1
|
Fang F, Andersen AM, Philibert R, Hancock DB. Epigenetic biomarkers for smoking cessation. ADDICTION NEUROSCIENCE 2023; 6:100079. [PMID: 37123087 PMCID: PMC10136056 DOI: 10.1016/j.addicn.2023.100079] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Cigarette smoking has been associated with epigenetic alterations that may be reversible upon cessation. As the most-studied epigenetic modification, DNA methylation is strongly associated with smoking exposure, providing a potential mechanism that links smoking to adverse health outcomes. Here, we reviewed the reversibility of DNA methylation in accessible peripheral tissues, mainly blood, in relation to cigarette smoking cessation and the utility of DNA methylation as a biomarker signature to differentiate current, former, and never smokers and to quantify time since cessation. We summarized thousands of differentially methylated Cytosine-Guanine (CpG) dinucleotides and regions associated with smoking cessation from candidate gene and epigenome-wide association studies, as well as the prediction accuracy of the multi-CpG predictors for smoking status. Overall, there is robust evidence for DNA methylation signature of cigarette smoking cessation. However, there are still gaps to fill, including (1) cell-type heterogeneity in measuring blood DNA methylation; (2) underrepresentation of non-European ancestry populations; (3) limited longitudinal data to quantitatively measure DNA methylation after smoking cessation over time; and (4) limited data to study the impact of smoking cessation on other epigenetic features, noncoding RNAs, and histone modifications. Epigenetic machinery provides promising biomarkers that can improve success in smoking cessation in the clinical setting. To achieve this goal, larger and more-diverse samples with longitudinal measures of a broader spectrum of epigenetic marks will be essential to developing a robust DNA methylation biomarker assay, followed by meeting validation requirements for the assay before being implemented as a clinically useful tool.
Collapse
Affiliation(s)
- Fang Fang
- GenOmics, Bioinformatics, and Translational Research Center, RTI International, 3040 East Cornwallis Road, P.O. Box 12194, Research Triangle Park, NC 27709, USA
| | - Allan M. Andersen
- Department of Psychiatry, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - Robert Philibert
- Department of Psychiatry, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
- Behavioral Diagnostics LLC, 2500 Crosspark Rd, Coralville, IA 52241, USA
- Department of Biomedical Engineering, 5601 Seamans Center for the Engineering Arts and Sciences, University of Iowa, Iowa City, IA 52242, USA
| | - Dana B. Hancock
- GenOmics, Bioinformatics, and Translational Research Center, RTI International, 3040 East Cornwallis Road, P.O. Box 12194, Research Triangle Park, NC 27709, USA
| |
Collapse
|
2
|
Parsons E, Rifas-Shiman SL, Bozack AK, Baccarelli AA, DeMeo DL, Hivert MF, Godderis L, Duca RC, Oken E, Cardenas A. Prenatal trimester-specific intake of micronutrients: global DNA methylation and hydroxymethylation at birth and persistence in childhood. J Dev Orig Health Dis 2023; 14:311-318. [PMID: 36515010 PMCID: PMC9998337 DOI: 10.1017/s2040174422000642] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The prenatal environment may program health and disease susceptibility via epigenetic mechanisms. We evaluated associations of maternal trimester-specific intake of micronutrients with global DNA methylation (%5mC) and 5-hydroxymethylation (%5hmC) at birth in cord blood and tested for persistence into childhood. We quantified global %5mC and %5hmC in cord blood cells (n = 434) and in leukocytes collected in early (n = 108) and mid-childhood (n = 390) from children in Project Viva, a pre-birth cohort from Boston, MA. Validated food frequency questionnaires estimated maternal first- and second-trimester intakes of vitamin B2, vitamin B6, vitamin B12, folate, betaine, choline, methionine, iron, and zinc. Mean (SD) cord blood %5mC and %5hmC was 5.62% (2.04) and 0.25% (0.15), respectively. Each μg increase in first-trimester B12 intake was associated with 0.002 lower %5hmC in cord blood (95% CI: -0.005, -0.0003), and this association persisted in early childhood (β = -0.007; 95% CI: -0.01, -0.001) but not mid-childhood. Second-trimester iron (mg) was associated with 0.01 lower %5mC (95% CI: -0.02, -0.002) and 0.001 lower %5hmC (95% CI: -0.01, -0.00001) in cord blood only. Increased second-trimester zinc (mg) intake was associated with 0.003 greater %5hmC in early childhood (β = 0.003; 95% CI: 0.0004, 0.006). Second-trimester folate was positively associated with %5hmC in early childhood only (β = 0.08, 95% CI: 0.003, 0.16). Associations did not survive multiple testing adjustment; future replication is needed. Trimester-specific nutrients may impact various sensitive windows of epigenetic programming some with lasting effects in childhood. Further research is needed to understand the role of gene-specific epigenetic changes and how global DNA methylation measures relate to child health.
Collapse
Affiliation(s)
- Ella Parsons
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Sheryl L. Rifas-Shiman
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Anne K. Bozack
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Andrea A. Baccarelli
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Dawn L. DeMeo
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Marie-France Hivert
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
- Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Lode Godderis
- Centre for Environment & Health, Department of Public Health & Primary Care, University of Leuven (KU Leuven), Belgium
- IDEWE, External service for prevention and protection at work, Heverlee, Belgium
| | - Radu-Corneliu Duca
- Centre for Environment & Health, Department of Public Health & Primary Care, University of Leuven (KU Leuven), Belgium
- Environmantal Hygiene and Biological Surveillance at the National Health Laboratory (LNS), Luxembourg
| | - Emily Oken
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Andres Cardenas
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
- Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
| |
Collapse
|
3
|
Characterization of methylation patterns associated with lifestyle factors and vitamin D supplementation in a healthy elderly cohort from Southwest Sweden. Sci Rep 2022; 12:12670. [PMID: 35879377 PMCID: PMC9310683 DOI: 10.1038/s41598-022-15924-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 07/01/2022] [Indexed: 11/08/2022] Open
Abstract
Numerous studies have shown that lifestyle factors, such as regular physical activity and vitamin D intake, may remarkably improve overall health and mental wellbeing. This is especially important in older adults whose vitamin D deficiency occurs with a high prevalence. This study aimed to examine the influence of lifestyle and vitamin D on global DNA methylation patterns in an elderly cohort in Southwest of Sweden. We also sought to examine the methylation levels of specific genes involved in vitamin D's molecular and metabolic activated pathways. We performed a genome wide methylation analysis, using Illumina Infinium DNA Methylation EPIC 850kBeadChip array, on 277 healthy individuals from Southwest Sweden at the age of 70–95. The study participants also answered queries on lifestyle, vitamin intake, heart medication, and estimated health. Vitamin D intake did not in general affect methylation patterns, which is in concert with other studies. However, when comparing the group of individuals taking vitamin supplements, including vitamin D, with those not taking supplements, a difference in methylation in the solute carrier family 25 (SCL25A24) gene was found. This confirms a previous finding, where changes in expression of SLC25A24 were associated with vitamin D treatment in human monocytes. The combination of vitamin D intake and high physical activity increased methylation of genes linked to regulation of vitamin D receptor pathway, the Wnt pathway and general cancer processes. To our knowledge, this is the first study detecting epigenetic markers associated with the combined effects of vitamin D supplementation and high physical activity. These results deserve to be further investigated in an extended, interventional study cohort, where also the levels of 25(OH)D3 can be monitored.
Collapse
|
4
|
Parker AC, Quinteros BI, Piccolo SR. The DNA methylation landscape of five pediatric-tumor types. PeerJ 2022; 10:e13516. [PMID: 35707123 PMCID: PMC9190670 DOI: 10.7717/peerj.13516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 05/09/2022] [Indexed: 01/17/2023] Open
Abstract
Fewer DNA mutations have been identified in pediatric tumors than in adult tumors, suggesting that alternative tumorigenic mechanisms, including aberrant DNA methylation, may play a prominent role. In one epigenetic process of regulating gene expression, methyl groups are attached at the 5-carbon of the cytosine ring, leading to 5-methylcytosine (5mC). In somatic cells, 5mC occurs mostly in CpG islands, which are often within promoter regions. In Wilms tumors and acute myeloid leukemias, increased levels of epigenetic silencing have been associated with worse patient outcomes. However, to date, researchers have studied methylation primarily in adult tumors and for specific genes-but not on a pan-pediatric cancer scale. We addressed these gaps first by aggregating methylation data from 309 noncancerous samples, establishing baseline expectations for each probe and gene. Even though these samples represent diverse, noncancerous tissue types and population ancestral groups, methylation levels were consistent for most genes. Second, we compared tumor methylation levels against the baseline values for 489 pediatric tumors representing five cancer types: Wilms tumors, clear cell sarcomas of the kidney, rhabdoid tumors, neuroblastomas, and osteosarcomas. Tumor hypomethylation was more common than hypermethylation, and as many as 41.7% of genes were hypomethylated in a given tumor, compared to a maximum of 34.2% for hypermethylated genes. However, in known oncogenes, hypermethylation was more than twice as common as in other genes. We identified 139 probes (31 genes) that were differentially methylated between at least one tumor type and baseline levels, and 32 genes that were differentially methylated across the pediatric tumor types. We evaluated whether genomic events and aberrant methylation were mutually exclusive but did not find evidence of this phenomenon.
