1
|
Xu S, Chen T, Yu J, Wan L, Zhang J, Chen J, Wei W, Li X. Insights into the regulatory role of epigenetics in moyamoya disease: Current advances and future prospectives. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102281. [PMID: 39188306 PMCID: PMC11345382 DOI: 10.1016/j.omtn.2024.102281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Abstract
Moyamoya disease (MMD) is a progressive steno-occlusive cerebrovascular disorder that predominantly affecting East Asian populations. The intricate interplay of distinct and overlapping mechanisms, including genetic associations such as the RNF213-p.R4810K variant, contributes to the steno-occlusive lesions and moyamoya vessels. However, genetic mutations alone do not fully elucidate the occurrence of MMD, suggesting a potential role for epigenetic factors. Accruing evidence has unveiled the regulatory role of epigenetic markers, including DNA methylation, histone modifications, and non-coding RNAs (ncRNAs), in regulating pivotal cellular and molecular processes implicated in the pathogenesis of MMD by modulating endothelial cells and smooth muscle cells. The profile of these epigenetic markers in cerebral vasculatures and circulation has been determined to identify potential diagnostic biomarkers and therapeutic targets. Furthermore, in vitro studies have demonstrated the multifaceted effects of modulating specific epigenetic markers on MMD pathogenesis. These findings hold great potential for the discovery of novel therapeutic targets, translational studies, and clinical applications. In this review, we comprehensively summarize the current understanding of epigenetic mechanisms, including DNA methylation, histone modifications, and ncRNAs, in the context of MMD. Furthermore, we discuss the potential challenges and opportunities that lie ahead in this rapidly evolving field.
Collapse
Affiliation(s)
- Shuangxiang Xu
- Brain Research Center, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Tongyu Chen
- Brain Research Center, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Jin Yu
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Lei Wan
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Jianjian Zhang
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Jincao Chen
- Brain Research Center, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Wei Wei
- Brain Research Center, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Xiang Li
- Brain Research Center, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
- Frontier Science Center for Immunology and Metabolism, Wuhan University, Wuhan 430071, China
- Medical Research Institute, Wuhan University, Wuhan 430071, China
- Sino-Italian Ascula Brain Science Joint Laboratory, Wuhan University, Wuhan 430071, China
| |
Collapse
|
2
|
Carballo-Perich L, Puigoriol-Illamola D, Bashir S, Terceño M, Silva Y, Gubern-Mérida C, Serena J. Clinical Parameters and Epigenetic Biomarkers of Plaque Vulnerability in Patients with Carotid Stenosis. Int J Mol Sci 2022; 23:5149. [PMID: 35563540 PMCID: PMC9101730 DOI: 10.3390/ijms23095149] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 04/29/2022] [Accepted: 05/02/2022] [Indexed: 12/24/2022] Open
Abstract
Atheromatous disease is the first cause of death and dependency in developed countries and carotid artery atherosclerosis is one of the main causes of severe ischaemic strokes. Current management strategies are mainly based on the degree of stenosis and patient selection has limited accuracy. This information could be complemented by the identification of biomarkers of plaque vulnerability, which would permit patients at greater and lesser risk of stroke to be distinguished, thus enabling a better selection of patients for surgical or intensive medical treatment. Although several circulating protein-based biomarkers with significance for both the diagnosis of carotid artery disease and its prognosis have been identified, at present, none have been clinically implemented. This review focuses especially on the most relevant clinical parameters to take into account in routine clinical practice and summarises the most up-to-date data on epigenetic biomarkers of carotid atherosclerosis and plaque vulnerability.
Collapse
Affiliation(s)
- Laia Carballo-Perich
- Cerebrovascular Pathology Research Group, Girona Biomedical Research Institute (IDIBGI), RICORS-ICTUS, Parc Hospitalari Martí I Julià, Edifici M2, 17190 Salt, Spain; (L.C.-P.); (D.P.-I.)
| | - Dolors Puigoriol-Illamola
- Cerebrovascular Pathology Research Group, Girona Biomedical Research Institute (IDIBGI), RICORS-ICTUS, Parc Hospitalari Martí I Julià, Edifici M2, 17190 Salt, Spain; (L.C.-P.); (D.P.-I.)
| | - Saima Bashir
- Cerebrovascular Pathology Research Group, Stroke Unit, Department of Neurology, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta University Hospital, RICORS-ICTUS, Av. França s/n (7a Planta), 17007 Girona, Spain; (S.B.); (M.T.); (J.S.)
| | - Mikel Terceño
- Cerebrovascular Pathology Research Group, Stroke Unit, Department of Neurology, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta University Hospital, RICORS-ICTUS, Av. França s/n (7a Planta), 17007 Girona, Spain; (S.B.); (M.T.); (J.S.)
| | - Yolanda Silva
- Cerebrovascular Pathology Research Group, Stroke Unit, Department of Neurology, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta University Hospital, RICORS-ICTUS, Av. França s/n (7a Planta), 17007 Girona, Spain; (S.B.); (M.T.); (J.S.)
| | - Carme Gubern-Mérida
- Cerebrovascular Pathology Research Group, Girona Biomedical Research Institute (IDIBGI), RICORS-ICTUS, Parc Hospitalari Martí I Julià, Edifici M2, 17190 Salt, Spain; (L.C.-P.); (D.P.-I.)
| | - Joaquín Serena
- Cerebrovascular Pathology Research Group, Stroke Unit, Department of Neurology, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta University Hospital, RICORS-ICTUS, Av. França s/n (7a Planta), 17007 Girona, Spain; (S.B.); (M.T.); (J.S.)
| |
Collapse
|
3
|
Yang H, Sun Y, Li Q, Jin F, Dai Y. Diverse Epigenetic Regulations of Macrophages in Atherosclerosis. Front Cardiovasc Med 2022; 9:868788. [PMID: 35425818 PMCID: PMC9001883 DOI: 10.3389/fcvm.2022.868788] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 03/04/2022] [Indexed: 02/05/2023] Open
Abstract
Emerging research on epigenetics has resulted in many novel discoveries in atherosclerosis (AS), an inflammaging-associated disease characterized by chronic inflammation primarily driven by macrophages. The bulk of evidence has demonstrated the central role of epigenetic machinery in macrophage polarization to pro- (M1-like) or anti-inflammatory (M2-like) phenotype. An increasing number of epigenetic alterations and their modifiers involved in reprogramming macrophages by regulating DNA methylation or histone modifications (e.g., methylation, acetylation, and recently lactylation) have been identified. They may act to determine or skew the direction of macrophage polarization in AS lesions, thereby representing a promising target. Here we describe the current understanding of the epigenetic machinery involving macrophage polarization, to shed light on chronic inflammation-driving onset and progression of inflammaging-associated diseases, using AS as a prototypic example, and discuss the challenge for developing effective therapies targeting the epigenetic modifiers against these diseases, particularly highlighting a potential strategy based on epigenetically-governed repolarization from M1-like to M2-like phenotype.
