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Chatterjee D, Mou SI, Sultana T, Hosen MI, Faruk MO. Identification and validation of prognostic signature genes of bladder cancer by integrating methylation and transcriptomic analysis. Sci Rep 2024; 14:368. [PMID: 38172584 PMCID: PMC10764961 DOI: 10.1038/s41598-023-50740-x] [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: 11/05/2023] [Accepted: 12/24/2023] [Indexed: 01/05/2024] Open
Abstract
Being a frequent malignant tumor of the genitourinary system, Bladder Urothelial Carcinoma (BLCA) has a poor prognosis. This study focused on identifying and validating prognostic biomarkers utilizing methylation, transcriptomics, and clinical data from The Cancer Genome Atlas Bladder Urothelial Carcinoma (TCGA BLCA) cohort. The impact of altered differentially methylated hallmark pathway genes was subjected to clustering analysis to observe changes in the transcriptional landscape on BLCA patients and identify two subtypes of patients from the TCGA BLCA population where Subtype 2 was associated with the worst prognosis with a p-value of 0.00032. Differential expression and enrichment analysis showed that subtype 2 was enriched in immune-responsive and cancer-progressive pathways, whereas subtype 1 was enriched in biosynthetic pathways. Following, regression and network analyses revealed Epidermal Growth Factor Receptor (EGFR), Fos-related antigen 1 (FOSL1), Nuclear Factor Erythroid 2 (NFE2), ADP-ribosylation factor-like protein 4D (ARL4D), SH3 domain containing ring finger 2 (SH3RF2), and Cadherin 3 (CDH3) genes to be the most significant prognostic gene markers. These genes were used to construct a risk model that separated the BLCA patients into high and low-risk groups. The risk model was also validated in an external dataset by performing survival analysis between high and low-risk groups with a p-value < 0.001 and the result showed the high group was significantly associated with poor prognosis compared to the low group. Single-cell analyses revealed the elevated level of these genes in the tumor microenvironment and associated with immune response. High-grade patients also tend to have a high expression of these genes compared to low-grade patients. In conclusion, this research developed a six-gene signature that is pertinent to the prediction of overall survival (OS) and might contribute to the advancement of precision medicine in the management of bladder cancer.
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Affiliation(s)
- Dipankor Chatterjee
- Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Sadia Islam Mou
- Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Tamanna Sultana
- Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Md Ismail Hosen
- Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Md Omar Faruk
- Department of Biochemistry and Molecular Biology, University of Dhaka, Dhaka, 1000, Bangladesh.
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刘 欢, 彭 祥, 李 森, 苟 欣. [Risk modeling based on HER-2 related genes for bladder cancer survival prognosis assessment]. BEIJING DA XUE XUE BAO. YI XUE BAN = JOURNAL OF PEKING UNIVERSITY. HEALTH SCIENCES 2023; 55:793-801. [PMID: 37807731 PMCID: PMC10560892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Indexed: 10/10/2023]
Abstract
OBJECTIVE To investigate the correlation between the human epidermal growth factor receptor-2-related genes (HRGs) and survival prognosis of bladder cancer and to construct a predictive model for survival prognosis of bladder cancer patients based on HRGs. METHODS HRGs in bladder cancer were found by downloading bladder tumor tissue mRNA sequencing data and clinical data from the cancer genome atlas (TCGA), downloading HER-2 related genes from the molecular signatures database (MsigDB), and crossing the two databases. Further identifying HRGs associated with bladder cancer survival (P < 0.05) by using single and multi-factor Cox regression analysis and constructing HRGs risk score model (HRSM), the bladder cancer patients were categorized into high-risk and low-risk groups accor-ding to the median risk score. Survival analysis of the patients in high- and low-risk groups was conducted using R language and correlation of HRGs with clinical characteristics. A multi-factor Cox regression analysis was used to verify the independent factors affecting the prognosis of the patients with bladder cancer. The area under the curve (AUC) of the receiver operating characteristic curve (ROC) of HRSM was calculated, and a nomogram was constructed for survival prediction of the bladder cancer patients. Analysis of HRSM and patient immune cell infiltration correlation was made using the TIMER database. RESULTS A total of 13 HRGs associated with patient survival were identified in this study. Five genes (BTC, CDC37, EGF, PTPRR and EREG) were selected for HRSM by multi-factor Cox regression analysis. The 5-year survival rate of the bladder cancer patients in the high-risk group was significantly lower than that of the patients in the low-risk group. High expression of PTPRR was found to be significantly and negatively correlated with tumor grade and stage by clinical correlation analysis, while EREG was found to be the opposite; Increased expression of EGF was associated with high grade, however, the high expression ofCDC37showed the opposite result. And no significant correlation was found between BTC expression and clinical features. Correlation analysis of HRSM with immune cells revealed a positive correlation between risk score and infiltration of dendritic cells, CD8+T cells, CD4+T cells, neutrophils and macrophages. CONCLUSION HRGs have an important role in the prognosis of bladder cancer patients and may serve as new predictive biomarkers and potential targets for treatment.
