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Tagawa M, Hiroi H, Nakano Y, Morishita R, Kobayashi K, Sakai O. Clinical Utility of Circulating Cell-Free DNA as a Liquid Biopsy in Cats With Various Tumours. Vet Comp Oncol 2024; 22:592-601. [PMID: 39385318 DOI: 10.1111/vco.13013] [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] [Received: 05/14/2024] [Revised: 08/27/2024] [Accepted: 09/05/2024] [Indexed: 10/12/2024]
Abstract
Only a limited number of tumour biomarkers are currently available in veterinary medicine, particularly in cats. Cell-free DNA (cfDNA) is an extracellular DNA fragment released upon cell death and is considered a minimally invasive biomarker for the diagnosis and monitoring of various human malignancies. This study aimed to clarify the utility of circulating cfDNA as a liquid biopsy for various feline tumours. Plasma samples were collected from 44 cats with various tumours, 24 cats with other diseases and 10 healthy controls. A follow-up study was conducted in three tumour-bearing patients. All cfDNA concentrations were quantified via real-time polymerase chain reaction (PCR), which provided short and long fragments of a newly identified feline LINE-1 gene. We found that cfDNA levels were significantly higher in cats with various tumours than in those with other diseases or healthy controls. The cfDNA concentration was not correlated with serum amyloid A (SAA) levels. Cats with tumours exhibited elevated cfDNA levels that predicted tumour-bearing with a sensitivity and specificity of 50.5% and 91.2%, respectively (AUC 0.736; p < 0.001). In lymphoma cases, cats with high cfDNA levels had significantly shorter survival times than those with low cfDNA levels (median: 33 days vs. 178 days; p = 0.003). In addition, the cfDNA levels of the three patients correlated with clinical status during follow-up. Collectively, these findings indicate the potential of cfDNA as a useful biomarker for the diagnosis, therapeutic monitoring and prognostic assessment of tumours in cats.
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Affiliation(s)
- Michihito Tagawa
- Faculty of Veterinary Medicine, Okayama University of Science, Imabari, Japan
- Veterinary Medical Center, Obihiro University of Agriculture and Veterinary Medicine, Obihiro, Japan
| | - Hotaka Hiroi
- Veterinary Medical Center, Obihiro University of Agriculture and Veterinary Medicine, Obihiro, Japan
| | - Yuzuki Nakano
- Faculty of Veterinary Medicine, Okayama University of Science, Imabari, Japan
| | - Riyo Morishita
- Faculty of Veterinary Medicine, Okayama University of Science, Imabari, Japan
| | - Kosuke Kobayashi
- Faculty of Veterinary Medicine, Okayama University of Science, Imabari, Japan
| | - Osamu Sakai
- Faculty of Veterinary Medicine, Okayama University of Science, Imabari, Japan
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Cao T, Shen X, Pei F, Jiang T, Zhang J, Zhou H. Knockdown of Methylation-Related Gene MBD2 Blocks Cell Growth by Upregulating p21 Expression in Head and Neck Squamous Cell Carcinoma. Cancer Rep (Hoboken) 2024; 7:e70080. [PMID: 39676597 DOI: 10.1002/cnr2.70080] [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] [Received: 07/03/2024] [Revised: 10/22/2024] [Accepted: 11/28/2024] [Indexed: 12/17/2024] Open
Abstract
BACKGROUND Methyl-CpG-binding domain 2 (MBD2) attaches to methylated DNA, which mediates methylated gene transcription, leading to gene silencing and affecting tumor progression. The molecular mechanisms of MBD2 in head and neck squamous cell carcinoma (HNSCC) remain insufficiently characterized. AIMS This study sought to assess the clinical relevance of MBD2 expression in HNSCC, with a particular focus on elucidating its functional role in tumor progression and its regulatory influence on p21 expression and cellular proliferation. METHODS We analyzed the relationships between MBD2 expression, clinicopathological features, and survival outcomes in HNSCC patients using data from the UALCAN, TCGA, and cBioPortal databases. The functional role of MBD2 in HNSCC was further investigated through in vitro experiments. p21 expression was assessed using western blotting and qRT-PCR in TU212 and AMC-HN8 cells. These cells were treated with either shRNA targeting MBD2, 5-azacytidine (5-Aza), or a combination of shRNA MBD2 and 5-Aza. Additionally, cell proliferation and viability were measured in each treatment group. RESULTS MBD2 was found to be frequently overexpressed in HNSCC tissues, and its altered expression was significantly associated with reduced overall survival (OS) and disease-free survival (DFS). Both shRNA-mediated MBD2 knockdown and 5-Aza treatment increased p21 expression in HNSCC cells, exhibiting similar functions with additive effects. Furthermore, both treatments significantly inhibited cell proliferation and viability. CONCLUSION These results indicated that shRNA-mediated MBD2 knockdown suppresses HNSCC cell growth by upregulating p21 expression. In addition to its role as an oncogene, MBD2 may serve as a prognostic biomarker and therapeutic target for HNSCC patients.
