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Wen RM, Qiu Z, Marti GEW, Peterson EE, Marques FJG, Bermudez A, Wei Y, Nolley R, Lam N, Polasko AL, Chiu CL, Zhang D, Cho S, Karageorgos GM, McDonough E, Chadwick C, Ginty F, Jung KJ, Machiraju R, Mallick P, Crowley L, Pollack JR, Zhao H, Pitteri SJ, Brooks JD. AZGP1 deficiency promotes angiogenesis in prostate cancer. J Transl Med 2024; 22:383. [PMID: 38659028 PMCID: PMC11044612 DOI: 10.1186/s12967-024-05183-x] [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: 07/16/2023] [Accepted: 04/08/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Loss of AZGP1 expression is a biomarker associated with progression to castration resistance, development of metastasis, and poor disease-specific survival in prostate cancer. However, high expression of AZGP1 cells in prostate cancer has been reported to increase proliferation and invasion. The exact role of AZGP1 in prostate cancer progression remains elusive. METHOD AZGP1 knockout and overexpressing prostate cancer cells were generated using a lentiviral system. The effects of AZGP1 under- or over-expression in prostate cancer cells were evaluated by in vitro cell proliferation, migration, and invasion assays. Heterozygous AZGP1± mice were obtained from European Mouse Mutant Archive (EMMA), and prostate tissues from homozygous knockout male mice were collected at 2, 6 and 10 months for histological analysis. In vivo xenografts generated from AZGP1 under- or over-expressing prostate cancer cells were used to determine the role of AZGP1 in prostate cancer tumor growth, and subsequent proteomics analysis was conducted to elucidate the mechanisms of AZGP1 action in prostate cancer progression. AZGP1 expression and microvessel density were measured in human prostate cancer samples on a tissue microarray of 215 independent patient samples. RESULT Neither the knockout nor overexpression of AZGP1 exhibited significant effects on prostate cancer cell proliferation, clonal growth, migration, or invasion in vitro. The prostates of AZGP1-/- mice initially appeared to have grossly normal morphology; however, we observed fibrosis in the periglandular stroma and higher blood vessel density in the mouse prostate by 6 months. In PC3 and DU145 mouse xenografts, over-expression of AZGP1 did not affect tumor growth. Instead, these tumors displayed decreased microvessel density compared to xenografts derived from PC3 and DU145 control cells, suggesting that AZGP1 functions to inhibit angiogenesis in prostate cancer. Proteomics profiling further indicated that, compared to control xenografts, AZGP1 overexpressing PC3 xenografts are enriched with angiogenesis pathway proteins, including YWHAZ, EPHA2, SERPINE1, and PDCD6, MMP9, GPX1, HSPB1, COL18A1, RNH1, and ANXA1. In vitro functional studies show that AZGP1 inhibits human umbilical vein endothelial cell proliferation, migration, tubular formation and branching. Additionally, tumor microarray analysis shows that AZGP1 expression is negatively correlated with blood vessel density in human prostate cancer tissues. CONCLUSION AZGP1 is a negative regulator of angiogenesis, such that loss of AZGP1 promotes angiogenesis in prostate cancer. AZGP1 likely exerts heterotypical effects on cells in the tumor microenvironment, such as stromal and endothelial cells. This study sheds light on the anti-angiogenic characteristics of AZGP1 in the prostate and provides a rationale to target AZGP1 to inhibit prostate cancer progression.
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Affiliation(s)
- Ru M Wen
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
| | - Zhengyuan Qiu
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - G Edward W Marti
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Eric E Peterson
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Fernando Jose Garcia Marques
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Abel Bermudez
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Yi Wei
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Rosalie Nolley
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Nathan Lam
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Alex LaPat Polasko
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Chun-Lung Chiu
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Dalin Zhang
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Sanghee Cho
- GE HealthCare Technology and Innovation Center, Niskayuna, NY, 12309, USA
| | | | | | - Chrystal Chadwick
- GE HealthCare Technology and Innovation Center, Niskayuna, NY, 12309, USA
| | - Fiona Ginty
- GE HealthCare Technology and Innovation Center, Niskayuna, NY, 12309, USA
| | - Kyeong Joo Jung
- Department of Computer Science and Engineering, The Ohio State University, Columbus, OH, 43210, USA
| | - Raghu Machiraju
- Department of Computer Science and Engineering, The Ohio State University, Columbus, OH, 43210, USA
| | - Parag Mallick
- Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Laura Crowley
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Jonathan R Pollack
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Hongjuan Zhao
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Sharon J Pitteri
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - James D Brooks
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
- Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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Verma S, Giagnocavo SD, Curtin MC, Arumugam M, Osburn-Staker SM, Wang G, Atkinson A, Nix DA, Lum DH, Cox JE, Hilgendorf KI. Zinc Alpha-2-Glycoprotein (ZAG/AZGP1) secreted by triple-negative breast cancer promotes tumor microenvironment fibrosis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.04.583349. [PMID: 38496643 PMCID: PMC10942361 DOI: 10.1101/2024.03.04.583349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Obesity is a predisposition factor for breast cancer, suggesting a localized, reciprocal interaction between breast cancer cells and the surrounding mammary white adipose tissue. To investigate how breast cancer cells alter the composition and function of adipose tissue, we screened the secretomes of ten human breast cancer cell lines for the ability to modulate the differentiation of adipocyte stem and progenitor cells (ASPC). The screen identified a key adipogenic modulator, Zinc Alpha-2-Glycoprotein (ZAG/AZGP1), secreted by triple-negative breast cancer (TNBC) cells. TNBC-secreted ZAG inhibits adipogenesis and instead induces the expression of fibrotic genes. Accordingly, depletion of ZAG in TNBC cells attenuates fibrosis in white adipose tissue and inhibits tumor growth. Further, high expression of ZAG in TNBC patients, but not other clinical subtypes of breast cancer, is linked to poor prognosis. Our findings suggest a role of TNBC-secreted ZAG in promoting the transdifferentiation of ASPCs into cancer-associated fibroblasts to support tumorigenesis.