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Affiliation(s)
- 欢锐 刘
- 重庆医科大学附属第一医院泌尿外科, 重庆 400016Department of Urology, The First Hospital of Chongqing Medical University, Chongqing 400016, China
| | - 祥 彭
- 重庆医科大学附属第一医院泌尿外科, 重庆 400016Department of Urology, The First Hospital of Chongqing Medical University, Chongqing 400016, China
- 分子肿瘤与表观遗传学重庆市重点实验室, 重庆 400016Chongqing Key Laboratory of Molecular Tumor and Epigenetics, Chongqing 400016, China
| | - 森林 李
- 重庆医科大学附属第一医院泌尿外科, 重庆 400016Department of Urology, The First Hospital of Chongqing Medical University, Chongqing 400016, China
| | - 欣 苟
- 重庆医科大学附属第一医院泌尿外科, 重庆 400016Department of Urology, The First Hospital of Chongqing Medical University, Chongqing 400016, China
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Budaya TN, Permatasari HK, Widodo N, Prawiro SR. The Evolution of Polyclonal Antibody from Specific Epitope 47kDA for Detection of Bladder Cancer. Asian Pac J Cancer Prev 2023; 24:3155-3164. [PMID: 37774067 PMCID: PMC10762744 DOI: 10.31557/apjcp.2023.24.9.3155] [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: 04/06/2023] [Accepted: 09/10/2023] [Indexed: 10/01/2023] Open
Abstract
OBJECTIVE This study will identify specific epitopes from the 47kDa protein as the basis for making polyclonal antibodies to increasing sensitivity and specificity of 47kDa protein as bladder cancer biomarkers. METHOD The 47kDa protein epitope prediction was carried out using the in-silico method. The epitope with the highest and the lowest value was immunized to the mice for four weeks and was harvested at the fifth weeks. The antibody was tested with the patient's urine using western blotting. Total of 186 participants including in this study. For the first stage (antibody confirmation test) test we have 18 participants, for the second stage (1st antibody diagnosis test) we have 72 participants and for the third stage (2nd antibody diagnosis test) we have 96 participants, consist of total 64 BC patients 48 of healthy individuals and 74 participants with the other diseases. RESULTS Some epitopes from the sequenced protein are candidates for immunization, in the chain 108'-136' (with lowest Bepipred score: 0.53) named as peptide1 and chain 42'-56' (with highest bepipred score: 0.58) named as peptide2. In western blotting test, both antibodies showed detection at 47kDa. When examined with western blot using urine from BC patients, urine from other cancer patients (prostate, kidney, ureter, rectal, breast), and healthy persons, both antibodies were found to only express 47kDa in urine from BC patients. The diagnostic tests showed high sensitivity (91.67%) and specificity (94.44%) inAb2 in predicting bladder cancer. CONCLUSSION The evolution of the polyclonal antibody made from specific epitopes is proven to express specifically on bladder cancer patients and have high sensitivity and specificity to diagnose bladder cancer.
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Affiliation(s)
- Taufiq Nur Budaya
- Doctoral Program in Medical Science, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.
- Urology Department, Faculty of Medicine, Universitas Brawijaya, Saiful Anwar Hospital, Malang, Indonesia.
| | - Happy Kurnia Permatasari
- Department of Biochemistry and Biomolecular, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.
| | - N Widodo
- Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Brawijaya, Malang, Indonesia.
| | - Sumarno Reto Prawiro
- Department of Clinical Microbiology, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.
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Awada H, Ali AH, Zeineddine MA, Nassereldine H, Abdul Sater Z, Mukherji D. The status of bladder cancer research worldwide, a bibliometric review and recommendations. Arab J Urol 2023; 21:1-9. [PMID: 36818373 PMCID: PMC9930794 DOI: 10.1080/2090598x.2022.2152237] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Background Healthcare system costs associated with bladder cancer treatment are among the highest of curable malignancies, and prognosis in advanced disease remains poor. This scoping review examines the worldwide status of bladder cancer research by systematically mapping publications, exploring research topics, support, gaps and limitations that need to be addressed. Methods We searched the Web of Science database for publications using controlled vocabulary. Results were limited between 2000-2020, and were included in our study based on pre-specified eligibility criteria. Data used for analysis included author's names, country of affiliation, language, journal, citations, and funding. Analysis was conducted using Biblioshiny R and SPSS. Research topics were identified according to sub-filters of title words and strings pre-determined by authors. Results 40,657 results were retrieved, of which 19,976 original articles and reviews met the pre-specified criteria. 92% of the publications originated from 20 countries and were included in the analysis. Trends show an increase across the world, most of which is due to increasing contributions from USA and China. An increase by 1000% in funded publications has been achieved. Studies focused on Surgery, Pathology, and Diagnosis, while Radiotherapy, Palliative care, quality of life and Epidemiology were the least described. Genetics had the most increase while being the most funded. GDP, incidence, prevalence and mortality were each significantly positively correlated with overall bladder cancer research output. Conclusion This review described the evolution of bladder cancer research. It also identified significant gaps and limitations that need to be highlighted as priority areas for research investment.
