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Zhou Z, Lin T, Chen S, Zhang G, Xu Y, Zou H, Zhou A, Zhang Y, Weng S, Han X, Liu Z. Omics-based molecular classifications empowering in precision oncology. Cell Oncol (Dordr) 2024; 47:759-777. [PMID: 38294647 DOI: 10.1007/s13402-023-00912-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/23/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND In the past decades, cancer enigmatical heterogeneity at distinct expression levels could interpret disparities in therapeutic response and prognosis. It built hindrances to precision medicine, a tactic to tailor customized treatment informed by the tumors' molecular profile. Single-omics analysis dissected the biological features associated with carcinogenesis to some extent but still failed to revolutionize cancer treatment as expected. Integrated omics analysis incorporated tumor biological networks from diverse layers and deciphered a holistic overview of cancer behaviors, yielding precise molecular classification to facilitate the evolution and refinement of precision medicine. CONCLUSION This review outlined the biomarkers at multiple expression layers to tutor molecular classification and pinpoint tumor diagnosis, and explored the paradigm shift in precision therapy: from single- to multi-omics-based subtyping to optimize therapeutic regimens. Ultimately, we firmly believe that by parsing molecular characteristics, omics-based typing will be a powerful assistant for precision oncology.
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Affiliation(s)
- Zhaokai Zhou
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Department of Urology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Ting Lin
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Shuang Chen
- Center of Reproductive Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Ge Zhang
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yudi Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Haijiao Zou
- Center of Reproductive Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Aoyang Zhou
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Yuyuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Siyuan Weng
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China.
| | - Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China.
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
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Xie G, Si Q, Zhang G, Fan Y, Li Q, Leng P, Qiao F, Liang S, Yu R, Wang Y. The role of imprinting genes' loss of imprints in cancers and their clinical implications. Front Oncol 2024; 14:1365474. [PMID: 38812777 PMCID: PMC11133587 DOI: 10.3389/fonc.2024.1365474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 04/23/2024] [Indexed: 05/31/2024] Open
Abstract
Genomic imprinting plays an important role in the growth and development of mammals. When the original imprint status of these genes is lost, known as loss of imprinting (LOI), it may affect growth, neurocognitive development, metabolism, and even tumor susceptibility. The LOI of imprint genes has gradually been found not only as an early event in tumorigenesis, but also to be involved in progression. More than 120 imprinted genes had been identified in humans. In this review, we summarized the most studied LOI of two gene clusters and 13 single genes in cancers. We focused on the roles they played, that is, as growth suppressors and anti-apoptosis agents, sustaining proliferative signaling or inducing angiogenesis; the molecular pathways they regulated; and especially their clinical significance. It is notable that 12 combined forms of multi-genes' LOI, 3 of which have already been used as diagnostic models, achieved good sensitivity, specificity, and accuracy. In addition, the methods used for LOI detection in existing research are classified into detection of biallelic expression (BAE), differentially methylated regions (DMRs), methylation, and single-nucleotide polymorphisms (SNPs). These all indicated that the detection of imprinting genes' LOI has potential clinical significance in cancer diagnosis, treatment, and prognosis.
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Affiliation(s)
- Guojing Xie
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Qin Si
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Guangjie Zhang
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Department of Clinical Laboratory, Chengdu Fifth People’s Hospital, Chengdu, China
| | - Yu Fan
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, Chengdu, China
| | - Qinghua Li
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Ping Leng
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, Chengdu, China
| | - Fengling Qiao
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, Chengdu, China
| | - Simin Liang
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Rong Yu
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, Chengdu, China
| | - Yingshuang Wang
- Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Key Laboratory of Medical Molecular Testing, Chengdu, China
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Liu Z, Georgakopoulos-Soares I, Ahituv N, Wong KC. Risk scoring based on DNA methylation-driven related DEGs for colorectal cancer prognosis with systematic insights. Life Sci 2023; 316:121413. [PMID: 36682524 DOI: 10.1016/j.lfs.2023.121413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 01/22/2023]
Abstract
Colorectal cancer is a common malignant tumor of the digestive tract. Despite advances in diagnostic techniques and medications. Its prognosis remains challenging. DNA methylation-driven related circulating tumor cells have attracted enormous interest in diagnosing owing to their non-invasive nature and early recognition properties. However, the mechanism through which risk biomarkers act remains elusive. Here, we designed a risk model based on differentially expressed genes, DNA methylation, robust, and survival-related factors in the framework of Cox regression. The model has satisfactory performance and is independently verified by an external and isolated dataset in terms of C-index value, ROC, and tROC. The model was applied to Colorectal cancer patients who were subsequently divided into high- and low-risk groups. Functional annotations, genomic alterations, tumor immune environment, and drug sensitivity were analyzed. We observed that up-regulated genes are associated with epithelial cell differentiation and MAPK signaling pathways. The down-regulated genes are related to IL-7 signaling and apoptosis-induced DNA fragmentation. Interestingly, the immune system was inhibited in high-risk groups. High-frequency mutation genes tend to co-occur. High-risk score patients are related to copy number amplification events. To address the challenges, we suggested eleven and twenty-one drugs that are sensitive to low- and high-risk patients. Finally, an artificial neural network was provided to evaluate the immunotherapeutic efficiency. Taken together, the findings demonstrated that our risk score model is robust and reliable for evaluating the prognosis with novel diagnostic and treatment targets. It also yields benefits for the treatment and provides unique insights into developing therapeutic strategies.
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Affiliation(s)
- Zhe Liu
- Department of Computer Science, City University of Hong Kong, Hong Kong, China
| | - Ilias Georgakopoulos-Soares
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA; Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Nadav Ahituv
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Ka-Chun Wong
- Department of Computer Science, City University of Hong Kong, Hong Kong, China.
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Maxia C, Isola M, Grecu E, Cuccu A, Scano A, Orrù G, Di Girolamo N, Diana A, Murtas D. Synergic Action of Insulin-like Growth Factor-2 and miRNA-483 in Pterygium Pathogenesis. Int J Mol Sci 2023; 24:ijms24054329. [PMID: 36901760 PMCID: PMC10002351 DOI: 10.3390/ijms24054329] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/15/2023] [Accepted: 02/18/2023] [Indexed: 02/24/2023] Open
Abstract
Pterygium is a multifactorial disease in which UV-B is speculated to play a key role by inducing oxidative stress and phototoxic DNA damage. In search for candidate molecules that are useful for justifying the intense epithelial proliferation observed in pterygium, our attention has been focused on Insulin-like Growth Factor 2 (IGF-2), mainly detected in embryonic and fetal somatic tissues, which regulate metabolic and mitogenic functions. The binding between IGF-2 and its receptor Insulin-like Growth Factor 1 Receptor (IGF-1R) activates the PI3K-AKT pathway, which leads to the regulation of cell growth, differentiation, and the expression of specific genes. Since IGF2 is regulated by parental imprinting, in different human tumors, the IGF2 Loss of Imprinting (LOI) results in IGF-2- and IGF2-derived intronic miR-483 overexpression. Based on these activities, the purpose of this study was to investigate the overexpression of IGF-2, IGF-1R, and miR-483. Using an immunohistochemical approach, we demonstrated an intense colocalized epithelial overexpression of IGF-2 and IGF-1R in most pterygium samples (Fisher's exact test, p = 0.021). RT-qPCR gene expression analysis confirmed IGF2 upregulation and demonstrated miR-483 expression in pterygium compared to normal conjunctiva (253.2-fold and 12.47-fold, respectively). Therefore, IGF-2/IGF-1R co-expression could suggest their interplay through the two different paracrine/autocrine IGF-2 routes for signaling transfer, which would activate the PI3K/AKT signaling pathway. In this scenario, miR-483 gene family transcription might synergically reinforce IGF-2 oncogenic function through its boosting pro-proliferative and antiapoptotic activity.
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Affiliation(s)
- Cristina Maxia
- Department of Biomedical Sciences, University of Cagliari, 09042 Monserrato, Italy
- Correspondence:
| | - Michela Isola
- Department of Biomedical Sciences, University of Cagliari, 09042 Monserrato, Italy
| | - Eleonora Grecu
- Department of Biomedical Sciences, University of Cagliari, 09042 Monserrato, Italy
| | - Alberto Cuccu
- Department of Surgical Science, Eye Clinic, Azienda Ospedaliero-Universitaria (AOU), 09123 Cagliari, Italy
| | - Alessandra Scano
- Department of Surgical Sciences, Molecular Biology Service Laboratory, University of Cagliari, 09123 Cagliari, Italy
| | - Germano Orrù
- Department of Surgical Sciences, Molecular Biology Service Laboratory, University of Cagliari, 09123 Cagliari, Italy
| | - Nick Di Girolamo
- Department of Pathology, School of Biomedical Sciences, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW 4385, Australia
| | - Andrea Diana
- Department of Biomedical Sciences, University of Cagliari, 09042 Monserrato, Italy
| | - Daniela Murtas
- Department of Biomedical Sciences, University of Cagliari, 09042 Monserrato, Italy
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Sun H, Liu Y, Zhang Y, Wang Y, Zhao Y, Liu Y. Insulin-like growth factor 2 hypermethylation in peripheral blood leukocytes and colorectal cancer risk and prognosis: a propensity score analysis. Front Oncol 2023; 13:971435. [PMID: 37213278 PMCID: PMC10198613 DOI: 10.3389/fonc.2023.971435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 04/24/2023] [Indexed: 05/23/2023] Open
Abstract
Background To comprehensively assess and validate the associations between insulin-like growth factor 2 (IGF2) gene methylation in peripheral blood leukocytes (PBLs) and colorectal cancer (CRC) risk and prognosis. Methods The association between IGF2 methylation in PBLs and CRC risk was initially evaluated in a case-control study and then validated in a nested case-control study and a twins' case-control study, respectively. Meanwhile, an initial CRC patient cohort was used to assess the effect of IGF2 methylation on CRC prognosis and then the finding was validated in the EPIC-Italy CRC cohort and TCGA datasets. A propensity score (PS) analysis was performed to control for confounders, and extensive sensitivity analyses were performed to assess the robustness of our findings. Results PBL IGF2 hypermethylation was associated with an increased risk of CRC in the initial study (ORPS-adjusted, 2.57, 95% CI: 1.65 to 4.03, P<0.0001), and this association was validated using two independent external datasets (ORPS-adjusted, 2.21, 95% CI: 1.28 to 3.81, P=0.0042 and ORPS-adjusted, 10.65, 95% CI: 1.26 to 89.71, P=0.0295, respectively). CRC patients with IGF2 hypermethylation in PBLs had significantly improved overall survival compared to those patients with IGF2 hypomethylation (HRPS-adjusted, 0.47, 95% CI: 0.29 to 0.76, P=0.0019). The prognostic signature was also observed in the EPIC-Italy CRC cohort, although the HR did not reach statistical significance (HRPS-adjusted, 0.69, 95% CI: 0.37 to 1.27, P=0.2359). Conclusions IGF2 hypermethylation may serve as a potential blood-based predictive biomarker for the identification of individuals at high risk of developing CRC and for CRC prognosis.
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Affiliation(s)
- HongRu Sun
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, Heilongjiang, China
| | - YanLong Liu
- Department of Colorectal Surgery, The Third Affiliated Cancer Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - YuXue Zhang
- Department of Hygiene Microbiology, Public Health College, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yibaina Wang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, Heilongjiang, China
| | - YaShuang Zhao
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, Heilongjiang, China
| | - YuPeng Liu
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, Heilongjiang, China
- *Correspondence: YuPeng Liu,
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Volovat SR, Augustin I, Zob D, Boboc D, Amurariti F, Volovat C, Stefanescu C, Stolniceanu CR, Ciocoiu M, Dumitras EA, Danciu M, Apostol DGC, Drug V, Shurbaji SA, Coca LG, Leon F, Iftene A, Herghelegiu PC. Use of Personalized Biomarkers in Metastatic Colorectal Cancer and the Impact of AI. Cancers (Basel) 2022; 14:4834. [PMID: 36230757 PMCID: PMC9562853 DOI: 10.3390/cancers14194834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 09/18/2022] [Accepted: 09/29/2022] [Indexed: 12/09/2022] Open
Abstract
Colorectal cancer is a major cause of cancer-related death worldwide and is correlated with genetic and epigenetic alterations in the colonic epithelium. Genetic changes play a major role in the pathophysiology of colorectal cancer through the development of gene mutations, but recent research has shown an important role for epigenetic alterations. In this review, we try to describe the current knowledge about epigenetic alterations, including DNA methylation and histone modifications, as well as the role of non-coding RNAs as epigenetic regulators and the prognostic and predictive biomarkers in metastatic colorectal disease that can allow increases in the effectiveness of treatments. Additionally, the intestinal microbiota's composition can be an important biomarker for the response to strategies based on the immunotherapy of CRC. The identification of biomarkers in mCRC can be enhanced by developing artificial intelligence programs. We present the actual models that implement AI technology as a bridge connecting ncRNAs with tumors and conducted some experiments to improve the quality of the model used as well as the speed of the model that provides answers to users. In order to carry out this task, we implemented six algorithms: the naive Bayes classifier, the random forest classifier, the decision tree classifier, gradient boosted trees, logistic regression and SVM.
