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Li T, Jiang N, Bai Y, Liu T, Zhao Z, Xu X, Zhang Y, Wei F, Sun R, Liu S, Li J, Guo H, Yang R. Prediction of immune infiltration and prognosis for patients with urothelial bladder cancer based on the DNA damage repair-related genes signature. Heliyon 2023; 9:e13661. [PMID: 36873527 PMCID: PMC9976330 DOI: 10.1016/j.heliyon.2023.e13661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 01/30/2023] [Accepted: 02/07/2023] [Indexed: 02/15/2023] Open
Abstract
Objectives To analyze the correlations between the expression and effect of DNA damage repair genes and the immune status and clinical outcomes of urothelial bladder cancer (BLCA) patients. In addition, we evaluate the efficacy and value of utilizing the DNA damage repair genes signature as a prognosis model for BLCA. Methods Two subtype groups (C1 and C2) were produced based on the varied expression of DNA damage repair genes. Significantly differentiated genes and predicted enriched gene pathways were obtained between the two subtypes. Seven key genes were obtained from the DNA damage repair-related genes and a 7-gene signature prognosis model was established based on the key genes. The efficacy and accuracy of this model in prognosis prediction was evaluated and verified in two independent databases. Also, the difference in biological functions, drug sensitivity, immune infiltration and affinity between the high-risk group and low-risk group was analyzed. Results The DNA damage repair gene signature could significantly differentiate the BLCA into two molecular subgroups with varied genetic expression and enriched gene pathways. Seven key genes were screened out from the 232 candidate genes for prognosis prediction and a 7-gene signature prognosis model was established based on them. Two independent patient cohorts (TCGA cohort and GEO cohort) were utilized to validate the efficacy of the prognosis model, which demonstrated an effective capability to differentiate and predict the overall survival of BLCA patients. Also, the high-risk group and low-risk group derived from the 7-gene model exhibited significantly differences in drug sensitivity, immune infiltration status and biological pathways enrichment. Conclusions Our established 7-gene signature model based on the DNA damage repair genes could serve as a novel prognosis predictive tool for BLCA. The differentiation of BLCA patients based on the 7-gene signature model may be of great value for the appropriate selection of specific chemotherapy agents and immune-checkpoint blockade therapy administration.
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Affiliation(s)
- Tianhang Li
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Ning Jiang
- Nanjing Drum Tower Hospital Clinical College of Jiangsu University, Nanjing, China
| | - Yuhao Bai
- Nanjing Drum Tower Hospital Clinical College of Jiangsu University, Nanjing, China
| | - Tianyao Liu
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Zihan Zhao
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Xinyan Xu
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Yulin Zhang
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Fayun Wei
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Rui Sun
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Siyang Liu
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Jiazheng Li
- Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Hongqian Guo
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
| | - Rong Yang
- Department of Urology, Affiliated Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, China
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Meta-analysis reveals no significant association between ERCC6 polymorphisms and bladder cancer risk. Int J Biol Markers 2017; 32:e113-e117. [PMID: 27791261 DOI: 10.5301/jbm.5000236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2016] [Indexed: 11/20/2022]
Abstract
BACKGROUND Numerous studies have been conducted to evaluate the association between excision repair cross-complementing group 6 (ERCC6) gene polymorphisms and bladder cancer risk, but their findings have been inconsistent. Here we performed a meta-analysis to attempt to clarify this association. METHODS Studies were retrieved from the PubMed and China National Knowledge Infrastructure databases up to October 1, 2015, with strict selection and exclusion criteria. A total of 5,032 samples, comprising samples from 2,475 bladder cancer patients and 2,557 controls from 5 studies, were included in the meta-analysis. The odds ratio (OR) with 95% confidence interval (CI) was used to evaluate the strength of the associations. RESULTS Regarding the Met1097Val polymorphism, no significant association with bladder cancer risk was found in any of the genetic models evaluated (Val vs. Met: OR = 1.10, 95% CI, 0.97-1.25; Val/Val vs. Met/Met: OR = 1.23, 95% CI, 0.86-1.75; Val/Val + Val/Met vs. Met/Met: OR = 1.12, 95% CI, 0.96-1.30; Val/Val vs. Met/Met + Val/Met: OR = 0.81, 95% CI, 0.57-1.14). Similarly, as regards the Arg1230Pro polymorphism, we also found no positive results. CONCLUSIONS According to the results of our meta-analysis, there is no evidence of a link between the ERCC6 gene polymorphisms and bladder cancer risk. Well-designed further studies, with larger sample sizes and adjustment for confounders such as smoking status, are needed to confirm these conclusions.