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Affiliation(s)
- Hussein Awada
- Faculty of Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Adel Hajj Ali
- Faculty of Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | | | - Hasan Nassereldine
- Faculty of Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Zahy Abdul Sater
- Global Health Institute, American University of Beirut, Beirut, Lebanon
| | - Deborah Mukherji
- Division of Hematology and Oncology, American University of Beirut Medical Center, Beirut, Lebanon,CONTACT Deborah Mukherji Division of Hematology and Oncology, American University of Beirut Medical Center, Beirut, Lebanon
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Sathiya V, Nagalakshmi K, Jeevamalar J, Anand Babu R, Karthi R, Acevedo-Duque Á, Lavanya R, Ramabalan S. Reshaping healthcare supply chain using chain-of-things technology and key lessons experienced from COVID-19 pandemic. SOCIO-ECONOMIC PLANNING SCIENCES 2023; 85:101510. [PMID: 36687377 PMCID: PMC9836993 DOI: 10.1016/j.seps.2023.101510] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 11/02/2022] [Accepted: 01/07/2023] [Indexed: 06/17/2023]
Abstract
The COVID-19 (Corona virus disease 2019) pandemic continues to slash through the entire humanity on the earth causing an international health crisis and financial uncertainty. The pandemic has formed a colossal disruption in supply chain networks. It has caused piling higher mortality in patients with comorbidities and generated a surging demand for critical care equipment, vaccines, pharmaceuticals, and cutting-edge technologies. Personal protective equipment, masks, ventilators, testing kits, and even commodities required for daily care have been scarce as lockdown and social distancing guidelines have kicked in. Amidst COVID-19, implementing and executing key processes of the healthcare supply chain (HSC) in a secured, trusted, effective, universally manageable, and the traceable way is perplexing owing to the fragile nature of the HSC, which is susceptible to redundant efforts and systemic risks that can lead to adverse impacts on consumer health and safety. Though the crisis shone a harsh light on the cracks and weaknesses of the HSC, it brings some significant insights into how HSC can be made more resilient and how healthcare industries figure out solutions to mitigate disruptions. While there are innumerable experiences learned from the disruption of this crisis, in this paper, five important areas to analyze the most vital and immediate HSC enhancements including building a resilient supply chain, thinking localization, implementing reliable reverse logistics, breaking down extant silos to achieve end-to-end visibility, and redesigning HSC using digitalization are emphasized. This work identifies important features related to CoT and HSC. Also, this study links these lessons to a potential solution through Chain of Things (CoT) technology. CoT technology provides a better way to monitor HSC products by integrating the Internet of Things (IoT) with blockchain networks. However, such an integrated solution should not only focus on the required features and aspects but also on the correlation among different features. The major objective of this study is to reveal the influence path of CoT on smart HSC development. Hence, this study exploits (i) fuzzy set theory to eliminate redundant and unrelated features; (ii) the Decision-Making and Experimental Evaluation Laboratory (DEMATEL) method to handle the intricate correlation among different features. This fuzzy-DEMATEL (F-DEMATEL) model attempts to direct CoT technology towards smart HSC by identifying the most influencing factors and investors are recommended to contribute to the development of application systems. This work also demonstrates how CoT can act a vital role in handling the HSC issues triggered by the pandemic now and in the post-COVID-19 world. Also, this work proposes different CoT design patterns for increasing opportunities in the HSC network and applied them as imperative solutions for major challenges related to traditional HSC networks.
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Affiliation(s)
- V Sathiya
- Department of Electronics and Communication Engineering, E.G.S. Pillay Engineering College, Nagapattinam, India
| | - K Nagalakshmi
- Department of Information Technology, E.G.S. Pillay Engineering College, Nagapattinam, India
| | - J Jeevamalar
- Department of Mechanical Engineering, E.G.S. Pillay Engineering College, Nagapattinam, India
| | - R Anand Babu
- Department of Information Technology, E.G.S. Pillay Engineering College, Nagapattinam, India
| | - R Karthi
- Department of Master of Business Applications, E.G.S. Pillay Engineering College, Nagapattinam, India
| | - Ángel Acevedo-Duque
- Faculty of Administration and Business Observatory of Public Policies, Universidad Autonoma de Chile, Chile
| | - R Lavanya
- Department of Information Technology, E.G.S. Pillay Engineering College, Nagapattinam, India
| | - S Ramabalan
- Department of Mechanical Engineering, E.G.S. Pillay Engineering College, Nagapattinam, India
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Elsalem L, Alfaqih MA, Al Bashir S, Halalsheh O, Basheer HA, Mhedat K, Khader Y, Pors K. Genetic variation in the ADIPOQ gene and serum adiponectin increase the risk of bladder cancer. J Appl Biomed 2022; 20:106-113. [DOI: 10.32725/jab.2022.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 07/25/2022] [Indexed: 12/24/2022] Open
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Baek SW, Mun JY, Jang IH, Yang GE, Jeong MS, Kim SK, Nam JK, Chu IS, Leem SH. YAP1 activation is associated with the progression and response to immunotherapy of non-muscle invasive bladder cancer. EBioMedicine 2022; 81:104092. [PMID: 35665684 PMCID: PMC9166372 DOI: 10.1016/j.ebiom.2022.104092] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 05/19/2022] [Accepted: 05/19/2022] [Indexed: 02/03/2023] Open
Abstract
Background Despite the availability of several treatments for non-muscle-invasive bladder cancer (NMIBC), many patients are still not responsive to treatments, and the disease progresses. A new prognostic classifier can differentiate between treatment response and progression, and it could be used as a very important tool in patient decision-making regarding treatment options. In this study, we focused on the activation of Yes-associated protein 1 (YAP1), which is known to play a pivotal role in tumour progression and serves as a factor contributing to the mechanism of resistance to various relevant therapeutic agents. We further evaluated its potential as a novel prognostic agent. Methods We identified YAP1-associated gene signatures based on UC3-siYAP1 cells (n=8) and NMIBC cohort (n=460). Cross-validation was performed using 5 independent bladder cancer patient cohorts (n=1006). We also experimentally validated the changes of gene expression levels representing each subgroup. Findings The 976-gene signature based on YAP1-activation redefined three subgroups and had the benefits of Bacillus Calmette-Guérin (BCG) treatment in patients with NMIBC (hazard ratio 3.32, 95% CI 1.29-8.56, p = 0.01). The integrated analysis revealed that YAP1 activation was associated with the characterization of patients with high-risk NMIBC and the response to immunotherapy. Interpretation This study suggests that YAP1 activation has an important prognostic effect on bladder cancer progression and might be useful in the selection of immunotherapy. Funding A funding list that contributed to this research can be found in the Acknowledgements section.