Collapse
|
5
|
D'Addario C, Pucci M, Bellia F, Girella A, Sabatucci A, Fanti F, Vismara M, Benatti B, Ferrara L, Fasciana F, Celebre L, Viganò C, Elli L, Sergi M, Maccarrone M, Buzzelli V, Trezza V, Dell'Osso B. Regulation of oxytocin receptor gene expression in obsessive-compulsive disorder: a possible role for the microbiota-host epigenetic axis. Clin Epigenetics 2022; 14:47. [PMID: 35361281 PMCID: PMC8973787 DOI: 10.1186/s13148-022-01264-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 03/18/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Obsessive-compulsive disorder (OCD) is a prevalent and severe clinical condition. Robust evidence suggests a gene-environment interplay in its etiopathogenesis, yet the underlying molecular clues remain only partially understood. In order to further deepen our understanding of OCD, it is essential to ascertain how genes interact with environmental risk factors, a cross-talk that is thought to be mediated by epigenetic mechanisms. The human microbiota may be a key player, because bacterial metabolites can act as epigenetic modulators. We analyzed, in the blood and saliva of OCD subjects and healthy controls, the transcriptional regulation of the oxytocin receptor gene and, in saliva, also the different levels of major phyla. We also investigated the same molecular mechanisms in specific brain regions of socially isolated rats showing stereotyped behaviors reminiscent of OCD as well as short chain fatty acid levels in the feces of rats. RESULTS Higher levels of oxytocin receptor gene DNA methylation, inversely correlated with gene expression, were observed in the blood as well as saliva of OCD subjects when compared to controls. Moreover, Actinobacteria also resulted higher in OCD and directly correlated with oxytocin receptor gene epigenetic alterations. The same pattern of changes was present in the prefrontal cortex of socially-isolated rats, where also altered levels of fecal butyrate were observed at the beginning of the isolation procedure. CONCLUSIONS This is the first demonstration of an interplay between microbiota modulation and epigenetic regulation of gene expression in OCD, opening new avenues for the understanding of disease trajectories and for the development of new therapeutic strategies.
Collapse
Affiliation(s)
- Claudio D'Addario
- Faculty of Bioscience, University of Teramo, Teramo, Italy. .,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden. .,Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Via Renato Balzarini, 1, 64100, Teramo, Italy.
| | | | - Fabio Bellia
- Faculty of Bioscience, University of Teramo, Teramo, Italy
| | | | | | - Federico Fanti
- Faculty of Bioscience, University of Teramo, Teramo, Italy
| | - Matteo Vismara
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy
| | - Beatrice Benatti
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy
| | - Luca Ferrara
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy
| | - Federica Fasciana
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy
| | - Laura Celebre
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy
| | - Caterina Viganò
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy
| | - Luca Elli
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy
| | - Manuel Sergi
- Faculty of Bioscience, University of Teramo, Teramo, Italy
| | - Mauro Maccarrone
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.,European Center for Brain Research/Santa Lucia Foundation IRCCS, Rome, Italy
| | | | | | - Bernardo Dell'Osso
- Department of Mental Health, Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milano, Milano, Italy. .,Department of Psychiatry, Department of Biomedical and Clinical Sciences "Luigi Sacco", Psychiatry Unit 2, ASST Sacco-Fatebenefratelli, Via G.B. Grassi, 74, 20157, Milan, Italy.
| |
Collapse
|
6
|
Tost J. Current and Emerging Technologies for the Analysis of the Genome-Wide and Locus-Specific DNA Methylation Patterns. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1389:395-469. [DOI: 10.1007/978-3-031-11454-0_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
7
|
D'Addario C, Macellaro M, Bellia F, Benatti B, Annunzi E, Palumbo R, Conti D, Fasciana F, Vismara M, Varinelli A, Ferrara L, Celebre L, Viganò C, Dell'Osso B. In Search for Biomarkers in Obsessive-Compulsive Disorder: New Evidence on Saliva as a Practical Source of DNA to Assess Epigenetic Regulation. Curr Med Chem 2021; 29:5782-5791. [PMID: 34879796 DOI: 10.2174/0929867328666211208115536] [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] [Received: 08/24/2021] [Revised: 10/08/2021] [Accepted: 10/18/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Brain-Derived Neurotrophic Factor (BDNF) is a promising candidate biomarker in both the development and aetiology of different neuropsychiatric conditions, including obsessive-compulsive disorder (OCD). Most of the studies in the field have been carried out in blood cells, including peripheral blood mononucleated cells (PBMCs), although DNA of high quality can be easily isolated from saliva. OBJECTIVE The objective of this study was to evaluate the epigenetic regulation of the BDNF gene in the saliva of a clinical sample of OCD patients in order to assess this source as an alternative to blood. METHODS We first analyzed DNA methylation levels at BDNF in the saliva of subjects suffering from OCD (n= 50) and healthy controls (n=50). Then, we compared these data with the results previously obtained for the same genomic region in blood samples from the same patients and controls (CTRL). RESULTS Our preliminary data showed a significant reduction of 5mC levels at BDNF gene (OCD: 1.23 ± 0.45; CTRL: 1.85 ± 0.64; p < 0.0001) and a significant correlation between DNA methylation in PBMCs and saliva (Spearman r = 0.2788). CONCLUSION We support the perspective that saliva could be a possible, reliable source, and a substitute for blood, in search of epigenetic biomarkers in OCD.
Collapse
Affiliation(s)
| | - Monica Macellaro
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. Italy
| | | | - Beatrice Benatti
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. Italy
| | | | - Riccardo Palumbo
- Department of Neuroscience, Imaging and Clinical Sciences, Gabriele D'Annunzio University, Chieti. Italy
| | - Dario Conti
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. 0
| | - Federica Fasciana
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. 0
| | - Matteo Vismara
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. 0
| | - Alberto Varinelli
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. Italy
| | - Luca Ferrara
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. Italy
| | - Laura Celebre
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. Italy
| | - Caterina Viganò
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. Italy
| | - Bernardo Dell'Osso
- University of Milan, Department of Biomedical and Clinical Sciences Luigi Sacco, Milano. Italy
| |
Collapse
|
8
|
Menouni A, Duca RC, Berni I, Khouchoua M, Ghosh M, El Ghazi B, Zouine N, Lhilali I, Akroute D, Pauwels S, Creta M, Poels K, Hoet P, Vanoirbeeck J, Kestemont MP, Janssen P, Attwood TS, Godderis L, El Jaafari S. The Parental Pesticide and Offspring's Epigenome Study: Towards an Integrated Use of Human Biomonitoring of Exposure and Effect Biomarkers. TOXICS 2021; 9:332. [PMID: 34941766 PMCID: PMC8703387 DOI: 10.3390/toxics9120332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/30/2021] [Accepted: 11/24/2021] [Indexed: 11/16/2022]
Abstract
In Morocco, due to the lack of education and the presence of a counterfeit market, pesticides constitute a major problem to be addressed by occupational and environmental health agencies. This paper aims to introduce the PaPOE (Parental Pesticides and Offspring Epigenome) prospective study and its goals, to motivate the study rationale and design, and to examine comprehensively whether multi-residue exposure to commonly used pesticides could induce epigenetic alterations through the oxidative stress pathway. The PaPOE project includes a cross-sectional study assessing the occupational exposure among 300 farmworkers in Meknes, and initiates a birth cohort of 1000 pregnant women. Data and biological samples are collected among farmworkers, and throughout pregnancy, and at birth. Oxidative stress biomarkers include Glutathione, Malondialdehyde, and 8-OHdG. Global and gene-specific DNA methylation is assessed. The study began enrollment in 2019 and is ongoing. As of 30 June 2021, 300 farmworkers and 125 pregnant women have enrolled. The results are expected to showcase the importance of biomonitoring for understanding individual risks, and to identify a number of regions where DNA methylation status is altered in the pesticides-exposed population, paving the way for an integrated biomonitoring system in Morocco and Africa to assess environmental exposures and their long-term health consequences.