Collapse
Affiliation(s)
- Hongmei Yang
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin University, Changchun, China.,Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, China
| | - Yue Sun
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin University, Changchun, China
| | - Qingchao Li
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin University, Changchun, China
| | - Fengyan Jin
- Department of Hematology, The First Hospital of Jilin University, Changchun, China
| | - Yun Dai
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin University, Changchun, China
| |
Collapse
|
4
|
Nanoparticle-Based Modification of the DNA Methylome: A Therapeutic Tool for Atherosclerosis? CARDIOGENETICS 2022. [DOI: 10.3390/cardiogenetics12010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Cardiovascular epigenomics is a relatively young field of research, yet it is providing novel insights into gene regulation in the atherosclerotic arterial wall. That information is already pointing to new avenues for atherosclerosis (AS) prevention and therapy. In parallel, advances in nanoparticle (NP) technology allow effective targeting of drugs and bioactive molecules to the vascular wall. The partnership of NP technology and epigenetics in AS is just beginning and promises to produce novel exciting candidate treatments. Here, we briefly discuss the most relevant recent advances in the two fields. We focus on AS and DNA methylation, as the DNA methylome of that condition is better understood in comparison with the rest of the cardiovascular disease field. In particular, we review the most recent advances in NP-based delivery systems and their use for DNA methylome modification in inflammation. We also address the promises of DNA methyltransferase inhibitors for prevention and therapy. Furthermore, we emphasize the unique challenges in designing therapies that target the cardiovascular epigenome. Lastly, we touch the issue of human exposure to industrial NPs and its impact on the epigenome as a reminder of the undesired effects that any NP-based therapy must avoid to be apt for secondary prevention of AS.
Collapse
|
5
|
Zaina S, Lund G. Clonal hematopoiesis of indeterminate potential and the evolutionary lottery in chromosome 2: does that make human atherosclerosis special? Curr Opin Lipidol 2021; 32:389-391. [PMID: 34751167 DOI: 10.1097/mol.0000000000000785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Silvio Zaina
- Department of Medical Sciences, Division of Health Sciences, Leon Campus, University of Guanajuato, Leon
| | - Gertrud Lund
- Department of Genetic Engineering, CINVESTAV Irapuato Unit, Irapuato, Mexico
| |
Collapse
|
6
|
Jin F, Li J, Guo J, Doeppner TR, Hermann DM, Yao G, Dai Y. Targeting epigenetic modifiers to reprogramme macrophages in non-resolving inflammation-driven atherosclerosis. EUROPEAN HEART JOURNAL OPEN 2021; 1:oeab022. [PMID: 35919269 PMCID: PMC9241575 DOI: 10.1093/ehjopen/oeab022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/28/2021] [Accepted: 08/14/2021] [Indexed: 12/14/2022]
Abstract
Epigenomic and epigenetic research has been providing several new insights into a variety of diseases caused by non-resolving inflammation, including cardiovascular diseases. Atherosclerosis (AS) has long been recognized as a chronic inflammatory disease of the arterial walls, characterized by local persistent and stepwise accelerating inflammation without resolution, also known as uncontrolled inflammation. The pathogenesis of AS is driven primarily by highly plastic macrophages via their polarization to pro- or anti-inflammatory phenotypes as well as other novel subtypes recently identified by single-cell sequencing. Although emerging evidence has indicated the key role of the epigenetic machinery in the regulation of macrophage plasticity, the investigation of epigenetic alterations and modifiers in AS and related inflammation is still in its infancy. An increasing number of the epigenetic modifiers (e.g. TET2, DNMT3A, HDAC3, HDAC9, JMJD3, KDM4A) have been identified in epigenetic remodelling of macrophages through DNA methylation or histone modifications (e.g. methylation, acetylation, and recently lactylation) in inflammation. These or many unexplored modifiers function to determine or switch the direction of macrophage polarization via transcriptional reprogramming of gene expression and intracellular metabolic rewiring upon microenvironmental cues, thereby representing a promising target for anti-inflammatory therapy in AS. Here, we review up-to-date findings involving the epigenetic regulation of macrophages to shed light on the mechanism of uncontrolled inflammation during AS onset and progression. We also discuss current challenges for developing an effective and safe anti-AS therapy that targets the epigenetic modifiers and propose a potential anti-inflammatory strategy that repolarizes macrophages from pro- to anti-inflammatory phenotypes.
Collapse
Affiliation(s)
- Fengyan Jin
- Department of Hematology, The First Hospital of Jilin University, 71 Xinmin Street, Changchun, Jilin 130012, China
| | - Jian Li
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, 1 Dong Dan Dahua Road, Dong Cheng District, Beijing 100730, China
| | - Jianfeng Guo
- School of Pharmaceutical Sciences, Jilin University, 1163 Xinmin Street, Changchun 130021, Jilin, China
| | - Thorsten R Doeppner
- Department of Neurology, University of Göttingen Medical School, Robert-Koch-Str. 40 37075, Göttingen, Germany
| | - Dirk M Hermann
- Department of Neurology, University Hospital Essen, Hufelandstr. 55, 45122 Essen, Germany
| | - Gang Yao
- Department of Neurology, The Second Hospital of Jilin University, 218 Ziqiang Street, Changchun, Jilin 130041, China
| | - Yun Dai
- Laboratory of Cancer Precision Medicine, Institute of Translational Medicine, The First Hospital of Jilin University, 519 Dong Min Zhu Street, Changchun, Jilin 130061, China
| |
Collapse
|
7
|
Meier R, Nissen E, Koestler DC. Low variability in the underlying cellular landscape adversely affects the performance of interaction-based approaches for conducting cell-specific analyses of DNA methylation in bulk samples. Stat Appl Genet Mol Biol 2021; 20:73-84. [PMID: 34378875 PMCID: PMC9125800 DOI: 10.1515/sagmb-2021-0004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 07/19/2021] [Indexed: 11/15/2022]
Abstract
Statistical methods that allow for cell type specific DNA methylation (DNAm) analyses based on bulk-tissue methylation data have great potential to improve our understanding of human disease and have created unprecedented opportunities for new insights using the wealth of publicly available bulk-tissue methylation data. These methodologies involve incorporating interaction terms formed between the phenotypes/exposures of interest and proportions of the cell types underlying the bulk-tissue sample used for DNAm profiling. Despite growing interest in such "interaction-based" methods, there has been no comprehensive assessment how variability in the cellular landscape across study samples affects their performance. To answer this question, we used numerous publicly available whole-blood DNAm data sets along with extensive simulation studies and evaluated the performance of interaction-based approaches in detecting cell-specific methylation effects. Our results show that low cell proportion variability results in large estimation error and low statistical power for detecting cell-specific effects of DNAm. Further, we identified that many studies targeting methylation profiling in whole-blood may be at risk to be underpowered due to low variability in the cellular landscape across study samples. Finally, we discuss guidelines for researchers seeking to conduct studies utilizing interaction-based approaches to help ensure that their studies are adequately powered.
Collapse
Affiliation(s)
- Richard Meier
- Department of Biostatistics & Data Science, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City66160, KS, USA
| | - Emily Nissen
- Department of Biostatistics & Data Science, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City66160, KS, USA
| | - Devin C. Koestler
- Department of Biostatistics & Data Science, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City66160, KS, USA
| |
Collapse
|
8
|
Sharma AR, Shashikiran U, Uk AR, Shetty R, Satyamoorthy K, Rai PS. Aberrant DNA methylation and miRNAs in coronary artery diseases and stroke: a systematic review. Brief Funct Genomics 2021; 19:259-285. [PMID: 31950130 DOI: 10.1093/bfgp/elz043] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 07/31/2019] [Accepted: 12/12/2019] [Indexed: 01/01/2023] Open
Abstract
Coronary artery disease (CAD) and ischemic stroke are the two most predominant forms of cardiovascular diseases (CVDs) caused by genetic, epigenetic and environmental risk factors. Although studies on the impact of 'epigenetics' in CVDs is not new, its effects are increasingly being realized as a key regulatory determinant that may drive predisposition, pathophysiology and therapeutic outcome. The most widely studied epigenetic risk factors are regulated by DNA methylation and miRNA expression. To keep pace with growing developments and discoveries, a comprehensive review was performed using Pubmed, Science Direct and Scopus databases to highlight the role of DNA methylation and miRNAs in CAD and stroke subjects. Network analysis was performed using ClueGO software and miRTargetLink database. We identified 32 studies of DNA methylation on CAD and stroke, of which, 6 studies showed differences in global DNA methylation, 10 studies reported the genome-wide difference in DNA methylation and 16 studies demonstrated altered DNA methylation at 14 candidate loci. The network analysis showed positive regulation of nitric oxide biosynthetic process, homocysteine metabolic process and negative regulation of lipid storage. About, 155 miRNAs were associated with CAD, stroke and related phenotypes in 83 studies. Interestingly, mir-223 hypomethylation and altered expression were associated with cerebral infarction and stroke. The target prediction for 18 common miRNAs between CAD and stroke showed strong interaction with SP3 and SP1 genes. This systematic review addresses the present knowledge on DNA methylation and miRNAs in CAD and stroke, whose abnormal regulation has been implicated in etiology or progression of the diseases.