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Affiliation(s)
- Seung-Woo Baek
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Bioinformatics, KRIBB School of Bioscience, Korea University of Science and Technology, Daejeon 34113, Republic of Korea
| | - Jeong-Yeon Mun
- Department of Biomedical Sciences, Dong-A University, Busan 49315, Republic of Korea
| | - In-Hwan Jang
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Bioinformatics, KRIBB School of Bioscience, Korea University of Science and Technology, Daejeon 34113, Republic of Korea
| | - Gi-Eun Yang
- Department of Biomedical Sciences, Dong-A University, Busan 49315, Republic of Korea; Department of Health Sciences, The Graduated of Dong-A University, Busan 49315, Republic of Korea
| | - Mi-So Jeong
- Department of Biomedical Sciences, Dong-A University, Busan 49315, Republic of Korea
| | - Seon-Kyu Kim
- Department of Bioinformatics, KRIBB School of Bioscience, Korea University of Science and Technology, Daejeon 34113, Republic of Korea; Personalized Genomic Medicine Research Center, KRIBB, Daejeon 34141, Republic of Korea
| | - Jong-Kil Nam
- Department of Urology, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea
| | - In-Sun Chu
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Bioinformatics, KRIBB School of Bioscience, Korea University of Science and Technology, Daejeon 34113, Republic of Korea.
| | - Sun-Hee Leem
- Department of Biomedical Sciences, Dong-A University, Busan 49315, Republic of Korea; Department of Health Sciences, The Graduated of Dong-A University, Busan 49315, Republic of Korea.
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Isali I, McClellan P, Calaway A, Prunty M, Abbosh P, Mishra K, Ponsky L, Markt S, Psutka SP, Bukavina L. Gene network profiling in muscle-invasive bladder cancer: A systematic review and meta-analysis. Urol Oncol 2022; 40:197.e11-197.e23. [PMID: 35039218 PMCID: PMC10123538 DOI: 10.1016/j.urolonc.2021.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 10/17/2021] [Accepted: 11/02/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Determining meta-analysis of transcriptional profiling of muscle-invasive bladder cancer (MIBC) through Gene Expression Omnibus (GEO) datasets has not been investigated. This study aims to define gene expression profiles in MIBC and to identify potential candidate genes and pathways. OBJECTIVES To review and evaluate gene expression studies in MIBC through publicly available RNA sequencing (RNA-Seq) and microarray data in order to identify potential prognostic and therapeutic targets for MIBC. METHODS A systematic literature search of the Ovid MEDLINE, PubMed, and Wiley Cochrane Central Register of Controlled Trials databases was performed using the terms "gene," "gene expression," and "bladder cancer" January 1, 1990 through March 2021 focused on populations with MIBC. RESULTS In the final analysis, GEO datasets were included. Fixed effect model was employed in the meta-analysis. Gene networking connections and gene-set functional analyses of the identified genes as differentially expressed in MIBC were performed using ImaGEO and GeneMANIA software. A heatmap for the upregulated and downregulated genes was generated along with the correlated pathways. CONCLUSION A total of 9 genes were reported in this analysis. Six genes were reported as upregulated (ProTα, SPINT1, UBE2E1, RAB25, KPNB1, HDAC1) and 3 genes as downregulated (NUP188, IPO13, NUP124). Genes were found to be involved in "ubiquitin mediated proteolysis," "protein processing in endoplasmic reticulum," "transcriptional misregulation in cancer," and "RNA transport" pathways.
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Affiliation(s)
- Ilaha Isali
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH
| | - Phillip McClellan
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH
| | - Adam Calaway
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH; Case Comprehensive Cancer Center, Case Western Reserve School of Medicine, Cleveland, OH
| | - Megan Prunty
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH
| | - Phillip Abbosh
- Department of Urology, Fox Chase Cancer Center, Philadelphia, PA
| | - Kirtishri Mishra
- Department of Urology, Fox Chase Cancer Center, Philadelphia, PA
| | - Lee Ponsky
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH; Case Comprehensive Cancer Center, Case Western Reserve School of Medicine, Cleveland, OH
| | - Sarah Markt
- Department of Population and Quantitative Health Science, Case Western Reserve School of Medicine, Cleveland, OH
| | - Sarah P Psutka
- Department of Urology, University of Washington School of Medicine, Seattle, WA
| | - Laura Bukavina
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH; Case Comprehensive Cancer Center, Case Western Reserve School of Medicine, Cleveland, OH.
