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Albuquerque A, Óvilo C, Núñez Y, Benítez R, López-Garcia A, García F, Félix MDR, Laranjo M, Charneca R, Martins JM. Transcriptomic Profiling of Skeletal Muscle Reveals Candidate Genes Influencing Muscle Growth and Associated Lipid Composition in Portuguese Local Pig Breeds. Animals (Basel) 2021; 11:ani11051423. [PMID: 34065673 PMCID: PMC8156922 DOI: 10.3390/ani11051423] [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: 03/26/2021] [Revised: 05/12/2021] [Accepted: 05/12/2021] [Indexed: 12/24/2022] Open
Abstract
Simple Summary Screening and interpretation of differentially expressed genes and associated biological pathways was conducted among experimental groups with divergent phenotypes providing valuable information about the metabolic events occurring and identification of candidate genes with major regulation roles. This comparative transcriptomic analysis includes the first RNA-seq analysis of the Longissimus lumborum muscle tissue from two Portuguese autochthonous pig breeds with different genetic backgrounds, Alentejano and Bísaro. Moreover, a complementary candidate gene approach was employed to analyse, by real time qPCR, the expression profile of relevant genes involved in lipid metabolism, and therefore with potential impacts on meat composition. This study contributes to explaining the biological basis of phenotypical differences occurring between breeds, particularly the ones related to meat quality traits that affect consumer interest. Abstract Gene expression is one of the main factors to influence meat quality by modulating fatty acid metabolism, composition, and deposition rates in muscle tissue. This study aimed to explore the transcriptomics of the Longissimus lumborum muscle in two local pig breeds with distinct genetic background using next-generation sequencing technology and Real-Time qPCR. RNA-seq yielded 49 differentially expressed genes between breeds, 34 overexpressed in the Alentejano (AL) and 15 in the Bísaro (BI) breed. Specific slow type myosin heavy chain components were associated with AL (MYH7) and BI (MYH3) pigs, while an overexpression of MAP3K14 in AL may be associated with their lower loin proportion, induced insulin resistance, and increased inflammatory response via NFkB activation. Overexpression of RUFY1 in AL pigs may explain the higher intramuscular (IMF) content via higher GLUT4 recruitment and consequently higher glucose uptake that can be stored as fat. Several candidate genes for lipid metabolism, excluded in the RNA-seq analysis due to low counts, such as ACLY, ADIPOQ, ELOVL6, LEP and ME1 were identified by qPCR as main gene factors defining the processes that influence meat composition and quality. These results agree with the fatter profile of the AL pig breed and adiponectin resistance can be postulated as responsible for the overexpression of MAP3K14′s coding product NIK, failing to restore insulin sensitivity.
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Affiliation(s)
- André Albuquerque
- MED-Mediterranean Institute for Agriculture, Environment and Development, Instituto de Investigação e Formação Avançada & Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal;
- Correspondence: (A.A.); (J.M.M.)
| | - Cristina Óvilo
- Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28040 Madrid, Spain; (C.Ó.); (Y.N.); (R.B.); (A.L.-G.); (F.G.)
| | - Yolanda Núñez
- Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28040 Madrid, Spain; (C.Ó.); (Y.N.); (R.B.); (A.L.-G.); (F.G.)
| | - Rita Benítez
- Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28040 Madrid, Spain; (C.Ó.); (Y.N.); (R.B.); (A.L.-G.); (F.G.)
| | - Adrián López-Garcia
- Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28040 Madrid, Spain; (C.Ó.); (Y.N.); (R.B.); (A.L.-G.); (F.G.)
| | - Fabián García
- Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28040 Madrid, Spain; (C.Ó.); (Y.N.); (R.B.); (A.L.-G.); (F.G.)
| | - Maria do Rosário Félix
- MED & Departamento de Fitotecnia, Escola de Ciências e Tecnologia, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal;
| | - Marta Laranjo
- MED-Mediterranean Institute for Agriculture, Environment and Development, Instituto de Investigação e Formação Avançada & Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal;
| | - Rui Charneca
- MED & Departamento de Medicina Veterinária, Escola de Ciências e Tecnologia, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal;
| | - José Manuel Martins
- MED & Departamento de Zootecnia, Escola de Ciências e Tecnologia, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal
- Correspondence: (A.A.); (J.M.M.)
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Epigenetic-Based Therapy-A Prospective Chance for Medulloblastoma Patients' Recovery. Int J Mol Sci 2021; 22:ijms22094925. [PMID: 34066495 PMCID: PMC8124462 DOI: 10.3390/ijms22094925] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 04/21/2021] [Accepted: 04/27/2021] [Indexed: 12/25/2022] Open
Abstract
Medulloblastoma (MB) is one of the most frequent and malignant brain tumors in children. The prognosis depends on the advancement of the disease and the patient's age. Current therapies, which include surgery, chemotherapy, and irradiation, despite being quite effective, cause significant side effects that influence the central nervous system's function and cause neurocognitive deficits. Therefore, they substantially lower the quality of life, which is especially severe in a developing organism. Thus, there is a need for new therapies that are less toxic and even more effective. Recently, knowledge about the epigenetic mechanisms that are responsible for medulloblastoma development has increased. Epigenetics is a phenomenon that influences gene expression but can be easily modified by external factors. The best known epigenetic mechanisms are histone modifications, DNA methylation, or noncoding RNAs actions. Epigenetic mechanisms comprehensively explain the complex phenomena of carcinogenesis. At the same time, they seem to be a potential key to treating medulloblastoma with fewer complications than past therapies. This review presents the currently known epigenetic mechanisms that are involved in medulloblastoma pathogenesis and the potential therapies that use epigenetic traits to cure medulloblastoma while maintaining a good quality of life and ensuring a higher median overall survival rate.
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The regulation mechanisms and the Lamarckian inheritance property of DNA methylation in animals. Mamm Genome 2021; 32:135-152. [PMID: 33860357 DOI: 10.1007/s00335-021-09870-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 04/05/2021] [Indexed: 12/19/2022]
Abstract
DNA methylation is a stable and heritable epigenetic mechanism, of which the main functions are stabilizing the transcription of genes and promoting genetic conservation. In animals, the direct molecular inducers of DNA methylation mainly include histone covalent modification and non-coding RNA, whereas the fundamental regulators of DNA methylation are genetic and environmental factors. As is well known, competition is present everywhere in life systems, and will finally strike a balance that is optimal for the animal's survival and reproduction. The same goes for the regulation of DNA methylation. Genetic and environmental factors, respectively, are responsible for the programmed and plasticity changes of DNA methylation, and keen competition exists between genetically influenced procedural remodeling and environmentally influenced plastic alteration. In this process, genetic and environmental factors collaboratively decide the methylation patterns of corresponding loci. DNA methylation alterations induced by environmental factors can be transgenerationally inherited, and exhibit the characteristic of Lamarckian inheritance. Further research on regulatory mechanisms and the environmental plasticity of DNA methylation will provide strong support for understanding the biological function and evolutionary effects of DNA methylation.
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Fallico M, Raciti G, Longo A, Reibaldi M, Bonfiglio V, Russo A, Caltabiano R, Gattuso G, Falzone L, Avitabile T. Current molecular and clinical insights into uveal melanoma (Review). Int J Oncol 2021; 58:10. [PMID: 33649778 PMCID: PMC7910016 DOI: 10.3892/ijo.2021.5190] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 11/30/2020] [Indexed: 12/13/2022] Open
Abstract
Uveal melanoma (UM) represents the most prominent primary eye cancer in adults. With an incidence of approximately 5 cases per million individuals annually in the United States, UM could be considered a relatively rare cancer. The 90-95% of UM cases arise from the choroid. Diagnosis is based mainly on a clinical examination and ancillary tests, with ocular ultrasonography being of greatest value. Differential diagnosis can prove challenging in the case of indeterminate choroidal lesions and, sometimes, monitoring for documented growth may be the proper approach. Fine needle aspiration biopsy tends to be performed with a prognostic purpose, often in combination with radiotherapy. Gene expression profiling has allowed for the grading of UMs into two classes, which feature different metastatic risks. Patients with UM require a specialized multidisciplinary management. Primary tumor treatment can be either enucleation or globe preserving. Usually, enucleation is reserved for larger tumors, while radiotherapy is preferred for small/medium melanomas. The prognosis is unfavorable due to the high mortality rate and high tendency to metastasize. Following the development of metastatic disease, the mortality rate increases to 80% within one year, due to both the absence of an effective treatment and the aggressiveness of the condition. Novel molecular studies have allowed for a better understanding of the genetic and epigenetic mechanisms involved in UM biological activity, which differs compared to skin melanomas. The most commonly mutated genes are GNAQ, GNA11 and BAP1. Research in this field could help to identify effective diagnostic and prognostic biomarkers, as well as novel therapeutic targets.
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Affiliation(s)
- Matteo Fallico
- Department of Ophthalmology, University of Catania, I‑95123 Catania, Italy
| | - Giuseppina Raciti
- Department of Drug Sciences, Section of Biochemistry, University of Catania, I‑95125 Catania, Italy
| | - Antonio Longo
- Department of Ophthalmology, University of Catania, I‑95123 Catania, Italy
| | - Michele Reibaldi
- Department of Surgical Sciences, Eye Clinic Section, University of Turin, I‑10122 Turin, Italy
| | - Vincenza Bonfiglio
- Department of Experimental Biomedicine and Clinical Neuroscience, Ophthalmology Section, University of Palermo, I‑90127 Palermo, Italy
| | - Andrea Russo
- Department of Ophthalmology, University of Catania, I‑95123 Catania, Italy
| | - Rosario Caltabiano
- Department 'G.F. Ingrassia', Section of Anatomic Pathology, University of Catania, I‑95123 Catania, Italy
| | - Giuseppe Gattuso
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Luca Falzone
- Epidemiology Unit, IRCCS Istituto Nazionale Tumori 'Fondazione G. Pascale', I‑80131 Naples, Italy
| | - Teresio Avitabile
- Department of Ophthalmology, University of Catania, I‑95123 Catania, Italy
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de Araújo ML, Gomes BC, Devóz PP, Duarte NDAA, Ribeiro DL, de Araújo AL, Batista BL, Antunes LMG, Barbosa F, Rodrigues AS, Rueff J, Barcelos GRM. Association Between miR-148a and DNA Methylation Profile in Individuals Exposed to Lead (Pb). Front Genet 2021; 12:620744. [PMID: 33679885 PMCID: PMC7928366 DOI: 10.3389/fgene.2021.620744] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 01/07/2021] [Indexed: 11/13/2022] Open
Abstract
Experimental and epidemiologic studies have shown that lead (Pb) is able to induce epigenetic modifications, such as changes in DNA methylation profiles, in chromatin remodeling, as well as the expression of non-coding RNAs (ncRNAs). However, very little is known about the interactions between microRNAs (miRNAs) expression and DNA methylation status in individuals exposed to the metal. The aim of the present study was to investigate the impact of hsa-miR-148a expression on DNA methylation status, in 85 workers exposed to Pb. Blood and plasma lead levels (BLL and PLL, respectively) were determined by ICP-MS; expression of the miRNA-148a was quantified by RT-qPCR (TaqMan assay) and assessment of the global DNA methylation profile (by measurement of 5-methylcytosine; % 5-mC) was performed by ELISA. An inverse association was seen between miR-148a and % 5-mC DNA, as a function of BLL and PLL (β = −3.7; p = 0.071 and β = −4.1; p = 0.049, respectively) adjusted for age, BMI, smoking, and alcohol consumption. Taken together, our study provides further evidence concerning the interactions between DNA methylation profile and miR-148a, in individuals exposed to Pb.
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Affiliation(s)
- Marília Ladeira de Araújo
- Department of Biosciences, Institute of Health and Society, Federal University of São Paulo, Santos, Brazil
| | - Bruno Costa Gomes
- Center for Toxicogenomics and Human Health, NOVA Medical School (NMS), Universidade Nova de Lisboa, Lisbon, Portugal
| | - Paula Pícoli Devóz
- Department of Clinical Analyses, Toxicology and Food Sciences, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Diego Luis Ribeiro
- Department of Genetics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Bruno Lemos Batista
- Center for Natural and Human Sciences, Federal University of ABC, Santo André, Brazil
| | - Lusânia Maria Greggi Antunes
- Department of Clinical Analyses, Toxicology and Food Sciences, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Fernando Barbosa
- Department of Clinical Analyses, Toxicology and Food Sciences, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - António Sebastião Rodrigues
- Center for Toxicogenomics and Human Health, NOVA Medical School (NMS), Universidade Nova de Lisboa, Lisbon, Portugal
| | - José Rueff
- Center for Toxicogenomics and Human Health, NOVA Medical School (NMS), Universidade Nova de Lisboa, Lisbon, Portugal
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Krick MV, Desmarais E, Samaras A, Guéret E, Dimitroglou A, Pavlidis M, Tsigenopoulos C, Guinand B. Family-effects in the epigenomic response of red blood cells to a challenge test in the European sea bass (Dicentrarchus labrax, L.). BMC Genomics 2021; 22:111. [PMID: 33563212 PMCID: PMC7871408 DOI: 10.1186/s12864-021-07420-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 01/31/2021] [Indexed: 12/13/2022] Open
Abstract
Abstract Background In fish, minimally invasive blood sampling is widely used to monitor physiological stress with blood plasma biomarkers. As fish blood cells are nucleated, they might be a source a potential new markers derived from ‘omics technologies. We modified the epiGBS (epiGenotyping By Sequencing) technique to explore changes in genome-wide cytosine methylation in the red blood cells (RBCs) of challenged European sea bass (Dicentrarchus labrax), a species widely studied in both natural and farmed environments. Results We retrieved 501,108,033 sequencing reads after trimming, with a mean mapping efficiency of 73.0% (unique best hits). Minor changes in RBC methylome appeared to manifest after the challenge test and a family-effect was detected. Only fifty-seven differentially methylated cytosines (DMCs) close to 51 distinct genes distributed on 17 of 24 linkage groups (LGs) were detected between RBCs of pre- and post-challenge individuals. Thirty-seven of these genes were previously reported as differentially expressed in the brain of zebrafish, most of them involved in stress coping differences. While further investigation remains necessary, few DMC-related genes associated to the Brain Derived Neurotrophic Factor, a protein that favors stress adaptation and fear memory, appear relevant to integrate a centrally produced stress response in RBCs. Conclusion Our modified epiGBS protocol was powerful to analyze patterns of cytosine methylation in RBCs of D. labrax and to evaluate the impact of a challenge using minimally invasive blood samples. This study is the first approximation to identify epigenetic biomarkers of exposure to stress in fish. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07420-9.