Collapse
|
9
|
Bushueva O, Barysheva E, Markov A, Belykh A, Koroleva I, Churkin E, Polonikov A, Ivanov V, Nazarenko M. DNA Hypomethylation of the MPO Gene in Peripheral Blood Leukocytes Is Associated with Cerebral Stroke in the Acute Phase. J Mol Neurosci 2021; 71:1914-1932. [PMID: 33864596 DOI: 10.1007/s12031-021-01840-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 04/03/2021] [Indexed: 01/15/2023]
Abstract
Dysregulation of the oxidant-antioxidant system contributes to the pathogenesis of cerebral stroke (CS). Epigenetic changes of redox homeostasis genes, such as glutamate-cysteine ligase (GCLM), glutathione-S-transferase-P1 (GSTP1), thioredoxin reductase 1 (TXNRD1), and myeloperoxidase (MPO), may be biomarkers of CS. In this study, we assessed the association of DNA methylation levels of these genes with CS and clinical features of CS. We quantitatively analyzed DNA methylation patterns in the promoter or regulatory regions of 4 genes (GCLM, GSTP1, TXNRD1, and MPO) in peripheral blood leukocytes of 59 patients with CS in the acute phase and in 83 relatively healthy individuals (controls) without cardiovascular and cerebrovascular diseases. We found that in both groups, the methylation level of CpG sites in genes TXNRD1 and GSTP1 was ≤ 5%. Lower methylation levels were registered at a CpG site (chr1:94,374,293, GRCh37 [hg19]) in GCLM in patients with ischemic stroke compared with the control group (9% [7%; 11.6%] (median and interquartile range) versus 14.7% [10.4%; 23%], respectively, p < 0.05). In the leukocytes of patients with CS, the methylation level of CpG sites in the analyzed region of MPO (chr17:56,356,470, GRCh3 [hg19]) on average was significantly lower (23.5% [19.3%; 26.7%]) than that in the control group (35.6% [30.4%; 42.6%], p < 0.05). We also found increased methylation of MPO in smokers with CS (27.2% [23.5%; 31.1%]) compared with nonsmokers with CS (21.7% [18.1%; 24.8%]). Thus, hypomethylation of CpG sites in GCLM and MPO in blood leukocytes is associated with CS in the acute phase.
Collapse
Affiliation(s)
- Olga Bushueva
- Research Institute for Genetic and Molecular Epidemiology, Kursk State Medical University, Kursk, Russia. .,Department of Biology, Medical Genetics and Ecology, Kursk State Medical University, Kursk, Russia.
| | - Ekaterina Barysheva
- Department of Biology, Medical Genetics and Ecology, Kursk State Medical University, Kursk, Russia
| | - Anton Markov
- Research Institute of Medical Genetics, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Andrey Belykh
- Department of Pathophysiology, Kursk State Medical University, Kursk, Russia
| | - Iuliia Koroleva
- Research Institute of Medical Genetics, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Egor Churkin
- Research Institute of Medical Genetics, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Alexey Polonikov
- Research Institute for Genetic and Molecular Epidemiology, Kursk State Medical University, Kursk, Russia.,Department of Biology, Medical Genetics and Ecology, Kursk State Medical University, Kursk, Russia
| | - Vladimir Ivanov
- Department of Biology, Medical Genetics and Ecology, Kursk State Medical University, Kursk, Russia
| | - Maria Nazarenko
- Research Institute of Medical Genetics, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| |
Collapse
|
10
|
Burris RL, Vick SC, Popovic B, Fraungruber PE, Nagarajan S. Maternal exposure to soy diet reduces atheroma in hyperlipidemic F1 offspring mice by promoting macrophage and T cell anti-inflammatory responses. Atherosclerosis 2020; 313:26-34. [PMID: 33032233 DOI: 10.1016/j.atherosclerosis.2020.09.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 08/20/2020] [Accepted: 09/18/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND AND AIMS Maternal hypercholesterolemia has been implicated in earlier onset of atherosclerotic lesions in neonatal offspring. In this study, we investigated whether maternal exposure to soy protein isolate (SPI) diet attenuated the progression of atherosclerosis in F1 offspring. METHOD Pregnant apolipoprotein E knockout (Apoe-/-) female mice were fed SPI diet until postnatal day 21 (PND21) of the offspring (SPI-offspring). SPI-offspring were switched at PND21 to casein (CAS) diet until PND140. Mice fed CAS throughout their lifetime (gestation to adulthood) were used as controls (CAS-offspring). RESULTS Atherosclerotic lesions in the aortic sinuses were reduced in SPI-offspring compared with CAS-offspring. Total serum cholesterol levels in CAS-offspring or dams were comparable to levels in their SPI-counterparts, suggesting that alternative mechanisms contributed to the athero-protective effect of maternal SPI diet. Aortic VCAM-1, MCP-1, and TNF-α mRNA and protein expression, and expression of macrophage pro-inflammatory cytokines was reduced in SPI-offspring. Interestingly, CD4+ T cells from SPI-offspring showed reduced IFN-γ expression (Th1), while the expression of IL-10 (Th2/Treg), and IL-13 (Th2) was increased. DNA methylation analyses revealed that anti-inflammatory T cell-associated Gata3 and Il13 promoter regions were hypomethylated in SPI-offspring. These findings suggest that anti-inflammatory macrophage and T cell response may have contributed to the athero-protective effect in SPI-offspring. CONCLUSIONS Our findings demonstrate that gestational and lactational soy diet exposure inhibits susceptibility to atherosclerotic lesion formation by promoting anti-inflammatory responses by macrophages and T cells.
Collapse
Affiliation(s)
- Ramona L Burris
- Arkansas Children's Nutrition Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Sarah C Vick
- Department of Microbiology and Immunology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Branimir Popovic
- Department of Pathology, Vascular Medicine Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Pamelia E Fraungruber
- Department of Pathology and Laboratory Medicine, UNC at Chapel Hill, Chapel Hill, NC, USA
| | - Shanmugam Nagarajan
- Arkansas Children's Nutrition Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA; Department of Microbiology and Immunology, University of Arkansas for Medical Sciences, Little Rock, AR, USA; Department of Pathology, Vascular Medicine Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA; Department of Pathology and Laboratory Medicine, UNC at Chapel Hill, Chapel Hill, NC, USA.