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Affiliation(s)
- Simona-Ruxandra Volovat
- Department of Medical Oncology-Radiotherapy, “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Str., 700115 Iasi, Romania
| | - Iolanda Augustin
- Department of Medical Oncology, AI.Trestioreanu Institute of Oncology, 022328 Bucharest, Romania
| | - Daniela Zob
- Department of Medical Oncology, AI.Trestioreanu Institute of Oncology, 022328 Bucharest, Romania
| | - Diana Boboc
- Department of Medical Oncology-Radiotherapy, “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Str., 700115 Iasi, Romania
| | - Florin Amurariti
- Department of Medical Oncology-Radiotherapy, “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Str., 700115 Iasi, Romania
| | - Constantin Volovat
- Department of Medical Oncology, “Euroclinic” Center of Oncology, 2 Vasile Conta Str., 700106 Iasi, Romania
| | - Cipriana Stefanescu
- Department of Biophysics and Medical Physics-Nuclear Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Str., 700115 Iasi, Romania
| | - Cati Raluca Stolniceanu
- Department of Biophysics and Medical Physics-Nuclear Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Str., 700115 Iasi, Romania
| | - Manuela Ciocoiu
- Department of Pathophysiology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Eduard Alexandru Dumitras
- Department of Pathophysiology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Department of Anesthesiology and Intensive Care, Regional Institute of Oncology, 700115 Iasi, Romania
| | - Mihai Danciu
- Pathology Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
| | | | - Vasile Drug
- Department of Gastroenterology, “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Str., 700115 Iasi, Romania
- Gastroenterology Clinic, Institute of Gastroenterology and Hepatology, ‘St. Spiridon’ Clinical Hospital, 700115 Iasi, Romania
| | - Sinziana Al Shurbaji
- Gastroenterology Clinic, Institute of Gastroenterology and Hepatology, ‘St. Spiridon’ Clinical Hospital, 700115 Iasi, Romania
| | - Lucia-Georgiana Coca
- Faculty of Computer Science, Alexandru Ioan Cuza University, 700115 Iasi, Romania
| | - Florin Leon
- Faculty of Automatic Control and Computer Engineering, Gheorghe Asachi Technical University, 700115 Iasi, Romania
| | - Adrian Iftene
- Faculty of Computer Science, Alexandru Ioan Cuza University, 700115 Iasi, Romania
| | - Paul-Corneliu Herghelegiu
- Faculty of Automatic Control and Computer Engineering, Gheorghe Asachi Technical University, 700115 Iasi, Romania
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Li W, Guo L, Tang W, Ma Y, Wang X, Shao Y, Zhao H, Ying J. Identification of DNA methylation biomarkers for risk of liver metastasis in early-stage colorectal cancer. Clin Epigenetics 2021; 13:126. [PMID: 34108011 PMCID: PMC8190869 DOI: 10.1186/s13148-021-01108-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 05/31/2021] [Indexed: 12/23/2022] Open
Abstract
Background Liver metastases can occur even in CRC patients who underwent curative surgery. While evidence suggested that adjuvant chemotherapy can help to reduce the occurrence of liver metastases for certain patients, it is not a recommended routine as the side effects outweigh the potential benefits, especially in Stage II CRC patients. This study aims to construct a model for predicting liver metastasis risk using differential methylation signals in primary CRC tumors, which can facilitate the decision for adjuvant chemotherapy. Methods Fifty-nine stage I/II and IV CRC patients were enrolled. Primary tumor, adjacent normal tissue, and metastatic tumor tissues were subject to targeted bisulfite sequencing for DNA methylation. The Least Absolute Shrinkage and Selection Operator (LASSO) algorithm was used to identify potential DMRs for predicting liver metastasis of CRC. Results We identified a total of 241,573 DMRs by comparing the DNA methylation profile of primary tumors of stage II patients who developed metastasis to those who were metastasis-free during the follow up period. 213 DMRs were associated with poor prognosis, among which 182 DMRS were found to be hypermethylated in the primary tumor of patients with metastases. Furthermore, by using the LASSO regression model, we identified 23 DMRs that contributed to a high probability of liver metastasis of CRC. The leave-one-out cross validation (LOOCV) was used to evaluate model predictive performance at an AUC of 0.701. In particular, 7 out of those 23 DMRs were found to be in the promoter region of genes that were previously reported prognostic biomarkers in diverse tumor types, including TNNI2, PAX8, GUF1, KLF4, EVI2B, CEP112, and long non-coding RNA AC011298. In addition, the model was also able to distinguish metastases of different sites (liver or lung) at an AUC of 0.933. Conclusion We have identified DNA methylation biomarkers associated with the risk of cancer liver metastasis in early-stage CRC patients. A risk prediction model based on those epigenetic markers was proposed for outcome assessment. Supplementary Information The online version contains supplementary material available at 10.1186/s13148-021-01108-3.
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Affiliation(s)
- Weihua Li
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | - Lei Guo
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China
| | | | - Yutong Ma
- Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, China
| | - Xiaonan Wang
- Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, China
| | - Yang Shao
- Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, China
| | - Hong Zhao
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Jianming Ying
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Beijing, 100021, China.
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Gu M, Sun J, Zhang S, Chen J, Wang G, Ju S, Wang X. A novel methylation signature predicts inferior outcome of patients with PDAC. Aging (Albany NY) 2021; 13:2851-2863. [PMID: 33550277 PMCID: PMC7880369 DOI: 10.18632/aging.202347] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 11/10/2020] [Indexed: 04/07/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) will become the second most common cause of death in North America and Europe over the next 10 years owing to the lack of early diagnosis, poor treatment, and poor prognosis. This study evaluated the methylation array data of 184 patients with PDAC in The Cancer Genome Atlas database to explore methylation biomarkers related to patient outcome. Using Univariable Cox regression analysis and Lasso regression analysis method in the training dataset, it was found that the four DNA methylation markers (CCNT1, ITGB3, SDS, and HMOX2) were significantly correlated with the overall survival of patients with PDAC. Kaplan-Meier analysis showed that these four DNA methylation markers could significantly distinguish high-risk and low-risk patients. Receiver operating characteristic analysis further confirmed that the four DNA methylation markers had high sensitivity and specificity, which could predict the prognosis of patients. Moreover, there was a difference in the genetic mutations between high-risk and low-risk patients distinguished by the four-DNA methylation model, which can provide information for clinical treatment. Finally, compared with known biomarkers, the model was more accurate in predicting the prognosis of PDAC. This four-DNA methylation model has potential as a new independent prognostic indicator, and could be used for the diagnosis, monitoring, and precision medicine of pancreatic cancer.
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Affiliation(s)
- Minqi Gu
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Jing Sun
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Shunhao Zhang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Jing Chen
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Guihua Wang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
- School of Public Health, Nantong University, Nantong, Jiangsu, China
| | - Shaoqing Ju
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
- School of Public Health, Nantong University, Nantong, Jiangsu, China
| | - Xudong Wang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
- School of Public Health, Nantong University, Nantong, Jiangsu, China
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Gao T, Liu X, He B, Pan Y, Wang S. Long non-coding RNA 91H regulates IGF2 expression by interacting with IGF2BP2 and promotes tumorigenesis in colorectal cancer. ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY 2020; 48:664-671. [PMID: 32070145 DOI: 10.1080/21691401.2020.1727491] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
91H, a long non-coding antisense transcripts located on the position of the H19/IGF2 locus had been suggested to play a critical role in tumour development. However, little study had proved the mechanism in colorectal cancer (CRC). Hence, we performed this study to deeply explore the mechanism of lncRNA 91H in tumour progression. The expression of lncRNA 91H was first detected in CRC tissues and cells which was higher in vitro and in vivo than normal cells or tissues and CRC patients with high lncRNA 91H expression usually had a high risk in tumour metastasis (p < .05). Then, monodansylcadaverine (MDC) staining, scratch wound, migration and invasion assays were conducted which showed to that reduced lncRNA 91H would greatly affect tumour migration, invasion and autophagy. Finally, by RNA pull down and RNA-binding protein immunoprecipitation (RIP) assay, a significant interaction was found between lncRNA 91H and IGF2BP2 which was proved to play an important role in CRC IGF2 expression. All these results suggested lncRNA 91H promotes IGF2 expression by interacting with IGF2BP2 which would provide a new strategy in finding potential CRC diagnostic biomarkers and therapeutic targets.
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Affiliation(s)
- Tianyi Gao
- Department of Clinical Laboratory, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xiangxiang Liu
- Central Laboratory, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Bangshun He
- Central Laboratory, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yuqin Pan
- Central Laboratory, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Shukui Wang
- Department of Clinical Laboratory, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
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10
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Jung G, Hernández-Illán E, Moreira L, Balaguer F, Goel A. Epigenetics of colorectal cancer: biomarker and therapeutic potential. Nat Rev Gastroenterol Hepatol 2020; 17:111-130. [PMID: 31900466 PMCID: PMC7228650 DOI: 10.1038/s41575-019-0230-y] [Citation(s) in RCA: 449] [Impact Index Per Article: 112.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/16/2019] [Indexed: 12/24/2022]
Abstract
Colorectal cancer (CRC), a leading cause of cancer-related death worldwide, evolves as a result of the stepwise accumulation of a series of genetic and epigenetic alterations in the normal colonic epithelium, leading to the development of colorectal adenomas and invasive adenocarcinomas. Although genetic alterations have a major role in a subset of CRCs, the pathophysiological contribution of epigenetic aberrations in this malignancy has attracted considerable attention. Data from the past couple of decades has unequivocally illustrated that epigenetic marks are important molecular hallmarks of cancer, as they occur very early in disease pathogenesis, involve virtually all key cancer-associated pathways and, most importantly, can be exploited as clinically relevant disease biomarkers for diagnosis, prognostication and prediction of treatment response. In this Review, we summarize the current knowledge on the best-studied epigenetic modifications in CRC, including DNA methylation and histone modifications, as well as the role of non-coding RNAs as epigenetic regulators. We focus on the emerging potential for the bench-to-bedside translation of some of these epigenetic alterations into clinical practice and discuss the burgeoning evidence supporting the potential of emerging epigenetic therapies in CRC as we usher in the era of precision medicine.
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Affiliation(s)
- Gerhard Jung
- Gastroenterology Department, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Eva Hernández-Illán
- Gastroenterology Department, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Leticia Moreira
- Gastroenterology Department, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Francesc Balaguer
- Gastroenterology Department, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain.,;
| | - Ajay Goel
- Center for Gastrointestinal Research, Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, Texas, USA.,Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope Comprehensive Cancer Center, Duarte, California, USA.,;
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11
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Holly JMP, Biernacka K, Perks CM. The Neglected Insulin: IGF-II, a Metabolic Regulator with Implications for Diabetes, Obesity, and Cancer. Cells 2019; 8:cells8101207. [PMID: 31590432 PMCID: PMC6829378 DOI: 10.3390/cells8101207] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 09/30/2019] [Accepted: 10/01/2019] [Indexed: 02/07/2023] Open
Abstract
When originally discovered, one of the initial observations was that, when all of the insulin peptide was depleted from serum, the vast majority of the insulin activity remained and this was due to a single additional peptide, IGF-II. The IGF-II gene is adjacent to the insulin gene, which is a result of gene duplication, but has evolved to be considerably more complicated. It was one of the first genes recognised to be imprinted and expressed in a parent-of-origin specific manner. The gene codes for IGF-II mRNA, but, in addition, also codes for antisense RNA, long non-coding RNA, and several micro RNA. Recent evidence suggests that each of these have important independent roles in metabolic regulation. It has also become clear that an alternatively spliced form of the insulin receptor may be the principle IGF-II receptor. These recent discoveries have important implications for metabolic disorders and also for cancer, for which there is renewed acknowledgement of the importance of metabolic reprogramming.
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Affiliation(s)
- Jeff M P Holly
- Department of Translational Health Science, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Learning & Research Building, Southmead Hospital, Bristol, BS10 5NB, UK.
| | - Kalina Biernacka
- Department of Translational Health Science, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Learning & Research Building, Southmead Hospital, Bristol, BS10 5NB, UK
| | - Claire M Perks
- Department of Translational Health Science, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Learning & Research Building, Southmead Hospital, Bristol, BS10 5NB, UK
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12
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Kasprzak A, Adamek A. Insulin-Like Growth Factor 2 (IGF2) Signaling in Colorectal Cancer-From Basic Research to Potential Clinical Applications. Int J Mol Sci 2019; 20:ijms20194915. [PMID: 31623387 PMCID: PMC6801528 DOI: 10.3390/ijms20194915] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Revised: 09/27/2019] [Accepted: 09/30/2019] [Indexed: 02/07/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers in men and women worldwide as well as is the leading cause of death in the western world. Almost a third of the patients has or will develop liver metastases. While genetic as well as epigenetic mechanisms are important in CRC pathogenesis, the basis of the most cases of cancer is unknown. High spatial and inter-patient variability of the molecular alterations qualifies this cancer in the group of highly heterogeneous tumors, which makes it harder to elucidate the mechanisms underlying CRC progression. Determination of highly sensitive and specific early diagnosis markers and understanding the cellular and molecular mechanism(s) of cancer progression are still a challenge of the current era in oncology of solid tumors. One of the accepted risk factors for CRC development is overexpression of insulin-like growth factor 2 (IGF2), a 7.5-kDa peptide produced by liver and many other tissues. IGF2 is the first gene discovered to be parentally imprinted. Loss of imprinting (LOI) or aberrant imprinting of IGF2 could lead to IGF2 overexpression, increased cell proliferation, and CRC development. IGF2 as a mitogen is associated with increased risk of developing colorectal neoplasia. Higher serum IGF2 concentration as well as its tissue overexpression in CRC compared to control are associated with metastasis. IGF2 protein was one of the three candidates for a selective marker of CRC progression and staging. Recent research indicates dysregulation of different micro- and long non-coding RNAs (miRNAs and lncRNAs, respectively) embedded within the IGF2 gene in CRC carcinogenesis, with some of them indicated as potential diagnostic and prognostic CRC biomarkers. This review systematises the knowledge on the role of genetic and epigenetic instabilities of IGF2 gene, free (active form of IGF2) and IGF-binding protein (IGFBP) bound (inactive form), paracrine/autocrine secretion of IGF2, as well as mechanisms of inducing dysplasia in vitro and tumorigenicity in vivo. We have tried to answer which molecular changes of the IGF2 gene and its regulatory mechanisms have the most significance in initiation, progression (including liver metastasis), prognosis, and potential anti-IGF2 therapy in CRC patients.