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Affiliation(s)
- Madoka Vera Krick
- UMR UM CNRS IRD EPHE ISEM- Institut des Sciences de l'Evolution de Montpellier, Montpellier, France
| | - Erick Desmarais
- UMR UM CNRS IRD EPHE ISEM- Institut des Sciences de l'Evolution de Montpellier, Montpellier, France
| | | | - Elise Guéret
- UMR UM CNRS IRD EPHE ISEM- Institut des Sciences de l'Evolution de Montpellier, Montpellier, France.,Univ. Montpellier, CNRS, INSERM, Montpellier, France.,Montpellier GenomiX, France Génomique, Montpellier, France
| | | | - Michalis Pavlidis
- Department of Biology, University of Crete, 70013, Heraklion, Greece
| | - Costas Tsigenopoulos
- Hellenic Centre for Marine Research (HCMR), Institute of Marine Biology, Biotechnology and Aquaculture (IMBBC), 715 00, Heraklion, Greece
| | - Bruno Guinand
- UMR UM CNRS IRD EPHE ISEM- Institut des Sciences de l'Evolution de Montpellier, Montpellier, France.
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Redl E, Sheibani-Tezerji R, Cardona CDJ, Hamminger P, Timelthaler G, Hassler MR, Zrimšek M, Lagger S, Dillinger T, Hofbauer L, Draganić K, Tiefenbacher A, Kothmayer M, Dietz CH, Ramsahoye BH, Kenner L, Bock C, Seiser C, Ellmeier W, Schweikert G, Egger G. Requirement of DNMT1 to orchestrate epigenomic reprogramming for NPM-ALK-driven lymphomagenesis. Life Sci Alliance 2021; 4:e202000794. [PMID: 33310759 PMCID: PMC7768196 DOI: 10.26508/lsa.202000794] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 11/28/2020] [Accepted: 12/01/2020] [Indexed: 12/31/2022] Open
Abstract
Malignant transformation depends on genetic and epigenetic events that result in a burst of deregulated gene expression and chromatin changes. To dissect the sequence of events in this process, we used a T-cell-specific lymphoma model based on the human oncogenic nucleophosmin-anaplastic lymphoma kinase (NPM-ALK) translocation. We find that transformation of T cells shifts thymic cell populations to an undifferentiated immunophenotype, which occurs only after a period of latency, accompanied by induction of the MYC-NOTCH1 axis and deregulation of key epigenetic enzymes. We discover aberrant DNA methylation patterns, overlapping with regulatory regions, plus a high degree of epigenetic heterogeneity between individual tumors. In addition, ALK-positive tumors show a loss of associated methylation patterns of neighboring CpG sites. Notably, deletion of the maintenance DNA methyltransferase DNMT1 completely abrogates lymphomagenesis in this model, despite oncogenic signaling through NPM-ALK, suggesting that faithful maintenance of tumor-specific methylation through DNMT1 is essential for sustained proliferation and tumorigenesis.
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Affiliation(s)
- Elisa Redl
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | | | | | - Patricia Hamminger
- Division of Immunobiology, Institute of Immunology, Center for Pathophysiology, Infectiology and Immunology, Medical University of Vienna, Vienna, Austria
| | - Gerald Timelthaler
- Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Melanie Rosalia Hassler
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Department of Urology, Medical University of Vienna, Vienna, Austria
| | - Maša Zrimšek
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Sabine Lagger
- Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Thomas Dillinger
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute Applied Diagnostics (LBI AD), Vienna, Austria
| | - Lorena Hofbauer
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Research Institute of Molecular Pathology (IMP), Vienna Biocenter (VBC), Vienna, Austria
| | - Kristina Draganić
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Andreas Tiefenbacher
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute Applied Diagnostics (LBI AD), Vienna, Austria
| | - Michael Kothmayer
- Center for Anatomy and Cell Biology, Medical University of Vienna, Vienna, Austria
| | - Charles H Dietz
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Bernard H Ramsahoye
- Centre for Genetic and Experimental Medicine, Institute of Genomic and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Lukas Kenner
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, Vienna, Austria
- Christian Doppler Laboratory for Applied Metabolomics (CDL-AM), Medical University of Vienna, Vienna, Austria
- Center for Biomarker Research in Medicine (CBmed), CoreLab 2, Medical University of Vienna, Vienna, Austria
| | - Christoph Bock
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Christian Seiser
- Center for Anatomy and Cell Biology, Medical University of Vienna, Vienna, Austria
| | - Wilfried Ellmeier
- Division of Immunobiology, Institute of Immunology, Center for Pathophysiology, Infectiology and Immunology, Medical University of Vienna, Vienna, Austria
| | - Gabriele Schweikert
- Max Planck Institute for Intelligent Systems, Tübingen, Germany
- Division of Computational Biology, School of Life Sciences, University of Dundee, Dundee, UK
| | - Gerda Egger
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute Applied Diagnostics (LBI AD), Vienna, Austria
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Tolkach Y, Zarbl R, Bauer S, Ritter M, Ellinger J, Hauser S, Hüser L, Klauck SM, Altevogt P, Sültmann H, Dietrich D, Kristiansen G. DNA Promoter Methylation and ERG Regulate the Expression of CD24 in Prostate Cancer. THE AMERICAN JOURNAL OF PATHOLOGY 2021; 191:618-630. [PMID: 33485866 DOI: 10.1016/j.ajpath.2020.12.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 12/11/2020] [Accepted: 12/31/2020] [Indexed: 01/21/2023]
Abstract
CD24 is overexpressed in many human cancers and is a driver of tumor progression. Herein, molecular mechanisms leading to up-regulation of CD24 in prostate cancer were studied. DNA methylation of the CD24 gene promoter at four loci using quantitative methylation-specific PCR was evaluated. Expression of CD24 in tumor tissues was studied by immunohistochemistry. To corroborate the results in vitro, ERG-inducible LNCaP TMPRSS2:ERG (T2E) cells and luciferase promoter assays were used. DNA methylation of the CD24 promoter was significantly higher in tumors than in benign tissue and was associated with biochemical recurrence-free survival, tumor grade, and stage. CD24 mRNA and protein expression were significantly higher in T2E-positive, ERG-overexpressing, and/or PTEN-deficient cases. Higher levels of CD24 protein expression conferred shorter biochemical recurrence-free survival, and these observations were confirmed using The Cancer Genome Atlas prostate adenocarcinoma data. In silico analysis of the CD24 promoter revealed an ERG binding site in between the DNA methylation sites. ERG overexpression led to a strong induction of CD24 mRNA and protein expression. Luciferase promoter assays using the wild-type and mutated ERG binding site within the CD24 promoter showed ERG-dependent activation. Collectively, our results suggest that promoter DNA methylation of the CD24 gene and T2E fusion status are factors involved in the up-regulation of CD24 in patients with prostate cancer.
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Affiliation(s)
- Yuri Tolkach
- Institute of Pathology, Center for Integrated Oncology, University of Bonn, Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Dusseldorf, Bonn, Germany
| | - Romina Zarbl
- Center for Integrated Oncology Aachen/Bonn/Cologne/Dusseldorf, Bonn, Germany; Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Bonn, Germany
| | - Simone Bauer
- Division of Cancer Genome Research, German Cancer Research Center, German Cancer Consortium, and National Center for Tumor Diseases, Im Neuenheimer Feld 460, Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Manuel Ritter
- Center for Integrated Oncology Aachen/Bonn/Cologne/Dusseldorf, Bonn, Germany; Department of Urology, University Hospital Bonn, Bonn, Germany
| | - Jörg Ellinger
- Center for Integrated Oncology Aachen/Bonn/Cologne/Dusseldorf, Bonn, Germany; Department of Urology, University Hospital Bonn, Bonn, Germany
| | - Stephan Hauser
- Department of Urology, University Hospital Bonn, Bonn, Germany
| | - Laura Hüser
- Skin Cancer Unit, German Cancer Research Center, Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karls University of Heidelberg, Mannheim, Germany
| | - Sabine M Klauck
- Division of Cancer Genome Research, German Cancer Research Center, German Cancer Consortium, and National Center for Tumor Diseases, Im Neuenheimer Feld 460, Heidelberg, Germany
| | - Peter Altevogt
- Skin Cancer Unit, German Cancer Research Center, Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karls University of Heidelberg, Mannheim, Germany
| | - Holger Sültmann
- Division of Cancer Genome Research, German Cancer Research Center, German Cancer Consortium, and National Center for Tumor Diseases, Im Neuenheimer Feld 460, Heidelberg, Germany
| | - Dimo Dietrich
- Institute of Pathology, Center for Integrated Oncology, University of Bonn, Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Dusseldorf, Bonn, Germany; Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Bonn, Germany
| | - Glen Kristiansen
- Institute of Pathology, Center for Integrated Oncology, University of Bonn, Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Dusseldorf, Bonn, Germany.
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Changes in plasma hydroxyproline and plasma cell-free DNA concentrations after higher- versus lower-intensity eccentric cycling. Eur J Appl Physiol 2021; 121:1087-1097. [PMID: 33439308 DOI: 10.1007/s00421-020-04593-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 12/18/2020] [Indexed: 12/29/2022]
Abstract
PURPOSE We examined changes in plasma creatine kinase (CK) activity, hydroxyproline and cell-free DNA (cfDNA) concentrations in relation to changes in maximum voluntary isometric contraction (MVIC) torque and delayed-onset muscle soreness (DOMS) following a session of volume-matched higher- (HI) versus lower-intensity (LI) eccentric cycling exercise. METHODS Healthy young men performed either 5 × 1-min HI at 20% of peak power output (n = 11) or 5 × 4-min LI eccentric cycling at 5% of peak power output (n = 9). Changes in knee extensor MVIC torque, DOMS, plasma CK activity, and hydroxyproline and cfDNA concentrations before, immediately after, and 24-72 h post-exercise were compared between groups. RESULTS Plasma CK activity increased post-exercise (141 ± 73.5%) and MVIC torque decreased from immediately (13.3 ± 7.8%) to 48 h (6.7 ± 13.5%) post-exercise (P < 0.05), without significant differences between groups. DOMS was greater after HI (peak: 4.5 ± 3.0 on a 10-point scale) than LI (1.2 ± 1.0). Hydroxyproline concentration increased 40-53% at 24-72 h after both LI and HI (P < 0.05). cfDNA concentration increased immediately after HI only (2.3 ± 0.9-fold, P < 0.001), with a significant difference between groups (P = 0.002). Lack of detectable methylated HOXD4 indicated that the cfDNA was not derived from skeletal muscle. No significant correlations were evident between the magnitude of change in the measures, but the cfDNA increase immediately post-exercise was correlated with the maximal change in heart rate during exercise (r = 0.513, P = 0.025). CONCLUSION Changes in plasma hydroxyproline and cfDNA concentrations were not associated with muscle fiber damage, but the increased hydroxyproline in both groups suggests increased collagen turnover. cfDNA may be a useful metabolic-intensity exercise marker.
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Bockhorst C, Dietrich J, Vogt TJ, Stauber RH, Strieth S, Bootz F, Dietrich D, Vos LD. The DNA methylation landscape of PD-1 ( PDCD1) and adjacent lncRNA AC131097.3 in head and neck squamous cell carcinoma. Epigenomics 2020; 13:113-127. [PMID: 33351665 DOI: 10.2217/epi-2020-0208] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Aims: PD-1 expression is associated with DNA methylation in head and neck squamous cell carcinomas (HNSCCs). We performed methylation analysis at single CpG site resolution in order to understand epigenetic regulation. Materials and methods: CpG methylation analysis of PD-1 and long non-coding RNA (lncRNA) AC131097.3 was performed in n = 528 HNSCCs and n = 50 normal adjacent tissues provided by The Cancer Genome Atlas and in isolated leukocytes. Results: PD-1 mRNA and AC131097.3 lncRNA expression correlated inversely with promoter and positively with gene body CpG methylation. PD-1 and AC131097.3 are co-expressed. Methylation was sequence-contextually associated with human papillomavirus prognosis, mutational load, and immune infiltrates. Conclusions: The significance of PD-1 and AC131097.3 methylation is highly sequence-contextual. AC131097.3 might play a role in HNSCC.
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Affiliation(s)
- Christopher Bockhorst
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Jörn Dietrich
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Timo J Vogt
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Roland H Stauber
- Molecular & Cellular Oncology, ENT/University Hospital of Mainz, 55131 Mainz, Germany
| | - Sebastian Strieth
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Friedrich Bootz
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Dimo Dietrich
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Luka de Vos
- Department of Otorhinolaryngology, Head & Neck Surgery, University Hospital Bonn, 53127 Bonn, Germany.,Department of Dermatology & Allergy, University Hospital Bonn, 53127 Bonn, Germany
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Alikhani M, Karamzadeh R, Rahimi P, Adib S, Baharvand H, Salekdeh GH. Human Proteome Project and Human Pluripotent Stem Cells: Odd Bedfellows or a Perfect Match? J Proteome Res 2020; 19:4747-4753. [PMID: 33124832 DOI: 10.1021/acs.jproteome.0c00689] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The Chromosome-Centric Human Proteome Project (C-HPP) aims at the identification of missing proteins (MPs) and the functional characterization of functionally unannotated PE1 (uPE1) proteins. A major challenge in addressing this goal is that many human proteins and MPs are silent in adult cells. A promising approach to overcome such challenge is to exploit the advantage of novel tools such as pluripotent stem cells (PSCs), which are capable of differentiation into three embryonic germ layers, namely, the endoderm, mesoderm, and ectoderm. Here we present several examples of how the Human Y Chromosome Proteome Project (Y-HPP) benefited from this approach to meet C-HPP goals. Furthermore, we discuss how integrating CRISPR engineering, human-induced pluripotent stem cell (hiPSC)-derived disease modeling systems, and organoid technologies provides a unique platform for Y-HPP and C-HPP for MP identification and the functional characterization of human proteins, especially uPE1s.