| |
Collapse
|
11
|
de la Rocha C, Zaina S, Lund G. Is Any Cardiovascular Disease-Specific DNA Methylation Biomarker Within Reach? Curr Atheroscler Rep 2020; 22:62. [DOI: 10.1007/s11883-020-00875-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
|
12
|
Gallego-Fabrega C, Cullell N, Soriano-Tárraga C, Carrera C, Torres-Aguila NP, Muiño E, Cárcel-Márquez J, de Moura MC, Fernández-Sanlés A, Esteller M, Elosua R, Jiménez-Conde J, Roquer J, Montaner J, Krupinski J, Fernandez-Cadenas I. DNA methylation of MMPs and TIMPs in atherothrombosis process in carotid plaques and blood tissues. Oncotarget 2020; 11:905-912. [PMID: 32206187 PMCID: PMC7075467 DOI: 10.18632/oncotarget.27469] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 01/13/2020] [Indexed: 12/20/2022] Open
Abstract
Background and Purpose: Polymorphisms and serum levels of Matrix Metalloproteinases (MMP) and Tissue Inhibitor of Metalloproteinases (TIMP) have been studied with regard to atheromatous plaques and ischemic stroke, while no studies of DNA methylation (DNAm) patterns of MMP or TIMP have been performed to that end. Here, we evaluate DNAm levels of the MMP and TIMP gene families in human carotid plaques and blood samples of atherothrombotic stroke patients. Methods: We profiled the DNAm status of stable and ulcerated atherosclerotic plaques obtained as pair sets from three patients who underwent carotid endarterectomy surgery. We selected 415 CpG sites, mapping into MMPs and TIMPs genes for further study. Secondly, the statistically associated CpG sites were analyzed in blood samples from two separate atherothrombotic stroke cohorts (total sample size = 307), ischemic stroke-cohort 1 (ISC-1): 37 atherothrombotic patients and 6 controls, ischemic stroke-cohort 2 (ISC-2): 80 atherothrombotic patients and 184 controls. DNAm levels from plaque tissue and blood samples were evaluated using a high-density microarray Infinium, HumanMethylation450 BeadChip and Infinium MethylationEPIC BeadChip. Results: Three CpG sites were statistically significantly associated with unstable plaque portions; cg02969624, q-value = 0.035 (TIMP2), and cg04316754, q-value = 0.037 (MMP24) were hypermethylated, while cg24211657 q-value = 0.035 (TIMP2) was hypomethylated. Association of cg04316754 (MMP24) methylation levels with atherothrombotic risk was also observed in blood tissue: ISC-1 p-values = 0.03, ISC-2 p-value = 1.9 × 10-04. Conclusions: The results suggest different DNAm status of MMP24 between stable and unstable atherothrombotic carotid plaques, and between atherothrombotic stroke and controls in blood samples.
Collapse
Affiliation(s)
- Cristina Gallego-Fabrega
- Neurology, Hospital Universitari Mútua de Terrassa/Fundacio Docència i Recerca MutuaTerrassa, Terrassa, Spain.,Stroke Pharmacogenomics and Genetics, Sant Pau Research Institute, Barcelona, Spain
| | - Natalia Cullell
- Neurology, Hospital Universitari Mútua de Terrassa/Fundacio Docència i Recerca MutuaTerrassa, Terrassa, Spain.,Stroke Pharmacogenomics and Genetics, Sant Pau Research Institute, Barcelona, Spain.,Facultat de Medicina, Universitat de Barcelona, Barcelona, Spain
| | - Carolina Soriano-Tárraga
- Department of Neurology, Hospital del Mar, Neurovascular Research Group, Institut Hospital del Mar d'Investigacions Mèdiques, Universitat Autònoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Caty Carrera
- Stroke Pharmacogenomics and Genetics, Sant Pau Research Institute, Barcelona, Spain.,Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | - Elena Muiño
- Stroke Pharmacogenomics and Genetics, Sant Pau Research Institute, Barcelona, Spain
| | - Jara Cárcel-Márquez
- Stroke Pharmacogenomics and Genetics, Sant Pau Research Institute, Barcelona, Spain
| | | | - Alba Fernández-Sanlés
- Cardiovascular Epidemiology and Genetics Research Group, Hospital del Mar Medical Research Institute, Universitat Pompeu Fabra, Barcelona, Spain
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Spain.,Department of Physiological Sciences II, School of Medicine, University of Barcelona, Barcelona, Spain.,Institucio Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Roberto Elosua
- Cardiovascular Epidemiology and Genetics Research Group, Hospital del Mar Medical Research Institute, Universitat Pompeu Fabra, Barcelona, Spain
| | - Jordi Jiménez-Conde
- Department of Neurology, Hospital del Mar, Neurovascular Research Group, Institut Hospital del Mar d'Investigacions Mèdiques, Universitat Autònoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Jaume Roquer
- Department of Neurology, Hospital del Mar, Neurovascular Research Group, Institut Hospital del Mar d'Investigacions Mèdiques, Universitat Autònoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Joan Montaner
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Jerzy Krupinski
- Neurology, Hospital Universitari Mútua de Terrassa/Fundacio Docència i Recerca MutuaTerrassa, Terrassa, Spain.,Centre for Biomedicine, Manchester Metropolitan University, Manchester, UK.,These authors contributed equally to this work
| | - Israel Fernandez-Cadenas
- Stroke Pharmacogenomics and Genetics, Sant Pau Research Institute, Barcelona, Spain.,These authors contributed equally to this work
| |
Collapse
|
13
|
Declerck K, Vanden Berghe W. Characterization of Blood Surrogate Immune-Methylation Biomarkers for Immune Cell Infiltration in Chronic Inflammaging Disorders. Front Genet 2019; 10:1229. [PMID: 31827492 PMCID: PMC6890858 DOI: 10.3389/fgene.2019.01229] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 11/06/2019] [Indexed: 12/16/2022] Open
Abstract
Alzheimer’s disease (AD) and atherosclerosis are both chronic age- and inflammation-dependent diseases. In addition, atherosclerosis is frequently observed in AD patients indicating common involvement of vascular components in both disease etiologies. Recently, epigenome-wide association studies have identified epigenetic alterations, and in particularly DNA methylation changes for both disorders. We hypothesized the existence of a common DNA methylation profile in atherosclerosis and AD which may be valuable as a blood-based DNA methylation inflammaging biomarker. Using publicly available 450k Illumina methylation datasets, we identified a co-methylation network associated with both atherosclerosis and AD in whole blood samples. This methylation profile appeared to indicate shifts in blood immune cell type distribution. Remarkably, similar methylation changes were also detected in disease tissues, including AD brain tissues, atherosclerotic plaques, and tumors and were found to correlate with immune cell infiltration. In addition, this immune-related methylation profile could also be detected in other inflammaging diseases, including Parkinson’s disease and obesity, but not in multiple sclerosis, schizophrenia, and osteoporosis. In conclusion, we identified a blood-based immune-related DNA methylation signature in multiple inflammaging diseases associated with changes in blood immune cell counts and predictive for immune cell infiltration in diseased tissues. In addition to epigenetic clock measurements, this immune-methylation signature may become a valuable blood-based biomarker to prevent chronic inflammatory disease development or monitor lifestyle intervention strategies which promote healthy aging.
Collapse
Affiliation(s)
- Ken Declerck
- Laboratory of Protein Chemistry, Proteomics, and Epigenetic Signaling (PPES), Department of Biomedical Sciences, Faculty of Pharmaceutical, Biomedical, and Veterinary Sciences, Antwerp University, Antwerp, Belgium
| | - Wim Vanden Berghe
- Laboratory of Protein Chemistry, Proteomics, and Epigenetic Signaling (PPES), Department of Biomedical Sciences, Faculty of Pharmaceutical, Biomedical, and Veterinary Sciences, Antwerp University, Antwerp, Belgium
| |
Collapse
|
14
|
Deng GX, Xu N, Huang Q, Tan JY, Zhang Z, Li XF, Wei JR. Association between promoter DNA methylation and gene expression in the pathogenesis of ischemic stroke. Aging (Albany NY) 2019; 11:7663-7677. [PMID: 31527307 PMCID: PMC6781986 DOI: 10.18632/aging.102278] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 09/07/2019] [Indexed: 12/24/2022]
Abstract
To assess DNA methylation sites as well as gene expression related to ischemic stroke (IS) and comprehensively reveal their correlation and possible pathological mechanisms, we implemented (1) genome-wide DNA methylation profiling from the GEO repository related to IS with and without symptoms; (2) identification of differentially methylation positions (DMPs) and genes (DMGs), functional enrichment analysis along with DMG regulatory network construction; (3) validation tests of 2 differential methylation positions of interest as well as analogous gene expression in other datasets and in IS patients and controls; and (4) correlation analysis of DNA methylation and mRNA expression data. In total, 870 DMPs were physically located within 693 DMGs. After disease ontology (DO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway, gene ontology (GO), protein-protein interaction (PPI) network construction as well as module analysis, HLA-DRB1 and HLA-DQB1 were identified. Their expression was validated in 4 other datasets but was significant in only 1, and the expression was lower in the IS group (P < 0.05). After validation in IS patients and controls, we found that these two genes showed more hypermethylation and lower expression levels in the IS group (P < 0.001). The methylation of genes was negatively associated with their expression (P < 0.05). The current study recognized a connection among DNA methylation and gene expression and emphasized the prominence of HLA-DRB1 and HLA-DQB1 in IS pathogenesis.