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Affiliation(s)
- Ting Cao
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
| | - Xia Shen
- Department of Otolaryngology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
| | - Fei Pei
- Department of Otolaryngology, Shidong Hospital, Yangpu District, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, China
| | - Taogeng Jiang
- Department of Otolaryngology, Shidong Hospital, Yangpu District, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, China
| | - Jun Zhang
- Department of Otolaryngology, Shidong Hospital, Yangpu District, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, China
| | - Hong Zhou
- Department of Otolaryngology, Shidong Hospital, Yangpu District, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, China
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Vandenhoeck J, Neefs I, Vanpoucke T, Ibrahim J, Suls A, Peeters D, Schepers A, Hoischen A, Fransen E, Peeters M, Van Camp G, Op de Beeck K. IMPRESS: Improved methylation profiling using restriction enzymes and smMIP sequencing, combined with a new biomarker panel, creating a multi-cancer detection assay. Br J Cancer 2024; 131:1224-1236. [PMID: 39181941 PMCID: PMC11442765 DOI: 10.1038/s41416-024-02809-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 07/19/2024] [Accepted: 07/24/2024] [Indexed: 08/27/2024] Open
Abstract
BACKGROUND Despite the worldwide progress in cancer diagnostics, more sensitive diagnostic biomarkers are needed. The methylome has been extensively investigated in the last decades, but a low-cost, bisulfite-free detection method for multiplex analysis is still lacking. METHODS We developed a methylation detection technique called IMPRESS, which combines methylation-sensitive restriction enzymes and single-molecule Molecular Inversion Probes. We used this technique for the development of a multi-cancer detection assay for eight of the most lethal cancer types worldwide. We selected 1791 CpG sites that can distinguish tumor from normal tissue based on DNA methylation. These sites were analysed with IMPRESS in 35 blood, 111 tumor and 114 normal samples. Finally, a classifier model was built. RESULTS We present the successful development of IMPRESS and validated it with ddPCR. The final classifier model discriminating tumor from normal samples was built with 358 CpG target sites and reached a sensitivity of 0.95 and a specificity of 0.91. Moreover, we provide data that highlight IMPRESS's potential for liquid biopsies. CONCLUSIONS We successfully created an innovative DNA methylation detection technique. By combining this method with a new multi-cancer biomarker panel, we developed a sensitive and specific multi-cancer assay, with potential use in liquid biopsies.
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Affiliation(s)
- Janah Vandenhoeck
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Wilrijk, Belgium
| | - Isabelle Neefs
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Wilrijk, Belgium
| | - Thomas Vanpoucke
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Wilrijk, Belgium
| | - Joe Ibrahim
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Wilrijk, Belgium
| | - Arvid Suls
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
| | - Dieter Peeters
- Department of Pathology, Antwerp University Hospital and University of Antwerp, Edegem, Belgium
| | - Anne Schepers
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
| | - Alexander Hoischen
- Department of Human Genetics and Radboud Institute for Molecular Life Sciences, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Internal Medicine and Radboud Centre for Infectious Diseases (RCI), Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Erik Fransen
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
| | - Marc Peeters
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Wilrijk, Belgium
| | - Guy Van Camp
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Wilrijk, Belgium
| | - Ken Op de Beeck
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium.
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Wilrijk, Belgium.
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Li JH, Zhang DY, Zhu JM, Dong L. Clinical applications and perspectives of circulating tumor DNA in gastric cancer. Cancer Cell Int 2024; 24:13. [PMID: 38184573 PMCID: PMC10770949 DOI: 10.1186/s12935-024-03209-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 01/02/2024] [Indexed: 01/08/2024] Open
Abstract
Gastric cancer remains a leading cause of cancer-related death worldwide, largely due to inadequate screening methods, late diagnosis, and limited treatment options. Liquid biopsy has emerged as a promising non-invasive approach for cancer screening and prognosis by detecting circulating tumor components like circulating tumor DNA (ctDNA) in the blood. Numerous gastric cancer-specific ctDNA biomarkers have now been identified. CtDNA analysis provides insight into genetic and epigenetic alterations in tumors, holding promise for predicting treatment response and prognosis in gastric cancer patients. This review summarizes current research on ctDNA biology and detection technologies, while highlighting clinical applications of ctDNA for gastric cancer diagnosis, prognosis, and guiding treatment decisions. Current challenges and future perspectives for ctDNA analysis are also discussed.