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Affiliation(s)
- Mehdi Alikhani
- Department of Molecular Systems Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran 16635-148, Iran
| | - Razieh Karamzadeh
- Department of Molecular Systems Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran 16635-148, Iran
| | - Pardis Rahimi
- Department of Molecular Systems Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran 16635-148, Iran
| | - Samane Adib
- Department of Anatomy, Faculty of Medical Sciences, Tarbiat Modares University, Tehran 14115-111, Iran
| | - Hossein Baharvand
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran 16635-148, Iran.,Department of Developmental Biology, University of Science and Culture, Tehran 146196815, Iran
| | - Ghasem Hosseini Salekdeh
- Department of Molecular Systems Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran 16635-148, Iran.,Department of Molecular Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
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62
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Zouali M. DNA methylation signatures of autoimmune diseases in human B lymphocytes. Clin Immunol 2020; 222:108622. [PMID: 33188932 DOI: 10.1016/j.clim.2020.108622] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 09/28/2020] [Accepted: 11/07/2020] [Indexed: 12/15/2022]
Abstract
B lymphocytes play key roles in adaptive and innate immunity. In autoimmune diseases, their participation in disease instigation and/or progression has been demonstrated in both experimental models and clinical trials. Recent epigenetic investigations of human B lymphocyte subsets revealed the importance of DNA methylation in exquisitely regulating the cellular activation and differentiation programs. This review discusses recent advances on the potential of DNA methylation to shape events that impart generation of plasma cells and memory B cells, providing novel insight into homeostatic regulation of the immune system. In parallel, epigenetic profiling of B cells from patients with systemic or organo-specific autoimmune diseases disclosed distinctive differential methylation regions that, in some cases, could stratify patients from controls. Development of tools for editing DNA methylation in the mammalian genome could be useful for future functional studies of epigenetic regulation by offering the possibility to edit locus-specific methylation, with potential translational applications.
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Affiliation(s)
- Moncef Zouali
- Graduate Institute of Biomedical Sciences, China Medical University, No. 91, Xueshi Road, North District, Taichung City, Taïwan 404, Taichung, Taiwan.
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63
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Amaar YG, Reeves ME. The impact of the RASSF1C and PIWIL1 on DNA methylation: the identification of GMIP as a tumor suppressor. Oncotarget 2020; 11:4082-4092. [PMID: 33227088 PMCID: PMC7665232 DOI: 10.18632/oncotarget.27795] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 10/17/2020] [Indexed: 12/20/2022] Open
Abstract
INTRODUCTION Recently we have identified a novel RASSF1C-PIWIL1-piRNA pathway that promotes lung cancer cell progression and migration. PIWI-like proteins interact with piRNAs to form complexes that regulate gene expression at the transcriptional and translational levels. We have illustrated in previous work that RASSF1C modulates the expression of the PIWIL1-piRNA gene axis, suggesting the hypothesis that the RASSF1C-PIWI-piRNA pathway could potentially contribute to lung cancer stem cell development and progression, in part, through modulation of gene methylation of both oncogenic and tumor suppressor genes. Therefore, we tested this hypothesis using a non-small cell lung cancer (NSCLC) cell model to identify Candidate Differentially Methylated Regions (DMRs) modulated by the RASSF1C-PIWIL1-piRNA pathway. MATERIALS AND METHODS We studied the impact of over-expressing RASSF1C and knocking down RASSF1C and PIWIL1 expression on global gene DNA methylation in the NSCLC cell line H1299 using the Reduced Representation Bisulfite Sequencing (RRBS) method. RESULTS DMRs were identified by comparing DNA methylation profiles of experimental and control cells. Over-expression of RASSF1C and knocking down RASSF1C and PIWIL1 modulated DNA methylation of genomic regions; and statistically significant candidate genes residing DMR regions in lung cancer cells were identified, including oncogenes and tumor suppressors. One of the hypermethylated genes, Gem Interacting Protein (GMIP), displays tumor suppressor properties. GMIP expression attenuates lung cancer cell migration, and its over-expression is associated with longer survival of lung cancer patients. CONCLUSIONS The RASSF1C-PIWI-piRNA pathway modulates key oncogenes and tumor suppressor genes. GMIP is hypermethylated by this pathway and has tumor suppressor properties.
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Affiliation(s)
- Yousef G Amaar
- Surgical Oncology Laboratory, Loma Linda VA Medical Center, Loma Linda, CA, USA
| | - Mark E Reeves
- Surgical Oncology Laboratory, Loma Linda VA Medical Center, Loma Linda, CA, USA.,Loma Linda University Cancer Center, Loma Linda, CA, USA
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64
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Huang X, Ouyang Q, Ran M, Zeng B, Deng L, Hu S, Yang M, Li G, Deng T, He M, Li T, Yang H, Zhang G, Zhang H, Zeng C, Wang J. The immune and metabolic changes with age in giant panda blood by combined transcriptome and DNA methylation analysis. Aging (Albany NY) 2020; 12:21777-21797. [PMID: 33188156 DOI: 10.18632/aging.103990] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 08/14/2020] [Indexed: 11/25/2022]
Abstract
Giant panda (Ailuropoda melanoleuca) is an endangered mammalian species. Exploring immune and metabolic changes that occur in giant pandas with age is important for their protection. In this study, we systematically investigated the physiological and biochemical indicators in blood, as well as the transcriptome, and methylation profiles of young, adult, and old giant pandas. The white blood cell (WBC), neutrophil (NEU) counts and hemoglobin (HGB) concentrations increased significantly with age (young to adult), and some indicators related to blood glucose and lipids also changed significantly with age. In the transcriptome analysis, differentially expressed genes (DEGs) were found in comparisons of the young and adult (257), adult and old (20), young and old (744) groups. Separation of the DEGs into eight profiles according to the expression trend using short time-series expression miner (STEM) software revealed that most DEGs were downregulated with age. Functional analysis showed that most DEGs were associated with disease and that these DEGs were also associated with the immune system and metabolism. Furthermore, gene methylation in giant pandas decreased globally with age, and the expression of CCNE1, CD79A, IL1R1, and TCF7 showed a highly negative correlation with their degree of methylation. These results indicate that the giant panda's immune function improves gradually with age (young to adult), and that changes in the methylation profile are involved in the effects of age on immune and metabolic functions. These results have important implications for the understanding and conservation of giant pandas.
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Affiliation(s)
- Xiaoyu Huang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China.,China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Qingyuan Ouyang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Mingxia Ran
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Bo Zeng
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Linhua Deng
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Shenqiang Hu
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Mingyao Yang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Guo Li
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Tao Deng
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Ming He
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Ti Li
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Haidi Yang
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Guiquan Zhang
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Heming Zhang
- China Conservation and Research Center for the Giant Panda, Dujiangyan 611830, Sichuan, China.,Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park, Dujiangyan 611830, Sichuan, China
| | - Changjun Zeng
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Jiwen Wang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
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Choi WY, Hwang JH, Cho AN, Lee AJ, Lee J, Jung I, Cho SW, Kim LK, Kim YJ. DNA Methylation of Intragenic CpG Islands are Required for Differentiation from iPSC to NPC. Stem Cell Rev Rep 2020; 16:1316-1327. [PMID: 32975781 DOI: 10.1007/s12015-020-10041-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/08/2020] [Indexed: 12/30/2022]
Abstract
The effects of gene body DNA methylation on gene regulation still remains highly controversial. In this study, we generated whole genome bisulfite sequencing (WGBS) data with high sequencing depth in induced pluripotent stem cell (iPSC) and neuronal progentior cell (NPC), and investigated the relationship between DNA methylation changes in CpG islands (CGIs) and corresponding gene expression during NPC differentiation. Interestingly, differentially methylated CGIs were more abundant in intragenic regions compared to promoters and these methylated intragenic CGIs (iCGIs) were associated with neuronal development-related genes. When we compared gene expression level of methylated and unmethylated CGIs in intragenic regions, DNA methylation of iCGI was positively correlated with gene expression in contrast with promoter CGIs (pCGIs). To gain insight into regulatory mechanism mediated by iCGI DNA methylation, we executed motif searching in hypermethylated iCGIs and found NEUROD1 as a hypermethylated iCGI binding transcription factor. This study highlights give rise to possibility of activating role of hypermethylation in iCGIs and involvement of neuronal development related TFs. Graphical Abstract The relationship between iCGI DNA methylation and expression of associated genes in neuronal developmental process. During iPSC to NPCdifferentiation, iCGI containing neural developmental genes show iCGI's DNA hypermethylation which is accompanied by gene activation and NEUROD1which is one of the core neuronal TFs interacts with hypermethylated iCGI regions.
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Affiliation(s)
- Won-Young Choi
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, The Graduate School, Yonsei University, Seoul, 03722, Republic of Korea
| | - Ji-Hyun Hwang
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, The Graduate School, Yonsei University, Seoul, 03722, Republic of Korea
| | - Ann-Na Cho
- Department of Biotechnology, College of Life Science and Biotechnology, Yonsei University, Seoul, 03722, Republic of Korea
| | - Andrew J Lee
- Department of Biological Sciences, KAIST, Daejeon, Republic of Korea
| | - Jungwoo Lee
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, The Graduate School, Yonsei University, Seoul, 03722, Republic of Korea
| | - Inkyung Jung
- Department of Biological Sciences, KAIST, Daejeon, Republic of Korea
| | - Seung-Woo Cho
- Department of Biotechnology, College of Life Science and Biotechnology, Yonsei University, Seoul, 03722, Republic of Korea
| | - Lark Kyun Kim
- Severance Biomedical Science Institute and BK21 PLUS Project for Medical Sciences, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, 06230, Republic of Korea.
| | - Young-Joon Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, The Graduate School, Yonsei University, Seoul, 03722, Republic of Korea. .,Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul, 03722, Republic of Korea.
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66
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Wei H, Yin X, Tang H, Gao Y, Liu B, Wu Q, Tian Q, Hao Y, Bi H, Guo D. Hypomethylation of Notch1 DNA is associated with the occurrence of uveitis. Clin Exp Immunol 2020; 201:317-327. [PMID: 32479651 DOI: 10.1111/cei.13471] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 04/24/2020] [Accepted: 05/20/2020] [Indexed: 11/28/2022] Open
Abstract
Uveitis is a serious intra-ocular inflammatory disease that can lead to visual impairment even blindness worldwide. Notch signaling can regulate the differentiation of naive CD4+ T cells, influencing the development of uveitis. DNA methylation is closely related to the autoimmune diseases. In this study, we measured the Notch1 DNA methylation level, determined the Notch1 and related DNA methylases mRNA expression and evaluated the ratio of T helper type 17 regulatory T cell (Th17/Treg ) in peripheral blood mononuclear cells (PBMCs) from uveitis patients and normal control subjects; we also tested the levels of relevant inflammatory cytokines in serum from the participants. Results indicated that compared with those in normal control individuals, the expression of ten-eleven translocation 2 (TET2) and Notch1 mRNA is elevated in uveitis patients, whereas the methylation level in Notch1 DNA promotor region [-842 ~ -646 base pairs (bp)] is down-regulated, and is unrelated to anatomical location. Moreover, the Th17/Treg ratio is up-regulated in PBMCs from uveitis patients, accompanied by the elevated levels of proinflammatory cytokines [e.g. interleukin (IL)-2, IL-6, IL-17 and interferon (IFN)-γ] in serum from uveitis patients. These findings suggest that the over-expression of TET2 DNA demethylase may lead to hypomethylation of Notch1, activate the Notch1 signaling, induce naive CD4+ T cells to differentiate theTh17 subset and thus disturb the balance of the Th17/Treg ratio in uveitis patients. Overall, hypomethylation of Notch1 DNA is closely associated with the occurrence of uveitis. Our study preliminarily reveals the underlying mechanism for the occurrence of uveitis related to the hypomethylation of Notch1 DNA, providing a novel therapeutic strategy against uveitis in clinical practice.
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Affiliation(s)
- H Wei
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - X Yin
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - H Tang
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Y Gao
- Shandong Provincial Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases, Shandong, Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases in Universities, Shandong, Eye Institute of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - B Liu
- Department of Blood Transfusion, Linyi People's Hospital, Linyi, China
| | - Q Wu
- Affiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Q Tian
- Affiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Y Hao
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - H Bi
- Shandong Provincial Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases, Shandong, Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases in Universities, Shandong, Eye Institute of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - D Guo
- Shandong Provincial Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases, Shandong, Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases in Universities, Shandong, Eye Institute of Shandong University of Traditional Chinese Medicine, Jinan, China
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67
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Thiebaut C, Konan HP, Guerquin MJ, Chesnel A, Livera G, Le Romancer M, Dumond H. The Role of ERα36 in Development and Tumor Malignancy. Int J Mol Sci 2020; 21:E4116. [PMID: 32526980 PMCID: PMC7312586 DOI: 10.3390/ijms21114116] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 06/03/2020] [Accepted: 06/04/2020] [Indexed: 02/06/2023] Open
Abstract
Estrogen nuclear receptors, represented by the canonical forms ERα66 and ERβ1, are the main mediators of the estrogen-dependent pathophysiology in mammals. However, numerous isoforms have been identified, stimulating unconventional estrogen response pathways leading to complex cellular and tissue responses. The estrogen receptor variant, ERα36, was cloned in 2005 and is mainly described in the literature to be involved in the progression of mammary tumors and in the acquired resistance to anti-estrogen drugs, such as tamoxifen. In this review, we will first specify the place that ERα36 currently occupies within the diversity of nuclear and membrane estrogen receptors. We will then report recent data on the impact of ERα36 expression and/or activity in normal breast and testicular cells, but also in different types of tumors including mammary tumors, highlighting why ERα36 can now be considered as a marker of malignancy. Finally, we will explain how studying the regulation of ERα36 expression could provide new clues to counteract resistance to cancer treatments in hormone-sensitive tumors.