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Affiliation(s)
- Surbhi Verma
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112, USA
| | | | - Meghan C Curtin
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112, USA
| | - Menusha Arumugam
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112, USA
| | - Sandra M Osburn-Staker
- Metabolomics, Proteomics and Mass Spectrometry Core, School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Guoying Wang
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Aaron Atkinson
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - David A Nix
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - David H Lum
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - James E Cox
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112, USA
- Metabolomics, Proteomics and Mass Spectrometry Core, School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Keren I Hilgendorf
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112, USA
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
- Lead contact:
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3
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Wang H, Liu J, Zhu X, Yang B, He Z, Yao X. AZGP1P2/UBA1/RBM15 Cascade Mediates the Fate Determinations of Prostate Cancer Stem Cells and Promotes Therapeutic Effect of Docetaxel in Castration-Resistant Prostate Cancer via TPM1 m6A Modification. RESEARCH (WASHINGTON, D.C.) 2023; 6:0252. [PMID: 37854295 PMCID: PMC10581371 DOI: 10.34133/research.0252] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 09/26/2023] [Indexed: 10/20/2023]
Abstract
Prostate cancer (PCa) is a common malignant tumor with high morbidity and mortality worldwide. The prostate cancer stem cell (PCSC) model provides novel insights into the pathogenesis of PCa and its therapeutic response. However, the roles and molecular mechanisms of specific genes in mediating fate decisions of PCSCs and carcinogenesis of PCa remain to be elusive. In this study, we have explored the expression, function, and mechanism of AZGP1P2, a pseudogene of AZGP1, in regulating the stemness and apoptosis of PCSCs and treatment resistance of docetaxel in castration-resistant prostate cancer (CRPC). We revealed that AZGP1P2 was downregulated in CRPC cell lines and PCSCs, while it was positively associated with progression-free interval. Upregulation of the AZGP1P2 enhanced the sensitivity of docetaxel treatment in CRPCs via inhibiting their stemness. RNA pull-down associated with mass spectrometry analysis, co-immunoprecipitation assay, and RNA immunoprecipitation assay demonstrated that AZGP1P2 could bind to UBA1 and RBM15 as a "writer" of methyltransferase to form a compound. UBA1, an E1 ubiquitin-activating enzyme, contributed to RBM15 protein degradation via ubiquitination modification. Methylated RNA immunoprecipitation assay displayed that RBM15 controlled the mRNA decay of TPM1 in m6A methylation. Furthermore, a xenograft mouse model and patient-derived organoids showed that the therapeutic effect of docetaxel in CRPC was increased by AZGP1P2 in vivo. Collectively, these results imply that AZGP1P2 mediates the stemness and apoptosis of PCSCs and promotes docetaxel therapeutic effect by suppressing tumor growth and metastasis via UBA1/RBM15-mediated TPM1 mRNA decay in CRPC.
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Affiliation(s)
- Hong Wang
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine,
Tongji University, Shanghai, China
- Urologic Cancer Institute, School of Medicine,
Tongji University, Shanghai, China
| | - Ji Liu
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine,
Tongji University, Shanghai, China
- Urologic Cancer Institute, School of Medicine,
Tongji University, Shanghai, China
| | - Xiaojun Zhu
- Department of Urology Surgery,
The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China
| | - Bin Yang
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine,
Tongji University, Shanghai, China
- Urologic Cancer Institute, School of Medicine,
Tongji University, Shanghai, China
| | - Zuping He
- The Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, School of Medicine,
Hunan Normal University, The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Changsha, China
- Shanghai Key Laboratory of Reproductive Medicine,
Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xudong Yao
- Department of Urology, Shanghai Tenth People’s Hospital, School of Medicine,
Tongji University, Shanghai, China
- Urologic Cancer Institute, School of Medicine,
Tongji University, Shanghai, China
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4
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Fang YY, Huang JM, Wen JY, Li JD, Shen JH, Zeng DT, Pan YF, Huang HQ, Huang ZG, Liu LM, Chen G. AZGP1 Up-Regulation is a Potential Target for Andrographolide Reversing Radioresistance of Colorectal Cancer. Pharmgenomics Pers Med 2022; 15:999-1017. [DOI: 10.2147/pgpm.s360147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022] Open
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5
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Wen R, Zhao H, Zhang D, Chiu CL, Brooks JD. Sialylated glycoproteins as biomarkers and drivers of progression in prostate cancer. Carbohydr Res 2022; 519:108598. [DOI: 10.1016/j.carres.2022.108598] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 04/20/2022] [Accepted: 05/20/2022] [Indexed: 01/27/2023]
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6
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Garcia-Marques F, Liu S, Totten SM, Bermudez A, Tanimoto C, Hsu EC, Nolley R, Hembree A, Stoyanova T, Brooks JD, Pitteri SJ. Protein signatures to distinguish aggressive from indolent prostate cancer. Prostate 2022; 82:605-616. [PMID: 35098564 PMCID: PMC8916040 DOI: 10.1002/pros.24307] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 12/31/2021] [Accepted: 01/10/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Distinguishing men with aggressive from indolent prostate cancer is critical to decisions in the management of clinically localized prostate cancer. Molecular signatures of aggressive disease could help men overcome this major clinical challenge by reducing unnecessary treatment and allowing more appropriate treatment of aggressive disease. METHODS We performed a mass spectrometry-based proteomic analysis of normal and malignant prostate tissues from 22 men who underwent surgery for prostate cancer. Prostate cancer samples included Grade Groups (3-5), with 8 patients experiencing recurrence and 14 without evidence of recurrence with a mean of 6.8 years of follow-up. To better understand the biological pathways underlying prostate cancer aggressiveness, we performed a systems biology analysis and gene enrichment analysis. Proteins that distinguished recurrent from nonrecurrent cancer were chosen for validation by immunohistochemical analysis on tissue microarrays containing samples from a larger cohort of patients with recurrent and nonrecurrent prostate cancer. RESULTS In all, 24,037 unique peptides (false discovery rate < 1%) corresponding to 3,313 distinct proteins were identified with absolute abundance ranges spanning seven orders of magnitude. Of these proteins, 115 showed significantly (p < 0.01) different levels in tissues from recurrent versus nonrecurrent cancers. Analysis of all differentially expressed proteins in recurrent and nonrecurrent cases identified several protein networks, most prominently one in which approximately 24% of the proteins in the network were regulated by the YY1 transcription factor (adjusted p < 0.001). Strong immunohistochemical staining levels of three differentially expressed proteins, POSTN, CALR, and CTSD, on a tissue microarray validated their association with shorter patient survival. CONCLUSIONS The protein signatures identified could improve understanding of the molecular drivers of aggressive prostate cancer and be used as candidate prognostic biomarkers.
