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Fernandez-De-Los-Reyes I, Gomez-Dorronsoro M, Monreal-Santesteban I, Fernandez-Fernandez A, Fraga M, Azcue P, Alonso L, Fernandez-Marlasca B, Suarez J, Cordoba-Iturriagagoitia A, Guerrero-Setas D. ZEB1 hypermethylation is associated with better prognosis in patients with colon cancer. Clin Epigenetics 2023; 15:193. [PMID: 38093305 PMCID: PMC10720242 DOI: 10.1186/s13148-023-01605-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 11/19/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Colon cancer (CC) is a heterogeneous disease that is categorized into four Consensus Molecular Subtypes (CMS) according to gene expression. Patients with loco-regional CC (stages II/III) lack prognostic factors, making it essential to analyze new molecular markers that can delineate more aggressive tumors. Aberrant methylation of genes that are essential in crucial mechanisms such as epithelial mesenchymal transition (EMT) contributes to tumor progression in CC. We evaluate the presence of hyper- and hypomethylation in subrogate IHC markers used for CMS classification (CDX2, FRMD6, HTR2B, ZEB1) of 144 stage II/III patients and CC cell lines by pyrosequencing. ZEB1 expression was also studied in control and shRNA-silenced CC cell lines and in paired normal tissue/tumors by quantitative PCR. The pattern of ZEB1 staining was also analyzed in methylated/unmethylated tumors by immunohistochemistry. RESULTS We describe for the first time the hypermethylation of ZEB1 gene and the hypomethylation of the FRMD6 gene in 32.6% and 50.9% of tumors, respectively. Additionally, we confirm the ZEB1 re-expression by epigenetic drugs in methylated cell lines. ZEB1 hypermethylation was more frequent in CMS1 patients and, more importantly, was a good prognostic factor related to disease-free survival (p = 0.015) and overall survival (p = 0.006) in our patient series, independently of other significant clinical parameters such as patient age, stage, lymph node involvement, and blood vessel and perineural invasion. CONCLUSIONS Aberrant methylation is present in the subrogate genes used for CMS classification. Our results are the first evidence that ZEB1 is hypermethylated in CC and that this alteration is an independent factor of good prognosis.
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Affiliation(s)
- Irene Fernandez-De-Los-Reyes
- Department of Pathology, Hospital Universitario de Navarra (HUN), Irunlarrea 3, 31008, Pamplona, Spain
- Molecular Pathology of Cancer Group, Navarrabiomed, Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008, Pamplona, Spain
| | - Marisa Gomez-Dorronsoro
- Department of Pathology, Hospital Universitario de Navarra (HUN), Irunlarrea 3, 31008, Pamplona, Spain
- Oncogenetic and Hereditary Cancer Group, Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008, Pamplona, Spain
| | - Iñaki Monreal-Santesteban
- Molecular Pathology of Cancer Group, Navarrabiomed, Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008, Pamplona, Spain
| | - Agustín Fernandez-Fernandez
- Nanomaterials and Nanotechnology Research Center (CINN-CSIC), 33940, El Entrego, Spain
- Health Research Institute of Asturias (ISPA), 33011, Oviedo, Spain
- University Institute of Oncology (IUOPA), University of Oviedo, 33006, Oviedo, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 28029, Madrid, Spain
| | - Mario Fraga
- Nanomaterials and Nanotechnology Research Center (CINN-CSIC), 33940, El Entrego, Spain
- Health Research Institute of Asturias (ISPA), 33011, Oviedo, Spain
- University Institute of Oncology (IUOPA), University of Oviedo, 33006, Oviedo, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 28029, Madrid, Spain
| | - Pablo Azcue
- Department of Health Science, Public University of Navarra, Irunlarrea 3, 31008, Pamplona, Spain
| | - Laura Alonso
- Department of Pathology, Hospital Universitario de Navarra (HUN), Irunlarrea 3, 31008, Pamplona, Spain
| | | | - Javier Suarez
- Department of Surgery, Hospital Universitario de Navarra (HUN), Irunlarrea 3, 31008, Pamplona, Spain
| | - Alicia Cordoba-Iturriagagoitia
- Department of Pathology, Hospital Universitario de Navarra (HUN), Irunlarrea 3, 31008, Pamplona, Spain
- Molecular Pathology of Cancer Group, Navarrabiomed, Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008, Pamplona, Spain
| | - David Guerrero-Setas
- Department of Pathology, Hospital Universitario de Navarra (HUN), Irunlarrea 3, 31008, Pamplona, Spain.
- Molecular Pathology of Cancer Group, Navarrabiomed, Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008, Pamplona, Spain.