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Affiliation(s)
- Charlène Thiebaut
- Université de Lorraine, CNRS, CRAN, F-54000 Nancy, France; (C.T.); (A.C.)
| | - Henri-Philippe Konan
- Université de Lyon, F-69000 Lyon, France; (H.-P.K.); (M.L.R.)
- INSERM U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France
| | - Marie-Justine Guerquin
- Laboratory of Development of the Gonads, UMRE008 Genetic Stability Stem Cells and Radiation, Université de Paris, Université Paris Saclay, CEA, F-92265 Fontenay aux Roses, France; (M.-J.G.); (G.L.)
| | - Amand Chesnel
- Université de Lorraine, CNRS, CRAN, F-54000 Nancy, France; (C.T.); (A.C.)
| | - Gabriel Livera
- Laboratory of Development of the Gonads, UMRE008 Genetic Stability Stem Cells and Radiation, Université de Paris, Université Paris Saclay, CEA, F-92265 Fontenay aux Roses, France; (M.-J.G.); (G.L.)
| | - Muriel Le Romancer
- Université de Lyon, F-69000 Lyon, France; (H.-P.K.); (M.L.R.)
- INSERM U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France
| | - Hélène Dumond
- Université de Lorraine, CNRS, CRAN, F-54000 Nancy, France; (C.T.); (A.C.)
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68
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Huang X, Zhao Q, Li D, Ren B, Yue L, Shi F, Wang X, Zheng C, Chen X, Zhang C, Zhang W. Association between gene promoter methylation of the one-carbon metabolism pathway and serum folate among patients with hyperhomocysteinemia. Eur J Clin Nutr 2020; 74:1677-1684. [DOI: 10.1038/s41430-020-0657-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 04/29/2020] [Accepted: 04/30/2020] [Indexed: 12/23/2022]
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69
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Kumari H, Huang WH, Chan MWY. Review on the Role of Epigenetic Modifications in Doxorubicin-Induced Cardiotoxicity. Front Cardiovasc Med 2020; 7:56. [PMID: 32457918 PMCID: PMC7221144 DOI: 10.3389/fcvm.2020.00056] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 03/20/2020] [Indexed: 01/04/2023] Open
Abstract
Use of anthracyclines such as doxorubicin (DOX), for the treatment of cancer, is known to induce cardiotoxicity, begetting numerous evaluations of this adverse effect. This review emphasizes the mechanism of how consideration of DOX-induced cardiotoxicity is important for the development of cardioprotective agents. As DOX is involved in mitochondrial dysfunction, enzymes involved in epigenetic modifications that use mitochondrial metabolite as substrate are most likely to be affected. Therefore, this review article focuses on the fact that epigenetic modifications, namely, DNA methylation, histone modifications, and noncoding RNA expression, contribute to DOX-associated cardiotoxicity. Early interventions needed for patients undergoing chemotherapy, to treat or prevent heart failure, would, overall, improve the survival, and quality of life of cancer patients. These epigenetic modifications can either be used as molecular markers for cancer prognosis or represent molecular targets to attenuate DOX-induced cardiotoxicity in cancer patients.
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Affiliation(s)
- Himani Kumari
- Department of Biomedical Sciences, National Chung Cheng University, Chiayi, Taiwan
| | - Wan-Hong Huang
- Department of Biomedical Sciences, National Chung Cheng University, Chiayi, Taiwan
| | - Michael W Y Chan
- Department of Biomedical Sciences, National Chung Cheng University, Chiayi, Taiwan.,Epigenomics and Human Disease Research Center, National Chung Cheng University, Chiayi, Taiwan.,Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, Chiayi, Taiwan
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70
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Wang HL, Li KZ, Li JL, Hu BL. Prognostic value of AKAP13 methylation and expression in lung squamous cell carcinoma. Biomark Med 2020; 14:503-512. [PMID: 32208871 DOI: 10.2217/bmm-2020-0054] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Aim: This study aimed to analyze the prognostic value and clinical significance of AKAP13 mRNA expression and AKAP13 methylation in lung squamous cell carcinoma (LUSC). Materials & methods: The mRNA expression and methylation of AKAP13 data of LUSC patients were downloaded from the Broad GDAC Firehose database and analyzed. Results: AKAP13 mRNA expression was downregulated and methylation was upregulated in LUSC tissue. Three CpG sites of AKAP13 were associated with overall survival. Combination of AKAP13 mRNA and methylation revealed 11 CpG sites associated with overall survival of LUSC patients. AKAP13 mRNA expression was associated with distant metastasis of LUSC, no associations were found between methylation status of CpG sites and clinical features. Conclusion: AKAP13 mRNA and its methylated CpG sites are potential prognostic indicators in LUSC patients.
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Affiliation(s)
- Hui-Lin Wang
- Second Department of Chemotherapy, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Ke-Zhi Li
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Ji-Lin Li
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Bang-Li Hu
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
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71
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Lin J, Peng J, Liu G, Deng L. Overexpression of MECP2 attenuates cigarette smoke extracts induced lung epithelial cell injury by promoting CYP1B1 methylation. J Toxicol Sci 2020; 45:177-186. [PMID: 32147640 DOI: 10.2131/jts.45.177] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
MECP2 (Methyl-CpG-binding protein 2) has been shown to have a critical role in regulating DNA methylation against smoke exposed lung injury. However, the biological function of MECP2 and the underlying molecular mechanism remains elusive. Human bronchial epithelial (16HBE) and alveolar type II epithelial cells (AECII) were exposed to increasing concentrations of cigarette smoke extracts (CSE) solution to establish CSE-induced lung epithelial cell injury models. Our findings revealed that MECP2 was down-regulated, while CYP1B1 was up-regulated in CSE-induced lung epithelial cell injury models by quantitative real time PCR, western blotting and immunofluorescence staining. Down-regulated CYP1B1 was ascribed to the demethylation of its promoter by methylation-specific PCR (MSP). The in vitro experiments further showed that MECP2 overexpression significantly attenuated CSE-triggered cell growth attenuation, cell cycle arrest, apoptosis and ROS generation in lung epithelial cells by CCK-8 and flow cytometry assays. In molecular level, we further demonstrated that MECP2 overexpression obviously suppressed the expression of CYP1B1 through enhancing DNA methylation. Therefore, our data suggest that MECP2 protects against CSE-induced lung epithelial cell injury possibly through down-regulating CYP1B1 expression via elevating its methylation status.
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Affiliation(s)
- Junhong Lin
- Neonatology department, the First Affiliated Hospital, Jinan University, China
| | - Junzheng Peng
- Department of Respiration, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, China
| | - Guosheng Liu
- Neonatology department, the First Affiliated Hospital, Jinan University, China
| | - Li Deng
- Department of Respiration, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, China
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72
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Hernandez-Vargas H, Goldsmith C, Mathot P, Dante R. Stromal-associated cytokines bias the interplay between gene expression and DNA methylation in human breast cancers. Epigenetics 2019; 15:511-523. [PMID: 31838945 DOI: 10.1080/15592294.2019.1699893] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
In human tumours, the crosstalk between cancer cells and their microenvironment is involved in tumour progression, metastasis and resistance to anti-cancer therapies. Among the factors involved in this exchange of information pro-inflammatory cytokines seem to play a crucial role. We observed that a group of pro-inflammatory cytokines, interleukin 6 (IL6), interleukin 1-beta (IL1b), and tumour necrosis factor-alpha (TNFa), preferentially activated genes exhibiting a high basal methylation level at their transcription start sites, in the human breast cancer cell line MCF7. In human breast tumours, these responding genes were also hypermethylated, and some of them (N = 104) were differentially methylated across human breast tumour samples (The Cancer Genome Atlas cohort). While their expression was positively correlated with the stromal content of the tumours and the expression of stromal-associated pro-inflammatory cytokines, the expression of this subset of genes was negatively correlated with their methylation level at their 5' end. Nevertheless, while the methylation level of this subset of genes was not correlated with the stromal cell content of the tumours, this negative correlation was partially lost in tumours with high stromal cell content. Consistently, we observed that the methylation level in this subset of genes influenced the correlation between gene expression and stromal cell content. Thus, these data indicated that the stromal component of breast tumours should be taken into account for DNA methylation and gene expression studies and suggest an additional pathway, via DNA methylation, in the cross-talk between cancer cells and their microenvironment in human breast cancers.
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Affiliation(s)
- Hector Hernandez-Vargas
- Department of Immunity, Virus and Inflammation, Cancer Research Center of Lyon (CRCL), Inserm U 1052, CNRS UMR 5286, Université de Lyon, Centre Léon Bérard, Lyon CEDEX 08, France.,Department of Translational Research and Innovation, Centre Léon Bérard, Lyon CEDEX 08, France
| | - Chloe Goldsmith
- Department of Immunity, Virus and Inflammation, Cancer Research Center of Lyon (CRCL), Inserm U 1052, CNRS UMR 5286, Université de Lyon, Centre Léon Bérard, Lyon CEDEX 08, France
| | - Pauline Mathot
- Dependence Receptors Cancer and Development Laboratory, Department of Signaling of Tumoral Escape, Cancer Research Center of Lyon (CRCL), Inserm U 1052, CNRS UMR 5286, Université de Lyon, Centre Léon Bérard, Lyon CEDEX 08, France
| | - Robert Dante
- Dependence Receptors Cancer and Development Laboratory, Department of Signaling of Tumoral Escape, Cancer Research Center of Lyon (CRCL), Inserm U 1052, CNRS UMR 5286, Université de Lyon, Centre Léon Bérard, Lyon CEDEX 08, France
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73
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Sun L, Namboodiri S, Chen E, Sun S. Preliminary Analysis of Within-Sample Co-methylation Patterns in Normal and Cancerous Breast Samples. Cancer Inform 2019; 18:1176935119880516. [PMID: 31631960 PMCID: PMC6778999 DOI: 10.1177/1176935119880516] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 09/14/2019] [Indexed: 12/29/2022] Open
Abstract
DNA methylation plays a significant role in regulating the expression of certain genes in both cancerous and normal breast tissues. It is therefore important to study within-sample co-methylation, ie, methylation patterns between consecutive sites in a chromosome. In this article, we develop 2 new methods to compare co-methylation patterns between normal and cancerous breast samples. In particular, we investigate the co-methylation patterns of 4 different methylation states/levels separately. Using these 2 methods, we focus on addressing the following questions: How often does 1 methylation state change to other methylation states and how is this change dependent on chromosome distance? What co-methylation patterns do normal and cancerous breast samples have? Do genomic sites with different methylation states/levels have different co-methylation patterns? Our results show that cancerous and normal co-methylation patterns are significantly different. We find that this difference exists even when the physical distance of 2 sites are less than 50 bases. Breast cancer cell lines tend to remain in the same methylation state more often than normal samples, especially for the no/low or high/full methylation states. We also find that the co-methylation region lengths for various methylation states (no/low, partial, and high/full methylation states) are very different. For example, the co-methylation region lengths for partial methylation regions are shorter than the unmethylated or fully methylated regions. Our research may provide a deep understanding of co-methylation patterns. These co-methylation patterns will aid in discovering and understanding new methylation events that may be related to novel biomarkers.
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Affiliation(s)
| | | | | | - Shuying Sun
- Department of Mathematics, Texas State University, San Marcos, TX, USA
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74
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Sailer V, Sailer U, Bawden EG, Zarbl R, Wiek C, Vogt TJ, Dietrich J, Loick S, Grünwald I, Toma M, Golletz C, Gerstner A, Kristiansen G, Bootz F, Scheckenbach K, Landsberg J, Dietrich D. DNA methylation of indoleamine 2,3-dioxygenase 1 (IDO1) in head and neck squamous cell carcinomas correlates with IDO1 expression, HPV status, patients' survival, immune cell infiltrates, mutational load, and interferon γ signature. EBioMedicine 2019; 48:341-352. [PMID: 31628024 PMCID: PMC6838413 DOI: 10.1016/j.ebiom.2019.09.038] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 09/19/2019] [Accepted: 09/24/2019] [Indexed: 01/07/2023] Open
Abstract
Background The immune checkpoint, indoleamine 2,3-dioxygenase 1, is under investigation as target of novel immunotherapies for cancers, including head and neck squamous cell carcinomas (HNSCC). The aim of our study was to analyze DNA methylation of the encoding gene (IDO1) in HNSCC. Methods Methylation of three CpG sites within the promoter, promoter flank, and gene body was investigated and correlated with mRNA expression, immune cell infiltration, mutational burden, human papillomavirus (HPV)-status, and overall survival in a cohort of N = 528 HNSCC patients obtained from The Cancer Genome Atlas. In addition, IDO1 immunohistochemistry and DNA methylation analysis was performed in an independent cohort of N = 138 HNSCC samples. Findings Significant inverse correlations of IDO1 methylation and IDO1 mRNA expression were found in the promoter and promoter flank region (Spearman's ρ = −0.163 and ρ = −0.377, respectively) while a positive correlation was present in the gene body (ρ = 0.502; all P < 0.001). IDO1 DNA methylation significantly correlated with IDO1 protein expressing immune cells as well as tumor cells. IDO1 promoter flank hypermethylation was significantly associated with poor overall survival (P < 0.001). In addition, we discovered significant correlations between IDO1 methylation and expression with RNA signatures of immune cell infiltrates and with HPV-status, mutational load (methylation only), and interferon γ signature. Interpretation Our results suggest IDO1 expression levels are epigenetically regulated by DNA methylation. This study provides rationale to test IDO1 methylation as potential biomarker for prediction of response to IDO1 immune checkpoint inhibitors in HNSCC.