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Affiliation(s)
- Fernando Garcia-Marques
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - Shiqin Liu
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - Sarah M. Totten
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - Abel Bermudez
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - Cheylene Tanimoto
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - En-Chi Hsu
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - Rosalie Nolley
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA 94305
| | - Amy Hembree
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - Tanya Stoyanova
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
| | - James D. Brooks
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA 94305
| | - Sharon J. Pitteri
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA 94304
- Corresponding Author: Sharon Pitteri, 3155 Porter Drive, Palo Alto, CA 94304,
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7
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Zhou W, Li J. Integrated Analysis of Genes Associated With Immune Microenvironment and Distant Metastasis in Uveal Melanoma. Front Cell Dev Biol 2022; 10:874839. [PMID: 35433689 PMCID: PMC9006059 DOI: 10.3389/fcell.2022.874839] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 03/16/2022] [Indexed: 12/21/2022] Open
Abstract
Inflammatory infiltration plays an essential role in the progression of tumor malignancy. The aim of this study was to identify genes associated with inflammatory microenvironment and clinical traits for survival prediction of uveal melanoma (UVM) patients. The datasets and clinical characteristics of UVM were obtained from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. We divided the UVM patients into low and high immune cell infiltration groups, identified differentially expressed genes (DEGs), constructed weighted gene co-expression network, and established prognostic prediction model and nomogram for UVM. Our analysis showed that DEGs were enriched in cytokine signaling in immune system, positive regulation of immune response and adaptive immune system. A total of fifteen candidate genes were extracted from DEGs and genes that were positively associated with tumor metastasis. Subsequently, five prognostic genes were selected to construct the final prognostic prediction model, including two up-regulated genes LHFPL3 antisense RNA 1 (LHFPL3-AS1) and LYN proto-oncogene (LYN), and three down-regulated genes SLCO4A1 antisense RNA 1 (SLCO4A1-AS1), Zinc-α2-glycoprotein 1 (AZGP1) and Deleted in Liver Cancer-1 (DLC1) in the high risk group. The model showed an Area Under Curve (AUC) value of 0.877. Our analysis highlighted the importance of immune-related genes in the progression of UVM and also provided potential targets for the immunotherapy of UVM.
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8
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Winther MD, Kristensen G, Stroomberg HV, Berg KD, Toft BG, Brooks JD, Brasso K, Røder MA. AZGP1 Protein Expression in Hormone-Naïve Advanced Prostate Cancer Treated with Primary Androgen Deprivation Therapy. Diagnostics (Basel) 2020; 10:diagnostics10080520. [PMID: 32726925 PMCID: PMC7460336 DOI: 10.3390/diagnostics10080520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/14/2020] [Accepted: 07/23/2020] [Indexed: 12/14/2022] Open
Abstract
Biomarkers for predicting the risk of castration-resistant prostate cancer (CRPC) in men treated with primary androgen deprivation therapy (ADT) are lacking. We investigated whether Zinc-alpha 2 glycoprotein (AZGP1) expression in the diagnostic biopsies of men with hormone-naïve prostate cancer (PCa) undergoing primary ADT was predictive of the development of CRPC and PCa-specific mortality. The study included 191 patients who commenced ADT from 2000 to 2011. The AZGP1 expression was evaluated using immunohistochemistry and scored as high or low expression. The risks of CRPC and PCa-specific mortality were analyzed using stratified cumulative incidences and a cause-specific COX regression analysis for competing risk assessment. The median follow-up time was 9.8 (IQR: 6.1–12.7) years. In total, 94 and 97 patients presented with low and high AZGP1 expression, respectively. A low AZGP1 expression was found to be associated with a shorter time to CRPC when compared to patients with a high AZGP1 expression (HR: 1.5; 95% CI: 1.0–2.1; p = 0.03). However, the multivariable analysis demonstrated no added benefit by adding the AZGP1 expression to prediction models for CRPC. No differences for PCa-specific mortality between the AZGP1 groups were observed. In conclusion, a low AZGP1 expression was associated with a shorter time to CRPC for PCa patients treated with first-line ADT but did not add any predictive information besides well-established clinicopathological variables.
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Affiliation(s)
- Mads Dochedahl Winther
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark; (M.D.W.); (H.V.S.); (K.D.B.); (K.B.); (M.A.R.)
| | - Gitte Kristensen
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark; (M.D.W.); (H.V.S.); (K.D.B.); (K.B.); (M.A.R.)
