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Chen JY, Huang XY, Lin F, You Q, Xue YT, Lin B, Zheng QS, Wei Y, Xue XY, Li XD, Chen DN, Xu N. A tumor-associated macrophages related model for predicting biochemical recurrence and tumor immune environment in prostate cancer. Genomics 2023; 115:110691. [PMID: 37516327 DOI: 10.1016/j.ygeno.2023.110691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 07/17/2023] [Accepted: 07/26/2023] [Indexed: 07/31/2023]
Abstract
OBJECTIVE To identify tumor-associated macrophages (TAMs) related molecular subtypes and develop a TAMs related prognostic model for prostate cancer (PCa). METHODS Consensus clustering analysis was used to identify TAMs related molecular clusters. A TAMs related prognostic model was developed using univariate and multivariate Cox analysis. RESULTS Three TAMs related molecular clusters were identified and were confirmed to be associated with prognosis, clinicopathological characteristics, PD-L1 expression levels and tumor microenvironment. A TAMs related prognostic model was constructed. Patients in low-risk group all showed a more appreciable biochemical recurrence-free survival (BCRFS) than patients in high-risk group in train cohort, test cohort, entire TCGA cohort and validation cohort. SLC26A3 attenuated progression of PCa and prevented macrophage polarizing to TAMs phenotype, which was initially verified. CONCLUSIONS We successfully identified molecular clusters related to TAMs. Additionally, we developed a prognostic model involving TAMs that exhibits excellent predictive performance for biochemical recurrence-free survival in PCa.
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Affiliation(s)
- Jia-Yin Chen
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Xu-Yun Huang
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Fei Lin
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Qi You
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Yu-Ting Xue
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Bin Lin
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Qing-Shui Zheng
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Yong Wei
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Xue-Yi Xue
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Xiao-Dong Li
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Dong-Ning Chen
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China.
| | - Ning Xu
- Department of Urology, Urology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China; Department of Urology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China; Fujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, China.
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Mechanisms and markers of resistance to androgen signaling inhibitors in patients with metastatic castration-resistant prostate cancer. Urol Oncol 2021; 39:728.e13-728.e24. [PMID: 33637400 DOI: 10.1016/j.urolonc.2021.01.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 12/21/2020] [Accepted: 01/29/2021] [Indexed: 12/09/2022]
Abstract
Next-generation androgen signaling inhibitors such as abiraterone and enzalutamide are widely used for the treatment of metastatic castration-resistant prostate cancer. Unfortunately, baseline and acquired resistance to these treatments is commonly observed. In the last few years, significant effort has been devoted to uncover the molecular mechanisms and predictive markers of resistance. These analyses identified various DNA (single nucleotide variations, amplifications) and RNA variants (e.g., the splice variant AR-V7) of androgen receptor in association with resistance to abiraterone and enzalutamide therapies. Additionally, androgen receptor independent resistance mechanisms were also described. Some of these alterations can be detected in tumor tissues and/or in liquid biopsies of prostate cancer patients and therefore may serve as predictive biomarkers. According to the diversity of potential resistance mechanisms, it appears that a combination of markers representing various resistance mechanisms may provide better performance as single markers. In the present review, we summarize the most important androgen receptor dependent and independent resistance mechanisms and pay attention to methodological details. Recent data has highlighted that some of the resistance mechanisms to next-generation antiandrogen agents are associated with a better response to other therapies, we give an overview on currently ongoing clinical studies evaluating this promising aspect.
