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Abou-Zeid A, Hashad D, Baess A, Mosaad M, Tayae E. HOXA9 gene promotor methylation and copy number variation of SOX2 and HV2 genes in cell free DNA: A potential diagnostic panel for non-small cell lung cancer. BMC Cancer 2023; 23:329. [PMID: 37038139 PMCID: PMC10088126 DOI: 10.1186/s12885-023-10793-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 03/30/2023] [Indexed: 04/12/2023] Open
Abstract
BACKGROUND Most cases of lung cancer are diagnosed at advanced stage. Detection of genetic and epigenetic markers in cell-free DNA (cfDNA) is a promising tool for the diagnosis of lung cancer at an early stage. The aim of this study was to identify non-invasive diagnostic markers in cell free DNA (cfDNA) for non-small cell lung cancer (NSCLC) as it is the most common type of lung cancer. METHODS We investigated the cfDNA HOXA9 gene promotor methylation by pyrosequencing. Copy number variation of SOX2 and HV2 genes were detected by real-time PCR in cfDNA extracted from plasma samples of 25 newly diagnosed NSCLC patients and 25 age and sex matched controls. RESULTS Methylation level of HOXA9 was significantly higher in NSCLC patients than controls (p > 0.001). SOX2 showed significantly higher CNV and HV2 showed lower CNV in patients than controls (p > 0.001, p = 0.001 respectively). Receiver Operating Characteristic (ROC) curve analysis for HOXA9 methylation, SOX2 CNV and HV2 CNV showed a discrimination power of 79.4%, 80% and 77.5% respectively and the area under the curve for the combined analysis of the three genes was 0.958 with 88% sensitivity and 100% specificity. CONCLUSIONS In this study, we suggest a potentially diagnostic panel that may help in detection of lung cancer with high sensitivity and specificity using cell free DNA. This Panel included HOXA9 gene methylation and the CNV of SOX2 and HV2 genes.
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Affiliation(s)
- Abla Abou-Zeid
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Doaa Hashad
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Ayman Baess
- Department of Chest Diseases, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Mai Mosaad
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Eman Tayae
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Alexandria University, Alexandria, Egypt.
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2
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Khan FH, Bhat BA, Sheikh BA, Tariq L, Padmanabhan R, Verma JP, Shukla AC, Dowlati A, Abbas A. Microbiome dysbiosis and epigenetic modulations in lung cancer: From pathogenesis to therapy. Semin Cancer Biol 2022; 86:732-742. [PMID: 34273520 DOI: 10.1016/j.semcancer.2021.07.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 06/25/2021] [Accepted: 07/11/2021] [Indexed: 02/07/2023]
Abstract
The lung microbiome plays an essential role in maintaining healthy lung function, including host immune homeostasis. Lung microbial dysbiosis or disruption of the gut-lung axis can contribute to lung carcinogenesis by causing DNA damage, inducing genomic instability, or altering the host's susceptibility to carcinogenic insults. Thus far, most studies have reported the association of microbial composition in lung cancer. Mechanistic studies describing host-microbe interactions in promoting lung carcinogenesis are limited. Considering cancer as a multifaceted disease where epigenetic dysregulation plays a critical role, epigenetic modifying potentials of microbial metabolites and toxins and their roles in lung tumorigenesis are not well studied. The current review explains microbial dysbiosis and epigenetic aberrations in lung cancer and potential therapeutic opportunities.
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Affiliation(s)
- Faizan Haider Khan
- Discipline of Pathology, Lambe Institute for Translational Research, School of Medicine, National University of Ireland Galway, Galway, Ireland
| | | | | | - Lubna Tariq
- Department of Biotechnology, Baba Ghulam Shah Badshah University, Rajouri, India
| | - Roshan Padmanabhan
- Department of Medicine, Case Western Reserve University, and University Hospital, Cleveland, OH, 44106, USA
| | - Jay Prakash Verma
- Institute of Environment and Sustainable Development, Banaras Hindu University Varanasi, India
| | | | - Afshin Dowlati
- Division of Hematology and Oncology, Department of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA; University Hospitals Seidman Cancer Center, Cleveland, OH, 44106, USA; Developmental Therapeutics Program, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, 44116, USA
| | - Ata Abbas
- Division of Hematology and Oncology, Department of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA; Developmental Therapeutics Program, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, 44116, USA.
