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Yan XX, Guo N, Ru SW, Wang ZY, Sui HJ, Xu YS, Yao ZD. The deficiency of 5-methylcytosine (5mC) and its ramification in the occurrence and prognosis of colon cancer. Medicine (Baltimore) 2023; 102:e34860. [PMID: 37653838 PMCID: PMC10470721 DOI: 10.1097/md.0000000000034860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 07/27/2023] [Accepted: 07/31/2023] [Indexed: 09/02/2023] Open
Abstract
The incidence and mortality of colon cancer are increasing, and effective biomarkers for its diagnosis are limited. 5-methylcytosine (5mC), a vital DNA methylation marker, plays important roles in gene expression, genomic imprinting, and transposon inhibition. This study aimed to identify the predictors of colon cancer prognosis and lay the foundation for research on therapeutic targets by detecting the levels of 5mC, 5-hydroxymethylcytosine (5hmC), 5-formyl cytosine (5fC), and 5-carboxylcytosine (5caC) in colon cancer and adjacent non-tumor tissues. A tissue microarray including 100 colon cancer tissue samples and 60 adjacent non-tumor tissue samples was used. The expression levels of 5mC and its ramifications were assessed by immunohistochemistry. According to the expression levels, patients were divided into moderately positive and strongly positive groups, and the correlation between clinicopathological characteristics and methylation marks was assessed using 2-sided chi-square tests. The prognostic values of 5mC, 5hmC, 5fC, and 5caC were tested using Kaplan-Meier analyses. Compared with adjacent non-tumor tissues, the overall levels of DNA methylation were lower in colon carcinoma lesions. However, the clinical parameters were not significantly associated with these methylation markers, except for 5hmC, which was associated with the age of cancer patients (P value = .043). Kaplan-Meier analysis disclosed that moderate positive group had a significantly shorter disease specific survival than strong positive group for patients with different levels of 5mC (65.2 vs 95.2 months, P = .014) and 5hmC (71.2 vs 97.5 months, P = .045). 5mC and its ramifications (5hmC, 5fC, and 5caC) can serve as biomarkers for colon cancer. 5mC and 5hmC are stable predictors and therapeutic targets in colon cancer. However, further understanding of its function will help to reveal the complex tumorigenic process and identify new therapeutic strategies.
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Affiliation(s)
- Xin-Xin Yan
- Department of Geriatric, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, P. R. China
| | - Na Guo
- Department of Geriatric, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, P. R. China
| | - Song-Wei Ru
- Department of Geriatric, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, P. R. China
| | - Zhi-Yuan Wang
- Department of Thoracic Surgery, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, P. R. China
| | - Hai-Juan Sui
- Department of Pharmacology, Jinzhou Medical University, Liaoning, P. R. China
| | - Yin-Shi Xu
- Outpatient Department, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, P. R. China
| | - Zhen-Dan Yao
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Gastrointestinal Surgery IV, Peking University Cancer Hospital and Institute, Beijing, P. R. China
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Zhang Y, Zhang L, Sun H, Liu Y, Xu J, Huang H, Fu J, Zhang D, Tian T, Zhao Y, Wang G. Inhibitory immune checkpoints PDCD-1 and LAG-3 hypermethylation may reduce the risk of colorectal cancer. Mol Med 2021; 27:114. [PMID: 34544358 PMCID: PMC8454079 DOI: 10.1186/s10020-021-00373-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 09/05/2021] [Indexed: 12/24/2022] Open
Abstract
Background Changes in DNA methylation of immunosuppressive checkpoints may impact express and consequently affect antigen processing and presentation by tumor cells and facilitates evasion of immunosurveillance and lead to colorectal cancer (CRC). This study is to investigate the effect of PDCD-1, LAG-3 methylation statuses in peripheral blood leukocytes on CRC risk. Methods GSE51032 dataset from Gene Expression Omnibus comprised of 166 CRC patients and 424 normal samples was used to identify significantly differentially methylated CpG sites of the two genes. A case–control study with 390 CRC patients and 397 cancer-free controls was carried out to validate the relationship between the methylation levels of the two genes and CRC susceptibility and then estimated their interactions with environmental factors on CRC risk. Results In the GSE51032 dataset, cg06291111 (PDCD-1) and cg10191002 (LAG-3) were screened as the candidate CpG sites for the following study. There were significant associations between hypermethylation of PDCD-1 and LAG-3 and lower risk of CRC (ORadj = 0.322, 95% CI 0.197–0.528; ORadj = 0.666, 95% CI 0.446–0.5996, respectively). Moreover, the results in case–control study showed similar trend, that hypermethylation of PDCD-1 and LAG-3 were associated with lower CRC risk (ORadj = 0.448, 95% CI 0.322–0.622; ORadj = 0.417, 95% CI 0.301–0.578, respectively). A synergistic interaction between LAG-3 hypermethylation and intake of eggs on CRC risk was observed. There were combination effects between hypermethylation of PDCD-1 and LAG-3 and environmental factors on CRC risk. Conclusions PDCD-1 and LAG-3 may potentially serve as blood-based predictive biomarkers for CRC risk. Supplementary Information The online version contains supplementary material available at 10.1186/s10020-021-00373-5.
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Affiliation(s)
- Yuanyuan Zhang
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Lei Zhang
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Hongru Sun
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Ying Liu
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Jing Xu
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Hao Huang
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Jinming Fu
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Ding Zhang
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China
| | - Tian Tian
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China.
| | - Yashuang Zhao
- Department of Epidemiology, Public Health College of Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China.
| | - Guiyu Wang
- Department of Colorectal Cancer Surgery, The Second Affiliated Hospital of Harbin Medical University, 246 Xuefu Street, Nangang District, Harbin, 150001, Heilongjiang, People's Republic of China.
