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Yang Z, Jin M, Zhang Z, Lu J, Hao K. Classification Based on Feature Extraction For Hepatocellular Carcinoma Diagnosis Using High-throughput Dna Methylation Sequencing Data. ACTA ACUST UNITED AC 2017. [DOI: 10.1016/j.procs.2017.03.130] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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102
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Clifford HW, Cassidy AP, Vaughn C, Tsai ES, Seres B, Patel N, O'Neill HL, Hewage E, Cassidy JW. Profiling lung adenocarcinoma by liquid biopsy: can one size fit all? Cancer Nanotechnol 2016; 7:10. [PMID: 27933110 PMCID: PMC5119837 DOI: 10.1186/s12645-016-0023-8] [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: 06/28/2016] [Accepted: 11/08/2016] [Indexed: 11/10/2022] Open
Abstract
Background Cancer is first and foremost a disease of the genome. Specific genetic signatures within a tumour are prognostic of disease outcome, reflect subclonal architecture and intratumour heterogeneity, inform treatment choices and predict the emergence of resistance to targeted therapies. Minimally invasive liquid biopsies can give temporal resolution to a tumour’s genetic profile and allow the monitoring of treatment response through levels of circulating tumour DNA (ctDNA). However, the detection of ctDNA in repeated liquid biopsies is currently limited by economic and time constraints associated with targeted sequencing. Methods Here we bioinformatically profile the mutational and copy number spectrum of The Cancer Genome Network’s lung adenocarcinoma dataset to uncover recurrently mutated genomic loci. Results We build a panel of 400 hotspot mutations and show that the coverage extends to more than 80% of the dataset at a median depth of 8 mutations per patient. Additionally, we uncover several novel single-nucleotide variants present in more than 5% of patients, often in genes not commonly associated with lung adenocarcinoma. Conclusion With further optimisation, this hotspot panel could allow molecular diagnostics laboratories to build curated primer banks for ‘off-the-shelf’ monitoring of ctDNA by droplet-based digital PCR or similar techniques, in a time- and cost-effective manner.
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Affiliation(s)
- Harry W Clifford
- OneTest Diagnostics, Cambridge Applied Research, Future Business Centre, Cambridge, UK.,St. Edmund Hall, University of Oxford, Queen's Lane, Oxford, UK
| | - Amy P Cassidy
- NHS Greater Glasgow and Clyde, University of Glasgow, Glasgow, UK
| | - Courtney Vaughn
- UNC School of Medicine, University of North Carolina, Chapel Hill, NC USA
| | - Evaline S Tsai
- OneTest Diagnostics, Cambridge Applied Research, Future Business Centre, Cambridge, UK.,Peterhouse, University of Cambridge, Trumpington Street, Cambridge, UK
| | - Bianka Seres
- Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Nirmesh Patel
- OneTest Diagnostics, Cambridge Applied Research, Future Business Centre, Cambridge, UK.,Division of Cancer Studies, King's Health Partners AHSC, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | | | - Emil Hewage
- OneTest Diagnostics, Cambridge Applied Research, Future Business Centre, Cambridge, UK
| | - John W Cassidy
- OneTest Diagnostics, Cambridge Applied Research, Future Business Centre, Cambridge, UK.,Queens' College, University of Cambridge, Silver Street, Cambridge, UK.,Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
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103
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The integration of epigenetics and genetics in nutrition research for CVD risk factors. Proc Nutr Soc 2016; 76:333-346. [DOI: 10.1017/s0029665116000823] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
There is increasing evidence documenting gene-by-environment (G × E) interactions for CVD related traits. However, the underlying mechanisms are still unclear. DNA methylation may represent one of such potential mechanisms. The objective of this review paper is to summarise the current evidence supporting the interplay among DNA methylation, genetic variants, and environmental factors, specifically (1) the association between SNP and DNA methylation; (2) the role that DNA methylation plays in G × E interactions. The current evidence supports the notion that genotype-dependent methylation may account, in part, for the mechanisms underlying observed G × E interactions in loci such asAPOE, IL6and ATP-binding cassette A1. However, these findings should be validated using intervention studies with high level of scientific evidence. The ultimate goal is to apply the knowledge and the technology generated by this research towards genetically based strategies for the development of personalised nutrition and medicine.
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104
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Rodrigues MFSD, Esteves CM, Xavier FCA, Nunes FD. Methylation status of homeobox genes in common human cancers. Genomics 2016; 108:185-193. [PMID: 27826049 DOI: 10.1016/j.ygeno.2016.11.001] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Revised: 09/27/2016] [Accepted: 11/01/2016] [Indexed: 02/06/2023]
Abstract
Approximately 300 homeobox loci were identified in the euchromatic regions of the human genome, of which 235 are probable functional genes and 65 are likely pseudogenes. Many of these genes play important roles in embryonic development and cell differentiation. Dysregulation of homeobox gene expression is a frequent occurrence in cancer. Accumulating evidence suggests that as genetics disorders, epigenetic modifications alter the expression of oncogenes and tumor suppressor genes driving tumorigenesis and perhaps play a more central role in the evolution and progression of this disease. Here, we described the current knowledge regarding homeobox gene DNA methylation in human cancer and describe its relevance in the diagnosis, therapeutic response and prognosis of different types of human cancers.
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Affiliation(s)
| | | | | | - Fabio Daumas Nunes
- Department of Oral Pathology, School of Dentistry, University of São Paulo, São Paulo, Brazil.
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105
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Su Y, Fang H, Jiang F. Integrating DNA methylation and microRNA biomarkers in sputum for lung cancer detection. Clin Epigenetics 2016; 8:109. [PMID: 27777637 PMCID: PMC5070138 DOI: 10.1186/s13148-016-0275-5] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 10/05/2016] [Indexed: 02/02/2023] Open
Abstract
Background Abnormal microRNA (miRNA) expressions and promoter methylation of genes detected in sputum may provide biomarkers for non-small lung cancer (NSCLC). Here, we evaluate the individual and combined analysis of the two classes of sputum molecular biomarkers for NSCLC detection. Results We analyze expression of 3 miRNAs (miR-21, miR-31, and miR-210) and methylation of 3 genes (RASSF1A, PRDM14, and 3OST2), which were previously identified as potential biomarkers for NSCLC, in sputum of a set of 117 stage I NSCLC patients and 174 cancer-free smokers. The results are validated in a different set of 144 stage I NSCLC patients and 171 controls. The panel of 3 miRNA biomarkers has 81.5 % sensitivity and 85.9 % specificity; the panel of 3 methylation biomarkers displays 82.9 % sensitivity and 76.4 % specificity for NSCLC detection. Integrated analysis of 2 miRNAs (miR-31 and miR-210) and 2 genes (RASSF1A and 3OST2) yields higher sensitivity (87.3 %) and specificity (90.3 %) compared with the individual panels of the biomarkers (P < 0.05). Combined analysis of all the 3 miRNAs and 3 genes does not have performance superior to that of the panel of 2 miRNAs and 2 genes (P > 0.05). The performance of combined use of the two classes of biomarkers was confirmed in the validation set. Conclusions The integration of two different classes of biomarkers synergistically improves both the sensitivity and the specificity for the early detection of NSCLC. Electronic supplementary material The online version of this article (doi:10.1186/s13148-016-0275-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yun Su
- Department of Surgery, Jiangsu Province Hospital of Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, 210023 China
| | - HongBin Fang
- Department of Epidemiology, University of Maryland School of Medicine, Baltimore, MD USA
| | - Feng Jiang
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD USA
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106
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Tian F, Shen Y, Chen Z, Li R, Lu J, Ge Q. Aberrant miR-181b-5p and miR-486-5p expression in serum and tissue of non-small cell lung cancer. Gene 2016; 591:338-43. [DOI: 10.1016/j.gene.2016.06.014] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2015] [Revised: 05/22/2016] [Accepted: 06/03/2016] [Indexed: 10/21/2022]
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107
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Epigenetic regulation of human retinoblastoma. Tumour Biol 2016; 37:14427-14441. [PMID: 27639385 DOI: 10.1007/s13277-016-5308-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Accepted: 09/05/2016] [Indexed: 01/05/2023] Open
Abstract
Retinoblastoma is a rare type of eye cancer of the retina that commonly occurs in early childhood and mostly affects the children before the age of 5. It occurs due to the mutations in the retinoblastoma gene (RB1) which inactivates both alleles of the RB1. RB1 was first identified as a tumor suppressor gene, which regulates cell cycle components and associated with retinoblastoma. Previously, genetic alteration was known as the major cause of its occurrence, but later, it is revealed that besides genetic changes, epigenetic changes also play a significant role in the disease. Initiation and progression of retinoblastoma could be due to independent or combined genetic and epigenetic events. Remarkable work has been done in understanding retinoblastoma pathogenesis in terms of genetic alterations, but not much in the context of epigenetic modification. Epigenetic modifications that silence tumor suppressor genes and activate oncogenes include DNA methylation, chromatin remodeling, histone modification and noncoding RNA-mediated gene silencing. Epigenetic changes can lead to altered gene function and transform normal cell into tumor cells. This review focuses on important epigenetic alteration which occurs in retinoblastoma and its current state of knowledge. The critical role of epigenetic regulation in retinoblastoma is now an emerging area, and better understanding of epigenetic changes in retinoblastoma will open the door for future therapy and diagnosis.
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108
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Li J, Zhou C, Zhou H, Bao T, Gao T, Jiang X, Ye M. The association between methylated CDKN2A and cervical carcinogenesis, and its diagnostic value in cervical cancer: a meta-analysis. Ther Clin Risk Manag 2016; 12:1249-60. [PMID: 27574435 PMCID: PMC4994797 DOI: 10.2147/tcrm.s108094] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background Cervical cancer is the second deadliest gynecologic malignancy, characterized by apparently precancerous lesions and cervical intraepithelial neoplasia (CIN), and having a long course from the development of CIN to cervical cancer. Cyclin-dependent kinase inhibitor 2A (CDKN2A) is a well-documented tumor suppressor gene and is commonly methylated in cervical cancer. However, the relationship between methylated CDKN2A and carcinogenesis in cervical cancer is inconsistent, and the diagnostic accuracy of methylated CDKN2A is underinvestigated. In this study, we attempted to quantify the association between CDKN2A methylation and the carcinogenesis of cervical cancer, and its diagnostic power. Methods We systematically reviewed four electronic databases and identified 26 studies involving 1,490 cervical cancers, 1,291 CINs, and 964 controls. A pooled odds ratio (OR) with corresponding 95% confidence intervals (95% CI) was calculated to evaluate the association between methylated CDKN2A and the carcinogenesis of cervical cancer. Specificity, sensitivity, the area under the receiver operating characteristic curve, and the diagnostic odds ratio were computed to assess the effect of methylated CDKN2A in the diagnosis of cervical cancer. Results Our results indicated an upward trend in the methylation frequency of CDKN2A in the carcinogenesis of cervical cancer (cancer vs control: OR =23.67, 95% CI =15.54–36.06; cancer vs CIN: OR =2.53, 95% CI =1.79–3.5; CIN vs control: OR =9.68, 95% CI =5.82–16.02). The specificity, sensitivity, area under the receiver operating characteristic curve, and diagnostic odds ratio were 0.99 (95% CI: 0.97–0.99), 0.36 (95% CI: 0.28–0.45), 0.93 (95% CI: 0.91–0.95), and 43 (95% CI: 19–98), respectively. Conclusion Our findings indicate that abnormal CDKN2A methylation may be strongly correlated with the pathogenesis of cervical cancer. Our results also demonstrate that CDKN2A methylation might serve as an early detector of cervical cancer. These findings require further confirmation.