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3
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Ma S, Lu G, Zhang Q, Ding N, Jie Y, Zhang H, Xu L, Xie L, Yang X, Zhang H, Jiang Y. Extracellular-superoxide dismutase DNA methylation promotes oxidative stress in homocysteine-induced atherosclerosis. Acta Biochim Biophys Sin (Shanghai) 2022; 54:1222-1233. [PMID: 35866603 PMCID: PMC9827811 DOI: 10.3724/abbs.2022093] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
In the present study, we investigate the effect of homocysteine (Hcy) on extracellular-superoxide dismutase (EC-SOD) DNA methylation in the aorta of mice, and explore the underlying mechanism in macrophages, trying to identify the key targets of Hcy-induced EC-SOD methylation changes. ApoE -/- mice are fed different diets for 15 weeks, EC-SOD and DNA methyltransferase 1 (DNMT1) expression levels are detected by RT-PCR and western blot analysis. EC-SOD methylation levels are assessed by ntMS-PCR. After EC-SOD overexpression or knockdown in macrophages, following the transfection of macrophages with pEGFP-N1-DNMT1, the methylation levels of EC-SOD are detected. Our data show that the concentrations of Hcy and the area of atherogenic lesions are significantly increased in ApoE -/- mice fed with a high-methionine diet, and have a positive correlation with the levels of superoxide anions, which indicates that Hcy-activated superoxide anions enhance the development of atherogenic lesions. EC-SOD expression is suppressed by Hcy, and the content of superoxide anion is increased when EC-SOD is silenced by RNAi in macrophages, suggesting that EC-SOD plays a major part in oxidative stress induced by Hcy. Furthermore, the promoter activity of EC-SOD is increased following transfection with the -1/-1100 fragment, and EC-SOD methylation level is significantly suppressed by Hcy, and more significantly decreased upon DNMT1 overexpression. In conclusion, Hcy may alter the DNA methylation status and DNMT1 acts as the essential enzyme in the methyl transfer process to disturb the status of EC-SOD DNA methylation, leading to decreased expression of EC-SOD and increased oxidative stress and atherosclerosis.
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Affiliation(s)
- Shengchao Ma
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China
| | - Guanjun Lu
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,Department of UrologyClinical School of MedicineNingxia Medical UniversityYinchuan750004China
| | - Qing Zhang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China
| | - Ning Ding
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China
| | - Yuzhen Jie
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China,Department of UrologyClinical School of MedicineNingxia Medical UniversityYinchuan750004China
| | - Hui Zhang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China
| | - Lingbo Xu
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China
| | - Lin Xie
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China
| | - Xiaoling Yang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China
| | - Huiping Zhang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China,Departments of Prenatal DiagnosisMaternal and Child health Hospital of Hunan ProvinceChangsha410008China,Correspondence address: Tel: +86-731-84332201; E-mail: (H.Z.) / Tel: +86-951-6980002; E-mail: (Y.J.) @163.com
| | - Yideng Jiang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases ResearchNingxia Medical UniversityYinchuan750004China,Ningxia Key Laboratory of Vascular Injury and Repair ResearchNingxia Medical UniversityYinchuan750004China,The School of Basic Medical SciencesNingxia Medical University Yinchuan 750004China,Correspondence address: Tel: +86-731-84332201; E-mail: (H.Z.) / Tel: +86-951-6980002; E-mail: (Y.J.) @163.com
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4
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Li Y, Zhang T, Zhang H, Wang X, Liu X, Huang Q, Li L. Clinical Significance of P16 Gene Methylation in Lung Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1255:133-142. [PMID: 32949396 DOI: 10.1007/978-981-15-4494-1_11] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Lung cancer is the leading cause of death from cancer in China. The lack of early screening technologies makes most patients to be diagnosed at advanced stages with a poor prognosis which often miss the best treatment opportunities. Thus, identifying biomarkers for minimally invasive detection and prognosis of early stage disease is urgently needed. Genetic and epigenetic alterations that promote tumorigenesis and metastasis exist in multiple cancers. These aberrant alterations usually represent early events in cancer progression suggesting their potential applications as a biomarker for cancer prediction. Studies have shown that DNA methylation is one of the key factors in progression of lung cancer. P16 promoter methylation is one of the most common epigenetic change plays a key role in lung cancer. In this review, we highlight the p16 gene methylation and its clinical significance in lung cancer.