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Affiliation(s)
- Aldona Kasprzak
- Department of Histology and Embryology, University of Medical Sciences, Swiecicki Street 6, 60-781 Poznan, Poland.
| | - Agnieszka Adamek
- Department of Infectious Diseases, Hepatology and Acquired Immunodeficiencies, University of Medical Sciences, Szwajcarska Street 3, 61-285 Poznan, Poland.
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13
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Sun H, Huang H, Li D, Zhang L, Zhang Y, Xu J, Liu Y, Liu Y, Zhao Y. PBX3 hypermethylation in peripheral blood leukocytes predicts better prognosis in colorectal cancer: A propensity score analysis. Cancer Med 2019; 8:4001-4011. [PMID: 31140752 PMCID: PMC6639175 DOI: 10.1002/cam4.2321] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 04/15/2019] [Accepted: 05/16/2019] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE The significance of gene methylation in peripheral blood leukocytes (PBLs) for assessing cancer prognosis is poorly understood. Our purpose is to assess the association between PBX3 methylation in PBLs and colorectal cancer (CRC) prognosis. METHODS A total of 369 CRC patients were followed up for up to 10 years in this cohort study. PBL PBX3 methylation levels were determined by methylation-sensitive high-resolution melting. Cox regression models and Log-rank tests were used to analyze the associations between PBX3 methylation status and CRC prognosis with a propensity score (PS) method to control confounding biases. RESULTS In this study, we found that CRC patients with PBL PBX3 hypermethylation status had a better overall survival (OS) (hazard ratio [HRPS-adjusted ], 0.72 [95% CI, 0.52-1.00]; P = 0.049). Subgroup analyses showed that the beneficial effect of PBX3 hypermethylation status on CRC 10-years OS remained significant among UICC stage III patients ([HRPS-adjusted ], 0.60 [95% CI, 0.38 to 0.95]; P = 0.029) and colon cancer patients ([HRPS-adjusted ], 0.49 [95% CI, 0.26 to 0.92]; P = 0.027). CONCLUSION PBL PBX3 hypermethylation is positively associated with better prognosis of CRC, especially for the UICC stage III CRC patients and colon cancer patients.
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Affiliation(s)
- Hongru Sun
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Hao Huang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Dapeng Li
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Lei Zhang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Yuanyuan Zhang
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Jing Xu
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Ying Liu
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Yupeng Liu
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
| | - Yashuang Zhao
- Department of Epidemiology, Public Health College, Harbin Medical University, Harbin, The People's Republic of China
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14
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Hidaka H, Higashimoto K, Aoki S, Mishima H, Hayashida C, Maeda T, Koga Y, Yatsuki H, Joh K, Noshiro H, Iwakiri R, Kawaguchi A, Yoshiura KI, Fujimoto K, Soejima H. Comprehensive methylation analysis of imprinting-associated differentially methylated regions in colorectal cancer. Clin Epigenetics 2018; 10:150. [PMID: 30509319 PMCID: PMC6278095 DOI: 10.1186/s13148-018-0578-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 11/05/2018] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Imprinted genes are regulated by DNA methylation at imprinting-associated differentially methylated regions (iDMRs). Abnormal expression of imprinted genes is implicated in imprinting disorders and tumors. In colorectal cancer (CRC), methylation and imprinting status of the IGF2/H19 domain have been studied. However, no comprehensive methylation analysis of iDMRs in CRC has been reported. Furthermore, the relationship between iDMR methylation status and other methylation-related issues, such as CpG island methylator phenotype (CIMP) and long interspersed element-1 (LINE-1) methylation, remains unclear. RESULTS We analyzed the methylation status of 38 iDMRs in 106 CRC patients. We also investigated CIMP, LINE-1 methylation, KRAS and BRAF gene mutations, and loss of imprinting (LOI) of IGF2. We further examined the relationship between these factors and clinicopathological factors. The overall trend in iDMR methylation was towards hypermethylation, and iDMRs could be grouped into three categories: susceptible, resistant, and intermediate-to-aberrant methylation. The susceptible and resistant iDMRs consisted of all types of iDMR (gametic and somatic, maternally and paternally methylated). Hypermethylation of multiple iDMRs (HyMiD)-positive status was statistically associated with CIMP-positive status, but not associated with mutations in the BRAF and KRAS genes. HyMiD-positive status was inversely associated with LINE-1 methylation. Among four iDMRs within the IGF2/H19 domain, IGF2-DMR0 hypomethylation occurred most frequently, but was not associated with IGF2 LOI. Finally, we statistically calculated predictive prognostic scores based on aberrant methylation status of three iDMRs. CONCLUSION In CRC tissues, some iDMRs were susceptible to hypermethylation independent of the type of iDMR and genomic sequence. Although HyMiD-positive status was associated with CIMP-positive status, this was independent of the BRAF and KRAS pathways, which are responsible for CIMP. Since IGF2-DMR0 hypomethylation and aberrant methylation of other iDMRs within the IGF2/H19 domain were not associated with IGF2 LOI, dysfunction of any of the molecular components related to imprinting regulation may be involved in IGF2 LOI. The prognostic score calculated based on aberrant methylation of three iDMRs has potential clinical applications as a prognostic predictor in patients. Further study is required to understand the biological significance of, and mechanisms behind, aberrant methylation of iDMRs and IGF2 LOI in CRCs.
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Affiliation(s)
- Hidenori Hidaka
- Division of Molecular Genetics and Epigenetics, Department of Biomolecular Sciences, Faculty of Medicine, Saga University, Saga, Japan.,Department of Internal Medicine and Gastrointestinal Endoscopy, Faculty of Medicine, Saga University, Saga, Japan
| | - Ken Higashimoto
- Division of Molecular Genetics and Epigenetics, Department of Biomolecular Sciences, Faculty of Medicine, Saga University, Saga, Japan.
| | - Saori Aoki
- Division of Molecular Genetics and Epigenetics, Department of Biomolecular Sciences, Faculty of Medicine, Saga University, Saga, Japan.,Department of Obstetrics and Gynecology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiroyuki Mishima
- Department of Human Genetics, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Chisa Hayashida
- Department of Human Genetics, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Toshiyuki Maeda
- Department of Pediatrics, Faculty of Medicine, Saga University, Saga, Japan
| | - Yasuo Koga
- Department of Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Hitomi Yatsuki
- Division of Molecular Genetics and Epigenetics, Department of Biomolecular Sciences, Faculty of Medicine, Saga University, Saga, Japan
| | - Keiichiro Joh
- Division of Molecular Genetics and Epigenetics, Department of Biomolecular Sciences, Faculty of Medicine, Saga University, Saga, Japan
| | - Hirokazu Noshiro
- Department of Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Ryuichi Iwakiri
- Department of Internal Medicine and Gastrointestinal Endoscopy, Faculty of Medicine, Saga University, Saga, Japan
| | - Atsushi Kawaguchi
- Section of Clinical Cooperation System, Center for Comprehensive Community Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Koh-Ichiro Yoshiura
- Department of Human Genetics, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Kazuma Fujimoto
- Department of Internal Medicine and Gastrointestinal Endoscopy, Faculty of Medicine, Saga University, Saga, Japan
| | - Hidenobu Soejima
- Division of Molecular Genetics and Epigenetics, Department of Biomolecular Sciences, Faculty of Medicine, Saga University, Saga, Japan.
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15
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Prognostic DNA methylation markers for sporadic colorectal cancer: a systematic review. Clin Epigenetics 2018; 10:35. [PMID: 29564023 PMCID: PMC5851322 DOI: 10.1186/s13148-018-0461-8] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 02/21/2018] [Indexed: 02/06/2023] Open
Abstract
Background Biomarkers that can predict the prognosis of colorectal cancer (CRC) patients and that can stratify high-risk early stage patients from low-risk early stage patients are urgently needed for better management of CRC. During the last decades, a large variety of prognostic DNA methylation markers has been published in the literature. However, to date, none of these markers are used in clinical practice. Methods To obtain an overview of the number of published prognostic methylation markers for CRC, the number of markers that was validated independently, and the current level of evidence (LoE), we conducted a systematic review of PubMed, EMBASE, and MEDLINE. In addition, we scored studies based on the REMARK guidelines that were established in order to attain more transparency and complete reporting of prognostic biomarker studies. Eighty-three studies reporting on 123 methylation markers fulfilled the study entry criteria and were scored according to REMARK. Results Sixty-three studies investigated single methylation markers, whereas 20 studies reported combinations of methylation markers. We observed substantial variation regarding the reporting of sample sizes and patient characteristics, statistical analyses, and methodology. The median (range) REMARK score for the studies was 10.7 points (4.5 to 17.5) out of a maximum of 20 possible points. The median REMARK score was lower in studies, which reported a p value below 0.05 versus those, which did not (p = 0.005). A borderline statistically significant association was observed between the reported p value of the survival analysis and the size of the study population (p = 0.051). Only 23 out of 123 markers (17%) were investigated in two or more study series. For 12 markers, and two multimarker panels, consistent results were reported in two or more study series. For four markers, the current LoE is level II, for all other markers, the LoE is lower. Conclusion This systematic review reflects that adequate reporting according to REMARK and validation of prognostic methylation markers is absent in the majority of CRC methylation marker studies. However, this systematic review provides a comprehensive overview of published prognostic methylation markers for CRC and highlights the most promising markers that have been published in the last two decades. Electronic supplementary material The online version of this article (10.1186/s13148-018-0461-8) contains supplementary material, which is available to authorized users.
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16
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Freitas M, Ferreira F, Carvalho S, Silva F, Lopes P, Antunes L, Salta S, Diniz F, Santos LL, Videira JF, Henrique R, Jerónimo C. A novel DNA methylation panel accurately detects colorectal cancer independently of molecular pathway. J Transl Med 2018; 16:45. [PMID: 29486770 PMCID: PMC6389195 DOI: 10.1186/s12967-018-1415-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2017] [Accepted: 02/16/2018] [Indexed: 12/14/2022] Open
Abstract
Background Colorectal cancer (CRC) is one of the most incident cancers, associated with significant morbidity and mortality, and usually classified into three main molecular pathways: chromosomal instability, microsatellite instability (MSI) and CpG island methylator phenotype (CIMP). Currently, available screening methods are either costly or of limited specificity, impairing global implementation. More cost-effective strategies, including DNA methylation-based tests, might prove advantageous. Although some are already available, its performance is suboptimal, entailing the need for better candidate biomarkers. Herein, we tested whether combined use of APC, IGF2, MGMT, RASSF1A, and SEPT9 promoter methylation might accurately detect CRC irrespective of molecular subtype. Methods Selected genes were validated using formalin-fixed paraffin-embedded tissues from 214 CRC and 50 non-malignant colorectal mucosae (CRN). Promoter methylation levels were assessed using real-time quantitative methylation-specific PCR. MSI and CIMP status were determined. Molecular data were correlated with standard clinicopathological features. Diagnostic and prognostic performances were evaluated by receiver operator characteristics curve and survival analyses, respectively. Results Except for IGF2, promoter methylation levels were significantly higher in CRC compared to CRN. A three-gene panel (MGMT, RASSF1A, SEPT9) identified malignancy with 96.6% sensitivity, 74.0% specificity and 91.5 positive predictive value (area under the curve: 0.97), independently of tumor location, stage, and molecular pathway. Conclusions Combined promoter methylation analysis of MGMT/RASSF1A/SEPT9 displays a better performance than currently available epigenetic-based biomarkers for CRC, providing the basis for the development of a non-invasive assay to detect CRC irrespective of the molecular pathway. Electronic supplementary material The online version of this article (10.1186/s12967-018-1415-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Micaela Freitas
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Fábio Ferreira
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Sónia Carvalho
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal.,Departments of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Fernanda Silva
- Departments of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Paula Lopes
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal.,Departments of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Luís Antunes
- Departments of Epidemiology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Sofia Salta
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Francisca Diniz
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Lúcio Lara Santos
- Departments of Surgical Oncology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - José Flávio Videira
- Departments of Surgical Oncology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Rui Henrique
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal. .,Departments of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal. .,Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Rua de Jorge Viterbo Ferreira n.º 228, 4050-313, Porto, Portugal.
| | - Carmen Jerónimo
- Cancer Biology & Epigenetics Group-Research Center (CI-IPOP), Research Center-LAB 3, Portuguese Oncology Institute of Porto (IPO Porto), F Bdg, 1st Floor, Rua Dr António Bernardino de Almeida, 4200-072, Porto, Portugal. .,Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Rua de Jorge Viterbo Ferreira n.º 228, 4050-313, Porto, Portugal.