Collapse
Affiliation(s)
- Aziza Menouni
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
| | - Radu Corneliu Duca
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
- Unit of Environmental Hygiene and Biological Monitoring, Department of Health Protection, Laboratoire National de Santé (LNS), L-3555 Dudelange, Luxembourg
| | - Imane Berni
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
| | - Mohamed Khouchoua
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
| | - Manosij Ghosh
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
| | - Brahim El Ghazi
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
| | - Noura Zouine
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
| | - Ilham Lhilali
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
| | - Dina Akroute
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
| | - Sara Pauwels
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
| | - Matteo Creta
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
- Unit of Environmental Hygiene and Biological Monitoring, Department of Health Protection, Laboratoire National de Santé (LNS), L-3555 Dudelange, Luxembourg
| | - Katrien Poels
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
| | - Peter Hoet
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
| | - Jeroen Vanoirbeeck
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
| | - Marie-Paule Kestemont
- Louvain School of Management, Université Catholique de Louvain, 1348 Louvain-La-Neuve, Belgium;
| | - Paul Janssen
- Center for Statistics, Hasselt University, 3590 Hasselt, Belgium;
| | - Tara Sabo Attwood
- Department of Environmental and Global Health, University of Florida, Gainesville, FL 32611, USA;
| | - Lode Godderis
- Health and Environment Unit, Faculty of Medicine, KU Leuven, 3000 Leuven, Belgium; (R.C.D.); (M.G.); (S.P.); (M.C.); (K.P.); (P.H.); (J.V.); (L.G.)
- IDEWE, External Service for Prevention and Protection at Work, 3001 Heverlee, Belgium
| | - Samir El Jaafari
- Cluster of Competence Environment and Health, Moulay Ismail University, Meknes 50000, Morocco; (I.B.); (M.K.); (B.E.G.); (N.Z.); (I.L.); (D.A.); (S.E.J.)
| |
Collapse
|
9
|
Logie E, Van Puyvelde B, Cuypers B, Schepers A, Berghmans H, Verdonck J, Laukens K, Godderis L, Dhaenens M, Deforce D, Vanden Berghe W. Ferroptosis Induction in Multiple Myeloma Cells Triggers DNA Methylation and Histone Modification Changes Associated with Cellular Senescence. Int J Mol Sci 2021; 22:12234. [PMID: 34830117 PMCID: PMC8618106 DOI: 10.3390/ijms222212234] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 10/29/2021] [Accepted: 11/08/2021] [Indexed: 12/20/2022] Open
Abstract
Disease relapse and therapy resistance remain key challenges in treating multiple myeloma. Underlying (epi-)mutational events can promote myelomagenesis and contribute to multi-drug and apoptosis resistance. Therefore, compounds inducing ferroptosis, a form of iron and lipid peroxidation-regulated cell death, are appealing alternative treatment strategies for multiple myeloma and other malignancies. Both ferroptosis and the epigenetic machinery are heavily influenced by oxidative stress and iron metabolism changes. Yet, only a limited number of epigenetic enzymes and modifications have been identified as ferroptosis regulators. In this study, we found that MM1 multiple myeloma cells are sensitive to ferroptosis induction and epigenetic reprogramming by RSL3, irrespective of their glucocorticoid-sensitivity status. LC-MS/MS analysis revealed the formation of non-heme iron-histone complexes and altered expression of histone modifications associated with DNA repair and cellular senescence. In line with this observation, EPIC BeadChip measurements of significant DNA methylation changes in ferroptotic myeloma cells demonstrated an enrichment of CpG probes located in genes associated with cell cycle progression and senescence, such as Nuclear Receptor Subfamily 4 Group A member 2 (NR4A2). Overall, our data show that ferroptotic cell death is associated with an epigenomic stress response that might advance the therapeutic applicability of ferroptotic compounds.
Collapse
Affiliation(s)
- Emilie Logie
- Laboratory of Protein Science, Proteomics and Epigenetic Signaling (PPES) and Integrated Personalized and Precision Oncology Network (IPPON), Department of Biomedical Sciences, University of Antwerp, 2610 Wilrijk, Belgium; (E.L.); (H.B.)
| | - Bart Van Puyvelde
- Laboratory of Pharmaceutical Biotechnology, Proteomics and Mass Spectrometry Department, Ghent University, 9000 Ghent, Belgium; (B.V.P.); (M.D.); (D.D.)
| | - Bart Cuypers
- Biomedical Informatics Network Antwerp (Biomina), Department of Computer Science, University of Antwerp, 2610 Antwerp, Belgium; (B.C.); (K.L.)
| | - Anne Schepers
- Center of Medical Genetics, University of Antwerp & Antwerp University Hospital, 2650 Edegem, Belgium;
| | - Herald Berghmans
- Laboratory of Protein Science, Proteomics and Epigenetic Signaling (PPES) and Integrated Personalized and Precision Oncology Network (IPPON), Department of Biomedical Sciences, University of Antwerp, 2610 Wilrijk, Belgium; (E.L.); (H.B.)
| | - Jelle Verdonck
- Center for Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000 Leuven, Belgium; (J.V.); (L.G.)
| | - Kris Laukens
- Biomedical Informatics Network Antwerp (Biomina), Department of Computer Science, University of Antwerp, 2610 Antwerp, Belgium; (B.C.); (K.L.)
| | - Lode Godderis
- Center for Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000 Leuven, Belgium; (J.V.); (L.G.)
- IDEWE, External Service for Prevention and Protection at Work, 3001 Heverlee, Belgium
| | - Maarten Dhaenens
- Laboratory of Pharmaceutical Biotechnology, Proteomics and Mass Spectrometry Department, Ghent University, 9000 Ghent, Belgium; (B.V.P.); (M.D.); (D.D.)
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Proteomics and Mass Spectrometry Department, Ghent University, 9000 Ghent, Belgium; (B.V.P.); (M.D.); (D.D.)
| | - Wim Vanden Berghe
- Laboratory of Protein Science, Proteomics and Epigenetic Signaling (PPES) and Integrated Personalized and Precision Oncology Network (IPPON), Department of Biomedical Sciences, University of Antwerp, 2610 Wilrijk, Belgium; (E.L.); (H.B.)
| |
Collapse
|
10
|
Romanelli MN, Borgonetti V, Galeotti N. Dual BET/HDAC inhibition to relieve neuropathic pain: Recent advances, perspectives, and future opportunities. Pharmacol Res 2021; 173:105901. [PMID: 34547384 DOI: 10.1016/j.phrs.2021.105901] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/03/2021] [Accepted: 09/14/2021] [Indexed: 12/15/2022]
Abstract
Despite the intense research on developing new therapies for neuropathic pain states, available treatments have limited efficacy and unfavorable safety profiles. Epigenetic alterations have a great influence on the development of cancer and neurological diseases, as well as neuropathic pain. Histone acetylation has prevailed as one of the well investigated epigenetic modifications in these diseases. Altered spinal activity of histone deacetylase (HDAC) and Bromo and Extra terminal domain (BET) have been described in neuropathic pain models and restoration of these aberrant epigenetic modifications showed pain-relieving activity. Over the last decades HDACs and BETs have been the focus of drug discovery studies, leading to the development of numerous small-molecule inhibitors. Clinical trials to evaluate their anticancer activity showed good efficacy but raised toxicity concerns that limited translation to the clinic. To maximize activity and minimize toxicity, these compounds can be applied in combination of sub-maximal doses to produce additive or synergistic interactions (combination therapy). Recently, of particular interest, dual BET/HDAC inhibitors (multi-target drugs) have been developed to assure simultaneous modulation of BET and HDAC activity by a single molecule. This review will summarize the most recent advances with these strategies, describing advantages and limitations of single drug treatment vs combination regimens. This review will also provide a focus on dual BET/HDAC drug discovery investigations as future therapeutic opportunity for human therapy of neuropathic pain.