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A ten-gene methylation signature as a novel biomarker for improving prediction of prognosis and indicating gene targets in endometrial cancer. Genomics 2021; 113:2032-2044. [PMID: 33915245 DOI: 10.1016/j.ygeno.2021.04.035] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 03/10/2021] [Accepted: 04/23/2021] [Indexed: 12/17/2022]
Abstract
Endometrial cancer (EC) is a common female reproductive tumor worldwide. Nonetheless, the pathogenesis of EC still remains ambiguous and associated epigenetic mechanism still to be explored. The goal of this study is to investigate whether gene methylation signature is associated with overall survival (OS) for EC patients. In this study, a 10-gene methylation risk model was built and the OS in high- and low-risk groups was significant different. The area under the ROC curve (AUC) of this model was 0.856 at 5 years survival. The nomogram could accurately predict the OS in EC patients, with concordance index and AUC at 5 year survival reached 0.796 and 0.792, respectively. Furthermore, we verified the nomogram with 24 patients in our center and the Kaplan-Meier survival curve also proved to be significantly different (p < 0.01). WGCNA revealed a key gene group for the model and further bioinformatics analysis indicated 6 genes as the hub genes in the module. Knockdown of MMP12 inhibited the proliferation, invasion and metastasis of EC cells. After all, a methylation signature and a nomogram based on this signature were constructed, and they could both predict survival in patients with EC. Moreover, WGCNA model identified MMP12 as a potential target for the treatment of EC.
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Wang HB, Wei H, Wang JS, Li L, Chen AY, Li ZG. Down-regulated expression of LINC00518 prevents epithelial cell growth and metastasis in breast cancer through the inhibition of CDX2 methylation and the Wnt signaling pathway. Biochim Biophys Acta Mol Basis Dis 2019; 1865:708-723. [PMID: 30611858 DOI: 10.1016/j.bbadis.2019.01.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 12/07/2018] [Accepted: 01/02/2019] [Indexed: 01/02/2023]
Abstract
Breast cancer (BC)-related mortality is associated with the potential metastatic properties of the primary breast tumors. The following study was conducted with the main focus on the effect of LINC00518 on the growth and metastasis of BC epithelial cells via the Wnt signaling pathway through regulation of the methylation of CDX2 gene. Initially, differentially expressed long intergenic non-protein coding RNAs (lincRNAs) related to BC were screened out in the Cancer Genome Atlas (TCGA) database, after which we detected the LINC00518 expression and localization in BC tissues and cells. Then the CDX2 positive expression and methylation level were identified. The targeting relationship of LINC00518 and CDX2, and binding methyltransferase in the promoter region were examined. BC epithelial cell proliferation, colony formation ability, invasion, migration and apoptosis were further evaluated. The lincRNA expression data related to BC downloaded from the TCGA database revealed that there was a high expression of LINC00518 in BC, and a negative correlation between LINC00518 and CDX2. In addition, LINC00518 promotes CDX2 methylation by recruiting DNA methyltransferase through activating the Wnt signaling pathway. The down-regulation of LINC00518 inhibited proliferation, invasion, migration, and EMT of BC epithelial cells while enhancing apoptosis. The inhibitory effects of LINC00518 down-regulation was reversed by CDX2 down-regulation. In conclusion, our findings revealed that down-regulation of LINC00518 might have the ability to suppress BC progression by up-regulating CDX2 expression through the reduction of methylation and blockade of the Wnt signaling pathway, resulting in the inhibition of proliferation and promotion of apoptosis of BC epithelial cells.
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Affiliation(s)
- Hong-Bin Wang
- Department of Breast Surgery (No. 2 Sickroom), Harbin Medical University Cancer Hospital, Harbin 150081, PR China
| | - Hong Wei
- Department of In-Patient Ultrasound, The 2nd Affiliated Hospital of Harbin Medical University, Harbin 150081, PR China
| | - Jin-Song Wang
- Department of Breast Surgery (No. 2 Sickroom), Harbin Medical University Cancer Hospital, Harbin 150081, PR China
| | - Lin Li
- Department of Breast Surgery (No. 2 Sickroom), Harbin Medical University Cancer Hospital, Harbin 150081, PR China
| | - An-Yue Chen
- Department of Breast Surgery (No. 2 Sickroom), Harbin Medical University Cancer Hospital, Harbin 150081, PR China
| | - Zhi-Gao Li
- Department of Breast Surgery (No. 2 Sickroom), Harbin Medical University Cancer Hospital, Harbin 150081, PR China.