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Affiliation(s)
- Yanjun Li
- Center for Clinical Single Cell Biomedicine, Henan Provincial People's Hospital, Zhengzhou, Henan, China.,Zhengzhou University People's Hospital, Zhengzhou, Henan, China.,Henan University People's Hospital, Zhengzhou, Henan, China
| | - Tingting Zhang
- Center for Clinical Single Cell Biomedicine, Henan Provincial People's Hospital, Zhengzhou, Henan, China.,Zhengzhou University People's Hospital, Zhengzhou, Henan, China.,Henan University People's Hospital, Zhengzhou, Henan, China
| | - Hui Zhang
- Center for Clinical Single Cell Biomedicine, Henan Provincial People's Hospital, Zhengzhou, Henan, China.,Zhengzhou University People's Hospital, Zhengzhou, Henan, China.,Henan University People's Hospital, Zhengzhou, Henan, China
| | - Xiangdong Wang
- Zhongshan Hospital, Fudan University, Shanghai, Shanghai, China
| | - Xiaozhuan Liu
- Center for Clinical Single Cell Biomedicine, Henan Provincial People's Hospital, Zhengzhou, Henan, China.,Zhengzhou University People's Hospital, Zhengzhou, Henan, China.,Henan University People's Hospital, Zhengzhou, Henan, China
| | - Qihong Huang
- Zhongshan Hospital, Fudan University, Shanghai, Shanghai, China
| | - Li Li
- Center for Clinical Single Cell Biomedicine, Henan Provincial People's Hospital, Zhengzhou, Henan, China. .,Zhengzhou University People's Hospital, Zhengzhou, Henan, China. .,Henan University People's Hospital, Zhengzhou, Henan, China. .,Department of Scientific Research and Discipline Construction, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
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5
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Aberrant Methylation of LINE-1 Transposable Elements: A Search for Cancer Biomarkers. Cells 2020; 9:cells9092017. [PMID: 32887319 PMCID: PMC7563416 DOI: 10.3390/cells9092017] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/26/2020] [Accepted: 08/31/2020] [Indexed: 02/07/2023] Open
Abstract
Cancer remains one of the main causes of human mortality despite significant progress in its diagnostics and therapy achieved in the past decade. Massive hypomethylation of retrotransposons, in particular LINE-1, is considered a hallmark of most malignant transformations as it results in the reactivation of retroelements and subsequent genomic instability. Accumulating data on LINE-1 aberrant methylation in different tumor types indicates its significant role in cancer initiation and progression. However, direct evidence that LINE-1 activation can be used as a cancer biomarker is still limited. The objective of this review was to critically evaluate the published results regarding the diagnostic/prognostic potential of the LINE-1 methylation status in cancer. Our analysis indicates that LINE-1 hypomethylation is a promising candidate biomarker of cancer development, which, however, needs validation in both clinical and laboratory studies to confirm its applicability to different cancer types and/or stages. As LINE-1 is present in multiple cell-free copies in blood, it has advantages over single-copy genes regarding perspectives of using its methylation status as an epigenetic cancer biomarker for cell-free DNA liquid biopsy.
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6
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Kim Y, Rhee YY, Wen X, Cho NY, Bae JM, Kim WH, Kang GH. Combination of L1 methylation and tumor-infiltrating lymphocytes as prognostic marker in advanced gastric cancer. Gastric Cancer 2020; 23:464-472. [PMID: 31691036 DOI: 10.1007/s10120-019-01025-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Accepted: 10/18/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND High density of tumor-infiltrating lymphocyte (TIL) is known to be associated with prolonged survival time, whereas tumoral-L1 hypomethylation has been associated with shortened survival time in patients with gastric cancer (GC). Since L1-methylation level is high in lymphocytes, higher density of TIL could lead to higher measurement of L1-methylation level in cancer tissues which contain cancer cells as well as non-neoplastic cells, including TIL. Putative interaction of TIL in the relationship between L1-methylation level and survival led us to explore combinatory statuses of tumoral-L1-methylation level and TIL density as a prognostic marker in GC. METHODS TIL and tumoral-L1-methylation level were measured in advanced GC samples (n = 491), using CD3 immunohistochemistry and pyrosequencing-methylation analysis, respectively. TIL density was measured in tumor center and invasive front areas. RESULTS TIL density correlated with tumoral-L1-methylation level but the relationship was weak. Combinatory statuses of L1-methylation level and CD3 TIL density were found to be statistically significant in survival analysis. Multivariate analysis revealed that the relationship between combinatory statuses and survival was independent. Prognostic value of the combinatory statuses at invasive front was significant in an independent set. CONCLUSIONS Our findings indicate that tumoral-L1-methylation level is correlated with TIL density and that combinatory statuses might help to find a subset of GCs with worse clinical outcome in GCs with low-L1-methylation status or a subset of GCs with better clinical outcome in GCs with high-L1-methylation status.