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Affiliation(s)
- Jing-Han Li
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Dan-Ying Zhang
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Ji-Min Zhu
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
| | - Ling Dong
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
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García-Ortiz MV, Cano-Ramírez P, Toledano-Fonseca M, Aranda E, Rodríguez-Ariza A. Diagnosing and monitoring pancreatic cancer through cell-free DNA methylation: progress and prospects. Biomark Res 2023; 11:88. [PMID: 37798621 PMCID: PMC10552233 DOI: 10.1186/s40364-023-00528-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 09/21/2023] [Indexed: 10/07/2023] Open
Abstract
Pancreatic cancer is one of the most challenging cancers due to its high mortality rates. Considering the late diagnosis and the limited survival benefit with current treatment options, it becomes imperative to optimize early detection, prognosis and prediction of treatment response. To address these challenges, significant research efforts have been undertaken in recent years to develop liquid-biopsy-based biomarkers for pancreatic cancer. In particular, an increasing number of studies point to cell-free DNA (cfDNA) methylation analysis as a promising non-invasive approach for the discovery and validation of epigenetic biomarkers with diagnostic or prognostic potential. In this review we provide an update on recent advancements in the field of cfDNA methylation analysis in pancreatic cancer. We discuss the relevance of DNA methylation in the context of pancreatic cancer, recent cfDNA methylation research, its clinical utility, and future directions for integrating cfDNA methylation analysis into routine clinical practice.
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Affiliation(s)
- María Victoria García-Ortiz
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain.
- Andalusia-Roche Network Mixed Alliance in Precision Medical Oncology, Sevilla, Spain.
- Cancer Network Biomedical Research Center (CIBERONC), Madrid, Spain.
| | - Pablo Cano-Ramírez
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain
- Andalusia-Roche Network Mixed Alliance in Precision Medical Oncology, Sevilla, Spain
| | - Marta Toledano-Fonseca
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain
- Andalusia-Roche Network Mixed Alliance in Precision Medical Oncology, Sevilla, Spain
- Cancer Network Biomedical Research Center (CIBERONC), Madrid, Spain
| | - Enrique Aranda
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain
- Andalusia-Roche Network Mixed Alliance in Precision Medical Oncology, Sevilla, Spain
- Cancer Network Biomedical Research Center (CIBERONC), Madrid, Spain
- Medical Oncology Department, Reina Sofía University Hospital, Córdoba, Spain
- Department of Medicine, Faculty of Medicine, University of Córdoba, Córdoba, Spain
| | - Antonio Rodríguez-Ariza
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain
- Andalusia-Roche Network Mixed Alliance in Precision Medical Oncology, Sevilla, Spain
- Cancer Network Biomedical Research Center (CIBERONC), Madrid, Spain
- Medical Oncology Department, Reina Sofía University Hospital, Córdoba, Spain
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El Hejjioui B, Bouguenouch L, Melhouf MA, El Mouhi H, Bennis S. Clinical Evidence of Circulating Tumor DNA Application in Aggressive Breast Cancer. Diagnostics (Basel) 2023; 13:470. [PMID: 36766575 PMCID: PMC9914403 DOI: 10.3390/diagnostics13030470] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 12/28/2022] [Accepted: 01/01/2023] [Indexed: 01/31/2023] Open
Abstract
Breast cancer is clinically and biologically heterogeneous and is classified into different subtypes according to the molecular landscape of the tumor. Triple-negative breast cancer is a subtype associated with higher tumor aggressiveness, poor prognosis, and poor response to treatment. In metastatic breast cancer, approximately 6% to 10% of new breast cancer cases are initially staged IV (de novo metastatic disease). The number of metastatic recurrences is estimated to be 20-30% of all existing breast tumor cases, whereby the need to develop specific genetic markers to improve the prognosis of patients suffering from these deadly forms of breast cancer. As an alternative, liquid biopsy methods can minutely identify the molecular architecture of breast cancer, including aggressive forms, which provides new perspectives for more precise diagnosis and more effective therapeutics. This review aimed to summarize the current clinical evidence for the application of circulating tumor DNA in managing breast cancer by detailing the increased usefulness of this biomarker as a diagnostic, prognostic, monitoring, and surveillance marker for breast cancer.