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Onwuka JU, Li D, Liu Y, Huang H, Xu J, Liu Y, Zhang Y, Zhao Y. A panel of DNA methylation signature from peripheral blood may predict colorectal cancer susceptibility. BMC Cancer 2020; 20:692. [PMID: 32711505 PMCID: PMC7382833 DOI: 10.1186/s12885-020-07194-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 07/19/2020] [Indexed: 02/07/2023] Open
Abstract
Background Differential DNA methylation panel derived from peripheral blood could serve as biomarkers of CRC susceptibility. However, most of the previous studies utilized post-diagnostic blood DNA which may be markers of disease rather than susceptibility. In addition, only a few studies have evaluated the predictive potential of differential DNA methylation in CRC in a prospective cohort and on a genome-wide basis. The aim of this study was to identify a potential panel of DNA methylation biomarkers in peripheral blood that is associated with CRC risk and therefore serve as epigenetic biomarkers of disease susceptibility. Methods DNA methylation profile of a nested case-control study with 166 CRC and 424 healthy normal subjects were obtained from the Gene Expression Omnibus (GEO) database. The differentially methylated markers were identified by moderated t-statistics. The DNA methylation panel was constructed by stepwise logistic regression and the least absolute shrinkage and selection operator in the training dataset. A methylation risk score (MRS) model was constructed and the association between MRS and CRC risk assessed. Results We identified 48 differentially methylated CpGs sites, of which 33 were hypomethylated. Of these, sixteen-CpG based MRS that was associated with CRC risk (OR = 2.68, 95% CI: 2.13, 3.38, P < 0.0001) was constructed. This association is confirmed in the testing dataset (OR = 2.02, 95% CI: 1.48, 2.74, P < 0.0001) and persisted in both males and females, younger and older subjects, short and long time-to-diagnosis. The MRS also predicted CRC with AUC 0.82 (95% CI: 0.76, 0.88), indicating high accuracy. Conclusions Our study has identified a novel DNA methylation panel that is associated with CRC and could, if validated be useful for the prediction of CRC risk in the future.
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Affiliation(s)
- Justina Ucheojor Onwuka
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China
| | - Dapeng Li
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China
| | - Yupeng Liu
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China
| | - Hao Huang
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China
| | - Jing Xu
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China
| | - Ying Liu
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China
| | - Yuanyuan Zhang
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China
| | - Yashuang Zhao
- Department of Epidemiology, Public Health College, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150081, Heilongjiang Province, People's Republic of China.
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Amenyah SD, Hughes CF, Ward M, Rosborough S, Deane J, Thursby SJ, Walsh CP, Kok DE, Strain JJ, McNulty H, Lees-Murdock DJ. Influence of nutrients involved in one-carbon metabolism on DNA methylation in adults—a systematic review and meta-analysis. Nutr Rev 2020; 78:647-666. [DOI: 10.1093/nutrit/nuz094] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Abstract
Context
Aberrant DNA methylation is linked to various diseases. The supply of methyl groups for methylation reactions is mediated by S-adenosylmethionine, which depends on the availability of folate and related B vitamins.
Objectives
To investigate the influence of key nutrients involved in 1-carbon metabolism on DNA methylation in adults.
Data sources
Systematic literature searches were conducted in the Cochrane Library, Medline, Embase, Cumulative Index to Nursing and Allied Health Literature Plus, Scopus, and Web of Science databases. Studies that met the inclusion criteria and were published in English were included.
Data extraction
The first author, study design, sample size, population characteristics, type and duration of intervention, tissue type or cells analyzed, molecular techniques, and DNA methylation outcomes.
Data synthesis
A meta-analysis of randomized, controlled trials (RCTs) was conducted to investigate the effect of 1-carbon metabolism nutrients on global DNA methylation. Functional analysis and visualization were performed using BioVenn software.
Results
From a total of 2620 papers screened by title, 53 studies met the inclusion criteria. Qualitative analysis indicated significant associations between 1-carbon metabolism nutrients and DNA methylation. In meta-analysis of RCTs stratified by method of laboratory analysis, supplementation with folic acid alone or in combination with vitamin B12 significantly increased global DNA methylation in studies using liquid chromatography–mass spectrometry, which had markedly lower heterogeneity (n = 3; Z = 3.31; P = 0.0009; I2 = 0%) in comparison to other methods. Functional analysis highlighted a subset of 12 differentially methylated regions that were significantly related to folate and vitamin B12 biomarkers.
Conclusion
This study supports significant associations between 1-carbon metabolism nutrients and DNA methylation. However, standardization of DNA methylation techniques is recommended to reduce heterogeneity and facilitate comparison across studies.
Systematic Review registration
PROSPERO registration number: CRD42018091898.
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Affiliation(s)
- Sophia D Amenyah
- Genomic Medicine Research Group, School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Catherine F Hughes
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Mary Ward
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Samuel Rosborough
- Genomic Medicine Research Group, School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Jennifer Deane
- Genomic Medicine Research Group, School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Sara-Jayne Thursby
- Genomic Medicine Research Group, School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Colum P Walsh
- Genomic Medicine Research Group, School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Dieuwertje E Kok
- Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
| | - J J Strain
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Helene McNulty
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
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Fouad MA, Salem SE, Hussein MM, Zekri ARN, Hafez HF, El Desouky ED, Shouman SA. Impact of Global DNA Methylation in Treatment Outcome of Colorectal Cancer Patients. Front Pharmacol 2018; 9:1173. [PMID: 30405408 PMCID: PMC6201055 DOI: 10.3389/fphar.2018.01173] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2018] [Accepted: 09/28/2018] [Indexed: 12/16/2022] Open
Abstract
Background: Global DNA methylation has an impact in cancer pathogenesis and progression. This study aimed at investigating the impact of global DNA methylation in treatment outcome of Colorectal Cancer (CRC). Patients and Methods: Global DNA methylation was measured by LC/MS/MS in peripheral blood leucocytes of 102, 48, and 32 Egyptian CRC patients at baseline and after 3 and 6 months of Fluoropyrimidine (FP) therapy respectively, in addition to 32 normal healthy matched in age and sex. The genetic expressions of DNA methyl transferases (DNMTs) were determined and correlated with patients‘ survival using univariate and multivariate methods of analyses. Results: Egyptian CRC patients had significant global hypomethylation of 5mC level and 5mC % with overexpression of DNMT3A and DNMT3B. Significant higher 5mC levels were shown in patients > 45 years, male gender, T2 tumors, stage II, negative lymph nodes, and absence of metastasis. FP therapy significantly reduced DNA methylation particularly in the subgroups of patients with high DNA methylation level at baseline and good prognostic features. After 3 years of follow up, patients with 5mC % > 8.02% had significant poor overall survival (OS) while, significant better event-free survival (EFS) was found in patients with 5mC level > 0.55. High initial CEA level and presence of metastasis were significantly associated with hazards of disease progression and death. Conclusion: Global DNA methylation has a significant impact on the treatment outcome and survival of Egyptian CRC patients treated with FP- based therapy.