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Affiliation(s)
- Jinyun Li
- Department of Biochemistry and Molecular Biology, School of Medicine, Ningbo University; Department of Medical Oncology, Affiliated Hospital, Ningbo University
| | - Chongchang Zhou
- Department of Biochemistry and Molecular Biology, School of Medicine, Ningbo University
| | - Haojie Zhou
- Department of Molecular Diagnosis, Ningbo Diagnostic Pathology Center, Ningbo, Zhejiang, People's Republic of China
| | - Tianlian Bao
- Department of Biochemistry and Molecular Biology, School of Medicine, Ningbo University
| | - Tengjiao Gao
- Department of Biochemistry and Molecular Biology, School of Medicine, Ningbo University
| | - Xiangling Jiang
- Department of Biochemistry and Molecular Biology, School of Medicine, Ningbo University
| | - Meng Ye
- Department of Biochemistry and Molecular Biology, School of Medicine, Ningbo University; Department of Medical Oncology, Affiliated Hospital, Ningbo University
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109
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Kuo IY, Jen J, Hsu LH, Hsu HS, Lai WW, Wang YC. A prognostic predictor panel with DNA methylation biomarkers for early-stage lung adenocarcinoma in Asian and Caucasian populations. J Biomed Sci 2016; 23:58. [PMID: 27484806 PMCID: PMC4969679 DOI: 10.1186/s12929-016-0276-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 07/18/2016] [Indexed: 01/07/2023] Open
Abstract
Background The incidence of lung adenocarcinoma (LUAD) is increasing worldwide with different prognosis even in early-stage patients. We aimed to identify a prognostic panel with multiple DNA methylation biomarkers to predict survival in early-stage LUAD patients of different racial groups. Methods The methylation array, pyrosequencing methylation assay, Cox regression and Kaplan-Meier analyses were conducted to build the risk score equations of selected probes in a training cohort of 69 Asian LUAD patients. The risk score model was verified in another cohort of 299 Caucasian LUAD patients in The Cancer Genome Atlas (TCGA) database. Results We performed a Cox regression analysis, in which the regression coefficients were obtained for eight probes corresponding to eight genes (AGTRL1, ALDH1A3, BDKRB1, CTSE, EFNA2, NFAM1, SEMA4A and TMEM129). The risk score was derived from sum of each methylated probes multiplied by its corresponding coefficient. Patients with the risk score greater than the median value showed poorer overall survival compared with other patients (p = 0.007). Such a risk score significantly predicted patients showing poor survival in TCGA cohort (p = 0.036). A multivariate analysis was further performed to demonstrate that the eight-probe panel association with poor outcome in early-stage LUAD patients remained significant even after adjusting for different clinical variables including staging parameters (hazard ratio, 2.03; p = 0.039). Conclusions We established a proof-of-concept prognostic panel consisting of eight-probe signature to predict survival of early-stage LUAD patients of Asian and Caucasian populations. Electronic supplementary material The online version of this article (doi:10.1186/s12929-016-0276-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- I-Ying Kuo
- Department of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Department of Pharmacology and Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, No.1, University Road, Tainan, 70101, Taiwan
| | - Jayu Jen
- Department of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Department of Pharmacology and Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, No.1, University Road, Tainan, 70101, Taiwan
| | - Lien-Huei Hsu
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Department of Pulmonary Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Han-Shui Hsu
- Division of Thoracic Surgery, Taipei Veterans General Hospital; Institute of Emergency and Critical Care Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Wu-Wei Lai
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng Li Road, Tainan, 704, Taiwan.
| | - Yi-Ching Wang
- Department of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan. .,Department of Pharmacology and Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, No.1, University Road, Tainan, 70101, Taiwan.
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110
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Epigenetic Repression of CCDC37 and MAP1B Links Chronic Obstructive Pulmonary Disease to Lung Cancer. J Thorac Oncol 2016. [PMID: 26200272 DOI: 10.1097/jto.0000000000000592] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Lung cancer and chronic obstructive pulmonary disease (COPD) share environmental risk factors. COPD also increases the risk of lung cancer; however, the molecular mechanisms are unclear. METHODS An epigenome-wide association study of lung tumors and cancer-free lung tissue (CFLT) pairs from non-small-cell lung cancer cases with (n = 18) or without (n = 17) COPD was conducted using the HumanMethylation450 beadchip (HM450K). COPD-associated methylation of top-ranked genes was confirmed in a larger sample set, independently validated, and their potential as sputum-based biomarkers was investigated. RESULTS Methylation of CCDC37 and MAP1B was more prevalent in lung tumors from COPD than non-COPD cases [54 of 71 (76%) versus 20 of 46 (43%), p = 0.0013] and [48 of 71 (68%) versus 17 of 46 (37%), p = 0.0035], respectively, after adjustment for age, sex, smoking status, and tumor histology. HM450K probes across CCDC37 and MAP1B promoters showed higher methylation in tumors than CFLT with the highest methylation seen in tumors from COPD cases (p < 0.05). These results were independently validated using The Cancer Genome Atlas data. CCDC37 methylation was more prevalent in sputum from COPD than non-COPD smokers (p < 0.005) from two cohorts. CCDC37 and MAP1B expression was dramatically repressed in tumors and CFLT from COPD than non-COPD cases, p less than 0.02. CONCLUSIONS The reduced expression of CCDC37 and MAP1B associated with COPD likely predisposes these genes to methylation that in turn, may contribute to lung cancer.
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111
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Differentially Expressed miRNAs in Tumor, Adjacent, and Normal Tissues of Lung Adenocarcinoma. BIOMED RESEARCH INTERNATIONAL 2016; 2016:1428271. [PMID: 27247934 PMCID: PMC4877460 DOI: 10.1155/2016/1428271] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2015] [Revised: 03/04/2016] [Accepted: 03/22/2016] [Indexed: 01/08/2023]
Abstract
Lung cancer is the leading cause of cancer deaths. Non-small-cell lung cancer (NSCLC) is the major type of lung cancer. The aim of this study was to characterize the expression profiles of miRNAs in adenocarcinoma (AC), one major subtype of NSCLC. In this study, the miRNAs were detected in normal, adjacent, and tumor tissues by next-generation sequencing. Then the expression levels of differential miRNAs were quantified by quantitative reverse transcription-polymerase chain reaction (qRT-PCR). In the results, 259, 401, and 389 miRNAs were detected in tumor, adjacent, and normal tissues of pooled AC samples, respectively. In addition, for the first time we have found that miR-21-5p and miR-196a-5p were gradually upregulated from normal to adjacent to tumor tissues; miR-218-5p was gradually downregulated with 2-fold or greater change in AC tissues. These 3 miRNAs were validated by qRT-PCR. Lastly, we predicted target genes of these 3 miRNAs and enriched the potential functions and regulatory pathways. The aberrant miR-21-5p, miR-196a-5p, and miR-218-5p may become biomarkers for diagnosis and prognosis of lung adenocarcinoma. This research may be useful for lung adenocarcinoma diagnosis and the study of pathology in lung cancer.
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112
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Husni RE, Shiba-Ishii A, Iiyama S, Shiozawa T, Kim Y, Nakagawa T, Sato T, Kano J, Minami Y, Noguchi M. DNMT3a expression pattern and its prognostic value in lung adenocarcinoma. Lung Cancer 2016; 97:59-65. [PMID: 27237029 DOI: 10.1016/j.lungcan.2016.04.018] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Revised: 04/26/2016] [Accepted: 04/26/2016] [Indexed: 01/28/2023]
Abstract
OBJECTIVES DNA methyltransferases (DNMTs) are an important part of the methylation pathway that is highly correlated with the pathophysiology of cancers. Several studies have reported overexpression of DNMTs in human lung cancer, but none have compared the expression pattern to pathological features. In this study, we clarified the association of DNMT3a expression pattern with pathological features and prognosis of lung adenocarcinoma. MATERIALS AND METHODS 135 cases of surgically resected lung adenocarcinoma specimens were used for DNMT3a immunohistochemistry (IHC). IHC score was determined by counting the number of positive nuclei. The ROC curve was drawn to determine the best cut-off point of the score; this was set at 57.5. Western blot also implemented and confirmed the specificity of the antibody. Correlations between expression pattern and clinicopathological features and prognosis were analyzed using chi-squared method and Cox proportional hazards model respectively. RESULT Seventy-nine of the 135 cases (58.5%) showed strong positive reactivity to anti-DNMT3a. In terms of histological subtypes, among invasive lung adenocarcinomas 41 out of 53 lepidic adenocarcinomas (77%) were strongly positive, while among the other histological subtypes only 23 out of 66 cases (34.8%) showed a positive reaction. Among non-invasive lung adenocarcinomas 15 out of 16 cases (93.8%) were strongly positive. The level of DNMT3a expression was associated with patient outcome, and patients with weak expression of DNMT3a had a poorer outcome than those with strong expression. Multivariate analysis also indicated that DNMT3a is an independent prognostic marker in lung adenocarcinoma. CONCLUSION Our results indicate that DNMT3a expression in lung adenocarcinoma is associated with the histologically non-invasive type and lepidic subtype, and a favorable prognosis. We also showed that DNMT3a expression is an independent prognostic marker in lung adenocarcinoma. Since lack of DNMT3a is thought to facilitate tumor progression, DNMT3a might be clinically applicable as an indicator of favorable prognosis.
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Affiliation(s)
- Ryan Edbert Husni
- Doctoral Program in Biomedical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Aya Shiba-Ishii
- Department of Pathology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Shinji Iiyama
- Doctoral Program in Biomedical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Toshihiro Shiozawa
- Doctoral Program in Biomedical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Yunjung Kim
- Doctoral Program in Biomedical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Tomoki Nakagawa
- Doctoral Program in Biomedical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Taiki Sato
- Doctoral Program in Biomedical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Junko Kano
- Department of Pathology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Yuko Minami
- Department of Pathology, National Hospital Organization Ibarakihigashi National Hospital, The Center of Chest Diseases and Severe Motor and Intellectual Disabilities, Ibaraki, Japan
| | - Masayuki Noguchi
- Department of Pathology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan.
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Du Z, Li L, Huang X, Jin J, Huang S, Zhang Q, Tao Q. The epigenetic modifier CHD5 functions as a novel tumor suppressor for renal cell carcinoma and is predominantly inactivated by promoter CpG methylation. Oncotarget 2016; 7:21618-30. [PMID: 26943038 PMCID: PMC5008310 DOI: 10.18632/oncotarget.7822] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 01/29/2016] [Indexed: 12/31/2022] Open
Abstract
Renal cell carcinoma (RCC) is the most common urological cancer with steadily increasing incidence. A series of tumor suppressor genes (TSGs) have been identified methylated in RCC as potential epigenetic biomarkers. We identified a 1p36.3 TSG candidate CHD5 as a methylated target in RCC through epigenome study. As the role of CHD5 in RCC pathogenesis remains elusive, we further studied its expression and molecular functions in RCC cells. We found that CHD5 was broadly expressed in most normal genitourinary tissues including kidney, but frequently silenced or downregulated by promoter CpG methylation in 78% of RCC cell lines and 44% (24/55) of primary tumors. In addition, CHD5 mutations appear to be rare in RCC tumors through genome database mining. In methylated/silenced RCC cell lines, CHD5 expression could be restored with azacytidine demethylation treatment. Ectopic expression of CHD5 in RCC cells significantly inhibited their clonogenicity, migration and invasion. Moreover, we found that CHD5, as a chromatin remodeling factor, suppressed the expression of multiple targets including oncogenes (MYC, MDM2, STAT3, CCND1, YAP1), epigenetic master genes (Bmi-1, EZH2, JMJD2C), as well as epithelial-mesenchymal transition and stem cell markers (SNAI1, FN1, OCT4). Further chromatin immunoprecipitation (ChIP) assays confirmed the binding of CHD5 to target gene promoters. Thus, we demonstrate that CHD5 functions as a novel TSG for RCC, but is predominantly inactivated by promoter methylation in primary tumors.
