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Guo Y, Yin J, Dai Y, Guan Y, Chen P, Chen Y, Huang C, Lu YJ, Zhang L, Song D. A Novel CpG Methylation Risk Indicator for Predicting Prognosis in Bladder Cancer. Front Cell Dev Biol 2021; 9:642650. [PMID: 34540821 PMCID: PMC8440888 DOI: 10.3389/fcell.2021.642650] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 08/05/2021] [Indexed: 01/15/2023] Open
Abstract
Purpose Bladder cancer (BLCA) is one of the most common cancers worldwide. In a large proportion of BLCA patients, disease recurs and/or progress after resection, which remains a major clinical issue in BLCA management. Therefore, it is vital to identify prognostic biomarkers for treatment stratification. We investigated the efficiency of CpG methylation for the potential to be a prognostic biomarker for patients with BLCA. Patients and Methods Overall, 357 BLCA patients from The Cancer Genome Atlas (TCGA) were randomly separated into the training and internal validation cohorts. Least absolute shrinkage and selector operation (LASSO) and support vector machine-recursive feature elimination (SVM-RFE) were used to select candidate CpGs and build the methylation risk score model, which was validated for its prognostic value in the validation cohort by Kaplan–Meier analysis. Hazard curves were generated to reveal the risk nodes throughout the follow-up. Gene Set Enrichment Analysis (GSEA) was used to reveal the potential biological pathways associated with the methylation model. Quantitative real-time polymerase chain reaction (PCR) and western blotting were performed to verify the expression level of the methylated genes. Results After incorporating the CpGs obtained by the two algorithms, CpG methylation of eight genes corresponding to TNFAIP8L3, KRTDAP, APC, ZC3H3, COL9A2, SLCO4A1, POU3F3, and ADARB2 were prominent candidate predictors in establishing a methylation risk score for BLCA (MRSB), which was used to divide the patients into high- and low-risk progression groups (p < 0.001). The effectiveness of the MRSB was validated in the internal cohort (p < 0.001). In the MRSB high-risk group, the hazard curve exhibited an initial wide, high peak within 10 months after treatment, whereas some gentle peaks around 2 years were noted. Furthermore, a nomogram comprising MRSB, age, sex, and tumor clinical stage was developed to predict the individual progression risk, and it performed well. Survival analysis implicated the effectiveness of MRSB, which remains significant in all the subgroup analysis based on the clinical features. A functional analysis of MRSB and the corresponding genes revealed potential pathways affecting tumor progression. Validation of quantitative real-time PCR and western blotting revealed that TNFAIP8L3 was upregulated in the BLCA tissues. Conclusion We developed the MRSB, an eight-gene-based methylation signature, which has great potential to be used to predict the post-surgery progression risk of BLCA.
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Affiliation(s)
- Yufeng Guo
- Department of Urology, The First Affiliated Hospital & Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Jianjian Yin
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yuanheng Dai
- Department of Urology, The First Affiliated Hospital & Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yudong Guan
- Department of Urology, The First Affiliated Hospital & Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Pinjin Chen
- Department of Urology, The First Affiliated Hospital & Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yongqiang Chen
- Department of Urology, The First Affiliated Hospital & Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Chenzheng Huang
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yong-Jie Lu
- Department of Urology, The First Affiliated Hospital & Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China.,Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Lirong Zhang
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Dongkui Song
- Department of Urology, The First Affiliated Hospital & Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
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Ritterson Lew C, Guin S, Theodorescu D. Targeting glycogen metabolism in bladder cancer. Nat Rev Urol 2015; 12:383-91. [PMID: 26032551 DOI: 10.1038/nrurol.2015.111] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Metabolism has been a heavily investigated topic in cancer research for the past decade. Although the role of aerobic glycolysis (the Warburg effect) in cancer has been extensively studied, abnormalities in other metabolic pathways are only just being understood in cancer. One such pathway is glycogen metabolism; its involvement in cancer development, particularly in urothelial malignancies, and possible ways of exploiting aberrations in this process for treatment are currently being studied. New research shows that the glycogen debranching enzyme amylo-α-1,6-glucosidase, 4-α-glucanotransferase (AGL) is a novel tumour suppressor in bladder cancer. Loss of AGL leads to rapid proliferation of bladder cancer cells. Another enzyme involved in glycogen debranching, glycogen phosphorylase, has been shown to be a tumour promoter in cancer, including in prostate cancer. Studies demonstrate that bladder cancer cells in which AGL expression is lost are more metabolically active than cells with intact AGL expression, and these cells are more sensitive to inhibition of both glycolysis and glycine synthesis--two targetable pathways. As a tumour promoter and enzyme, glycogen phosphorylase can be directly targeted, and preclinical inhibitor studies are promising. However, few of these glycogen phosphorylase inhibitors have been tested for cancer treatment in the clinical setting. Several possible limitations to the targeting of AGL and glycogen phosphorylase might also exist.