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El-Shal AS, Shalaby SM, Abouhashem SE, Elbary EHA, Azazy S, Rashad NM, Sarhan W. Urinary exosomal microRNA-96-5p and microRNA-183-5p expression as potential biomarkers of bladder cancer. Mol Biol Rep 2021; 48:4361-4371. [PMID: 34085193 DOI: 10.1007/s11033-021-06451-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 05/27/2021] [Indexed: 12/28/2022]
Abstract
Because of low sensitivity and specificity of the currently available urine biomarkers of bladder cancer (BC) detection and painful cystoscopy procedure. Our study aimed to evaluate expression of urinary exosomal miR-96-5p and miR-183-5p as probable non-invasive and accurate biomarkers for the diagnosis and follow up of BC. Using quantitative real-time polymerase chain reaction; expression of exosomal microRNA (miR)-96-5p and miR- 183-5p in the urine samples of 51 patients with BC, 21 patients with benign urinary bladder lesions and in 24 normal individuals as control group was done. Our study results showed higher expressions of both miR-96-5p and miR-183-5p in urine of BC patients in comparison with control group (P < 0.001 for each). Receiver operating characteristic curve (ROC) analysis showed that each microRNA had good sensitivity and specificity to differentiate BC from non-BC patients miR-96-5p 80.4% and 91.8% and miR-183-5p 78.4% and 81.6% respectively compared to cytology (37.3% and 100%). In addition, it was obvious that the sensitivity of combined miR-96-5p and miR-183-5p for the diagnosis of BC reached 88.2%% and specificity reached 87.8%, which were higher than each one alone. We also found that expression of miR-96-5p and miR-183-5p with high grade, and pathological stage was significantly increased. After surgery, collected urine samples showed significantly lower expression of miR-96-5p-: P < 0.001; and miR-183-5p: P = 0.002. In conclusion, urine miR-96-5p and miR-183-5p are promising tumor biomarkers of BC diagnosis; particularly, when they combined with each other or with urinary cytology.
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Affiliation(s)
- Amal S El-Shal
- Medical Biochemistry Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Sally M Shalaby
- Medical Biochemistry Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt.
| | - Safwat E Abouhashem
- Urology Departments, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Eman H Abd Elbary
- Pathology Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Samir Azazy
- Urology Department, Faculty of Medicine, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Nearmeen M Rashad
- Internal Medicine Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Walaa Sarhan
- Medical Biochemistry Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt
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E2F1 Promotes Progression of Bladder Cancer by Modulating RAD54L Involved in Homologous Recombination Repair. Int J Mol Sci 2020; 21:ijms21239025. [PMID: 33261027 PMCID: PMC7730422 DOI: 10.3390/ijms21239025] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 11/20/2020] [Accepted: 11/21/2020] [Indexed: 12/12/2022] Open
Abstract
DNA repair defects are important factors in cancer development. High DNA repair activity can affect cancer progression and chemoresistance. DNA double-strand breaks in cancer cells caused by anticancer agents can be restored by non-homologous end joining (NHEJ) and homologous recombination repair (HRR). Our previous study has identified E2F1 as a key gene in bladder cancer progression. In this study, DNA repair genes related to E2F1 were analyzed, and RAD54L involved in HRR was identified. In gene expression analysis of bladder cancer patients, the survival of patients with high RAD54L expression was shorter with cancer progression than in patients with low RAD54L expression. This study also revealed that E2F1 directly binds to the promoter region of RAD54L and regulates the transcription of RAD54L related to the HRR pathway. This study also confirmed that DNA breaks are repaired by RAD54L induced by E2F1 in bladder cancer cells treated with MMC. In summary, RAD54L was identified as a new target directly regulated by E2F1. Our results suggest that, E2F1 and RAD54L could be used as diagnostic markers for bladder cancer progression and represent potential therapeutic targets.
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Evaluation of autofluorescence and photodynamic diagnosis in assessment of bladder lesions. Photodiagnosis Photodyn Ther 2020; 30:101719. [PMID: 32165336 DOI: 10.1016/j.pdpdt.2020.101719] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 02/16/2020] [Accepted: 03/06/2020] [Indexed: 12/24/2022]
Abstract
The ability to detect and diagnose bladder cancer early and precisely is crucial for effective treatment. The aim of this study is to assess the utility of optical biopsy performed with autofluorescence cystoscopy (AFC) using the Onco-LIFE system with numerical color values (NCVs) and by ALA/PDD. Histopathological examination of material obtained during TURBT and/or biopsy of the bladder was carried out in 251 patients. In the case of 35 patients, the selection of the specimen collected for histopathological examination was based using ALA/PDD. In the remaining 216 patients, tissue was collected based on the findings of AFC with NCV. Using AFC, the observed NCV ranged from 0 to 3.86; the highest mean NCV was observed in neoplastic muscle invasive lesions and was equal to 3.18. Furthermore, non-muscle invasive tumors were characterized by a mean NCV equal to 1.54. Tissue with inflammation, metaplasia, and healthy tissue demonstrated significantly lower mean NCV values. The presence of a muscle-invasive tumor increased the NCV by approximately 2.86 compared to healthy tissue. The rates of postoperative complications depend on the examining operator and are observed more often, as much as 65.7 % during ALA/PDD. AFC with NCV using the Onco-LIFE system, as well as ALA/PDD are helpful tools for early diagnosis of bladder precancerous and cancer lesions and for performing targeted biopsies. A significant correlation was found between lesion NCV index and the grade of dysplasia or tumor malignancy. Tissue with inflammation, metaplasia, and healthy tissue demonstrated significantly lower mean NCV values. AFE with NCV have a significantly higher sensitivity than specificity. Low rates of postoperative complications are correlated to the experience of the endoscopist and with AFE/NCV in comparison of ALA/PDD.