Collapse
Affiliation(s)
- Maria Novella Romanelli
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Section of Pharmaceutical and Nutraceutical Sciences, University of Florence, Via Ugo Schiff 6, 50019 Sesto Fiorentino, Italy
| | - Vittoria Borgonetti
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Section of Pharmacology and Toxicology, University of Florence, Viale G. Pieraccini 6, 50139 Florence, Italy
| | - Nicoletta Galeotti
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Section of Pharmacology and Toxicology, University of Florence, Viale G. Pieraccini 6, 50139 Florence, Italy.
| |
Collapse
|
11
|
Childebayeva A, Harman T, Weinstein J, Day T, Brutsaert TD, Bigham AW. Genome-Wide DNA Methylation Changes Associated With High-Altitude Acclimatization During an Everest Base Camp Trek. Front Physiol 2021; 12:660906. [PMID: 34262470 PMCID: PMC8273439 DOI: 10.3389/fphys.2021.660906] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 05/04/2021] [Indexed: 12/30/2022] Open
Abstract
The individual physiological response to high-altitude hypoxia involves both genetic and non-genetic factors, including epigenetic modifications. Epigenetic changes in hypoxia factor pathway (HIF) genes are associated with high-altitude acclimatization. However, genome-wide epigenetic changes that are associated with short-term hypoxia exposure remain largely unknown. We collected a series of DNA samples from 15 participants of European ancestry trekking to Everest Base Camp to identify DNA methylation changes associated with incremental altitude ascent. We determined genome-wide DNA methylation levels using the Illumina MethylationEPIC chip comparing two altitudes: baseline 1,400 m (day 0) and elevation 4,240 m (day 7). The results of our epigenome-wide association study revealed 2,873 significant differentially methylated positions (DMPs) and 361 significant differentially methylated regions (DMRs), including significant positions and regions in hypoxia inducible factor (HIF) and the renin–angiotensin system (RAS) pathways. Our pathway enrichment analysis identified 95 significant pathways including regulation of glycolytic process (GO:0006110), regulation of hematopoietic stem cell differentiation (GO:1902036), and regulation of angiogenesis (GO:0045765). Lastly, we identified an association between the ACE gene insertion/deletion (I/D) polymorphism and oxygen saturation, as well as average ACE methylation. These findings shed light on the genes and pathways experiencing the most epigenetic change associated with short-term exposure to hypoxia.
Collapse
Affiliation(s)
- Ainash Childebayeva
- Department of Anthropology, University of Michigan, Ann Arbor, MI, United States.,Department of Environmental Sciences, School of Public Health, Ann Arbor, MI, United States.,Department of Archaeogenetics, Max Planck Institute for the Study of Human History, Jena, Germany
| | - Taylor Harman
- Department of Anthropology, Syracuse University, Syracuse, NY, United States
| | - Julien Weinstein
- Department of Anthropology, University of Michigan, Ann Arbor, MI, United States
| | - Trevor Day
- Department of Biology, Mount Royal University, Calgary, AB, Canada
| | - Tom D Brutsaert
- Department of Exercise Science, Syracuse University, Syracuse, NY, United States
| | - Abigail W Bigham
- Department of Anthropology, University of California, Los Angeles, Los Angeles, CA, United States
| |
Collapse
|
12
|
Fernandes SB, Grova N, Roth S, Duca RC, Godderis L, Guebels P, Mériaux SB, Lumley AI, Bouillaud-Kremarik P, Ernens I, Devaux Y, Schroeder H, Turner JD. N 6-Methyladenine in Eukaryotic DNA: Tissue Distribution, Early Embryo Development, and Neuronal Toxicity. Front Genet 2021; 12:657171. [PMID: 34108991 PMCID: PMC8181416 DOI: 10.3389/fgene.2021.657171] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 04/12/2021] [Indexed: 01/09/2023] Open
Abstract
DNA methylation is one of the most important epigenetic modifications and is closely related with several biological processes such as regulation of gene transcription and the development of non-malignant diseases. The prevailing dogma states that DNA methylation in eukaryotes occurs essentially through 5-methylcytosine (5mC) but recently adenine methylation was also found to be present in eukaryotes. In mouse embryonic stem cells, 6-methyladenine (6mA) was associated with the repression and silencing of genes, particularly in the X-chromosome, known to play an important role in cell fate determination. Here, we have demonstrated that 6mA is a ubiquitous eukaryotic epigenetic modification that is put in place during epigenetically sensitive periods such as embryogenesis and fetal development. In somatic cells there are clear tissue specificity in 6mA levels, with the highest 6mA levels being observed in the brain. In zebrafish, during the first 120 h of embryo development, from a single pluripotent cell to an almost fully formed individual, 6mA levels steadily increase. An identical pattern was observed over embryonic days 7–21 in the mouse. Furthermore, exposure to a neurotoxic environmental pollutant during the same early life period may led to a decrease in the levels of this modification in female rats. The identification of the periods during which 6mA epigenetic marks are put in place increases our understanding of this mammalian epigenetic modification, and raises the possibility that it may be associated with developmental processes.
Collapse
Affiliation(s)
- Sara B Fernandes
- Immune Endocrine Epigenetics Research Group, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg.,Faculty of Science, Technology and Medicine, University of Luxembourg, Belval, Luxembourg
| | - Nathalie Grova
- Immune Endocrine Epigenetics Research Group, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg.,Calbinotox, EA7488, Faculty of Science and Technology, University of Lorraine, Vandoeuvre-lès-Nancy, France
| | - Sarah Roth
- Immune Endocrine Epigenetics Research Group, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg
| | - Radu Corneliu Duca
- Unit Environmental Hygiene and Human Biological Monitoring, Department of Health Protection, National Health Laboratory (LNS), Dudelange, Luxembourg.,Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
| | - Lode Godderis
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium.,IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium
| | - Pauline Guebels
- Immune Endocrine Epigenetics Research Group, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg
| | - Sophie B Mériaux
- Immune Endocrine Epigenetics Research Group, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg
| | - Andrew I Lumley
- Cardiovascular Research Unit, Department of Public Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | | | - Isabelle Ernens
- Cardiovascular Research Unit, Department of Public Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Public Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Henri Schroeder
- Calbinotox, EA7488, Faculty of Science and Technology, University of Lorraine, Vandoeuvre-lès-Nancy, France
| | - Jonathan D Turner
- Immune Endocrine Epigenetics Research Group, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg
| |
Collapse
|
13
|
Li S, Tollefsbol TO. DNA methylation methods: Global DNA methylation and methylomic analyses. Methods 2020; 187:28-43. [PMID: 33039572 DOI: 10.1016/j.ymeth.2020.10.002] [Citation(s) in RCA: 107] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 10/02/2020] [Accepted: 10/05/2020] [Indexed: 12/13/2022] Open
Abstract
DNA methylation provides a pivotal layer of epigenetic regulation in eukaryotes that has significant involvement for numerous biological processes in health and disease. The function of methylation of cytosine bases in DNA was originally proposed as a "silencing" epigenetic marker and focused on promoter regions of genes for decades. Improved technologies and accumulating studies have been extending our understanding of the roles of DNA methylation to various genomic contexts including gene bodies, repeat sequences and transcriptional start sites. The demand for comprehensively describing DNA methylation patterns spawns a diversity of DNA methylation profiling technologies that target its genomic distribution. These approaches have enabled the measurement of cytosine methylation from specific loci at restricted regions to single-base-pair resolution on a genome-scale level. In this review, we discuss the different DNA methylation analysis technologies primarily based on the initial treatments of DNA samples: bisulfite conversion, endonuclease digestion and affinity enrichment, involving methodology evolution, principles, applications, and their relative merits. This review may offer referable information for the selection of various platforms for genome-wide analysis of DNA methylation.
Collapse
Affiliation(s)
- Shizhao Li
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL, United States.
| | - Trygve O Tollefsbol
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL, United States; Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, United States; Nutrition Obesity Research Center, University of Alabama at Birmingham, Birmingham, AL, United States; Comprehensive Center for Healthy Aging, University of Alabama at Birmingham, Birmingham, AL, United States; Comprehensive Diabetes Center, University of Alabama at Birmingham, Birmingham, AL, United States.
| |
Collapse
|
14
|
de Menezes VCB, Siqueira ECD, Costa SFDS, de Souza FTA, de Souza RP, Gomez RS, Gomes CC. Effects of aging on DNA hydroxymethylation and methylation in human dental follicles. Arch Oral Biol 2020; 118:104856. [PMID: 32763471 DOI: 10.1016/j.archoralbio.2020.104856] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 06/22/2020] [Accepted: 07/23/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Despite the high frequency of impacted teeth and increased frequency of lesions in dental follicles (DF) with aging, DF age-changes remain unclear. We compared the global methylation and hydroxymethylation profiles in DF in relation to age. DESIGN DF associated with impacted lower third molars were obtained from 59 individuals. Global DNA methylation (5mC content) and hydroxymethylation (5hmC) were evaluated by ELISA. We tested the correlation between 5mC and 5hmC content, and the correlation of each with patients' age. The differences in age, 5mC, and 5hmC in DF from men/women, and location (left/right mandible) was tested. RESULTS The mean age of the 59 individuals was 19.56 ± 3.92, ranging from 13 to 31 years, and most were women (n = 39). 5hmC content and age up to 19 years were inversely correlated (Spearman's correlation coefficient=-0.552, p = 0.0003, n = 38). There was no relationship between 5hmC and 5mC content. There was no difference in the medians of age (p = 0.25), 5hmC (p = 0.33) and 5mC (p = 0.86) between men/women, nor in the medians of age (p = 0.39), 5hmC (p = 0.99) and 5mC (p = 0.22) between the left/right side of the tooth extraction. CONCLUSION An inverse correlation between 5hmC and age was established, with no correlation between 5mC and 5hmC content in DF. The biological meaning of such a decrease of global DNA hydroxymethylation with age in DF remains to be clarified.