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Szarvas T, Csizmarik A, Váradi M, Fazekas T, Hüttl A, Nyirády P, Hadaschik B, Grünwald V, Tschirdewahn S, Shariat SF, Sevcenco S, Maj-Hes A, Kramer G. The prognostic value of serum MMP-7 levels in prostate cancer patients who received docetaxel, abiraterone, or enzalutamide therapy. Urol Oncol 2020; 39:296.e11-296.e19. [PMID: 33046366 DOI: 10.1016/j.urolonc.2020.09.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 09/06/2020] [Accepted: 09/12/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVES The rapidly changing treatment landscape in metastatic castration-resistant prostate cancer (mCRPC) calls for biomarkers to guide treatment decisions. We recently identified MMP-7 as a potential serum marker for the prediction of response and survival in mCRPC patients who received docetaxel (DOC) chemotherapy. Here, we aimed to test this finding in an independent patient cohort and in addition to explore the prognostic potential of serum MMP-7 in abiraterone (ABI) or enzalutamide (ENZA) treated patients. METHODS AND MATERIALS MMP-7 levels were measured in 836 serum samples from 320 mCRPC patients collected before and during DOC (n = 95), ABI (n = 140), or ENZA (n = 85) treatment by using the ELISA method. Results were correlated with clinical and follow-up data. RESULTS MMP-7 baseline levels were similar between the 3 treatment groups. In the ABI and ENZA cohorts, baseline MMP-7 levels were lower in patients with prior radical prostatectomy (P = 0.058 and P = 0.041, respectively). Baseline MMP-7 levels above the median were associated with shorter overall survival for the DOC (P = 0.001) and ENZA (P = 0.006) cohorts. Multivariable analyses in the DOC and ENZA cohorts revealed that high pretreatment MMP-7 level is an independent risk factor for patients' survival. In addition, in DOC-treated patients with high baseline MMP-7 level, marker decrease at the third DOC cycle was associated with improved survival. Patients with high baseline MMP-7 levels had better survival when treated with ABI compared to DOC or ENZA. CONCLUSIONS We confirmed the prognostic value of pretreatment MMP-7 serum level and its changes as independent predictors of survival in DOC-treated mCRPC patients. In addition, high MMP-7 was a negative predictor in ENZA-treated but not in ABI-treated patients. These results warrant further research to confirm the predictive value of serum MMP-7 and to explore the potential mechanistic involvement of MMP-7 in DOC and ENZA resistance of mCRPC patients.
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Affiliation(s)
- T Szarvas
- Department of Urology, Semmelweis University, Budapest, Hungary; Department of Urology, Faculty of Medicine, University of Duisburg-Essen, Essen, Germany.
| | - A Csizmarik
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - M Váradi
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - T Fazekas
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - A Hüttl
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - P Nyirády
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - B Hadaschik
- Department of Urology, Faculty of Medicine, University of Duisburg-Essen, Essen, Germany
| | - V Grünwald
- Department of Urology, Faculty of Medicine, University of Duisburg-Essen, Essen, Germany
| | - S Tschirdewahn
- Department of Urology, Faculty of Medicine, University of Duisburg-Essen, Essen, Germany
| | - S F Shariat
- Department of Urology, Comprehensive Cancer Centre, Medical University of Vienna, Vienna, Austria; Department of Urology, Weill Cornell Medical College, New York, NY; Department of Urology, University of Texas Southwestern, Dallas, TX; Department of Urology, Second Faculty of Medicine, Charles University, Prag, Czech Republic; Institute for Urology and Reproductive Health, I.M. Sechenov First Moscow State Medical University, Moscow, Russia; Division of Urology, Department of Special Surgery, Jordan University Hospital, The University of Jordan, Amman, Jordan
| | - S Sevcenco
- Department of Urology, Comprehensive Cancer Centre, Medical University of Vienna, Vienna, Austria
| | - A Maj-Hes
- Department of Urology, Comprehensive Cancer Centre, Medical University of Vienna, Vienna, Austria
| | - G Kramer
- Department of Urology, Comprehensive Cancer Centre, Medical University of Vienna, Vienna, Austria
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Balogh A, Reiniger L, Hetey S, Kiraly P, Toth E, Karaszi K, Juhasz K, Gelencser Z, Zvara A, Szilagyi A, Puskas LG, Matko J, Papp Z, Kovalszky I, Juhasz C, Than NG. Decreased Expression of ZNF554 in Gliomas is Associated with the Activation of Tumor Pathways and Shorter Patient Survival. Int J Mol Sci 2020; 21:E5762. [PMID: 32796700 PMCID: PMC7461028 DOI: 10.3390/ijms21165762] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/31/2020] [Accepted: 08/05/2020] [Indexed: 01/01/2023] Open