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Affiliation(s)
- Zhenfang Du
- Cancer Epigenetics Laboratory, Department of Clinical Oncology, State Key Laboratory of Oncology in South China, Sir YK Pao Center for Cancer and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong and CUHK-Shenzhen Research Institute, Shatin, Hong Kong
| | - Lili Li
- Cancer Epigenetics Laboratory, Department of Clinical Oncology, State Key Laboratory of Oncology in South China, Sir YK Pao Center for Cancer and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong and CUHK-Shenzhen Research Institute, Shatin, Hong Kong
| | - Xin Huang
- Cancer Epigenetics Laboratory, Department of Clinical Oncology, State Key Laboratory of Oncology in South China, Sir YK Pao Center for Cancer and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong and CUHK-Shenzhen Research Institute, Shatin, Hong Kong
| | - Jie Jin
- Department of Urology, Peking University First Hospital and Institute of Urology, National Research Center for Genitourinary Oncology, Beijing, China
| | - Suming Huang
- Departments of Biochemistry and Molecular Biology, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Qian Zhang
- Department of Urology, Peking University First Hospital and Institute of Urology, National Research Center for Genitourinary Oncology, Beijing, China
| | - Qian Tao
- Cancer Epigenetics Laboratory, Department of Clinical Oncology, State Key Laboratory of Oncology in South China, Sir YK Pao Center for Cancer and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong and CUHK-Shenzhen Research Institute, Shatin, Hong Kong
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114
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Zhou W, Tian D, He J, Wang Y, Zhang L, Cui L, jia L, Zhang L, Li L, Shu Y, Yu S, Zhao J, Yuan X, Peng S. Repeated PM2.5 exposure inhibits BEAS-2B cell P53 expression through ROS-Akt-DNMT3B pathway-mediated promoter hypermethylation. Oncotarget 2016; 7:20691-703. [PMID: 26942697 PMCID: PMC4991485 DOI: 10.18632/oncotarget.7842] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 02/06/2016] [Indexed: 12/14/2022] Open
Abstract
Long-term exposure to fine particulate matter (PM2.5) has been reported to be closely associated with the increased lung cancer risk in populations, but the mechanisms underlying PM-associated carcinogenesis are not yet clear. Previous studies have indicated that aberrant epigenetic alterations, such as genome-wide DNA hypomethylation and gene-specific DNA hypermethylation contribute to lung carcinogenesis. And silence or mutation of P53 tumor suppressor gene is the most prevalent oncogenic driver in lung cancer development. To explore the effects of PM2.5 on global and P53 promoter methylation changes and the mechanisms involved, we exposed human bronchial epithelial cells (BEAS-2B) to low concentrations of PM2.5 for 10 days. Our results indicated that PM2.5-induced global DNA hypomethylation was accompanied by reduced DNMT1 expression. PM2.5 also induced hypermethylation of P53 promoter and inhibited its expression by increasing DNMT3B protein level. Furthermore, ROS-induced activation of Akt was involved in PM2.5-induced increase in DNMT3B. In conclusion, our results strongly suggest that repeated exposure to PM2.5 induces epigenetic silencing of P53 through ROS-Akt-DNMT3B pathway-mediated promoter hypermethylation, which not only provides a possible explanation for PM-induced lung cancer, but also may help to identify specific interventions to prevent PM-induced lung carcinogenesis.
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Affiliation(s)
- Wei Zhou
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Dongdong Tian
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Jun He
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Yimei Wang
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Lijun Zhang
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Lan Cui
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Li jia
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Li Zhang
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Lizhong Li
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Yulei Shu
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Shouzhong Yu
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Jun Zhao
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Xiaoyan Yuan
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
| | - Shuangqing Peng
- Evaluation and Research Center for Toxicology, Institute of Disease Control and Prevention, Academy of Military Medical Sciences, Beijing 100071, PR China
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Rosell A, Rodríguez N, Monsó E, Taron M, Millares L, Ramírez JL, López-Lisbona R, Cubero N, Andreo F, Sanz J, Llatjós M, Llatjós R, Fernández-Figueras MT, Mate JL, Català I, Setó L, Roset M, Díez-Ferrer M, Dorca J. Aberrant gene methylation and bronchial dysplasia in high risk lung cancer patients. Lung Cancer 2016; 94:102-7. [PMID: 26973214 DOI: 10.1016/j.lungcan.2016.02.003] [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: 09/16/2015] [Revised: 12/29/2015] [Accepted: 02/02/2016] [Indexed: 11/25/2022]
Abstract
INTRODUCTION The risk for lung cancer is incremented in high degree dysplasia (HGD) and in subjects with hypermethylation of multiple genes. We sought to establish the association between them, as well as to analyze the DNA aberrant methylation in sputum and in bronchial washings (BW). METHODS Cross sectional study of high risk patients for lung cancer in whom induced sputum and autofluorescence bronchoscopy were performed. The molecular analysis was determined on DAPK1, RASSF1A and p16 genes using Methylation-specific PCR. RESULTS A total of 128 patients were enrolled in the study. Dysplasia lesions were found in 79 patients (61.7%) and high grade dysplasia in 20 (15.6%). Ninety eight patients out of 128 underwent molecular analysis. Methylation was observed in bronchial secretions (sputum or BW) in 60 patients (61.2%), 51 of them (52%) for DAPK1, in 20 (20.4%) for p16 and in three (3.1%) for RASSF1A. Methylated genes only found in sputum accounted for 38.3% and only in BW in 41.7%, and in both 20.0%. In the 11.2% of the patients studied, HGD and a hypermethylated gene were present, while for the 55.1% of the sample only one of both was detected and for the rest of the subjects (33.6%), none of the risk factors were observed. CONCLUSIONS Our data determines DNA aberrant methylation panel in bronchial secretions is present in a 61.2% and HGD is found in 15.6%. Although both parameters have previously been identified as risk factors for lung cancer, the current study does not find a significative association between them. The study also highlights the importance of BW as a complementary sample to induced sputum when analyzing gene aberrant methylation.
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Affiliation(s)
- A Rosell
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain.
| | - N Rodríguez
- Department of Respiratory Medicine, Hospital Comarcal de l'Alt Penedès, Vilafranca, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - E Monsó
- Deparment of Respiratory Medicine, Fundació Parc Taulí, Sabadell, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - M Taron
- Laboratory of Molecular Biology, Institut Català d'Oncologia, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - L Millares
- Fundació Parc Taulí, Sabadell, Barcelona, Spain
| | - J L Ramírez
- Laboratory of Molecular Biology, Institut Català d'Oncologia, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - R López-Lisbona
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - N Cubero
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - F Andreo
- Department of Respiratory Medicine, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - J Sanz
- Department of Respiratory Medicine, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - M Llatjós
- Department of Pathology, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - R Llatjós
- Department of Pathology, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - M T Fernández-Figueras
- Department of Pathology, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain
| | - J L Mate
- Department of Pathology, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - I Català
- Department of Pathology, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - L Setó
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - M Roset
- IMS Health, Barcelona, Spain
| | - M Díez-Ferrer
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - J Dorca
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
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Distinguishing Lung Adenocarcinoma from Lung Squamous Cell Carcinoma by Two Hypomethylated and Three Hypermethylated Genes: A Meta-Analysis. PLoS One 2016; 11:e0149088. [PMID: 26862903 PMCID: PMC4749211 DOI: 10.1371/journal.pone.0149088] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2015] [Accepted: 01/27/2016] [Indexed: 11/19/2022] Open
Abstract
Significant differences in the aberrant methylation of genes exist among various histological types of non-small cell lung cancer (NSCLC), which includes adenocarcinoma (AC) and squamous cell carcinoma (SCC). Different chemotherapeutic regimens should be administered to the two NSCLC subtypes due to their unique genetic and epigenetic profiles. The purpose of this meta-analysis was to generate a list of differentially methylated genes between AC and SCC. Our meta-analysis encompassed 151 studies on 108 genes among 12946 AC and 10243 SCC patients. Our results showed two hypomethylated genes (CDKN2A and MGMT) and three hypermethylated genes (CDH13, RUNX3 and APC) in ACs compared with SCCs. In addition, our results showed that the pooled specificity and sensitivity values of CDH13 and APC were higher than those of CDKN2A, MGMT and RUNX3. Our findings might provide an alternative method to distinguish between the two NSCLC subtypes.
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Diaz-Lagares A, Mendez-Gonzalez J, Hervas D, Saigi M, Pajares MJ, Garcia D, Crujerias AB, Pio R, Montuenga LM, Zulueta J, Nadal E, Rosell A, Esteller M, Sandoval J. A Novel Epigenetic Signature for Early Diagnosis in Lung Cancer. Clin Cancer Res 2016; 22:3361-71. [DOI: 10.1158/1078-0432.ccr-15-2346] [Citation(s) in RCA: 95] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 01/16/2016] [Indexed: 11/16/2022]
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118
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Herceg Z. Epigenetic Mechanisms as an Interface Between the Environment and Genome. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 903:3-15. [PMID: 27343085 DOI: 10.1007/978-1-4899-7678-9_1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Recent advances in epigenetics have had tremendous impact on our thinking and understanding of biological phenomena and the impact of environmental stressors on complex diseases, notably cancer. Environmental and lifestyle factors are thought to be implicated in the development of a wide range of human cancers by eliciting epigenetic changes, however, the underlying mechanisms remain poorly understood. Epigenetic mechanisms can be viewed as an interface between the genome and environmental influence, therefore aberrant epigenetic events associated with environmental stressors and factors in the cell microenvironment are likely to play an important role in the onset and progression of different human malignancies. At the cellular level, aberrant epigenetic events influence critical cellular events (such as gene expression, carcinogen detoxification, DNA repair, and cell cycle), which are further modulated by risk factor exposures and thus may define the severity/subtype of cancer. This review summarizes recent progress in our understanding of the epigenetic mechanisms through which environmental stressors and endogenous factors may promote tumor development and progression.
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Affiliation(s)
- Zdenko Herceg
- Epigenetics Group, International Agency for Research on Cancer (IARC), Lyon, France.
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119
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Shinjo K, Kondo Y. Targeting cancer epigenetics: Linking basic biology to clinical medicine. Adv Drug Deliv Rev 2015; 95:56-64. [PMID: 26494398 DOI: 10.1016/j.addr.2015.10.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 09/23/2015] [Accepted: 10/09/2015] [Indexed: 02/06/2023]
Abstract
Recent studies provide compelling evidence that epigenetic dysregulation is involved in almost every step of tumor development and progression. Differences in tumor behavior, which ultimately reflects clinical outcome, can be explained by variations in gene expression patterns generated by epigenetic mechanisms, such as DNA methylation. Therefore, epigenetic abnormalities are considered potential biomarkers and therapeutic targets. DNA methylation is stable at certain specific loci in cancer cells and predominantly reflects the characteristic clinicopathological features. Thus, it is an ideal biomarker for cancer screening, classification and prognostic purposes. Epigenetic treatment for cancers is based on the pharmacologic targeting of various core transcriptional programs that sustains cancer cell identity. Therefore, targeting aberrant epigenetic modifiers may be effective for multiple processes compared with using a selective inhibitor of aberrant single signaling pathway. This review provides an overview of the epigenetic alterations in human cancers and discusses about novel therapeutic strategies targeting epigenetic alterations.