Collapse
Affiliation(s)
- Vinícius César Barbosa de Menezes
- Department of Oral Surgery and Pathology, Universidade Federal de Minas Gerais (UFMG), Av. Presidente Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, CEP: 31270-901, Brazil.
| | - Elisa Carvalho de Siqueira
- Department of Pathology, Biological Sciences Institute, Universidade Federal de Minas Gerais (UFMG), Av. Presidente Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, CEP: 31270-901, Brazil.
| | - Sara Ferreira Dos Santos Costa
- Department of Oral Surgery and Pathology, Universidade Federal de Minas Gerais (UFMG), Av. Presidente Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, CEP: 31270-901, Brazil.
| | - Fabrício Tinôco Alvim de Souza
- Department of Oral Surgery and Pathology, Universidade Federal de Minas Gerais (UFMG), Av. Presidente Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, CEP: 31270-901, Brazil.
| | - Renan Pedra de Souza
- Grupo de Pesquisa em Bioestatística e Epidemiologia Molecular, Department of Genetics, Ecology and Evolution,Biological Sciences Institute, Universidade Federal de Minas Gerais (UFMG), Av. Presidente Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, CEP: 31270-901, Brazil.
| | - Ricardo Santiago Gomez
- Department of Oral Surgery and Pathology, Universidade Federal de Minas Gerais (UFMG), Av. Presidente Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, CEP: 31270-901, Brazil.
| | - Carolina Cavaliéri Gomes
- Department of Pathology, Biological Sciences Institute, Universidade Federal de Minas Gerais (UFMG), Av. Presidente Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, CEP: 31270-901, Brazil.
| |
Collapse
|
15
|
Roque-Jiménez JA, Mendoza-Martínez GD, Vázquez-Valladolid A, Guerrero-González MDLL, Flores-Ramírez R, Pinos-Rodriguez JM, Loor JJ, Relling AE, Lee-Rangel HA. Supplemental Herbal Choline Increases 5-hmC DNA on Whole Blood from Pregnant Ewes and Offspring. Animals (Basel) 2020; 10:ani10081277. [PMID: 32727060 PMCID: PMC7460248 DOI: 10.3390/ani10081277] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 07/21/2020] [Accepted: 07/24/2020] [Indexed: 11/24/2022] Open
Abstract
Simple Summary DNA hydroxymethylation (5-hmC) is an epigenetic mechanism that modifies the five positions of cytosine through the addition of a hydroxymethyl group to DNA. In the last decade, the use of herbal products, marketed as dietary supplements or “nutraceuticals” in some countries, has increased rapidly; however, there is a lack of evidence on the extent to which formulas used during pregnancy cause epigenetic changes in the fetus. The aim of this study was to characterize the effects of supplementing an herbal choline source (BCho) on 5-hmC DNA in whole blood from gestating ewes and their offspring. Such data would provide evidence of nutritional programming effects. Abstract Herbal formulas during pregnancy have been used in developing countries. Despite that, the potential effects on the mother and offspring and whether those supplements elicit epigenetic modifications is still unknown. Therefore, our objectives were to determine the effects of supplemental herbal choline source (BCho) on the percentage of 5-hmC in whole blood from gestating ewes and their offspring, as well as determining the milk quality and growth of the offspring. Thirty-five gestating Rambouillet ewes were randomly assigned to five treatments: T1, supplementation of 4 g per day (gd−1) of BCho during the first third of gestation; T2, supplementation of 4 gd−1 of BCho during the second third of gestation; T3, supplementation of 4 gd−1 of BCho during the last third of gestation; T4, supplementation of 4 gd−1 of BCho throughout gestation; and T5, no BCho supplementation (control). For the 5-hmC DNA analysis, whole blood from ewes was sampled before pregnancy and at each third of gestation (50 days). Whole blood from lambs was sampled five weeks after birth. The evaluation of the nutritional programming effects was conducted through the percentages of 5-hmC in the lambs. Compared with other treatments, the whole blood from ewes supplemented during T1 and T4 had the greatest 5-hmC percentages (p < 0.05). However, only ewes fed BCho throughout gestation (T4) maintained the greatest percentages of 5-hmC (p < 0.05). The lamb growth performance indicated that the BCho maternal supplementation did not affect the nutritional programming. However, the lambs born from ewes supplemented during T2 had the greatest 5-hmC percentages (p < 0.05). Our data suggest that ewes supplemented during T4 with BCho increase and maintain the percentages of 5-hmC in whole blood, and the offspring born from ewes supplemented with BCho during T2 maintained the greatest percentages of 5-hmC 35 d after they were born.
Collapse
Affiliation(s)
- José Alejandro Roque-Jiménez
- Facultad de Agronomía y Veterinaria, Universidad Autonoma de San Luis Potosí, Carretera Federal 57 Km 14.5, Ejido Palma de la Cruz, Soledad de Graciano Sánchez, San Luis Potosí 78321, Mexico; (J.A.R.-J.); (A.V.-V.); (M.d.l.L.G.-G.)
| | | | - Anayeli Vázquez-Valladolid
- Facultad de Agronomía y Veterinaria, Universidad Autonoma de San Luis Potosí, Carretera Federal 57 Km 14.5, Ejido Palma de la Cruz, Soledad de Graciano Sánchez, San Luis Potosí 78321, Mexico; (J.A.R.-J.); (A.V.-V.); (M.d.l.L.G.-G.)
| | - María de la Luz Guerrero-González
- Facultad de Agronomía y Veterinaria, Universidad Autonoma de San Luis Potosí, Carretera Federal 57 Km 14.5, Ejido Palma de la Cruz, Soledad de Graciano Sánchez, San Luis Potosí 78321, Mexico; (J.A.R.-J.); (A.V.-V.); (M.d.l.L.G.-G.)
| | - Rogelio Flores-Ramírez
- Centro de Investigación Aplicada en Ambiente y Salud, CIACYT—Medicina, Universidad Autonoma de San Luis Potosí, Lomas de San Luis 78210, Mexico;
| | | | - Juan J. Loor
- Department of Animal Sciences, Division of Nutritional Sciences, University of Illinois, 262 Animal Sciences Laboratory, Urbana, IL 61801, USA;
| | - Alejandro Enrique Relling
- Department of Animal Science, The Ohio State University, Ohio Agricultural Research and Development Center (OARDC), Wooster, OH 44691, USA;
| | - Héctor Aarón Lee-Rangel
- Facultad de Agronomía y Veterinaria, Universidad Autonoma de San Luis Potosí, Carretera Federal 57 Km 14.5, Ejido Palma de la Cruz, Soledad de Graciano Sánchez, San Luis Potosí 78321, Mexico; (J.A.R.-J.); (A.V.-V.); (M.d.l.L.G.-G.)
- Correspondence: ; Tel.: +52-444-852-4056
| |
Collapse
|
16
|
Kader F, Ghai M, Zhou M. Ethnicity, age and disease-associated variation in body fluid-specific CpG sites in a diverse South African cohort. Forensic Sci Int 2020; 314:110372. [PMID: 32623090 DOI: 10.1016/j.forsciint.2020.110372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 06/12/2020] [Accepted: 06/14/2020] [Indexed: 12/11/2022]
Abstract
Tissue-specific differential DNA methylation has been an attractive target for the development of markers for discrimination of body fluids found at crime scenes. Though mostly stable, DNA methylation patterns have been shown to vary between different ethnic groups, in different age groups as well as between healthy and diseased individuals. To the best of our knowledge, none of the markers for body fluid identification have been applied to different ethnic groups to ascertain if variability exists. In the present study, saliva and blood were collected to determine the effects of ethnicity (Blacks, Whites, Coloureds and Indians), age (20-30 years, 40-50years and above 60 years) and diabetes on methylation profiles of potential saliva- and blood-specific DMSs. Both DMSs were previously shown to exhibit hypermethylation in their target body fluids at single CpG sites, however in the present study, additional CpG sites flanking the reported sites were also screened. Bisulfite sequencing revealed that Coloureds showed highest methylation levels for both body fluids, and blacks displayed significant differences between other ethnic groups in the blood-specific CpG sites. A decline in methylation for both potential DMRs was observed with increasing age. Heavily methylated CpG sites in different ethnic groups and previously reported DMSs displayed hypomethylation with increasing age and disease status. Diabetic status did not show any significant difference in methylation when compared to healthy counterparts. Thus, the use of methylation markers for forensics needs thorough investigation of influence of external factors and ideally, several CpG sites should be co-analysed instead of a single DMS.