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Leveraging the Internet of Things and Blockchain Technology in Supply Chain Management. FUTURE INTERNET 2019. [DOI: 10.3390/fi11070161] [Citation(s) in RCA: 127] [Impact Index Per Article: 25.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Modern supply chains have evolved into highly complex value networks and turned into a vital source of competitive advantage. However, it has become increasingly challenging to verify the source of raw materials and maintain visibility of products and merchandise while they are moving through the value chain network. The application of the Internet of Things (IoT) can help companies to observe, track, and monitor products, activities, and processes within their respective value chain networks. Other applications of IoT include product monitoring to optimize operations in warehousing‚ manufacturing, and transportation. In combination with IoT, Blockchain technology can enable a broad range of different application scenarios to enhance value chain transparency and to increase B2B trust. When combined, IoT and Blockchain technology have the potential to increase the effectiveness and efficiency of modern supply chains. The contribution of this paper is twofold. First, we illustrate how the deployment of Blockchain technology in combination with IoT infrastructure can streamline and benefit modern supply chains and enhance value chain networks. Second, we derive six research propositions outlining how Blockchain technology can impact key features of the IoT (i.e., scalability, security, immutability and auditing, information flows, traceability and interoperability, quality) and thus lay the foundation for future research projects.
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Casado-Vara R, Corchado J. Distributed e-health wide-world accounting ledger via blockchain. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2019. [DOI: 10.3233/jifs-169949] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Roberto Casado-Vara
- BISITE Digital Innovation Hub, University of Salamanca. Edificio Multiusos I+D+i, 37007, Salamanca, Spain
| | - Juan Corchado
- BISITE Digital Innovation Hub, University of Salamanca. Edificio Multiusos I+D+i, 37007, Salamanca, Spain
- Department of Electronics, Information and Communication, Faculty of Engineering, Osaka Institute of Technology, Osaka 535-8585 Japan
- Pusat Komputeran dan Informatik, Universiti Malaysia Kelantan, Karung Berkunci 36, Pengkaan Chepa, Kota Bharu 16100, Kelantan, Malaysia
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Polyomavirus Replication and Smoking Are Independent Risk Factors for Bladder Cancer After Renal Transplantation. Transplantation 2017; 101:1488-1494. [PMID: 27232933 DOI: 10.1097/tp.0000000000001260] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Solid organ transplant recipients are at increased risk for developing malignancies. Polyomaviruses (PV) have been historically associated with experimental tumor development and recently described in association with renourinary malignancies in transplant patients. The aim of this study was to investigate the relationship between PV replication and smoking, and the development of malignant neoplasms in kidney transplant recipients. METHODS A retrospective case-control study was conducted for PV replication in all kidney biopsies and urine cytologies performed between 1998 and 2014 from kidney transplant recipients at the University of Maryland Medical Center. Polyomavirus-positive patients (n = 943) were defined as having any of the following: a kidney biopsy with PV associated nephropathy, any urine cytology demonstrating "decoy" cells, and/or significant polyomavirus BK viremia. Polyomavirus-negative matched patients (n = 943) were defined as lacking any evidence of PV replication. The incidence of malignancy (excluding nonmelanoma skin tumors) was determined in these 1886 patients and correlated with demographic data and history of smoking. RESULTS There was a 7.9% incidence of malignant tumors after a mean posttransplant follow-up of 7.9 ± 5.4 years. Among all cancer subtypes, only bladder carcinoma was significantly associated with PV replication. By multivariate analysis, only PV replication and smoking independently increased the risk of bladder cancer, relative risk, 11.7 (P = 0.0013) and 5.6 (P = 0.0053), respectively. CONCLUSIONS The findings in the current study indicate that kidney transplant recipients with PV replication and smoking are at particular risk to develop bladder carcinomas and support the need for long-term cancer surveillance in these patients.
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Abstract
BACKGROUND Bladder cancer (BC) is one of the most common forms of cancer world-wide. This underestimated disease can cause severe morbidity and mortality in individuals. Increasing awareness can be depicted by the increasing numbers of publications since the 1990s. Hence, it is challenging for a scientist to obtain an overview of the topic. To quantify the global research activity in this field, a scientometric investigation was conducted. MATERIAL AND METHODS Using the database Web of Science, the bibliometric data of publications on the topic of BC was acquired for the period 1900-2007. According to the NewQIS protocol, different visualization techniques and scientometric methods were applied. RESULTS A total of 19,651 publications were evaluated. The USA takes a leading position in terms of the overall number of publications, institutions, and collaborations. International collaboration on BC has changed considerably in terms of quantity during the past 20 years. The largest number of articles and the highest number of citations regarding BC are found in the Journal of Urology. Thus, it is considered the most prolific journal. Furthermore, the productivity (i. e., publication numbers) of authors and scientific impact (i. e., citation rates) vary greatly. CONCLUSION The field of BC continues to progress, whereby the influence of international co-operation on scientific progress is of increasing importance. New evaluation factors/tools have to be established for a more reliable evaluation of scientific work.
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Wang D, Feng JF, Yuan GY, Yang YH, Liu YS, Yang YW. Association between chromosomal aberration of exfoliated bladder cells in the urine and oxidative stress in patients with bladder transitional cell carcinoma. Oncol Lett 2017; 14:137-144. [PMID: 28693145 PMCID: PMC5494805 DOI: 10.3892/ol.2017.6128] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2015] [Accepted: 03/09/2017] [Indexed: 01/10/2023] Open
Abstract
The aim of the current study was to investigate the chromosomal aberrations of exfoliated bladder cells in the urine and blood oxidative stress in patients with bladder transitional cell carcinoma (BTCC). A total of 40 healthy controls and 246 patients with BTCC were recruited. Abnormal levels of CSP3, CSP7, CSP17 and GLPp16 were detected by fluorescence in situ hybridization (FISH) in exfoliated bladder cells in the urine of patients with BTCC. Serum total oxidant status (TOS), total antioxidant status (TAS) and oxidative stress index (OSI) were measured. Significant differences were observed in the abnormal CSP3, CSP7, CSP17, GLPp16 signals and FISH positive rate between patients with BTCC and healthy controls (P<0.001). Serum TOS, TAS and OSI were also significantly different between the two groups (P<0.001). The clinical stage of BTCC was not associated with abnormal CSP3, CSP7, CSP17, GLPp16 or FISH positive rate and oxidative stress (P>0.05). A Gamma rank correlation analysis revealed an association between the pathological grade of BTCC with abnormal CSP3, CSP7 and CSP17 as well as FISH positive rate (P<0.001). In addition, the clinical stage of BTCC was associated with serum TOS, TAS and OSI (P<0.001). Evaluation of the association between chromosomal aberrations and oxidative stress revealed that abnormal CSP3, CSP7 and CSP17 were positively associated with serum TOS and OSI (P<0.001), abnormal CSP7 and CSP17 were negatively associated with serum TAS (P<0.001), but abnormal GLPp16 was not associated with serum TOS, TAS or OSI (P>0.05). Therefore, the chromosomal aberrations of exfoliated bladder cells in the urine are associated with blood oxidative stress in patients with BTCC, and these factors may contribute to the occurrence and development of BTCC.