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Affiliation(s)
- Keiko Shinjo
- Department of Epigenomics, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya 467-8601, Japan
| | - Yutaka Kondo
- Department of Epigenomics, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya 467-8601, Japan.
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120
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Molecular genetic approaches in the diagnosis of lung cancer. КЛИНИЧЕСКАЯ ПРАКТИКА 2015. [DOI: 10.17816/clinpract83261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
It is an acute problem for the 21st century to find effective and inexpensive methods for early detection of lung cancer. Patients, suspected of having a malignant disease of lungs, generally undergo clinical studies such as CT scans of the chest and bronchoscopy. The latter is mainly used to confirm the diagnosis. However, even when the signs, symptoms and radiological findings indicate that clinical diagnosis of malignant lung disease is evident, additional invasive procedures for obtaining the biological material suitable for the final confirmation of the presence of malignant cells are required. Currently, there is a clear understanding of the need to find biomarkers able to detect pre-clinical stage of cancer cells using minimally invasive procedures.
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121
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Blood Tests for Colorectal Cancer Screening in the Standard Risk Population. CURRENT COLORECTAL CANCER REPORTS 2015. [DOI: 10.1007/s11888-015-0293-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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122
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Wu BK, Mei SC, Brenner C. RFTS-deleted DNMT1 enhances tumorigenicity with focal hypermethylation and global hypomethylation. Cell Cycle 2015; 13:3222-31. [PMID: 25485502 DOI: 10.4161/15384101.2014.950886] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Site-specific hypermethylation of tumor suppressor genes accompanied by genome-wide hypomethylation are epigenetic hallmarks of malignancy. However, the molecular mechanisms that drive these linked changes in DNA methylation remain obscure. DNA methyltransferase 1 (DNMT1), the principle enzyme responsible for maintaining methylation patterns is commonly dysregulated in tumors. Replication foci targeting sequence (RFTS) is an N-terminal domain of DNMT1 that inhibits DNA-binding and catalytic activity, suggesting that RFTS deletion would result in a gain of DNMT1 function. However, a substantial body of data suggested that RFTS is required for DNMT1 activity. Here, we demonstrate that deletion of RFTS alters DNMT1-dependent DNA methylation during malignant transformation. Compared to full-length DNMT1, ectopic expression of hyperactive DNMT1-ΔRFTS caused greater malignant transformation and enhanced promoter methylation with condensed chromatin structure that silenced DAPK and DUOX1 expression. Simultaneously, deletion of RFTS impaired DNMT1 chromatin association with pericentromeric Satellite 2 (SAT2) repeat sequences and produced DNA demethylation at SAT2 repeats and globally. To our knowledge, RFTS-deleted DNMT1 is the first single factor that can reprogram focal hypermethylation and global hypomethylation in parallel during malignant transformation. Our evidence suggests that the RFTS domain of DNMT1 is a target responsible for epigenetic changes in cancer.
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Affiliation(s)
- Bo-Kuan Wu
- a Department of Biochemistry; Carver College of Medicine ; University of Iowa ; Iowa City , IA USA
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Targeting Chromatin-Mediated Transcriptional Control of Gene Expression in Non-Small Cell Lung Cancer Therapy: Preclinical Rationale and Clinical Results. Drugs 2015; 75:1757-71. [DOI: 10.1007/s40265-015-0461-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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124
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Nawaz I, Moumad K, Martorelli D, Ennaji MM, Zhou X, Zhang Z, Dolcetti R, Khyatti M, Ernberg I, Hu LF. Detection of nasopharyngeal carcinoma in Morocco (North Africa) using a multiplex methylation-specific PCR biomarker assay. Clin Epigenetics 2015; 7:89. [PMID: 26300994 PMCID: PMC4546349 DOI: 10.1186/s13148-015-0119-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 07/31/2015] [Indexed: 12/25/2022] Open
Abstract
Background Silencing of tumor suppressor genes (TSGs) or activation of oncogenes by, e.g., aberrant promoter methylation, may be early events during carcinogenesis. The methylation status of such genes can be used for early detection of cancer. We are pursuing this approach in our efforts to develop markers for early detection and follow-up of nasopharyngeal carcinoma (NPC). We set out to develop this approach to allow identification of NPC from Morocco and then also compared with NPC samples from different geographical locations and different ethnicity with different NPC incidences, Epstein-Barr virus (EBV) prevalence, and environments. Results By multiplex methylation-specific PCR (MMSP), multiple relevant genes can be detected simultaneously, to achieve high sensitivity and specificity. The strong association of EBV with NPC is also very useful in such an approach. We have initially screened for 12 potential marker genes including EBV genes coding for EBV nuclear antigen 1 (EBNA1) and latent membrane protein-1 (LMP1) and ten potential TSGs obtained from previously published data. The resulting assay included EBNA1, LMP1, and three cellular TSGs: ITGA9, RASSF1A, and P16. We evaluated this assay on 64 NPC patient biopsies from Morocco, Italy, and China compared to deoxyribonucleic acid (DNA) from 20 nasopharyngeal control tissues. In the Moroccan NPC cohort (n = 44), prevalence of the EBNA1 gene showed the highest sensitivity (36/44; 82 %) with 94 % specificity. Out of eight (18 %) EBNA1 negative Moroccan samples, only three were positive for at least one methylated cellular gene. By detection of cellular marker genes, the sensitivity increased from 82 to 89 % (39/44). In the whole material of 64 biopsies from three geographical locations, at least any one marker (viral or cellular) could be detected in 91 % of biopsies with 90 % specificity. In a pilot evaluating assay performance on serum DNA from NPC and controls including samples from Italy (n = 11) and China (n = 5), at least any one marker from the MMSP assay could be detected in 88 %, but the specificity was only 50 %. Conclusions An MMSP assay has the potential for detection of NPC by screening in high-risk populations. Serum-derived DNA seems not as good as earlier published NPC swab DNA for screening purpose.
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Affiliation(s)
- Imran Nawaz
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Box 280, Stockholm, SE-17177 Sweden.,Department of Microbiology, Faculty of Life Sciences, University of Balochistan, Quetta, Pakistan
| | - Khalid Moumad
- Department of Molecular Genetic Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Oncovirology Laboratory, Institut Pasteur du Maroc, 20360 Casablanca, Morocco
| | - Debora Martorelli
- Cancer Bio-Immunotherapy Unit Centro di Riferimento Oncologico IRCCS - National Cancer Institute, Via Franco Gallini, 233081 Aviano, PN Italy
| | - Moulay Mustapha Ennaji
- University Hassan II, Faculty of Sciences and Techniques, Mohammedia - Casablanca, Laboratory of Virology, Microbiology and Quality/ETB, Mohammedia, , BP 146, 20650 Morocco
| | - Xiaoying Zhou
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Box 280, Stockholm, SE-17177 Sweden.,Department of Orolaryngology - Head and Neck Surgery, First Affiliated Hospital of Guangxi Medical University, Guangxi, People's Republic of China
| | - Zhe Zhang
- Department of Orolaryngology - Head and Neck Surgery, First Affiliated Hospital of Guangxi Medical University, Guangxi, People's Republic of China
| | - Riccardo Dolcetti
- Cancer Bio-Immunotherapy Unit Centro di Riferimento Oncologico IRCCS - National Cancer Institute, Via Franco Gallini, 233081 Aviano, PN Italy
| | - Meriem Khyatti
- Oncovirology Laboratory, Institut Pasteur du Maroc, 20360 Casablanca, Morocco
| | - Ingemar Ernberg
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Box 280, Stockholm, SE-17177 Sweden
| | - Li-Fu Hu
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Box 280, Stockholm, SE-17177 Sweden
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125
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Evaluation of azacitidine and entinostat as sensitization agents to cytotoxic chemotherapy in preclinical models of non-small cell lung cancer. Oncotarget 2015; 6:56-70. [PMID: 25474141 PMCID: PMC4381578 DOI: 10.18632/oncotarget.2695] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Accepted: 11/04/2014] [Indexed: 12/12/2022] Open
Abstract
Recent clinical data in lung cancer suggests that epigenetically targeted therapy may selectively enhance chemotherapeutic sensitivity. There have been few if any studies rigorously evaluating this hypothesized priming effect. Here we describe a series of investigations testing whether epigenetic priming with azacitidine and entinostat increases sensitivity of NSCLC to cytotoxic agents. We noted no differences in chemosensitivity following treatment with epigenetic therapy in in vitro assays of viability and colony growth. Using cell line and patient-derived xenograft (PDX) models, we also observed no change in responsiveness to cisplatin in vivo. In select models, we noted differential responses to irinotecan treatment in vivo. In vitro epigenetic therapy prior to tumor implantation abrogated response of H460 xenografts to irinotecan. Conversely, in vitro epigenetic therapy appeared to sensitize A549 xenografts (tumor growth inhibition 51%, vs. 22% in mock-pretreated control). In vivo epigenetic therapy enhanced the response of adenocarcinoma PDX to irinotecan. Taken together, these data do not support broadly applicable epigenetic priming in NSCLC. Priming effects may be context-specific, dependent on both tumor and host factors. Further preclinical study is necessary to determine whether, and in which contexts, priming with epigenetic therapy has potential to enhance chemotherapeutic efficacy in NSCLC patients.
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126
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Leng S, Wu G, Collins LB, Thomas CL, Tellez CS, Jauregui AR, Picchi MA, Zhang X, Juri DE, Desai D, Amin SG, Crowell RE, Stidley CA, Liu Y, Swenberg JA, Lin Y, Wathelet MG, Gilliland FD, Belinsky SA. Implication of a Chromosome 15q15.2 Locus in Regulating UBR1 and Predisposing Smokers to MGMT Methylation in Lung. Cancer Res 2015; 75:3108-17. [PMID: 26183928 DOI: 10.1158/0008-5472.can-15-0243] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 05/22/2015] [Indexed: 11/16/2022]
Abstract
O(6)-Methylguanine-DNA methyltransferase (MGMT) is a DNA repair enzyme that protects cells from carcinogenic effects of alkylating agents; however, MGMT is silenced by promoter hypermethylation during carcinogenesis. A single-nucleotide polymorphism (SNP) in an enhancer in the MGMT promoter was previously identified to be highly significantly associated with risk for MGMT methylation in lung cancer and sputum from smokers. To further genetic investigations, a genome-wide association and replication study was conducted in two smoker cohorts to identify novel loci for MGMT methylation in sputum that were independent of the MGMT enhancer polymorphism. Two novel trans-acting loci (15q15.2 and 17q24.3) that were identified acted together with the enhancer SNP to empower risk prediction for MGMT methylation. We found that the predisposition to MGMT methylation arising from the 15q15.2 locus involved regulation of the ubiquitin protein ligase E3 component UBR1. UBR1 attenuation reduced turnover of MGMT protein and increased repair of O6-methylguanine in nitrosomethylurea-treated human bronchial epithelial cells, while also reducing MGMT promoter activity and abolishing MGMT induction. Overall, our results substantiate reduced gene transcription as a major mechanism for predisposition to MGMT methylation in the lungs of smokers, and support the importance of UBR1 in regulating MGMT homeostasis and DNA repair of alkylated DNA adducts in cells.
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Affiliation(s)
- Shuguang Leng
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Guodong Wu
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Leonard B Collins
- Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Cynthia L Thomas
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Carmen S Tellez
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Andrew R Jauregui
- Lung Fibrosis Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Maria A Picchi
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Xiequn Zhang
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Daniel E Juri
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Dhimant Desai
- Department of Pharmacology, Penn State College of Medicine, Hershey, Pennsylvania
| | - Shantu G Amin
- Department of Pharmacology, Penn State College of Medicine, Hershey, Pennsylvania
| | - Richard E Crowell
- Department of Internal Medicine, University of New Mexico, Albuquerque, New Mexico
| | - Christine A Stidley
- Department of Internal Medicine, University of New Mexico, Albuquerque, New Mexico
| | - Yushi Liu
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - James A Swenberg
- Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Yong Lin
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Marc G Wathelet
- Lung Fibrosis Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico
| | - Frank D Gilliland
- Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Steven A Belinsky
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, New Mexico.