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Weidner P, Söhn M, Gutting T, Friedrich T, Gaiser T, Magdeburg J, Kienle P, Ruh H, Hopf C, Behrens HM, Röcken C, Hanoch T, Seger R, Ebert MPA, Burgermeister E. Myotubularin-related protein 7 inhibits insulin signaling in colorectal cancer. Oncotarget 2018; 7:50490-50506. [PMID: 27409167 PMCID: PMC5226598 DOI: 10.18632/oncotarget.10466] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 06/16/2016] [Indexed: 12/23/2022] Open
Abstract
Phosphoinositide (PIP) phosphatases such as myotubularins (MTMs) inhibit growth factor receptor signaling. However, the function of myotubularin-related protein 7 (MTMR7) in cancer is unknown. We show that MTMR7 protein was down-regulated with increasing tumor grade (G), size (T) and stage (UICC) in patients with colorectal cancer (CRC) (n=1786). The presence of MTMR7 in the stroma correlated with poor prognosis, whereas MTMR7 expression in the tumor was not predictive for patients' survival. Insulin reduced MTMR7 protein levels in human CRC cell lines, and CRC patients with type 2 diabetes mellitus (T2DM) or loss of imprinting (LOI) of insulin-like growth factor 2 (IGF2) had an increased risk for MTMR7 loss. Mechanistically, MTMR7 lowered PIPs and inhibited insulin-mediated AKT-ERK1/2 signaling and proliferation in human CRC cell lines. MTMR7 provides a novel link between growth factor signaling and cancer, and may thus constitute a potential marker or drug target for human CRC.
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Affiliation(s)
- Philip Weidner
- Department of Medicine II, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Michaela Söhn
- Department of Medicine II, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Tobias Gutting
- Department of Medicine II, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Teresa Friedrich
- Department of Medicine II, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Timo Gaiser
- Institute of Pathology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Julia Magdeburg
- Department of Surgery, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Peter Kienle
- Department of Surgery, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Hermelindis Ruh
- ABIMAS Research Center, Mannheim University of Applied Sciences, D-68163 Mannheim, Germany
| | - Carsten Hopf
- ABIMAS Research Center, Mannheim University of Applied Sciences, D-68163 Mannheim, Germany
| | | | - Christoph Röcken
- Institute of Pathology, Christian Albrecht University, D-24105 Kiel, Germany
| | - Tamar Hanoch
- Department of Biological Regulation, Weizmann Institute of Science, I-7610001 Rehovot, Israel
| | - Rony Seger
- Department of Biological Regulation, Weizmann Institute of Science, I-7610001 Rehovot, Israel
| | - Matthias P A Ebert
- Department of Medicine II, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
| | - Elke Burgermeister
- Department of Medicine II, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, D-68167 Mannheim, Germany
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Abstract
DNA methylation is a dynamic epigenetic mark that characterizes different cellular developmental stages, including tissue-specific profiles. This CpG dinucleotide modification cooperates in the regulation of the output of the cellular genetic content, in both healthy and pathological conditions. According to endogenous and exogenous stimuli, DNA methylation is involved in gene transcription, alternative splicing, imprinting, X-chromosome inactivation, and control of transposable elements. When these dinucleotides are organized in dense regions are called CpG islands (CGIs), being commonly known as transcriptional regulatory regions frequently associated with the promoter region of several genes. In cancer, promoter DNA hypermethylation events sustained the mechanistic hypothesis of epigenetic transcriptional silencing of an increasing number of tumor suppressor genes. CGI hypomethylation-mediated reactivation of oncogenes was also documented in several cancer types. In this chapter, we aim to summarize the functional consequences of the differential DNA methylation at CpG dinucleotides in cancer, focused in CGIs. Interestingly, cancer methylome is being recently explored, looking for biomarkers for diagnosis, prognosis, and predictors of drug response.
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Affiliation(s)
- Humberto J Ferreira
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain.
- Department of Physiological Sciences II, School of Medicine, University of Barcelona, Barcelona, Catalonia, Spain.
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Wu Y, Gong L, Xu J, Mou Y, Xu X, Qian Z. The clinicopathological significance of HES1 promoter hypomethylation in patients with colorectal cancer. Onco Targets Ther 2017; 10:5827-5834. [PMID: 29263679 PMCID: PMC5726367 DOI: 10.2147/ott.s151857] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Hairy/enhancer of split 1 (HES1) is a basic helix-loop-helix transcriptional repressor. Aberrant demethylation has been considered a common mechanism of tumor promoter gene activation. In the current study, we aimed to investigate the methylation status of the HES1 promoter and correlations with clinicopathological parameters and prognosis in colorectal cancer (CRC). The expression of HES1 in 50 paired CRC specimens and adjacent normal tissues was determined by using quantitative real-time polymerase chain reaction and immunohistochemical analysis. Moreover, DNA methylation status was evaluated through methylation-specific polymerase chain reaction and bisulfite sequencing. The correlation of methylation status with HES1 expression level and clinicopathological parameters was statistically analyzed in CRC patients. Our data showed that the methylation level of HES1 was significantly decreased and negatively correlated with HES1 expression in CRC tissues. Moreover, HES1 hypomethylation was associated with a poor histological grade, Dukes' classification, lymph node metastasis, and clinical stages (P<0.05). Furthermore, survival analyses revealed that a decreased methylation status of HES1 was linked to poor prognosis of CRC patients. In conclusion, promoter hypomethylation upregulates HES1 expression and plays a critical role in the progression and prognosis of CRC patients.
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Affiliation(s)
- Yinfang Wu
- Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, Zhejiang
| | - Lijie Gong
- Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, Zhejiang
| | - Ji Xu
- Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, Zhejiang
- Key Laboratory of Gastroenterology of Zhejiang Province, Hangzhou, Zhejiang, People’s Republic of China
| | - Yiping Mou
- Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, Zhejiang
- Key Laboratory of Gastroenterology of Zhejiang Province, Hangzhou, Zhejiang, People’s Republic of China
| | - Xiaowu Xu
- Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, Zhejiang
- Key Laboratory of Gastroenterology of Zhejiang Province, Hangzhou, Zhejiang, People’s Republic of China
| | - Zhenyuan Qian
- Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, Zhejiang
- Key Laboratory of Gastroenterology of Zhejiang Province, Hangzhou, Zhejiang, People’s Republic of China
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20
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Schagdarsurengin U, Lammert A, Schunk N, Sheridan D, Gattenloehner S, Steger K, Wagenlehner F, Dansranjavin T. Impairment of IGF2 gene expression in prostate cancer is triggered by epigenetic dysregulation of IGF2-DMR0 and its interaction with KLF4. Cell Commun Signal 2017; 15:40. [PMID: 29017567 PMCID: PMC5633889 DOI: 10.1186/s12964-017-0197-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 10/05/2017] [Indexed: 01/29/2023] Open
Abstract
Background Human cancer cells often exhibit impaired IGF2 expression and the underlying mechanisms are multifaceted and complex. Besides the well-known imprinting control region IGF2/H19-ICR, the involvement of a differentially methylated region in the promoter P0 of IGF2 gene (IGF2-DMR0) has been suggested. Here, we evaluate several mechanisms potentially leading to up- and/or down-regulation of IGF2 expression in prostate cancer and present a novel role of Kruppel-like factor 4 (KLF4) as a transcriptional regulator of IGF2 binding in IGF2-DMR0. Methods Putative binding sites for transcription factors were identified in IGF2-DMR0 using JASPAR CORE database. Gene expressions were analyzed by RT-qPCR in prostate carcinoma and adjacent benign prostate hyperplasia samples obtained by radical prostatectomy (86 RP-PCa and 47 RP-BPH) and BPH obtained by transurethral prostate resection (13 TUR-BPH). Pyrosequencing and qMSP were used for DNA methylation studies in IGF2-DMR0, IGF2/H19-ICR and Glutathione-S-transferase-P1 (GSTP1) promoter. Loss of imprinting (LOI) was analyzed by RFLP. Copy number variation (CNV) test was performed using qBiomarker CNV PCR Assay. KLF4-binding and histone-modifications were analyzed by ChIP-qPCR in prostate cancer cell lines exhibiting differentially methylated IGF2-DMR0 (LNCaP hypomethylated and DU145 hypermethylated). KLF4 protein was analyzed by western blot. Statistical associations of gene expression to methylation, IGF2 LOI and CNV were calculated by Mann-Whitney-U-test. Correlations between gene expression and methylation levels were evaluated by Spearman’s-Rank-Correlation-test. Results We found a significant reduction of IGF2 expression in the majority of RP-PCa and RP-BPH in comparison to TUR-BPH. Analyzing potential molecular reasons, we found in RP-PCa and RP-BPH in comparison to TUR-BPH a significant hypomethylation of IGF2-DMR0, which coincided with hypermethylation of GSTP1-promoter, a prominent marker of prostate tumors. In contrast, IGF2 LOI and CNV did not associate significantly with up- and/or down-regulation of IGF2 expression in prostate tumors. By analyzing IGF2-DMR0, we detected a consensus sequence for KLF4 with a z-score of 7.6. Interestingly, we found that KLF4 binds to hypomethylated (17%) IGF2-DMR0 enriched with H3K9me3 and H3K27me3 (LNCaP), but does not bind under hypermethylated (85%) and H3K4me3-enriched conditions (DU145). KLF4 expression was detected in TUR-BPH as well as in RP-BPH and RP-PCa and showed a highly significant correlation to IGF2 expression. Conclusions Our study demonstrated that in human prostate cancer the impairment of IGF2 expression is accompanied by hypomethylation of IGF2-DMR0. We revealed that KLF4 is a putative transcriptional regulator of IGF2, which binds in IGF2-DMR0 in dependence of the prevailing epigenetic state in this region. Herewith we provide complementary new insights into IGF2 dysregulation mechanisms as a critical process in prostate tumorigenesis.
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Affiliation(s)
- Undraga Schagdarsurengin
- Clinic of Urology, Pediatric Urology and Andrology, Justus-Liebig-University Giessen, Rudolf-Buchheim-Str. 7, 35392, Giessen, Germany.,Epigenetics of Urogenital System, Justus-Liebig-University Giessen, Schubertstr. 81, 35392, Giessen, Germany
| | - Angela Lammert
- Department of Signal Transduction of Cellular Motility, Internal Medicine V, Justus-Liebig-University Giessen, Aulweg 128, 35392, Giessen, Germany
| | - Natalie Schunk
- Clinic of Urology, Pediatric Urology and Andrology, Justus-Liebig-University Giessen, Rudolf-Buchheim-Str. 7, 35392, Giessen, Germany
| | - Diana Sheridan
- Institute of Pathology, Justus-Liebig-University Giessen, Langhansstr. 10, 35392, Giessen, Germany
| | - Stefan Gattenloehner
- Institute of Pathology, Justus-Liebig-University Giessen, Langhansstr. 10, 35392, Giessen, Germany
| | - Klaus Steger
- Clinic of Urology, Pediatric Urology and Andrology, Justus-Liebig-University Giessen, Rudolf-Buchheim-Str. 7, 35392, Giessen, Germany.,Molecular Andrology, Justus-Liebig-University Giessen, Schubertstr. 81, 35392, Giessen, Germany
| | - Florian Wagenlehner
- Clinic of Urology, Pediatric Urology and Andrology, Justus-Liebig-University Giessen, Rudolf-Buchheim-Str. 7, 35392, Giessen, Germany
| | - Temuujin Dansranjavin
- Clinic of Urology, Pediatric Urology and Andrology, Justus-Liebig-University Giessen, Rudolf-Buchheim-Str. 7, 35392, Giessen, Germany.
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21
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Methylation status of IGF2 DMR and LINE1 in leukocyte DNA provides distinct clinicopathological features of gastric cancer patients. Clin Exp Med 2017; 18:215-220. [DOI: 10.1007/s10238-017-0471-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 08/23/2017] [Indexed: 12/14/2022]
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22
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Nishihara R, Glass K, Mima K, Hamada T, Nowak JA, Qian ZR, Kraft P, Giovannucci EL, Fuchs CS, Chan AT, Quackenbush J, Ogino S, Onnela JP. Biomarker correlation network in colorectal carcinoma by tumor anatomic location. BMC Bioinformatics 2017. [PMID: 28623901 PMCID: PMC5474023 DOI: 10.1186/s12859-017-1718-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Background Colorectal carcinoma evolves through a multitude of molecular events including somatic mutations, epigenetic alterations, and aberrant protein expression, influenced by host immune reactions. One way to interrogate the complex carcinogenic process and interactions between aberrant events is to model a biomarker correlation network. Such a network analysis integrates multidimensional tumor biomarker data to identify key molecular events and pathways that are central to an underlying biological process. Due to embryological, physiological, and microbial differences, proximal and distal colorectal cancers have distinct sets of molecular pathological signatures. Given these differences, we hypothesized that a biomarker correlation network might vary by tumor location. Results We performed network analyses of 54 biomarkers, including major mutational events, microsatellite instability (MSI), epigenetic features, protein expression status, and immune reactions using data from 1380 colorectal cancer cases: 690 cases with proximal colon cancer and 690 cases with distal colorectal cancer matched by age and sex. Edges were defined by statistically significant correlations between biomarkers using Spearman correlation analyses. We found that the proximal colon cancer network formed a denser network (total number of edges, n = 173) than the distal colorectal cancer network (n = 95) (P < 0.0001 in permutation tests). The value of the average clustering coefficient was 0.50 in the proximal colon cancer network and 0.30 in the distal colorectal cancer network, indicating the greater clustering tendency of the proximal colon cancer network. In particular, MSI was a key hub, highly connected with other biomarkers in proximal colon cancer, but not in distal colorectal cancer. Among patients with non-MSI-high cancer, BRAF mutation status emerged as a distinct marker with higher connectivity in the network of proximal colon cancer, but not in distal colorectal cancer. Conclusion In proximal colon cancer, tumor biomarkers tended to be correlated with each other, and MSI and BRAF mutation functioned as key molecular characteristics during the carcinogenesis. Our findings highlight the importance of considering multiple correlated pathways for therapeutic targets especially in proximal colon cancer. Electronic supplementary material The online version of this article (doi:10.1186/s12859-017-1718-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Reiko Nishihara
- Program of MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA. .,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA. .,Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA. .,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Kimberly Glass
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Kosuke Mima
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Tsuyoshi Hamada
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Jonathan A Nowak
- Program of MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Zhi Rong Qian
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Peter Kraft
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Edward L Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Charles S Fuchs
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA.,Yale Cancer Center, New Haven, CT, USA.,Department of Medicine, Yale School of Medicine, New Haven, CT, USA.,Smilow Cancer Hospital, New Haven, CT, USA
| | - Andrew T Chan
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - John Quackenbush
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Shuji Ogino
- Program of MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA. .,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA. .,Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA. .,Department of Oncologic Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA.