- Correspondence: ; Tel.: +45-2243-3688
| | - Hein Vincent Stroomberg
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark; (M.D.W.); (H.V.S.); (K.D.B.); (K.B.); (M.A.R.)
| | - Kasper Drimer Berg
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark; (M.D.W.); (H.V.S.); (K.D.B.); (K.B.); (M.A.R.)
| | - Birgitte Grønkær Toft
- Department of Pathology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark;
| | - James D. Brooks
- Department of Urology, Stanford University, Stanford, CA 94305, USA;
| | - Klaus Brasso
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark; (M.D.W.); (H.V.S.); (K.D.B.); (K.B.); (M.A.R.)
| | - Martin Andreas Røder
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, University of Copenhagen, 2100 Copenhagen, Denmark; (M.D.W.); (H.V.S.); (K.D.B.); (K.B.); (M.A.R.)
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9
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Eggener SE, Rumble RB, Armstrong AJ, Morgan TM, Crispino T, Cornford P, van der Kwast T, Grignon DJ, Rai AJ, Agarwal N, Klein EA, Den RB, Beltran H. Molecular Biomarkers in Localized Prostate Cancer: ASCO Guideline. J Clin Oncol 2019; 38:1474-1494. [PMID: 31829902 DOI: 10.1200/jco.19.02768] [Citation(s) in RCA: 113] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
PURPOSE This guideline provides recommendations for available tissue-based prostate cancer biomarkers geared toward patient selection for active surveillance, identification of clinically significant disease, choice of postprostatectomy adjuvant versus salvage radiotherapy, and to address emerging questions such as the relative value of tissue biomarkers compared with magnetic resonance imaging. METHODS An ASCO multidisciplinary Expert Panel, with representatives from the European Association of Urology, American Urological Association, and the College of American Pathologists, conducted a systematic literature review of localized prostate cancer biomarker studies between January 2013 and January 2019. Numerous tissue-based molecular biomarkers were evaluated for their prognostic capabilities and potential for improving management decisions. Here, the Panel makes recommendations regarding the clinical use and indications of these biomarkers. RESULTS Of 555 studies identified, 77 were selected for inclusion plus 32 additional references selected by the Expert Panel. Few biomarkers had rigorous testing involving multiple cohorts and only 5 of these tests are commercially available currently: Oncotype Dx Prostate, Prolaris, Decipher, Decipher PORTOS, and ProMark. With various degrees of value and validation, multiple biomarkers have been shown to refine risk stratification and can be considered for select men to improve management decisions. There is a paucity of prospective studies assessing short- and long-term outcomes of patients when these markers are integrated into clinical decision making. RECOMMENDATIONS Tissue-based molecular biomarkers (evaluating the sample with the highest volume of the highest Gleason pattern) may improve risk stratification when added to standard clinical parameters, but the Expert Panel endorses their use only in situations in which the assay results, when considered as a whole with routine clinical factors, are likely to affect a clinical decision. These assays are not recommended for routine use as they have not been prospectively tested or shown to improve long-term outcomes-for example, quality of life, need for treatment, or survival. Additional information is available at www.asco.org/genitourinary-cancer-guidelines.
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Affiliation(s)
| | | | | | - Todd M Morgan
- University of Michigan School of Medicine, Ann Arbor, MI
| | | | - Philip Cornford
- Royal Liverpool University Hospital, Liverpool, United Kingdom
| | | | | | - Alex J Rai
- Columbia University Irving Medical Center, New York, NY
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10
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Ji M, Li W, He G, Zhu D, Lv S, Tang W, Jian M, Zheng P, Yang L, Qi Z, Mao Y, Ren L, Zhong Y, Tu Y, Wei Y, Xu J. Zinc-α2-glycoprotein 1 promotes EMT in colorectal cancer by filamin A mediated focal adhesion pathway. J Cancer 2019; 10:5557-5566. [PMID: 31632499 PMCID: PMC6775688 DOI: 10.7150/jca.35380] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 08/12/2019] [Indexed: 01/14/2023] Open
Abstract
Liver metastasis is the main reason for the poor prognosis of colorectal cancer, and identifying molecules involved in liver metastases of colorectal cancer may provide effective therapeutic targets. Zinc-α2-glycoprotein 1(AZGP1) is a candidate biomarker for diagnosis and prognosis in cancer. However, its function and molecular mechanism in metastatic colorectal cancer remains largely unknown. We previously found that up-regulated AZGP1 promotes proliferation, migration and invasion in colorectal cancer cell line, here we elucidated the mechanism of AZGP1 in regulating metastasis. In this article, we found that AZGP1 was also highly expressed in colorectal cancer tissues with liver metastasis relative to those without metastasis, and abundant expression of AZGP1 was associated with poor prognosis, also, AZGP1 down regulation prevented cell metastasis in vivo and in vitro. We further demonstrated that AZGP1 promotes metastasis by regulating the epithelial-mesenchymal transition (EMT) and associating with molecules involved in the focal adhesion pathway, including the adhesion molecule FLNA, which acts as an important protein interactor. More importantly, AZGP1 down regulation inhibited the phosphorylation of FLNA mediated by the restrain of PAK2 kinase, thereby inducing its proteolysis and subsequently affecting its subcellular localization, where it regulates the EMT and promotes metastasis. Collectively, these results highlight AZGP1 as a new and promising therapeutic molecule for liver metastatic colorectal cancer.
