


Home page
Molecular Cancer TherapeuticsHome page
D. J. Vander Griend, L. Antony, S. L. Dalrymple, Y. Xu, S. B. Christensen, S. R. Denmeade, and J. T. Isaacs
Amino acid containing thapsigargin analogues deplete androgen receptor protein via synthesis inhibition and induce the death of prostate cancer cells
Mol. Cancer Ther., May 1, 2009; 8(5): 1340 - 1349.
[Abstract] [Full Text] [PDF]


Home page
Am. J. Pathol.Home page
Y. Wang, P. Nangia-Makker, L. Tait, V. Balan, V. Hogan, K. J. Pienta, and A. Raz
Regulation of Prostate Cancer Progression by Galectin-3
Am. J. Pathol., April 1, 2009; 174(4): 1515 - 1523.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
R. G. Bedolla, Y. Wang, A. Asuncion, K. Chamie, S. Siddiqui, M. M. Mudryj, T. J. Prihoda, J. Siddiqui, A. M. Chinnaiyan, R. Mehra, et al.
Nuclear versus Cytoplasmic Localization of Filamin A in Prostate Cancer: Immunohistochemical Correlation with Metastases
Clin. Cancer Res., February 1, 2009; 15(3): 788 - 796.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
T. Tsuji, S. Ibaragi, K. Shima, M. G. Hu, M. Katsurano, A. Sasaki, and G.-f. Hu
Epithelial-Mesenchymal Transition Induced by Growth Suppressor p12CDK2-AP1 Promotes Tumor Cell Local Invasion but Suppresses Distant Colony Growth
Cancer Res., December 15, 2008; 68(24): 10377 - 10386.
[Abstract] [Full Text] [PDF]


Home page
Mol Cancer ResHome page
O. A. O'Mahony, M. P. Steinkamp, M. A. Albertelli, M. Brogley, H. Rehman, and D. M. Robins
Profiling Human Androgen Receptor Mutations Reveals Treatment Effects in a Mouse Model of Prostate Cancer
Mol. Cancer Res., November 1, 2008; 6(11): 1691 - 1701.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
H. D. Martinez, R. J. Jasavala, I. Hinkson, L. D. Fitzgerald, J. S. Trimmer, H.-J. Kung, and M. E. Wright
RNA Editing of Androgen Receptor Gene Transcripts in Prostate Cancer Cells
J. Biol. Chem., October 31, 2008; 283(44): 29938 - 29949.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
F.-M. Lin, C.-H. Tsai, Y.-C. Yang, W.-C. Tu, L.-R. Chen, Y.-S. Liang, S.-Y. Wang, L.-F. Shyur, S.-C. Chien, T.-L. Cha, et al.
A Novel Diterpene Suppresses CWR22Rv1 Tumor Growth In vivo through Antiproliferation and Proapoptosis
Cancer Res., August 15, 2008; 68(16): 6634 - 6642.
[Abstract] [Full Text] [PDF]


Home page
Mol Cancer ResHome page
K. Chu, C.-J. Cheng, X. Ye, Y.-C. Lee, A. J. Zurita, D.-T. Chen, L.-Y. Yu-Lee, S. Zhang, E. T. Yeh, M. C-T. Hu, et al.
Cadherin-11 Promotes the Metastasis of Prostate Cancer Cells to Bone
Mol. Cancer Res., August 1, 2008; 6(8): 1259 - 1267.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
S.-H. Lin, Y.-C. Lee, M. B. Choueiri, S. Wen, P. Mathew, X. Ye, K.-A. Do, N. M. Navone, J. Kim, S.-M. Tu, et al.
Soluble ErbB3 Levels in Bone Marrow and Plasma of Men with Prostate Cancer
Clin. Cancer Res., June 15, 2008; 14(12): 3729 - 3736.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
R. B. Montgomery, E. A. Mostaghel, R. Vessella, D. L. Hess, T. F. Kalhorn, C. S. Higano, L. D. True, and P. S. Nelson
Maintenance of Intratumoral Androgens in Metastatic Prostate Cancer: A Mechanism for Castration-Resistant Tumor Growth
Cancer Res., June 1, 2008; 68(11): 4447 - 4454.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
R. Mehra, S. A. Tomlins, J. Yu, X. Cao, L. Wang, A. Menon, M. A. Rubin, K. J. Pienta, R. B. Shah, and A. M. Chinnaiyan
Characterization of TMPRSS2-ETS Gene Aberrations in Androgen-Independent Metastatic Prostate Cancer
Cancer Res., May 15, 2008; 68(10): 3584 - 3590.
[Abstract] [Full Text] [PDF]