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Affiliation(s)
- Verena Sailer
- Pathology of the University Hospital Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Ulrike Sailer
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany
| | - Emma Grace Bawden
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Romina Zarbl
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany
| | - Constanze Wiek
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Timo J Vogt
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany
| | - Joern Dietrich
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany
| | - Sophia Loick
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany
| | - Ingela Grünwald
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany
| | - Marieta Toma
- Institute of Pathology, University Hospital Bonn, Bonn, Germany
| | - Carsten Golletz
- Institute of Pathology, University Hospital Bonn, Bonn, Germany
| | - Andreas Gerstner
- Department of Otolaryngology, Head and Neck Surgery, Municipal Hospital Braunschweig, Braunschweig, Germany
| | | | - Friedrich Bootz
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany
| | - Kathrin Scheckenbach
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Jennifer Landsberg
- Department of Dermatology and Allergy, University Hospital Bonn, Bonn, Germany
| | - Dimo Dietrich
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Street 25, 53105 Bonn, Germany.
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75
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Wang X. Stem cells in tissues, organoids, and cancers. Cell Mol Life Sci 2019; 76:4043-4070. [PMID: 31317205 PMCID: PMC6785598 DOI: 10.1007/s00018-019-03199-x] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 05/22/2019] [Accepted: 06/17/2019] [Indexed: 12/13/2022]
Abstract
Stem cells give rise to all cells and build the tissue structures in our body, and heterogeneity and plasticity are the hallmarks of stem cells. Epigenetic modification, which is associated with niche signals, determines stem cell differentiation and somatic cell reprogramming. Stem cells play a critical role in the development of tumors and are capable of generating 3D organoids. Understanding the properties of stem cells will improve our capacity to maintain tissue homeostasis. Dissecting epigenetic regulation could be helpful for achieving efficient cell reprograming and for developing new drugs for cancer treatment. Stem cell-derived organoids open up new avenues for modeling human diseases and for regenerative medicine. Nevertheless, in addition to the achievements in stem cell research, many challenges still need to be overcome for stem cells to have versatile application in clinics.
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Affiliation(s)
- Xusheng Wang
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University, Guangzhou, 510275, China.
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76
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Edgar JA. L-ascorbic acid and the evolution of multicellular eukaryotes. J Theor Biol 2019; 476:62-73. [DOI: 10.1016/j.jtbi.2019.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 05/10/2019] [Accepted: 06/02/2019] [Indexed: 12/26/2022]
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77
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Liu Y, Ma S, Chang J, Zhang T, Chen X, Liang Y, Xia Q. Programmable targeted epigenetic editing using CRISPR system in Bombyx mori. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2019; 110:105-111. [PMID: 31022512 DOI: 10.1016/j.ibmb.2019.04.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 04/03/2019] [Accepted: 04/13/2019] [Indexed: 06/09/2023]
Abstract
DNA methylation has been proven to play roles in regulating gene expression, cell fate, disease determination, and chromatin architecture organization in mammals and plants, and is a significant component of epigenetic modification. Compared to mammals or plants, the status and function of DNA methylation are poorly understood in insects, which is partially due to the lack of efficient manipulation tools. In this study, we show that fusion protein of catalytically inactive Cas9 (dCas9) with TET1 can efficiently demethylate genomic DNA of silkworm Bombyx mori, in a programmable target region specific manner. We first developed an all-in-one vector to maximize the targeting efficiency of dCas9-TET1. Then we selected 3 endogenous genes that were previously found to harbor methylated DNA, and designed gRNAs within the methylated region. Co-transfection of dCas9-TET1 and gRNA successfully erased methylation marks near the targeting region, with efficiencies from about 17.50% to 40.00%. Furthermore, targeted demethylation on gene body resulted in increased mRNA transcription level. Unlike the previously widely used decitabine, a methylation inhibitor, dCas9-TET1 is more effective and specific, and has no unwanted impact on whole-genome methylation. DCas9-TET1 provides a powerful tool for investigating the functional significance of DNA methylation in a locus-specific manner, and for exploring the unknown links between methylation and development in insects.
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Affiliation(s)
- Yue Liu
- Biological Science Research Center, Southwest University, Chongqing, 400716, China
| | - Sanyuan Ma
- Biological Science Research Center, Southwest University, Chongqing, 400716, China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, 400716, China; Chongqing Key Laboratory of Sericulture, Southwest University, Chongqing, 400716, China
| | - Jiasong Chang
- Biological Science Research Center, Southwest University, Chongqing, 400716, China
| | - Tong Zhang
- Biological Science Research Center, Southwest University, Chongqing, 400716, China
| | - Xiaoxu Chen
- Biological Science Research Center, Southwest University, Chongqing, 400716, China
| | - Yan Liang
- Biological Science Research Center, Southwest University, Chongqing, 400716, China
| | - Qingyou Xia
- Biological Science Research Center, Southwest University, Chongqing, 400716, China; Chongqing Engineering and Technology Research Center for Novel Silk Materials, Southwest University, Chongqing, 400716, China; Chongqing Key Laboratory of Sericulture, Southwest University, Chongqing, 400716, China.
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78
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Liu J, Carnero-Montoro E, van Dongen J, Lent S, Nedeljkovic I, Ligthart S, Tsai PC, Martin TC, Mandaviya PR, Jansen R, Peters MJ, Duijts L, Jaddoe VWV, Tiemeier H, Felix JF, Willemsen G, de Geus EJC, Chu AY, Levy D, Hwang SJ, Bressler J, Gondalia R, Salfati EL, Herder C, Hidalgo BA, Tanaka T, Moore AZ, Lemaitre RN, Jhun MA, Smith JA, Sotoodehnia N, Bandinelli S, Ferrucci L, Arnett DK, Grallert H, Assimes TL, Hou L, Baccarelli A, Whitsel EA, van Dijk KW, Amin N, Uitterlinden AG, Sijbrands EJG, Franco OH, Dehghan A, Spector TD, Dupuis J, Hivert MF, Rotter JI, Meigs JB, Pankow JS, van Meurs JBJ, Isaacs A, Boomsma DI, Bell JT, Demirkan A, van Duijn CM. An integrative cross-omics analysis of DNA methylation sites of glucose and insulin homeostasis. Nat Commun 2019; 10:2581. [PMID: 31197173 PMCID: PMC6565679 DOI: 10.1038/s41467-019-10487-4] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 05/09/2019] [Indexed: 02/07/2023] Open
Abstract
Despite existing reports on differential DNA methylation in type 2 diabetes (T2D) and obesity, our understanding of its functional relevance remains limited. Here we show the effect of differential methylation in the early phases of T2D pathology by a blood-based epigenome-wide association study of 4808 non-diabetic Europeans in the discovery phase and 11,750 individuals in the replication. We identify CpGs in LETM1, RBM20, IRS2, MAN2A2 and the 1q25.3 region associated with fasting insulin, and in FCRL6, SLAMF1, APOBEC3H and the 15q26.1 region with fasting glucose. In silico cross-omics analyses highlight the role of differential methylation in the crosstalk between the adaptive immune system and glucose homeostasis. The differential methylation explains at least 16.9% of the association between obesity and insulin. Our study sheds light on the biological interactions between genetic variants driving differential methylation and gene expression in the early pathogenesis of T2D.
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Affiliation(s)
- Jun Liu
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands. .,Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7FL, UK.
| | - Elena Carnero-Montoro
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Center for Genomics and Oncological Research, GENYO, Pfizer/University of Granada/Andalusian Government, PTS, Granada, 18007, Spain.,Department of Twin Research and Genetic Epidemiology, King's College London, London, WC2R 2LS, UK
| | - Jenny van Dongen
- Department of Biological Psychology, Amsterdam Public Health (APH) research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, 1081BT, The Netherlands
| | - Samantha Lent
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Ivana Nedeljkovic
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Symen Ligthart
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Pei-Chien Tsai
- Department of Twin Research and Genetic Epidemiology, King's College London, London, WC2R 2LS, UK.,Department of Biomedical Sciences, Chang Gung University, Taoyuan, 333, Taiwan.,Division of Allergy, Asthma, and Rheumatology, Department of Pediatrics, Chang Gung Memorial Hospital, Linkou, 333, Taiwan
| | - Tiphaine C Martin
- Department of Twin Research and Genetic Epidemiology, King's College London, London, WC2R 2LS, UK.,Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Pooja R Mandaviya
- Department of Internal Medicine, Section of Pharmacology Vascular and Metabolic Diseases, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Rick Jansen
- Department of Psychiatry and Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, 1081BT, The Netherlands
| | - Marjolein J Peters
- Department of Internal Medicine, Section of Pharmacology Vascular and Metabolic Diseases, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Liesbeth Duijts
- Division of Neonatology, Department of Pediatrics, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Division of Respiratory Medicine, Department of Pediatrics, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Vincent W V Jaddoe
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Department of Pediatrics, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Generation R Study Group, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Henning Tiemeier
- Department of Child and Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Department of Social and Behavioral Science, Harvard TH Chan School of Public Health, Boston, MA, 02115, USA
| | - Janine F Felix
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Department of Pediatrics, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Generation R Study Group, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Gonneke Willemsen
- Department of Biological Psychology, Amsterdam Public Health (APH) research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, 1081BT, The Netherlands
| | - Eco J C de Geus
- Department of Biological Psychology, Amsterdam Public Health (APH) research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, 1081BT, The Netherlands
| | - Audrey Y Chu
- The Population Sciences Branch, Division of Intramural Research, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20814, USA.,The Framingham Heart Study, National Heart, Lung and Blood Institute, National Institutes of Health, Framingham, MA, 01702, USA
| | - Daniel Levy
- The Population Sciences Branch, Division of Intramural Research, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20814, USA.,The Framingham Heart Study, National Heart, Lung and Blood Institute, National Institutes of Health, Framingham, MA, 01702, USA
| | - Shih-Jen Hwang
- The Population Sciences Branch, Division of Intramural Research, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20814, USA.,The Framingham Heart Study, National Heart, Lung and Blood Institute, National Institutes of Health, Framingham, MA, 01702, USA
| | - Jan Bressler
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Rahul Gondalia
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Elias L Salfati
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Christian Herder
- German Center for Diabetes Research (DZD), München-Neuherberg, 85764, Germany.,Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, 40225, Germany.,Division of Endocrinology and Diabetology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, 40225, Germany
| | - Bertha A Hidalgo
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Toshiko Tanaka
- Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, 21224, USA
| | - Ann Zenobia Moore
- Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, 21224, USA
| | - Rozenn N Lemaitre
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, 98101, USA
| | - Min A Jhun
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Jennifer A Smith
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Nona Sotoodehnia
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, 98101, USA
| | | | - Luigi Ferrucci
- Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, 21224, USA
| | - Donna K Arnett
- School of Public Health, University of Kentucky, Lexington, KY, 40536, USA
| | - Harald Grallert
- German Center for Diabetes Research (DZD), München-Neuherberg, 85764, Germany.,Research Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum München Research Center for Environmental Health, Neuherberg, 85764, Germany
| | - Themistocles L Assimes
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Lifang Hou
- Center for Population Epigenetics, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University Chicago, Evanston, IL, 60611, USA.,Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Andrea Baccarelli
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA
| | - Eric A Whitsel
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA.,Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, NC, 27516, USA
| | - Ko Willems van Dijk
- Department of Human Genetics, Leiden University Medical Center, Leiden, 2333ZA, The Netherlands.,Department of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, 2333ZA, The Netherlands
| | - Najaf Amin
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - André G Uitterlinden
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Department of Internal Medicine, Section of Pharmacology Vascular and Metabolic Diseases, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Eric J G Sijbrands
- Department of Internal Medicine, Section of Pharmacology Vascular and Metabolic Diseases, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, 3012, Switzerland
| | - Abbas Dehghan
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,Department of Epidemiology and Biostatistics, Imperial College London, London, SW7 2AZ, UK
| | - Tim D Spector
- Department of Twin Research and Genetic Epidemiology, King's College London, London, WC2R 2LS, UK
| | - Josée Dupuis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Marie-France Hivert
- Department of Medicine, Université de Sherbrooke, Sherbrooke, QC, J1K0A5, Canada.,Diabetes Unit, Massachusetts General Hospital, Boston, MA, 02114, USA.,Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, 02215, USA
| | - Jerome I Rotter
- The Institute for Translational Genomics and Population Sciences and Departments of Pediatrics and Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, CA, 90502, USA
| | - James B Meigs
- Department of Medicine, Harvard Medical School, Boston, MA, 02115, USA.,Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA.,Programs in Metabolism and Medical & Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - James S Pankow
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Joyce B J van Meurs
- CARIM School for Cardiovascular Diseases, Maastricht Centre for Systems Biology (MaCSBio), and Departments of Biochemistry and Physiology, Maastricht University, Maastricht, 6211LK, The Netherlands
| | - Aaron Isaacs
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht Centre for Systems Biology (MaCSBio), and Departments of Biochemistry and Physiology, Maastricht University, Maastricht, 6211LK, The Netherlands
| | - Dorret I Boomsma
- Department of Biological Psychology, Amsterdam Public Health (APH) research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, 1081BT, The Netherlands
| | - Jordana T Bell
- Department of Twin Research and Genetic Epidemiology, King's College London, London, WC2R 2LS, UK
| | - Ayşe Demirkan
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands. .,Department of Genetics, University Medical Center Groningen, Groningen, 9713GZ, The Netherlands. .,Section of Statistical Multi-Omics, Department of Experimental and Clinical Research, School of Bioscience and Medicine, Univeristy of Surrey, Guildford, GU2 7XH, UK.
| | - Cornelia M van Duijn
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, 3015GD, The Netherlands. .,Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7FL, UK. .,Leiden Academic Center for Drug Research, Leiden University, Leiden, 2311EZ, The Netherlands.
