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Rashid R, Copelli S, Silverstein JC, Becich MJ. REDCap and the National Mesothelioma Virtual Bank-a scalable and sustainable model for rare disease biorepositories. J Am Med Inform Assoc 2023; 30:1634-1644. [PMID: 37487555 PMCID: PMC10531116 DOI: 10.1093/jamia/ocad132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/16/2023] [Accepted: 07/10/2023] [Indexed: 07/26/2023] Open
Abstract
OBJECTIVE Rare disease research requires data sharing networks to power translational studies. We describe novel use of Research Electronic Data Capture (REDCap), a web application for managing clinical data, by the National Mesothelioma Virtual Bank, a federated biospecimen, and data sharing network. MATERIALS AND METHODS National Mesothelioma Virtual Bank (NMVB) uses REDCap to integrate honest broker activities, enabling biospecimen and associated clinical data provisioning to investigators. A Web Portal Query tool was developed to source and visualize REDCap data in interactive, faceted search, enabling cohort discovery by public users. An AWS Lambda function behind an API calculates the counts visually presented, while protecting record level data. The user-friendly interface, quick responsiveness, automatic generation from REDCap, and flexibility to new data, was engineered to sustain the NMVB research community. RESULTS NMVB implementations enabled a network of 8 research institutions with over 2000 mesothelioma cases, including clinical annotations and biospecimens, and public users' cohort discovery and summary statistics. NMVB usage and impact is demonstrated by high website visits (>150 unique queries per month), resource use requests (>50 letter of interests), and citations (>900) to papers published using NMVB resources. DISCUSSION NMVB's REDCap implementation and query tool is a framework for implementing federated and integrated rare disease biobanks and registries. Advantages of this framework include being low-cost, modular, scalable, and efficient. Future advances to NVMB's implementations will include incorporation of -omics data and development of downstream analysis tools to advance mesothelioma and rare disease research. CONCLUSION NVMB presents a framework for integrating biobanks and patient registries to enable translational research for rare diseases.
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Affiliation(s)
- Rumana Rashid
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Medical Scientist Training Program, University of Pittsburgh-Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - Susan Copelli
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Jonathan C Silverstein
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Michael J Becich
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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2
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Baumann B, Acosta AM, Richards Z, Deaton R, Sapatynska A, Murphy A, Kajdacsy-Balla A, Gann PH, Nonn L. Association of High miR-182 Levels with Low-Risk Prostate Cancer. THE AMERICAN JOURNAL OF PATHOLOGY 2019; 189:911-923. [PMID: 30703341 PMCID: PMC6446228 DOI: 10.1016/j.ajpath.2018.12.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 12/11/2018] [Accepted: 12/20/2018] [Indexed: 02/06/2023]
Abstract
A subset of men with prostate cancer develops aggressive disease. We sought to determine whether miR-182, an miRNA with reported oncogenic functions in the prostate, is associated with biochemical recurrence and aggressive disease. Prostate epithelial miR-182 expression was quantified via in situ hybridization of two prostate tissue microarrays and by laser-capture microdissection of prostate epithelium. miR-182 was significantly higher in cancer epithelium than adjacent benign epithelium (P < 0.0001). The ratio of cancer to benign miR-182 expression per patient was inversely associated with recurrence in a multivariate logistic regression model (odds ratio = 0.18; 95% CI, 0.03-0.89; P = 0.044). Correlation of miR-182 with mRNA expression in laser-capture microdissected benign prostate epithelium was used to predict prostatic miR-182 targets. Genes that were negatively correlated with miR-182 were enriched for its predicted targets and for genes previously identified as up-regulated in prostate cancer metastases. miR-182 expression was also negatively correlated with genes previously identified as up-regulated in primary prostate tumors from African American patients, who are at an increased risk of developing aggressive prostate cancer. Taken together, these results suggest that although miR-182 is expressed at higher levels in localized prostate cancer, its levels are lower in aggressive cancers, suggesting a biphasic role for this miRNA that may be exploited for prognostic and/or therapeutic purposes to reduce prostate cancer progression.
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Affiliation(s)
- Bethany Baumann
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago
| | - Andrés M Acosta
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago
| | - Zachary Richards
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago
| | - Ryan Deaton
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago
| | - Anastasiya Sapatynska
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago
| | - Adam Murphy
- Department of Urology, Feinberg College of Medicine, Northwestern University, Chicago, Illinois
| | - Andre Kajdacsy-Balla
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago
| | - Peter H Gann
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago
| | - Larisa Nonn
- Department of Pathology, College of Medicine, University of Illinois at Chicago, Chicago.
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3
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GPX1 Localizes to the Nucleus in Prostate Epithelium and its Levels are not Associated with Prostate Cancer Recurrence. Antioxidants (Basel) 2018; 7:antiox7110167. [PMID: 30453672 PMCID: PMC6262378 DOI: 10.3390/antiox7110167] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 11/07/2018] [Accepted: 11/14/2018] [Indexed: 01/28/2023] Open
Abstract
Glutathione peroxidase 1 (GPX1) is an extensively studied selenium-dependent protein that reduces hydrogen and lipid peroxides to water. Because of its antioxidant function and its responsiveness to dietary intakes of selenium, an essential trace element whose levels are inversely associated with prostate cancer risk, GPX1 levels were assessed in a prostate cancer tissue microarray, comparing cases of recurrent prostate cancer following prostatectomy to non-recurrent controls. While GPX1 is generally considered as a protein that resides in both the cytoplasm and mitochondria, we detected strong nuclear staining by immunofluorescence using GPX1-specific antibodies. Nuclear localization of GPX1 was also observed in both primary prostate epithelial cells and the immortalized prostate-derived cell line RWPE-1, but not in LNCaP or PC3 prostate tumor-derived cell lines. Quantification of GPX1 levels in the entire cell, the cytoplasm, and the nucleus did not indicate any association of either its levels or subcellular distribution with prostate cancer recurrence. While GPX1 levels may not have an impact on survival among men with prostate cancer, the data indicates that this extensively characterized protein may have a novel function in the nucleus of prostate epithelial cells.
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Feferman L, Deaton R, Bhattacharyya S, Xie H, Gann PH, Melamed J, Tobacman JK. Arylsulfatase B is reduced in prostate cancer recurrences. Cancer Biomark 2018; 21:229-234. [PMID: 29081414 DOI: 10.3233/cbm-170680] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Arylsulfatase B (ARSB) removes the 4-sulfate group from chondroitin 4-sulfate (C4S) and dermatan sulfate and is required for their degradation. Prior work showed that ARSB immunohistochemical scores were lower in malignant prostate tissue, and were associated with higher Gleason scores and recurrence. OBJECTIVE This study aims to confirm that ARSB immunostaining of prostate tissue obtained at the time of radical prostatectomy is prognostic for prostate cancer recurrence. METHODS Intensity and distribution of ARSB immunostaining were digitally analyzed in a large, well-annotated, prostate cancer tissue microarray (TMA). Scores were calculated for stroma and epithelium and compared for 191 cases, including 36 recurrences, defined as PSA > 0.2 ng/ml. RESULTS Epithelial scores were significantly lower in the recurrences (p= 0.010), and among subgroups with age > 60, initial PSA > 6 ng/ml, or Gleason grade = 7. ARSB score did not improve the prediction of recurrence in multifactorial analysis. CONCLUSIONS Study findings validate previous findings and provide further evidence that lower ARSB is associated with prostate cancer recurrence. Additional studies are required to assess if there are specific cutoff values that may help predict recurrence.