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Vedeld HM, Goel A, Lind GE. Epigenetic biomarkers in gastrointestinal cancers: The current state and clinical perspectives. Semin Cancer Biol 2018; 51:36-49. [PMID: 29253542 PMCID: PMC7286571 DOI: 10.1016/j.semcancer.2017.12.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 11/17/2017] [Accepted: 12/12/2017] [Indexed: 02/07/2023]
Abstract
Each year, almost 4.1 million people are diagnosed with gastrointestinal (GI) cancers. Due to late detection of this disease, the mortality is high, causing approximately 3 million cancer-related deaths annually, worldwide. Although the incidence and survival differs according to organ site, earlier detection and improved prognostication have the potential to reduce overall mortality burden from these cancers. Epigenetic changes, including aberrant promoter DNA methylation, are common events in both cancer initiation and progression. Furthermore, such changes may be identified non-invasively with the use of PCR based methods, in bodily fluids of cancer patients. These features make aberrant DNA methylation a promising substrate for the development of disease biomarkers for early detection, prognosis and for predicting response to therapy. In this article, we will provide an update and current clinical perspectives for DNA methylation alterations in patients with colorectal, gastric, pancreatic, liver and esophageal cancers, and discuss their potential role as cancer biomarkers.
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Affiliation(s)
- Hege Marie Vedeld
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K.G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway; Centre for Cancer Biomedicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Ajay Goel
- Center for Gastrointestinal Research, and Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA.
| | - Guro E Lind
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K.G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway; Centre for Cancer Biomedicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
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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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Zhong A, Tian Y, Zhang H, Lai M. DNA hydroxymethylation of colorectal primary carcinoma and its association with survival. J Surg Oncol 2018. [PMID: 29529342 DOI: 10.1002/jso.24978] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
METHODS A total of 71 cases of colorectal carcinoma with hepatic metastasis were enrolled from the Department of Pathology of SIR RUN RUN SHAW Hospital. Paired primary tumors, hepatic metastases, and normal mucosa samples were collected from formalin-fixed paraffin-embedded tissues by manual macrodissection. And global levels of DNA methylation and hydroxymethylation in these tissues, measured by an ELISA-like microplate-based colorimetric methods. The immunohistochemical expression of 5-methylcytosine and 5-hydroxymethylcytosine were analyzed also. RESULTS The levels of DNA methylation in both primary and metastatic tumors were elevated when compared with normal mucosa, while DNA hydroxymethylation decreased slightly in those tissues. Similar results were observed in immunohistochemical staining. DNA methylation in hepatic metastases differed significantly in lymph node metastases (P = 0.037). And DNA hydroxymethylation in colorectal primary carcinoma was significantly different between tumor grade group (P = 0.018) and gender group (P = 0.048) respectively. And survival analyzes revealed that higher levels DNA hydroxymethylation were associated with better prognosis in colorectal primary carcinoma (P < 0.05). CONCLUSION DNA hydroxymethylation correlated with less aggressive tumor behavior in colorectal cancer and were identified as an independent prognostic factor in patients' overall survival, and downregulation of DNA hydroxymethylation may serve as a useful biomarker for colorectal cancer prognosis evaluation.
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Affiliation(s)
- Anjing Zhong
- Department of Pathology and Pathophysiology, Cancer Research Center, School of Medicine, Hangzhou, Zhejiang University, Zhejiang, P. R. China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, P. R. China.,Pathology Department of the Affiliated Hospital of Jiangsu University, Jiangsu, P. R. China
| | - Yiping Tian
- Department of Pathology and Pathophysiology, Cancer Research Center, School of Medicine, Hangzhou, Zhejiang University, Zhejiang, P. R. China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, P. R. China.,Pathology Department, Zhejiang Cancer Hospital, Hangzhou, P. R. China
| | - Honghe Zhang
- Department of Pathology and Pathophysiology, Cancer Research Center, School of Medicine, Hangzhou, Zhejiang University, Zhejiang, P. R. China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, P. R. China
| | - Maode Lai
- Department of Pathology and Pathophysiology, Cancer Research Center, School of Medicine, Hangzhou, Zhejiang University, Zhejiang, P. R. China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, P. R. China
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Cao B, Zhou X, Yang W, Ma J, Zhou W, Fan D, Hong L. The role of cell-free DNA in predicting colorectal cancer prognosis. Expert Rev Gastroenterol Hepatol 2018; 12:39-48. [PMID: 28838275 DOI: 10.1080/17474124.2017.1372191] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Colorectal cancer is a cancer of the digestive system with poor prognosis. Cell-free DNA has received much attention with its unique predominance, especially in colorectal cancer. Areas covered: This study has summarized recent advancements and challenges regarding cell-free DNA in predicting CRC prognosis. Furthermore, the authors make predictions on the potential developments concerning cell-free DNA in future prognosis prediction techniques. Expert commentary: Cell-free DNA has the value of predicting CRC prognosis as an important biomarke. Further clinical trials should be performed to promote translating cell-free DNA into clinical applications.
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Affiliation(s)
- Bo Cao
- a The First Brigade of Student , Fourth Military Medical University , Xi'an , China
| | - Xin Zhou
- a The First Brigade of Student , Fourth Military Medical University , Xi'an , China
| | - Wanli Yang
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Jiaojiao Ma
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Wei Zhou
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Daiming Fan
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
| | - Liu Hong
- b State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases , Fourth Military Medical University , Xi'an , China
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