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Affiliation(s)
- Younghoon Kim
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea.,Laboratory of Epigenetics, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Ye-Young Rhee
- Pathology Center, Seegene Medical Foundation, Seoul, Korea
| | - Xianyu Wen
- Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Nam-Yun Cho
- Laboratory of Epigenetics, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Mo Bae
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea.,Laboratory of Epigenetics, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Woo Ho Kim
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
| | - Gyeong Hoon Kang
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea. .,Laboratory of Epigenetics, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.
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7
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Ye D, Jiang D, Zhang X, Mao Y. Alu Methylation and Risk of Cancer: A Meta-analysis. Am J Med Sci 2020; 359:271-280. [PMID: 32268941 DOI: 10.1016/j.amjms.2020.03.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 01/10/2020] [Accepted: 03/03/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND The association between Alu methylation and risk of cancer remains uncertain. This meta-analysis was conducted to elucidate this issue. MATERIALS AND METHODS PubMed and Web of Science up to December 31, 2018, and the reference lists of studies, as well as those presented in relevant meta-analyses and reviews were systematically searched. Standardized mean difference (SMD) in Alu methylation level between cases and controls were pooled using random effects model and assessed heterogeneity between strata by stratified factors using meta-regression model. Sensitivity analysis and publication bias test were also conducted. RESULTS Twenty-five articles, including 2719 cases and 3018 controls were included in the meta-analysis. The significant difference in Alu methylation level between cancer cases and controls was greater in tissue (SMD = -1.89, 95% CI: -2.72, -1.05) than blood (SMD = -0.46, 95% CI: -0.82, -0.09), and heterogeneity was found in materials (P = 0.038). In tissue samples, Alu hypomethylation was found in carcinoma (SMD = -2.50, 95% CI: -3.51, -1.48), while not in non-carcinoma. The inverse associations were consistently found in subgroups stratified by data sources and quality score in tissue samples, and publication year was considered to be the potential source of between-study heterogeneity. Moreover, reduced Alu methylation level was found in the European subgroup, detection method of SIRPH and COBRA, and original data source in blood samples. CONCLUSIONS Alu hypomethylation was associated with increased risk of cancer, which could be a potential biomarker for cancer.
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Affiliation(s)
- Ding Ye
- Department of Epidemiology and Biostatistics, Zhejiang Chinese Medical University, Hangzhou, China
| | - Danjie Jiang
- Ningbo Municipal Center for Disease Control and Prevention, Ningbo, China
| | - Xinhan Zhang
- Department of Epidemiology and Biostatistics, Zhejiang University School of Public Health, Hangzhou, China
| | - Yingying Mao
- Department of Epidemiology and Biostatistics, Zhejiang Chinese Medical University, Hangzhou, China.
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8
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Jiang Y, Zong W, Ju S, Jing R, Cui M. Promising member of the short interspersed nuclear elements ( Alu elements): mechanisms and clinical applications in human cancers. J Med Genet 2019; 56:639-645. [PMID: 30852527 DOI: 10.1136/jmedgenet-2018-105761] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 01/13/2019] [Accepted: 01/31/2019] [Indexed: 12/11/2022]
Abstract
Alu elements are one of most ubiquitous repetitive sequences in human genome, which were considered as the junk DNA in the past. Alu elements have been found to be associated with human diseases including cancers via events such as amplification, insertion, recombination or RNA editing, which provide a new perspective of oncogenesis at both DNA and RNA levels. Due to the prevalent distribution, Alu elements are widely used as target molecule of liquid biopsy. Alu-based cell-free DNA shows feasible application value in tumour diagnosis, postoperative monitoring and adjuvant therapy. In this review, the special tumourigenesis mechanism of Alu elements in human cancers is discussed, and the application of Alu elements in various tumour liquid biopsy is summarised.