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Affiliation(s)
- Carolyn Ritterson Lew
- Department of Surgery (Urology), University of Colorado, 12700 East 19th Avenue, RC2/P15-6430D/MS-8609, Aurora, CO 80045, USA
| | - Sunny Guin
- Department of Surgery (Urology), University of Colorado, 12700 East 19th Avenue, RC2/P15-6430D/MS-8609, Aurora, CO 80045, USA
| | - Dan Theodorescu
- University of Colorado Comprehensive Cancer Center, MS F-434, 13001 East 17th Place, Aurora, CO 80045, USA
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Fan EW, Li CC, Wu WJ, Huang CN, Li WM, Ke HL, Yeh HC, Wu TF, Liang PI, Ma LJ, Li CF. FGF7 Over Expression is an Independent Prognosticator in Patients with Urothelial Carcinoma of the Upper Urinary Tract and Bladder. J Urol 2015; 194:223-9. [PMID: 25623741 DOI: 10.1016/j.juro.2015.01.073] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2015] [Indexed: 12/14/2022]
Abstract
PURPOSE Urothelial carcinoma of the bladder and upper tract is the most common tumor type in the urinary tract but its molecular pathogenesis and survival determinants remain obscure. By data mining a published transcriptomic database of bladder urothelial carcinoma (GSE31684) we identified FGF7 as the most significant gene up-regulated during urothelial carcinoma progression. We then used our well characterized urothelial carcinoma cohort to analyze FGF7 transcript and protein expression, and its clinicopathological significance. MATERIALS AND METHODS We performed real-time reverse transcriptase-polymerase chain reaction assay to determine the FGF7 transcript level in 30 fresh samples each of upper tract and bladder urothelial carcinoma. Immunohistochemistry evaluated by H-score was used to determine FGF7 protein expression in 340 upper tract and 295 bladder urothelial carcinomas. Transcript and protein expression were correlated with clinicopathological features. We further evaluated the prognostic significance of FGF7 protein expression for disease specific and metastasis-free survival. RESULTS An increased FGF7 transcript level was associated with higher pT stage in upper tract and bladder urothelial carcinoma (p = 0.003 and <0.001, respectively). In the upper tract and bladder carcinoma groups FGF7 protein over expression was also significantly associated with advanced pT status (each p <0.001), lymph node metastasis (p = 0.002 and <0.001), high histological grade (p = 0.019 and <0.001), vascular invasion (each p <0.001), perineural invasion (p = 0.002 and 0.021) and frequent mitoses (p = 0.002 and 0.042, respectively). FGF7 over expression predicted dismal disease specific and metastasis-free survival on univariate and multivariate analysis. CONCLUSIONS Our study shows that FGF7 over expression is associated with advanced clinical features in patients with upper tract and bladder urothelial carcinoma, justifying its potential prognostic value for urothelial carcinoma.
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Affiliation(s)
- Eric W Fan
- Division of Urology, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan, Republic of China
| | - Ching-Chia Li
- Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan, Republic of China
| | - Wen-Jeng Wu
- Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China
| | - Chun-Nung Huang
- Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China
| | - Wei-Ming Li
- Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Pingtung Hospital, Ministry of Health and Welfare, Executive Yuan, Pingtung, Taiwan, Republic of China
| | - Hung-Lung Ke
- Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China
| | - Hsin-Chih Yeh
- Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China; Department of Urology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan, Republic of China
| | - Ting-Feng Wu
- Department of Biotechnology, Southern Taiwan University of Science and Technology, Tainan, Taiwan, Republic of China
| | - Peir-In Liang
- Department of Pathology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China
| | - Li-Jung Ma
- Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan, Republic of China.
| | - Chien-Feng Li
- Department of Pathology, Chi Mei Medical Center, Tainan, Taiwan, Republic of China; National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan, Republic of China; Institute of Clinical Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China.