Collapse
Affiliation(s)
- Guo-Xiong Deng
- Department of Cardiology, The First People's Hospital of Nanning City, Nanning, Guangxi 530021, China
| | - Ning Xu
- Department of Neurology, The First People's Hospital of Nanning City, Nanning, Guangxi 530021, China
| | - Qi Huang
- Department of Neurology, The First People's Hospital of Nanning City, Nanning, Guangxi 530021, China
| | - Jin-Yue Tan
- Department of Cardiology, The First People's Hospital of Nanning City, Nanning, Guangxi 530021, China
| | - Zhao Zhang
- Department of Neurology, The First People's Hospital of Nanning City, Nanning, Guangxi 530021, China
| | - Xian-Feng Li
- Department of Neurology, The First People's Hospital of Nanning City, Nanning, Guangxi 530021, China
| | - Jin-Ru Wei
- Department of Cardiology, The First People's Hospital of Nanning City, Nanning, Guangxi 530021, China
| |
Collapse
|
15
|
Yuan X, Ye S, Chen Z, Pan X, Huang S, Li Z, Zhong Y, Gao N, Zhang H, Li J, Zhang Z. Dynamic DNA methylation of ovaries during pubertal transition in gilts. BMC Genomics 2019; 20:510. [PMID: 31221102 PMCID: PMC6585006 DOI: 10.1186/s12864-019-5884-x] [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: 12/20/2018] [Accepted: 06/05/2019] [Indexed: 02/06/2023] Open
Abstract
Background In female mammals, the initiation of puberty, coupling with the dramatically morphological changes in ovaries, indicates the sexual and follicular maturation. Previous studies have suggested that the disrupted DNA methylation results in the delayed puberty. However, to date, the changes in ovarian methylomes during pubertal transition have not been investigated. In this study, using gilts as a pubertal model, the genome-wide DNA methylation were profiled to explore their dynamics during pubertal transition across Pre-, In- and Post-puberty. Results During pubertal transition, the follicles underwent maturation and luteinization, coupled with the significant changes in the mRNA expression of DNMT1 and DNMT3a. DNA methylation levels of In-puberty were higher than that of Pre- and Post-puberty at the locations of genes and CpG islands (CGIs). Analysis of the DNA methylation changes identified 12,313, 20,960 and 17,694 differentially methylated CpGs (DMCs) for the comparisons of Pre- vs. In-, In vs. Post-, and Pre- vs. Post-puberty, respectively. Moreover, the CGIs, upstream and exonic regions showed a significant underrepresentation of DMCs, but the CGI shores, CGI shelves, intronic, downstream and intergenic regions showed a significant overrepresentation of DMCs. Furthermore, biological functions of these methylation changes enriched in PI3K-Akt signaling pathway, GnRH signaling pathway, and Insulin secretion, and the mRNA expressions of several genes of these signaling pathway, including MMP2, ESR1, GSK3B, FGF21, IGF1R, and TAC3, were significantly changed across Pre-, In- and Post-puberty in ovaries. Conclusions During pubertal transition in gilts, the DNA methylation changes of ovaries were likely to affect the transcription of genes related to PI3K-Akt signaling pathway, GnRH signaling pathway, and Insulin secretion. These observations can provide new insight into the epigenetic mechanism of follicular and sexual maturation during pubertal transition in mammals. Electronic supplementary material The online version of this article (10.1186/s12864-019-5884-x) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Xiaolong Yuan
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Shaopan Ye
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Zitao Chen
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Xiangchun Pan
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Shuwen Huang
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Zhonghui Li
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Yuyi Zhong
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Ning Gao
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, North Third Road, Guangzhou Higher Education Mega Center, Guangzhou, 510006, Guangdong, China
| | - Hao Zhang
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China
| | - Jiaqi Li
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China.
| | - Zhe Zhang
- National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong, China.
| |
Collapse
|
16
|
He XW, Zhao Y, Shi YH, Zhao R, Liu YS, Hu Y, Zhuang MT, Wu YL, Li GF, Yin JW, Cui GH, Liu JR. DNA Methylation Analysis Identifies Differentially Methylated Sites Associated with Early-Onset Intracranial Atherosclerotic Stenosis. J Atheroscler Thromb 2019; 27:71-99. [PMID: 31142690 PMCID: PMC6976716 DOI: 10.5551/jat.47704] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Aim: Studies have suggested that genetic and environmental factors do not account for all risks and mechanisms of intracranial atherosclerotic stenosis (ICAS). DNA methylation may play a role in the progression of ICAS. Methods: DNA methylation profiles of peripheral blood leucocytes from 7 patients with early-onset ICAS and 7 perfectly matched controls were interrogated for the first time using the Illumina Infinium Human MethylationEPIC BeadChip. Afterward, functional analysis for differentially methylated genes was conducted. In addition, pyrosequencing verification was performed in an independent cohort comprising 21 patients with earlyonset ICAS and 21 age- and gender-matched controls. Results: A total of 318 cytosine-phosphate-guanine sites were found to be differentially methylated based on the established standards. Functional analysis annotated differentially methylated sites to atherosclerosis-related processes and pathways, such as the negative regulation of hydrolase activity (GO 0051346), type II diabetes mellitus (KEGG hsa04930), and the insulin signaling pathway (KEGG hsa04910). In addition, a differentially methylated site was also validated, cg22443212 in gene Rnf213, which showed significant hypermethylation in patients with early-onset ICAS compared with controls 59.56% (49.77%, 88.55%) vs. 44.65% (25.07%, 53.21%), respectively; P = 0.010). Receiver operating characteristic curve analysis showed that the area under the curve value of cg22443212 was 0.744 (95% confidence interval, 0.586–0.866; P = 0.002). Conclusions: We revealed that altered DNA methylation may play a role in the occurrence and development of ICAS. These results provided new epigenetic insights into ICAS.