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Affiliation(s)
- Yun Jiang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China.,Medical college, Nantong University, Nantong, Jiangsu, China
| | - Wei Zong
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China.,Medical college, Nantong University, Nantong, Jiangsu, China
| | - Shaoqing Ju
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Rongrong Jing
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Ming Cui
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
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9
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Bakshi A, Ekram MB, Kim J. High-Throughput Targeted Repeat Element Bisulfite Sequencing (HT-TREBS). Methods Mol Biol 2019; 1908:219-228. [PMID: 30649731 DOI: 10.1007/978-1-4939-9004-7_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
High-throughput targeted repeat element bisulfite sequencing (HT-TREBS) is designed to assay the methylation level of individual retrotransposon loci of a targeted family, in a locus-specific manner, and on a genome-wide scale. Briefly, genomic DNA is sheared and ligated to Ion Torrent A adaptors (with methylated cytosines), followed by bisulfite-conversion, and amplification with primers designed to bind the targeted retrotransposon. Since the primers carry the Ion Torrent P1 adaptor as a 5'-extension, the amplified library is ready to be size-selected and sequenced on a next-generation sequencing platform. Once sequenced, each retrotransposon is mapped to a particular genomic locus, which is achieved through ensuring at least a 10-bp overlap with flanking unique sequence, followed by the calculation of methylation levels of the mapped retrotransposon using a BiQ Analyzer HT. A complete protocol for library construction as well as the bioinformatics for HT-TREBS is described in this chapter.
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Affiliation(s)
- Arundhati Bakshi
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | - Muhammad B Ekram
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | - Joomyeong Kim
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA.
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10
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Woraruthai T, Charoenlap C, Hongsaprabhas C, Mutirangura A, Honsawek S. Alu hypermethylation and high oxidative stress in patients with musculoskeletal tumors. PeerJ 2018; 6:e5492. [PMID: 30128216 PMCID: PMC6098941 DOI: 10.7717/peerj.5492] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 07/27/2018] [Indexed: 01/13/2023] Open
Abstract
Background Alu is one of the non-autonomous element retrotransposons, constituting nearly 11% of the human DNA. Methylation changes of the Alu element can cause genomic instability, a hallmark of cancer development, ultimately leading to the development of cancer. Epigenetic factors may induce the aberrant methylation of Alu and also oxidative stress. However, current knowledge of Alu methylation and oxidative stress is limited. There are few studies that have evaluated Alu methylation and oxidative stress on musculoskeletal tumor progression. Therefore, the present study evaluated the status of Alu methylation in musculoskeletal (MS) tumor, adjacent tissues, and blood leukocytes from MS tumor subjects, as well as unaffected participants. Moreover, we also investigated the oxidative stress status in MS tumor subjects and the control participants and determined the correlation between Alu methylation in MS tumors and that in blood leukocytes. Methods Musculoskeletal tumors from musculoskeletal tumor patients (n = 40) were compared to adjacent tissues (n = 40). The blood leukocytes from musculoskeletal tumor patients were compared to the blood leukocytes from controls (n = 107). Alu methylation status was analyzed using quantitative combined bisulfite restriction analysis (COBRA). In addition, 8-hydroxy 2'-deoxyguanosine (8-OHdG) values were determined using enzyme-linked immunosorbent assay. Results Alu methylation values in MS tumors were statistically significantly higher than those in adjacent tissues (P = 0.035). Similarly, Alu methylation statuses in the blood leukocytes of MS tumor subjects were statistically greater than those of control participants (P < 0.001). Moreover, there was a positive association between Alu methylation levels in MS tumors and blood leukocytes (r = 0.765, P < 0.001). In addition, the highest tertile was significantly associated with the risk of MS tumors (OR = 14.17, 95% CI [5.08-39.51]; P < 0.001). The 8-OHdG values in MS tumors were statistically higher than in adjacent tissues (P < 0.001) and circulating 8-OHdG levels were substantially greater in MS tumor subjects than in the control participants (P < 0.001). Discussion These findings suggest that Alu methylation in blood leukocytes and plasma 8-OHdG might represent non-invasive biomarkers to help diagnose MS tumors. Therefore, Alu hypermethylation and high oxidative stress might be involved in the pathogenesis of the musculoskeletal tumors.