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Affiliation(s)
- Brahim El Hejjioui
- Biomedical and Translational Research Laboratory, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez 30050, Morocco
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
| | - Laila Bouguenouch
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
| | | | - Hind El Mouhi
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
| | - Sanae Bennis
- Biomedical and Translational Research Laboratory, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez 30050, Morocco
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7
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Ahmed YW, Alemu BA, Bekele SA, Gizaw ST, Zerihun MF, Wabalo EK, Teklemariam MD, Mihrete TK, Hanurry EY, Amogne TG, Gebrehiwot AD, Berga TN, Haile EA, Edo DO, Alemu BD. Epigenetic tumor heterogeneity in the era of single-cell profiling with nanopore sequencing. Clin Epigenetics 2022; 14:107. [PMID: 36030244 PMCID: PMC9419648 DOI: 10.1186/s13148-022-01323-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 08/12/2022] [Indexed: 11/29/2022] Open
Abstract
Nanopore sequencing has brought the technology to the next generation in the science of sequencing. This is achieved through research advancing on: pore efficiency, creating mechanisms to control DNA translocation, enhancing signal-to-noise ratio, and expanding to long-read ranges. Heterogeneity regarding epigenetics would be broad as mutations in the epigenome are sensitive to cause new challenges in cancer research. Epigenetic enzymes which catalyze DNA methylation and histone modification are dysregulated in cancer cells and cause numerous heterogeneous clones to evolve. Detection of this heterogeneity in these clones plays an indispensable role in the treatment of various cancer types. With single-cell profiling, the nanopore sequencing technology could provide a simple sequence at long reads and is expected to be used soon at the bedside or doctor's office. Here, we review the advancements of nanopore sequencing and its use in the detection of epigenetic heterogeneity in cancer.
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Affiliation(s)
- Yohannis Wondwosen Ahmed
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia.
| | - Berhan Ababaw Alemu
- Department of Medical Biochemistry, School of Medicine, St. Paul's Hospital, Millennium Medical College, Addis Ababa, Ethiopia
| | - Sisay Addisu Bekele
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Solomon Tebeje Gizaw
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Muluken Fekadie Zerihun
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Endriyas Kelta Wabalo
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Maria Degef Teklemariam
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Tsehayneh Kelemu Mihrete
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Endris Yibru Hanurry
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Tensae Gebru Amogne
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Assaye Desalegne Gebrehiwot
- Department of Medical Anatomy, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Tamirat Nida Berga
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Ebsitu Abate Haile
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Dessiet Oma Edo
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Bizuwork Derebew Alemu
- Department of Statistics, College of Natural and Computational Sciences, Mizan Tepi University, Tepi, Ethiopia
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8
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Sharma M, Verma RK, Kumar S, Kumar V. Computational challenges in detection of cancer using cell-free DNA methylation. Comput Struct Biotechnol J 2021; 20:26-39. [PMID: 34976309 PMCID: PMC8669313 DOI: 10.1016/j.csbj.2021.12.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/02/2021] [Accepted: 12/02/2021] [Indexed: 12/18/2022] Open
Abstract
Cell-free DNA(cfDNA) methylation profiling is considered promising and potentially reliable for liquid biopsy to study progress of diseases and develop reliable and consistent diagnostic and prognostic biomarkers. There are several different mechanisms responsible for the release of cfDNA in blood plasma, and henceforth it can provide information regarding dynamic changes in the human body. Due to the fragmented nature, low concentration of cfDNA, and high background noise, there are several challenges in its analysis for regular use in diagnosis of cancer. Such challenges in the analysis of the methylation profile of cfDNA are further aggravated due to heterogeneity, biomarker sensitivity, platform biases, and batch effects. This review delineates the origin of cfDNA methylation, its profiling, and associated computational problems in analysis for diagnosis. Here we also contemplate upon the multi-marker approach to handle the scenario of cancer heterogeneity and explore the utility of markers for 5hmC based cfDNA methylation pattern. Further, we provide a critical overview of deconvolution and machine learning methods for cfDNA methylation analysis. Our review of current methods reveals the potential for further improvement in analysis strategies for detecting early cancer using cfDNA methylation.