Collapse
Affiliation(s)
- Xin-Wei He
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Ying Zhao
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Yan-Hui Shi
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Rong Zhao
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Yi-Sheng Liu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Yue Hu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Mei-Ting Zhuang
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Yi-Lan Wu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Ge-Fei Li
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Jia-Wen Yin
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Guo-Hong Cui
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| | - Jian-Ren Liu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine.,Clinical Research Center, Shanghai Jiao Tong University School of Medicine
| |
Collapse
|
17
|
Riffo-Campos AL, Fuentes-Trillo A, Tang WY, Soriano Z, De Marco G, Rentero-Garrido P, Adam-Felici V, Lendinez-Tortajada V, Francesconi K, Goessler W, Ladd-Acosta C, Leon-Latre M, Casasnovas JA, Chaves FJ, Navas-Acien A, Guallar E, Tellez-Plaza M. In silico epigenetics of metal exposure and subclinical atherosclerosis in middle aged men: pilot results from the Aragon Workers Health Study. Philos Trans R Soc Lond B Biol Sci 2019; 373:rstb.2017.0084. [PMID: 29685964 DOI: 10.1098/rstb.2017.0084] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2017] [Indexed: 12/14/2022] Open
Abstract
We explored the association of metal levels with subclinical atherosclerosis and epigenetic changes in relevant biological pathways. Whole blood DNA Infinium Methylation 450 K data were obtained from 23 of 73 middle age men without clinically evident cardiovascular disease (CVD) who participated in the Aragon Workers Health Study in 2009 (baseline visit) and had available baseline urinary metals and subclinical atherosclerosis measures obtained in 2010-2013 (follow-up visit). The median metal levels were 7.36 µg g-1, 0.33 µg g-1, 0.11 µg g-1 and 0.07 µg g-1, for arsenic (sum of inorganic and methylated species), cadmium, antimony and tungsten, respectively. Urine cadmium and tungsten were associated with femoral and carotid intima-media thickness, respectively (Pearson's r = 0.27; p = 0.03 in both cases). Among nearest genes to identified differentially methylated regions (DMRs), 46% of metal-DMR genes overlapped with atherosclerosis-DMR genes (p < 0.001). Pathway enrichment analysis of atherosclerosis-DMR genes showed a role in inflammatory, metabolic and transport pathways. In in silico protein-to-protein interaction networks among proteins encoded by 162 and 108 genes attributed to atherosclerosis- and metal-DMRs, respectively, with proteins known to have a role in atherosclerosis pathways, we observed hub proteins in the network associated with both atherosclerosis and metal-DMRs (e.g. SMAD3 and NOP56), and also hub proteins associated with metal-DMRs only but with relevant connections with atherosclerosis effectors (e.g. SSTR5, HDAC4, AP2A2, CXCL12 and SSTR4). Our integrative in silico analysis demonstrates the feasibility of identifying epigenomic regions linked to environmental exposures and potentially involved in relevant pathways for human diseases. While our results support the hypothesis that metal exposures can influence health due to epigenetic changes, larger studies are needed to confirm our pilot results.This article is part of a discussion meeting issue 'Frontiers in epigenetic chemical biology'.
Collapse
Affiliation(s)
- Angela L Riffo-Campos
- Area of Cardiometabolic Risk, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain
| | - Azahara Fuentes-Trillo
- Genomics and Genetic Diagnostic Unit, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain
| | - Wan Y Tang
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Zoraida Soriano
- Instituto de Investigación Sanitaria de Aragon, 50009 Zaragoza, Spain
| | - Griselda De Marco
- Genomics and Genetic Diagnostic Unit, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain
| | - Pilar Rentero-Garrido
- Genomics and Genetic Diagnostic Unit, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain
| | - Victoria Adam-Felici
- Genomics and Genetic Diagnostic Unit, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain
| | - Veronica Lendinez-Tortajada
- Genomics and Genetic Diagnostic Unit, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain
| | | | - Walter Goessler
- Institute of Chemistry, University of Graz, 8010 Graz, Austria
| | | | - Montse Leon-Latre
- Instituto de Investigación Sanitaria de Aragon, 50009 Zaragoza, Spain.,Servicio Aragones de Salud, 50071 Zaragoza, Spain
| | - Jose A Casasnovas
- Instituto de Investigación Sanitaria de Aragon, 50009 Zaragoza, Spain.,Instituto Aragonés de Ciencias de Salud, 50009 Zaragoza, Spain.,Universidad de Zaragoza, 50009 Zaragoza, Spain
| | - F Javier Chaves
- Genomics and Genetic Diagnostic Unit, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY 10032, USA
| | - Eliseo Guallar
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD 21205, USA.,Department of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Maria Tellez-Plaza
- Area of Cardiometabolic Risk, Institute for Biomedical Research Hospital Clinic of Valencia, Menendez Pelayo 4 Accesorio, 46010 Valencia, Spain .,Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD 21205, USA
| |
Collapse
|
18
|
Ling L, Chen L, Zhang C, Gui S, Zhao H, Li Z. High glucose induces podocyte epithelial‑to‑mesenchymal transition by demethylation‑mediated enhancement of MMP9 expression. Mol Med Rep 2018; 17:5642-5651. [PMID: 29436620 PMCID: PMC5866005 DOI: 10.3892/mmr.2018.8554] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Accepted: 10/30/2017] [Indexed: 01/13/2023] Open
Abstract
Abnormal expression of matrix metalloproteinase 9 (MMP9) is correlated with podocyte epithelial-to-mesenchymal transition (EMT) in diabetic nephropathy (DN). However, the mechanisms underlying this process are not well defined. Site-specific demethylation may sustain high expression levels of target genes. In the present study, in order to investigate the association between DNA demethylation of MMP9 promoter and podocyte EMT in DN, human podocytes were cultured in high-glucose (HG) medium and a rat model of DN was established by intraperitoneal injection of streptozotocin (STZ) to determine whether site-specific demethylation of the MMP9 promoter was involved in regulating podocyte EMT in DN. The MTT assay was used to assess the effects of HG culture on the growth of podocytes, and the demethylation status of the MMP9 promoter was assessed by bisulfite sequencing polymerase chain reaction. mRNA and protein expression levels of MMP9, α-smooth muscle actin (α-SMA), podocalyxin and fibronectin-1 in podocytes were assessed by reverse transcription-quantitative PCR (RT-qPCR) and western blot analyses. The results demonstrated that HG treatment up regulated the expression of MMP9, α-SMA and fibronectin-1, but down regulated the expression of podocalyxin in podocytes. The MMP9 promoter region was revealed to contain a variety of demethylated CpG sites, and HG treatment reduced the rate of MMP9 promotermethylation, which, in turn, enhanced its promoter activity. In summary, these data suggested that demethylation of the MMP9 promoter may serve an important role in podocyte EMT in DN. The demethylation status of the MMP9 promoter maybe used as an important prognostic marker of DN in clinic.
Collapse
Affiliation(s)
- Li Ling
- Department of Endocrinology, Guangdong Medical College Affiliated Shenzhen Nanshan Hospital, Shenzhen, Guangdong 518052, P.R. China
| | - Libo Chen
- Department of Endocrinology, Guangdong Medical College Affiliated Shenzhen Nanshan Hospital, Shenzhen, Guangdong 518052, P.R. China
| | - Changning Zhang
- Department of Endocrinology, Guangdong Medical College Affiliated Shenzhen Nanshan Hospital, Shenzhen, Guangdong 518052, P.R. China
| | - Shuyan Gui
- Department of Endocrinology, Guangdong Medical College Affiliated Shenzhen Nanshan Hospital, Shenzhen, Guangdong 518052, P.R. China
| | - Haiyan Zhao
- Department of Endocrinology, Guangdong Medical College Affiliated Shenzhen Nanshan Hospital, Shenzhen, Guangdong 518052, P.R. China
| | - Zhengzhang Li
- Department of Endocrinology, Guangdong Medical College Affiliated Shenzhen Nanshan Hospital, Shenzhen, Guangdong 518052, P.R. China
| |
Collapse
|
19
|
Tristán-Flores FE, Guzmán P, Ortega-Kermedy MS, Cruz-Torres G, de la Rocha C, Silva-Martínez GA, Rodríguez-Ríos D, Alvarado-Caudillo Y, Barbosa-Sabanero G, Sayols S, Lund G, Zaina S. Liver X Receptor-Binding DNA Motif Associated With Atherosclerosis-Specific DNA Methylation Profiles of Alu Elements and Neighboring CpG Islands. J Am Heart Assoc 2018; 7:e007686. [PMID: 29386205 PMCID: PMC5850253 DOI: 10.1161/jaha.117.007686] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 10/18/2017] [Indexed: 12/21/2022]
Abstract
BACKGROUND The signals that determine atherosclerosis-specific DNA methylation profiles are only partially known. We previously identified a 29-bp DNA motif (differential methylation motif [DMM]) proximal to CpG islands (CGIs) that undergo demethylation in advanced human atheromas. Those data hinted that the DMM docks modifiers of DNA methylation and transcription. METHODS AND RESULTS We sought to functionally characterize the DMM. We showed that the DMM overlaps with the RNA polymerase III-binding B box of Alu short interspersed nuclear elements and contains a DR2 nuclear receptor response element. Pointing to a possible functional role for an Alu DMM, CGIs proximal (<100 bp) to near-intact DMM-harboring Alu are significantly less methylated relative to CGIs proximal to degenerate DMM-harboring Alu or to DMM-devoid mammalian-wide interspersed repeat short interspersed nuclear elements in human arteries. As for DMM-binding factors, LXRB (liver X receptor β) binds the DMM in a DR2-dependent fashion, and LXR (liver X receptor) agonists induce significant hypermethylation of the bulk of Alu in THP-1 cells. Furthermore, we describe 3 intergenic long noncoding RNAs that harbor a DMM, are under transcriptional control by LXR agonists, and are differentially expressed between normal and atherosclerotic human aortas. Notably, CGIs adjacent to those long noncoding RNAs tend to be hypomethylated in symptomatic relative to stable human atheromas. CONCLUSIONS Collectively, the data suggest that a DMM is associated with 2 distinct methylation states: relatively low methylation of in cis CGIs and Alu element hypermethylation. Based on the known atheroprotective role of LXRs, we propose that LXR agonist-induced Alu hypermethylation, a landmark of atherosclerosis, is a compensatory rather than proatherogenic response.