Collapse
Affiliation(s)
- Farzeen Kader
- School of Life Sciences, University of KwaZulu-Natal, Westville Campus, Durban, South Africa.
| | - Meenu Ghai
- School of Life Sciences, University of KwaZulu-Natal, Westville Campus, Durban, South Africa.
| | - Marvellous Zhou
- South African Sugarcane Research Institute, Mount Edgecombe, Durban, South Africa; University of KwaZulu-Natal, Scottsville, Pietermaritzburg, South Africa.
| |
Collapse
|
17
|
Gosselt HR, Griffioen PH, van Zelst BD, Oosterom N, de Jonge R, Heil SG. Global DNA (hydroxy)methylation is stable over time under several storage conditions and temperatures. Epigenetics 2020; 16:45-53. [PMID: 32614650 PMCID: PMC7889142 DOI: 10.1080/15592294.2020.1786318] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Background: Epigenetic markers are often quantified and related to disease in stored samples. While, effects of storage on stability of these markers have not been thoroughly examined. In this longitudinal study, we investigated the influence of storage time, material, temperature, and freeze-thaw cycles on stability of global DNA (hydroxy)methylation. Methods: EDTA blood was collected from 90 individuals. Blood (n = 30, group 1) and extracted DNA (n = 30, group 2) were stored at 4°C, −20°C and −80°C for 0, 1 (endpoint blood 4°C), 6, 12 or 18 months. Additionally, freeze-thaw cycles of blood and DNA samples (n = 30, group 3) were performed over three days. Global DNA methylation and hydroxymethylation (mean ± SD) were quantified using liquid chromatography–electrospray ionization–tandem mass spectrometry (LC-ESI-MS/MS) with between-run precision of 2.8% (methylation) and 6.3% (hydroxymethylation). Effects on stability were assessed using linear mixed models. Results: global DNA methylation was stable over 18 months in blood at −20°C and −80°C and DNA at 4°C and −80°C. However, at 18 months DNA methylation from DNA stored at −20°C relatively decreased −6.1% compared to baseline. Global DNA hydroxymethylation was more stable in DNA samples compared to blood, independent of temperature (p = 0.0131). Stability of global DNA methylation and hydroxymethylation was not affected up to three freeze – thaw cycles. Conclusion: Global DNA methylation and hydroxymethylation stored as blood and DNA can be used for epigenetic studies. The relevance of small differences occuring during storage depend on the expected effect size and research question.
Collapse
Affiliation(s)
- Helen R Gosselt
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam , Rotterdam, The Netherlands.,Department of Clinical Chemistry, Amsterdam Gastroenterology and Metabolism, Amsterdam UMC, Vrije Universiteit Amsterdam , Amsterdam, The Netherlands
| | - Pieter H Griffioen
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam , Rotterdam, The Netherlands
| | - Bertrand D van Zelst
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam , Rotterdam, The Netherlands
| | - Natanja Oosterom
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam , Rotterdam, The Netherlands
| | - Robert de Jonge
- Department of Clinical Chemistry, Amsterdam Gastroenterology and Metabolism, Amsterdam UMC, Vrije Universiteit Amsterdam , Amsterdam, The Netherlands
| | - Sandra G Heil
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam , Rotterdam, The Netherlands
| |
Collapse
|
18
|
Polli A, Godderis L, Ghosh M, Ickmans K, Nijs J. Epigenetic and miRNA Expression Changes in People with Pain: A Systematic Review. THE JOURNAL OF PAIN 2020; 21:763-780. [DOI: 10.1016/j.jpain.2019.12.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 09/30/2019] [Accepted: 12/02/2019] [Indexed: 01/13/2023]
|
19
|
Ferrucci L, Gonzalez‐Freire M, Fabbri E, Simonsick E, Tanaka T, Moore Z, Salimi S, Sierra F, de Cabo R. Measuring biological aging in humans: A quest. Aging Cell 2020; 19:e13080. [PMID: 31833194 PMCID: PMC6996955 DOI: 10.1111/acel.13080] [Citation(s) in RCA: 412] [Impact Index Per Article: 82.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 10/22/2019] [Accepted: 10/27/2019] [Indexed: 12/16/2022] Open
Abstract
The global population of individuals over the age of 65 is growing at an unprecedented rate and is expected to reach 1.6 billion by 2050. Most older individuals are affected by multiple chronic diseases, leading to complex drug treatments and increased risk of physical and cognitive disability. Improving or preserving the health and quality of life of these individuals is challenging due to a lack of well-established clinical guidelines. Physicians are often forced to engage in cycles of "trial and error" that are centered on palliative treatment of symptoms rather than the root cause, often resulting in dubious outcomes. Recently, geroscience challenged this view, proposing that the underlying biological mechanisms of aging are central to the global increase in susceptibility to disease and disability that occurs with aging. In fact, strong correlations have recently been revealed between health dimensions and phenotypes that are typical of aging, especially with autophagy, mitochondrial function, cellular senescence, and DNA methylation. Current research focuses on measuring the pace of aging to identify individuals who are "aging faster" to test and develop interventions that could prevent or delay the progression of multimorbidity and disability with aging. Understanding how the underlying biological mechanisms of aging connect to and impact longitudinal changes in health trajectories offers a unique opportunity to identify resilience mechanisms, their dynamic changes, and their impact on stress responses. Harnessing how to evoke and control resilience mechanisms in individuals with successful aging could lead to writing a new chapter in human medicine.
Collapse
Affiliation(s)
- Luigi Ferrucci
- Translational Gerontology BranchBiomedical Research CenterNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
| | - Marta Gonzalez‐Freire
- Translational Gerontology BranchBiomedical Research CenterNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
| | - Elisa Fabbri
- Translational Gerontology BranchBiomedical Research CenterNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
- Department of Medical and Surgical SciencesUniversity of BolognaBolognaItaly
| | - Eleanor Simonsick
- Translational Gerontology BranchBiomedical Research CenterNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
| | - Toshiko Tanaka
- Translational Gerontology BranchBiomedical Research CenterNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
| | - Zenobia Moore
- Translational Gerontology BranchBiomedical Research CenterNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
| | - Shabnam Salimi
- Department of Epidemiology and Public HealthUniversity of Maryland School of MedicineBaltimoreMDUSA
| | - Felipe Sierra
- Division of Aging BiologyNational Institute on AgingNIHBethesdaMDUSA
| | - Rafael de Cabo
- Translational Gerontology BranchBiomedical Research CenterNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
| |
Collapse
|
20
|
Johnson ND, Huang L, Li R, Li Y, Yang Y, Kim HR, Grant C, Wu H, Whitsel EA, Kiel DP, Baccarelli AA, Jin P, Murabito JM, Conneely KN. Age-related DNA hydroxymethylation is enriched for gene expression and immune system processes in human peripheral blood. Epigenetics 2019; 15:294-306. [PMID: 31506003 DOI: 10.1080/15592294.2019.1666651] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
DNA methylation (DNAm) has a well-established association with age in many tissues, including peripheral blood mononuclear cells (PBMCs). Compared to DNAm, the closely related epigenetic modification known as DNA hydroxymethylation (DNAhm) was much more recently discovered in mammals. Preliminary investigations have observed a positive correlation between gene body DNAhm and cis-gene expression. While some of these studies have observed an association between age and global DNAhm, none have investigated region-specific age-related DNAhm in human blood samples. In this study, we investigated DNAhm and gene expression in PBMCs of 10 young and 10 old, healthy female volunteers. Thousands of regions were differentially hydroxymethylated in the old vs. young individuals in gene bodies, exonic regions, enhancers, and promoters. Consistent with previous work, we observed directional consistency between age-related differences in DNAhm and gene expression. Further, age-related DNAhm and genes with high levels of DNAhm were enriched for immune system processes which may support a role of age-related DNAhm in immunosenescence.