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Affiliation(s)
- Mariam A Fouad
- Pharmacology Unit, Department of Cancer Biology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Salem E Salem
- Department of Medical Oncology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Marwa M Hussein
- Department of Medical Oncology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Abdel Rahman N Zekri
- Virology and Immunology Unit, Department of Cancer Biology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Hafez F Hafez
- Pharmacology Unit, Department of Cancer Biology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Eman D El Desouky
- Department of Biostatistics and Epidemiology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Samia A Shouman
- Pharmacology Unit, Department of Cancer Biology, National Cancer Institute, Cairo University, Cairo, Egypt
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Han Y, Xu J, Kim J, Wu X, Gu J. LINE-1 methylation in peripheral blood leukocytes and clinical characteristics and prognosis of prostate cancer patients. Oncotarget 2017; 8:94020-94027. [PMID: 29212206 PMCID: PMC5706852 DOI: 10.18632/oncotarget.21511] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 09/18/2017] [Indexed: 11/25/2022] Open
Abstract
Global DNA methylation of long interspersed nucleotide elements (LINE-1) in leukocytes has been suggested to be a risk factor for a few cancers. There has been no report of LINE-1 methylation in leukocytes as a risk factor for aggressive prostate cancer at diagnosis and prognosis after treatments. In this study, we measured the leukocyte DNA methylation of LINE-1 in 795 PCa patients and compared the methylation levels across different clinical subgroups. We then determined the association of LINE-1 methylation in leukocytes with clinicopathological variables at diagnosis using logistic regression analysis and biochemical recurrence in patients receiving active treatments (prostatectomy and radiotherapy) using Cox proportional hazard model after adjusting for age, BMI, smoking status, pack year, D’Amico risk groups, and treatments. Overall, the DNA methylation of LINE-1 was not associated with the risk of being diagnosed with high-risk prostate cancer or the risk of biochemical recurrence upon active treatments. Future studies are warranted to investigate other types of repetitive element methylation and longitudinal changes of global methylation in relation to prostate cancer risk and prognosis.
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Affiliation(s)
- Yuyan Han
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Junfeng Xu
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Jeri Kim
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Xifeng Wu
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Jian Gu
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
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Zhang T, Cui G, Yao YL, Wang QC, Gu HG, Li XN, Zhang H, Feng WM, Shi QL, Cui W. Value of CNRIP1 promoter methylation in colorectal cancer screening and prognosis assessment and its influence on the activity of cancer cells. Arch Med Sci 2017; 13:1281-1294. [PMID: 29181058 PMCID: PMC5701694 DOI: 10.5114/aoms.2017.65829] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Accepted: 09/21/2016] [Indexed: 01/25/2023] Open
Abstract
INTRODUCTION The aim of the study was to investigate the effect of CNRIP1 promoter methylation on the proliferative, invasive and migration potential of colorectal cancer cells, including its potential use for the early detection and prognostic assessment of colorectal cancer. MATERIAL AND METHODS Quantitative methylation-specific PCR (qMSP) was used to detect the methylation status of the CNRIP1 promoter region in peripheral blood samples drawn from patients with colorectal adenocarcinoma, benign colorectal adenoma, and matched healthy controls. Putative CpG methylation sites were then pyrosequenced. We subsequently suppressed CNRIP1 methylation within colon cancer cells via treatment with 5-azacytidine and overexpressed colon cancer cells by transfection with a CNRIP1-overexpression pcDNA3.0 plasmid. Thereafter, the CNRIP1 methylation status and mRNA and protein expressions levels were determined. Finally, the proliferative, invasive and migration abilities of cell lines were determined with the CCK-8 and Transwell cell assays. RESULTS There were differences in the methylation status at loci 2216, 2226, 2231, 2245, and 2254 within the promoter region of CNRIP1 between patients with colorectal adenocarcinoma, colorectal adenoma, and healthy volunteers. The methylation status of CpG sequence 2245 significantly correlated with tumor diameter, invasion depth, TNM stage, grade, and lymph node metastasis (p < 0.05). The proliferative, invasive and migration abilities of colon cancer cells treated with 5-azaC or transfected with a CNRIP1-overexpression plasmid were significantly impaired relative to negative controls (p < 0.05). CONCLUSIONS The methylation status at locus 2245 within the CNRIP1 promoter region has potential value for the early detection and prognostic evaluation of colorectal cancers. Demethylation of the CNRIP1 promoter or overexpression of CNRIP1 can reduce the proliferative and migration abilities of colon cancer cells.