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Abstract
Urinary bladder cancer is a heterogeneous disease with diverse genetic and environmental risk factors that can influence disease risk or clinical course for recurrence, progression, and survival. Therefore, identification of these factors is paramount for disease prevention and optimal clinical management of bladder cancer patients. Of particular interest is the need to identify molecular biomarkers that can give accurate assessment of tumor biological potential and to predict treatment response. Recent advances in molecular biology, cytogenetic, and genomic research have spurred discovery efforts for novel genetic, epigenetic, and proteomic biomarkers that are prognostic for cancer. This review focuses on some of the important germ line polymorphisms found to be correlated with clinical outcomes in bladder cancer. So far, most of the identified candidate loci were based on prior knowledge of pathogenesis and had not been validated for clinical applications. The future challenges are to analyze the wealth of information from whole-genome studies, to understand the underlying biological mechanisms of these associations, the network of gene-gene and gene-environment interactions, and to apply these markers for the identification of high-risk population for targeted, personalized therapy.
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XPD Asp312Asn polymorphism is a risk factor for prostate cancer. J Cancer Res Clin Oncol 2012; 138:1689-95. [PMID: 22644997 DOI: 10.1007/s00432-012-1246-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Accepted: 05/11/2012] [Indexed: 10/28/2022]
Abstract
PURPOSE The association between Asp312Asn and Lys751Gln polymorphisms of Xeroderma pigmentosum Group D (XPD) and prostate cancer risk are still inconclusive. For better understanding of the effects of these two polymorphisms on prostate cancer risk, a meta-analysis was performed. METHODS An extensive search was performed to identify all case-control studies investigating such association. The strength of association between these two polymorphisms and prostate cancer risk was assessed by odds ratio (OR) with the corresponding 95 % confidence interval (95 % CI). RESULTS A total of seven case-control studies were identified, among which five studies (1,257 cases and 1,956 controls) were eligible for Asp312Asn polymorphism and six studies (1,451 cases and 2,375 controls) were eligible for Lys751Gln polymorphism. Asp312Asn polymorphism was associated with an increased risk of prostate cancer in additive and recessive genetic models (additive model: OR = 1.68, 95 % CI = 1.28-2.22, P = 0.00; recessive model: OR = 1.65, 95 % CI = 1.27-2.15, P = 0.00). In the subgroup analysis, Asp312Asn polymorphism was associated with an increased risk of prostate cancer among Asians in all three genetic models (additive model: OR = 2.09, 95 % CI = 1.39-3.14, P = 0.00; dominant model: OR = 1.49, 95 % CI = 1.12-1.98, P = 0.01; recessive model: OR = 1.93, 95 % CI = 1.31-2.83, P = 0.00). However, no significant associations were found between Lys751Gln polymorphism and prostate cancer risk in the overall analyses or the subgroup analyses by ethnicity. CONCLUSIONS The results of this meta-analysis indicate that the XPD Asp312Asn polymorphism is a risk factor for prostate cancer development.