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Affiliation(s)
- Meiling Ji
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Wenxiang Li
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Guodong He
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Dexiang Zhu
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Shixu Lv
- Department of Surgical Oncology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Wentao Tang
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Mi Jian
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Peng Zheng
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Liangliang Yang
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Zhipeng Qi
- Departmentof Endoscopic Center, Zhongshan Hospital Fudan University, Shanghai, China
| | - Yihao Mao
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Li Ren
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Yunshi Zhong
- Departmentof Endoscopic Center, Zhongshan Hospital Fudan University, Shanghai, China
| | - Yongjiu Tu
- Surgical Department, Hospital 174 of PLA, Xiamen, Fujian, China
| | - Ye Wei
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
| | - Jianmin Xu
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, China
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11
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Kristensen G, Berg KD, Toft BG, Stroomberg HV, Nolley R, Brooks JD, Brasso K, Roder MA. Predictive value of AZGP1 following radical prostatectomy for prostate cancer: a cohort study and meta-analysis. J Clin Pathol 2019; 72:696-704. [PMID: 31331953 DOI: 10.1136/jclinpath-2019-205940] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 06/03/2019] [Accepted: 06/07/2019] [Indexed: 01/10/2023]
Abstract
AIMS Zinc-alpha 2-glycoprotein (AZGP1) is a promising tissue biomarker to predict outcomes in men undergoing treatment for localised prostate cancer (PCa). We aimed to examine the association between AZGP1 expression and the endpoints: risk of biochemical failure (BF), initiating castration-based treatment, developing castration-resistant PCa (CRPC) and PCa-specific mortality following radical prostatectomy (RP). METHODS The study included a prospective cohort of 302 patients who underwent RP for PCa from 2002 to 2005. AZGP1 expression was analysed using immunohistochemistry on tissue microarray RP specimens and was scored semiquantitively as low or high expression. Risk of all endpoints was analysed using stratified cumulative incidences and cause-specific Cox regression, and validated with receiver operating curves, calibration and discrimination in competing-risk analyses. A meta-analysis was performed including previous studies investigating AZGP1 expression and risk of BF following RP. RESULTS Median time of follow-up was 14.0 years. The cumulative incidence of all endpoints was significantly higher in patients with low AZGP1 expression compared with patients with high AZGP1 expression (p<0.001). In a multivariate analysis, low AZGP1 expression increases the risk of BF (HR 2.7; 95% CI 1.9 to 3.8; p<0.0001), castration-based treatment (HR 2.2; 95% CI 1.2 to 4.2; p=0.01) and CRPC (HR 2.3; 95% CI 1.1 to 5.0; p=0.03). Validation showed a low risk of prediction error and a high model performance for all endpoints. In a meta-analysis, low AZGP1 was associated with BF (HR 1.7; 95% CI 1.2 to 2.5). CONCLUSIONS Low AZGP1 expression is associated with the risk of aggressive time-dependent outcomes in men undergoing RP for localised PCa.
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Affiliation(s)
- Gitte Kristensen
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Kasper Drimer Berg
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Birgitte Grønkær Toft
- Department of Pathology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Hein Vincent Stroomberg
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Rosalie Nolley
- Department of Urology, Stanford Medicine, Stanford, California, USA
| | - James D Brooks
- Department of Urology, Stanford Medicine, Stanford, California, USA
| | - Klaus Brasso
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Martin Andreas Roder
- Copenhagen Prostate Cancer Center, Department of Urology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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12
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Zhang AY, Chiam K, Haupt Y, Fox S, Birch S, Tilley W, Butler LM, Knudsen K, Comstock C, Rasiah K, Grogan J, Mahon KL, Bianco-Miotto T, Ricciardelli C, Böhm M, Henshall S, Delprado W, Stricker P, Horvath LG, Kench JG. An analysis of a multiple biomarker panel to better predict prostate cancer metastasis after radical prostatectomy. Int J Cancer 2018; 144:1151-1159. [PMID: 30288742 DOI: 10.1002/ijc.31906] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 08/22/2018] [Indexed: 12/23/2022]
Abstract
A plethora of individual candidate biomarkers for predicting biochemical relapse in localized prostate cancer (PCa) have been proposed. Combined biomarkers may improve prognostication, and ensuring validation against more clinically relevant endpoints are required. The Australian PCa Research Centre NSW has contributed to numerous studies of molecular biomarkers associated with biochemical relapse. In the current study, these biomarkers were re-analyzed for biochemical relapse, metastatic relapse and PCa death with extended follow-up. Biomarkers of significance were then used to develop a combined prognostic model for clinical outcomes and validated in a large independent cohort. The discovery cohort (n = 324) was based on 12 biomarkers with a median follow-up of 16 years. Seven biomarkers were significantly associated with biochemical relapse. Three biomarkers were associated with metastases: AZGP1, Ki67 and PML. Only AZGP1 was associated with PCa death. In their individual and combinational forms, AZGP1 and Ki67 as a dual BM signature was the most robust predictor of metastatic relapse (AUC 0.762). The AZPG1 and Ki67 signature was validated in an independent cohort of 347 PCa patients. The dual BM signature of AZGP1 and Ki67 predicted metastasis in the univariable (HR 7.2, 95% CI, 1.6-32; p = 0.01) and multivariable analysis (HR 5.4, 95% CI, 1.2-25; p = 0.03). The dual biomarker signature marginally improved risk prediction compared to AZGP1 alone (AUC 0.758 versus 0.738, p < 0.001). Our findings indicate that biochemical relapse is not an adequate surrogate for metastasis or PCa death. The dual biomarker signature of AZGP1 and Ki67 offers a small benefit in predicting metastasis over AZGP1 alone.