| | - Jukka-Pekka Onnela
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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23
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Stromal-derived IGF2 promotes colon cancer progression via paracrine and autocrine mechanisms. Oncogene 2017; 36:5341-5355. [PMID: 28534511 DOI: 10.1038/onc.2017.116] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Revised: 02/25/2017] [Accepted: 03/23/2017] [Indexed: 12/31/2022]
Abstract
The insulin-like growth factor (IGF)2/IGF1 receptor (IGF1R) signaling axis has an important role in intestinal carcinogenesis and overexpression of IGF2 is an accepted risk factor for colorectal cancer (CRC) development. Genetic amplifications and loss of imprinting contribute to the upregulation of IGF2, but insufficiently explain the extent of IGF2 expression in a subset of patients. Here, we show that IGF2 was specifically induced in the tumor stroma of CRC and identified cancer-associated fibroblasts (CAFs) as the major source. Further, we provide functional evidence that stromal IGF2, via the paracrine IGF1R/insulin receptor axis, activated pro-survival AKT signaling in CRC cell lines. In addition to its effects on malignant cells, autocrine IGF2/IGF1R signaling in CAFs induced myofibroblast differentiation in terms of alpha-smooth muscle actin expression and contractility in floating collagen gels. This was further augmented in concert with transforming growth factor-β (TGFβ) signaling suggesting a cooperative mechanism. However, we demonstrated that IGF2 neither induced TGFβ/smooth muscle actin/mothers against decapentaplegic (SMAD) signaling nor synergized with TGFβ to hyperactivate this pathway in two dimensional and three dimensional cultures. IGF2-mediated physical matrix remodeling by CAFs, but not changes in extracellular matrix-modifying proteases or other secreted factors acting in a paracrine manner on/in cancer cells, facilitated subsequent tumor cell invasion in organotypic co-cultures. Consistently, colon cancer cells co-inoculated with CAFs expressing endogenous IGF2 in mouse xenograft models exhibited elevated invasiveness and dissemination capacity, as well as increased local tumor regrowth after primary tumor resection compared with conditions with IGF2-deficient CAFs. In line, expression of IGF2 correlated with elevated relapse rates and poor survival in CRC patients. In agreement with our results, high-level coexpression of IGF2 and TGFβ was predicting adverse outcome with higher accuracy than increased expression of the individual genes alone. Taken together, we demonstrate that stroma-induced IGF2 promotes colon cancer progression in a paracrine and autocrine manner and propose IGF2 as potential target for tumor stroma cotargeting strategies.
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24
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Venza M, Visalli M, Catalano T, Beninati C, Teti D, Venza I. DSS1 promoter hypomethylation and overexpression predict poor prognosis in melanoma and squamous cell carcinoma patients. Hum Pathol 2016; 60:137-146. [PMID: 27825810 DOI: 10.1016/j.humpath.2016.10.018] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Revised: 10/11/2016] [Accepted: 10/13/2016] [Indexed: 01/15/2023]
Abstract
Previous studies have found a link between high expression levels of the Deleted in Split hand/Split foot 1 (DSS1) gene and cancer progression. The aim of this study was to examine whether overexpression of DSS1 is a feature of melanoma and squamous cell carcinoma (SCC) and if any epigenetic modifications are involved. Evaluation of DSS1 expression profile indicated that the gene is overexpressed in 112 of 130 cutaneous melanomas (86.1%), 41 of 64 uveal melanomas (64.1%), 67 of 82 mucosal melanomas (81.7%), and 61 of 75 SCC samples (81.3%), relative to normal skin. An inverse correlation between DSS1 expression and methylation status of the promoter was found. In vitro studies showed that treatment of DSS1-methylated melanoma and SCC cells with the DNA methyltransferase inhibitor 5-aza-2'-deoxycytidine significantly increased DSS1 expression at mRNA and protein levels. Interestingly, a significant association between high DSS1 expression levels and some clinicopathological variables, such as metastasis, ulceration, and reduced overall/disease-free survival was observed. In summary, these data suggest that the extent of promoter methylation plays a role in modulating DSS1 gene expression and highlight that promoter hypomethylation is a frequent event in melanoma and SCC closely linked to poor prognosis.
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Affiliation(s)
- Mario Venza
- Department of Biomedical Sciences and of Morphological and Functional Images, University of Messina, Messina, Italy 98125
| | - Maria Visalli
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy 98125
| | - Teresa Catalano
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy 98125
| | - Concetta Beninati
- Department of Human Pathology of Adult and Developmental Age "Gaetano Barresi", University of Messina, Messina, Italy 98125; Scylla Biotech Srl, University of Messina, Messina, Italy 98125
| | - Diana Teti
- Charybdis Vaccines Srl, University of Messina, Messina, Italy 98125
| | - Isabella Venza
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy 98125.
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25
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Carcinoma of the colon and rectum with deregulation of insulin-like growth factor 2 signaling: clinical and molecular implications. J Gastroenterol 2016; 51:971-84. [PMID: 26984550 DOI: 10.1007/s00535-016-1181-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 02/02/2016] [Indexed: 02/08/2023]
Abstract
BACKGROUND Loss of imprinting (LOI) of the insulin-like growth factor 2 (IGF2) is an early event in the development of colorectal cancer (CRC). Whether LOI of IGF2 denotes a molecular or clinical cancer subgroup is currently unknown. METHODS Tumor biopsies and paired normal mucosa from 399 patients with extensive clinical annotations were analyzed for LOI and IGF2 expression. LOI status in 140 informative cases was correlated with clinicopathologic parameters and outcome. RESULTS LOI was frequent in normal mucosa and tumors and occurred throughout the large intestine. LOI was unrelated to microsatellite instability, KRAS mutation status, stage, and survival. However, CRC with LOI showed increased IGF2 protein levels and activation of AKT1. Gene expression analysis of tumors with and without LOI and knockdown of IGF2 in cell lines revealed that IGF2 induced distinct sets of activated and repressed genes, including Wnt5a, CEACAM6, IGF2BP3, KPN2A, BRCA2, and CDK1. Inhibition of AKT1 in IGF2-stimulated cells showed that the downstream effects of IGF2 on cell proliferation and gene expression were strictly AKT1-dependent. CONCLUSIONS LOI of IGF2 is a frequent and early event in CRC that occurs both in the adenomatous polyposis coli (APC) gene-mutated and serrated route of carcinogenesis. LOI leads to overexpression of IGF2, activates IGF1R and AKT1, and is a powerful driver of cell proliferation. Moreover, our results suggest that IGF2 via AKT1 also contributes to non-canonical wnt signaling. Although LOI had no significant impact on major clinical parameters and outcome, its potential as a target for preventive and therapeutic interventions merits further investigation.
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26
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Creemers SG, van Koetsveld PM, van Kemenade FJ, Papathomas TG, Franssen GJH, Dogan F, Eekhoff EMW, van der Valk P, de Herder WW, Janssen JAMJL, Feelders RA, Hofland LJ. Methylation of IGF2 regulatory regions to diagnose adrenocortical carcinomas. Endocr Relat Cancer 2016; 23:727-37. [PMID: 27535174 DOI: 10.1530/erc-16-0266] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 07/14/2016] [Indexed: 01/20/2023]
Abstract
Adrenocortical carcinoma (ACC) is a rare malignancy with a poor prognosis. Discrimination of ACCs from adrenocortical adenomas (ACAs) is challenging on both imaging and histopathological grounds. High IGF2 expression is associated with malignancy, but shows large variability. In this study, we investigate whether specific methylation patterns of IGF2 regulatory regions could serve as a valuable biomarker in distinguishing ACCs from ACAs. Pyrosequencing was used to analyse methylation percentages in DMR0, DMR2, imprinting control region (ICR) (consisting of CTCF3 and CTCF6) and the H19 promoter. Expression of IGF2 and H19 mRNA was assessed by real-time quantitative PCR. Analyses were performed in 24 ACCs, 14 ACAs and 11 normal adrenals. Using receiver operating characteristic (ROC) analysis, we evaluated which regions showed the best predictive value for diagnosis of ACC and determined the diagnostic accuracy of these regions. In ACCs, the DMR0, CTCF3, CTCF6 and the H19 promoter were positively correlated with IGF2 mRNA expression (P<0.05). Methylation in the most discriminating regions distinguished ACCs from ACAs with a sensitivity of 96%, specificity of 100% and an area under the curve (AUC) of 0.997±0.005. Our findings were validated in an independent cohort of 9 ACCs and 13 ACAs, resulting in a sensitivity of 89% and a specificity of 92%. Thus, methylation patterns of IGF2 regulatory regions can discriminate ACCs from ACAs with high diagnostic accuracy. This proposed test may become the first objective diagnostic tool to assess malignancy in adrenal tumours and facilitate the choice of therapeutic strategies in this group of patients.
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Affiliation(s)
- S G Creemers
- Department of Internal MedicineDivision of Endocrinology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - P M van Koetsveld
- Department of Internal MedicineDivision of Endocrinology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - F J van Kemenade
- Department of PathologyErasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - T G Papathomas
- Department of PathologyErasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands Department of HistopathologyKing's College Hospital, Denmark Hill, London, UK
| | - G J H Franssen
- Department of SurgeryErasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - F Dogan
- Department of Internal MedicineDivision of Endocrinology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - E M W Eekhoff
- Department of PathologyVU University Medical Center, Amsterdam, The Netherlands
| | - P van der Valk
- Department of PathologyVU University Medical Center, Amsterdam, The Netherlands
| | - W W de Herder
- Department of Internal MedicineDivision of Endocrinology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - J A M J L Janssen
- Department of Internal MedicineDivision of Endocrinology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - R A Feelders
- Department of Internal MedicineDivision of Endocrinology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - L J Hofland
- Department of Internal MedicineDivision of Endocrinology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Townsend MK, Aschard H, De Vivo I, Michels KB, Kraft P. Genomics, Telomere Length, Epigenetics, and Metabolomics in the Nurses' Health Studies. Am J Public Health 2016; 106:1663-8. [PMID: 27459442 DOI: 10.2105/ajph.2016.303344] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVES To review the contribution of the Nurses' Health Study (NHS) and NHS II to genomics, epigenetics, and metabolomics research. METHODS We performed a narrative review of the publications of the NHS and NHS II between 1990 and 2016 based on biospecimens, including blood and tumor tissue, collected from participants. RESULTS The NHS has contributed to the discovery of genetic loci influencing more than 45 complex human phenotypes, including cancers, diabetes, cardiovascular disease, reproductive characteristics, and anthropometric traits. The combination of genomewide genotype data with extensive exposure and lifestyle data has enabled the evaluation of gene-environment interactions. Furthermore, data suggest that longer telomere length increases risk of cancers not related to smoking, and that modifiable factors (e.g., diet) may have an impact on telomere length. "Omics" research in the NHS continues to expand, with epigenetics and metabolomics becoming greater areas of focus. CONCLUSIONS The combination of prospective biomarker data and broad exposure information has enabled the NHS to participate in a variety of "omics" research, contributing to understanding of the epidemiology and biology of multiple complex diseases.