Collapse
Affiliation(s)
- Nicholas D Johnson
- Department of Human Genetics, Emory University, Atlanta, GA, USA.,Population Biology, Ecology, and Evolution Program, Emory University, Atlanta, GA, USA
| | - Luoxiu Huang
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Ronghua Li
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Yun Li
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA.,Department of Biostatistics, Department of Computer Science, University of North Carolina, Chapel Hill, NC, USA
| | - Yuchen Yang
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
| | - Hye Rim Kim
- Department of Human Genetics, Emory University, Atlanta, GA, USA.,Cancer Biology Graduate Program, Emory University, Atlanta, GA, USA
| | - Crystal Grant
- Department of Human Genetics, Emory University, Atlanta, GA, USA.,Genetics and Molecular Biology Graduate Program, Emory University, Atlanta, GA, USA
| | - Hao Wu
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA
| | - Eric A Whitsel
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA.,Department of Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Douglas P Kiel
- Hebrew SeniorLife, Department of Medicine Beth Israel Deaconess Medical Center and Harvard Medical School, Hinda and Arthur Marcus Institute for Aging Research, Boston, MA, USA
| | - Andrea A Baccarelli
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Peng Jin
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Joanne M Murabito
- National Heart Lung and Blood Institute's and Boston University's Framingham Heart Study, Framingham, MA, USA.,Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Karen N Conneely
- Department of Human Genetics, Emory University, Atlanta, GA, USA.,Population Biology, Ecology, and Evolution Program, Emory University, Atlanta, GA, USA
| |
Collapse
|
21
|
Laubach ZM, Perng W, Cardenas A, Rifas-Shiman SL, Oken E, DeMeo D, Litonjua AA, Duca RC, Godderis L, Baccarelli A, Hivert MF. Socioeconomic status and DNA methylation from birth through mid-childhood: a prospective study in Project Viva. Epigenomics 2019; 11:1413-1427. [PMID: 31509016 PMCID: PMC6802709 DOI: 10.2217/epi-2019-0040] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 06/20/2018] [Indexed: 12/28/2022] Open
Abstract
Aim: We investigated associations of prenatal socioeconomic status (SES) with DNA methylation at birth, and to explore persistence of associations into early (∼3 years) and mid-childhood (∼7 years) among 609 mother-child pairs in a Boston-area prebirth cohort. Materials & methods: First, we created a prenatal SES index comprising individual- and neighborhood-level metrics and examined associations of low (lowest 10%) versus high (upper 90%) SES with genome-wide DNA methylation in cord blood via the Infinium HumanMethylation450 BeadChip. Next, we evaluated persistence of associations detected in cord blood with DNA methylation of the same CpG sites measured in peripheral leukocytes in early- and mid-childhood. Results & conclusion: Low prenatal SES was associated with methylation at CpG sites near ACSF3, TNRC6C-AS1, MTMR4 and LRRN4. The relationship with LRRN4 persisted into early childhood.
Collapse
Affiliation(s)
- Zachary M Laubach
- Department of Integrative Biology, Michigan State University, East Lansing, MI 48823, USA
| | - Wei Perng
- Department of Epidemiology, Colorado School of Public Health, Anschutz Medical Center, Aurora, CO 80045, USA
| | - Andres Cardenas
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA 94720, USA
| | - Sheryl L Rifas-Shiman
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
| | - Emily Oken
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Dawn DeMeo
- Center for Chest Diseases, Brigham & Women's Hospital, Boston, MA 02115, USA
| | - Augusto A Litonjua
- Division of Pediatric Pulmonary Medicine, Golisano Children's Hospital at Strong, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Radu-Corneliu Duca
- Centre for Environment & Health, Department of Public Health & Primary Care, University of Leuven (KU Leuven), 3000, Belgium
| | - Lode Godderis
- Centre for Environment & Health, Department of Public Health & Primary Care, University of Leuven (KU Leuven), 3000, Belgium
- IDEWE, External Service for Prevention at Protection at Work, Heverlee, 3001, Belgium
| | - Andrea Baccarelli
- Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY 10032, USA
| | - Marie-France Hivert
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
| |
Collapse
|
22
|
Slynko A, Benner A. Statistical methods for classification of 5hmC levels based on the Illumina Inifinium HumanMethylation450 (450k) array data, under the paired bisulfite (BS) and oxidative bisulfite (oxBS) treatment. PLoS One 2019; 14:e0218103. [PMID: 31194780 PMCID: PMC6563990 DOI: 10.1371/journal.pone.0218103] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Accepted: 05/27/2019] [Indexed: 12/22/2022] Open
Abstract
Hydroxymethylcytosine (5hmC) methylation is a well-known epigenetic mark that is involved in gene regulation and may impact genome stability. To investigate a possible role of 5hmC in cancer development and progression, one must be able to detect and quantify its level first. In this paper, we address the issue of 5hmC detection at a single base resolution, starting with consideration of the well-established 5hmC measure Δβ and, in particular, with an analysis of its properties, both analytically and empirically. Then we propose several alternative hydroxymethylation measures and compare their properties with those of Δβ. In the absence of a gold standard, the (pairwise) resemblance of those 5hmC measures to Δβ is characterized by means of a similarity analysis and relative accuracy analysis. All results are illustrated on matched healthy and cancer tissue data sets as derived by means of bisulfite (BS) and oxidative bisulfite converting (oxBS) procedures.
Collapse
Affiliation(s)
- Alla Slynko
- Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, Canada
- * E-mail:
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center, Heidelberg, Germany
| |
Collapse
|
23
|
Polli A, Ickmans K, Godderis L, Nijs J. When Environment Meets Genetics: A Clinical Review of the Epigenetics of Pain, Psychological Factors, and Physical Activity. Arch Phys Med Rehabil 2019; 100:1153-1161. [DOI: 10.1016/j.apmr.2018.09.118] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 09/14/2018] [Accepted: 09/18/2018] [Indexed: 02/06/2023]
|
24
|
The role of DNA methylation and hydroxymethylation in immunosenescence. Ageing Res Rev 2019; 51:11-23. [PMID: 30769150 DOI: 10.1016/j.arr.2019.01.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 01/23/2019] [Accepted: 01/24/2019] [Indexed: 12/12/2022]
Abstract
A healthy functioning immune system is critical to stave off infectious diseases, but as humans and other organisms age, their immune systems decline. As a result, diseases that were readily thwarted in early life pose nontrivial harm and can even be deadly in late life. Immunosenescence is defined as the general deterioration of the immune system with age, and it is characterized by functional changes in hematopoietic stem cells (HSCs) and specific blood cell types as well as changes in levels of numerous factors, particularly those involved in inflammation. Potential mechanisms underlying immunosenescence include epigenetic changes such as changes in DNA methylation (DNAm) and DNA hydroxymethylation (DNAhm) that occur with age. The purpose of this review is to describe what is currently known about the relationship between immunosenescence and the age-related changes to DNAm and DNAhm, and to discuss experimental approaches best suited to fill gaps in our understanding.
Collapse
|
25
|
Emerce E, Ghosh M, Öner D, Duca RC, Vanoirbeek J, Bekaert B, Hoet PHM, Godderis L. Carbon Nanotube- and Asbestos-Induced DNA and RNA Methylation Changes in Bronchial Epithelial Cells. Chem Res Toxicol 2019; 32:850-860. [PMID: 30990028 DOI: 10.1021/acs.chemrestox.8b00406] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Carbon nanotubes (CNTs) are nanoscale tube-shaped carbon materials used in many industrial areas. Their fiber shape has caused concerns about their toxicity given their structural similarity with asbestos. The aim here was to elucidate the effect of CNTs and asbestos exposure on global DNA and RNA methylation and the methylation of genes associated with cell cycle, inflammation, and DNA damage processes in human lung cells. Human bronchial epithelial cells (16HBE14o-) were exposed for 24 h to 25 and 100 μg/mL CNTs (single-walled CNTs [SWCNTs] and multiwalled CNTs [MWCNTs]) and 2.5 μg/mL asbestos (chrysotile, amosite, and crocidolite). Global DNA and RNA (hydroxy)methylation to cytosines was measured by a validated liquid chromatography tandem-mass spectrometry method. Global RNA methylation to adenines was measured by a colorimetric ELISA-like assay. Gene-specific DNA methylation status at certain cytosine-phosphate-guanine (CpG) sites of cyclin-dependent kinase inhibitor 1A ( CDKN1A), serine/threonine kinase ( ATM), and TNF receptor-associated factor 2 ( TRAF2) were analyzed by using bisulfite pyrosequencing technology. Only MWCNT-exposed cells showed significant global DNA hypomethylation of cytosine and global RNA hypomethylation of adenosine. SWCNT, MWCNT, and amosite exposure decreased DNA methylation of CDKN1A. ATM methylation was affected by chrysotile, SWCNT, and MWCNT. However, SWCNT exposure led to DNA hypermethylation of TRAF2. These findings contribute to further understanding of the effect of CNTs on different carcinogenic pathways.