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Affiliation(s)
- Alison Y Zhang
- Cancer Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.,Chris O'Brien Lifehouse, Camperdown, NSW, Australia.,University of Sydney, Camperdown, NSW, Australia
| | - Karen Chiam
- Cancer Research Division, Cancer Council New South Wales, Woolloomooloo, NSW, Australia
| | - Ygal Haupt
- Peter MacCallum Cancer Centre, Parkville, VIC, Australia
| | - Stephen Fox
- Peter MacCallum Cancer Centre, Parkville, VIC, Australia.,University of Melbourne, Parkville, VIC, Australia
| | - Simone Birch
- Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Wayne Tilley
- Freemason's Foundation Centre for Men's Health, University of Adelaide, Adelaide, SA, Australia.,South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - Lisa M Butler
- Freemason's Foundation Centre for Men's Health, University of Adelaide, Adelaide, SA, Australia.,South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - Karen Knudsen
- Sidney Kimmel Cancer Center, Thomas Jefferson University Hospital, Philadelphia, US
| | - Clay Comstock
- Sidney Kimmel Cancer Center, Thomas Jefferson University Hospital, Philadelphia, US
| | | | - Judith Grogan
- Cancer Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Kate L Mahon
- Cancer Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.,Chris O'Brien Lifehouse, Camperdown, NSW, Australia.,Royal Prince Alfred Hospital, Camperdown, NSW, Australia
| | - Tina Bianco-Miotto
- School of Agriculture, Food and Wine, University of Adelaide, Adelaide, SA, Australia
| | - Carmela Ricciardelli
- Adelaide Medical School, Robinson Research Institute, University of Adelaide, Adelaide, SA, Australia
| | - Maret Böhm
- Cancer Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Susan Henshall
- Union for International Cancer Control, Geneva, Switzerland
| | - Warick Delprado
- Douglass Hanly Moir Pathology, Macquarie Park, NSW, Australia
| | - Phillip Stricker
- Cancer Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.,Department of Urology, St Vincent's Clinic, Darlinghurst, NSW, Australia
| | - Lisa G Horvath
- Cancer Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.,Chris O'Brien Lifehouse, Camperdown, NSW, Australia.,University of Sydney, Camperdown, NSW, Australia.,Royal Prince Alfred Hospital, Camperdown, NSW, Australia
| | - James G Kench
- Cancer Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.,University of Sydney, Camperdown, NSW, Australia.,Royal Prince Alfred Hospital, Camperdown, NSW, Australia
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13
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Cimadamore A, Gasparrini S, Santoni M, Cheng L, Lopez-Beltran A, Battelli N, Massari F, Giunchi F, Fiorentino M, Scarpelli M, Montironi R. Biomarkers of aggressiveness in genitourinary tumors with emphasis on kidney, bladder, and prostate cancer. Expert Rev Mol Diagn 2018; 18:645-655. [PMID: 29912582 DOI: 10.1080/14737159.2018.1490179] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Over the last decade, the improvement in molecular techniques and the acquisition of genomic information has transformed and increased the quality of patient care and our knowledge of diseases. Areas covered: Protein expression levels in immunohistochemistry and molecular biomarkers are reported for their ability to predict recurrence, progression, development of metastases, or patient survival. In particular, for renal cell carcinoma, we take into consideration the biomarkers applicable to immunohistochemistry and with molecular and genetic analyses. In urothelial carcinoma, there is great interest in the possibility of distinguishing the basal vs. luminal subtypes and to acquire deeper insight into the tumor biology through examining exosomes in urine and biomarkers in the serum. In prostate cancer, single gene expression and multiple gene expression classifiers are reviewed as a tool to distinguish indolent vs. aggressive disease. Expert commentary: The genomic information along with the application of ancillary techniques allow the definition of a neoplasia not only by its morphology but also by its biological signature. This continuous increase in knowledge will result in a better comprehension of oncogenesis, development of targeted therapies and optimizing decision-making processes related to patient care.
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Affiliation(s)
- Alessia Cimadamore
- a Section of Pathological Anatomy, School of Medicine, United Hospitals , Polytechnic University of the Marche Region , Ancona , Italy
| | - Silvia Gasparrini
- a Section of Pathological Anatomy, School of Medicine, United Hospitals , Polytechnic University of the Marche Region , Ancona , Italy
| | | | - Liang Cheng
- c Department of Pathology and Laboratory Medicine , Indiana University School of Medicine , Indianapolis , IN , USA
| | | | | | - Francesco Massari
- e Division of Oncology , S. Orsola-Malpighi Hospital , Bologna , Italy
| | - Francesca Giunchi
- f Laboratory of Oncologic Molecular Pathology , S. Orsola-Malpighi Hospital , Bologna , Italy
| | - Michelangelo Fiorentino
- f Laboratory of Oncologic Molecular Pathology , S. Orsola-Malpighi Hospital , Bologna , Italy
| | - Marina Scarpelli
- a Section of Pathological Anatomy, School of Medicine, United Hospitals , Polytechnic University of the Marche Region , Ancona , Italy
| | - Rodolfo Montironi
- a Section of Pathological Anatomy, School of Medicine, United Hospitals , Polytechnic University of the Marche Region , Ancona , Italy
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14
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Zhang AY, Grogan JS, Mahon KL, Rasiah K, Sved P, Eisinger DR, Boulas J, Vasilaris A, Henshall SM, Stricker PD, Kench JG, Horvath LG. A prospective multicentre phase III validation study of AZGP1 as a biomarker in localized prostate cancer. Ann Oncol 2018; 28:1903-1909. [PMID: 28486686 DOI: 10.1093/annonc/mdx247] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Background Prostate cancers (PCs) with similar characteristics at the time of diagnosis can have very different disease outcomes. Conventional biomarkers of PC still lack precision in identifying individuals at high risk of PC recurrence. While many candidate biomarkers are proposed in the literature, few are in clinical practice as they lack rigorous validation. This study prospectively enrolled an independent phase III cohort to evaluate the clinical utility of zinc-alpha 2-glycoprotein (AZGP1) as a prognostic biomarker in localized PC. Patients and methods In our multicentre, prospective phase III study, AZGP1 status in 347 radical prostatectomy specimens was assayed by immunohistochemistry in a NATA-accredited laboratory. The AZGP1 score was assessed in a multivariable model incorporating established prognostic factors. We also report extended outcomes from our previous phase II study. The primary endpoint was biochemical relapse-free survival (BRFS). Secondary endpoints were metastasis-free survival (MFS) and PC-specific survival (PCSS). Results In the phase II cohort, with a median follow-up of 15.8 years, low/absent AZGP1 expression was an independent predictor of poor BRFS (HR, 1.4; 95% CI, 1.1-1.9; P = 0.03), MFS (HR, 2.8; 95% CI, 1.2-6.6; P = 0.02) and PCSS (HR, 3.8; 95% CI, 1.5-9.5; P = 0.005). These results were validated in our prospective phase III cohort. Low/absent AZGP1 expression independently predicted for BRFS (HR, 1.9; 95% CI, 1.1-3.3; P = 0.02), with shorter MFS (HR, 2.0; 95% CI, 1.1-3.4; P = 0.02). AZGP1 improved the discriminatory value when incorporated into existing prognostic risk models. Conclusion Our study provides prospective phase III validation that absent/low AZGP1 expression provides independent prognostic value in PC. This study provides robust evidence for the incorporation of this biomarker into clinical practice.