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Key Words
- Cancer heterogeneity
- Cell free DNA
- Computation
- DMP, Differentially methylated base position
- DMR, Differentially methylated regions
- Diagnosis
- HELP-seq, HpaII-tiny fragment Enrichment by Ligation-mediated PCR sequencing
- MBD-seq, Methyl-CpG Binding Domain Protein Capture Sequencing
- MCTA-seq, Methylated CpG tandems amplification and sequencing
- MSCC, Methylation Sensitive Cut Counting
- MSRE, methylation sensitive restriction enzymes
- MeDIP-seq, Methylated DNA Immunoprecipitation Sequencing
- RRBS, Reduced-Representation Bisulfite Sequencing
- WGBS, Whole Genome Bisulfite Sequencing
- cfDNA, cell free DNA
- ctDNA, circulating tumor DNA
- dPCR, digital polymerase chain reaction
- ddMCP, droplet digital methylation-specific PCR
- ddPCR, droplet digital polymerase chain reaction
- scCGI, methylated CGIs at single cell level
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Affiliation(s)
- Madhu Sharma
- Department for Computational Biology, Indraprastha Institute of Information Technology, Delhi 110020, India
| | - Rohit Kumar Verma
- Department for Computational Biology, Indraprastha Institute of Information Technology, Delhi 110020, India
| | - Sunil Kumar
- Department of Surgical oncology, All India Institute of Medical sciences, New Delhi 110029, India
| | - Vibhor Kumar
- Department for Computational Biology, Indraprastha Institute of Information Technology, Delhi 110020, India
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9
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Kerachian MA, Azghandi M, Mozaffari-Jovin S, Thierry AR. Guidelines for pre-analytical conditions for assessing the methylation of circulating cell-free DNA. Clin Epigenetics 2021; 13:193. [PMID: 34663458 PMCID: PMC8525023 DOI: 10.1186/s13148-021-01182-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 10/04/2021] [Indexed: 02/06/2023] Open
Abstract
Methylation analysis of circulating cell-free DNA (cirDNA), as a liquid biopsy, has a significant potential to advance the detection, prognosis, and treatment of cancer, as well as many genetic disorders. The role of epigenetics in disease development has been reported in several hereditary disorders, and epigenetic modifications are regarded as one of the earliest and most significant genomic aberrations that arise during carcinogenesis. Liquid biopsy can be employed for the detection of these epigenetic biomarkers. It consists of isolation (pre-analytical) and detection (analytical) phases. The choice of pre-analytical variables comprising cirDNA extraction and bisulfite conversion methods can affect the identification of cirDNA methylation. Indeed, different techniques give a different return of cirDNA, which confirms the importance of pre-analytical procedures in clinical diagnostics. Although novel techniques have been developed for the simplification of methylation analysis, the process remains complex, as the steps of DNA extraction, bisulfite treatment, and methylation detection are each carried out separately. Recent studies have noted the absence of any standard method for the pre-analytical processing of methylated cirDNA. We have therefore conducted a comprehensive and systematic review of the important pre-analytical and analytical variables and the patient-related factors which form the basis of our guidelines for analyzing methylated cirDNA in liquid biopsy.
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Affiliation(s)
- Mohammad Amin Kerachian
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
- Cancer Genetics Research Unit, Reza Radiotherapy and Oncology Center, Mashhad, Iran.
| | - Marjan Azghandi
- Cancer Genetics Research Unit, Reza Radiotherapy and Oncology Center, Mashhad, Iran
- Department of Animal Science, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Sina Mozaffari-Jovin
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Alain R Thierry
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier, France.
- INSERM, U1194, Montpellier, France.
- University of Montpellier, Montpellier, France.
- ICM, Regional Institute of Cancer of Montpellier, Montpellier, France.
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10
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de Miranda FS, Barauna VG, dos Santos L, Costa G, Vassallo PF, Campos LCG. Properties and Application of Cell-Free DNA as a Clinical Biomarker. Int J Mol Sci 2021; 22:9110. [PMID: 34502023 PMCID: PMC8431421 DOI: 10.3390/ijms22179110] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 04/18/2021] [Accepted: 04/20/2021] [Indexed: 12/17/2022] Open
Abstract
Biomarkers are valuable tools in clinical practice. In 2001, the National Institutes of Health (NIH) standardized the definition of a biomarker as a characteristic that is objectively measured and evaluated as an indicator of normal biological processes, pathogenic processes, or pharmacological responses to a therapeutic intervention. A biomarker has clinical relevance when it presents precision, standardization and reproducibility, suitability to the patient, straightforward interpretation by clinicians, and high sensitivity and/or specificity by the parameter it proposes to identify. Thus, serum biomarkers should have advantages related to the simplicity of the procedures and to the fact that venous blood collection is commonplace in clinical practice. We described the potentiality of cfDNA as a general clinical biomarker and focused on endothelial dysfunction. Circulating cell-free DNA (cfDNA) refers to extracellular DNA present in body fluid that may be derived from both normal and diseased cells. An increasing number of studies demonstrate the potential use of cfDNA as a noninvasive biomarker to determine physiologic and pathologic conditions. However, although still scarce, increasing evidence has been reported regarding using cfDNA in cardiovascular diseases. Here, we have reviewed the history of cfDNA, its source, molecular features, and release mechanism. We also show recent studies that have investigated cfDNA as a possible marker of endothelial damage in clinical settings. In the cardiovascular system, the studies are quite new, and although interesting, stronger evidence is still needed. However, some drawbacks in cfDNA methodologies should be overcome before its recommendation as a biomarker in the clinical setting.