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Affiliation(s)
- Thamonwan Woraruthai
- Osteoarthritis and Musculoskeleton Research Unit, Department of Biochemistry, Faculty of Medicine, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Chulalongkorn University, Bangkok, Thailand
| | - Chris Charoenlap
- Department of Orthopaedics, Vinai Parkpian Orthopaedic Research Center, Faculty of Medicine, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Chulalongkorn University, Bangkok, Thailand
| | - Chindanai Hongsaprabhas
- Department of Orthopaedics, Vinai Parkpian Orthopaedic Research Center, Faculty of Medicine, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Chulalongkorn University, Bangkok, Thailand
| | - Apiwat Mutirangura
- Center for Excellence in Molecular Genetics of Cancer & Human Diseases, Department of Anatomy, Faculty of Medicine, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Chulalongkorn University, Bangkok, Thailand
| | - Sittisak Honsawek
- Osteoarthritis and Musculoskeleton Research Unit, Department of Biochemistry, Faculty of Medicine, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Chulalongkorn University, Bangkok, Thailand
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11
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Ponomaryova AA, Cherdyntseva NV, Bondar AA, Dobrodeev AY, Zavyalov AA, Tuzikov SA, Vlassov VV, Choinzonov EL, Laktionov PP, Rykova EY. Dynamics of LINE-1 retrotransposon methylation levels in circulating DNA from lung cancer patients undergoing antitumor therapy. Mol Biol 2017. [DOI: 10.1134/s0026893317040148] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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12
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Paul S, Bhattacharjee P, Giri AK, Bhattacharjee P. Arsenic toxicity and epimutagenecity: the new LINEage. Biometals 2017; 30:505-515. [PMID: 28516305 DOI: 10.1007/s10534-017-0021-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 05/09/2017] [Indexed: 12/15/2022]
Abstract
Global methylation pattern regulates the normal functioning of a cell. Research have shown arsenic alter these methylation landscapes within the genome leading to aberrant gene expression and inducts various pathophysiological outcomes. Long interspersed nuclear elements (LINE-1) normally remains inert due to heavy methylation of it's promoters, time and various environmental insults, they lose these methylation signatures and begin retro-transposition that has been associated with genomic instability and cancerous outcomes. Of the various high throughput technologies available to detect global methylation profile, development of LINE-1 methylation index shall provide a cost effect-screening tool to detect epimutagenic events in the wake of toxic exposure in a large number of individuals. In the present review, we tried to discuss the state of research and whether LINE-1 methylation can be considered as a potent epigenetic signature for arsenic toxicity.
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Affiliation(s)
- Somnath Paul
- Molecular Genetics Division, CSIR-Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata, 700032, India. .,Department of Epigenetics & Molecular Carcinogenesis, The Virginia Harris Cockrell Cancer Center, The University of Texas, M.D. Anderson Cancer Center, Science Park, 1808 Park Road 1C, Smithville, TX, 78957, USA.
| | - Pritha Bhattacharjee
- Department of Environmental Science, University of Calcutta, 35 Ballygunge Circular Road, Kolkata, 700019, India
| | - Ashok K Giri
- Molecular Genetics Division, CSIR-Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata, 700032, India.
| | - Pritha Bhattacharjee
- Department of Environmental Science, University of Calcutta, 35 Ballygunge Circular Road, Kolkata, 700019, India.