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Affiliation(s)
- Leo Feferman
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.,Jesse Brown VA Medical Center, Chicago, IL, USA
| | - Ryan Deaton
- Department of Pathology, University of Illinois at Chicago, Chicago, IL, USA
| | - Sumit Bhattacharyya
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.,Jesse Brown VA Medical Center, Chicago, IL, USA
| | - Hui Xie
- Center for Clinical and Translational Sciences and Department of Epidemiology and Biostatistics, University of Illinois at Chicago, Chicago, IL, USA
| | - Peter H Gann
- Department of Pathology, University of Illinois at Chicago, Chicago, IL, USA
| | - Jonathan Melamed
- Department of Pathology, New York University Langone Medical Center, New York, NY, USA
| | - Joanne K Tobacman
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.,Jesse Brown VA Medical Center, Chicago, IL, USA
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Ekoue DN, Ansong E, Liu L, Macias V, Deaton R, Lacher C, Picklo M, Nonn L, Gann PH, Kajdacsy‐Balla A, Prins GS, Freeman VL, Diamond AM. Correlations of SELENOF and SELENOP genotypes with serum selenium levels and prostate cancer. Prostate 2018; 78:279-288. [PMID: 29314169 PMCID: PMC5817240 DOI: 10.1002/pros.23471] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 12/05/2017] [Indexed: 12/19/2022]
Abstract
BACKGROUND Selenium status is inversely associated with the incidence of prostate cancer. However, supplementation trials have not indicated a benefit of selenium supplementation in reducing cancer risk. Polymorphisms in the gene encoding selenoprotein 15 (SELENOF) are associated with cancer incidence/mortality and present disproportionately in African Americans. Relationships among the genotype of selenoproteins implicated in increased cancer risk, selenium status, and race with prostate cancer were investigated. METHODS Tissue microarrays were used to assess SELENOF levels and cellular location in prostatic tissue. Sera and DNA from participants of the Chicago-based Adiposity Study Cohort were used to quantify selenium levels and genotype frequencies of the genes for SELENOF and the selenium-carrier protein selenoprotein P (SELENOP). Logistic regression models for dichotomous patient outcomes and regression models for continuous outcome were employed to identify both clinical, genetic, and biochemical characteristics that are associated with these outcomes. RESULTS SELENOF is dramatically reduced in prostate cancer and lower in tumors derived from African American men as compared to tumors obtained from Caucasians. Differing frequency of SELENOF polymorphisms and lower selenium levels were observed in African Americans as compared to Caucasians. SELENOF genotypes were associated with higher histological tumor grade. A polymorphism in SELENOP was associated with recurrence and higher serum PSA. CONCLUSIONS These results indicate an interaction between selenium status and selenoprotein genotypes that may contribute to the disparity in prostate cancer incidence and outcome experienced by African Americans.
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Affiliation(s)
- Dede N. Ekoue
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Emmanuel Ansong
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Li Liu
- Department of Epidemiology and BiostatisticsSchool of Public HealthUniversity of Illinois at ChicagoChicagoIllinois
| | - Virgilia Macias
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Ryan Deaton
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Craig Lacher
- USDA‐ARSGrand Forks Human Nutrition Research CenterGrand ForksNorth Dakota
| | - Matthew Picklo
- USDA‐ARSGrand Forks Human Nutrition Research CenterGrand ForksNorth Dakota
| | - Larisa Nonn
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Peter H. Gann
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Andre Kajdacsy‐Balla
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Gail S. Prins
- Departments of Urology and PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
| | - Vincent L. Freeman
- Department of Epidemiology and BiostatisticsSchool of Public HealthUniversity of Illinois at ChicagoChicagoIllinois
| | - Alan M. Diamond
- Department of PathologyCollege of MedicineUniversity of Illinois at ChicagoChicagoIllinois
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Sedarsky J, Degon M, Srivastava S, Dobi A. Ethnicity and ERG frequency in prostate cancer. Nat Rev Urol 2017; 15:125-131. [PMID: 28872154 DOI: 10.1038/nrurol.2017.140] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Emerging observations emphasize a distinct biology of prostate cancer among men of different ethnicities and races, as demonstrated by remarkable differences in the frequency of ERG oncogenic activation, one of the most common and widely studied prostate cancer driver genes. Worldwide assessment of ERG alterations frequencies show consistent trends, with men of European ancestry having the highest rates of alteration and men of African or Asian ancestries having considerably lower alteration rates. However, data must be interpreted cautiously, owing to variations in assay platforms and specimen types, as well as ethnic and geographical classifications. Many opportunities and challenges remain in assessing cancer-associated molecular alterations at a global level, and these need to be addressed in order to realize the true potential of precision medicine for all cancer patients.
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Affiliation(s)
- Jason Sedarsky
- Urology Service, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, Maryland 20889, USA
| | - Michael Degon
- Urology Service, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, Maryland 20889, USA
| | - Shiv Srivastava
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, 4301 Jones Bridge Rd, Bethesda, Maryland 20814, USA
| | - Albert Dobi
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, 4301 Jones Bridge Rd, Bethesda, Maryland 20814, USA
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Expression of metallothionein protein relating to proliferative cell index in malignant feline mammary tumors using high throughput tissue microarray technique. ACTA ACUST UNITED AC 2015. [DOI: 10.1007/s00580-015-2208-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Ansong E, Ying Q, Ekoue DN, Deaton R, Hall AR, Kajdacsy-Balla A, Yang W, Gann PH, Diamond AM. Evidence that selenium binding protein 1 is a tumor suppressor in prostate cancer. PLoS One 2015; 10:e0127295. [PMID: 25993660 PMCID: PMC4436248 DOI: 10.1371/journal.pone.0127295] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2015] [Accepted: 04/13/2015] [Indexed: 12/25/2022] Open
Abstract
Selenium-Binding Protein 1 (SBP1, SELENBP1, hSP56) is a selenium-associated protein shown to be at lower levels in tumors, and its lower levels are frequently predictive of a poor clinical outcome. Distinguishing indolent from aggressive prostate cancer is a major challenge in disease management. Associations between SBP1 levels, tumor grade, and disease recurrence following prostatectomy were investigated by duplex immunofluorescence imaging using a tissue microarray containing tissue from 202 prostate cancer patients who experienced biochemical (PSA) recurrence after prostatectomy and 202 matched control patients whose cancer did not recur. Samples were matched by age, ethnicity, pathological stage and Gleason grade, and images were quantified using the Vectra multispectral imaging system. Fluorescent labels were targeted for SBP1 and cytokeratins 8/18 to restrict scoring to tumor cells, and cell-by-cell quantification of SBP1 in the nucleus and cytoplasm was performed. Nuclear SBP1 levels and the nuclear to cytoplasm ratio were inversely associated with tumor grade using linear regression analysis. Following classification of samples into quartiles based on the SBP1 levels among controls, tumors in the lowest quartile were more than twice as likely to recur compared to those in any other quartile. Inducible ectopic SBP1 expression reduced the ability of HCT-116 human tumor cells to grow in soft agar, a measure of transformation, without affecting proliferation. Cells expressing SBP1 also demonstrated a robust induction in the phosphorylation of the p53 tumor suppressor at serine 15. These data indicate that loss of SBP1 may play an independent contributing role in prostate cancer progression and its levels might be useful in distinguishing indolent from aggressive disease.