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Teo MT, Landi D, Taylor CF, Elliott F, Vaslin L, Cox DG, Hall J, Landi S, Bishop D, Kiltie AE. The role of microRNA-binding site polymorphisms in DNA repair genes as risk factors for bladder cancer and breast cancer and their impact on radiotherapy outcomes. Carcinogenesis 2012; 33:581-6. [PMID: 22166496 PMCID: PMC3291859 DOI: 10.1093/carcin/bgr300] [Citation(s) in RCA: 90] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2011] [Revised: 11/18/2011] [Accepted: 12/07/2011] [Indexed: 12/11/2022] Open
Abstract
MicroRNAs (miRNAs) are involved in post-transcriptional regulation of gene expression through binding to messenger RNAs (mRNA) thereby promoting mRNA degradation or altered translation. A single-nucleotide polymorphism (SNP) located within a miRNA-binding site could thus alter mRNA translation and influence cancer risk and treatment response. The common SNPs located within the 3'-untranslated regions of 20 DNA repair genes were analysed for putative miRNA-binding sites using bioinformatics algorithms, calculating the difference in Gibbs free binding energy (ΔΔG) for each wild-type versus variant allele. Seven SNPs were selected to be genotyped in germ line DNAs both from a bladder cancer case-control series (752 cases and 704 controls) and 202 muscle-invasive bladder cancer radiotherapy cases. The PARP-1 SNP rs8679 was also genotyped in a breast cancer case-control series (257 cases and 512 controls). Without adjustment for multiple testing, multivariate analysis demonstrated an association with increased bladder cancer risk with PARP1 rs8679 (P(trend) = 0.05) while variant homozygotes of PARP1 rs8679 were also noted to have an increased breast cancer risk (P = 0.03). In the radiotherapy cases, carriers of the RAD51 rs7180135 minor allele had improved cancer-specific survival (hazard ratio 0.52, 95% confidence interval 0.31-0.87, P = 0.01). This is the first report of associations between DNA repair gene miRNA-binding site SNPs with bladder and breast cancer risk and radiotherapy outcomes. If validated, these findings may give further insight into the biology of bladder carcinogenesis, allow testing of the RAD51 SNP as a potential predictive biomarker and also reveal potential targets for new cancer treatments.
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Affiliation(s)
| | - Debora Landi
- Dipartimento di Biologia, University of Pisa, Pisa 56126, Italy
| | | | | | - Laurence Vaslin
- INSERM U612, Orsay 91405, France
- Institut Curie, Orsay 91405, France
| | - David G. Cox
- Lyon Cancer Research Centre, INSERM U1052, Lyon 69008, France
| | - Janet Hall
- INSERM U612, Orsay 91405, France
- Institut Curie, Orsay 91405, France
| | - Stefano Landi
- Dipartimento di Biologia, University of Pisa, Pisa 56126, Italy
| | | | - Anne E. Kiltie
- Department of Oncology, Gray Institute for Radiation Oncology and Biology, University of Oxford, Oxford OX3 7DU, UK
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Abstract
Alkylating agents constitute a major class of frontline chemotherapeutic drugs that inflict cytotoxic DNA damage as their main mode of action, in addition to collateral mutagenic damage. Numerous cellular pathways, including direct DNA damage reversal, base excision repair (BER) and mismatch repair (MMR), respond to alkylation damage to defend against alkylation-induced cell death or mutation. However, maintaining a proper balance of activity both within and between these pathways is crucial for a favourable response of an organism to alkylating agents. Furthermore, the response of an individual to alkylating agents can vary considerably from tissue to tissue and from person to person, pointing to genetic and epigenetic mechanisms that modulate alkylating agent toxicity.
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Affiliation(s)
- Dragony Fu
- Departments of Biological Engineering and Biology, Center for Environmental Health Sciences, David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
| | - Jennifer A. Calvo
- Departments of Biological Engineering and Biology, Center for Environmental Health Sciences, David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
| | - Leona D Samson
- Departments of Biological Engineering and Biology, Center for Environmental Health Sciences, David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
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Xing J, Dinney CP, Shete S, Huang M, Hildebrandt MA, Chen Z, Gu J. Comprehensive pathway-based interrogation of genetic variations in the nucleotide excision DNA repair pathway and risk of bladder cancer. Cancer 2011; 118:205-15. [PMID: 21692063 DOI: 10.1002/cncr.26224] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2010] [Revised: 01/26/2011] [Accepted: 04/04/2011] [Indexed: 11/08/2022]
Abstract
BACKGROUND Growing evidence suggests that single nucleotide polymorphisms (SNPs) in nucleotide excision repair (NER) pathway genes play an important role in bladder cancer etiology. However, only a limited number of genes and variations in this pathway have been evaluated to date. METHODS In this study, the authors applied a comprehensive pathway-based approach to assess the effects of 207 tagging and potentially functional SNPs in 26 NER genes on bladder cancer risk using a large case-control study that included 803 bladder cancer cases and 803 controls. RESULTS In total, 17 SNPs were associated significantly with altered bladder cancer risk (P < .05), of which, 7 SNPs retained noteworthiness after they were assessed with a Bayesian approach for the probability of false discovery. The most noteworthy SNP was reference SNP 11132186 (rs11132186) in the inhibitor of growth family, member 2 (ING2) gene. Compared with the major allele-containing genotypes, the odds ratio was 0.52 (95% confidence interval, 0.32-0.83; P = .005) for the homozygous variant genotype. Three additional ING2 variants also exhibited significant associations with bladder cancer risk. Significant gene-smoking interactions were observed for 3 of the top 17 SNPs. Furthermore, through an exploratory classification and regression tree (CART) analysis, potential gene-gene interactions were identified. CONCLUSIONS In this a large association study of the NER pathway and the risk of bladder cancer, several novel predisposition variants were identified along with potential gene-gene and gene-environment interactions in modulating bladder cancer risk. The results reinforce the importance of a comprehensive, pathway-focused, and tagging SNP-based candidate gene approach to identify low-penetrance cancer susceptibility loci.