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79
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Dreval K, Tryndyak V, de Conti A, Beland FA, Pogribny IP. Gene Expression and DNA Methylation Alterations During Non-alcoholic Steatohepatitis-Associated Liver Carcinogenesis. Front Genet 2019; 10:486. [PMID: 31191608 PMCID: PMC6549534 DOI: 10.3389/fgene.2019.00486] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 05/06/2019] [Indexed: 12/11/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most aggressive human cancers. HCC is characterized by an acquisition of multiple abnormal phenotypes driven by genetic and epigenetic alterations, especially abnormal DNA methylation. Most of the existing clinical and experimental reports provide only a snapshot of abnormal DNA methylation patterns in HCC rather than their dynamic changes. This makes it difficult to elucidate the significance of these changes in the development of HCC. In the present study, we investigated hepatic gene expression and gene-specific DNA methylation alterations in mice using the Stelic Animal Model (STAM) of non-alcoholic steatohepatitis (NASH)-derived liver carcinogenesis. Analysis of the DNA methylation status in aberrantly expressed epigenetically regulated genes showed the accumulation of DNA methylation abnormalities during the development of HCC, with the greatest number of aberrantly methylated genes being found in full-fledged HCC. Among these genes, only one gene, tubulin, beta 2B class IIB (Tubb2b), was increasingly hypomethylated and over-expressed during the progression of the carcinogenic process. Furthermore, the TUBB2B gene was also over-expressed and hypomethylated in poorly differentiated human HepG2 cells as compared to well-differentiated HepaRG cells. The results of this study indicate that unique gene-expression alterations mediated by aberrant DNA methylation of selective genes may contribute to the development of HCC and may have diagnostic value as the disease-specific indicator.
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Affiliation(s)
- Kostiantyn Dreval
- Division of Biochemical Toxicology, National Center for Toxicological Research, Jefferson, AR, United States.,Program in Cancer Genetics, Epigenetics and Genomics, Division of Molecular Medicine, Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, United States
| | - Volodymyr Tryndyak
- Division of Biochemical Toxicology, National Center for Toxicological Research, Jefferson, AR, United States
| | - Aline de Conti
- Division of Biochemical Toxicology, National Center for Toxicological Research, Jefferson, AR, United States
| | - Frederick A Beland
- Division of Biochemical Toxicology, National Center for Toxicological Research, Jefferson, AR, United States
| | - Igor P Pogribny
- Division of Biochemical Toxicology, National Center for Toxicological Research, Jefferson, AR, United States
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80
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Aberrant methylation status of SPG20 promoter in hepatocellular carcinoma: A potential tumor metastasis biomarker. Cancer Genet 2019; 233-234:48-55. [PMID: 31109594 DOI: 10.1016/j.cancergen.2019.04.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 03/01/2019] [Accepted: 04/09/2019] [Indexed: 12/15/2022]
Abstract
PURPOSE The aim of this study is to analyze the methylation levels of SPG20 promotor region and explore the association between the methylation levels and clinical features in hepatocellular carcinoma (HCC). MATERIALS AND METHODS We collected paired of HCC and adjacent non-cancerous tissues (ANT) from 160 HCC patients and analyze the methylation levels through MassARRAY Analyzer 4. The statistical calculations were performed using SPSS version 22.0. Real-time-quantification PCR was performed to assess expression levels of SPG20 in HCC cell lines. Wound healing assay and transwell assay was used to measure cell migration capacity. RESULT We found that mean methylation level of SPG20 in tumor tissues was significantly higher than that in ANT (7.3% vs. 16.2%, P<0.0013). There was a significantly negative correlation between expression level and methylation level of SPG20 (P<0.01). In addition, the methylation levels in HCC were correlated with age and HBV infection. Meanwhile, micro-satellite tumors (P = 0.016) and tumor number (P = 0.018) was found significantly associated with increased methylation levels of several CpG sites and the mean levels of SPG20 promotor in ANT. In addtion, the capacity of cell migration was significantly enhanced in SPG20 knock-down HCC cells. CONCLUSION The hypermethylation status of SPG20 gene promoter is significantly associated with intra-hepatic metastasis and contribute to HCC metastasis.
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Abstract
Changes in DNA methylation in cancer have been heralded as promising targets for the development of powerful diagnostic, prognostic, and predictive biomarkers. Despite the existence of more than 14,000 scientific publications describing DNA methylation-based biomarkers and their clinical associations in cancer, only 14 of these biomarkers have been translated into a commercially available clinical test. Methodological and experimental obstacles are both major causes of this disparity, but the genomic location of a DNA methylation-based biomarker is an intrinsic and essential property that also has an important and often overlooked role. Here, we examine the importance of the location of DNA methylation for the development of cancer biomarkers, and take a detailed look at the genomic location and other relevant characteristics of the various biomarkers with commercially available tests. We also emphasize the value of publicly available databases for the development of DNA methylation-based biomarkers and the importance of accurate reporting of the full methodological details of research findings.
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82
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Tanshinone prevents alveolar bone loss in ovariectomized osteoporosis rats by up-regulating phosphoglycerate dehydrogenase. Toxicol Appl Pharmacol 2019; 376:9-16. [PMID: 31108107 DOI: 10.1016/j.taap.2019.05.014] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2019] [Accepted: 05/16/2019] [Indexed: 02/06/2023]
Abstract
Osteoporosis is manifested by reduced bone mass. Tanshinone has been shown to affect osteoclast differentiation, but its role in osteoporosis remains less clear. This study aimed to investigate the effects and molecular mechanisms of tanshinone on osteoporosis. Osteoporosis was induced by bilateral ovariectomy (OVX) in adult female rats treated with or without tanshinone. Trabecular bone structure was assessed by micro-computed tomography (micro-CT). Bone marrow stromal cells (BMSCs) were isolated for analysis of stemness and senescence. mRNA levels of age related genes were examined and the role of the gene that was upregulated by tanshinone treatment was suppressed to determine its involvement in tanshinone mediated effects. Finally, the mechanism underlying tanshinone induced gene upregulation was explored. We found that tanshinone treatment restored alveolar bone structure in OVX rats as well as the stemness and senescence status of BMSCs isolated from OVX rats. Tanshinone upregulated Phgdh mRNA levels and inhibition of phosphoglycerate dehydrogenase Phgdh, the protein encoded by the Phgdh gene, abolished the effects of tanshinone on BMSC stemness and senescence. Finally, we found that OVX lead to hypermethylation of the promoter region of Phgdh which was suppressed by tanshinone treatment. Our study shows that tanshinone potently suppress OVX induced osteoporosis and BMSC senescence through upregulation of PHGDH.
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83
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Pan-cancer genomic analysis links 3'UTR DNA methylation with increased gene expression in T cells. EBioMedicine 2019; 43:127-137. [PMID: 31056473 PMCID: PMC6558231 DOI: 10.1016/j.ebiom.2019.04.045] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 04/09/2019] [Accepted: 04/23/2019] [Indexed: 01/12/2023] Open
Abstract
Background Investigations into the function of non-promoter DNA methylation have yielded new insights into the epigenetic regulation of gene expression. However, integrated genome-wide non-promoter DNA methylation and gene expression analyses across a wide number of tumour types and corresponding normal tissues have not been performed. Methods To investigate the impact of non-promoter DNA methylation on cancer pathogenesis, we performed a large-scale analysis of gene expression and DNA methylation profiles, finding enrichment in the 3’UTR DNA methylation positively correlated with gene expression. Filtering for genes in which 3’UTR DNA methylation strongly correlated with gene expression yielded a list of genes enriched for functions involving T cell activation. Findings The important immune checkpoint gene Havcr2 showed a substantial increase in 3’UTR DNA methylation upon T cell activation and subsequent upregulation of gene expression in mice. Furthermore, this increase in Havcr2 gene expression was abrogated by treatment with decitabine. Interpretation These findings indicate that the 3’UTR is a functionally relevant DNA methylation site. Additionally, we show a potential novel mechanism of HAVCR2 regulation in T cells, providing new insights for modulating immune checkpoint blockade.
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84
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Zhou Y, Li J, Zhou K, Liao X, Zhou X, Shen K. The methylation of Notch1 promoter mediates the osteogenesis differentiation in human aortic valve interstitial cells through Wnt/β-catenin signaling. J Cell Physiol 2019; 234:20366-20376. [PMID: 31020645 DOI: 10.1002/jcp.28638] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 12/21/2018] [Accepted: 01/02/2019] [Indexed: 12/12/2022]
Abstract
Aortic valve interstitial cells (AVICs) have the potential to undergo calcification, which has been regarded as a critical issue during the pathology of calcific aortic valve disease (CAVD). In the past decade, epigenetics, in particular, DNA methylation dysregulation, has been reported to play a vital role in the occurrence and development of CAVD. In the present study, the expression of Notch1, which can inhibit the osteogenesis differentiation of valve interstitial cells, was downregulated whereas the expression of methyltransferases was upregulated in CAVD tissues, suggesting the potential role of DNA methylation in Notch1 expression and CAVD progression. As revealed by DNA extraction and bisulfite sequencing polymerase chain reaction (PCR), the methylation level in Notch1 promoter was much higher in CAVD tissues and human AVICs on Day 14 of osteogenesis differentiation induction. The silence of Notch1 intercellular domain (NICD) promoted while the treatment of demethylation agent, 5-Aza-dC, inhibited the osteogenesis differentiation. Moreover, NICD overexpression significantly suppressed the transcriptional activity of β-catenin on TCF4, and the expression of osteogenesis differentiation factors, indicating the involvement of Wnt/β-catenin signaling in Notch1 modulating the osteogenesis differentiation in human AVICs (hAVICs). Taken together, Notch1 promoter methylation leads to a decreased Notch1 expression and subsequent decreased release of NICD in the nucleus of hAVICs, therefore promoting the activation of Wnt/β-catenin signaling and the expression of osteogenesis differentiation factors, finally promoting the osteogenesis differentiation in hAVICs. DNA methylation might act as an important bridge to link epigenetic variation and CAVD progression.
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Affiliation(s)
- Yangzhao Zhou
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jianming Li
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Kang Zhou
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xiaobo Liao
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xinmin Zhou
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Kangjun Shen
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
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85
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Lim WJ, Kim KH, Kim JY, Jeong S, Kim N. Identification of DNA-Methylated CpG Islands Associated With Gene Silencing in the Adult Body Tissues of the Ogye Chicken Using RNA-Seq and Reduced Representation Bisulfite Sequencing. Front Genet 2019; 10:346. [PMID: 31040866 PMCID: PMC6476954 DOI: 10.3389/fgene.2019.00346] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 04/01/2019] [Indexed: 12/14/2022] Open
Abstract
DNA methylation is an epigenetic mark that plays an essential role in regulating gene expression. CpG islands are DNA methylations regions in promoters known to regulate gene expression through transcriptional silencing of the corresponding gene. DNA methylation at CpG islands is crucial for gene expression and tissue-specific processes. At the current time, a limited number of studies have reported on gene expression associated with DNA methylation in diverse adult tissues at the genome-wide level. Expression levels are rarely affected by DNA methylation in normal adult tissues; however, statistical differences in gene expression level correlated with DNA methylation have recently been revealed. In this study, we examined 20 pairs of DNA methylomes and transcriptomes from RNA-seq and reduced representation bisulfite sequencing (RRBS) data using adult Ogye chicken tissues. A total of 3,133 CpG islands were identified from 20 tissue data in a single chicken sample which could affect downstream genes. Analyzing these CpG island and gene pairs, 121 significant units were statistically correlated. Among them, six genes (CLDN3, DECR2, EVA1B, NME4, NTSR1, and XPNPEP2) were highly significantly changed by altered DNA methylation. Finally, our data demonstrated how DNA methylation correlated to gene expression in normal adult tissues. Our source codes can be found at https://github.com/wjlim/correlation-between-rna-seq-and-RRBS.
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Affiliation(s)
- Won-Jun Lim
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, South Korea.,Department of Bioinformatics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, South Korea
| | - Kyoung Hyoun Kim
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, South Korea.,Department of Bioinformatics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, South Korea
| | - Jae-Yoon Kim
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, South Korea.,Department of Bioinformatics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, South Korea
| | - Seongmun Jeong
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, South Korea
| | - Namshin Kim
- Genome Editing Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, South Korea.,Department of Bioinformatics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, South Korea
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86
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A Case of Identity: HOX Genes in Normal and Cancer Stem Cells. Cancers (Basel) 2019; 11:cancers11040512. [PMID: 30974862 PMCID: PMC6521190 DOI: 10.3390/cancers11040512] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2019] [Revised: 04/08/2019] [Accepted: 04/09/2019] [Indexed: 12/14/2022] Open
Abstract
Stem cells are undifferentiated cells that have the unique ability to self-renew and differentiate into many different cell types. Their function is controlled by core gene networks whose misregulation can result in aberrant stem cell function and defects of regeneration or neoplasia. HOX genes are master regulators of cell identity and cell fate during embryonic development. They play a crucial role in embryonic stem cell differentiation into specific lineages and their expression is maintained in adult stem cells along differentiation hierarchies. Aberrant HOX gene expression is found in several cancers where they can function as either oncogenes by sustaining cell proliferation or tumor-suppressor genes by controlling cell differentiation. Emerging evidence shows that abnormal expression of HOX genes is involved in the transformation of adult stem cells into cancer stem cells. Cancer stem cells have been identified in most malignancies and proved to be responsible for cancer initiation, recurrence, and metastasis. In this review, we consider the role of HOX genes in normal and cancer stem cells and discuss how the modulation of HOX gene function could lead to the development of novel therapeutic strategies that target cancer stem cells to halt tumor initiation, progression, and resistance to treatment.