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Affiliation(s)
- Emmanuel Ansong
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
- * E-mail:
| | - Qi Ying
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
- College of Food Science and Technology, Nanjing Agricultural University, Nanjing, China
- Department of Pathology, Xinxiang Medical University, Xinxiang, China
| | - Dede N. Ekoue
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Ryan Deaton
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Andrew R. Hall
- University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Andre Kajdacsy-Balla
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Wancai Yang
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
- Department of Pathology, Xinxiang Medical University, Xinxiang, China
| | - Peter H. Gann
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Alan M. Diamond
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, United States of America
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9
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Prediction of prostate cancer recurrence using quantitative phase imaging. Sci Rep 2015; 5:9976. [PMID: 25975368 PMCID: PMC4432311 DOI: 10.1038/srep09976] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 03/12/2015] [Indexed: 12/04/2022] Open
Abstract
The risk of biochemical recurrence of prostate cancer among individuals who undergo radical prostatectomy for treatment is around 25%. Current clinical methods often fail at successfully predicting recurrence among patients at intermediate risk for recurrence. We used a label-free method, spatial light interference microscopy, to perform localized measurements of light scattering in prostatectomy tissue microarrays. We show, for the first time to our knowledge, that anisotropy of light scattering in the stroma immediately adjoining cancerous glands can be used to identify patients at higher risk for recurrence. The data show that lower value of anisotropy corresponds to a higher risk for recurrence, meaning that the stroma adjoining the glands of recurrent patients is more fractionated than in non-recurrent patients. Our method outperformed the widely accepted clinical tool CAPRA-S in the cases we interrogated irrespective of Gleason grade, prostate-specific antigen (PSA) levels and pathological tumor-node-metastasis (pTNM) stage. These results suggest that QPI shows promise in assisting pathologists to improve prediction of prostate cancer recurrence.
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10
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Kwak JT, Kajdacsy-Balla A, Macias V, Walsh M, Sinha S, Bhargava R. Improving prediction of prostate cancer recurrence using chemical imaging. Sci Rep 2015; 5:8758. [PMID: 25737022 PMCID: PMC4348620 DOI: 10.1038/srep08758] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2014] [Accepted: 02/03/2015] [Indexed: 01/02/2023] Open
Abstract
Precise Outcome prediction is crucial to providing optimal cancer care across the spectrum of solid cancers. Clinically-useful tools to predict risk of adverse events (metastases, recurrence), however, remain deficient. Here, we report an approach to predict the risk of prostate cancer recurrence, at the time of initial diagnosis, using a combination of emerging chemical imaging, a diagnostic protocol that focuses simultaneously on the tumor and its microenvironment, and data analysis of frequent patterns in molecular expression. Fourier transform infrared (FT-IR) spectroscopic imaging was employed to record the structure and molecular content from tumors prostatectomy. We analyzed data from a patient cohort that is mid-grade dominant – which is the largest cohort of patients in the modern era and in whom prognostic methods are largely ineffective. Our approach outperforms the two widely used tools, Kattan nomogram and CAPRA-S score in a head-to-head comparison for predicting risk of recurrence. Importantly, the approach provides a histologic basis to the prediction that identifies chemical and morphologic features in the tumor microenvironment that is independent of conventional clinical information, opening the door to similar advances in other solid tumors.
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Affiliation(s)
- Jin Tae Kwak
- 1] Center for Interventional Oncology, National Institutes of Health, Bethesda, MD 20892, USA [2] Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA [3] Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - André Kajdacsy-Balla
- Department of Pathology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Virgilia Macias
- Department of Pathology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Michael Walsh
- 1] Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA [2] Department of Pathology, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Saurabh Sinha
- Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Rohit Bhargava
- 1] Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA [2] Department of Bioengineering, Mechanical Science and Engineering, Electrical and Computer Engineering, Chemical and Biomolecular Engineering and University of Illinois Cancer Center, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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Overview on Techniques to Construct Tissue Arrays with Special Emphasis on Tissue Microarrays. MICROARRAYS 2014; 3:103-36. [PMID: 27600339 PMCID: PMC5003444 DOI: 10.3390/microarrays3020103] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Revised: 03/28/2014] [Accepted: 04/09/2014] [Indexed: 11/29/2022]
Abstract
With the advent of new histopathological staining techniques (histochemistry, immunohistochemistry, in situ hybridization) and the discovery of thousands of new genes, mRNA, and proteins by molecular biology, the need grew for a technique to compare many different cells or tissues on one slide in a cost effective manner and with the possibility to easily track the identity of each specimen: the tissue array (TA). Basically, a TA consists of at least two different specimens per slide. TAs differ in the kind of specimens, the number of specimens installed, the dimension of the specimens, the arrangement of the specimens, the embedding medium, the technique to prepare the specimens to be installed, and the technique to construct the TA itself. A TA can be constructed by arranging the tissue specimens in a mold and subsequently pouring the mold with the embedding medium of choice. In contrast, preformed so-called recipient blocks consisting of the embedding medium of choice have punched, drilled, or poured holes of different diameters and distances in which the cells or tissue biopsies will be deployed manually, semi-automatically, or automatically. The costs of constructing a TA differ from a few to thousands of Euros depending on the technique/equipment used. Remarkably high quality TAs can be also achieved by low cost techniques.
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12
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A 'waterfall' transfer-based workflow for improved quality of tissue microarray construction and processing in breast cancer research. Pathol Oncol Res 2014; 20:719-26. [PMID: 24619867 DOI: 10.1007/s12253-014-9752-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 02/19/2014] [Indexed: 10/25/2022]
Abstract
A major focus in cancer research is the identification of biomarkers for early diagnosis, therapy prediction and prognosis. Hereby, validation of target proteins on clinical samples is of high importance. Tissue microarrays (TMAs) represent an essential advancement for high-throughput analysis by assembling large numbers of tissue cores with high efficacy and comparability. However, limitations along TMA construction and processing exist. In our presented study, we had to overcome several obstacles in the construction and processing of high-density breast cancer TMAs to ensure good quality sections for further research. Exemplarily, 406 breast tissue cores from formalin-fixed and paraffin embedded samples of 245 patients were placed onto three recipient paraffin blocks. Sectioning was performed using a rotary microtome with a "waterfall" automated transfer system. Sections were stained by immunohistochemistry and immunofluorescence for nine proteins. The number and quality of cores after sectioning and staining was counted manually for each marker. In total, 97.1 % of all cores were available after sectioning, while further 96 % of the remaining cores were evaluable after staining. Thereby, normal tissue cores were more often lost compared to tumor tissue cores. Our workflow provides a robust method for manufacturing high-density breast cancer TMAs for subsequent IHC or IF staining without significant sample loss.