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Affiliation(s)
- Dong Wang
- Department of Oncology, Mianyang Central Hospital, Affiliated to Southwest Medical University, Mianyang, Sichuan 621000, P.R. China
| | - Jia-Fu Feng
- Department of Clinical Laboratory, Mianyang Central Hospital, Affiliated to Southwest Medical University, Mianyang, Sichuan 621000, P.R. China
| | - Guang-Ya Yuan
- Department of Urology, Mianyang Central Hospital, Affiliated to Southwest Medical University, Mianyang, Sichuan 621000, P.R. China
| | - Yong-Hong Yang
- Department of Pathology, Mianyang Central Hospital, Affiliated to Southwest Medical University, Mianyang, Sichuan 621000, P.R. China
| | - Yun-Shuang Liu
- Department of Clinical Laboratory, Mianyang Central Hospital, Affiliated to Southwest Medical University, Mianyang, Sichuan 621000, P.R. China
| | - Yu-Wei Yang
- Department of Clinical Laboratory, Mianyang Central Hospital, Affiliated to Southwest Medical University, Mianyang, Sichuan 621000, P.R. China
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Shin SS, Song JH, Hwang B, Noh DH, Park SL, Kim WT, Park SS, Kim WJ, Moon SK. HSPA6 augments garlic extract-induced inhibition of proliferation, migration, and invasion of bladder cancer EJ cells; Implication for cell cycle dysregulation, signaling pathway alteration, and transcription factor-associated MMP-9 regulation. PLoS One 2017; 12:e0171860. [PMID: 28187175 PMCID: PMC5302316 DOI: 10.1371/journal.pone.0171860] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Accepted: 01/26/2017] [Indexed: 12/02/2022] Open
Abstract
Although recent studies have demonstrated the anti-tumor effects of garlic extract (GE), the exact molecular mechanism is still unclear. In this study, we investigated the molecular mechanism associated with the inhibitory action of GE against bladder cancer EJ cell responses. Treatment with GE significantly inhibited proliferation of EJ cells dose-dependently through G2/M-phase cell cycle arrest. This G2/M-phase cell cycle arrest by GE was due to the activation of ATM and CHK2, which appears to inhibit phosphorylation of Cdc25C (Ser216) and Cdc2 (Thr14/Tyr15), this in turn was accompanied by down-regulation of cyclin B1 and up-regulation of p21WAF1. Furthermore, GE treatment was also found to induce phosphorylation of MAPK (ERK1/2, p38MAPK, and JNK) and AKT. In addition, GE impeded the migration and invasion of EJ cells via inhibition of MMP-9 expression followed by decreased binding activities of AP-1, Sp-1, and NF-κB motifs. Based on microarray datasets, we selected Heat shock protein A6 (HSPA6) as the most up-regulated gene responsible for the inhibitory effects of GE. Interestingly, overexpression of HSPA6 gene resulted in an augmentation effect with GE inhibiting proliferation, migration, and invasion of EJ cells. The augmentation effect of HSPA6 was verified by enhancing the induction of G2/M-phase-mediated ATM-CHK2-Cdc25C-p21WAF1-Cdc2 cascade, phosphorylation of MAPK and AKT signaling, and suppression of transcription factor-associated MMP-9 regulation in response to GE in EJ cells. Overall, our novel results indicate that HSPA6 reinforces the GE-mediated inhibitory effects of proliferation, migration, and invasion of EJ cells and may provide a new approach for therapeutic treatment of malignancies.