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Affiliation(s)
- Ting Zhang
- Department of Pathology, School of Medicine, Huzhou University, Huzhou, China
| | - Ge Cui
- Department of Pathology, First Affiliated Hospital of Huzhou University, Huzhou, China
| | - Yun-Liang Yao
- Department of Microbiology and Immunology, School of Medicine, Huzhou University, Huzhou, China
| | - Qi-Chun Wang
- Department of Pathology, School of Medicine, Huzhou University, Huzhou, China
| | - Hong-Guang Gu
- Department of Pathology, School of Medicine, Huzhou University, Huzhou, China
| | - Xi-Ning Li
- Department of Pathology, School of Medicine, Huzhou University, Huzhou, China
| | - Hui Zhang
- Department of Microbiology and Immunology, School of Medicine, Huzhou University, Huzhou, China
| | - Wen-Ming Feng
- Department of Surgery, First Affiliated Hospital of Huzhou University, Huzhou, China
| | - Qi-Lin Shi
- Department of Pathology, First Affiliated Hospital of Huzhou University, Huzhou, China
| | - Weiwei Cui
- Department of Pharmacy, Zichuan District Hospital, Zibo, Shangdong, China
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Liu Y, Wang Y, Hu F, Sun H, Zhang Z, Wang X, Luo X, Zhu L, Huang R, Li Y, Li G, Li X, Lin S, Wang F, Liu Y, Rong J, Yuan H, Zhao Y. Multiple gene-specific DNA methylation in blood leukocytes and colorectal cancer risk: a case-control study in China. Oncotarget 2017; 8:61239-61252. [PMID: 28977860 PMCID: PMC5617420 DOI: 10.18632/oncotarget.18054] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Accepted: 04/07/2017] [Indexed: 12/17/2022] Open
Abstract
The relationship between gene-specific DNA methylation in peripheral blood leukocytes and colorectal cancer (CRC) susceptibility is unclear. In this case-control study, the methylation status of a panel of 10 CRC-related genes in 428 CRC cases and 428 cancer-free controls were detected with methylation-sensitive high-resolution melting analysis. We calculated a weighted methylation risk score (MRS) that comprehensively combined the methylation status of the panel of 10 genes and found that the MRS_10 was significantly associated with CRC risk. Compared with MRS-Low group, MRS-High group and MRS-Medium group exhibited a 6.51-fold (95% CI, 3.77-11.27) and 3.85-fold (95% CI, 2.72-5.45) increased risk of CRC, respectively. Moreover, the CRC risk increased with increasing MRS_10 (Ptrend < 0.0001). Stratified analyses demonstrated that the significant association retained in both men and women, younger and older, and normal weight or underweight and overweight or obese subjects. The area under the receiver operating characteristic curves for the MRS_10 model was 69.04% (95% CI, 65.57-72.66%) and the combined EF and MRS_10 model yielded an AUC of 79.12% (95% CI, 76.22-82.15%). Together, the panel of 10 gene-specific DNA methylation in leukocytes was strongly associated with the risk of CRC and might be a useful marker of susceptibility for CRC.
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Affiliation(s)
- Yupeng Liu
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Yibaina Wang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Fulan Hu
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Hongru Sun
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Zuoming Zhang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Xuan Wang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Xiang Luo
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Lin Zhu
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Rong Huang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Yan Li
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Guangxiao Li
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Xia Li
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Shangqun Lin
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Fan Wang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Yanhong Liu
- Department of Clinical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Jiesheng Rong
- Department of Orthopedics Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Huiping Yuan
- Key Laboratory of Ophthalmology, Department of Ophthalmology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
| | - Yashuang Zhao
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin 150081, Heilongjiang Province, The People's Republic of China
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Durso DF, Bacalini MG, Sala C, Pirazzini C, Marasco E, Bonafé M, do Valle ÍF, Gentilini D, Castellani G, Faria AMC, Franceschi C, Garagnani P, Nardini C. Acceleration of leukocytes' epigenetic age as an early tumor and sex-specific marker of breast and colorectal cancer. Oncotarget 2017; 8:23237-23245. [PMID: 28423572 PMCID: PMC5410300 DOI: 10.18632/oncotarget.15573] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 02/12/2017] [Indexed: 01/12/2023] Open
Abstract
Changes in blood epigenetic age have been associated with several pathological conditions and have recently been described to anticipate cancer development. In this work, we analyze a publicly available leukocytes methylation dataset to evaluate the relation between DNA methylation age and the prospective development of specific types of cancer. We calculated DNA methylation age acceleration using five state-of-the-art estimators (three multi-site: Horvath, Hannum, Weidner; and two CpG specific: ELOV2 and FHL2) in a cohort including 845 subjects from the EPIC-Italy project and we compared 424 samples that remained cancer-free over the approximately ten years of follow-up with 235 and 166 subjects who developed breast and colorectal cancer, respectively. We show that the epigenetic age estimated from blood DNA methylation data is statistically significantly associated to future breast and male colorectal cancer development. These results are corroborated by survival analysis that shows significant association between age acceleration and cancer incidence suggesting that the chance of developing age-related diseases may be predicted by circulating epigenetic markers, with a dependence upon tumor type, sex and age estimator. These are encouraging results towards the non-invasive and perspective usage of epigenetic biomarkers.