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13
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Pascal LE, Ai J, Masoodi KZ, Wang Y, Wang D, Eisermann K, Rigatti LH, O’Malley KJ, Ma HM, Wang X, Dar JA, Parwani AV, Simons BW, Ittman MM, Li L, Davies BJ, Wang Z. Development of a reactive stroma associated with prostatic intraepithelial neoplasia in EAF2 deficient mice. PLoS One 2013; 8:e79542. [PMID: 24260246 PMCID: PMC3832612 DOI: 10.1371/journal.pone.0079542] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2013] [Accepted: 09/22/2013] [Indexed: 01/02/2023] Open
Abstract
ELL-associated factor 2 (EAF2) is an androgen-responsive tumor suppressor frequently deleted in advanced prostate cancer that functions as a transcription elongation factor of RNA Pol II through interaction with the ELL family proteins. EAF2 knockout mice on a 129P2/OLA-C57BL/6J background developed late-onset lung adenocarcinoma, hepatocellular carcinoma, B-cell lymphoma and high-grade prostatic intraepithelial neoplasia. In order to further characterize the role of EAF2 in the development of prostatic defects, the effects of EAF2 loss were compared in different murine strains. In the current study, aged EAF2−/− mice on both the C57BL/6J and FVB/NJ backgrounds exhibited mPIN lesions as previously reported on a 129P2/OLA-C57BL/6J background. In contrast to the 129P2/OLA-C57BL/6J mixed genetic background, the mPIN lesions in C57BL/6J and FVB/NJ EAF2−/− mice were associated with stromal defects characteristic of a reactive stroma and a statistically significant increase in prostate microvessel density. Stromal inflammation and increased microvessel density was evident in EAF2-deficient mice on a pure C57BL/6J background at an early age and preceded the development of the histologic epithelial hyperplasia and neoplasia found in the prostates of older EAF2−/− animals. Mice deficient in EAF2 had an increased recovery rate and a decreased overall response to the effects of androgen deprivation. EAF2 expression in human cancer was significantly down-regulated and microvessel density was significantly increased compared to matched normal prostate tissue; furthermore EAF2 expression was negatively correlated with microvessel density. These results suggest that the EAF2 knockout mouse on the C57BL/6J and FVB/NJ genetic backgrounds provides a model of PIN lesions associated with an altered prostate microvasculature and reactive stromal compartment corresponding to that reported in human prostate tumors.
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Affiliation(s)
- Laura E. Pascal
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Junkui Ai
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Khalid Z. Masoodi
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Yujuan Wang
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Dan Wang
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Kurtis Eisermann
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Lora H. Rigatti
- Division of Laboratory Animal Resources, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Katherine J. O’Malley
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Hei M. Ma
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Xinhui Wang
- Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Javid A. Dar
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Anil V. Parwani
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Brian W. Simons
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Michael M. Ittman
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Luyuan Li
- College of Pharmacy, Nankai University, Tianjin, China
| | - Benjamin J. Davies
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Zhou Wang
- Department of Urology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
- University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
- Department of Pharmacology and Chemical Biology, and University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
- * E-mail:
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Feferman L, Bhattacharyya S, Deaton R, Gann P, Guzman G, Kajdacsy-Balla A, Tobacman JK. Arylsulfatase B (N-acetylgalactosamine-4-sulfatase): potential role as a biomarker in prostate cancer. Prostate Cancer Prostatic Dis 2013; 16:277-84. [PMID: 23835622 PMCID: PMC3763935 DOI: 10.1038/pcan.2013.18] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Revised: 05/10/2013] [Accepted: 05/26/2013] [Indexed: 01/08/2023]
Abstract
BACKGROUND The enzyme Arylsulfatase B (ARSB; N-acetylgalactosamine-4-sulfatase)
degrades chondroitin-4-sulfate (C4S) and is reduced in malignant colonic and
mammary tissues, but has not previously been evaluated in prostate
cancer. METHODS ARSB immunostaining was performed on two tissue microarrays (TMA) and
analyzed by digital image analysis, generating ARSB H-scores for prevalence
and intensity of epithelial, stromal, and combined epithelial and stromal
immunostaining. Also, paired malignant and normal prostate tissues were
analyzed for ARSB activity, C4S, total sulfated glycosaminoglycans, and
versican content. The quantities of C4S and of the epidermal growth factor
receptor that co-immunoprecipitated with versican were determined in the
normal and malignant paired prostate tissues. RESULTS 44 cases of prostate cancer were paired by age (± 5y), race,
Gleason score (in order), and pathologic TNM score. The pairs differed by
recurrence vs. non-recurrence of elevated PSA at 4 or more years. When TMA
cores were analyzed for ARSB H-score, 18 of the 22 pairs had lower ARSB
H-scores in the recurrent member of the pair, whereas higher initial PSA
values were associated with recurrence in only 65% of the paired
cases. In a second TMA, Gleason scores 6 and 7 were associated with higher
ARSB H-scores than Gleason scores 8 and 9 for stroma, epithelium, and stroma
and epithelium combined (p=0.052, p=0.015, p<0.0001, respectively)
and were inversely correlated (r = −0.98, −0.97, and
−0.99, respectively). In other paired normal and malignant prostate
tissues, ARSB activity was significantly higher in the normal tissues, and
C4S and versican values were lower (p<0.0001). C4S that
co-immunoprecipitated with versican was greater in the malignant than in the
normal tissue, whereas total EGFR that co-immunoprecipitated with versican
was reduced. DISCUSSION Study findings suggest that ARSB may be useful as a prognostic
biomarker in prostate cancer, and that the biological action of ARSB on
chondroitin sulfate may impact upon versican’s effects in the tumor
microenvironment.
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Affiliation(s)
- L Feferman
- Department of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
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Abstract
Tissue microarrays (TMAs) enable high-throughput tissue analysis by selecting a large number of -paraffin-embedded donor tissue block cores and transferring these tissue cores into a positionally encoded array in the recipient TMA block. Once TMAs are constructed, a variety of analysis may be performed on the arrays including histochemical, immunohistochemical, or immunofluorescent staining, and in situ hybridization for DNA or RNA. TMAs offer a cost-effective method for performing parallel analysis of a large number of tissue samples. In this chapter we outline the method of TMA construction with an emphasis on providing useful information in the analysis of a variety of pancreatic neoplasms, including pancreatic adenocarcinomas and pre-invasive lesions. The technique of TMA construction in this chapter is restricted to the use of formalin-fixed paraffin-embedded tissue.
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Affiliation(s)
- Helen Remotti
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, USA.