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127
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Luo Y, Yu L, Yu T, Jiang F, Cai X, Zhao Y, Pan S, Luo C. The association of DNA methyltransferase 1 gene polymorphisms with susceptibility to childhood acute lymphoblastic leukemia. Biomed Pharmacother 2015. [PMID: 26211580 DOI: 10.1016/j.biopha.2015.05.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND It has been suggested that aberrant DNA methylation is a common epigenetic alteration in malignancies. Genetic variations in DNA methyltransferase 1 gene (DNMT1), which encodes the maintenance methyltransferase, have been demonstrated to be involved in cancer susceptibility. In the present study, we investigated whether genetic polymorphisms in DNMT1 could be associated with risk of childhood acute lymphoblastic leukemia (ALL) in a Chinese population. METHODS We selected seven tagging single-nucleotide polymorphisms (tagSNPs, rs11880388, rs10423341, rs7253062, rs11085721, rs2228611, rs2228612 and rs16999593) in DNMT1 and genotyped these SNPs by using TaqMan method in a case-control study of 377 patients with ALL and 500 healthy controls. The logistic regression was used to assess the genetic associations with occurrence of ALL with adjustment for possible confounders. RESULTS We found that one (rs11085721) of the seven tagSNPs was significantly associated with the risk of ALL. Compared with individuals' with DNMT1 rs11085721 GG genotype, those subjects carrying the rs11085721 GT genotypes were associated with significantly increased risk for ALL (GT vs. GG:OR=1.29, 95% CI=1.10-1.51). Similar association was also observed when combined the individuals with rs11085721 GT and rs11085721 TT genotypes (GT/TT vs. TT:OR=1.29, 95% CI=1.10-1.50). No positive results were observed for the other tagSNPs. CONCLUSIONS Our results suggest that the DNMT1 rs11085721 polymorphism may confer susceptibility to ALL in the Chinese population. The initial findings should be validated by large population-based prospective studies in the future.
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Affiliation(s)
- Ying Luo
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, 210029 Nanjing, China; Nanjing Red Cross Blood Center, 210003 Nanjing, China
| | - Luting Yu
- School of Life Science and Technology, China Pharmaceutical University, 210009 Nanjing, China
| | - Tingting Yu
- Department of Developmental Genetics, School of Basic Medical Sciences, Nanjing Medical University, 210029 Nanjing, China
| | - Feixia Jiang
- Department of Laboratory medicine, Nanjing First Hospital, Nanjing Medical University, 210006 Nanjing, China
| | - Xubing Cai
- Nanjing Red Cross Blood Center, 210003 Nanjing, China
| | - Yilun Zhao
- Nanjing Red Cross Blood Center, 210003 Nanjing, China
| | - Shiyang Pan
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, 210029 Nanjing, China.
| | - Chen Luo
- School of Life Science and Technology, China Pharmaceutical University, 210009 Nanjing, China.
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128
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Gao L, Xie E, Yu T, Chen D, Zhang L, Zhang B, Wang F, Xu J, Huang P, Liu X, Fang B, Pan S. Methylated APC and RASSF1A in multiple specimens contribute to the differential diagnosis of patients with undetermined solitary pulmonary nodules. J Thorac Dis 2015; 7:422-32. [PMID: 25922721 DOI: 10.3978/j.issn.2072-1439.2015.01.24] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 10/22/2014] [Indexed: 12/18/2022]
Abstract
BACKGROUND Inactivation of tumor-suppressor gene (TSG) by promoter hypermethylation has been reported in many tumor types, including lung cancer. This study was designed to determine the methylated APC and RASSF1A genes in tumor tissue, serum and plasma of patients with early stage lung cancer. METHODS Eighty-nine patients with undetermined solitary pulmonary nodules detected upon CT-scan were recruited in this study. DNA samples were extracted from biopsy tissues, serum and plasma and QMSP of APC and RASSF1A was carried out after bisulfite conversion. The 89 patients consist of 58 stage I lung cancer patients and 31 benign lung disease according to pathological report. Twenty-six cancer patients had matched biopsy tumor tissue, serum and plasma samples. RESULTS The methylation rates of APC and RASSF1A were 59.0% and 66.1% in biopsy tissues, 42.5% and 52.5% in serum, and 24.1% and 43.1% in plasma of cancer patients. For RASSF1A, different samples all showed a significant difference between cancer group and benign group (P<0.05). However, APC gene only explored the P value less than 0.05 in plasma result. Towards the 26 lung cancer patients with three matched samples, methylation rate in each sample type was more than 50.0% and displayed no difference. CONCLUSIONS Evaluation of APC and RASSF1A promoter methylation by using QMSP appears to be very useful for the differential diagnosis of patients with undetermined solitary pulmonary nodules. Our results also suggested that plasma might be the best sample for clinical detection of early stage lung.
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Affiliation(s)
- Li Gao
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Erfu Xie
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Tongfu Yu
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Dan Chen
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Lixia Zhang
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Bingfeng Zhang
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Fang Wang
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jian Xu
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Peijun Huang
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Xisheng Liu
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Bingliang Fang
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Shiyang Pan
- 1 Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 2 National Key Clinical, Department of Laboratory Medicine, Nanjing 210029, China ; 3 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China ; 4 Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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129
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Zhang Y, Schöttker B, Ordóñez-Mena J, Holleczek B, Yang R, Burwinkel B, Butterbach K, Brenner H. F2RL3 methylation, lung cancer incidence and mortality. Int J Cancer 2015; 137:1739-48. [PMID: 25821117 DOI: 10.1002/ijc.29537] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Revised: 03/10/2015] [Accepted: 03/16/2015] [Indexed: 12/30/2022]
Abstract
Smoking accounts for a large share of lung cancer. F2RL3 methylation was recently identified as a biomarker closely reflecting both current and past smoking exposure. We aimed to assess the associations of F2RL3 methylation with lung cancer incidence and mortality. In a large population-based cohort study, F2RL3 methylation was measured in baseline blood samples of 4,987 participants by MassARRAY. Associations of F2RL3 methylation and smoking with lung cancer incidence/mortality during a median follow-up of 10.9 years were assessed by Cox regression, controlling for potential confounders. The ability of F2RL3 methylation to predict lung cancer was examined by Harrell's C statistics. Hypomethylation at F2RL3 was strongly associated with both lung cancer incidence and mortality, with age- and sex-adjusted hazard ratios (HR; 95% CI) of 9.99 (5.61-17.79) and 16.86 (8.53-33.34), respectively, for participants whose methylation intensity were ≤0.54 compared with whose methylation intensity were ≥0.75. Strongly elevated HRs of 2.88 (1.42-5.84) and 5.17 (2.28-11.70) persisted even after controlling for multiple covariates including smoking status and pack-years. With fully adjusted HRs of 9.92 (2.88-34.12) and 16.48 (4.10-66.15), the associations between methylation and the two outcomes were particularly strong among participants≥65 years. Combination of F2RL3 methylation and pack-years predicted lung cancer incidence with high accuracy (optimism-corrected Harrell's C statistics = 0.86 for participants≥65 years). These findings suggested that F2RL3 methylation is a very strong predictor of lung cancer risk and mortality, particularly at older age. The potential implications of F2RL3 methylation for early detection, risk stratification and prevention of lung cancer warrant further exploration.
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Affiliation(s)
- Yan Zhang
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - José Ordóñez-Mena
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Network Aging Research (NAR), Heidelberg University, Heidelberg, Germany
| | | | - Rongxi Yang
- Division of Molecular Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Molecular Biology of Breast Cancer, Department of Obstetrics and Gynecology, University of Heidelberg, Germany
| | - Barbara Burwinkel
- Division of Molecular Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Molecular Biology of Breast Cancer, Department of Obstetrics and Gynecology, University of Heidelberg, Germany
| | - Katja Butterbach
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
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130
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Remark R, Becker C, Gomez JE, Damotte D, Dieu-Nosjean MC, Sautès-Fridman C, Fridman WH, Powell CA, Altorki NK, Merad M, Gnjatic S. The non-small cell lung cancer immune contexture. A major determinant of tumor characteristics and patient outcome. Am J Respir Crit Care Med 2015; 191:377-90. [PMID: 25369536 DOI: 10.1164/rccm.201409-1671pp] [Citation(s) in RCA: 187] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Solid tumors, beyond mere accumulation of cancer cells, form a complex ecosystem consisting of normal epithelial cells, fibroblasts, blood and lymphatic vessels, structural components, and infiltrating hematopoietic cells including myeloid and lymphoid elements that impact tumor growth, tumor spreading, and clinical outcome. The composition of the immune microenvironment is diverse, including various populations of T cells, B cells, dendritic cells, natural killer cells, myeloid-derived suppressor cells, neutrophils, or macrophages. The immune contexture describes the density, location, and organization of these immune cells within solid tumors. In lung cancer, which is the deadliest type of cancer, and particularly in non-small cell lung cancer, its most prevalent form, reports have described some of the interactions between the tumor and the host. These data, in addition to articles on various types of tumors, provide a greater understanding of the tumor-host microenvironment interaction and stimulate the development of prognostic and predictive biomarkers, the identification of novel target antigens for therapeutic intervention, and the implementation of tools for long-term management of patients with cancer.
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131
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Tanaka K, Kumano K, Ueno H. Intracellular signals of lung cancer cells as possible therapeutic targets. Cancer Sci 2015; 106:489-96. [PMID: 25707772 PMCID: PMC4452148 DOI: 10.1111/cas.12643] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2014] [Revised: 02/16/2015] [Accepted: 02/17/2015] [Indexed: 01/07/2023] Open
Abstract
In recent years, several molecularly targeted therapies have been developed as part of lung cancer treatment; they have produced dramatically good results. However, among the many oncogenes that have been identified to be involved in the development of lung cancers, a number of oncogenes are not covered by these advanced therapies. For the treatment of lung cancers, which is a group of heterogeneous diseases, persistent effort in developing individual therapies based on the respective causal genes is important. In addition, for the development of a novel therapy, identification of the lung epithelial stem cells and the origin cells of lung cancer, and understanding about candidate cancer stem cells in lung cancer tissues, their intracellular signaling pathways, and the mechanism of dysregulation of the pathways in cancer cells are extremely important. However, the development of drug resistance by cancer cells, despite the use of molecularly targeted drugs for the causal genes, thus obstructing treatment, is a well-known phenomenon. In this article, we discuss major causal genes of lung cancers and intracellular signaling pathways involving those genes, and review studies on origin and stem cells of lung cancers, as well as the possibility of developing molecularly targeted therapies based on these studies.