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Affiliation(s)
- Jinliang Xing
- State Key Laboratory of Cancer Biology, Cell Engineering Research Center and Department of Cell Biology, Fourth Military Medical University, Xi'an, People's Republic of China
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Kiltie AE. Common predisposition alleles for moderately common cancers: bladder cancer. Curr Opin Genet Dev 2010; 20:218-24. [PMID: 20153630 DOI: 10.1016/j.gde.2010.01.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2009] [Accepted: 01/20/2010] [Indexed: 11/30/2022]
Abstract
Bladder cancer is the 5th commonest cancer and two major risk factors are smoking and occupational chemical exposure. There is also evidence of a genetic component to its aetiology. Candidate gene studies have mostly focused on genes involved in adduct metabolism and DNA repair, including a recent consortium-based meta-analysis. Recently, two genome-wide association studies in bladder cancer have been published and a third is awaited with interest. These first two studies have identified three SNPs of genome-wide significance, two located within the 8q24 'gene desert'. These SNPs are positioned near or within loci of genes potentially implicated in cancer predisposition, namely MYC, TP63 and PSCA, although the functional significance of this is as yet unclear.
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Affiliation(s)
- Anne E Kiltie
- Gray Institute for Radiation Oncology and Biology, Old Road Campus Research Building, Headington, Oxford, United Kingdom.
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Chen G, Chan FL, Zhang X, Chan PSF. Identification of differently expressed genes in chemical carcinogen-induced rat bladder cancers. ACTA ACUST UNITED AC 2009; 29:220-6. [PMID: 19399409 DOI: 10.1007/s11596-009-0217-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2009] [Indexed: 12/21/2022]
Abstract
Possible altered gene expression patterns in bladder tumour carcinogenesis in rat bladder cancers induced by BBN [N-butyl-N-(4-hydroxybutyl)nitrosamine] was examined by cDNA microarray analysis of gene expression profiles. Thirty Sprague-Dawley rats were given drinking water containing 0.05% BBN ad libitum for 24 to 28 weeks. Equal numbers of control rats were given tap water without BBN. After treatment, the rat bladders were excised for RNA extraction and histopathological examinations. Total RNAs were extracted from rat transitional cell carcinoma (TCC) tissues and micro-dissected normal rat bladder epithelia. The atlas glass rat microarray was used, which included oligonucleotides of 1081 rat genes. Some of the up-regulated genes in rat bladder TCCs were further confirmed by Northern blotting. Our results showed that the transcriptions of 30 genes were significantly elevated in the rat bladder TCCs, and these included fly proto-oncogene, Lipocortin 2, COX IV, COX V a, and cathepsin D. Also, 15 genes were significantly down-regulated in the rat bladder TCCs and they included B7.1, TNFr1, APOA1 and VHL. The results of cDNA microarray analysis demonstrated that normal rat bladder epithelia and bladder TCC exhibited different and specific gene statement profiles. The increased expressions of the identified genes may play an important role in the chemically induced bladder carcinogenesis.
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Affiliation(s)
- Guangfu Chen
- Department of Urology, the General Hospital of the Chinese People's Liberation Army, Beijing, 100853, China.
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