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Affiliation(s)
- Danielle Fernandes Durso
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
- National Counsel of Technological and Scientific Development (CNPq), Ministry of Science Technology and Innovation (MCTI), Brasilia, Brazil
| | | | - Claudia Sala
- Department of Physics and Astronomy, University of Bologna, Bologna, Italy
- Clinical Chemistry, Department of Laboratory Medicine, Karolinska Institutet at Huddinge University Hospital, Stockholm, Sweden
| | - Chiara Pirazzini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Elena Marasco
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Massimiliano Bonafé
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | | | - Davide Gentilini
- Istituto Auxologico Italiano IRCCS, Cusano Milanino, Milan, Italy
| | - Gastone Castellani
- Department of Physics and Astronomy, University of Bologna, Bologna, Italy
- Clinical Chemistry, Department of Laboratory Medicine, Karolinska Institutet at Huddinge University Hospital, Stockholm, Sweden
| | - Ana Maria Caetano Faria
- Biochemistry and Immunology Department, Biological Sciences Institute, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | | | - Paolo Garagnani
- Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy
- Applied Biomedical Research Center, S. Orsola-Malpighi Polyclinic, Bologna, Italy
- Interdepartmental Center “L. Galvani”, University of Bologna, Bologna, Italy
- Clinical Chemistry, Department of Laboratory Medicine, Karolinska Institutet at Huddinge University Hospital, Stockholm, Sweden
| | - Christine Nardini
- Personal Genomics S.r.l., Verona, Italy
- CNR IAC “Mauro Picone”, Rome, Italy
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10
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Wu Y, Yu J, Ma Y, Wang F, Liu H. miR-148a and miR-375 may serve as predictive biomarkers for early diagnosis of laryngeal carcinoma. Oncol Lett 2016; 12:871-878. [PMID: 27446362 PMCID: PMC4950576 DOI: 10.3892/ol.2016.4707] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2015] [Accepted: 03/18/2016] [Indexed: 12/29/2022] Open
Abstract
The role of microRNAs (miRs) as possible biomarkers and therapy targets has been extensively investigated in a number of types of cancer. However, the aberrant expression of miRs in laryngeal squamous cell carcinoma (LSCC), particularly during the progression of the disease, is poorly understood. In the present study, the role of miRs as possible novel early pre-diagnostic biomarkers of LSCC was investigated. TaqMan probe stem-loop quantitative polymerase chain reaction was utilized to accurately measure the amount of miR-148a and miR-375 in clinical samples of mild dysplasia, moderate dysplasia, severe dysplasia, cancer in situ, laryngeal cancer and normal epithelial controls. The application of miR-148a and miR-375 as potential predictive biomarkers for early diagnosis of LSCC was analyzed. The results of the present study suggested that miR-148a and miR-375 were significantly upregulated in LSCC tissues, and increased expression of miR-375 was associated with a more aggressive phenotype of LSCC. Additional investigation revealed that miR-148a and miR-375 increased during different dysplasia stages of LSCC carcinogenesis, and high-level expression of miR-148a or miR-375 in patients with laryngeal dysplasia may predict subsequent malignant transformation. miR-148a and miR-375 were significantly upregulated during LSCC carcinogenesis and may serve as possible predictive biomarkers for early diagnosis of LSCC.
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Affiliation(s)
- Ying Wu
- Department of Pathology, Beijing Key Laboratory of Head and Neck Molecular Diagnostic Pathology, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, P.R. China
| | - Jia Yu
- Department of Biochemistry and Molecular Biology, State Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, School of Basic Medicine Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Yanni Ma
- Department of Biochemistry and Molecular Biology, State Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, School of Basic Medicine Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Fang Wang
- Department of Biochemistry and Molecular Biology, State Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, School of Basic Medicine Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Honggang Liu
- Department of Pathology, Beijing Key Laboratory of Head and Neck Molecular Diagnostic Pathology, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, P.R. China
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11
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Abstract
Constitutional epimutation, which is an aberration in gene expression due to an altered epigenotype that is widely distributed in normal tissues (albeit frequently mosaic), provides an alternative mechanism to genetic mutation for cancer predisposition. Observational studies in cancer-affected families have revealed intergenerational inheritance of constitutional epimutation, providing unique insights into the heritability of epigenetic traits in humans. In this Opinion article, the potential contribution of constitutional epimutation to the 'missing' causality and heritability of cancer is explored.
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Affiliation(s)
- Megan P Hitchins
- Department of Medicine (Oncology), Stanford Cancer Institute, Stanford University, Grant Building S169, 1291 Welch Road, Stanford, California 94305, USA
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12
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Langie SAS, Koppen G, Desaulniers D, Al-Mulla F, Al-Temaimi R, Amedei A, Azqueta A, Bisson WH, Brown DG, Brunborg G, Charles AK, Chen T, Colacci A, Darroudi F, Forte S, Gonzalez L, Hamid RA, Knudsen LE, Leyns L, Lopez de Cerain Salsamendi A, Memeo L, Mondello C, Mothersill C, Olsen AK, Pavanello S, Raju J, Rojas E, Roy R, Ryan EP, Ostrosky-Wegman P, Salem HK, Scovassi AI, Singh N, Vaccari M, Van Schooten FJ, Valverde M, Woodrick J, Zhang L, van Larebeke N, Kirsch-Volders M, Collins AR. Causes of genome instability: the effect of low dose chemical exposures in modern society. Carcinogenesis 2015; 36 Suppl 1:S61-88. [PMID: 26106144 DOI: 10.1093/carcin/bgv031] [Citation(s) in RCA: 128] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Genome instability is a prerequisite for the development of cancer. It occurs when genome maintenance systems fail to safeguard the genome's integrity, whether as a consequence of inherited defects or induced via exposure to environmental agents (chemicals, biological agents and radiation). Thus, genome instability can be defined as an enhanced tendency for the genome to acquire mutations; ranging from changes to the nucleotide sequence to chromosomal gain, rearrangements or loss. This review raises the hypothesis that in addition to known human carcinogens, exposure to low dose of other chemicals present in our modern society could contribute to carcinogenesis by indirectly affecting genome stability. The selected chemicals with their mechanisms of action proposed to indirectly contribute to genome instability are: heavy metals (DNA repair, epigenetic modification, DNA damage signaling, telomere length), acrylamide (DNA repair, chromosome segregation), bisphenol A (epigenetic modification, DNA damage signaling, mitochondrial function, chromosome segregation), benomyl (chromosome segregation), quinones (epigenetic modification) and nano-sized particles (epigenetic pathways, mitochondrial function, chromosome segregation, telomere length). The purpose of this review is to describe the crucial aspects of genome instability, to outline the ways in which environmental chemicals can affect this cancer hallmark and to identify candidate chemicals for further study. The overall aim is to make scientists aware of the increasing need to unravel the underlying mechanisms via which chemicals at low doses can induce genome instability and thus promote carcinogenesis.