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Affiliation(s)
- Kiyomichi Tanaka
- Department of Stem Cell Pathology, Kansai Medical University, Hirakata, Japan
| | - Keiki Kumano
- Department of Stem Cell Pathology, Kansai Medical University, Hirakata, Japan
| | - Hiroo Ueno
- Department of Stem Cell Pathology, Kansai Medical University, Hirakata, Japan
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132
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Liu K, Huang W, Gao W, He W. Effect of combined 5-aza-2'deoxycytidine and cisplatin treatment on the P15 lung adenocarcinoma cell line. Oncol Lett 2015; 9:2007-2012. [PMID: 26137003 DOI: 10.3892/ol.2015.2986] [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: 05/15/2014] [Accepted: 02/10/2015] [Indexed: 11/06/2022] Open
Abstract
Aberrant promoter hypermethylation resulting in the epigenetic silencing of apoptosis-associated genes is a key process in the chemotherapeutic treatment of cancer. The nucleoside analog, 5-aza-2'deoxycytidine (DAC), inhibits the activity of DNA methyltransferase enzymes and is able to restore the expression levels of genes that have been silenced by aberrant DNA methylation. The aim of the present study was to investigate the effect of combined treatment with DAC and cisplatin (CDDP) on the lung adenocarcinoma cell line, P15. Growth inhibition was examined using a clone formation assay and growth inhibitory activities by cell counting during treatment with DAC alone, CDDP alone or DAC followed by CDDP. In addition, changes in the mRNA expression levels of various apoptosis-associated genes following treatment with increasing concentrations of DAC were determined using reverse transcription-polymerase chain reaction. Furthermore, terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL) analysis was used to detect the number of apoptotic P15 tumor cells following treatment with DAC and/or CDDP. The results indicated that DAC treatment alone restored the mRNA expression levels of p73, p16INK4a , B-cell lymphoma (Bcl)-2-associated agonist of cell death and Bcl-2-associated X protein. In addition, combined therapy with DAC and CDDP was found to significantly suppress the growth of P15 tumor cells compared with DAC or CDDP treatment alone. In conclusion, DAC may enhance the chemosensitivity of the P15 cell line to treatment with CDDP.
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Affiliation(s)
- Kaishan Liu
- Department of Pathology, School of Medicine, Jinan University, Guangzhou, Guangdong 510632, P.R. China
| | - Wenyan Huang
- Department of Pathology, School of Medicine, Jinan University, Guangzhou, Guangdong 510632, P.R. China
| | - Weisong Gao
- Department of Pathology, School of Medicine, Jinan University, Guangzhou, Guangdong 510632, P.R. China
| | - Wenfang He
- Department of Pathology, School of Medicine, Jinan University, Guangzhou, Guangdong 510632, P.R. China
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133
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Leng S, Liu Y, Weissfeld JL, Thomas CL, Han Y, Picchi MA, Edlund CK, Willink RP, Gaither Davis AL, Do KC, Nukui T, Zhang X, Burki EA, Van Den Berg D, Romkes M, Gauderman WJ, Crowell RE, Tesfaigzi Y, Stidley CA, Amos CI, Siegfried JM, Gilliland FD, Belinsky SA. 15q12 variants, sputum gene promoter hypermethylation, and lung cancer risk: a GWAS in smokers. J Natl Cancer Inst 2015; 107:djv035. [PMID: 25713168 DOI: 10.1093/jnci/djv035] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related mortality worldwide. Detection of promoter hypermethylation of tumor suppressor genes in exfoliated cells from the lung provides an assessment of field cancerization that in turn predicts lung cancer. The identification of genetic determinants for this validated cancer biomarker should provide novel insights into mechanisms underlying epigenetic reprogramming during lung carcinogenesis. METHODS A genome-wide association study using generalized estimating equations and logistic regression models was conducted in two geographically independent smoker cohorts to identify loci affecting the propensity for cancer-related gene methylation that was assessed by a 12-gene panel interrogated in sputum. All statistical tests were two-sided. RESULTS Two single nucleotide polymorphisms (SNPs) at 15q12 (rs73371737 and rs7179575) that drove gene methylation were discovered and replicated with rs73371737 reaching genome-wide significance (P = 3.3×10(-8)). A haplotype carrying risk alleles from the two 15q12 SNPs conferred 57% increased risk for gene methylation (P = 2.5×10(-9)). Rs73371737 reduced GABRB3 expression in lung cells and increased risk for smoking-induced chronic mucous hypersecretion. Furthermore, subjects with variant homozygote of rs73371737 had a two-fold increase in risk for lung cancer (P = .0043). Pathway analysis identified DNA double-strand break repair by homologous recombination (DSBR-HR) as a major pathway affecting susceptibility for gene methylation that was validated by measuring chromatid breaks in lymphocytes challenged by bleomycin. CONCLUSIONS A functional 15q12 variant was identified as a risk factor for gene methylation and lung cancer. The associations could be mediated by GABAergic signaling that drives the smoking-induced mucous cell metaplasia. Our findings also substantiate DSBR-HR as a critical pathway driving epigenetic gene silencing.
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Affiliation(s)
- Shuguang Leng
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Yushi Liu
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Joel L Weissfeld
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Cynthia L Thomas
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Younghun Han
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Maria A Picchi
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Christopher K Edlund
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Randall P Willink
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Autumn L Gaither Davis
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Kieu C Do
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Tomoko Nukui
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Xiequn Zhang
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Elizabeth A Burki
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - David Van Den Berg
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Marjorie Romkes
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - W James Gauderman
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Richard E Crowell
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Yohannes Tesfaigzi
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Christine A Stidley
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Christopher I Amos
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Jill M Siegfried
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Frank D Gilliland
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Steven A Belinsky
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS).
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Gene promoter methylation and DNA repair capacity in monozygotic twins with discordant smoking habits. MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS 2015; 779:57-64. [DOI: 10.1016/j.mrgentox.2015.01.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Revised: 12/11/2014] [Accepted: 01/13/2015] [Indexed: 11/24/2022]
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Cai Z, Xu D, Zhang Q, Zhang J, Ngai SM, Shao J. Classification of lung cancer using ensemble-based feature selection and machine learning methods. MOLECULAR BIOSYSTEMS 2014; 11:791-800. [PMID: 25512221 DOI: 10.1039/c4mb00659c] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Lung cancer is one of the leading causes of death worldwide. There are three major types of lung cancers, non-small cell lung cancer (NSCLC), small cell lung cancer (SCLC) and carcinoid. NSCLC is further classified into lung adenocarcinoma (LADC), squamous cell lung cancer (SQCLC) as well as large cell lung cancer. Many previous studies demonstrated that DNA methylation has emerged as potential lung cancer-specific biomarkers. However, whether there exists a set of DNA methylation markers simultaneously distinguishing such three types of lung cancers remains elusive. In the present study, ROC (Receiving Operating Curve), RFs (Random Forests) and mRMR (Maximum Relevancy and Minimum Redundancy) were proposed to capture the unbiased, informative as well as compact molecular signatures followed by machine learning methods to classify LADC, SQCLC and SCLC. As a result, a panel of 16 DNA methylation markers exhibits an ideal classification power with an accuracy of 86.54%, 84.6% and a recall 84.37%, 85.5% in the leave-one-out cross-validation (LOOCV) and independent data set test experiments, respectively. Besides, comparison results indicate that ensemble-based feature selection methods outperform individual ones when combined with the incremental feature selection (IFS) strategy in terms of the informative and compact property of features. Taken together, results obtained suggest the effectiveness of the ensemble-based feature selection approach and the possible existence of a common panel of DNA methylation markers among such three types of lung cancer tissue, which would facilitate clinical diagnosis and treatment.
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Affiliation(s)
- Zhihua Cai
- Affiliated Cancer Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, China
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Jin H, Chen JX, Wang H, Lu G, Liu A, Li G, Tu S, Lin Y, Yang CS. NNK-induced DNA methyltransferase 1 in lung tumorigenesis in A/J mice and inhibitory effects of (-)-epigallocatechin-3-gallate. Nutr Cancer 2014; 67:167-76. [PMID: 25437343 DOI: 10.1080/01635581.2015.976314] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
DNA methyltransferase 1 (DNMT1), a key enzyme mediating DNA methylation, is known to be elevated in various cancers, including the mouse lung tumors induced by the tobacco-specific carcinogen 4-(Methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). However, it is not known whether DNMT1 expression is induced right after NNK treatment and how DNMT1 expression varies throughout lung tumorigenesis. In the present study, we found that administration of NNK to A/J mice caused elevation of DNMT1 in bronchial epithelial cells at Days 1, 3, and 14 after NNK treatment. DNMT1 elevation at Day 1 was accompanied by an increase in phospho-histone H2AX (γ-H2AX) and phospho-AKT (p-AKT). At Weeks 5 to 20, NNK-induced DNMT1 in lung tissues was in lower levels than the early stages, but was highly elevated in lung tumors at Week 20. In addition, the early induction of p-AKT and γ-H2AX as well as cleaved caspase-3 in NNK-treated lung tissues was not detected at Weeks 5 to 20 but was elevated in lung tumors. In concordance with DNMT1 elevation, promoter hypermethylation of tumor suppressor genes Cdh13, Prdm2, and Runx3 was observed in lung tissues at Day 3 and in lung tumors. Treatment by EGCG attenuated DNMT1, p-AKT, and γ-H2AX inductions at Days 1 and 3 and inhibited lung tumorigenesis.
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Affiliation(s)
- Huanyu Jin
- a Susan Lehman Cullman Laboratory for Cancer Research, Department of Chemical Biology and Center for Cancer Prevention Research, Ernest Mario School of Pharmacy, Rutgers , The State University of New Jersey , Piscataway , New Jersey , USA
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137
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Suppression of TET1-dependent DNA demethylation is essential for KRAS-mediated transformation. Cell Rep 2014; 9:1827-1840. [PMID: 25466250 DOI: 10.1016/j.celrep.2014.10.063] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Revised: 09/23/2014] [Accepted: 10/25/2014] [Indexed: 12/31/2022] Open
Abstract
Hypermethylation-mediated tumor suppressor gene (TSG) silencing is a central epigenetic alteration in RAS-dependent tumorigenesis. Ten-eleven translocation (TET) enzymes can depress DNA methylation by hydroxylation of 5-methylcytosine (5mC) bases to 5-hydroxymethylcytosine (5hmC). Here, we report that suppression of TET1 is required for KRAS-induced DNA hypermethylation and cellular transformation. In distinct nonmalignant cell lines, oncogenic KRAS promotes transformation by inhibiting TET1 expression via the ERK-signaling pathway. This reduces chromatin occupancy of TET1 at TSG promoters, lowers levels of 5hmC, and increases levels of 5mC and 5mC-dependent transcriptional silencing. Restoration of TET1 expression by ERK pathway inhibition or ectopic TET1 reintroduction in KRAS-transformed cells reactivates TSGs and inhibits colony formation. KRAS knockdown increases TET1 expression and diminishes colony-forming ability, whereas KRAS/TET1 double knockdown bypasses the KRAS dependence of KRAS-addicted cancer cells. Thus, suppression of TET1-dependent DNA demethylation is critical for KRAS-mediated transformation.
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Miao Y, Wang L, Zhang X, Xu X, Jiang G, Fan C, Liu Y, Lin X, Yu J, Zhang Y, Wang E. Promoter methylation-mediated silencing of β-catenin enhances invasiveness of non-small cell lung cancer and predicts adverse prognosis. PLoS One 2014; 9:e112258. [PMID: 25396757 PMCID: PMC4232381 DOI: 10.1371/journal.pone.0112258] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 10/09/2014] [Indexed: 01/20/2023] Open
Abstract
β-Catenin plays dual role in adhesion complex formation and the Wnt signaling pathway. Although β-catenin expression appears to be upregulated and Wnt signaling pathway is activated in the majority of cancers, its expression level seems to be lost in non-small cell lung cancer (NSCLC). We previously reported that the promoter of β-catenin was hypermethylated in two NSCLC cell lines. In the current study, we expanded our analysis for the methylation status of β-catenin promoter region and its protein expression in seven NSCLC cell lines and a series of 143 cases of primary human lung cancer with adjacent non-neoplastic tissues. Quantitative methylation specific PCR (qMSP) analysis showed methylation of β-catenin promoter region in five NSCLC cell lines, with increased β-catenin protein levels upon 5′-Aza-2′-deoxycytidine (5-aza-dC) treatment. The methylation status in SPC (methylated) and A549 (unmethylated) was confirmed by bisulfite sequencing PCR. 5-Aza-dC treatment inhibited invasiveness of SPC but not A549. Immunofluorescence analysis showed membranous β-catenin expression was lost in SPC and could be re-established by 5-aza-dC, while Wnt3a treatment led to nuclear translocation of β-catenin in both SPC and A549. Dual-luciferase assays indicated that 5-aza-dC treatment caused no significant increase in Wnt signaling activity compared with Wnt3a treatment. The effect of demethylation agent in SPC can be reversed by β-catenin depletion but not E-cadherin depletion which indicated that the methylation mediated β-catenin silencing might enhance NSCLC invasion and metastasis in an E-cadherin independent manner. Subsequent immunohistochemistry results further confirmed that β-catenin promoter hypermethylation correlated with loss of immunoreactive protein expression, positive lymph node metastasis, high TNM stage and poor prognosis. The present study implicates β-catenin promoter hypermethylation in the mechanism of epigenetic changes underlying NSCLC metastasis and progression, thus indicating the potential of β-catenin as a novel epigenetic target for the treatment of NSCLC patients.