Collapse
Affiliation(s)
| | - Plinio Guzmán
- Department of Genetic Engineering, CINVESTAV Irapuato Unit, Irapuato, Gto, Mexico
| | | | - Gabriela Cruz-Torres
- Department of Medical Sciences, Division of Health Sciences, León Campus, University of Guanajuato, León, Gto, Mexico
| | - Carmen de la Rocha
- Department of Genetic Engineering, CINVESTAV Irapuato Unit, Irapuato, Gto, Mexico
| | | | - Dalia Rodríguez-Ríos
- Department of Genetic Engineering, CINVESTAV Irapuato Unit, Irapuato, Gto, Mexico
| | - Yolanda Alvarado-Caudillo
- Department of Medical Sciences, Division of Health Sciences, León Campus, University of Guanajuato, León, Gto, Mexico
| | - Gloria Barbosa-Sabanero
- Department of Medical Sciences, Division of Health Sciences, León Campus, University of Guanajuato, León, Gto, Mexico
| | - Sergi Sayols
- Institute of Molecular Biology gGmbH, Mainz, Germany
| | - Gertrud Lund
- Department of Genetic Engineering, CINVESTAV Irapuato Unit, Irapuato, Gto, Mexico
| | - Silvio Zaina
- Department of Medical Sciences, Division of Health Sciences, León Campus, University of Guanajuato, León, Gto, Mexico
| |
Collapse
|
20
|
Connecting the Dots Between Fatty Acids, Mitochondrial Function, and DNA Methylation in Atherosclerosis. Curr Atheroscler Rep 2017; 19:36. [PMID: 28735349 DOI: 10.1007/s11883-017-0673-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE OF REVIEW The quest for factors and mechanisms responsible for aberrant DNA methylation in human disease-including atherosclerosis-is a promising area of research. This review focuses on the role of fatty acids (FAs) as modulators of DNA methylation-in particular the role of mitochondrial beta-oxidation in FA-induced changes in DNA methylation during the progression of atherosclerosis. RECENT FINDINGS Recent publications have advanced the knowledge in all areas touched by this review: the causal role of lipids in shaping the DNA methylome, the associations between chronic degenerative disease and mitochondrial function, the lipid composition of the atheroma, and the relevance of DNA hypermethylation in atherosclerosis. Evidence is beginning to emerge, linking the dynamics of FA type abundance, mitochondrial function, and DNA methylation in the atheroma and systemically. In particular, this review highlights mitochondrial beta-oxidation as an important regulator of DNA methylation in metabolic disease. Despite the many questions still unanswered, this area of research promises to identify mechanisms and molecular factors that establish a pathological gene expression pattern in atherosclerosis.
Collapse
|
21
|
Barroso M, Handy DE, Castro R. The Link Between Hyperhomocysteinemia and Hypomethylation. JOURNAL OF INBORN ERRORS OF METABOLISM AND SCREENING 2017. [DOI: 10.1177/2326409817698994] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Affiliation(s)
- Madalena Barroso
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal
| | - Diane E. Handy
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Rita Castro
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal
- Department of Biochemistry and Human Biology, Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal
| |
Collapse
|
22
|
Lv YC, Tang YY, Zhang P, Wan W, Yao F, He PP, Xie W, Mo ZC, Shi JF, Wu JF, Peng J, Liu D, Cayabyab FS, Zheng XL, Tang XY, Ouyang XP, Tang CK. Histone Methyltransferase Enhancer of Zeste Homolog 2-Mediated ABCA1 Promoter DNA Methylation Contributes to the Progression of Atherosclerosis. PLoS One 2016; 11:e0157265. [PMID: 27295295 PMCID: PMC4905646 DOI: 10.1371/journal.pone.0157265] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Accepted: 05/26/2016] [Indexed: 01/08/2023] Open
Abstract
ATP-binding cassette transporter A1 (ABCA1) plays a critical role in maintaining cellular cholesterol homeostasis. The purpose of this study is to identify the molecular mechanism(s) underlying ABCA1 epigenetic modification and determine its potential impact on ABCA1 expression in macrophage-derived foam cell formation and atherosclerosis development. DNA methylation induced foam cell formation from macrophages and promoted atherosclerosis in apolipoprotein E-deficient (apoE−/−) mice. Bioinformatics analyses revealed a large CpG island (CGI) located in the promoter region of ABCA1. Histone methyltransferase enhancer of zeste homolog 2 (EZH2) downregulated ABCA1 mRNA and protein expression in THP-1 and RAW264.7 macrophage-derived foam cells. Pharmacological inhibition of DNA methyltransferase 1 (DNMT1) with 5-Aza-dC or knockdown of DNMT1 prevented the downregulation of macrophage ABCA1 expression, suggesting a role of DNA methylation in ABCA1 expression. Polycomb protein EZH2 induced DNMT1 expression and methyl-CpG-binding protein-2 (MeCP2) recruitment, and stimulated the binding of DNMT1 and MeCP2 to ABCA1 promoter, thereby promoting ABCA1 gene DNA methylation and atherosclerosis. Knockdown of DNMT1 inhibited EZH2-induced downregulation of ABCA1 in macrophages. Conversely, EZH2 overexpression stimulated DNMT1-induced ABCA1 gene promoter methylation and atherosclerosis. EZH2-induced downregulation of ABCA1 gene expression promotes foam cell formation and the development of atherosclerosis by DNA methylation of ABCA1 gene promoter.