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Affiliation(s)
- Sabine A S Langie
- Environmental Risk and Health Unit, Flemish Institute for Technological Research (VITO), Boeretang 200, 2400 Mol, Belgium, Health Canada, Environmental Health Sciences and Research Bureau, Environmental Health Centre, Ottawa, Ontario K1A0K9, Canada, Department of Pathology, Kuwait University, Safat 13110, Kuwait, Department of Experimental and Clinical Medicine, University of Firenze, Florence 50134, Italy, Department of Pharmacology and Toxicology, Faculty of Pharmacy, University of Navarra, Pamplona 31009, Spain, Environmental and Molecular Toxicology, Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA, Department of Environmental and Radiological Health Sciences/Food Science and Human Nutrition, College of Veterinary Medicine and Biomedical Sciences, Colorado State University/Colorado School of Public Health, Fort Collins, CO 80523-1680, USA, Department of Chemicals and Radiation, Division of Environmental Medicine, Norwegian Institute of Public Health, PO Box 4404, N-0403 Oslo, Norway, Hopkins Building, School of Biological Sciences, University of Reading, Reading, Berkshire RG6 6UB, UK, Division of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA, Center for Environmental Carcinogenesis and Risk Assessment, Environmental Protection and Health Prevention Agency, Bologna 40126, Italy, Human and Environmental Safety Research, Department of Health Sciences, College of North Atlantic, Doha, State of Qatar, Mediterranean Institute of Oncology, 95029 Viagrande, Italy, Laboratory for Cell Genetics, Vrije Universiteit Brussel, Brussels 1050, Belgium, Department of Biomedical Science, Faculty of Medicine and Health Sciences, University Putra, Serdang 43400, Selangor, Malaysia, University of Copenhagen, Department of Public Health, Copenhagen 1353, Denmark, Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy, Medical Phys
| | - Gudrun Koppen
- Environmental Risk and Health Unit, Flemish Institute for Technological Research (VITO), Boeretang 200, 2400 Mol, Belgium, Health Canada, Environmental Health Sciences and Research Bureau, Environmental Health Centre, Ottawa, Ontario K1A0K9, Canada, Department of Pathology, Kuwait University, Safat 13110, Kuwait, Department of Experimental and Clinical Medicine, University of Firenze, Florence 50134, Italy, Department of Pharmacology and Toxicology, Faculty of Pharmacy, University of Navarra, Pamplona 31009, Spain, Environmental and Molecular Toxicology, Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA, Department of Environmental and Radiological Health Sciences/Food Science and Human Nutrition, College of Veterinary Medicine and Biomedical Sciences, Colorado State University/Colorado School of Public Health, Fort Collins, CO 80523-1680, USA, Department of Chemicals and Radiation, Division of Environmental Medicine, Norwegian Institute of Public Health, PO Box 4404, N-0403 Oslo, Norway, Hopkins Building, School of Biological Sciences, University of Reading, Reading, Berkshire RG6 6UB, UK, Division of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA, Center for Environmental Carcinogenesis and Risk Assessment, Environmental Protection and Health Prevention Agency, Bologna 40126, Italy, Human and Environmental Safety Research, Department of Health Sciences, College of North Atlantic, Doha, State of Qatar, Mediterranean Institute of Oncology, 95029 Viagrande, Italy, Laboratory for Cell Genetics, Vrije Universiteit Brussel, Brussels 1050, Belgium, Department of Biomedical Science, Faculty of Medicine and Health Sciences, University Putra, Serdang 43400, Selangor, Malaysia, University of Copenhagen, Department of Public Health, Copenhagen 1353, Denmark, Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy, Medical Phys
| | - Daniel Desaulniers
- Health Canada, Environmental Health Sciences and Research Bureau, Environmental Health Centre, Ottawa, Ontario K1A0K9, Canada
| | - Fahd Al-Mulla
- Department of Pathology, Kuwait University, Safat 13110, Kuwait
| | | | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, University of Firenze, Florence 50134, Italy
| | - Amaya Azqueta
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, University of Navarra, Pamplona 31009, Spain
| | - William H Bisson
- Environmental and Molecular Toxicology, Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA
| | - Dustin G Brown
- Department of Environmental and Radiological Health Sciences/Food Science and Human Nutrition, College of Veterinary Medicine and Biomedical Sciences, Colorado State University/Colorado School of Public Health, Fort Collins, CO 80523-1680, USA
| | - Gunnar Brunborg
- Department of Chemicals and Radiation, Division of Environmental Medicine, Norwegian Institute of Public Health, PO Box 4404, N-0403 Oslo, Norway
| | - Amelia K Charles
- Hopkins Building, School of Biological Sciences, University of Reading, Reading, Berkshire RG6 6UB, UK
| | - Tao Chen
- Division of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA
| | - Annamaria Colacci
- Center for Environmental Carcinogenesis and Risk Assessment, Environmental Protection and Health Prevention Agency, Bologna 40126, Italy
| | - Firouz Darroudi
- Human and Environmental Safety Research, Department of Health Sciences, College of North Atlantic, Doha, State of Qatar
| | - Stefano Forte
- Mediterranean Institute of Oncology, 95029 Viagrande, Italy
| | - Laetitia Gonzalez
- Laboratory for Cell Genetics, Vrije Universiteit Brussel, Brussels 1050, Belgium
| | - Roslida A Hamid