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Affiliation(s)
- Seung-Shick Shin
- Department of Food Science and Nutrition, Jeju National University, Jeju, South Korea
| | - Jun-Hui Song
- Department of Food and Nutrition, Chung-Ang University, Anseong, South Korea
| | - Byungdoo Hwang
- Department of Food and Nutrition, Chung-Ang University, Anseong, South Korea
| | - Dae-Hwa Noh
- Department of Food and Nutrition, Chung-Ang University, Anseong, South Korea
| | - Sung Lyea Park
- Department of Food and Nutrition, Chung-Ang University, Anseong, South Korea
| | - Won Tae Kim
- Department of Urology, Chungbuk National University, Cheongju, Chungbuk, South Korea
| | - Sung-Soo Park
- Department of Food Science and Nutrition, Jeju National University, Jeju, South Korea
| | - Wun-Jae Kim
- Department of Urology, Chungbuk National University, Cheongju, Chungbuk, South Korea
| | - Sung-Kwon Moon
- Department of Food and Nutrition, Chung-Ang University, Anseong, South Korea
- * E-mail:
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Joshi M, Millis SZ, Arguello D, Holder SL, Lamm D, Reddy S, Belani C, Drabick JJ, Vogelzang NJ. Molecular Characterization of Bladder Cancer in Smokers versus Nonsmokers. Eur Urol Focus 2016; 4:94-97. [PMID: 28753770 DOI: 10.1016/j.euf.2016.06.011] [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: 12/14/2015] [Revised: 05/25/2016] [Accepted: 06/11/2016] [Indexed: 10/21/2022]
Abstract
Smoking is considered an important risk factor for bladder cancer (BC), yet molecular characterization of BC in nonsmokers has not been extensively studied. Here, we compare molecular differences between smokers and nonsmokers with BC. BC specimens (676) profiled at a Clinical Laboratory Improvement Amendments-certified laboratory from 2006 to 2014 were retrospectively evaluated for molecular differences between smokers and nonsmokers. Protein expression was determined with immunohistochemistry. In situ hybridization was used for ERBB2 (HER2/neu) and EGFR evaluation. Genes were evaluated using Sanger or next-generation sequencing. Thirty patients were confirmed lifetime nonsmokers (NS) and 39 were reformed or current smokers (RCS). There was a trend for increased PIK3CA mutations in NS versus RCS (43% vs 11%, p=0.1760), whereas TP53 alterations were higher in RCS versus NS (63% vs 53%, p=0.6699). EGFR amplification was observed more in NS versus RCS (22% vs 11%, p=0.5815), while HER2 was amplified only in RCS (23% vs 0%, p=0.05). The molecular differences between RCS and NS with BC suggest a different oncogenesis with potentially different treatment options. PATIENT SUMMARY Bladder cancer patients with no history of smoking have different molecular characteristics than those with smoking history. We found that smokers tend to have higher incidence of HER2 amplification, whereas nonsmokers seemed to have higher PIK3CA mutation. This knowledge provides essential information, which can bear relevance to treatment options.
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Affiliation(s)
- Monika Joshi
- Division of Hematology-Oncology, Department of Medicine, Penn State Hershey Cancer Institute, Hershey, PA, USA.
| | | | | | - Sheldon L Holder
- Division of Hematology-Oncology, Department of Medicine, Penn State Hershey Cancer Institute, Hershey, PA, USA
| | | | | | - Chandra Belani
- Division of Hematology-Oncology, Department of Medicine, Penn State Hershey Cancer Institute, Hershey, PA, USA
| | - Joseph J Drabick
- Division of Hematology-Oncology, Department of Medicine, Penn State Hershey Cancer Institute, Hershey, PA, USA
| | - Nicholas J Vogelzang
- Department of Oncology, Comprehensive Cancer Centers of Nevada, Las Vegas, NV, USA
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Prabhu B, Sivakumar A, Sundaresan S. Diindolylmethane and Lupeol Modulates Apoptosis and Cell Proliferation in N-Butyl-N-(4-Hydroxybutyl) Nitrosamine Initiated and Dimethylarsinic Acid Promoted rat Bladder Carcinogenesis. Pathol Oncol Res 2016; 22:747-54. [PMID: 27091758 DOI: 10.1007/s12253-016-0054-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Accepted: 03/23/2016] [Indexed: 12/19/2022]
Abstract
Bladder cancer has been shown to resist programmed cell death with altered expression of both pro-apoptotic and anti-apoptotic proteins. To study is to investigate the apoptotic properties of Diindolylmethane (DIM) and Lupeol on N-Butyl-N-(4-hydroxybutyl) Nitrosamine (BBN) initiated and Dimethylarsinic Acid (DMA) promoted urinary bladder cancer. Sixty male Wistar rats were divided into 6 groups. Group I: Control. Group II: Rats were experimentally developed bladder carcinogenesis with BBN and DMA. Group III and IV: DIM and lupeol were administered after BBN treatment for 28 weeks. Group V and VI: DIM and lupeol alone treatment for 36 weeks. All the experimental rats were maintained and euthanized after 36 weeks protocol. Urinary bladder tissues were collected and processed for further investigations. Apoptotis and cell proliferative marker such as Bax, Bcl-2, caspase-3, caspase-9 and PCNA were quantified using immunohistochemical analysis. The Immunohistochemical expression of Bax, Bcl-2, caspase-3, caspase-9 and PCNA were aberrant in BBN + DMA treated tumor group. Administration of DIM and lupeol inhibited the progression of bladder cancer, induced the expression of apoptotic Bax, caspase-3, caspase-9 and inhibited the expression of anti-apoptotic Bcl-2, PCNA in the urinary bladder of rats. Administration of diindolylmethane and lupeol treatment induces apoptosis and cellular proliferation by its anti-carcinogenic properties. From our results DIM and lupeol would be the agent or adjunct for the treatment of bladder carcinogenesis.
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Affiliation(s)
- Bhoopathy Prabhu
- Department of Medical Research, SRM Medical College Hospital Research Centre, SRM University, Kattankulathur, 603203, Kanchipuram District, Tamilnadu, India
| | - Annamalai Sivakumar
- Department of Medical Research, SRM Medical College Hospital Research Centre, SRM University, Kattankulathur, 603203, Kanchipuram District, Tamilnadu, India
| | - Sivapatham Sundaresan
- Department of Medical Research, SRM Medical College Hospital Research Centre, SRM University, Kattankulathur, 603203, Kanchipuram District, Tamilnadu, India.
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