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A simplified approach for the molecular classification of glioblastomas. PLoS One 2012; 7:e45475. [PMID: 23029035 PMCID: PMC3445522 DOI: 10.1371/journal.pone.0045475] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Accepted: 08/16/2012] [Indexed: 12/20/2022] Open
Abstract
Glioblastoma (GBM) is the most common malignant primary brain tumors in adults and exhibit striking aggressiveness. Although GBM constitute a single histological entity, they exhibit considerable variability in biological behavior, resulting in significant differences in terms of prognosis and response to treatment. In an attempt to better understand the biology of GBM, many groups have performed high-scale profiling studies based on gene or protein expression. These studies have revealed the existence of several GBM subtypes. Although there remains to be a clear consensus, two to four major subtypes have been identified. Interestingly, these different subtypes are associated with both differential prognoses and responses to therapy. In the present study, we investigated an alternative immunohistochemistry (IHC)-based approach to achieve a molecular classification for GBM. For this purpose, a cohort of 100 surgical GBM samples was retrospectively evaluated by immunohistochemical analysis of EGFR, PDGFRA and p53. The quantitative analysis of these immunostainings allowed us to identify the following two GBM subtypes: the “Classical-like” (CL) subtype, characterized by EGFR-positive and p53- and PDGFRA-negative staining and the “Proneural-like” (PNL) subtype, characterized by p53- and/or PDGFRA-positive staining. This classification represents an independent prognostic factor in terms of overall survival compared to age, extent of resection and adjuvant treatment, with a significantly longer survival associated with the PNL subtype. Moreover, these two GBM subtypes exhibited different responses to chemotherapy. The addition of temozolomide to conventional radiotherapy significantly improved the survival of patients belonging to the CL subtype, but it did not affect the survival of patients belonging to the PNL subtype. We have thus shown that it is possible to differentiate between different clinically relevant subtypes of GBM by using IHC-based profiling, a method that is advantageous in its ease of daily implementation and in large-scale clinical application.
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Kjaer-Frifeldt S, Lindebjerg J, Brünner N, Garm Spindler KL, Jakobsen A. Limitations of tissue micro array in Duke's B colon cancer. APMIS 2012; 120:819-27. [DOI: 10.1111/j.1600-0463.2012.02908.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2011] [Accepted: 03/16/2012] [Indexed: 12/25/2022]
Affiliation(s)
| | - Jan Lindebjerg
- Danish Colorectal Cancer Group South; Vejle Hospital; Vejle
| | - Nils Brünner
- Section of Pathobiology, Department of Veterinary Disease Biology, Faculty of Life Sciences; University of Copenhagen; Copenhagen; Denmark
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Immunohistochemical staining of slit2 in primary and metastatic prostatic adenocarcinoma. Transl Oncol 2011; 4:314-20. [PMID: 21966548 DOI: 10.1593/tlo.11151] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2011] [Revised: 06/03/2011] [Accepted: 06/06/2011] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Conflicting roles for Slit2, a protein involved in mediating the processes of cell migration and chemotactic response, have been previously described in prostate cancer. Here we use immunohistochemistry to evaluate the expression of Slit2 in normal donor prostate (NDP), benign prostatic hyperplasia (BPH), high-grade prostatic intraepithelial neoplasia (HGPIN), normal tissue adjacent to prostatic adenocarcinoma (NAC), primary prostatic adenocarcinoma (PCa), and metastatic prostatic adenocarcinoma (Mets). METHODS Tissue microarrays were immunostained for Slit2. The staining intensities were quantified using automated image analysis software. The data was statistically analyzed using one-way analysis of variance with subsequent Tukey tests for multiple comparisons or a nonparametric equivalent. Eleven cases of NDP, 35 cases of NAC, 15 cases of BPH, 35 cases of HGPIN, 106 cases of PCa, and 37 cases of Mets were analyzed. RESULTS Specimens of PCa and HGPIN had the highest absolute staining for Slit2. Significant differences were seen between PCa and NDP (P < .05), PCa and NAC (P < .05), HGPIN and NDP (P < .05), and HGPIN and NAC (P < .05). Whereas the average Mets staining was not significantly different from NDP or NAC, several individual Mets cases featured intense staining. CONCLUSIONS To our knowledge, this represents the first study comparing the immunohistochemical profiles of Slit2 in PCa and Mets to specimens of HGPIN, BPH, NDP, and NAC. These findings suggest that Slit2 expression can be increased in HGPIN, PCa, and Mets, making it a potentially important biomarker for prostate cancer.
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Bartholow TL, Becich MJ, Chandran UR, Parwani AV. Immunohistochemical analysis of ezrin-radixin-moesin-binding phosphoprotein 50 in prostatic adenocarcinoma. BMC Urol 2011; 11:12. [PMID: 21672215 PMCID: PMC3132203 DOI: 10.1186/1471-2490-11-12] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2011] [Accepted: 06/14/2011] [Indexed: 12/19/2022] Open
Abstract
Background Ezrin-radixin-moesin-binding phosphoprotein 50 (EBP50) is an adapter protein which has been shown to play an active role in a wide variety of cellular processes, including interactions with proteins related to both tumor suppression and oncogenesis. Here we use immunohistochemistry to evaluate EBP50's expression in normal donor prostate (NDP), benign prostatic hyperplasia (BPH), high grade prostatic intraepithelial neoplasia (HGPIN), normal tissue adjacent to prostatic adenocarcinoma (NAC), primary prostatic adenocarcinoma (PCa), and metastatic prostatic adenocarcinoma (Mets). Methods Tissue microarrays were immunohistochemically stained for EBP50, with the staining intensities quantified using automated image analysis software. The data were statistically analyzed using one-way ANOVA with subsequent Tukey tests for multiple comparisons. Eleven cases of NDP, 37 cases of NAC, 15 cases of BPH, 35 cases of HGPIN, 103 cases of PCa, and 36 cases of Mets were analyzed in the microarrays. Results Specimens of PCa and Mets had the lowest absolute staining for EBP50. Mets staining was significantly lower than NDP (p = 0.027), BPH (p = 0.012), NAC (p < 0.001), HGPIN (p < 0.001), and PCa (p = 0.006). Additionally, HGPIN staining was significantly higher than NAC (p < 0.009) and PCa (p < 0.001). Conclusions To our knowledge, this represents the first study comparing the immunohistochemical profiles of EBP50 in PCa and Mets to specimens of HGPIN, BPH, NDP, and NAC and suggests that EBP50 expression is decreased in Mets. Given that PCa also had significantly higher expression than Mets, future studies are warranted to assess EBP50's potential as a prognostic biomarker for prostate cancer.
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Ye H, Kong X, He TW, Jolis T, Choi K, Lepor H, Melamed J. Intraoperative frozen section analysis of urethral margin biopsies during radical prostatectomy. Urology 2011; 78:399-404. [PMID: 21624646 DOI: 10.1016/j.urology.2011.03.022] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2010] [Revised: 03/11/2011] [Accepted: 03/13/2011] [Indexed: 10/18/2022]
Abstract
OBJECTIVES To evaluate the accuracy and potential clinical value of intraoperative frozen section analysis (FSA) on urethral margin (UM) tissue during radical prostatectomy. Positive surgical margins increase the risk of post-operative cancer recurrence. Positive surgical margins are frequently found at the apex. The utility of intraoperative FSA of the margins is controversial. METHODS We reviewed a consecutive series of radical prostatectomy cases (n = 1669) performed at our institution, in which UMs were routinely evaluated by intraoperative FSA. RESULTS The submitted UM tissue contained cancer glands in 111 cases (6.7%). On FSA, the pathologists detected cancer in 55 cases (3.3%), missed cancer in 38 (2.3%), and reported atypical glands in 18 (1.1%). FSA of the UMs had a sensitivity of 59.1%, specificity of 99.8%, and positive and negative predictive value of 94.8% and 97.6%, respectively. The low sensitivity resulted from a substantial false-negative rate (n = 38), which was largely attributed to limited sampling on FSA (n = 31). Of the 55 patients (3.3%) whose positive UMs were detected by FSA, 20 (1.2%) had cancer-free margins after tissue re-excision. A positive final UM was associated with greater biochemical recurrence (P = .0073). However, the few patients limited the statistical analysis of the benefit of margin conversion through tissue re-excision (P = .35). CONCLUSIONS Although experienced pathologists can evaluate the UMs on FSA with good accuracy, FSA has a relatively low sensitivity. Our data have indicated a low yield and a questionable value of routine FSA during radical prostatectomy.