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Affiliation(s)
- Felipe Silva de Miranda
- Post Graduation Program in Biology and Biotechnology of Microorganisms, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
- Department of Biological Science, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
- Laboratory of Applied Pathology and Genetics, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
| | - Valério Garrone Barauna
- Post Graduation Program in Health Sciences, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
- Molecular Physiology Laboratory of Exercise Science, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil
- Post Graduation Program in Physiological Sciences, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil; (G.C.); (P.F.V.)
| | - Leandro dos Santos
- Academic Unit of Serra Talhada, Rural Federal University of Pernambuco, Serra Talhada 56909-535, Pernambuco, Brazil;
| | - Gustavo Costa
- Post Graduation Program in Physiological Sciences, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil; (G.C.); (P.F.V.)
| | - Paula Frizera Vassallo
- Post Graduation Program in Physiological Sciences, Federal University of Espírito Santo, Vitória 29075-910, Espírito Santo, Brazil; (G.C.); (P.F.V.)
- Clinical Hospital, Federal University of Minas Gerais, Belo Horizonte 30130-100, Minas Gerais, Brazil
| | - Luciene Cristina Gastalho Campos
- Post Graduation Program in Biology and Biotechnology of Microorganisms, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
- Department of Biological Science, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
- Laboratory of Applied Pathology and Genetics, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
- Post Graduation Program in Health Sciences, State University of Santa Cruz, Ilhéus 45662-900, Bahia, Brazil;
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11
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Hussey B, Steel RP, Gyimah B, Reynolds JC, Taylor IM, Lindley MR, Mastana S. DNA methylation of tumour necrosis factor (TNF) alpha gene is associated with specific blood fatty acid levels in a gender-specific manner. Mol Genet Genomic Med 2021; 9:e1679. [PMID: 33818919 PMCID: PMC8683629 DOI: 10.1002/mgg3.1679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 03/09/2021] [Accepted: 03/23/2021] [Indexed: 01/22/2023] Open
Abstract
Background Fatty acids, specifically polyunsaturated fatty acids (PUFAs) play an important role in inflammation and its resolution, however, their interaction with the epigenome is relatively unexplored. Here we investigate the relationship between circulating blood fatty acids and the DNA methylation of the cytokine encoding gene tumour necrosis factor (TNF, OMIM 191160). Methods Using a cross‐sectional study approach, we collected blood samples from adults (N=88 (30 males, 58 females); 18–74 years old) for DNA methylation pyrosequencing analysis at four sites in TNF exon 1 and gas‐chromatography mass‐spectrometry analysis of the fatty acid profile of dried blood spots (DBS). Results Methylation levels of TNF exon 1 are significantly correlated with specific fatty acids in a gender‐specific manner. In the males the PUFAs Docosahexaenoic Acid (DHA) and Arachidonic Acid (AA) were positively associated with TNF methylation, as was the saturated fatty acid (SFA) Stearic Acid; in contrast, mono‐unsaturated fatty acids (MUFAs) had a negative association. In the females, omega‐6 PUFA γ‐Linolenic acid (GLA) was negatively correlated with TNF methylation; Adrenic acid and Eicosadienoic Acid were positively correlated with TNF methylation. Conclusion These results suggest that one way that fatty acids interact with the inflammation is through altered methylation profiles of cytokine genes; thus, providing potential therapeutic targets for nutritional and health interventions.