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87
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Yu G, Wu Y, Wang W, Xu J, Lv X, Cao X, Wan T. Low-dose decitabine enhances the effect of PD-1 blockade in colorectal cancer with microsatellite stability by re-modulating the tumor microenvironment. Cell Mol Immunol 2019; 16:401-409. [PMID: 29622799 PMCID: PMC6461874 DOI: 10.1038/s41423-018-0026-y] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Revised: 02/28/2018] [Accepted: 03/01/2018] [Indexed: 01/05/2023] Open
Abstract
PD-1 blockade has demonstrated impressive clinical outcomes in colorectal cancers that have high microsatellite instability. However, the therapeutic efficacy for patients with tumors with low microsatellite instability or stable microsatellites needs further improvement. Here, we have demonstrated that low-dose decitabine could increase the expression of immune-related genes such as major histocompatibility complex genes and cytokine-related genes as well as the number of lymphocytes at the tumor site in CT26 colorectal cancer-bearing mice. A more significant inhibition of tumor growth and a prolongation of survival were observed in the CT26 mouse model after treatment with a combination of PD-1 blockade and decitabine than in mice treated with decitabine or PD-1 blockade alone. The anti-tumor effect of the PD-1 blockade was enhanced by low-dose decitabine. The results of RNA sequencing and whole-genome bisulfite sequencing of decitabine-treated CT26 cells and tumor samples with microsatellite stability from the patient tumor-derived xenograft model have shown that many immune-related genes, including antigen-processing and antigen-presenting genes, were upregulated, whereas the promoter demethylation was downregulated after decitabine exposure. Therefore, decitabine-based tumor microenvironment re-modulation could improve the effect of the PD-1 blockade. The application of decitabine in PD-1 blockade-based immunotherapy may elicit more potent immune responses, which can provide clinical benefits to the colorectal cancer patients with low microsatellite instability or stable microsatellites.
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Affiliation(s)
- Ganjun Yu
- National Key Laboratory of Medical Immunology & Institute of Immunology, Second Military Medical University, 800 Xiangyin Road, Shanghai, 200433, China
| | - Yanfeng Wu
- National Key Laboratory of Medical Immunology & Institute of Immunology, Second Military Medical University, 800 Xiangyin Road, Shanghai, 200433, China
| | - Wenying Wang
- National Key Laboratory of Medical Immunology & Institute of Immunology, Second Military Medical University, 800 Xiangyin Road, Shanghai, 200433, China
| | - Jia Xu
- National Key Laboratory of Medical Immunology & Institute of Immunology, Second Military Medical University, 800 Xiangyin Road, Shanghai, 200433, China
| | - Xiaoping Lv
- National Key Laboratory of Medical Immunology & Institute of Immunology, Second Military Medical University, 800 Xiangyin Road, Shanghai, 200433, China
| | - Xuetao Cao
- National Key Laboratory of Medical Immunology & Institute of Immunology, Second Military Medical University, 800 Xiangyin Road, Shanghai, 200433, China.
| | - Tao Wan
- National Key Laboratory of Medical Immunology & Institute of Immunology, Second Military Medical University, 800 Xiangyin Road, Shanghai, 200433, China.
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88
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Li Q, Wu J, Xu Y, Liu L, Xie J. Role of RASEF hypermethylation in cigarette smoke-induced pulmonary arterial smooth muscle remodeling. Respir Res 2019; 20:52. [PMID: 30845941 PMCID: PMC6407244 DOI: 10.1186/s12931-019-1014-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Accepted: 02/21/2019] [Indexed: 01/06/2023] Open
Abstract
Background Pulmonary hypertension (PH) is a progressive and fatal disease. While cigarette smoke can change DNA methylation status, the role of such molecular alterations in smoke-associated PH is unclear. Methods A PH rat model was developed by exposing animals to cigarette smoke for 3 months. Right ventricular systolic pressure was measured with a right heart catheter. Histological changes (right ventricular hypertrophy index, medial wall thickness in pulmonary arteries (PAs)) and DNMT1 protein levels in rat PAs or primary human PA smooth muscle cells (HPASMCs) exposed to cigarette smoke extract were assessed. Methylation sequencing and MassArray® were used to detect genomic and RASEF promoter methylation status, respectively. After DNMT1 knockdown and cigarette smoke extract exposure, HPASMCs behavior (proliferation, migration) and RASEF methylation status were examined; RASEF mRNA expression was evaluated by real-time-polymerase chain reaction. RASEF overexpression viral vectors were used to assess the impact of RASEF on rat PH and HPASMCs remodeling. Results Higher right ventricular systolic pressure, medial wall thickness, and right ventricular hypertrophy index values were observed in the smoking group rats. Smoke exposure increased DNMT1 expression and RASEF methylation levels in rat PAs and HPASMCs. Cigarette smoke extract induced HPASMCs behavioral changes and RASEF hypermethylation followed by silencing, while DNMT1 knockdown markedly inhibited these changes. RASEF overexpression distinctly inhibited PH and HPASMCs remodeling, possibly through phospho-AKT (Ser473), PCNA, and MMP9 downregulation. Conclusions Cigarette smoke caused PA remodeling in PH rats related to RASEF hypermethylation. These results expand our understanding of key epigenetic mechanisms in cigarette smoke-associated PH and potentially provide a novel therapeutic target for PH. Electronic supplementary material The online version of this article (10.1186/s12931-019-1014-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Qinghai Li
- Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.,Department of Pulmonary Medicine, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, 266011, China
| | - Jixing Wu
- Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Yongjian Xu
- Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Lu Liu
- Department of Pharmacy, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Jungang Xie
- Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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89
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Morrison FG, Miller MW, Logue MW, Assef M, Wolf EJ. DNA methylation correlates of PTSD: Recent findings and technical challenges. Prog Neuropsychopharmacol Biol Psychiatry 2019; 90:223-234. [PMID: 30503303 PMCID: PMC6314898 DOI: 10.1016/j.pnpbp.2018.11.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 11/14/2018] [Accepted: 11/16/2018] [Indexed: 12/22/2022]
Abstract
There is increasing evidence that epigenetic factors play a critical role in posttraumatic stress disorder (PTSD), by mediating the impact of environmental exposures to trauma on the regulation of gene expression. DNA methylation is one epigenetic process that has been highly studied in PTSD. This review will begin by providing an overview of DNA methylation (DNAm) methods, and will then highlight two major biological systems that have been identified in the epigenetic regulation in PTSD: (a) the immune system and (b) the stress response system. In addition to candidate gene approaches, we will review novel strategies to study epigenome-wide PTSD-related effects, including epigenome-wide algorithms that distill information from many loci into a single summary score (e.g., measures of "epigenetic age" which have been associated with PTSD). This review will also cover recent epigenome wide association studies (EWAS) of PTSD, and biological pathway models used to identify gene sets enriched in PTSD. Finally, we address technical and methodological advances and challenges to the field, and highlight exciting directions for future research.
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Affiliation(s)
- Filomene G Morrison
- National Center for PTSD, VA Boston Healthcare System, USA; Department of Psychiatry, Boston University School of Medicine, USA.
| | - Mark W Miller
- National Center for PTSD, VA Boston Healthcare System, USA; Department of Psychiatry, Boston University School of Medicine, USA
| | - Mark W Logue
- National Center for PTSD, VA Boston Healthcare System, USA; Department of Psychiatry, Boston University School of Medicine, USA; Biomedical Genetics, Boston University School of Medicine, USA; Department of Biostatistics, Boston University School of Public Health, USA
| | - Michele Assef
- Boston University, College of Health & Rehabilitation Sciences: Sargent College, USA
| | - Erika J Wolf
- National Center for PTSD, VA Boston Healthcare System, USA; Department of Psychiatry, Boston University School of Medicine, USA
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90
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Ji H, Zhou C, Pan R, Han L, Chen W, Xu X, Huang Y, Huang T, Zou Y, Duan S. APOE hypermethylation is significantly associated with coronary heart disease in males. Gene 2019; 689:84-89. [DOI: 10.1016/j.gene.2018.11.088] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 10/16/2018] [Accepted: 11/26/2018] [Indexed: 11/17/2022]
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91
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He P, Wu LF, Bing PF, Xia W, Wang L, Xie FF, Lu X, Lei SF, Deng FY. SAMD9 is a (epi-) genetically regulated anti-inflammatory factor activated in RA patients. Mol Cell Biochem 2019; 456:135-144. [DOI: 10.1007/s11010-019-03499-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 01/19/2019] [Indexed: 12/29/2022]
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92
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Uramova S, Kubatka P, Dankova Z, Kapinova A, Zolakova B, Samec M, Zubor P, Zulli A, Valentova V, Kwon TK, Solar P, Kello M, Kajo K, Busselberg D, Pec M, Danko J. Plant natural modulators in breast cancer prevention: status quo and future perspectives reinforced by predictive, preventive, and personalized medical approach. EPMA J 2018; 9:403-419. [PMID: 30538792 DOI: 10.1007/s13167-018-0154-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 10/25/2018] [Indexed: 12/21/2022]
Abstract
In contrast to the genetic component in mammary carcinogenesis, epigenetic alterations are particularly important for the development of sporadic breast cancer (BC) comprising over 90% of all BC cases worldwide. Most of the DNA methylation processes are physiological and essential for human cellular and tissue homeostasis, playing an important role in a number of key mechanisms. However, if dysregulated, DNA methylation contributes to pathological processes such as cancer development and progression. A global hypomethylation of oncogenes and hypermethylation of tumor-suppressor genes are characteristic of most cancer types. Moreover, histone chemical modifications and non-coding RNA-associated multi-gene controls are considered as the key epigenetic mechanisms governing the cellular homeostasis and differentiation states. A number of studies demonstrate dietary plant products as actively affecting the development and progression of cancer. "Nutri-epigenetics" focuses on the influence of dietary agents on epigenetic mechanisms. This approach has gained considerable attention; since in contrast to genetic alterations, epigenetic modifications are reversible affect early carcinogenesis. Currently, there is an evident lack of papers dedicated to the phytochemicals/plant extracts as complex epigenetic modulators, specifically in BC. Our paper highlights the role of plant natural compounds in targeting epigenetic alterations associated with BC development, progression, as well as its potential chemoprevention in the context of preventive medicine. Comprehensive measures are stated with a great potential to advance the overall BC management in favor of predictive, preventive, and personalized medical services and can be considered as "proof-of principle" model, for their potential application to other multifactorial diseases.
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Affiliation(s)
- Sona Uramova
- 1Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
| | - Peter Kubatka
- 2Department of Medical Biology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Mala Hora 4, 036 01 Martin, Slovakia.,3Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
| | - Zuzana Dankova
- 3Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
| | - Andrea Kapinova
- 3Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
| | - Barbora Zolakova
- 3Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
| | - Marek Samec
- 1Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
| | - Pavol Zubor
- 1Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
| | - Anthony Zulli
- 4Institute for Health and Sport (IHES), Victoria University, Melbourne, Australia
| | | | - Taeg Kyu Kwon
- 6Department of Immunology, School of Medicine, Keimyung University, Daegu, South Korea
| | - Peter Solar
- 7Department of Medical Biology, Faculty of Medicine, P.J. Šafárik University, Košice, Slovakia
| | - Martin Kello
- 8Department of Pharmacology, Faculty of Medicine, P.J. Šafárik University, Košice, Slovakia
| | - Karol Kajo
- Department of Pathology, St. Elisabeth Oncology Institute, Bratislava, Slovakia
| | - Dietrich Busselberg
- 10Qatar Foundation, Weill Cornell Medical College in Qatar, Education City, Doha Qatar
| | - Martin Pec
- 2Department of Medical Biology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Mala Hora 4, 036 01 Martin, Slovakia
| | - Jan Danko
- 1Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovakia
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He Z, Zhang R, Jiang F, Zhang H, Zhao A, Xu B, Jin L, Wang T, Jia W, Jia W, Hu C. FADS1-FADS2 genetic polymorphisms are associated with fatty acid metabolism through changes in DNA methylation and gene expression. Clin Epigenetics 2018; 10:113. [PMID: 30157936 PMCID: PMC6114248 DOI: 10.1186/s13148-018-0545-5] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 08/13/2018] [Indexed: 12/11/2022] Open
Abstract
Background Genome-wide association studies (GWASs) have shown that genetic variants are important determinants of free fatty acid levels. The mechanisms underlying the associations between genetic variants and free fatty acid levels are incompletely understood. Here, we aimed to identify genetic markers that could influence diverse fatty acid levels in a Chinese population and uncover the molecular mechanisms in terms of DNA methylation and gene expression. Results We identified strong associations between single-nucleotide polymorphisms (SNPs) in the fatty acid desaturase (FADS) region and multiple polyunsaturated fatty acids. Expression quantitative trait locus (eQTL) analysis of rs174570 on FADS1 and FADS2 mRNA levels proved that minor allele of rs174570 was associated with decreased FADS1 and FADS2 expression levels (P < 0.05). Methylation quantitative trait locus (mQTL) analysis of rs174570 on DNA methylation levels in three selected regions of FADS region showed that the methylation levels at four CpG sites in FADS1, one CpG site in intragenic region, and three CpG sites in FADS2 were strongly associated with rs174570 (P < 0.05). Then, we demonstrated that methylation levels at three CpG sites in FADS1 were negatively associated with FADS1 and FADS2 expression, while two CpG sites in FADS2 were positively associated with FADS1 and FADS2 expression. Using mediation analysis, we further show that the observed effect of rs174570 on gene expression was tightly correlated with the effect predicted through association with methylation. Conclusions Our findings suggest that genetic variants in the FADS region are major genetic modifiers that can regulate fatty acid metabolism through epigenetic gene regulation. Electronic supplementary material The online version of this article (10.1186/s13148-018-0545-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Zhen He
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China.,Institute for Metabolic Diseases, Fengxian Central Hospital, The Third School of Clinical Medicine, Southern Medical University, Shanghai, China
| | - Rong Zhang
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Feng Jiang
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Hong Zhang
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Aihua Zhao
- Shanghai Key Laboratory of Diabetes Mellitus and Center for Translational Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Bo Xu
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Li Jin
- National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Tao Wang
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Wei Jia
- Shanghai Key Laboratory of Diabetes Mellitus and Center for Translational Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Weiping Jia
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Cheng Hu
- Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Clinical Center for Diabetes, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China. .,Institute for Metabolic Diseases, Fengxian Central Hospital, The Third School of Clinical Medicine, Southern Medical University, Shanghai, China.