Home page
Molecular Cancer TherapeuticsHome page
D. E. Frigo and D. P. McDonnell
Differential effects of prostate cancer therapeutics on neuroendocrine transdifferentiation
Mol. Cancer Ther., March 1, 2008; 7(3): 659 - 669.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
A. J. Najy, K. C. Day, and M. L. Day
ADAM15 Supports Prostate Cancer Metastasis by Modulating Tumor Cell-Endothelial Cell Interaction
Cancer Res., February 15, 2008; 68(4): 1092 - 1099.
[Abstract] [Full Text] [PDF]


Home page
CarcinogenesisHome page
S.-L. Lin, D. Chang, A. Chiang, and S.-Y. Ying
Androgen receptor regulates CD168 expression and signaling in prostate cancer
Carcinogenesis, February 1, 2008; 29(2): 282 - 290.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
J. R. Sterbis, C. Gao, B. Furusato, Y. Chen, S. Shaheduzzaman, L. Ravindranath, D. J. Osborn, I. L. Rosner, A. Dobi, D. G. McLeod, et al.
Higher Expression of the Androgen-Regulated Gene PSA/HK3 mRNA in Prostate Cancer Tissues Predicts Biochemical Recurrence-Free Survival
Clin. Cancer Res., February 1, 2008; 14(3): 758 - 763.
[Abstract] [Full Text] [PDF]


Home page
Hum Mol GenetHome page
M. A. Albertelli, O. A. O'Mahony, M. Brogley, J. Tosoian, M. Steinkamp, S. Daignault, K. Wojno, and D. M. Robins
Glutamine tract length of human androgen receptors affects hormone-dependent and -independent prostate cancer in mice
Hum. Mol. Genet., January 1, 2008; 17(1): 98 - 110.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
S. R. Setlur, T. E. Royce, A. Sboner, J.-M. Mosquera, F. Demichelis, M. D. Hofer, K. D. Mertz, M. Gerstein, and M. A. Rubin
Integrative Microarray Analysis of Pathways Dysregulated in Metastatic Prostate Cancer
Cancer Res., November 1, 2007; 67(21): 10296 - 10303.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
R. Mehra, B. Han, S. A. Tomlins, L. Wang, A. Menon, M. J. Wasco, R. Shen, J. E. Montie, A. M. Chinnaiyan, and R. B. Shah
Heterogeneity of TMPRSS2 Gene Rearrangements in Multifocal Prostate Adenocarcinoma: Molecular Evidence for an Independent Group of Diseases
Cancer Res., September 1, 2007; 67(17): 7991 - 7995.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
M. M. Shen and C. Abate-Shen
Pten Inactivation and the Emergence of Androgen-Independent Prostate Cancer
Cancer Res., July 15, 2007; 67(14): 6535 - 6538.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
N. Chen, X.-C. Ye, K. Chu, N. M. Navone, E. H. Sage, L.-Y. Yu-Lee, C. J. Logothetis, and S.-H. Lin
A Secreted Isoform of ErbB3 Promotes Osteonectin Expression in Bone and Enhances the Invasiveness of Prostate Cancer Cells
Cancer Res., July 15, 2007; 67(14): 6544 - 6548.
[Abstract] [Full Text] [PDF]