Collapse
Affiliation(s)
- Yun-Cheng Lv
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
- Laboratory of Clinical Anatomy, University of South China, Hengyang, 421001, China
| | - Yan-Yan Tang
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, 410013, China
| | - Ping Zhang
- School of Electronics and Information Engineering, Hunan University of Science and Engineering, Yongzhou, Hunan, 425100, China
- School of Information Science and Engineering, Central South University, Changsha, Hunan, 410000, China
| | - Wei Wan
- Laboratory of Clinical Anatomy, University of South China, Hengyang, 421001, China
| | - Feng Yao
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Ping-Ping He
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Wei Xie
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Zhong-Cheng Mo
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Jin-Feng Shi
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Jian-Feng Wu
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Juan Peng
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Dan Liu
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
| | - Francisco S. Cayabyab
- Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Xi-Long Zheng
- Department of Biochemistry and Molecular Biology, The Libin Cardiovascular Institute of Alberta, The University of Calgary, Health Sciences Center, 3330 Hospital Dr NW, Calgary, Alberta, T2N 4N1, Canada
| | - Xiang-Yang Tang
- Laboratory of Clinical Anatomy, University of South China, Hengyang, 421001, China
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, WCI Suite C5018, 1701 Uppergate Drive, Atlanta, GA, 30322, United States of America
| | - Xin-Ping Ouyang
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
- * E-mail: (CKT); (XPOY)
| | - Chao-Ke Tang
- Institute of Cardiovascular Research, Key Laboratory for Atherosclerology of Hunan Province, Medical Research Center, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan, 421001, China
- * E-mail: (CKT); (XPOY)
| |
Collapse
|
23
|
de la Rocha C, Pérez-Mojica JE, León SZD, Cervantes-Paz B, Tristán-Flores FE, Rodríguez-Ríos D, Molina-Torres J, Ramírez-Chávez E, Alvarado-Caudillo Y, Carmona FJ, Esteller M, Hernández-Rivas R, Wrobel K, Wrobel K, Zaina S, Lund G. Associations between whole peripheral blood fatty acids and DNA methylation in humans. Sci Rep 2016; 6:25867. [PMID: 27181711 PMCID: PMC4867649 DOI: 10.1038/srep25867] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Accepted: 04/22/2016] [Indexed: 02/08/2023] Open
Abstract
Fatty acids (FA) modify DNA methylation in vitro, but limited information is available on whether corresponding associations exist in vivo and reflect any short-term effect of the diet. Associations between global DNA methylation and FAs were sought in blood from lactating infants (LI; n = 49) and adult males (AMM; n = 12) equally distributed across the three conventional BMI classes. AMM provided multiple samples at 2-hour intervals during 8 hours after either a single Western diet-representative meal (post-prandial samples) or no meal (fasting samples). Lipid/glucose profile, HDAC4 promoter and PDK4 5’UTR methylation were determined in AMM. Multiple regression analysis revealed that global (in LI) and both global and PDK4-specific DNA methylation (in AMM) were positively associated with eicosapentaenoic and arachidonic acid. HDAC4 methylation was inversely associated with arachidonic acid post-prandially in AMM. Global DNA methylation did not show any defined within-day pattern that would suggest a short-term response to the diet. Nonetheless, global DNA methylation was higher in normal weight subjects both post-prandially and in fasting and coincided with higher polyunsaturated relative to monounsaturated and saturated FAs. We show for the first time strong associations of DNA methylation with specific FAs in two human cohorts of distinct age, diet and postnatal development stage.
Collapse
Affiliation(s)
- Carmen de la Rocha
- Department of Genetic Engineering, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV) Irapuato Unit, 36821 Irapuato, Gto., Mexico
| | - J Eduardo Pérez-Mojica
- Department of Genetic Engineering, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV) Irapuato Unit, 36821 Irapuato, Gto., Mexico.,Department of Molecular Biomedicine, CINVESTAV Campus Zacatenco, Mexico D.F., Mexico
| | - Silvia Zenteno-De León
- Department of Genetic Engineering, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV) Irapuato Unit, 36821 Irapuato, Gto., Mexico
| | - Braulio Cervantes-Paz
- Department of Genetic Engineering, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV) Irapuato Unit, 36821 Irapuato, Gto., Mexico
| | - Fabiola E Tristán-Flores
- Department of Genetic Engineering, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV) Irapuato Unit, 36821 Irapuato, Gto., Mexico
| | - Dalia Rodríguez-Ríos
- Department of Genetic Engineering, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV) Irapuato Unit, 36821 Irapuato, Gto., Mexico
| | - Jorge Molina-Torres
- Department of Biochemistry and Biotechnology, CINVESTAV Irapuato Unit, 36821 Irapuato, Gto., Mexico
| | - Enrique Ramírez-Chávez
- Department of Biochemistry and Biotechnology, CINVESTAV Irapuato Unit, 36821 Irapuato, Gto., Mexico
| | - Yolanda Alvarado-Caudillo
- Department of Medical Sciences, Division of Health Sciences, León Campus, University of Guanajuato, Mexico
| | - F Javier Carmona
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | | | - Katarzyna Wrobel
- Department of Chemistry, Division of Natural and Exact Sciences, Guanajuato Campus, University of Guanajuato, Mexico
| | - Kazimierz Wrobel
- Department of Chemistry, Division of Natural and Exact Sciences, Guanajuato Campus, University of Guanajuato, Mexico
| | - Silvio Zaina
- Department of Medical Sciences, Division of Health Sciences, León Campus, University of Guanajuato, Mexico
| | - Gertrud Lund
- Department of Genetic Engineering, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV) Irapuato Unit, 36821 Irapuato, Gto., Mexico
| |
Collapse
|
24
|
Wang Z, Zhao J, Sun J, Nie S, Li K, Gao F, Zhang T, Duan S, Di Y, Huang Y, Gao X. Sex-dichotomous effects of NOS1AP promoter DNA methylation on intracranial aneurysm and brain arteriovenous malformation. Neurosci Lett 2016; 621:47-53. [PMID: 27080431 DOI: 10.1016/j.neulet.2016.04.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Revised: 04/08/2016] [Accepted: 04/08/2016] [Indexed: 11/16/2022]
Abstract
The goal of this study was to investigate the contribution of NOS1AP-promoter DNA methylation to the risk of intracranial aneurysm (IA) and brain arteriovenous malformation (BAVM) in a Han Chinese population. A total of 48 patients with IAs, 22 patients with BAVMs, and 26 control individuals were enrolled in the study. DNA methylation was tested using bisulfite pyrosequencing technology. We detected significantly higher DNA methylation levels in BAVM patients than in IA patients based on the multiple testing correction (CpG4-5 methylation: 5.86±1.04% vs. 4.37±2.64%, P=0.006). In women, CpG4-5 methylation levels were much lower in IA patients (3.64±1.97%) than in BAVM patients (6.11±1.20%, P<0.0001). However, in men, CpG1-3 methylation levels were much higher in the controls (6.92±0.78%) than in BAVM patients (5.99±0.70%, P=0.008). Additionally, there was a gender-based difference in CpG1 methylation within the controls (men vs. women: 5.75±0.50% vs. 4.99±0.53%, P=0.003) and BAVM patients (men vs. women: 4.70±0.74% vs. 5.50±0.87%, P=0.026). A subgroup analysis revealed significantly higher CpG3 methylation in patients who smoked than in those who did not (P=0.041). Our results suggested that gender modulated the interaction between NOS1AP promoter DNA methylation in IA and BAVM patients. Our results also confirmed that regular tobacco smoking was associated with increased NOS1AP methylation in humans. Additional studies with larger sample sizes are required to replicate and extend these findings.
Collapse
Affiliation(s)
- Zhepei Wang
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China
| | - Jikuang Zhao
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China
| | - Jie Sun
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China
| | - Sheng Nie
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China
| | - Keqing Li
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China
| | - Feng Gao
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China
| | - Tiefeng Zhang
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China
| | - Shiwei Duan
- Zhejiang provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Yazhen Di
- Department of Pediatric Rheumatoid Immunology, Ningbo Women and Children's Hospital, Ningbo, Zhejiang 315010, China
| | - Yi Huang
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China.
| | - Xiang Gao
- Department of Neurosurgery, Ningbo First Hospital, Ningbo Hospital of Zhejiang University, Ningbo, Zhejiang 315010, China.
| |
Collapse
|