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13
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Bhat S, Kabekkodu SP, Jayaprakash C, Radhakrishnan R, Ray S, Satyamoorthy K. Gene promoter-associated CpG island hypermethylation in squamous cell carcinoma of the tongue. Virchows Arch 2017; 470:445-454. [PMID: 28255813 DOI: 10.1007/s00428-017-2094-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Revised: 12/28/2016] [Accepted: 02/15/2017] [Indexed: 01/10/2023]
Abstract
The present study was undertaken to explore and validate novel hypermethylated DNA regions in squamous cell carcinoma of the tongue (SCCT). Genome-wide methylation changes were identified by differential methylation hybridization (DMH) microarray and validated by bisulfite genome sequencing (BGS). The results were compared against datasets from The Cancer Genome Atlas head and neck squamous cell carcinoma (TCGA-HNSCC), Gene Expression Omnibus (GSE26549), and ArrayExpress (E-MTAB-1328). DMH identified 116 hypomethylated and 241 hypermethylated regions. Of the latter, 24 were localized to promoter or 5'-UTR regions. By BGS, promoter sequences of DAPK1, LRPPRC, RAB6C, and ZNF471 were significantly hypermethylated in tumors when compared with matched normal tissues (P < 0.0001). A TCGA-HNSCC dataset (516 cases of cancer and 50 normal tissue samples) further confirmed hypermethylation of DAPK1, RAB6C, and ZNF471. Sensitivity and specificity of methylation markers for a diagnosis of cancer were in the range of 70-100% in our study and from TCGA-HNSCC datasets, with an area under curve (AUC) of 0.83 and above. Kaplan-Meier survival analysis of TCGA-HNSCC expression data revealed that patients with low expressions of DAPK1, RAB6C, and ZNF471 showed poorer survival than patients with high expression (P = 0.02). Human papillomavirus (HPV) was found in 55% of cases, HPV16 being the predominant genotype. DAPK1 immunohistochemical staining was lower in SCCT than in normal buccal epithelial cells. This is the first study to report hypermethylation of LRPPRC, RAB6C, and ZNF471 in SCCT and its diagnostic and prognostic potentials in a specific head and neck squamous cell carcinoma.
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Affiliation(s)
- Samatha Bhat
- Department of Cell and Molecular Biology, School of Life Sciences, Manipal University, Manipal, Karnataka, 576104, India
| | - Shama Prasada Kabekkodu
- Department of Cell and Molecular Biology, School of Life Sciences, Manipal University, Manipal, Karnataka, 576104, India
| | - Chinchu Jayaprakash
- Department of Cell and Molecular Biology, School of Life Sciences, Manipal University, Manipal, Karnataka, 576104, India
| | - Raghu Radhakrishnan
- Department of Oral Pathology, Manipal College of Dental Sciences, Manipal University, Manipal, 576104, India
| | - Satadru Ray
- Department of Surgical Oncology, Kasturba Medical College, Manipal University, Manipal, 576104, India
| | - Kapaettu Satyamoorthy
- Department of Cell and Molecular Biology, School of Life Sciences, Manipal University, Manipal, Karnataka, 576104, India.
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14
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Bakshi A, Herke SW, Batzer MA, Kim J. DNA methylation variation of human-specific Alu repeats. Epigenetics 2016; 11:163-73. [PMID: 26890526 DOI: 10.1080/15592294.2015.1130518] [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] [Indexed: 12/23/2022] Open
Abstract
DNA methylation is the major repression mechanism for human retrotransposons, such as the Alu family. Here, we have determined the methylation levels associated with 5238 loci belonging to 2 Alu subfamilies, AluYa5 and AluYb8, using high-throughput targeted repeat element bisulfite sequencing (HT-TREBS). The results indicate that ∼90% of loci are repressed by high methylation levels. Of the remaining loci, many of the hypomethylated elements are found near gene promoters and show high levels of DNA methylation variation. We have characterized this variation in the context of tumorigenesis and interindividual differences. Comparison of a primary breast tumor and its matched normal tissue revealed early DNA methylation changes in ∼1% of AluYb8 elements in response to tumorigenesis. Simultaneously, AluYa5/Yb8 elements proximal to promoters also showed differences in methylation of up to one order of magnitude, even between normal individuals. Overall, the current study demonstrates that early loss of methylation occurs during tumorigenesis in a subset of young Alu elements, suggesting their potential clinical relevance. However, approaches such as deep-bisulfite-sequencing of individual loci using HT-TREBS are required to distinguish clinically relevant loci from the background observed for AluYa5/Yb8 elements in general with regard to high levels of interindividual variation in DNA methylation.