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Affiliation(s)
- Mary K Townsend
- Mary K. Townsend is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA. Hugues Aschard and Peter Kraft are with the Department of Epidemiology at the Harvard T. H. Chan School of Public Health, Boston. Immaculata De Vivo is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health. Karin B. Michels is with the Channing Division of Network Medicine in the Department of Medicine and the Obstetrics and Gynecology Epidemiology Center in the Department of Obstetrics, Gynecology, and Reproductive Biology at Brigham and Women's Hospital and Harvard Medical School, and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health
| | - Hugues Aschard
- Mary K. Townsend is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA. Hugues Aschard and Peter Kraft are with the Department of Epidemiology at the Harvard T. H. Chan School of Public Health, Boston. Immaculata De Vivo is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health. Karin B. Michels is with the Channing Division of Network Medicine in the Department of Medicine and the Obstetrics and Gynecology Epidemiology Center in the Department of Obstetrics, Gynecology, and Reproductive Biology at Brigham and Women's Hospital and Harvard Medical School, and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health
| | - Immaculata De Vivo
- Mary K. Townsend is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA. Hugues Aschard and Peter Kraft are with the Department of Epidemiology at the Harvard T. H. Chan School of Public Health, Boston. Immaculata De Vivo is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health. Karin B. Michels is with the Channing Division of Network Medicine in the Department of Medicine and the Obstetrics and Gynecology Epidemiology Center in the Department of Obstetrics, Gynecology, and Reproductive Biology at Brigham and Women's Hospital and Harvard Medical School, and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health
| | - Karin B Michels
- Mary K. Townsend is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA. Hugues Aschard and Peter Kraft are with the Department of Epidemiology at the Harvard T. H. Chan School of Public Health, Boston. Immaculata De Vivo is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health. Karin B. Michels is with the Channing Division of Network Medicine in the Department of Medicine and the Obstetrics and Gynecology Epidemiology Center in the Department of Obstetrics, Gynecology, and Reproductive Biology at Brigham and Women's Hospital and Harvard Medical School, and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health
| | - Peter Kraft
- Mary K. Townsend is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA. Hugues Aschard and Peter Kraft are with the Department of Epidemiology at the Harvard T. H. Chan School of Public Health, Boston. Immaculata De Vivo is with the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health. Karin B. Michels is with the Channing Division of Network Medicine in the Department of Medicine and the Obstetrics and Gynecology Epidemiology Center in the Department of Obstetrics, Gynecology, and Reproductive Biology at Brigham and Women's Hospital and Harvard Medical School, and the Department of Epidemiology at the Harvard T. H. Chan School of Public Health
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Hashimoto Y, Zumwalt TJ, Goel A. DNA methylation patterns as noninvasive biomarkers and targets of epigenetic therapies in colorectal cancer. Epigenomics 2016; 8:685-703. [PMID: 27102979 DOI: 10.2217/epi-2015-0013] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Aberrant DNA methylation is frequently detected in gastrointestinal tumors, and can therefore potentially be used to screen, diagnose, prognosticate, and predict colorectal cancers (CRCs). Although colonoscopic screening remains the gold standard for CRC screening, this procedure is invasive, expensive, and suffers from poor patient compliance. Methylated DNA is an attractive choice for a biomarker substrate because CRCs harbor hundreds of aberrantly methylated genes. Furthermore, abundance in extracellular environments and resistance to degradation and enrichment in serum, stool, and other noninvasive bodily fluids, allows quantitative measurements of methylated DNA biomarkers. This article describes the most important studies that investigated the efficacy of serum- or stool-derived methylated DNA as population-based screening biomarkers in CRC, details several mechanisms and factors that control DNA methylation, describes a better use of prevailing technologies that discover novel DNA methylation biomarkers, and illustrates the diversity of demethylating agents and their applicability toward clinical impact.
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Affiliation(s)
- Yutaka Hashimoto
- Center for Translational Genomics & Oncology, Baylor Scott & White Research Institute & Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA
| | - Timothy J Zumwalt
- Center for Translational Genomics & Oncology, Baylor Scott & White Research Institute & Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA
| | - Ajay Goel
- Center for Translational Genomics & Oncology, Baylor Scott & White Research Institute & Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA
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Nosho K, Sukawa Y, Adachi Y, Ito M, Mitsuhashi K, Kurihara H, Kanno S, Yamamoto I, Ishigami K, Igarashi H, Maruyama R, Imai K, Yamamoto H, Shinomura Y. Association of Fusobacterium nucleatum with immunity and molecular alterations in colorectal cancer. World J Gastroenterol 2016; 22:557-566. [PMID: 26811607 PMCID: PMC4716059 DOI: 10.3748/wjg.v22.i2.557] [Citation(s) in RCA: 244] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 09/25/2015] [Accepted: 11/13/2015] [Indexed: 02/06/2023] Open
Abstract
The human intestinal microbiome plays a major role in human health and diseases, including colorectal cancer. Colorectal carcinogenesis represents a heterogeneous process with a differing set of somatic molecular alterations, influenced by diet, environmental and microbial exposures, and host immunity. Fusobacterium species are part of the human oral and intestinal microbiota. Metagenomic analyses have shown an enrichment of Fusobacterium nucleatum (F. nucleatum) in colorectal carcinoma tissue. Using 511 colorectal carcinomas from Japanese patients, we assessed the presence of F. nucleatum. Our results showed that the frequency of F. nucleatum positivity in the Japanese colorectal cancer was 8.6% (44/511), which was lower than that in United States cohort studies (13%). Similar to the United States studies, F. nucleatum positivity in Japanese colorectal cancers was significantly associated with microsatellite instability (MSI)-high status. Regarding the immune response in colorectal cancer, high levels of infiltrating T-cell subsets (i.e., CD3+, CD8+, CD45RO+, and FOXP3+ cells) have been associated with better patient prognosis. There is also evidence to indicate that molecular features of colorectal cancer, especially MSI, influence T-cell-mediated adaptive immunity. Concerning the association between the gut microbiome and immunity, F. nucleatum has been shown to expand myeloid-derived immune cells, which inhibit T-cell proliferation and induce T-cell apoptosis in colorectal cancer. This finding indicates that F. nucleatum possesses immunosuppressive activities by inhibiting human T-cell responses. Certain microRNAs are induced during the macrophage inflammatory response and have the ability to regulate host-cell responses to pathogens. MicroRNA-21 increases the levels of IL-10 and prostaglandin E2, which suppress antitumor T-cell-mediated adaptive immunity through the inhibition of the antigen-presenting capacities of dendritic cells and T-cell proliferation in colorectal cancer cells. Thus, emerging evidence may provide insights for strategies to target microbiota, immune cells and tumor molecular alterations for colorectal cancer prevention and treatment. Further investigation is needed to clarify the association of Fusobacterium with T-cells and microRNA expressions in colorectal cancer.
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30
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Kano H, Takayama T, Midorikawa Y, Nagase H. Promoter hypomethylation of RAR-related orphan receptor α 1 is correlated with unfavorable clinicopathological features in patients with colorectal cancer. Biosci Trends 2016; 10:202-9. [DOI: 10.5582/bst.2016.01097] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Hisao Kano
- Department of Cancer Genetics, Nihon University School of Medicine
- Department of Digestive Surgery, Nihon University School of Medicine
| | | | - Yutaka Midorikawa
- Department of Digestive Surgery, Nihon University School of Medicine
| | - Hiroki Nagase
- Department of Cancer Genetics, Nihon University School of Medicine
- Division of Cancer Genetics, Chiba Cancer Center Research Institute
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31
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Mishima C, Kagara N, Tanei T, Naoi Y, Shimoda M, Shimomura A, Shimazu K, Kim SJ, Noguchi S. Loss of imprinting of IGF2 in fibroadenomas and phyllodes tumors of the breast. Oncol Rep 2015; 35:1511-8. [PMID: 26676988 DOI: 10.3892/or.2015.4489] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Accepted: 11/22/2015] [Indexed: 11/05/2022] Open
Abstract
Loss of imprinting (LOI) of insulin-like growth factor 2 (IGF2) is thought to be implicated in the pathogenesis of some tumors by upregulating IGF2 mRNA but its role in the pathogenesis of fibroadenomas (FAs) and phyllodes tumors (PTs) of the breast is yet to be studied. LOI of IGF2 was investigated in 25 FAs and 17 PTs which were heterozygous for Apa I polymorphism, and was found to be present in 13 FAs and 12 PTs. IGF2 mRNA expression was more upregulated in FAs and PTs than in paired surrounding normal tissues and laser microdissection showed that IGF2 mRNA expression was significantly higher in the stromal than the epithelial cells. LOI was not associated with upregulation of IGF2 mRNA, nor were MED12 mutations and methylation status of the differentially methylated region 0 (DMR0) of IGF2. These results demonstrate that IGF2 mRNA expression is more upregulated in FAs and PTs than in normal tissues, especially in their stromal cells, but such an upregulation is not related to LOI of IGF2, and that hypomethylation of DMR0 is unlikely to be involved in induction of LOI.
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Affiliation(s)
- Chieko Mishima
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Naofumi Kagara
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Tomonori Tanei
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Yasuto Naoi
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Masafumi Shimoda
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Atsushi Shimomura
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Kenzo Shimazu
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Seung Jin Kim
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
| | - Shinzaburo Noguchi
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, Yamadaoka, Suita-shi, Osaka 565-0871, Japan
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32
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Molecular Features and Methylation Status in Early Onset (≤40 Years) Colorectal Cancer: A Population Based, Case-Control Study. Gastroenterol Res Pract 2015; 2015:132190. [PMID: 26557847 PMCID: PMC4629034 DOI: 10.1155/2015/132190] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Accepted: 04/02/2015] [Indexed: 02/07/2023] Open
Abstract
Colorectal cancer is usually considered a disease of the elderly. However, a small fraction of patients develops colorectal cancer earlier. The aim of our study was to define the frequency of known hereditary colorectal syndromes and to characterise genetic and epigenetic features of early nonhereditary tumors. Thirty-three patients ≤40 years with diagnosis of colorectal cancer and 41 patients with disease at >60 years of age were investigated for MSI, Mismatch Repair proteins expression, KRAS and BRAF mutations, hypermethylation, and LINE-1 hypomethylation. Detection of germline mutations was performed in Mismatch Repair, APC and MUTYH genes. Early onset colorectal cancer showed a high incidence of hereditary forms (18%). KRAS mutations were detected in 36% of early nonhereditary tumors. Early onset colorectal cancer disclosed an average number of methylated genes significantly lower when compared to the controls (p = 0.02). Finally both of the two groups were highly methylated in ESR1, GATA5, and WT1 genes and were similar for LINE-1 hypomethylation. The genetic make-up of carcinomas differs from young to elderly patients. Early onset tumors showed more frequently a constitutional defective of Mismatch Repair System and a minor number of methylated genes. Hypermethylation of ESR1, GATA5, and WT1 genes suggests possible markers in the earlier diagnosis of colorectal tumorigenesis.
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33
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Okugawa Y, Grady WM, Goel A. Epigenetic Alterations in Colorectal Cancer: Emerging Biomarkers. Gastroenterology 2015; 149:1204-1225.e12. [PMID: 26216839 PMCID: PMC4589488 DOI: 10.1053/j.gastro.2015.07.011] [Citation(s) in RCA: 525] [Impact Index Per Article: 58.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2015] [Revised: 07/13/2015] [Accepted: 07/20/2015] [Indexed: 02/06/2023]
Abstract
Colorectal cancer (CRC) is a leading cause of cancer deaths worldwide. One of the fundamental processes driving the initiation and progression of CRC is the accumulation of a variety of genetic and epigenetic changes in colonic epithelial cells. Over the past decade, major advances have been made in our understanding of cancer epigenetics, particularly regarding aberrant DNA methylation, microRNA (miRNA) and noncoding RNA deregulation, and alterations in histone modification states. Assessment of the colon cancer "epigenome" has revealed that virtually all CRCs have aberrantly methylated genes and altered miRNA expression. The average CRC methylome has hundreds to thousands of abnormally methylated genes and dozens of altered miRNAs. As with gene mutations in the cancer genome, a subset of these epigenetic alterations, called driver events, are presumed to have a functional role in CRC. In addition, the advances in our understanding of epigenetic alterations in CRC have led to these alterations being developed as clinical biomarkers for diagnostic, prognostic, and therapeutic applications. Progress in this field suggests that these epigenetic alterations will be commonly used in the near future to direct the prevention and treatment of CRC.
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Affiliation(s)
- Yoshinaga Okugawa
- Gastrointestinal Cancer Research Laboratory, Division of Gastroenterology, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, Dallas, Texas
| | - William M Grady
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Division of Gastroenterology, University of Washington School of Medicine, Seattle, Washington.
| | - Ajay Goel
- Gastrointestinal Cancer Research Laboratory, Division of Gastroenterology, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, Dallas, Texas.
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34
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Vangeel EB, Izzi B, Hompes T, Vansteelandt K, Lambrechts D, Freson K, Claes S. DNA methylation in imprinted genesIGF2andGNASXLis associated with prenatal maternal stress. GENES BRAIN AND BEHAVIOR 2015; 14:573-82. [DOI: 10.1111/gbb.12249] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2015] [Revised: 08/12/2015] [Accepted: 08/21/2015] [Indexed: 12/30/2022]
Affiliation(s)
- E. B. Vangeel
- Genetic Research about Stress and Psychiatry (GRASP), Department of Neurosciences; Leuven Belgium
- Center for Molecular and Vascular Biology (CMVB), Department of Cardiovascular Sciences; University of Leuven; Leuven Belgium
| | - B. Izzi
- Center for Molecular and Vascular Biology (CMVB), Department of Cardiovascular Sciences; University of Leuven; Leuven Belgium
| | - T. Hompes
- Genetic Research about Stress and Psychiatry (GRASP), Department of Neurosciences; Leuven Belgium
- University Psychiatric Center, University of Leuven; Leuven Belgium
| | - K. Vansteelandt
- University Psychiatric Center, University of Leuven; Leuven Belgium
| | - D. Lambrechts
- Laboratory of Translational Genetics, Department of Oncology; University of Leuven; Leuven Belgium
- Vesalius Research Center (VRC), VIB; Leuven Belgium
| | - K. Freson
- Center for Molecular and Vascular Biology (CMVB), Department of Cardiovascular Sciences; University of Leuven; Leuven Belgium
| | - S. Claes
- Genetic Research about Stress and Psychiatry (GRASP), Department of Neurosciences; Leuven Belgium
- University Psychiatric Center, University of Leuven; Leuven Belgium
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35
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Murphy SK, Erginer E, Huang Z, Visco Z, Hoyo C. Genotype-Epigenotype Interaction at the IGF2 DMR. Genes (Basel) 2015; 6:777-89. [PMID: 26343731 PMCID: PMC4584329 DOI: 10.3390/genes6030777] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 08/18/2015] [Accepted: 08/21/2015] [Indexed: 11/16/2022] Open
Abstract
Paternally expressed Insulin-like Growth Factor II (IGF2) encodes a gene whose protein product functions as a potent growth mitogen. Overexpression of IGF2 has been implicated in a wide number of disorders and diseases. IGF2 is regulated in part by differential methylation of the two parentally derived alleles. The differentially methylated region (DMR) located upstream of the imprinted promoters of IGF2 exhibits plasticity under environmental stress and is hypomethylated in several types of cancer. Through bisulfite pyrosequencing and confirmation by nucleotide sequencing, we discovered a CpG to CpC transversion that results in hypomethylation of one of the three CpGs comprising this DMR. The presence of the polymorphism introduces a genetic rather than an environmentally-driven epigenetic source of hypomethylation that is additive to non-genetic sources.