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Rossi L, Santoni M, Crabb SJ, Scarpi E, Burattini L, Chau C, Bianchi E, Savini A, Burgio SL, Conti A, Conteduca V, Cascinu S, De Giorgi U. High neutrophil-to-lymphocyte ratio persistent during first-line chemotherapy predicts poor clinical outcome in patients with advanced urothelial cancer. Ann Surg Oncol 2014; 22:1377-84. [PMID: 25234022 DOI: 10.1245/s10434-014-4097-4] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Indexed: 12/19/2022]
Abstract
BACKGROUND Increased neutrophil-to-lymphocyte ratio (NLR), an index of systemic inflammation, is associated with poor outcome for various types of cancers. We assessed the role on outcome prediction of NLR at baseline and persistent during first-line chemotherapy in patients with advanced urothelial cancer. METHODS We retrospectively reviewed 292 patients with unresectable or metastatic urothelial cancer treated with first-line chemotherapy between January 2003 and December 2012. The cutoff values of NLR (>3 vs. <3) were evaluated before therapy and at day 1 of the second and third cycle (follow-up NLR). After univariate analysis, a multivariate analysis was carried out by Cox regression model and included the following variables: Eastern Cooperative Oncology Group (ECOG) performance status (≥ 2 vs. 0-1), visceral disease (present vs. absent), hemoglobin (<12 g/dL vs. >12 g/dL), pretherapy NLR (>3 vs. <3), and follow-up NLR (>3 vs. ≤ 3). RESULTS Patients with pre- and follow-up NLR of >3 had a median progression-free survival of 3.2 months and a median overall survival of 5.7 months. In multivariate analysis, visceral metastases, pretherapy hemoglobin, and follow-up NLR were significant predictors of progression-free survival [hazard ratio (HR) 1.75, P = 0.0001; HR 1.57, P = 0.0015; HR 2.77, P < 0.0001, respectively], and of overall survival (HR 1.60, P = 0.0023; HR 1.59, P = 0.0024; HR 2.89, P < 0.0001, respectively); whereas pretherapy NLR remained as predictor of overall survival only (HR 1.53, P = 0.0101). CONCLUSIONS An increased NLR persistent during first-line chemotherapy is an independent predictive factor for patients with advanced urothelial cancer.
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Affiliation(s)
- Lorena Rossi
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST), IRCCS, Meldola, Italy
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Ye F, Wang L, Castillo-Martin M, McBride R, Galsky MD, Zhu J, Boffetta P, Zhang DY, Cordon-Cardo C. Biomarkers for bladder cancer management: present and future. AMERICAN JOURNAL OF CLINICAL AND EXPERIMENTAL UROLOGY 2014; 2:1-14. [PMID: 25374904 PMCID: PMC4219291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Accepted: 03/26/2014] [Indexed: 06/04/2023]
Abstract
Accurate and sensitive detection of bladder cancer is critical to diagnose this deadly disease at an early stage, estimate prognosis, predict response to treatment, and monitor recurrence. In past years, laboratory diagnosis and surveillance of urinary bladder cancer have improved significantly. Although urine cytology remains the gold standard test, many new urinary biomarkers have been identified. Furthermore, recent advances in genomic studies of bladder cancer have helped to refine our understanding of the pathogenesis of the disease, the biological basis for outcome disparities, and to inform more efficient treatment and surveillance strategies. In this article, the established diagnostic tests, newly identified biomarkers and genomic landscape of bladder cancer will be reviewed.
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Affiliation(s)
- Fei Ye
- Department of Pathology, Icahn School of Medicine at Mount SinaiNew York City, New York
| | - Li Wang
- Department of Genetics and Genomics, Icahn School of Medicine at Mount SinaiNew York City, New York
| | | | - Russell McBride
- Department of Pathology, Icahn School of Medicine at Mount SinaiNew York City, New York
- The Institute for Translational E pidemiology, Icahn School of Medicine at Mount SinaiNew York City, New York
| | - Matthew D Galsky
- Division of Oncology, Icahn School of Medicine at Mount SinaiNew York City, New York
| | - Jun Zhu
- Department of Genetics and Genomics, Icahn School of Medicine at Mount SinaiNew York City, New York
| | - Paolo Boffetta
- The Tisch Cancer Institute, Icahn School of Medicine at Mount SinaiNew York City, New York
| | - David Y Zhang
- Department of Pathology, Icahn School of Medicine at Mount SinaiNew York City, New York
| | - Carlos Cordon-Cardo
- Department of Pathology, Icahn School of Medicine at Mount SinaiNew York City, New York
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Lavery HJ, Stensland KD, Niegisch G, Albers P, Droller MJ. Pathological T0 Following Radical Cystectomy with or without Neoadjuvant Chemotherapy: A Useful Surrogate. J Urol 2014; 191:898-906. [DOI: 10.1016/j.juro.2013.10.142] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2013] [Indexed: 02/03/2023]
Affiliation(s)
- Hugh J. Lavery
- Departments of Urology, Mount Sinai Medical Center, New York, New York, and Dusseldorf University Hospital (GN, PA), Dusseldorf, Germany
| | - Kristian D. Stensland
- Departments of Urology, Mount Sinai Medical Center, New York, New York, and Dusseldorf University Hospital (GN, PA), Dusseldorf, Germany
| | - Guenter Niegisch
- Departments of Urology, Mount Sinai Medical Center, New York, New York, and Dusseldorf University Hospital (GN, PA), Dusseldorf, Germany
| | - Peter Albers
- Departments of Urology, Mount Sinai Medical Center, New York, New York, and Dusseldorf University Hospital (GN, PA), Dusseldorf, Germany
| | - Michael J. Droller
- Departments of Urology, Mount Sinai Medical Center, New York, New York, and Dusseldorf University Hospital (GN, PA), Dusseldorf, Germany
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