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Affiliation(s)
- Huihui Ye
- Department of Pathology, New York University School of Medicine, New York, New York 10016, USA
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Subcellular localization of p27 and prostate cancer recurrence: automated digital microscopy analysis of tissue microarrays. Hum Pathol 2011; 42:873-81. [PMID: 21292307 DOI: 10.1016/j.humpath.2010.10.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2010] [Revised: 10/01/2010] [Accepted: 10/07/2010] [Indexed: 11/20/2022]
Abstract
Previous investigations have linked decreased nuclear expression of the cell cycle inhibitor p27 with poor outcome in prostate cancer. However, these reports are inconsistent regarding the magnitude of that association and its independence from other predictors. Moreover, cytoplasmic translocation of p27 has been proposed as a negative prognostic sign. Given the cost and accuracy limitations of manual scoring, particularly of tissue microarrays, we determined if laser-based fluorescence microscopy could provide automated analysis of p27 in both nuclear and cytoplasmic locations and, thus, clarify its significance as a prognostic biomarker. We constructed tissue microarrays covering 202 recurrent cases (rising prostate-specific antigen) and 202 matched controls without recurrence. Quadruplicate tumor samples encompassed 5 slides and 1616 cancer histospots. Cases and controls matched on age, Gleason grade, stage, and hospital. We immunolabeled epithelial cytoplasm with Alexafluor 647, p27 with Alexafluor 488, and nuclei with 4c6-diamidino-2-phenylindole·2HCl. Slides were scanned on an iCys laser scanning cytometer (CompuCyte Corp, Cambridge, MA). Nuclear crowding required a stereological approach--random arrays of circles (phantoms) were layered on images and the content of each phantom was analyzed in scatter plots. Both nuclear and cytoplasmic p27 were significantly lower in cases versus controls (P = .014 and P = .004, respectively). Regression models controlling for matching variables plus prostate-specific antigen showed strong linear trends for increased risk of recurrence with lower p27 in both nucleus and cytoplasm (highest versus lowest quartile; odds ratio, 0.35; P = .006). Manual scoring identified an inverse association between p27 expression and tumor grade but no independent association with recurrence. In conclusion, we developed an automated method for subcellular scoring of p27 without the need to segment individual cells. Our method identified a strong relationship, independent of tumor grade, stage, and prostate-specific antigen, between p27 expression--regardless of subcellular location--and prostate cancer recurrence. This relationship was not observed with manual scoring.
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Bartholow TL, Chandran UR, Becich MJ, Parwani AV. Immunohistochemical profiles of claudin-3 in primary and metastatic prostatic adenocarcinoma. Diagn Pathol 2011; 6:12. [PMID: 21255442 PMCID: PMC3033791 DOI: 10.1186/1746-1596-6-12] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2011] [Accepted: 01/21/2011] [Indexed: 12/04/2022] Open
Abstract
Background Claudins are integral membrane proteins that are involved in forming cellular tight junctions. One member of the claudin family, claudin-3, has been shown to be overexpressed in breast, ovarian, and pancreatic cancer. Here we use immunohistochemistry to evaluate its expression in benign prostatic hyperplasia (BPH), prostatic intraepithelial neoplasia (PIN), normal tissue adjacent to prostatic adenocarcinoma (NAC), primary prostatic adenocarcinoma (PCa), and metastatic prostatic adenocarcinoma (Mets). Methods Tissue microarrays were immunohistochemically stained for claudin-3, with the staining intensities subsequently quantified and statistically analyzed using a one-way ANOVA with subsequent Tukey tests for multiple comparisons or a nonparametric equivalent. Fifty-three cases of NAC, 17 cases of BPH, 35 cases of PIN, 107 cases of PCa, and 55 cases of Mets were analyzed in the microarrays. Results PCa and Mets had the highest absolute staining for claudin-3. Both had significantly higher staining than BPH (p < 0.05 in both cases) and NAC (p < 0.05 in both cases). PIN had a lower, but non-significant, staining score than PCa and Mets, but a statistically higher score than both BPH and NAC (p < 0.05 for both cases). No significant differences were observed between PCa, Mets, and PIN. Conclusions To our knowledge, this represents one of the first studies comparing the immunohistochemical profiles of claudin-3 in PCa and NAC to specimens of PIN, BPH, and Mets. These findings provide further evidence that claudin-3 may serve as an important biomarker for prostate cancer, both primary and metastatic, but does not provide evidence that claudin-3 can be used to predict risk of metastasis.
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Bartholow TL, Chandran UR, Becich MJ, Parwani AV. Immunohistochemical staining of radixin and moesin in prostatic adenocarcinoma. BMC Clin Pathol 2011; 11:1. [PMID: 21235778 PMCID: PMC3029218 DOI: 10.1186/1472-6890-11-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2010] [Accepted: 01/14/2011] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Some members of the Protein 4.1 superfamily are believed to be involved in cell proliferation and growth, or in the regulation of these processes. While the expression levels of two members of this family, radixin and moesin, have been studied in many tumor types, to our knowledge they have not been investigated in prostate cancer. METHODS Tissue microarrays were immunohistochemically stained for either radixin or moesin, with the staining intensities subsequently quantified and statistically analyzed using One-Way ANOVA or nonparametric equivalent with subsequent Student-Newman-Keuls tests for multiple comparisons. There were 11 cases of normal donor prostates (NDP), 14 cases of benign prostatic hyperplasia (BPH), 23 cases of high-grade prostatic intraepithelial neoplasia (HGPIN), 88 cases of prostatic adenocarcinoma (PCa), and 25 cases of normal tissue adjacent to adenocarcinoma (NAC) analyzed in the microarrays. RESULTS NDP, BPH, and HGPIN had higher absolute staining scores for radixin than PCa and NAC, but with a significant difference observed between only HGPIN and PCa (p = < 0.001) and HGPIN and NAC (p = 0.001). In the moesin-stained specimens, PCa, NAC, HGPIN, and BPH all received absolute higher staining scores than NDP, but the differences were not significant. Stage 4 moesin-stained PCa had a significantly reduced staining intensity compared to Stage 2 (p = 0.003). CONCLUSIONS To our knowledge, these studies represent the first reports on the expression profiles of radixin and moesin in prostatic adenocarcinoma. The current study has shown that there were statistically significant differences observed between HGPIN and PCa and HGPIN and NAC in terms of radixin expression. The differences in the moesin profiles by tissue type were not statistically significant. Additional larger studies with these markers may further elucidate their potential roles in prostatic neoplasia progression.