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, University Putra, Serdang 43400, Selangor, Malaysia
| | - Lisbeth E Knudsen
- University of Copenhagen, Department of Public Health, Copenhagen 1353, Denmark
| | - Luc Leyns
- Laboratory for Cell Genetics, Vrije Universiteit Brussel, Brussels 1050, Belgium
| | | | - Lorenzo Memeo
- Mediterranean Institute of Oncology, 95029 Viagrande, Italy
| | - Chiara Mondello
- Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy
| | - Carmel Mothersill
- Medical Physics & Applied Radiation Sciences, McMaster University, Hamilton, Ontario L8S4L8, Canada
| | - Ann-Karin Olsen
- Department of Chemicals and Radiation, Division of Environmental Medicine, Norwegian Institute of Public Health, PO Box 4404, N-0403 Oslo, Norway
| | - Sofia Pavanello
- Department of Cardiac, Thoracic and Vascular Sciences, Unit of Occupational Medicine, University of Padova, Padova 35128, Italy
| | - Jayadev Raju
- Toxicology Research Division, Bureau of Chemical Safety Food Directorate, Health Products and Food Branch Health Canada, Ottawa, Ontario K1A0K9, Canada
| | - Emilio Rojas
- Departamento de Medicina Genomica y Toxicologia Ambiental, Instituto de Investigaciones Biomedicas, Universidad Nacional Autonoma de México, México CP 04510, México
| | - Rabindra Roy
- Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Elizabeth P Ryan
- Department of Environmental and Radiological Health Sciences/Food Science and Human Nutrition, College of Veterinary Medicine and Biomedical Sciences, Colorado State University/Colorado School of Public Health, Fort Collins, CO 80523-1680, USA
| | - Patricia Ostrosky-Wegman
- Departamento de Medicina Genomica y Toxicologia Ambiental, Instituto de Investigaciones Biomedicas, Universidad Nacional Autonoma de México, México CP 04510, México
| | - Hosni K Salem
- Urology Department, kasr Al-Ainy School of Medicine, Cairo University, El Manial, Cairo 12515, Egypt
| | - A Ivana Scovassi
- Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy
| | - Neetu Singh
- Centre for Advanced Research, King George's Medical University, Chowk, Lucknow 226003, Uttar Pradesh, India
| | - Monica Vaccari
- Center for Environmental Carcinogenesis and Risk Assessment, Environmental Protection and Health Prevention Agency, Bologna 40126, Italy
| | - Frederik J Van Schooten
- Department of Toxicology, NUTRIM School for Nutrition, Toxicology and Metabolism, Maastricht University, 6200MD, PO Box 61, Maastricht, The Netherlands
| | - Mahara Valverde
- Departamento de Medicina Genomica y Toxicologia Ambiental, Instituto de Investigaciones Biomedicas, Universidad Nacional Autonoma de México, México CP 04510, México
| | - Jordan Woodrick
- Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Luoping Zhang
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA 94720-7360, USA
| | - Nik van Larebeke
- Laboratory for Analytical and Environmental Chemistry, Vrije Universiteit Brussel, Brussels 1050, Belgium, Study Centre for Carcinogenesis and Primary Prevention of Cancer, Ghent University, Ghent 9000, Belgium
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13
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Neale RE, Clark PJ, Fawcett J, Fritschi L, Nagler BN, Risch HA, Walters RJ, Crawford WJ, Webb PM, Whiteman DC, Buchanan DD. Association between hypermethylation of DNA repetitive elements in white blood cell DNA and pancreatic cancer. Cancer Epidemiol 2014; 38:576-82. [DOI: 10.1016/j.canep.2014.08.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2014] [Revised: 08/14/2014] [Accepted: 08/17/2014] [Indexed: 11/28/2022]
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14
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Barrow TM, Michels KB. Epigenetic epidemiology of cancer. Biochem Biophys Res Commun 2014; 455:70-83. [PMID: 25124661 DOI: 10.1016/j.bbrc.2014.08.002] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2014] [Revised: 07/15/2014] [Accepted: 08/01/2014] [Indexed: 02/06/2023]
Abstract
Epigenetic epidemiology includes the study of variation in epigenetic traits and the risk of disease in populations. Its application to the field of cancer has provided insight into how lifestyle and environmental factors influence the epigenome and how epigenetic events may be involved in carcinogenesis. Furthermore, it has the potential to bring benefit to patients through the identification of diagnostic markers that enable the early detection of disease and prognostic markers that can inform upon appropriate treatment strategies. However, there are a number of challenges associated with the conduct of such studies, and with the identification of biomarkers that can be applied to the clinical setting. In this review, we delineate the challenges faced in the design of epigenetic epidemiology studies in cancer, including the suitability of blood as a surrogate tissue and the capture of genome-wide DNA methylation. We describe how epigenetic epidemiology has brought insight into risk factors associated with lung, breast, colorectal and bladder cancer and review relevant research. We discuss recent findings on the identification of epigenetic diagnostic and prognostic biomarkers for these cancers.
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Affiliation(s)
- Timothy M Barrow
- Institute for Prevention and Tumor Epidemiology, Freiburg Medical Center, University of Freiburg, 79106, Germany; German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Karin B Michels
- Institute for Prevention and Tumor Epidemiology, Freiburg Medical Center, University of Freiburg, 79106, Germany; Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA.