Home page
CA Cancer J ClinHome page
R. D. Loberg, D. A. Bradley, S. A. Tomlins, A. M. Chinnaiyan, and K. J. Pienta
The Lethal Phenotype of Cancer: The Molecular Basis of Death Due to Malignancy
CA Cancer J Clin, July 1, 2007; 57(4): 225 - 241.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
T. Isayeva, D. Chanda, L. Kallman, I.-E. A. Eltoum, and S. Ponnazhagan
Effects of Sustained Antiangiogenic Therapy in Multistage Prostate Cancer in TRAMP Model
Cancer Res., June 15, 2007; 67(12): 5789 - 5797.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
K. Tamura, M. Furihata, T. Tsunoda, S. Ashida, R. Takata, W. Obara, H. Yoshioka, Y. Daigo, Y. Nasu, H. Kumon, et al.
Molecular Features of Hormone-Refractory Prostate Cancer Cells by Genome-Wide Gene Expression Profiles
Cancer Res., June 1, 2007; 67(11): 5117 - 5125.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
Y. Lu, Z. Cai, G. Xiao, E. T. Keller, A. Mizokami, Z. Yao, G. D. Roodman, and J. Zhang
Monocyte Chemotactic Protein-1 Mediates Prostate Cancer-Induced Bone Resorption
Cancer Res., April 15, 2007; 67(8): 3646 - 3653.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
D. R. Shaffer, M. A. Leversha, D. C. Danila, O. Lin, R. Gonzalez-Espinoza, B. Gu, A. Anand, K. Smith, P. Maslak, G. V. Doyle, et al.
Circulating Tumor Cell Analysis in Patients with Progressive Castration-Resistant Prostate Cancer
Clin. Cancer Res., April 1, 2007; 13(7): 2023 - 2029.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
H. I. Scher, M. Warren, and G. Heller
The Association Between Measures of Progression and Survival in Castrate-Metastatic Prostate Cancer
Clin. Cancer Res., March 1, 2007; 13(5): 1488 - 1492.
[Abstract] [Full Text] [PDF]


Home page
CarcinogenesisHome page
S.-L. Lin, D. Chang, and S.-Y. Ying
Hyaluronan stimulates transformation of androgen-independent prostate cancer
Carcinogenesis, February 1, 2007; 28(2): 310 - 320.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
J. N. Davis, K. J. Wojno, S. Daignault, M. D. Hofer, R. Kuefer, M. A. Rubin, and M. L. Day
Elevated E2F1 Inhibits Transcription of the Androgen Receptor in Metastatic Hormone-Resistant Prostate Cancer
Cancer Res., December 15, 2006; 66(24): 11897 - 11906.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
L. Pootrakul, R. H. Datar, S.-R. Shi, J. Cai, D. Hawes, S. G. Groshen, A. S. Lee, and R. J. Cote
Expression of Stress Response Protein Grp78 Is Associated with the Development of Castration-Resistant Prostate Cancer.
Clin. Cancer Res., October 15, 2006; 12(20): 5987 - 5993.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
R. L. Vessella and E. Corey
Targeting factors involved in bone remodeling as treatment strategies in prostate cancer bone metastasis.
Clin. Cancer Res., October 15, 2006; 12(20): 6285s - 6290s.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
I. V. Litvinov, D. J. Vander Griend, L. Antony, S. Dalrymple, A. M. De Marzo, C. G. Drake, and J. T. Isaacs
Androgen receptor as a licensing factor for DNA replication in androgen-sensitive prostate cancer cells
PNAS, October 10, 2006; 103(41): 15085 - 15090.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
S. M. Dehm and D. J. Tindall
Ligand-independent Androgen Receptor Activity Is Activation Function-2-independent and Resistant to Antiandrogens in Androgen Refractory Prostate Cancer Cells
J. Biol. Chem., September 22, 2006; 281(38): 27882 - 27893.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
R. Axelrod, D. E. Axelrod, and K. J. Pienta
From the Cover: Evolution of cooperation among tumor cells
PNAS, September 5, 2006; 103(36): 13474 - 13479.
[Abstract] [Full Text] [PDF]