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Affiliation(s)
- A Y Zhang
- Department of Medical Oncology, Chris O'Brien Lifehouse, Camperdown.,Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Darlinghurst.,Sydney Medical School, University of Sydney, Camperdown
| | - J S Grogan
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Darlinghurst
| | - K L Mahon
- Department of Medical Oncology, Chris O'Brien Lifehouse, Camperdown.,Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Darlinghurst
| | - K Rasiah
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Darlinghurst.,Sydney Medical School, University of Sydney, Camperdown.,Department of Urology, Royal North Shore Hospital, Crows Nest
| | - P Sved
- Sydney Medical School, University of Sydney, Camperdown.,Department of Urology, Royal Prince Alfred Hospital, Camperdown, Australia
| | - D R Eisinger
- Department of Urology, Royal Prince Alfred Hospital, Camperdown, Australia
| | - J Boulas
- Department of Urology, Royal Prince Alfred Hospital, Camperdown, Australia
| | - A Vasilaris
- Department of Urology, Royal Prince Alfred Hospital, Camperdown, Australia
| | - S M Henshall
- Three Stories Consulting - Global Health Advocacy, USA
| | - P D Stricker
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Darlinghurst.,Sydney Medical School, University of Sydney, Camperdown.,Department of Urology, St Vincent's Clinic, Darlinghurst.,Discipline of Medicine, University of New South Wales
| | - J G Kench
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Darlinghurst.,Sydney Medical School, University of Sydney, Camperdown.,Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, Australia
| | - L G Horvath
- Department of Medical Oncology, Chris O'Brien Lifehouse, Camperdown.,Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Darlinghurst.,Sydney Medical School, University of Sydney, Camperdown.,Discipline of Medicine, University of New South Wales.,Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, Australia
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15
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Sahoo D, Wei W, Auman H, Hurtado-Coll A, Carroll PR, Fazli L, Gleave ME, Lin DW, Nelson PS, Simko J, Thompson IM, Leach RJ, Troyer DA, True LD, McKenney JK, Feng Z, Brooks JD. Boolean analysis identifies CD38 as a biomarker of aggressive localized prostate cancer. Oncotarget 2018; 9:6550-6561. [PMID: 29464091 PMCID: PMC5814231 DOI: 10.18632/oncotarget.23973] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 12/23/2017] [Indexed: 01/19/2023] Open
Abstract
The introduction of serum Prostate Specific Antigen (PSA) testing nearly 30 years ago has been associated with a significant shift towards localized disease and decreased deaths due to prostate cancer. Recognition that PSA testing has caused over diagnosis and over treatment of prostate cancer has generated considerable controversy over its value, and has spurred efforts to identify prognostic biomarkers to distinguish patients who need treatment from those that can be observed. Recent studies show that cancer is heterogeneous and forms a hierarchy of tumor cell populations. We developed a method of identifying prostate cancer differentiation states related to androgen signaling using Boolean logic. Using gene expression data, we identified two markers, CD38 and ARG2, that group prostate cancer into three differentiation states. Cancers with CD38-, ARG2- expression patterns, corresponding to an undifferentiated state, had significantly lower 10-year recurrence-free survival compared to the most differentiated group (CD38+ARG2+). We carried out immunohistochemical (IHC) staining for these two markers in a single institution (Stanford; n = 234) and multi-institution (Canary; n = 1326) cohorts. IHC staining for CD38 and ARG2 in the Stanford cohort demonstrated that combined expression of CD38 and ARG2 was prognostic. In the Canary cohort, low CD38 protein expression by IHC was significantly associated with recurrence-free survival (RFS), seminal vesicle invasion (SVI), extra-capsular extension (ECE) in univariable analysis. In multivariable analysis, ARG2 and CD38 IHC staining results were not independently associated with RFS, overall survival, or disease-specific survival after adjusting for other factors including SVI, ECE, Gleason score, pre-operative PSA, and surgical margins.