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Affiliation(s)
| | - Uma R Chandran
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Michael J Becich
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Anil V Parwani
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Kang HP, Borromeo CD, Berman JJ, Becich MJ. The tissue microarray OWL schema: An open-source tool for sharing tissue microarray data. J Pathol Inform 2010; 1:S2153-3539(22)00101-8. [PMID: 20805954 PMCID: PMC2929536 DOI: 10.4103/2153-3539.65347] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2010] [Accepted: 05/28/2010] [Indexed: 12/02/2022] Open
Abstract
Background: Tissue microarrays (TMAs) are enormously useful tools for translational research, but incompatibilities in database systems between various researchers and institutions prevent the efficient sharing of data that could help realize their full potential. Resource Description Framework (RDF) provides a flexible method to represent knowledge in triples, which take the form Subject-Predicate-Object. All data resources are described using Uniform Resource Identifiers (URIs), which are global in scope. We present an OWL (Web Ontology Language) schema that expands upon the TMA data exchange specification to address this issue and assist in data sharing and integration. Methods: A minimal OWL schema was designed containing only concepts specific to TMA experiments. More general data elements were incorporated from predefined ontologies such as the NCI thesaurus. URIs were assigned using the Linked Data format. Results: We present examples of files utilizing the schema and conversion of XML data (similar to the TMA DES) to OWL. Conclusion: By utilizing predefined ontologies and global unique identifiers, this OWL schema provides a solution to the limitations of XML, which represents concepts defined in a localized setting. This will help increase the utilization of tissue resources, facilitating collaborative translational research efforts.
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Affiliation(s)
- Hyunseok P Kang
- Department of Pathology, Roswell Park Cancer Institute, Elm and Carlton St, Buffalo 14263, NY, USA
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Khramtsov AI, Khramtsova GF, Tretiakova M, Huo D, Olopade OI, Goss KH. Wnt/beta-catenin pathway activation is enriched in basal-like breast cancers and predicts poor outcome. THE AMERICAN JOURNAL OF PATHOLOGY 2010; 176:2911-20. [PMID: 20395444 DOI: 10.2353/ajpath.2010.091125] [Citation(s) in RCA: 411] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Although Wnt/beta-catenin pathway activation has been implicated in mouse models of breast cancer, there is contradictory evidence regarding its importance in human breast cancer. In this study, invasive and in situ breast cancer tissue microarrays containing luminal A, luminal B, human epidermal growth factor receptor 2 (HER2)(+)/ER(-) and basal-like breast cancers were analyzed for beta-catenin subcellular localization. We demonstrate that nuclear and cytosolic accumulation of beta-catenin, a read-out of Wnt pathway activation, was enriched in basal-like breast cancers. In contrast, membrane-associated beta-catenin was observed in all breast cancer subtypes, and its expression decreased with tumor progression. Moreover, nuclear and cytosolic localization of beta-catenin was associated with other markers of the basal-like phenotype, including nuclear hormone receptor and HER2 negativity, cytokeratin 5/6 and vimentin expression, and stem cell enrichment. Importantly, this subcellular localization of beta-catenin was associated with a poor outcome and is more frequently observed in tumors from black patients. In addition, beta-catenin accumulation was more often observed in basal-like in situ carcinomas than other in situ subtypes, suggesting that activation of this pathway might be an early event in basal-like tumor development. Collectively, these data indicate that Wnt/beta-catenin activation is an important feature of basal-like breast cancers and is predictive of worse overall survival, suggesting that it may be an attractive pharmacological target for this aggressive breast cancer subtype.
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Krenacs T, Ficsor L, Varga SV, Angeli V, Molnar B. Digital microscopy for boosting database integration and analysis in TMA studies. Methods Mol Biol 2010; 664:163-175. [PMID: 20690062 DOI: 10.1007/978-1-60761-806-5_16] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The enormous amount of clinical, pathological, and staining data to be linked, analyzed, and correlated in a tissue microarray (TMA) project makes digital slides ideal to be integrated into TMA database systems. With the help of a computer and dedicated software tools, digital slides offer dynamic access to microscopic information at any magnification with easy navigation, annotation, measurement, and archiving features. Advanced slide scanners work both in transmitted light and fluorescent modes to support biomarker testing with immunohistochemistry, immunofluorescence or fluorescence in situ hybridization (FISH). Currently, computer-driven integrated systems are available for creating TMAs, digitalizing TMA slides, linking sample and staining data, and analyzing their results. Digital signals permit image segmentation along color, intensity, and size for automated object quantification where digital slides offer superior imaging features and batch processing. In this chapter, the workflow and the advantages of digital TMA projects are demonstrated through the project-based MIRAX system developed by 3DHISTECH and supported by Zeiss.The enhanced features of digital slides compared with those of still images can boost integration and intelligence in TMA database management systems, offering essential support for high-throughput biomarker testing, for example, in tumor progression/prognosis, drug discovery, and target therapy research.
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Affiliation(s)
- Tibor Krenacs
- Department of Pathology and Experimental Cancer Research, Budapest, Hungary.
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29
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Abstract
The construction of tissue microarrays from needle core biopsy specimens allows for the study of diseases with limited tissue samples and provides insight into tumors that are treated with nonsurgical approaches. While the techniques are technically challenging, in the hands of investigators they can reveal new insights into biomarkers of disease.
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Affiliation(s)
- Milton W Datta
- Hospital Pathology Associates and Department of Pathology, University of Minnesota, Minneapolis, MN, USA.
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Decaestecker C, Lopez XM, D'Haene N, Roland I, Guendouz S, Duponchelle C, Berton A, Debeir O, Salmon I. Requirements for the valid quantification of immunostains on tissue microarray materials using image analysis. Proteomics 2009; 9:4478-94. [PMID: 19670370 DOI: 10.1002/pmic.200800936] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Antibody-based proteomics applied to tissue microarray (TMA) technology provides a very efficient means of visualizing and locating antigen expression in large collections of normal and pathological tissue samples. To characterize antigen expression on TMAs, the use of image analysis methods avoids the effects of human subjectivity evidenced in manual microscopical analysis. Thus, these methods have the potential to significantly enhance both precision and reproducibility. Although some commercial systems include tools for the quantitative evaluation of immunohistochemistry-stained images, there exists no clear agreement on best practices to allow for correct and reproducible quantification results. Our study focuses on practical aspects regarding (i) image acquisition (ii) segmentation of staining and counterstaining areas and (iii) extraction of quantitative features. We illustrate our findings using a commercial system to quantify different immunohistochemistry markers targeting proteins with different expression patterns (cytoplasmic, nuclear or membranous) in colon cancer or brain tumor TMAs. Our investigations led us to identify several steps that we consider essential for standardizing computer-assisted immunostaining quantification experiments. In addition, we propose a data normalization process based on reference materials to be able to compare measurements between studies involving different TMAs. In conclusion, we recommend certain critical prerequisites that commercial or in-house systems should satisfy in order to permit valid immunostaining quantification.