Home page
Endocr Relat CancerHome page
P Singh, A Uzgare, I Litvinov, S R Denmeade, and J T Isaacs
Combinatorial androgen receptor targeted therapy for prostate cancer.
Endocr. Relat. Cancer, September 1, 2006; 13(3): 653 - 666.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
S. Perner, F. Demichelis, R. Beroukhim, F. H. Schmidt, J.-M. Mosquera, S. Setlur, J. Tchinda, S. A. Tomlins, M. D. Hofer, K. G. Pienta, et al.
TMPRSS2:ERG Fusion-Associated Deletions Provide Insight into the Heterogeneity of Prostate Cancer.
Cancer Res., September 1, 2006; 66(17): 8337 - 8341.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
S.-Y. Park, Y.-J. Kim, A. C. Gao, J. L. Mohler, S. A. Onate, A. A. Hidalgo, C. Ip, E.-M. Park, S. Y. Yoon, and Y.-M. Park
Hypoxia increases androgen receptor activity in prostate cancer cells.
Cancer Res., May 15, 2006; 66(10): 5121 - 5129.
[Abstract] [Full Text] [PDF]


Home page
Molecular Cancer TherapeuticsHome page
L. A. Gomez, A. de las Pozas, and C. Perez-Stable
Sequential combination of flavopiridol and docetaxel reduces the levels of X-linked inhibitor of apoptosis and AKT proteins and stimulates apoptosis in human LNCaP prostate cancer cells
Mol. Cancer Ther., May 1, 2006; 5(5): 1216 - 1226.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
S. Varghese, S. D. Rabkin, P. G. Nielsen, W. Wang, and R. L. Martuza
Systemic oncolytic herpes virus therapy of poorly immunogenic prostate cancer metastatic to lung.
Clin. Cancer Res., May 1, 2006; 12(9): 2919 - 2927.
[Abstract] [Full Text] [PDF]


Home page
Molecular Cancer TherapeuticsHome page
B. Han, H. Xie, Q. Chen, and J.-T. Zhang
Sensitizing hormone-refractory prostate cancer cells to drug treatment by targeting 14-3-3{sigma}.
Mol. Cancer Ther., April 1, 2006; 5(4): 903 - 912.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
L. Wallner, J. Dai, J. Escara-Wilke, J. Zhang, Z. Yao, Y. Lu, M. Trikha, J. A. Nemeth, M. H. Zaki, and E. T. Keller
Inhibition of Interleukin-6 with CNTO328, an Anti-Interleukin-6 Monoclonal Antibody, Inhibits Conversion of Androgen-Dependent Prostate Cancer to an Androgen-Independent Phenotype in Orchiectomized Mice.
Cancer Res., March 15, 2006; 66(6): 3087 - 3095.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
K. J. Pienta and D. Bradley
Mechanisms underlying the development of androgen-independent prostate cancer.
Clin. Cancer Res., March 15, 2006; 12(6): 1665 - 1671.
[Full Text] [PDF]


Home page
Cancer Res.Home page
M. Stanbrough, G. J. Bubley, K. Ross, T. R. Golub, M. A. Rubin, T. M. Penning, P. G. Febbo, and S. P. Balk
Increased expression of genes converting adrenal androgens to testosterone in androgen-independent prostate cancer.
Cancer Res., March 1, 2006; 66(5): 2815 - 2825.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
Y. Kitagawa, J. Dai, J. Zhang, J. M. Keller, J. Nor, Z. Yao, and E. T. Keller
Vascular Endothelial Growth Factor Contributes to Prostate Cancer-Mediated Osteoblastic Activity
Cancer Res., December 1, 2005; 65(23): 10921 - 10929.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
R. W. Ross, S. Halabi, S.-S. Ou, B. R. Rajeshkumar, B. A. Woda, N. J. Vogelzang, E. J. Small, M.-E. Taplin, and P. W. Kantoff
Predictors of Prostate Cancer Tissue Acquisition by an Undirected Core Bone Marrow Biopsy in Metastatic Castration-Resistant Prostate Cancer--A Cancer and Leukemia Group B Study
Clin. Cancer Res., November 15, 2005; 11(22): 8109 - 8113.
[Abstract] [Full Text] [PDF]