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Affiliation(s)
- Debashis Sahoo
- Department of Pediatrics and Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA
| | - Wei Wei
- The Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Heidi Auman
- Canary Foundation, Canary Center at Stanford, Palo Alto, CA, USA
| | - Antonio Hurtado-Coll
- The Prostate Center at Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Peter R Carroll
- Department of Urology, University of California San Francisco, San Francisco, CA, USA
| | - Ladan Fazli
- The Prostate Center at Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Martin E Gleave
- The Prostate Center at Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Daniel W Lin
- Department of Urology, University of Washington Medical Center, Seattle, WA, USA
| | - Peter S Nelson
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jeff Simko
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Ian M Thompson
- CHRISTUS Medical Center Hospital, San Antonio, Texas, USA
| | - Robin J Leach
- Department of Urology, University of Texas Health at San Antonio, San Antonio, TX, USA
| | - Dean A Troyer
- Eastern Virginia Medical School, Pathology, Microbiology and Molecular Biology, Norfolk, VA, USA
| | - Lawrence D True
- Department of Pathology, University of Washington Medical Center, Seattle, WA, USA
| | | | - Ziding Feng
- The Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - James D Brooks
- Department of Urology, Stanford University, Stanford, CA, USA
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16
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Davidson J, Shen Z, Gong X, Pollack JR. SWI/SNF aberrations sensitize pancreatic cancer cells to DNA crosslinking agents. Oncotarget 2017. [PMID: 29515757 PMCID: PMC5839388 DOI: 10.18632/oncotarget.20033] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
While gemcitabine has been the mainstay therapy for advanced pancreatic cancer, newer combination regimens (e.g. FOLFIRINOX) have extended patient survival, though carry greater toxicity. Biomarkers are needed to better stratify patients for appropriate therapy. Previously, we reported that one-third of pancreatic cancers harbor deletions or deleterious mutations in key subunits of the SWItch/Sucrose NonFermentable (SWI/SNF) chromatin remodeling complex. The SWI/SNF complex mobilizes nucleosomes on DNA, and plays a key role in modulating DNA transcription and repair. Thus, we hypothesized that pancreatic cancers with SWI/SNF aberrations might exhibit compromised DNA repair, and show increased sensitivity to DNA damaging agents. Here, we studied human pancreatic cancer cell lines with deficient (or else exogenously reconstituted) SWI/SNF subunits, as well as normal pancreatic epithelial cells following SWI/SNF subunit knockdown. Cells were challenged with DNA damaging agents, including those used in current combination regimens, and then cell viability assayed. We found that pancreatic cells with SWI/SNF dysfunction showed markedly increased sensitivity to DNA damaging agents, and in particular DNA crosslinking agents (cisplatin and oxaliplatin). Assaying clearance of γH2AX confirmed that SWI/SNF dysfunction impaired DNA damage response/repair. Finally, by analyzing pancreatic cancer patient data from The Cancer Genome Atlas, we found that pancreatic cancers with SWI/SNF deficiency (subunit mutation and/or decreased expression) were associated with extended patient survival specifically when treated with platinum containing regimens. Thus, SWI/SNF dysfunction sensitizes pancreatic cancer cells to DNA crosslinking agents, and SWI/SNF mutation status may provide a useful biomarker to predict which patients are likely to benefit from platinum-containing chemotherapy regimens.
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Affiliation(s)
- Jean Davidson
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA.,Current address: Department of Cardiovascular Research, Stanford University School of Medicine, Stanford, California, USA
| | - Zhewei Shen
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Xue Gong
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA.,Department of Urology, Stanford University School of Medicine, Stanford, California, USA
| | - Jonathan R Pollack
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
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17
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MUC1 Expression by Immunohistochemistry Is Associated with Adverse Pathologic Features in Prostate Cancer: A Multi-Institutional Study. PLoS One 2016; 11:e0165236. [PMID: 27846218 PMCID: PMC5112958 DOI: 10.1371/journal.pone.0165236] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 09/16/2016] [Indexed: 12/31/2022] Open
Abstract
Background The uncertainties inherent in clinical measures of prostate cancer (CaP) aggressiveness endorse the investigation of clinically validated tissue biomarkers. MUC1 expression has been previously reported to independently predict aggressive localized prostate cancer. We used a large cohort to validate whether MUC1 protein levels measured by immunohistochemistry (IHC) predict aggressive cancer, recurrence and survival outcomes after radical prostatectomy independent of clinical and pathological parameters. Material and Methods MUC1 IHC was performed on a multi-institutional tissue microarray (TMA) resource including 1,326 men with a median follow-up of 5 years. Associations with clinical and pathological parameters were tested by the Chi-square test and the Wilcoxon rank sum test. Relationships with outcome were assessed with univariable and multivariable Cox proportional hazard models and the Log-rank test. Results The presence of MUC1 expression was significantly associated with extracapsular extension and higher Gleason score, but not with seminal vesicle invasion, age, positive surgical margins or pre-operative serum PSA levels. In univariable analyses, positive MUC1 staining was significantly associated with a worse recurrence free survival (RFS) (HR: 1.24, CI 1.03–1.49, P = 0.02), although not with disease specific survival (DSS, P>0.5). On multivariable analyses, the presence of positive surgical margins, extracapsular extension, seminal vesicle invasion, as well as higher pre-operative PSA and increasing Gleason score were independently associated with RFS, while MUC1 expression was not. Positive MUC1 expression was not independently associated with disease specific survival (DSS), but was weakly associated with overall survival (OS). Conclusion In our large, rigorously designed validation cohort, MUC1 protein expression was associated with adverse pathological features, although it was not an independent predictor of outcome after radical prostatectomy.
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18
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Patel SJ, Darie CC, Clarkson BD. Effect of purified fractions from cell culture supernate of high-density pre-B acute lymphoblastic leukemia cells (ALL3) on the growth of ALL3 cells at low density. Electrophoresis 2016; 38:417-428. [PMID: 27804141 DOI: 10.1002/elps.201600399] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Revised: 10/09/2016] [Accepted: 10/11/2016] [Indexed: 01/02/2023]
Abstract
The mechanisms underlying the aberrant growth and interactions between cells are not understood very well. The pre-B acute lymphoblastic leukemia cells directly obtained from an adult patient grow very poorly or do not grow at all at low density (LD), but grow better at high starting cell density (HD). We found that the LD ALL3 cells can be stimulated to grow in the presence of diffusible, soluble factors secreted by ALL3 cells themselves growing at high starting cell density. We then developed a biochemical purification procedure that allowed us to purify the factor(s) with stimulatory activity and analyzed them by nanoliquid chromatography-tandem mass spectrometry (nanoLC-MS/MS). Using nanoLC-MS/MS we have identified several proteins which were further processed using various bioinformatics tools. This resulted in eight protein candidates which might be responsible for the growth activity on non-growing LD ALL3 cells and their involvement in the stimulatory activity are discussed.
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Affiliation(s)
- Sapan J Patel
- Memorial Sloan Kettering Cancer Center, Molecular Pharmacology Program, New York, NY, USA.,Clarkson University, Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, Potsdam, NY, USA
| | - Costel C Darie
- Clarkson University, Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, Potsdam, NY, USA
| | - Bayard D Clarkson
- Memorial Sloan Kettering Cancer Center, Molecular Pharmacology Program, New York, NY, USA
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19
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