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Affiliation(s)
- Susan K Murphy
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University Medical Center, Box 91012, B223 LSRC Building, Durham, NC 27708, USA.
| | - Erin Erginer
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University Medical Center, Box 91012, B223 LSRC Building, Durham, NC 27708, USA.
| | - Zhiqing Huang
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University Medical Center, Box 91012, B223 LSRC Building, Durham, NC 27708, USA.
| | - Zachary Visco
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University Medical Center, Box 91012, B223 LSRC Building, Durham, NC 27708, USA.
| | - Cathrine Hoyo
- Department of Biological Sciences, North Carolina State University, Raleigh, NC 27695, USA.
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36
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Relationship between LINE-1 hypomethylation and Helicobacter pylori infection in gastric mucosae. Med Oncol 2015; 32:117. [DOI: 10.1007/s12032-015-0571-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 03/13/2015] [Indexed: 12/30/2022]
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37
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SUN HUILING, PAN YUQIN, HE BANGSHUN, DENG QIWEN, LI RUI, XU YEQIONG, CHEN JIE, GAO TIANYI, YING HOUQUN, WANG FENG, LIU XIAN, WANG SHUKUI. Gene therapy for human colorectal cancer cell lines with recombinant adenovirus 5 based on loss of the insulin-like growth factor 2 imprinting. Int J Oncol 2015; 46:1759-67. [DOI: 10.3892/ijo.2015.2852] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Accepted: 12/29/2014] [Indexed: 11/06/2022] Open
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38
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Barrow TM, Barault L, Ellsworth RE, Harris HR, Binder AM, Valente AL, Shriver CD, Michels KB. Aberrant methylation of imprinted genes is associated with negative hormone receptor status in invasive breast cancer. Int J Cancer 2015; 137:537-47. [PMID: 25560175 DOI: 10.1002/ijc.29419] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 12/19/2014] [Indexed: 11/07/2022]
Abstract
Epigenetic regulation of imprinted genes enables monoallelic expression according to parental origin, and its disruption is implicated in many cancers and developmental disorders. The expression of hormone receptors is significant in breast cancer because they are indicators of cancer cell growth rate and determine response to endocrine therapies. We investigated the frequency of aberrant events and variation in DNA methylation at nine imprinted sites in invasive breast cancer and examined the association with estrogen and progesterone receptor status. Breast tissue and blood from patients with invasive breast cancer (n = 38) and benign breast disease (n = 30) were compared with those from healthy individuals (n = 36), matched with the cancer patients by age at diagnosis, ethnicity, body mass index, menopausal status and familial history of cancer. DNA methylation and allele-specific expression were analyzed by pyrosequencing. Tumor-specific methylation changes at IGF2 DMR2 were observed in 59% of cancer patients, IGF2 DMR0 in 38%, DIRAS3 DMR in 36%, GRB10 ICR in 23%, PEG3 DMR in 21%, MEST ICR in 19%, H19 ICR in 18%, KvDMR in 8% and SNRPN/SNURF ICR in 4%. Variation in methylation was significantly greater in breast tissue from cancer patients compared with that in healthy individuals and benign breast disease. Aberrant methylation of three or more sites was significantly associated with negative estrogen-alpha (Fisher's exact test, p = 0.02) and progesterone-A (p = 0.02) receptor status. Aberrant events and increased variation in imprinted gene DNA methylation, therefore, seem to be frequent in invasive breast cancer and are associated with negative estrogen and progesterone receptor status, without loss of monoallelic expression.
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Affiliation(s)
- Timothy M Barrow
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Institute for Prevention and Cancer Epidemiology, University Medical Center Freiburg, Freiburg, Germany
| | - Ludovic Barault
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Rachel E Ellsworth
- Clinical Breast Care Project, Henry M. Jackson Foundation for the Advancement of Military Medicine, Windber, PA
| | - Holly R Harris
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Alexandra M Binder
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Allyson L Valente
- Clinical Breast Care Project, Windber Research Institute, Windber, PA
| | - Craig D Shriver
- Clinical Breast Care Project, Walter Reed National Military Medical Center, Bethesda, MD
| | - Karin B Michels
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Institute for Prevention and Cancer Epidemiology, University Medical Center Freiburg, Freiburg, Germany.,Department of Epidemiology, Harvard School of Public Health, Boston, MA
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39
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Savio AJ, Bapat B. Beyond the island: epigenetic biomarkers of colorectal and prostate cancer. Methods Mol Biol 2015; 1238:103-24. [PMID: 25421657 DOI: 10.1007/978-1-4939-1804-1_6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Epigenetic dysregulation is a common feature across all cancer types. Epigenetic mechanisms, from DNA methylation to histone modifications, allow for a vast number of cellular phenotypes to be created from the same genetic material. Just as certain genetic changes play a key role in tumor initiation and progression, epigenetic changes may also set the course of tumor development and be required for malignant transformation. The most frequently studied epigenetic changes investigated thus far are global genomic DNA hypomethylation along with specific hypermethylation, predominantly at promoter CpG islands of tumor suppressor genes. In addition to DNA methylation changes at CpG islands, there is an abundance of other epigenetic alterations occurring within cancer cells including DNA methylation alterations outside of CpG islands, non-CpG methylation, changes in cytosine oxidative species (hydroxymethylcytosine, formylcytosine, carboxylcytosine) levels, and histone modifications. This chapter examines epigenetic alterations beyond the island, and summarizes recent findings in DNA-based epigenetic regulation of the two most commonly diagnosed cancers in the Western world: colorectal cancer and prostate cancer.
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Affiliation(s)
- Andrea J Savio
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
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40
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Nishihara R, Wang M, Qian ZR, Baba Y, Yamauchi M, Mima K, Sukawa Y, Kim SA, Inamura K, Zhang X, Wu K, Giovannucci EL, Chan AT, Fuchs CS, Ogino S, Schernhammer ES. Alcohol, one-carbon nutrient intake, and risk of colorectal cancer according to tumor methylation level of IGF2 differentially methylated region. Am J Clin Nutr 2014; 100:1479-88. [PMID: 25411283 PMCID: PMC4232016 DOI: 10.3945/ajcn.114.095539] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 09/19/2014] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Although a higher consumption of alcohol, which is a methyl-group antagonist, was previously associated with colorectal cancer risk, mechanisms remain poorly understood. OBJECTIVE We hypothesized that excess alcohol consumption might increase risk of colorectal carcinoma with hypomethylation of insulin-like growth factor 2 (IGF2) differentially methylated region-0 (DMR0), which was previously associated with a worse prognosis. DESIGN With the use of a molecular pathologic epidemiology database in 2 prospective cohort studies, the Nurses' Health Study and Health Professionals Follow-up Study, we examined the association between alcohol intake and incident colorectal cancer according to the tumor methylation level of IGF2 DMR0. Duplication-method Cox proportional cause-specific hazards regression for competing risk data were used to compute HRs and 95% CIs. In addition, we investigated intakes of vitamin B-6, vitamin B-12, methionine, and folate as exposures. RESULTS During 3,206,985 person-years of follow-up, we identified 993 rectal and colon cancer cases with an available tumor DNA methylation status. Compared with no alcohol consumption, the consumption of ≥15 g alcohol/d was associated with elevated risk of colorectal cancer with lower levels of IGF2 DMR0 methylation [within the first and second quartiles: HRs of 1.55 (95% CI: 1.08, 2.24) and 2.11 (95% CI: 1.44, 3.07), respectively]. By contrast, alcohol consumption was not associated with cancer with higher levels of IGF2 DMR0 methylation. The association between alcohol and cancer risk differed significantly by IGF2 DMR0 methylation level (P-heterogeneity = 0.006). The association of vitamin B-6, vitamin B-12, and folate intakes with cancer risk did not significantly differ according to IGF2 DMR0 methylation level (P-heterogeneity > 0.2). CONCLUSIONS Higher alcohol consumption was associated with risk of colorectal cancer with IGF2 DMR0 hypomethylation but not risk of cancer with high-level IGF2 DMR0 methylation. The association between alcohol intake and colorectal cancer risk may differ by tumor epigenetic features.
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Affiliation(s)
- Reiko Nishihara
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Molin Wang
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Zhi Rong Qian
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Yoshifumi Baba
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Mai Yamauchi
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Kosuke Mima
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Yasutaka Sukawa
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Sun A Kim
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Kentaro Inamura
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Xuehong Zhang
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Kana Wu
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Edward L Giovannucci
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Andrew T Chan
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Charles S Fuchs
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Shuji Ogino
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
| | - Eva S Schernhammer
- From the Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA (RN, ZRQ, MY, KM, YS, SAK, KI, CSF, and SO); the Departments of Nutrition (RN, KW, and ELG), Epidemiology (MW, ELG, SO, and ESS), and Biostatistics (MW), Harvard School of Public Health, Boston, MA; the Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (MW, XZ, KW, ELG, ATC, CSF, and ESS); the Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto, Japan (YB); the Division of Gastroenterology, Massachusetts General Hospital, Boston, MA (ATC); and Applied Cancer Research-Institution for Translational Research Vienna, Vienna, Austria (ESS)
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Abstract
Colorectal cancer (CRC) results from a stepwise accumulation of genetic and epigenetic alterations that transform the normal colonic epithelium into cancer. DNA methylation represents one of the most studied epigenetic marks in CRC, and three common epigenotypes have been identified characterized by high, intermediate and low methylation profiles, respectively. Combining DNA methylation data with gene mutations and cytogenetic alterations occurring in CRC is nowadays allowing the characterization of different CRC subtypes, but the crosstalk between DNA methylation and other epigenetic mechanisms, such as histone tail modifications and the deregulated expression of non-coding RNAs is not yet clearly defined. Epigenetic biomarkers are increasingly recognized as promising diagnostic and prognostic tools in CRC, and the potential of therapeutic applications aimed at targeting the epigenome is under investigation.
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Affiliation(s)
- Fabio Coppedè
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Medical School, Via Roma 55, 56126 Pisa, Italy
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Naito T, Nosho K, Ito M, Igarashi H, Mitsuhashi K, Yoshii S, Aoki H, Nomura M, Sukawa Y, Yamamoto E, Adachi Y, Takahashi H, Hosokawa M, Fujita M, Takenouchi T, Maruyama R, Suzuki H, Baba Y, Imai K, Yamamoto H, Ogino S, Shinomura Y. IGF2 differentially methylated region hypomethylation in relation to pathological and molecular features of serrated lesions. World J Gastroenterol 2014; 20:10050-10061. [PMID: 25110432 PMCID: PMC4123334 DOI: 10.3748/wjg.v20.i29.10050] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2014] [Revised: 03/01/2014] [Accepted: 04/23/2014] [Indexed: 02/07/2023] Open
Abstract
AIM: To investigate insulin-like growth factor 2 (IGF2) differentially methylated region (DMR)0 hypomethylation in relation to clinicopathological and molecular features in colorectal serrated lesions.
METHODS: To accurately analyze the association between the histological types and molecular features of each type of serrated lesion, we consecutively collected 1386 formalin-fixed paraffin-embedded tissue specimens that comprised all histological types [hyperplastic polyps (HPs, n = 121), sessile serrated adenomas (SSAs, n = 132), traditional serrated adenomas (TSAs, n = 111), non-serrated adenomas (n = 195), and colorectal cancers (CRCs, n = 827)]. We evaluated the methylation levels of IGF2 DMR0 and long interspersed nucleotide element-1 (LINE-1) in HPs (n = 115), SSAs (n = 120), SSAs with cytological dysplasia (n = 10), TSAs (n = 91), TSAs with high-grade dysplasia (HGD) (n = 15), non-serrated adenomas (n = 80), non-serrated adenomas with HGD (n = 105), and CRCs (n = 794). For the accurate quantification of the relative methylation levels (scale 0%-100%) of IGF2 DMR0 and LINE-1, we used bisulfite pyrosequencing method. Tumor specimens were analyzed for microsatellite instability, KRAS (codons 12 and 13), BRAF (V600E), and PIK3CA (exons 9 and 20) mutations; MLH1 and MGMT methylation; and IGF2 expression by immunohistochemistry.