Home page
JCOHome page
H. I. Scher and C. L. Sawyers
Biology of Progressive, Castration-Resistant Prostate Cancer: Directed Therapies Targeting the Androgen-Receptor Signaling Axis
J. Clin. Oncol., November 10, 2005; 23(32): 8253 - 8261.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
S. M. Pulukuri, C. S. Gondi, S. S. Lakka, A. Jutla, N. Estes, M. Gujrati, and J. S. Rao
RNA Interference-directed Knockdown of Urokinase Plasminogen Activator and Urokinase Plasminogen Activator Receptor Inhibits Prostate Cancer Cell Invasion, Survival, and Tumorigenicity in Vivo
J. Biol. Chem., October 28, 2005; 280(43): 36529 - 36540.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
J. Dai, J. Keller, J. Zhang, Y. Lu, Z. Yao, and E. T. Keller
Bone Morphogenetic Protein-6 Promotes Osteoblastic Prostate Cancer Bone Metastases through a Dual Mechanism
Cancer Res., September 15, 2005; 65(18): 8274 - 8285.
[Abstract] [Full Text] [PDF]


Home page
CA Cancer J ClinHome page
K. J. Pienta and D. C. Smith
Advances in Prostate Cancer Chemotherapy: A New Era Begins
CA Cancer J Clin, September 1, 2005; 55(5): 300 - 318.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
H. I. Scher, M. J. Morris, W. K. Kelly, L. H. Schwartz, and G. Heller
Prostate Cancer Clinical Trial End Points: "RECIST"ing a Step Backwards
Clin. Cancer Res., July 15, 2005; 11(14): 5223 - 5232.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
C. J. Dimitroff, L. Descheny, N. Trujillo, R. Kim, V. Nguyen, W. Huang, K. J. Pienta, J. L. Kutok, and M. A. Rubin
Identification of Leukocyte E-Selectin Ligands, P-Selectin Glycoprotein Ligand-1 and E-Selectin Ligand-1, on Human Metastatic Prostate Tumor Cells
Cancer Res., July 1, 2005; 65(13): 5750 - 5760.
[Abstract] [Full Text] [PDF]


Home page
Endocr Relat CancerHome page
Z Culig, H Steiner, G Bartsch, and A Hobisch
Mechanisms of endocrine therapy-responsive and -unresponsive prostate tumours
Endocr. Relat. Cancer, June 1, 2005; 12(2): 229 - 244.
[Abstract] [Full Text] [PDF]


Home page
Cancer Epidemiol. Biomarkers Prev.Home page
A. K. Witkiewicz, S. Varambally, R. Shen, R. Mehra, M. S. Sabel, D. Ghosh, A. M. Chinnaiyan, M. A. Rubin, and C. G. Kleer
{alpha}-Methylacyl-CoA Racemase Protein Expression Is Associated with the Degree of Differentiation in Breast Cancer Using Quantitative Image Analysis
Cancer Epidemiol. Biomarkers Prev., June 1, 2005; 14(6): 1418 - 1423.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Shah, R. B.
Right arrow Articles by Pienta, K. J.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Shah, R. B.
Right arrow Articles by Pienta, K. J.


HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Cancer Research Clinical Cancer Research
Cancer Epidemiology Biomarkers & Prevention Molecular Cancer Therapeutics
Molecular Cancer Research Cancer Prevention Research
Cancer Prevention Journals Portal Cancer Reviews Online
Annual Meeting Education Book Meeting Abstracts Online