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Affiliation(s)
- Bethan Hussey
- Translational Chemical Biology (TCB) Research Group, Loughborough, University, Loughborough, UK.,School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Richard P Steel
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.,School of Social Sciences, Nottingham Trent University, Nottingham, UK
| | - Boakye Gyimah
- Translational Chemical Biology (TCB) Research Group, Loughborough, University, Loughborough, UK.,Department of Chemistry, Loughborough University, Loughborough, UK
| | - James C Reynolds
- Translational Chemical Biology (TCB) Research Group, Loughborough, University, Loughborough, UK.,Department of Chemistry, Loughborough University, Loughborough, UK
| | - Ian M Taylor
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Martin R Lindley
- Translational Chemical Biology (TCB) Research Group, Loughborough, University, Loughborough, UK.,School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Sarabjit Mastana
- Translational Chemical Biology (TCB) Research Group, Loughborough, University, Loughborough, UK.,School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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12
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Vasantharajan SS, Eccles MR, Rodger EJ, Pattison S, McCall JL, Gray ES, Calapre L, Chatterjee A. The Epigenetic landscape of Circulating tumour cells. Biochim Biophys Acta Rev Cancer 2021; 1875:188514. [PMID: 33497709 DOI: 10.1016/j.bbcan.2021.188514] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 01/18/2021] [Accepted: 01/18/2021] [Indexed: 12/31/2022]
Abstract
Cancer metastasis is the main reason for the high mortality in patients, contributing to 90% of cancer-related deaths. Biomarkers for early detection and therapeutic monitoring are essential to improve cancer outcomes. Circulating tumour cells (CTCs) arise from solid tumours and are capable of metastatic dissemination via the bloodstream or lymphatic system. Thus, CTCs can potentially be developed as a minimally invasive biomarker for early detection and therapeutic monitoring. Despite its clinical potential, research on CTCs remains limited, and this is likely due to their low numbers, short half-life, and the lack of robust methods for their isolation. There is also a need for molecular characterisation of CTCs to identify tumour-specific features, such as epigenetic signatures of metastasis. This review provides an overview of the epigenetic landscape of CTCs. We discuss the role of epigenetic modifications in CTC dissemination,metastatic tumour formation and progression and highlight its clinical implications.
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Affiliation(s)
| | - Michael R Eccles
- Department of Pathology, Otago Medical School-Dunedin Campus, New Zealand; Maurice Wilkins Centre for Molecular Biodiscovery, Level 2, 3A Symonds Street, Auckland 1010, New Zealand.
| | - Euan J Rodger
- Department of Pathology, Otago Medical School-Dunedin Campus, New Zealand.
| | - Sharon Pattison
- Department of Medicine, Otago Medical School-Dunedin Campus, New Zealand.
| | - John L McCall
- Department of Surgical Sciences, Otago Medical School-Dunedin Campus, New Zealand.
| | - Elin S Gray
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia.
| | - Leslie Calapre
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia.
| | - Aniruddha Chatterjee
- Department of Pathology, Otago Medical School-Dunedin Campus, New Zealand; Maurice Wilkins Centre for Molecular Biodiscovery, Level 2, 3A Symonds Street, Auckland 1010, New Zealand.
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13
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Keller L, Belloum Y, Wikman H, Pantel K. Clinical relevance of blood-based ctDNA analysis: mutation detection and beyond. Br J Cancer 2021; 124:345-358. [PMID: 32968207 PMCID: PMC7852556 DOI: 10.1038/s41416-020-01047-5] [Citation(s) in RCA: 244] [Impact Index Per Article: 61.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 06/22/2020] [Accepted: 08/19/2020] [Indexed: 12/13/2022] Open
Abstract
Cell-free DNA (cfDNA) derived from tumours is present in the plasma of cancer patients. The majority of currently available studies on the use of this circulating tumour DNA (ctDNA) deal with the detection of mutations. The analysis of cfDNA is often discussed in the context of the noninvasive detection of mutations that lead to resistance mechanisms and therapeutic and disease monitoring in cancer patients. Indeed, substantial advances have been made in this area, with the development of methods that reach high sensitivity and can interrogate a large number of genes. Interestingly, however, cfDNA can also be used to analyse different features of DNA, such as methylation status, size fragment patterns, transcriptomics and viral load, which open new avenues for the analysis of liquid biopsy samples from cancer patients. This review will focus on the new perspectives and challenges of cfDNA analysis from mutation detection in patients with solid malignancies.
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Affiliation(s)
- Laura Keller
- University Medical Center Hamburg-Eppendorf, Institute of Tumor Biology, Martinistrasse 52, Building N27, 20246, Hamburg, Germany
| | - Yassine Belloum
- University Medical Center Hamburg-Eppendorf, Institute of Tumor Biology, Martinistrasse 52, Building N27, 20246, Hamburg, Germany
| | - Harriet Wikman
- University Medical Center Hamburg-Eppendorf, Institute of Tumor Biology, Martinistrasse 52, Building N27, 20246, Hamburg, Germany
| | - Klaus Pantel
- University Medical Center Hamburg-Eppendorf, Institute of Tumor Biology, Martinistrasse 52, Building N27, 20246, Hamburg, Germany.