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Affiliation(s)
- Arundhati Bakshi
- a Department of Biological Sciences , Louisiana State University , Baton Rouge , LA , USA
| | - Scott W Herke
- a Department of Biological Sciences , Louisiana State University , Baton Rouge , LA , USA
| | - Mark A Batzer
- a Department of Biological Sciences , Louisiana State University , Baton Rouge , LA , USA
| | - Joomyeong Kim
- a Department of Biological Sciences , Louisiana State University , Baton Rouge , LA , USA
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15
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Ahmad A. Epigenetics in Personalized Management of Lung Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 890:111-22. [PMID: 26703801 DOI: 10.1007/978-3-319-24932-2_6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In last several years, the focus on the origin and progression of human cancers has shifted from genetic to epigenetic regulation, with particular attention to methylation and acetylation events that have profound effect on the eventual expression of oncogenes and the suppression of tumor suppressors. A few drugs targeting these epigenetic changes have already been approved for treatment, albeit not for lung cancer. With the recent advances in the push towards personalized therapy, questions have been asked about the possible targeting of epigenetic events for personalized lung cancer therapy. Some progress has been made but a lot needs to be done. In this chapter, a succinct review of these topics is provided.
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Affiliation(s)
- Aamir Ahmad
- Karmanos Cancer Institute, Wayne State University, Detroit, MI, 48201, USA.
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16
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Kameoka Y, Kitazawa R, Ariasu K, Tachibana R, Mizuno Y, Haraguchi R, Kitazawa S. Reactivation of CDX2 in Gastric Cancer as Mark for Gene Silencing Memory. Acta Histochem Cytochem 2015; 48:115-24. [PMID: 26379313 PMCID: PMC4564377 DOI: 10.1267/ahc.15014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 06/30/2015] [Indexed: 01/05/2023] Open
Abstract
To explore the epigenetic mechanism that reactivates CDX2 (a homeobox transcription factor that serves as a tumor-suppressor gene) in intestinal-type gastric cancer during cancer progression, we examined the methylation status of the CDX2 gene promoter and the expression pattern of methyl-CpG binding protein-2 (MeCP2). From archives of the pathology records of surgically excised advanced stomach cancer cases in the Department of Molecular Pathology, Ehime University in a past decate (n=265), 10 cases of intestinal-type tubular adenocarcinoma, well-differentiated type (wel) with minor poorly-differentiated adenocarcinoma (por) components were selected. The expression pattern of CDX2, MUC2 and MeCP2 in these 10 cases was analyzed by immunohistochemistry. The cancerous and non-cancerous areas were selectively obtained by microdissection, and the methylation status of the CDX2 promoter of each area was assessed by methylation-specific polymerase chain reaction (MSP). In all 10 cases, CDX2 expression was clearly observed in the nucleus of the non-cancerous background of the intestinal metaplasic area, where the unmethylation pattern of the CDX2 gene promoter prevailed with reduced MeCP2 expression. In this metaplastic area, CDX2 expression was co-localized with its target gene, MUC2. CDX2 expression then disappeared from the deep invasive wel area. Reflecting the reduced CDX2 expression, microdissected samples from all the wel areas showed hypermethylation of the CDX2 gene promoter by MSP, with prominent MeCP2 expression. Interestingly, while hypermethylation of the CDX2 gene promoter was maintained in the por area in 8 of the 10 cases, CDX2 expression was restored in por areas where MeCP2 expression was markedly and selectively reduced. The other two cases, however, showed a constant MeCP2 expression level comparable to the surrounding deep invasive wel area with negative CDX2 expression. Therefore, gene silencing by hypermethylation may be overcome by the reduction of methyl-CpG binding proteins, resulting in apparent but non-functional reactivation of CDX2 as a mere molecular mark for gene silencing memory.
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Affiliation(s)
- Yuri Kameoka
- Department of Molecular Pathology, Ehime University Graduate School of Medicine
| | - Riko Kitazawa
- Department of Molecular Pathology, Ehime University Graduate School of Medicine
- Department of Diagnostic Pathology, Ehime University Hospital
| | - Kanazu Ariasu
- Department of Molecular Pathology, Ehime University Graduate School of Medicine
| | - Ryosuke Tachibana
- Department of Molecular Pathology, Ehime University Graduate School of Medicine
| | - Yosuke Mizuno
- Department of Diagnostic Pathology, Ehime University Hospital
| | - Ryuma Haraguchi
- Department of Molecular Pathology, Ehime University Graduate School of Medicine
| | - Sohei Kitazawa
- Department of Molecular Pathology, Ehime University Graduate School of Medicine
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