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94
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Qiu C, Shen H, Fu X, Xu C, Deng H. Meta-Analysis of Genome-Wide Association Studies Identifies Novel Functional CpG-SNPs Associated with Bone Mineral Density at Lumbar Spine. Int J Genomics 2018; 2018:6407257. [PMID: 30159320 PMCID: PMC6109501 DOI: 10.1155/2018/6407257] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 07/19/2018] [Indexed: 12/16/2022] Open
Abstract
Osteoporosis is a serious public health issue, which is mostly characterized by low bone mineral density (BMD). To search for additional genetic susceptibility loci underlying BMD variation, an effective strategy is to focus on testing of specific variants with high potential of functional effects. Single nucleotide polymorphisms (SNPs) that introduce or disrupt CpG dinucleotides (CpG-SNPs) may alter DNA methylation levels and thus represent strong candidate functional variants. Here, we performed a targeted GWAS for 63,627 potential functional CpG-SNPs that may affect DNA methylation in bone-related cells, in five independent cohorts (n = 5905). By meta-analysis, 9 CpG-SNPs achieved a genome-wide significance level (p < 7.86 × 10-7) for association with lumbar spine BMD and additional 15 CpG-SNPs showed suggestive significant (p < 5.00 × 10-5) association, of which 2 novel SNPs rs7231498 (NFATC1) and rs7455028 (ESR1) also reached a genome-wide significance level in the joint analysis. Several identified CpG-SNPs were mapped to genes that have not been reported for association with BMD in previous GWAS, such as NEK3 and NFATC1 genes, highlighting the enhanced power of targeted association analysis for identification of novel associations that were missed by traditional GWAS. Interestingly, several genomic regions, such as NEK3 and LRP5 regions, contained multiple significant/suggestive CpG-SNPs for lumbar spine BMD, suggesting that multiple neighboring CpG-SNPs may synergistically mediate the DNA methylation level and gene expression pattern of target genes. Furthermore, functional annotation analyses suggested a strong regulatory potential of the identified BMD-associated CpG-SNPs and a significant enrichment in biological processes associated with protein localization and protein signal transduction. Our results provided novel insights into the genetic basis of BMD variation and highlighted the close connections between genetic and epigenetic mechanisms of complex disease.
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Affiliation(s)
- Chuan Qiu
- Department of Global Biostatistics and Data Science, Center for Bioinformatics and Genomics, School of Public Health and Tropical Medicine, New Orleans 70112, USA
| | - Hui Shen
- Department of Global Biostatistics and Data Science, Center for Bioinformatics and Genomics, School of Public Health and Tropical Medicine, New Orleans 70112, USA
| | - Xiaoying Fu
- Department of Global Biostatistics and Data Science, Center for Bioinformatics and Genomics, School of Public Health and Tropical Medicine, New Orleans 70112, USA
| | - Chao Xu
- Department of Global Biostatistics and Data Science, Center for Bioinformatics and Genomics, School of Public Health and Tropical Medicine, New Orleans 70112, USA
| | - Hongwen Deng
- Department of Global Biostatistics and Data Science, Center for Bioinformatics and Genomics, School of Public Health and Tropical Medicine, New Orleans 70112, USA
- School of Basic Medical Science, Central South University, Changsha 410013, China
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95
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Yang X, Kong Q, Li Z, Xu M, Cai Z, Zhao C. Association between the promoter methylation of the TBX20 gene and tetralogy of fallot. SCAND CARDIOVASC J 2018; 52:287-291. [PMID: 30084275 DOI: 10.1080/14017431.2018.1499955] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES To investigate the association between promoter methylation of the TBX20 gene and tetralogy of Fallot (TOF). Methods. The methylation level of TBX20 promoter regions in 23 patients with TOF and five controls were analyzed through bisulfite sequencing polymerase chain reaction. Meanwhile, the expression of TBX20 mRNA was measured using real time fluorescence quantitative polymerase chain reaction. RESULTS The region -400 to -48 in the TBX20 promoter consisting of 42 CpG sites was predicted to contain multiple transcription factor binding sites. In this study, the overall methylation level in this region was lower in patients with TOF than in the controls (P = .035). Among the 42 CpG sites, the methylation percentages of the CpG 26 site in the TOF cases were lower than those in the controls (P = .016). The mRNA expression of TBX20 in the right ventricular outflow tract myocardium was increased in TOF cases in contrast to those in the controls (P < .001). The methylation levels in TOF cases were correlated with mRNA expression values (r = -0.81, P < .001). CONCLUSION The downregulated methylation level at TBX20 promoter may be responsible for the elevated mRNA expression levels in patients with TOF. The abnormal methylation status of the TBX20 promoter may contribute to the pathogenesis of TOF.
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Affiliation(s)
- Xiaofei Yang
- a Department of Pediatrics , Qilu Hospital of Shandong University , Jinan , China.,b Department of Pediatrics , Yidu central hospital of Weifang , Weifang , China
| | - Qingyu Kong
- a Department of Pediatrics , Qilu Hospital of Shandong University , Jinan , China
| | - Zhenghao Li
- b Department of Pediatrics , Yidu central hospital of Weifang , Weifang , China
| | - Min Xu
- c Department of Pediatrics , The People's Hospital of Yucheng City , Dezhou , China
| | - Zhifeng Cai
- a Department of Pediatrics , Qilu Hospital of Shandong University , Jinan , China
| | - Cuifen Zhao
- a Department of Pediatrics , Qilu Hospital of Shandong University , Jinan , China
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96
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Tejedor JR, Bueno C, Cobo I, Bayón GF, Prieto C, Mangas C, Pérez RF, Santamarina P, Urdinguio RG, Menéndez P, Fraga MF, Fernández AF. Epigenome-wide analysis reveals specific DNA hypermethylation of T cells during human hematopoietic differentiation. Epigenomics 2018; 10:903-923. [DOI: 10.2217/epi-2017-0163] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Aim: Epigenetic regulation plays an important role in cellular development and differentiation. A detailed map of the DNA methylation dynamics that occur during cell differentiation would contribute to decipher the molecular networks governing cell fate commitment. Methods: Illumina MethylationEPIC BeadChip platform was used to describe the genome-wide DNA methylation changes observed throughout hematopoietic maturation by analyzing multiple myeloid and lymphoid hematopoietic cell types. Results: We identified a plethora of DNA methylation changes that occur during human hematopoietic differentiation. We observed that T lymphocytes display substantial enhancement of de novo CpG hypermethylation as compared with other hematopoietic cell populations. T-cell-specific hypermethylated regions were strongly associated with open chromatin marks and enhancer elements, as well as binding sites of specific key transcription factors involved in hematopoietic differentiation, such as PU.1 and TAL1. Conclusion: These results provide novel insights into the role of DNA methylation at enhancer elements in T-cell development.
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Affiliation(s)
- J Ramón Tejedor
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Principado de Asturias, Spain
- Fundación para la Investigación Biosanitaria de Asturias (FINBA), Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Principado de Asturias, Spain
| | - Clara Bueno
- Department of Biomedicine, School of Medicine, Josep Carreras Leukemia Research Institute, University of Barcelona, Barcelona, Spain
| | - Isabel Cobo
- Department of Biomedicine, School of Medicine, Josep Carreras Leukemia Research Institute, University of Barcelona, Barcelona, Spain
| | - Gustavo F Bayón
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Principado de Asturias, Spain
| | - Cristina Prieto
- Department of Biomedicine, School of Medicine, Josep Carreras Leukemia Research Institute, University of Barcelona, Barcelona, Spain
| | - Cristina Mangas
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Principado de Asturias, Spain
| | - Raúl F Pérez
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Principado de Asturias, Spain
- Nanomaterials & Nanotechnology Research Center (CINN-CSIC), Universidad de Oviedo, Principado de Asturias, Spain
| | - Pablo Santamarina
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Principado de Asturias, Spain
- Fundación para la Investigación Biosanitaria de Asturias (FINBA), Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Principado de Asturias, Spain
| | - Rocío G Urdinguio
- Nanomaterials & Nanotechnology Research Center (CINN-CSIC), Universidad de Oviedo, Principado de Asturias, Spain
| | - Pablo Menéndez
- Department of Biomedicine, School of Medicine, Josep Carreras Leukemia Research Institute, University of Barcelona, Barcelona, Spain
- Instituciò Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- Josep Carreras Leukemia Research Institute-Campus ICO, Research Institut Germans Trias i Pujol (IGTP), Badalona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), ISCIII, Barcelona, Spain
| | - Mario F Fraga
- Nanomaterials & Nanotechnology Research Center (CINN-CSIC), Universidad de Oviedo, Principado de Asturias, Spain
| | - Agustín F Fernández
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Principado de Asturias, Spain
- Fundación para la Investigación Biosanitaria de Asturias (FINBA), Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Principado de Asturias, Spain
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97
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De Witte SF, Peters FS, Merino A, Korevaar SS, Van Meurs JB, O'Flynn L, Elliman SJ, Newsome PN, Boer K, Baan CC, Hoogduijn MJ. Epigenetic changes in umbilical cord mesenchymal stromal cells upon stimulation and culture expansion. Cytotherapy 2018; 20:919-929. [DOI: 10.1016/j.jcyt.2018.05.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 04/26/2018] [Accepted: 05/08/2018] [Indexed: 12/18/2022]
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98
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Kresovich JK, Gann PH, Erdal S, Chen HY, Argos M, Rauscher GH. Candidate gene DNA methylation associations with breast cancer characteristics and tumor progression. Epigenomics 2018; 10:367-378. [PMID: 29528252 PMCID: PMC5925433 DOI: 10.2217/epi-2017-0119] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 11/20/2017] [Indexed: 12/13/2022] Open
Abstract
AIM We examined methylation patterns with aggressive tumor phenotypes and investigated demographic, socioeconomic and reproductive predictors of gene methylation. MATERIALS & METHODS Pyrosequencing quantified methylation of BRCA1, EGFR, GSTM2, RASSF1, TFF1 and Sat 2. We used quantile regression models to calculate adjusted median methylation values by estrogen and progesterone receptor (ER/PR) status. Bivariate associations between participant characteristics and methylation were examined. RESULTS Higher percent methylation of GSTM2 was observed in ER/PR-negative compared with ER/PR-positive tumors in ductal carcinoma in situ (14 vs 2%) and invasive (35 vs 3%) tissue components. Trends in aberrant GSTM2 methylation across tissue components were stronger among ER/PR-negative tumors (p-interaction <0.001). Black women were more likely to have ER/PR-negative tumors (p = 0.01) and show hypermethylation of GSTM2 compared with other women (p = 0.05). CONCLUSION GSTM2 promoter hypermethylation may serve as a potential biomarker of aggressive tumor development and a mechanism for ER/PR-negative tumor progression.
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Affiliation(s)
- Jacob K Kresovich
- Division of Epidemiology & Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA
| | - Peter H Gann
- Division of Epidemiology & Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA
- Department of Pathology, University of Illinois at Chicago College of Medicine, Chicago, IL 60612, USA
| | - Serap Erdal
- Division of Environmental & Occupational Health Sciences, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA
| | - Hua Y Chen
- Division of Epidemiology & Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA
| | - Maria Argos
- Division of Epidemiology & Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA
| | - Garth H Rauscher
- Division of Epidemiology & Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA
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Puttabyatappa M, Padmanabhan V. Developmental Programming of Ovarian Functions and Dysfunctions. VITAMINS AND HORMONES 2018; 107:377-422. [PMID: 29544638 PMCID: PMC6119353 DOI: 10.1016/bs.vh.2018.01.017] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The pathophysiological mechanisms underlying the origin of several ovarian pathologies remain unclear. In addition to the genetic basis, developmental insults are gaining attention as a basis for the origin of these pathologies. Such early insults include maternal over or under nutrition, stress, and exposure to environmental chemicals. This chapter reviews the development and physiological function of the ovary, the known ovarian pathologies, the developmental check points of ovarian differentiation impacted by developmental insults, the role played by steroidal and metabolic factors as mediaries, the epigenetic mechanisms via which these mediaries induce their effects, and the knowledge gaps for targeting future studies to ultimately aid in the development of improved treatments.
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100
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Mok A, Rhead B, Holingue C, Shao X, Quach HL, Quach D, Sinclair E, Graf J, Imboden J, Link T, Harrison R, Chernitskiy V, Barcellos LF, Criswell LA. Hypomethylation of CYP2E1 and DUSP22 Promoters Associated With Disease Activity and Erosive Disease Among Rheumatoid Arthritis Patients. Arthritis Rheumatol 2018; 70:528-536. [PMID: 29287311 PMCID: PMC5876118 DOI: 10.1002/art.40408] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 12/20/2017] [Indexed: 01/13/2023]
Abstract
Objective Epigenetic modifications have previously been associated with rheumatoid arthritis (RA). In this study, we aimed to determine whether differential DNA methylation in peripheral blood cell subpopulations is associated with any of 4 clinical outcomes among RA patients. Methods Peripheral blood samples were obtained from 63 patients in the University of California, San Francisco RA cohort (all satisfied the American College of Rheumatology classification criteria; 57 were seropositive for rheumatoid factor and/or anti‐cyclic citrullinated protein). Fluorescence‐activated cell sorting was used to separate the cells into 4 immune cell subpopulations (CD14+ monocytes, CD19+ B cells, CD4+ naive T cells, and CD4+ memory T cells) per individual, and 229 epigenome‐wide DNA methylation profiles were generated using Illumina HumanMethylation450 BeadChips. Differentially methylated positions and regions associated with the Clinical Disease Activity Index score, erosive disease, RA Articular Damage score, Sharp score, medication at time of blood draw, smoking status, and disease duration were identified using robust regression models and empirical Bayes variance estimators. Results Differential methylation of CpG sites associated with clinical outcomes was observed in all 4 cell types. Hypomethylated regions in the CYP2E1 and DUSP22 gene promoters were associated with active and erosive disease, respectively. Pathway analyses suggested that the biologic mechanisms underlying each clinical outcome are cell type–specific. Evidence of independent effects on DNA methylation from smoking, medication use, and disease duration were also identified. Conclusion Methylation signatures specific to RA clinical outcomes may have utility as biomarkers or predictors of exposure, disease progression, and disease severity.
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