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Affiliation(s)
- Yuan Miao
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Liang Wang
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Xiupeng Zhang
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Xiaohan Xu
- 96K Seven-year Program of Medicine, China Medical University, Shenyang, China
| | - Guiyang Jiang
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Chuifeng Fan
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Yang Liu
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Xuyong Lin
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Juanhan Yu
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Yong Zhang
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
| | - Enhua Wang
- Department of Pathology, The First Hospital and College of Basic Medical Sciences of China Medical University, Shenyang, China
- * E-mail:
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Suzuki A, Makinoshima H, Wakaguri H, Esumi H, Sugano S, Kohno T, Tsuchihara K, Suzuki Y. Aberrant transcriptional regulations in cancers: genome, transcriptome and epigenome analysis of lung adenocarcinoma cell lines. Nucleic Acids Res 2014; 42:13557-72. [PMID: 25378332 PMCID: PMC4267666 DOI: 10.1093/nar/gku885] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Here we conducted an integrative multi-omics analysis to understand how cancers harbor various types of aberrations at the genomic, epigenomic and transcriptional levels. In order to elucidate biological relevance of the aberrations and their mutual relations, we performed whole-genome sequencing, RNA-Seq, bisulfite sequencing and ChIP-Seq of 26 lung adenocarcinoma cell lines. The collected multi-omics data allowed us to associate an average of 536 coding mutations and 13,573 mutations in promoter or enhancer regions with aberrant transcriptional regulations. We detected the 385 splice site mutations and 552 chromosomal rearrangements, representative cases of which were validated to cause aberrant transcripts. Averages of 61, 217, 3687 and 3112 mutations are located in the regulatory regions which showed differential DNA methylation, H3K4me3, H3K4me1 and H3K27ac marks, respectively. We detected distinct patterns of aberrations in transcriptional regulations depending on genes. We found that the irregular histone marks were characteristic to EGFR and CDKN1A, while a large genomic deletion and hyper-DNA methylation were most frequent for CDKN2A. We also used the multi-omics data to classify the cell lines regarding their hallmarks of carcinogenesis. Our datasets should provide a valuable foundation for biological interpretations of interlaced genomic and epigenomic aberrations.
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Affiliation(s)
- Ayako Suzuki
- Department of Medical Genome Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Hideki Makinoshima
- Division of TR, The Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Chiba, Japan
| | - Hiroyuki Wakaguri
- Department of Computational Biology, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Hiroyasu Esumi
- Division of TR, The Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Chiba, Japan
| | - Sumio Sugano
- Department of Medical Genome Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Takashi Kohno
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan Division of TR, The Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Tokyo, Japan
| | - Katsuya Tsuchihara
- Division of TR, The Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Chiba, Japan
| | - Yutaka Suzuki
- Department of Medical Genome Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan Department of Computational Biology, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
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Qiu X, Liang Y, Sellers RS, Perez-Soler R, Zou Y. Aerosol azacytidine inhibits orthotopic lung cancers in mice through Its DNA demethylation and gene reactivation effects. PLoS One 2014; 9:e109874. [PMID: 25347303 PMCID: PMC4210052 DOI: 10.1371/journal.pone.0109874] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 09/12/2014] [Indexed: 11/18/2022] Open
Abstract
We devised an aerosol based demethylation therapy to achieve therapeutic efficacy in premalignant or in situ lesions of lung cancer, without systemic toxicity. Optimum regimens of aerosolized azacytidine (Aza) were designed and used in orthotopic human non-small cell lung cancer xenograft models. The therapeutic efficacy and toxicity of aerosol Aza were compared with intravenously administered Aza. We observed that 80% of the droplets of the aerosol Aza measured ∼0.1–5 microns, which resulted in deposition in the lower bronchial airways. An animal model that phenocopies field carcinogeneisis in humans was developed by intratracheal inoculation of the human lung cancer cells in mice, thus resulting in their distribution throughout the entire airway space. Aerosolized Aza significantly prolonged the survival of mice bearing endo-bronchial lung tumors. The aerosol treatment did not cause any detectable lung toxicity or systemic toxicity. A pre-pharmacokinetic study in mice demonstrated that lung deposition of aerosolized Aza was significantly higher than the intravenous route. Lung tumors were resected after aerosol treatment and the methylation levels of 24 promoters of tumor-suppresser genes related to lung cancer were analyzed. Aerosol Aza significantly reduced the methylation level in 9 of these promoters and reexpressed several genes tested. In conclusion, aerosol Aza at non-cytotoxic doses appears to be effective and results in DNA demethylation and tumor suppressor gene re-expression. The therapeutic index of aerosol Aza is >100-fold higher than that of intravenous Aza. These results provide a preclinical rationale for a phase I clinical trial of aerosol Aza to be initiated at our Institution.
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Affiliation(s)
- Xuan Qiu
- Departments of Medicine, Division of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Yuanxin Liang
- Departments of Medicine, Division of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Rani S. Sellers
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Roman Perez-Soler
- Departments of Medicine, Division of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Yiyu Zou
- Departments of Medicine, Division of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY, United States of America
- * E-mail:
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141
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A peptide probe for the detection of neurokinin-1 receptor by disaggregation enhanced fluorescence and magnetic resonance signals. Sci Rep 2014; 4:6487. [PMID: 25270511 PMCID: PMC4180826 DOI: 10.1038/srep06487] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 09/09/2014] [Indexed: 01/05/2023] Open
Abstract
We report a novel peptide probe for the detection of neurokinin-1 receptor using disaggregation-caused signal enhancement. The probe was obtained via the aggregation of a modified substance P in a terpyridine-Fe (II) complex with Gd (III)-DOTA into well-defined nanostructures, which effectively weaken ligand fluorescence and slow the exchange rate of inner-sphere water molecules. This probe disaggregates upon binding to the neurokinin-1 receptor and activates the contrast agents to generate a fluorescent signal that positively enhances magnetic resonance imaging contrast and allows for the detection of overexpressed receptors on tumor cells and the identification of lung cancer using serum samples.
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Abstract
INTRODUCTION Computed tomography (CT) plays a central role in lung cancer diagnosis. However, CT has relatively low specificity, presenting a challenge in clinical settings. We previously identified 12 microRNAs (miRNAs) whose expressions in tumor tissues were associated with lung cancer. METHODS Using quantitative reverse transcriptase polymerase chain reaction, we aimed to identify miRNA biomarkers in sputum that could complement CT for diagnosis of lung cancer. RESULTS In a training set consisting of 66 lung cancer patients and 68 cancer-free smokers, 10 of the 12 miRNAs were differentially expressed between the cases and controls (p ≤ 0.01). From the miRNAs, a logistic regression model was built on the basis of miR-31 and miR-210, both of which had the best prediction for lung cancer, producing an area under receiver operating characteristic curve of 0.83. Combined use of the two miRNAs yielded 65.2% sensitivity and 89.7% specificity, CT had 93.9% sensitivity and 83.8% specificity for lung cancer diagnosis. Notably, combined analysis of the miRNA biomarkers and CT produced a higher specificity than does CT used alone (91.2% versus 83.8%; p < 0.05). The diagnostic performance of the biomarkers was confirmed in a testing set comprising 64 lung cancer patients and 73 cancer-free smokers. CONCLUSION The sputum miRNA biomarkers might be useful in improving CT for diagnosis of lung cancer, but further independent validation on an external and prospective cohort of patients is required.
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Qi Z, Yang DY, Cao J. Increased micro-RNA 17, 21, and 192 gene expressions improve early diagnosis in non-small cell lung cancer. Med Oncol 2014; 31:195. [DOI: 10.1007/s12032-014-0195-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Accepted: 08/13/2014] [Indexed: 12/13/2022]
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Dysregulated transcriptional and post-translational control of DNA methyltransferases in cancer. Cell Biosci 2014; 4:46. [PMID: 25949795 PMCID: PMC4422219 DOI: 10.1186/2045-3701-4-46] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 07/01/2014] [Indexed: 01/29/2023] Open
Abstract
Cancer is a leading cause of death worldwide. Aberrant promoter hypermethylation of CpG islands associated with tumor suppressor genes can lead to transcriptional silencing and result in tumorigenesis. DNA methyltransferases (DNMTs) are the enzymes responsible for DNA methylation and have been reported to be over-expressed in various cancers. This review highlights the current status of transcriptional and post-translational regulation of the DNMT expression and activity with a focus on dysregulation involved in tumorigenesis. The transcriptional up-regulation of DNMT gene expression can be induced by Ras-c-Jun signaling pathway, Sp1 and Sp3 zinc finger proteins and virus oncoproteins. Transcriptional repression on DNMT genes has also been reported for p53, RB and FOXO3a transcriptional regulators and corepressors. In addition, the low expressions of microRNAs 29 family, 143, 148a and 152 are associated with DNMTs overexpression in various cancers. Several important post-translational modifications including acetylation and phosphorylation have been reported to mediate protein stability and activity of the DNMTs especially DNMT1. In this review, we also discuss drugs targeting DNMT protein expression and activation for therapeutic strategy against cancer.
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Toiyama Y, Okugawa Y, Goel A. DNA methylation and microRNA biomarkers for noninvasive detection of gastric and colorectal cancer. Biochem Biophys Res Commun 2014; 455:43-57. [PMID: 25128828 DOI: 10.1016/j.bbrc.2014.08.001] [Citation(s) in RCA: 122] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2014] [Revised: 07/22/2014] [Accepted: 08/01/2014] [Indexed: 02/06/2023]
Abstract
Cancer initiation and progression is controlled by both genetic and epigenetic events. Epigenetics refers to the study of mechanisms that alter gene expression without permanently altering the DNA sequence. Epigenetic alterations are reversible and heritable, and include changes in histone modifications, DNA methylation, and non-coding RNA-mediated gene silencing. Disruption of epigenetic processes can lead to altered gene function and malignant cellular transformation. Aberrant epigenetic modifications occur at the earliest stages of neoplastic transformation and are now believed to be essential players in cancer initiation and progression. Recent advances in epigenetics have not only offered a deeper understanding of the underlying mechanism(s) of carcinogenesis, but have also allowed identification of clinically relevant putative biomarkers for the early detection, disease monitoring, prognosis and risk assessment of cancer patients. At this moment, DNA methylation and non-coding RNA including with microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) represent the largest body of available literature on epigenetic biomarkers with the highest potential for cancer diagnosis. Following identification of cell-free nucleic acids in systematic circulation, increasing evidence has demonstrated the potential of cell-free epigenetic biomarkers in the blood or other body fluids for cancer detection. In this article, we summarize the current state of knowledge on epigenetic biomarkers - primarily DNA methylation and non-coding RNAs - as potential substrates for cancer detection in gastric and colorectal cancer, the two most frequent cancers within the gastrointestinal tract. We also discuss the obstacles that have limited the routine use of epigenetic biomarkers in the clinical settings and provide our perspective on approaches that might help overcome these hurdles, so that these biomarkers can be readily developed for clinical management of cancer patients.