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Affiliation(s)
- Christine Decaestecker
- Laboratory of Image Synthesis and Analysis (LISA), Faculty of Applied Sciences, Université Libre de Bruxelles, Brussels, Belgium
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Scotton CJ, Krupiczojc MA, Königshoff M, Mercer PF, Lee YCG, Kaminski N, Morser J, Post JM, Maher TM, Nicholson AG, Moffatt JD, Laurent GJ, Derian CK, Eickelberg O, Chambers RC. Increased local expression of coagulation factor X contributes to the fibrotic response in human and murine lung injury. J Clin Invest 2009; 119:2550-63. [PMID: 19652365 PMCID: PMC2735922 DOI: 10.1172/jci33288] [Citation(s) in RCA: 155] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2007] [Accepted: 06/03/2009] [Indexed: 01/13/2023] Open
Abstract
Uncontrolled activation of the coagulation cascade contributes to the pathophysiology of several conditions, including acute and chronic lung diseases. Coagulation zymogens are considered to be largely derived from the circulation and locally activated in response to tissue injury and microvascular leak. Here we report that expression of coagulation factor X (FX) is locally increased in human and murine fibrotic lung tissue, with marked immunostaining associated with bronchial and alveolar epithelia. FXa was a potent inducer of the myofibroblast differentiation program in cultured primary human adult lung fibroblasts via TGF-beta activation that was mediated by proteinase-activated receptor-1 (PAR1) and integrin alphavbeta5. PAR1, alphavbeta5, and alpha-SMA colocalized to fibrotic foci in lung biopsy specimens from individuals with idiopathic pulmonary fibrosis. Moreover, we demonstrated a causal link between FXa and fibrosis development by showing that a direct FXa inhibitor attenuated bleomycin-induced pulmonary fibrosis in mice. These data support what we believe to be a novel pathogenetic mechanism by which FXa, a central proteinase of the coagulation cascade, is locally expressed and drives the fibrotic response to lung injury. These findings herald a shift in our understanding of the origins of excessive procoagulant activity and place PAR1 central to the cross-talk between local procoagulant signaling and tissue remodeling.
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Affiliation(s)
- Chris J Scotton
- Centre for Respiratory Research, University College London, London, United Kingdom
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Mass data exploration in oncology: an information synthesis approach. J Biomed Inform 2009; 42:612-23. [PMID: 19258051 DOI: 10.1016/j.jbi.2009.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2008] [Revised: 12/22/2008] [Accepted: 02/04/2009] [Indexed: 11/23/2022]
Abstract
New technologies and equipment allow for mass treatment of samples and research teams share acquired data on an always larger scale. In this context scientists are facing a major data exploitation problem. More precisely, using these data sets through data mining tools or introducing them in a classical experimental approach require a preliminary understanding of the information space, in order to direct the process. But acquiring this grasp on the data is a complex activity, which is seldom supported by current software tools. The goal of this paper is to introduce a solution to this scientific data grasp problem. Illustrated in the Tissue MicroArrays application domain, the proposal is based on the synthesis notion, which is inspired by Information Retrieval paradigms. The envisioned synthesis model gives a central role to the study the researcher wants to conduct, through the task notion. It allows for the implementation of a task-oriented Information Retrieval prototype system. Cases studies and user studies were used to validate this prototype system. It opens interesting prospects for the extension of the model or extensions towards other application domains.
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Das K, Mohd Omar MF, Ong CW, Abdul Rashid SB, Peh BK, Putti TC, Tan PH, Chia KS, Teh M, Shah N, Soong R, Salto-Tellez M. TRARESA: a tissue microarray-based hospital system for biomarker validation and discovery. Pathology 2008; 40:441-9. [DOI: 10.1080/00313020802198101] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Abstract
Tissue microarrays (TMAs) offer the potential to rapidly translate genomics and basic science research findings to practical clinical application. This is particularly true in the field of cancer biomarker research, where TMAs can be used for candidate biomarker validation and association with patient clinical, pathologic, and outcomes parameters. In this review, we examine the effect of TMA use on prostate cancer biomarker research, focusing on the types of TMAs that have been used, and the biomarkers that have been examined. The results demonstrate that TMAs have been very effective in screening candidate biomarkers for subsequent, extended evaluation in large patient populations. In addition, the use of TMAs in multiple biomarker series allows for the statistical analysis of sets of biomarkers as diagnostic or prognostic tests. The processes used here can be applied to any tumor type to improve patient diagnosis, prognosis, and treatment response prediction.
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Yin M, Dhir R, Parwani AV. Diagnostic utility of p501s (prostein) in comparison to prostate specific antigen (PSA) for the detection of metastatic prostatic adenocarcinoma. Diagn Pathol 2007; 2:41. [PMID: 17963516 PMCID: PMC2174437 DOI: 10.1186/1746-1596-2-41] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2007] [Accepted: 10/27/2007] [Indexed: 11/10/2022] Open
Abstract
Background Immunohistochemical detection of prostate specific antigen (PSA) is widely used to identify metastatic prostatic adenocarcinoma. However, PSA may not be expressed in some poorly differentiated prostatic carcinomas and its immunoreactivity has been found in some non-prostatic tissues. P501s (prostein) is a prostate-specific marker that is expressed in the cytoplasm of benign and malignant prostatic glandular cells. It has not been detected in any other normal or malignant tissues. The purpose of this study was to evaluate the expression of P501s in metastatic prostatic adenocarcinoma and compare its expression with PSA. Methods Immunohistochemical stains with anti-P501s antibodies were performed on 5-micron sections of tissue microarray (TMA) specimens. The TMA is constructed with normal donor prostates (NDP), prostatic adenocarcinoma (PRCA), non-neoplastic prostatic tissues adjacent to malignant glands (NAT), benign prostatic hyperplasia (BPH), high-grade prostatic neoplasia (PIN), metastatic adenocarcinoma to lymph nodes (MLN), metastatic adenocarcinoma to other sites (MC), and samples of benign testis, colon, adrenal and kidney. The two groups of metastatic lesions were also subjected to stains with antibodies to PSA. A composite score (ranging from 0 to 3) was assigned to score intensity of staining. Results Granular staining pattern of p501s was seen in all benign glands (score = 1.77 – 2.1) and malignant acini (score = 1.52) at the apical aspect of cytoplasm, predominantly adjacent to the nuclei. No staining was observed in controls including testis, colon, adrenal and kidney. The MLN group received a score of 1.0, with 10% of cases negative for p501s. The MC cases had a score of 0.64, with 16.7% of case showing loss of p501s expression. Although the metastatic lesions demonstrated similar rate of negative expression with PSA antibody, only 2 MC cases (3.3%) showed simultaneous negative stains for both P501S and PSA. Conclusion P501s is an organ specific marker for benign and malignant prostatic epithelial cells. Its characteristic cytoplasmic stain pattern provides an additional valuable immunomarker for detection of metastatic prostatic malignancy, even though the intensity of its expression is reduced, as in the case with PSA. Simultaneous stains with P501S and PSA will greatly improve the detection rate and identify a significant majority of the metastases.
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Affiliation(s)
- Ming Yin
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
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