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14
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Li L, Li N, Liu N, Huo F, Zheng J. MBD2 Correlates with a Poor Prognosis and Tumor Progression in Renal Cell Carcinoma. Onco Targets Ther 2020; 13:10001-10012. [PMID: 33116585 PMCID: PMC7548338 DOI: 10.2147/ott.s256226] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 08/27/2020] [Indexed: 01/21/2023] Open
Abstract
Purpose DNA methylation plays an important role in regulating gene expression. Methyl-CpG-binding domain (MBD) proteins recognize and bind to methylated DNA, which mediate gene silencing by the interaction with deacetylases and histone methyltransferases. MBD2 has been reported in various human cancers; however, its clinical implication and potential regulatory role in renal cell carcinoma (RCC) have not been elaborated. Materials and Methods In the study, we estimated the expression and prognostic value of MBD2 in RCC cell lines and tissues by Western blotting and immunohistochemistry. The associations of MBD2 expression and pathological characters and survival in RCC patients were performed using χ2 and Kaplan-Meier survival analysis, respectively. Univariate and multivariable Cox regression analyses suggested the independent predictors in RCC prognosis. The functional role of MBD2 in RCC progression was assessed by in vitro cell experiments. In addition, we identified the MBD2-mediated alterations of protein-related proliferation and EMT markers in RCC cells after MBD2 overexpression and knockdown. Results We found that the protein levels of MBD2 were upregulated in RCC cells and tissues. High MBD2 expression was related to TNM stage and predicted poorer survival in RCC. Enforced expression of MBD2 significantly promoted the proliferation, cycle progress, invasion and migration of RCC cells in vitro. However, downregulating MBD2 remarkably weakened the above cell functions. Mechanistically, the promotive effect of MBD2 overexpression may be regulated by its effects onp21, p53 and Cyclin D1 expression and EMT process. Conclusion These results indicated that MBD2confers an oncogenic function in the malignant progression of RCC. MBD2 could be served as a meaningful prognostic biomarker and a latent therapeutic target in RCC patients.
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Affiliation(s)
- Liantao Li
- Cancer Institute, Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Department of Radiation Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Xuzhou 221000, People's Republic of China
| | - Na Li
- Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Department of Radiation Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China
| | - Nianli Liu
- Cancer Institute, Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Xuzhou 221000, People's Republic of China
| | - Fuchun Huo
- Department of Pathology, Xuzhou Medical University, Xuzhou 221000, People's Republic of China
| | - Junnian Zheng
- Cancer Institute, Xuzhou Medical University, Xuzhou 221000, People's Republic of China.,Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, People's Republic of China
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15
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Liu Y, Chen TY, Yang ZY, Fang W, Wu Q, Zhang C. Identification of hub genes in papillary thyroid carcinoma: robust rank aggregation and weighted gene co-expression network analysis. J Transl Med 2020; 18:170. [PMID: 32299435 PMCID: PMC7161219 DOI: 10.1186/s12967-020-02327-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 04/02/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Papillary thyroid carcinoma (PTC), which is the most common endocrine malignancy, has been steadily increasing worldwide in incidence over the years, while mechanisms underlying the pathogenesis and diagnostic for PTC are incomplete. The purpose of this study is to identify potential biomarkers for diagnosis of PTC, and provide new insights into pathogenesis of PTC. METHODS Based on weighted gene co-expression network analysis, Robust Rank Aggregation, functional annotation, GSEA and DNA methylation, were employed for investigating potential biomarkers for diagnosis of PTC. RESULTS Black and turquoise modules were identified in the gene co-expression network constructed by 1807 DEGs that from 6 eligible gene expression profiles of Gene Expression Omnibus database based on Robust Rank Aggregation and weighted gene co-expression network analysis. Hub genes were significantly down-regulated and the expression levels of the hub genes were different in different stages in hub gene verification. ROC curves indicated all hub genes had good diagnostic value for PTC (except for ABCA6 AUC = 89.5%, the 15 genes with AUC > 90%). Methylation analysis showed that hub gene verification ABCA6, ACACB, RMDN1 and TFPI were identified as differentially methylated genes, and the decreased expression level of these genes may relate to abnormal DNA methylation. Moreover, the expression levels of 8 top hub genes were correlated with tumor purity and tumor-infiltrating immune cells. These findings, including functional annotations and GSEA provide new insights into pathogenesis of PTC. CONCLUSIONS The hub genes and methylation of hub genes may as potential biomarkers provide new insights for diagnosis of PTC, and all these findings may be the direction to study the mechanisms underlying of PTC in the future.
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Affiliation(s)
- Yang Liu
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, No. 32, South Renmin Road, Shiyan, 442000, China
| | - Ting-Yu Chen
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, No. 32, South Renmin Road, Shiyan, 442000, China
| | - Zhi-Yan Yang
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, No. 32, South Renmin Road, Shiyan, 442000, China
| | - Wei Fang
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, No. 32, South Renmin Road, Shiyan, 442000, China
| | - Qian Wu
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, People's Republic of China.
| | - Chao Zhang
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, No. 32, South Renmin Road, Shiyan, 442000, China.
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