RESULTS: The distribution of the IGF2 DMR0 methylation level in 351 serrated lesions and 185 non-serrated adenomas (with or without HGD) was as follows: mean 61.7, median 62.5, SD 18.0, range 5.0-99.0, interquartile range 49.5-74.4. The IGF2 DMR0 methylation level was divided into quartiles (Q1 ≥ 74.5, Q2 62.6-74.4, Q3 49.6-62.5, Q4 ≤ 49.5) for further analysis. With regard to the histological type, the IGF2 DMR0 methylation levels of SSAs (mean ± SD, 73.1 ± 12.3) were significantly higher than those of HPs (61.9 ± 20.5), TSAs (61.6 ± 19.6), and non-serrated adenomas (59.0 ± 15.8) (P < 0.0001). The IGF2 DMR0 methylation level was inversely correlated with the IGF2 expression level (r = -0.21, P = 0.0051). IGF2 DMR0 hypomethylation was less frequently detected in SSAs compared with HPs, TSAs, and non-serrated adenomas (P < 0.0001). Multivariate logistic regression analysis also showed that IGF2 DMR0 hypomethylation was inversely associated with SSAs (P < 0.0001). The methylation levels of IGF2 DMR0 and LINE-1 in TSAs with HGD (50.2 ± 18.7 and 55.7 ± 5.4, respectively) were significantly lower than those in TSAs (61.6 ± 19.6 and 58.8 ± 4.7, respectively) (IGF2 DMR0, P = 0.038; LINE-1, P = 0.024).
CONCLUSION: IGF2 DMR0 hypomethylation may be an infrequent epigenetic alteration in the SSA pathway. Hypomethylation of IGF2 DMR0 and LINE-1 may play a role in TSA pathway progression.
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Lin JH, Giovannucci E. Environmental Exposure and Tumor Heterogeneity in Colorectal Cancer Risk and Outcomes. CURRENT COLORECTAL CANCER REPORTS 2014. [DOI: 10.1007/s11888-014-0208-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Coppedè F, Lopomo A, Spisni R, Migliore L. Genetic and epigenetic biomarkers for diagnosis, prognosis and treatment of colorectal cancer. World J Gastroenterol 2014; 20:943-56. [PMID: 24574767 PMCID: PMC3921546 DOI: 10.3748/wjg.v20.i4.943] [Citation(s) in RCA: 174] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2013] [Revised: 11/21/2013] [Accepted: 12/05/2013] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancer worldwide and results from the accumulation of mutations and epimutations in colonic mucosa cells ultimately leading to cell proliferation and metastasis. Unfortunately, CRC prognosis is still poor and the search of novel diagnostic and prognostic biomarkers is highly desired to prevent CRC-related deaths. The present article aims to summarize the most recent findings concerning the use of either genetic or epigenetic (mainly related to DNA methylation) biomarkers for CRC diagnosis, prognosis, and response to treatment. Recent large-scale DNA methylation studies suggest that CRC can be divided into several subtypes according to the frequency of DNA methylation and those of mutations in key CRC genes, and that this is reflected by different prognostic outcomes. Increasing evidence suggests that the analysis of DNA methylation in blood or fecal specimens could represent a valuable non-invasive diagnostic tool for CRC. Moreover, a broad spectrum of studies indicates that the inter-individual response to chemotherapeutic treatments depends on both epigenetic modifications and genetic mutations occurring in colorectal cancer cells, thereby opening the way for a personalized medicine. Overall, combining genetic and epigenetic data might represent the most promising tool for a proper diagnostic, prognostic and therapeutic approach.
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Murata A, Baba Y, Watanabe M, Shigaki H, Miyake K, Ishimoto T, Iwatsuki M, Iwagami S, Yoshida N, Oki E, Morita M, Nakao M, Baba H. IGF2 DMR0 methylation, loss of imprinting, and patient prognosis in esophageal squamous cell carcinoma. Ann Surg Oncol 2013; 21:1166-74. [PMID: 24318096 DOI: 10.1245/s10434-013-3414-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2013] [Indexed: 12/16/2022]
Abstract
BACKGROUND Insulin like growth factor 2 gene (IGF2) is normally imprinted. Loss of imprinting (LOI) of IGF2 in humans is associated with an increased risk of cancer and is controlled by CpG-rich regions known as differentially methylated regions (DMRs). Specifically, the methylation level at IGF2 DMR0 is correlated with IGF2 LOI and is a suggested surrogate marker for IGF2 LOI. A relationship between IGF2 DMR0 hypomethylation and poor prognosis has been shown in colorectal cancer. However, to our knowledge, no study has examined the relationships among the IGF2 DMR0 methylation level, LOI, and clinical outcome in esophageal squamous cell carcinoma (ESCC). METHODS The IGF2 imprinting status was screened using ApaI polymorphism, and IGF2 protein expression was evaluated by immunohistochemistry with 30 ESCC tissue specimens. For survival analysis, IGF2 DMR0 methylation was measured using a bisulfite pyrosequencing assay with 216 ESCC tissue specimens. RESULTS Twelve (40 %) of 30 cases were informative (i.e., heterozygous for ApaI), and 5 (42 %) of 12 informative cases displayed IGF2 LOI. IGF2 LOI cases exhibited lower DMR0 methylation levels (mean 23 %) than IGF2 non-LOI cases (37 %). The IGF2 DMR0 methylation level was significantly associated with IGF2 protein expression. Among 202 patients eligible for survival analysis, IGF2 DMR0 hypomethylation was significantly associated with higher cancer-specific mortality. CONCLUSIONS The IGF2 DMR0 methylation level in ESCC was associated with IGF2 LOI and IGF2 protein expression. In addition, IGF2 DMR0 hypomethylation was associated with a shorter survival time, suggesting its potential role as a prognostic biomarker.
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Affiliation(s)
- Asuka Murata
- Department of Gastroenterological Surgery, Graduate School of Medical Science, Kumamoto University, Kumamoto City, Kumamoto, Japan
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LINE-1 hypomethylation is associated with a poor prognosis among patients with curatively resected esophageal squamous cell carcinoma. Ann Surg 2013; 257:449-55. [PMID: 23023202 DOI: 10.1097/sla.0b013e31826d8602] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To investigate the relationship between the long interspersed nucleotide element-1 (L1/LINE-1) methylation level and the disease-free survival and cancer-specific survival in patients with esophageal squamous cell carcinoma (ESCC). BACKGROUND Cancer cells exhibit 2 types of deoxyribonucleic acid (DNA) methylation alterations: global DNA hypomethylation and site-specific CpG island promoter hypermethylation. Global DNA hypomethylation plays a role in genomic instability and carcinogenesis. DNA methylation in the LINE-1 repetitive element is a good indicator of the global DNA methylation level. Although the LINE-1 methylation level is attracting interest as a useful marker for predicting cancer prognosis, the prognostic significance of LINE-1 hypomethylaiton in ESCC remains unclear. METHODS Using 217 curatively resected ESCC specimens, we quantified the LINE-1 methylation by utilizing the bisulfite pyrosequencing technology. Promoter methylation levels of MGMT and MLH1 were also evaluated by pyrosequencing. RESULTS ESCC showed significantly lower LINE-1 methylation levels in comparison with matched normal esophageal mucosa (P < 0.0001; N = 50). LINE-1 hypomethylation was significantly associated with disease-free survival [log-rank P = 0.0008; univariate hazard ratio (HR): 2.32, 95% confidence interval (CI): 1.38-3.84, P = 0.0017; multivariate HR: 1.81, 95% CI: 1.06-3.05, P = 0.031] and cancer-specific survival (log-rank P = 0.0020; univariate HR: 2.21, 95% CI: 1.33-3.60, P = 0.0026; multivariate HR: 1.87, 95% CI: 1.12-3.08, P = 0.018]. MGMT and MLH1 hypermethylation were not associated with patient prognosis. CONCLUSIONS LINE-1 hypomethylation in ESCC is associated with a shorter survival, thus suggesting that it has potential for use as a prognostic biomarker.
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Ogino S, Lochhead P, Chan AT, Nishihara R, Cho E, Wolpin BM, Meyerhardt JA, Meissner A, Schernhammer ES, Fuchs CS, Giovannucci E. Molecular pathological epidemiology of epigenetics: emerging integrative science to analyze environment, host, and disease. Mod Pathol 2013; 26:465-84. [PMID: 23307060 PMCID: PMC3637979 DOI: 10.1038/modpathol.2012.214] [Citation(s) in RCA: 178] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Epigenetics acts as an interface between environmental/exogenous factors, cellular responses, and pathological processes. Aberrant epigenetic signatures are a hallmark of complex multifactorial diseases (including neoplasms and malignancies such as leukemias, lymphomas, sarcomas, and breast, lung, prostate, liver, and colorectal cancers). Epigenetic signatures (DNA methylation, mRNA and microRNA expression, etc) may serve as biomarkers for risk stratification, early detection, and disease classification, as well as targets for therapy and chemoprevention. In particular, DNA methylation assays are widely applied to formalin-fixed, paraffin-embedded archival tissue specimens as clinical pathology tests. To better understand the interplay between etiological factors, cellular molecular characteristics, and disease evolution, the field of 'molecular pathological epidemiology (MPE)' has emerged as an interdisciplinary integration of 'molecular pathology' and 'epidemiology'. In contrast to traditional epidemiological research including genome-wide association studies (GWAS), MPE is founded on the unique disease principle, that is, each disease process results from unique profiles of exposomes, epigenomes, transcriptomes, proteomes, metabolomes, microbiomes, and interactomes in relation to the macroenvironment and tissue microenvironment. MPE may represent a logical evolution of GWAS, termed 'GWAS-MPE approach'. Although epigenome-wide association study attracts increasing attention, currently, it has a fundamental problem in that each cell within one individual has a unique, time-varying epigenome. Having a similar conceptual framework to systems biology, the holistic MPE approach enables us to link potential etiological factors to specific molecular pathology, and gain novel pathogenic insights on causality. The widespread application of epigenome (eg, methylome) analyses will enhance our understanding of disease heterogeneity, epigenotypes (CpG island methylator phenotype, LINE-1 (long interspersed nucleotide element-1; also called long interspersed nuclear element-1; long interspersed element-1; L1) hypomethylation, etc), and host-disease interactions. In this article, we illustrate increasing contribution of modern pathology to broader public health sciences, which attests pivotal roles of pathologists in the new integrated MPE science towards our ultimate goal of personalized medicine and prevention.
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Affiliation(s)
- Shuji Ogino
- Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA 02215, USA.
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Abstract
BACKGROUND Genome-wide DNA hypomethylation plays an important role in genomic instability and carcinogenesis. DNA methylation in the long interspersed nucleotide element-1, L1 (LINE-1) repetitive element is a good indicator of the global DNA methylation level. In some types of human neoplasms, LINE-1 methylation level is attracting interest as a predictive marker for patient prognosis. However, the prognostic significance of LINE-1 hypomethylation in gastric cancer remains unclear. METHODS Using 203 resected gastric cancer specimens, we quantified LINE-1 methylation using bisulfite-pyrosequencing technology. A Cox proportional hazards model was used to calculate the hazard ratio (HR), adjusted for the clinical and pathological variables. RESULTS Gastric cancers showed significantly lower LINE-1 methylation levels compared to matched normal gastric mucosa (p < 0.0001; n = 74). Tumoral LINE-1 methylation range was 11.6-97.5 on a 0-100 scale (n = 203; mean 71.4, median 74.4, standard deviation 12.9). LINE-1 hypomethylation was significantly associated with shorter overall survival [log-rank p = 0.029; univariate HR 2.01, 95 % confidence interval (CI) 1.09-3.99, p = 0.023; stage-matched HR 1.88, 95 % CI 1.02-3.74, p = 0.041; multivariate HR 1.98, 95 % CI 1.04-4.04, p = 0.036]. No significant effect modification was observed by any of the covariates in survival analysis (all p interaction >0.25). CONCLUSIONS LINE-1 hypomethylation in gastric cancer is associated with shorter survival, suggesting that it has potential for use as a prognostic biomarker.
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Promoter CpG island methylation in colorectal cancer:. Epigenomics 2012. [DOI: 10.1017/cbo9780511777271.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Yuasa Y, Nagasaki H, Oze I, Akiyama Y, Yoshida S, Shitara K, Ito S, Hosono S, Watanabe M, Ito H, Tanaka H, Kang D, Pan KF, You WC, Matsuo K. Insulin-like growth factor 2 hypomethylation of blood leukocyte DNA is associated with gastric cancer risk. Int J Cancer 2012; 131:2596-603. [PMID: 22447362 DOI: 10.1002/ijc.27554] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Accepted: 03/14/2012] [Indexed: 12/13/2022]
Abstract
To determine whether or not the methylation status of blood leukocyte DNA can be used as a surrogate marker of the risk for cancer, we quantitatively determined the methylation levels of insulin-like growth factor 2 (IGF2) and TUSC3 in 299 gastric cancer cases, and 299 age- and gender-matched controls. The IGF2 methylation levels in blood leukocyte DNA of the cases were lower than those of the healthy controls and there was a significant trend of increasing gastric cancer risk with decreasing methylation level of IGF2. Patients with hypermethylated IGF2 in blood leukocyte DNA showed a significantly better survival rate than those with hypomethylated IGF2, indicating that the IGF2 methylation level in blood leukocyte DNA can be a possible marker not only of the risk for but also of the prognosis of gastric cancer. In contrast, the TUSC3 methylation level in blood leukocyte DNA was higher in the cases than in the healthy controls, but the difference was not significant. The past lifestyle and clinicopathological characteristics of the participants were analyzed for any relationship with the methylation level. With aging and smoking, methylation of IGF2 and TUSC3 decreased and increased in blood leukocyte DNA, respectively. These results indicate that the methylation level of IGF2 in blood leukocyte DNA may be used as an important surrogate marker of the risk for gastric cancer.
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Affiliation(s)
- Yasuhito Yuasa
- Department of Molecular Oncology, Tokyo Medical and Dental University, Tokyo, Japan.
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