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Affiliation(s)
- Yuji Toiyama
- Gastrointestinal Cancer Research Laboratory, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, 3500 Gaston Avenue, Dallas, TX 75246, USA; Department of Gastrointestinal and Pediatric Surgery, Division of Reparative Medicine, Institute of Life Sciences, Graduate School of Medicine, Mie University, Mie 514-8507, Japan
| | - Yoshinaga Okugawa
- Gastrointestinal Cancer Research Laboratory, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, 3500 Gaston Avenue, Dallas, TX 75246, USA; Department of Gastrointestinal and Pediatric Surgery, Division of Reparative Medicine, Institute of Life Sciences, Graduate School of Medicine, Mie University, Mie 514-8507, Japan
| | - Ajay Goel
- Gastrointestinal Cancer Research Laboratory, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, 3500 Gaston Avenue, Dallas, TX 75246, USA.
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146
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Kapitskaya KY, Azhikina TL, Ponomaryova AA, Cherdyntseva NV, Vlasov VV, Laktionov PP, Rykova EY. MIRA analysis of RARβ2 gene methylation in DNA circulating in the blood in lung cancer. Bull Exp Biol Med 2014; 157:516-9. [PMID: 25110096 DOI: 10.1007/s10517-014-2604-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2013] [Indexed: 11/25/2022]
Abstract
Analysis of DNA epigenetic mutations in the blood circulating DNA is a prospective trend for creation of noninvasive methods for the diagnosis and treatment efficiency monitoring in cancer. The methylation status of target genes in circulating DNA was evaluated by methods based on preliminary bisulfite conversion of DNA. We used a different approach based on selection of hypermethylated sequences of circulating DNA by means of DNA-methyl-binding protein (methylated CpG island recovery assay, MIRA). Methylation was evaluated for RARβ2 tumor suppression gene in circulating DNA in lung cancer and a trend was detected to higher methylation of this gene in the patients in comparison with healthy donors.
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Affiliation(s)
- K Yu Kapitskaya
- Institute of Organic Biochemistry, the Russian Academy of Sciences, Moscow, Russia
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147
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Kamiyama H, Noda H, Konishi F, Rikiyama T. Molecular biomarkers for the detection of metastatic colorectal cancer cells. World J Gastroenterol 2014; 20:8928-8938. [PMID: 25083065 PMCID: PMC4112864 DOI: 10.3748/wjg.v20.i27.8928] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Revised: 01/29/2014] [Accepted: 04/03/2014] [Indexed: 02/06/2023] Open
Abstract
Approximately half of all patients with colorectal cancer develop local recurrence or distant metastasis during the course of their illness. Recently, the molecular detection of metastatic cancer cells in various types of clinical samples, such as lymph nodes, bone marrow, peripheral blood, and peritoneal lavage fluid, has been investigated as a potential prognostic marker. The prognostic value of molecular tumor cell detection was independent of the type of detection method used. As assays become more sensitive and quantitative, a more thorough assessment of the cancer status of patients will be based on molecular markers alone. At present, it is difficult to conclude that one specific molecular marker is superior to others. Comparative analyses are recommended to assess the prognostic impact of molecular analyses in the same patient and determine the biomarkers that provide the most accurate prognostic information.
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148
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Zhang Y, Qiu Z, Wei L, Tang R, Lian B, Zhao Y, He X, Xie L. Integrated analysis of mutation data from various sources identifies key genes and signaling pathways in hepatocellular carcinoma. PLoS One 2014; 9:e100854. [PMID: 24988079 PMCID: PMC4079600 DOI: 10.1371/journal.pone.0100854] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 05/28/2014] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Recently, a number of studies have performed genome or exome sequencing of hepatocellular carcinoma (HCC) and identified hundreds or even thousands of mutations in protein-coding genes. However, these studies have only focused on a limited number of candidate genes, and many important mutation resources remain to be explored. PRINCIPAL FINDINGS In this study, we integrated mutation data obtained from various sources and performed pathway and network analysis. We identified 113 pathways that were significantly mutated in HCC samples and found that the mutated genes included in these pathways contained high percentages of known cancer genes, and damaging genes and also demonstrated high conservation scores, indicating their important roles in liver tumorigenesis. Five classes of pathways that were mutated most frequently included (a) proliferation and apoptosis related pathways, (b) tumor microenvironment related pathways, (c) neural signaling related pathways, (d) metabolic related pathways, and (e) circadian related pathways. Network analysis further revealed that the mutated genes with the highest betweenness coefficients, such as the well-known cancer genes TP53, CTNNB1 and recently identified novel mutated genes GNAL and the ADCY family, may play key roles in these significantly mutated pathways. Finally, we highlight several key genes (e.g., RPS6KA3 and PCLO) and pathways (e.g., axon guidance) in which the mutations were associated with clinical features. CONCLUSIONS Our workflow illustrates the increased statistical power of integrating multiple studies of the same subject, which can provide biological insights that would otherwise be masked under individual sample sets. This type of bioinformatics approach is consistent with the necessity of making the best use of the ever increasing data provided in valuable databases, such as TCGA, to enhance the speed of deciphering human cancers.
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Affiliation(s)
- Yuannv Zhang
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhaoping Qiu
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lin Wei
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ruqi Tang
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Baofeng Lian
- Shanghai Center for Bioinformation Technology, Shanghai Academy of Science and Technology, Shanghai, China
| | - Yingjun Zhao
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xianghuo He
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- * E-mail: (XH); (LX)
| | - Lu Xie
- Shanghai Center for Bioinformation Technology, Shanghai Academy of Science and Technology, Shanghai, China
- * E-mail: (XH); (LX)
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149
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Wang SC, Lee TH, Hsu CH, Chang YJ, Chang MS, Wang YC, Ho YS, Wen WC, Lin RK. Antroquinonol D, isolated from Antrodia camphorata, with DNA demethylation and anticancer potential. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2014; 62:5625-35. [PMID: 24784321 DOI: 10.1021/jf4056924] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
DNA methyltransferase 1 (DNMT1) catalyzes DNA methylation and is overexpressed in various human diseases, including cancer. A rational approach to preventing tumorigenesis involves the use of pharmacologic inhibitors of DNA methylation; these inhibitors should reactivate tumor suppressor genes (TSGs) in tumor cells and restore tumor suppressor pathways. Antroquinonol D (3-demethoxyl antroquinonol), a new DNMT1 inhibitor, was isolated from Antrodia camphorata and identified using nuclear magnetic resonance. Antroquinonol D inhibited the growth of MCF7, T47D, and MDA-MB-231 breast cancer cells without harming normal MCF10A and IMR-90 cells. The SRB assay showed that the 50% growth inhibition (GI50) in MCF7, T47D, and MDA-MB-231 breast cancer cells following treatment with antroquinonol D was 8.01, 3.57, and 25.08 μM, respectively. d-Antroquinonol also inhibited the migratory ability of MDA-MB-231 breast cancer cells in wound healing and Transwell assays. In addition, antroquinonol D inhibited DNMT1 activity, as assessed by the DNMT1 methyltransferase activity assay. As the cofactor SAM level increased, the inhibitory effects of d-antroquinonol on DNMT1 gradually decreased. An enzyme activity assay and molecular modeling revealed that antroquinonol D is bound to the catalytic domain of DNMT1 and competes for the same binding pocket in the DNMT1 enzyme as the cofactor SAM, but does not compete for the binding pocket in the DNMT3B enzyme. An Illumina Methylation 450 K array-based assay and real-time PCR assay revealed that antroquinonol D decreased the methylation status and reactivated the expression of multiple TSGs in MDA-MB-231 breast cancer cells. In conclusion, we showed that antroquinonol D induces DNA demethylation and the recovery of multiple tumor suppressor genes, while inhibiting breast cancer growth and migration potential.
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Affiliation(s)
- Sheng-Chao Wang
- Graduate Institute of Pharmacognosy, Taipei Medical University , 250 Wu-Hsing Street Taipei, TW 110, Taiwan, R. O. C
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150
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Nawaz I, Qiu X, Wu H, Li Y, Fan Y, Hu LF, Zhou Q, Ernberg I. Development of a multiplex methylation specific PCR suitable for (early) detection of non-small cell lung cancer. Epigenetics 2014; 9:1138-48. [PMID: 24937636 DOI: 10.4161/epi.29499] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Lung cancer is a worldwide health problem and a leading cause of cancer-related deaths. Silencing of potential tumor suppressor genes (TSGs) by aberrant promoter methylation is an early event in the initiation and development of cancer. Thus, methylated cancer type-specific TSGs in DNA can serve as useful biomarkers for early cancer detection. We have now developed a "Multiplex Methylation Specific PCR" (MMSP) assay for analysis of the methylation status of multiple potential TSGs by a single PCR reaction. This method will be useful for early diagnosis and treatment outcome studies of non-small cell lung cancer (NSCLC). Genome-wide CpG methylation and expression microarrays were performed on lung cancer tissues and matched distant non-cancerous tissues from three NSCLC patients from China. Thirty-eight potential TSGs were selected and analyzed by methylation PCR on bisulfite treated DNA. On the basis of sensitivity and specificity, six marker genes, HOXA9, TBX5, PITX2, CALCA, RASSF1A, and DLEC1, were selected to establish the MMSP assay. This assay was then used to analyze lung cancer tissues and matched distant non-cancerous tissues from 70 patients with NSCLC, as well as 24 patients with benign pulmonary lesion as controls. The sensitivity of the assay was 99% (69/70). HOXA9 and TBX5 were the 2 most sensitive marker genes: 87% (61/70) and 84% (59/70), respectively. RASSF1A and DLEC1 showed the highest specificity at 99% (69/70). Using the criterion of identifying at least any two methylated marker genes, 61/70 cancer samples were positive, corresponding to a sensitivity of 87% and a specificity of 94%. Early stage I or II NSCLC could even be detected with a 100% specificity and 86% sensitivity. In conclusion, MMSP has the potential to be developed into a population-based screening tool and can be useful for early diagnosis of NSCLC. It might also be suitable for monitoring treatment outcome and recurrence.
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Affiliation(s)
- Imran Nawaz
- Department of Microbiology; Tumor and Cell Biology; Karolinska Institute; Stockholm, Sweden; Department of Microbiology; Faculty of Life Sciences; University of Balochistan; Quetta, Pakistan
| | - Xiaoming Qiu
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment; Tianjin Lung Cancer Institute; Tianjin Medical University General Hospital; Tianjin, PR China
| | - Heng Wu
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment; Tianjin Lung Cancer Institute; Tianjin Medical University General Hospital; Tianjin, PR China
| | - Yang Li
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment; Tianjin Lung Cancer Institute; Tianjin Medical University General Hospital; Tianjin, PR China
| | - Yaguang Fan
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment; Tianjin Lung Cancer Institute; Tianjin Medical University General Hospital; Tianjin, PR China
| | - Li-Fu Hu
- Department of Microbiology; Tumor and Cell Biology; Karolinska Institute; Stockholm, Sweden
| | - Qinghua Zhou
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment; Tianjin Lung Cancer Institute; Tianjin Medical University General Hospital; Tianjin, PR China
| | - Ingemar Ernberg
- Department of Microbiology; Tumor and Cell Biology; Karolinska Institute; Stockholm, Sweden
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