Abstract
Zinc finger protein 554 (ZNF554), a member of the Krüppel-associated box domain zinc finger protein subfamily, is predominantly expressed in the brain and placenta in humans. Recently, we unveiled that ZNF554 regulates trophoblast invasion during placentation and its decreased expression leads to the early pathogenesis of preeclampsia. Since ZNF proteins are immensely implicated in the development of several tumors including malignant tumors of the brain, here we explored the pathological role of ZNF554 in gliomas. We examined the expression of ZNF554 at mRNA and protein levels in normal brain and gliomas, and then we searched for genome-wide transcriptomic changes in U87 glioblastoma cells transiently overexpressing ZNF554. Immunohistochemistry of brain tissues in our cohort (n = 62) and analysis of large TCGA RNA-Seq data (n = 687) of control, oligodendroglioma, and astrocytoma tissues both revealed decreased expression of ZNF554 towards higher glioma grades. Furthermore, low ZNF554 expression was associated with shorter survival of grade III and IV astrocytoma patients. Overexpression of ZNF554 in U87 cells resulted in differential expression, mostly downregulation of 899 genes. The "PI3K-Akt signaling pathway", known to be activated during glioma development, was the most impacted among 116 dysregulated pathways. Most affected pathways were cancer-related and/or immune-related. Congruently, cell proliferation was decreased and cell cycle was arrested in ZNF554-transfected glioma cells. These data collectively suggest that ZNF554 is a potential tumor suppressor and its decreased expression may lead to the loss of oncogene suppression, activation of tumor pathways, and shorter survival of patients with malignant glioma.
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Affiliation(s)
- Andrea Balogh
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
| | - Lilla Reiniger
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary; (L.R.); (I.K.)
| | - Szabolcs Hetey
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
| | - Peter Kiraly
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
| | - Eszter Toth
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
| | - Katalin Karaszi
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary; (L.R.); (I.K.)
| | - Kata Juhasz
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
| | - Zsolt Gelencser
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
| | - Agnes Zvara
- Laboratory of Functional Genomics, Department of Genetics, Biological Research Centre, H-6726 Szeged, Hungary; (A.Z.); (L.G.P.)
| | - Andras Szilagyi
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
| | - Laszlo G. Puskas
- Laboratory of Functional Genomics, Department of Genetics, Biological Research Centre, H-6726 Szeged, Hungary; (A.Z.); (L.G.P.)
| | - Janos Matko
- Department of Immunology, Eotvos Lorand University, H-1117 Budapest, Hungary;
| | - Zoltan Papp
- Maternity Private Clinic, H-1126 Budapest, Hungary;
- Department of Obstetrics and Gynecology, Semmelweis University, H-1088 Budapest, Hungary
| | - Ilona Kovalszky
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary; (L.R.); (I.K.)
| | - Csaba Juhasz
- Department of Pediatrics, Neurology, Neurosurgery, Wayne State University School of Medicine, Detroit, MI 48201, USA;
- Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA
| | - Nandor Gabor Than
- Systems Biology of Reproduction Research Group, Institute of Enzymology, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (A.B.); (S.H.); (P.K.); (E.T.); (K.K.); (K.J.); (Z.G.); (A.S.)
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary; (L.R.); (I.K.)
- Maternity Private Clinic, H-1126 Budapest, Hungary;
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Tamás F, Tibor S, Anita C, Boris H, Péter N. COVID-19 research: promising tracks leading to uro-oncology. Int Urol Nephrol 2020; 52:995-997. [PMID: 32394243 PMCID: PMC7211911 DOI: 10.1007/s11255-020-02490-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 04/30/2020] [Indexed: 12/24/2022]
Affiliation(s)
- Fazekas Tamás
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - Szarvas Tibor
- Department of Urology, Semmelweis University, Budapest, Hungary
- Department of Urology, Faculty of Medicine, University Duisburg-Essen, Essen, Germany
| | - Csizmarik Anita
- Department of Urology, Semmelweis University, Budapest, Hungary
| | - Hadaschik Boris
- Department of Urology, Faculty of Medicine, University Duisburg-Essen, Essen, Germany
| | - Nyirády Péter
- Department of Urology, Semmelweis University, Budapest, Hungary.
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