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15
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Ashbury JE, Taylor SA, Tse MY, Pang SC, Louw JA, Vanner SJ, King WD. Biomarkers measured in buccal and blood leukocyte DNA as proxies for colon tissue global methylation. INTERNATIONAL JOURNAL OF MOLECULAR EPIDEMIOLOGY AND GENETICS 2014; 5:120-4. [PMID: 24959316 PMCID: PMC4065400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 05/22/2014] [Indexed: 06/03/2023]
Abstract
There is increasing interest in clarifying the role of global DNA methylation levels in colorectal cancer (CRC) etiology. Most commonly, in epidemiologic studies, methylation is measured in DNA derived from blood leukocytes as a proxy measure of methylation changes in colon tissue. However, little is known about the correlations between global methylation levels in DNA derived from colon tissue and more accessible tissues such as blood or buccal cells. This cross-sectional study utilized DNA samples from a screening colonoscopy population to determine to what extent LINE-1 methylation levels (as a proxy for genome-wide methylation) in non-target tissue (e.g., blood, buccal cells) reflected methylation patterns of colon mucosal tissue directly at risk of developing CRC. The strongest Pearson correlation was observed between LINE-1 methylation levels in buccal and blood leukocyte DNA (r = 0.50; N = 67), with weaker correlations for comparisons between blood and colon tissue (r = 0.36; N = 280), and buccal and colon tissue (r = 0.27; N = 72). These findings of weak/moderate correlations have important implications for interpreting and planning future investigations of epigenetic markers and CRC risk.
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Affiliation(s)
- Janet E Ashbury
- Department of Public Health Sciences, Queen’s UniversityKingston, ON, Canada
| | - Sherryl A Taylor
- Department of Medical Genetics, University of AlbertaEdmonton AB, Canada
- Molecular Diagnostics, Genetic Laboratory Services, Alberta Health ServicesEdmonton, AB, Canada
| | - M Yat Tse
- Department of Biomedical and Molecular Sciences, Queen’s UniversityKingston, ON, Canada
| | - Stephen C Pang
- Department of Biomedical and Molecular Sciences, Queen’s UniversityKingston, ON, Canada
| | - Jacob A Louw
- Department of Medicine, Division of Gastroenterology, Hotel Dieu Hospital/Queen’s UniversityKingston, ON, Canada
| | - Stephen J Vanner
- Department of Medicine, Division of Gastroenterology, Hotel Dieu Hospital/Queen’s UniversityKingston, ON, Canada
- Gastrointestinal Diseases Research Unit (GIDRU), Queen’s UniversityKingston, ON, Canada
| | - Will D King
- Department of Public Health Sciences, Queen’s UniversityKingston, ON, Canada
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16
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Global methylation levels in peripheral blood leukocyte DNA by LUMA and breast cancer: a case-control study in Japanese women. Br J Cancer 2014; 110:2765-71. [PMID: 24786600 PMCID: PMC4037832 DOI: 10.1038/bjc.2014.223] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2013] [Revised: 04/04/2014] [Accepted: 04/04/2014] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Global hypomethylation has been suggested to cause genomic instability and lead to an increased risk of cancer. We examined the association between the global methylation level of peripheral blood leukocyte DNA and breast cancer among Japanese women. METHODS We conducted a hospital-based case-control study of 384 patients aged 20-74 years with newly diagnosed, histologically confirmed invasive breast cancer, and 384 matched controls from medical checkup examinees in Nagano, Japan. Global methylation levels in leukocyte DNA were measured by LUminometric Methylation Assay. Odds ratios (ORs) and 95% confidence intervals (CIs) for the associations between global hypomethylation and breast cancer were estimated using a logistic regression model. RESULTS Compared with women in the highest tertile of global methylation level, ORs for the second and lowest tertiles were 1.87 (95% CI=1.20-2.91) and 2.86 (95% CI=1.85-4.44), respectively. Global methylation levels were significantly lower in cases than controls, regardless of the hormone receptor status of the cancer (all P values for trend <0.05). INTERPRETATION These findings suggest that the global methylation level of peripheral blood leukocyte DNA is low in patients with breast cancer and may be a potential biomarker for breast cancer risk.
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17
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Walters RJ, Williamson EJ, English DR, Young JP, Rosty C, Clendenning M, Walsh MD, Parry S, Ahnen DJ, Baron JA, Win AK, Giles GG, Hopper JL, Jenkins MA, Buchanan DD. Association between hypermethylation of DNA repetitive elements in white blood cell DNA and early-onset colorectal cancer. Epigenetics 2013; 8:748-55. [PMID: 23804018 DOI: 10.4161/epi.25178] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Changes in the methylation levels of DNA from white blood cells (WBCs) are putatively associated with an elevated risk for several cancers. The aim of this study was to investigate the association between colorectal cancer (CRC) and the methylation status of three DNA repetitive elements in DNA from peripheral blood. WBC DNA from 539 CRC cases diagnosed before 60 years of age and 242 sex and age frequency-matched healthy controls from the Australasian Colorectal Cancer Family Registry were assessed for methylation across DNA repetitive elements Alu, LINE-1 and Sat2 using MethyLight. The percentage of methylated reference (PMR) of cases and controls was calculated for each marker. Odds ratios (ORs) and 95% confidence intervals (CIs) were estimated using multivariable logistic regression adjusted for potential confounders. CRC cases demonstrated a significantly higher median PMR for LINE-1 (p < 0.001), Sat2 (p < 0.001) and Alu repeats (p = 0.02) when compared with controls. For each of the DNA repetitive elements, individuals with PMR values in the highest quartile were significantly more likely to have CRC compared with those in the lowest quartile (LINE-1 OR = 2.34, 95%CI = 1.48-3.70; p < 0.001, Alu OR = 1.83, 95%CI = 1.17-2.86; p = 0.01, Sat2 OR = 1.72, 95%CI = 1.10-2.71; p = 0.02). When comparing the OR for the PMR of each marker across subgroups of CRC, only the Alu marker showed a significant difference in the 5-fluoruracil treated and nodal involvement subgroups (both p = 0.002). This association between increasing methylation levels of three DNA repetitive elements in WBC DNA and early-onset CRC is novel and may represent a potential epigenetic biomarker for early CRC detection.
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Affiliation(s)
- Rhiannon J Walters
- Cancer and Population Studies Group; Queensland Institute of Medical Research; Herston, QLD Australia
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