Collapse
Affiliation(s)
- Esra Emerce
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium.,Department of Toxicology, Faculty of Pharmacy , Gazi University , 06560 Ankara , Turkey
| | - Manosij Ghosh
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Deniz Öner
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Radu-Corneliu Duca
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Jeroen Vanoirbeek
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Bram Bekaert
- Forensic Biomedical Sciences, Department of Imaging and Pathology , KU Leuven - University of Leuven , 3000 Leuven , Belgium.,Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology , University Hospitals Leuven , 3000 Leuven , Belgium
| | - Peter H M Hoet
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Lode Godderis
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium.,External Service for Prevention and Protection at Work , IDEWE , B-3001 Leuven , Belgium
| |
Collapse
|
26
|
Mauger F, Deleuze JF. Technological advances in studying epigenetics biomarkers of prognostic potential for clinical research. PROGNOSTIC EPIGENETICS 2019:45-83. [DOI: 10.1016/b978-0-12-814259-2.00003-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
|
27
|
Exposure to Polycyclic Aromatic Hydrocarbons Leads to Non-monotonic Modulation of DNA and RNA (hydroxy)methylation in a Rat Model. Sci Rep 2018; 8:10577. [PMID: 30002487 PMCID: PMC6043565 DOI: 10.1038/s41598-018-28911-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 07/03/2018] [Indexed: 12/19/2022] Open
Abstract
Besides genetic modifications, rapidly growing evidence has linked environmental pollutants with epigenetic variations. To date, only a few studies have been performed on DNA methylation changes of polycyclic aromatic hydrocarbons (PAH), which showed contradictory results. These discrepancies might be partially explained by differences in used agents. Generally in in vitro studies, a single compound is used, while in humans environmental studies, multi-residue exposure is investigated. The present study aimed to study epigenetic alterations induced by multi-residue exposure to PAH. Female Long Evans rats were exposed to a mixture of 16 US-EPA priority PAH, 3 times per week over a 90-day period. The livers were used to assess the (hydroxy)methylation status of genomic DNA/RNA, together with reduced and oxidized forms of glutathione. The results of this study demonstrate that a multi-residue exposure to PAH affects glutathione status, DNA (hydroxy)methylation, and RNA (hydroxy)methylation, together with DNA PAH-adducts formation. In addition, a non-monotonic response relationship was demonstrated between PAH concentration, the levels of glutathione and DNA (hydroxy)methylation levels at environmental relevant doses. This hormetic response gives a novel insight concerning the toxicity of environmental pollutants such as PAH and the biological response that may be different depending on the level of exposure.
Collapse
|
28
|
Silva MBD, Melo ARDS, Costa LDA, Barroso H, Oliveira NFPD. Global and gene-specific DNA methylation and hydroxymethylation in human skin exposed and not exposed to sun radiation. An Bras Dermatol 2018; 92:793-800. [PMID: 29364434 PMCID: PMC5786392 DOI: 10.1590/abd1806-4841.20175875] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Accepted: 08/07/2016] [Indexed: 12/19/2022] Open
Abstract
Background epigenomes can be influenced by environmental factors leading to the
development of diseases. Objective To investigate the influence of sun exposure on global DNA methylation and
hydroxymethylation status and at specific sites of the miR-9-1, miR-9-3 and
MTHFR genes in skin samples of subjects with no history of skin
diseases. Methods Skin samples were obtained by punch on sun-exposed and sun-protected arm
areas from 24 corpses of 16-89 years of age. Genomic DNA was extracted from
skin samples that were ranked according to Fitzpatrick's criteria as light,
moderate, and dark brown. Global DNA methylation and hydroxymethylation and
DNA methylation analyses at specific sites were performed using ELISA and
MSP, respectively. Results No significant differences in global DNA methylation and hydroxymethylation
levels were found among the skin areas, skin types, or age. However,
gender-related differences were detected, where women showed higher
methylation levels. Global DNA methylation levels were higher than
hydroxymethylation levels, and the levels of these DNA modifications
correlated in skin tissue. For specific sites, no differences among the
areas were detected. Additional analyses showed no differences in the
methylation status when age, gender, and skin type were considered; however,
the methylation status of the miR-9-1 gene seems to be gender related. Study limitations there was no separation of dermis and epidermis and low sample size. Conclusion sun exposure does not induce changes in the DNA methylation and
hydroxymethylation status or in miR-9-1, miR-9-3 and MTHFR genes for the
studied skin types.
Collapse
Affiliation(s)
- Mikaelly Batista da Silva
- Center for Exact Sciences and Nature, Post-graduate Program in Cellular and Molecular Biology, Universidade Federal da Paraíba (UFPB) -Paraíba, (PB), Brazil
| | - Alanne Rayssa da Silva Melo
- Center for Exact Sciences and Nature, Post-graduate Program in Cellular and Molecular Biology, Universidade Federal da Paraíba (UFPB) -Paraíba, (PB), Brazil
| | - Ludimila de Araújo Costa
- Center for Exact Sciences and Nature, Post-graduate Program in Cellular and Molecular Biology, Universidade Federal da Paraíba (UFPB) -Paraíba, (PB), Brazil
| | - Haline Barroso
- Center for Exact Sciences and Nature, Post-graduate Program in Cellular and Molecular Biology, Universidade Federal da Paraíba (UFPB) -Paraíba, (PB), Brazil
| | - Naila Francis Paulo de Oliveira
- Center for Exact Sciences and Nature, Post-graduate Program in Cellular and Molecular Biology, Universidade Federal da Paraíba (UFPB) -Paraíba, (PB), Brazil
| |
Collapse
|
29
|
Ghosh M, Öner D, Duca RC, Bekaert B, Vanoirbeek JAJ, Godderis L, Hoet PHM. Single-walled and multi-walled carbon nanotubes induce sequence-specific epigenetic alterations in 16 HBE cells. Oncotarget 2018; 9:20351-20365. [PMID: 29755656 PMCID: PMC5945544 DOI: 10.18632/oncotarget.24866] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 03/15/2018] [Indexed: 02/06/2023] Open
Abstract
Recent studies have identified carbon nanotube (CNT)-induced epigenetic changes as one of the key players in patho-physiological response. In the present study, we investigated whether CNT exposure is associated with epigenetic changes in human bronchial epithelial cells (16 HBE), in vitro. We focused on global DNA methylation, methylation of LINE-1 elements and promoter sequence of twelve functionally important genes (SKI, DNMT1, HDAC4, NPAT, ATM, BCL2L11, MAP3K10, PIK3R2, MYO1C, TCF3, FGFR 1 and AGRN). Additionally, we studied the influence of CNT exposure on miRNA expression. Using a LC-MS/MS method and pyrosequencing for LINE-1, we observed no significant changes in global DNA methylation (%) between the concentrations of multi-walled and single-walled CNT (MWCNT and SWCNT, respectively). Significant changes in sequence-specific methylation was observed in at least one CpG site for DNMT1 (SWCNT), HDAC4 (MWCNT), NPAT/ATM (MWCNT and SWCNT), MAP3K10 (MWCNT), PIK3R2 (MWCNT and SWCNT) and MYO1C (SWCNT). While changes in DNA methylation of the genes were relatively small, these changes were associated with changes in RNA expression, especially for MWCNT. However, the study did not reveal any significant alteration in the miRNA expression, associated with MWCNT and SWCNT exposure. Based on our results, mainly MWCNT influence DNA methylation and expression of the studied genes and could have significant impact on several critical cellular processes.
Collapse
Affiliation(s)
- Manosij Ghosh
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Deniz Öner
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Radu C Duca
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Bram Bekaert
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, University of Leuven, Leuven, Belgium.,Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, University Hospitals Leuven, Leuven, Belgium
| | - Jeroen A J Vanoirbeek
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Lode Godderis
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium.,Idewe, External Service for Prevention and Protection at Work, B-3001 Heverlee, Belgium
| | - Peter H M Hoet
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| |
Collapse
|
30
|
Doherty TS, Roth TL. Epigenetic Landscapes of the Adversity-Exposed Brain. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2018; 157:1-19. [PMID: 29933946 DOI: 10.1016/bs.pmbts.2017.11.025] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
It is understood that adversity during development has the power to alter behavioral trajectories, and the role of the epigenome in that relationship is currently under intense investigation. Several studies in both nonhuman animals and humans have established a link between early adversity and epigenetic regulation of genes heavily implicated in the stress response, plasticity and cognition, and psychiatric disorders such as depression and anxiety. Thus the relatively recent surge of studies centering on the epigenetic outcomes of stress has great potential to inform treatments and interventions for psychiatric disorder precipitated by early adversity. Here we review what we know and what we do not know, and suggest approaches to help further elucidate the relationship between early adversity, epigenetics, and behavior.
Collapse
Affiliation(s)
| | - Tania L Roth
- University of Delaware, Newark, DE, United States.
| |
Collapse
|
31
|
Öner D, Ghosh M, Bové H, Moisse M, Boeckx B, Duca RC, Poels K, Luyts K, Putzeys E, Van Landuydt K, Vanoirbeek JA, Ameloot M, Lambrechts D, Godderis L, Hoet PH. Differences in MWCNT- and SWCNT-induced DNA methylation alterations in association with the nuclear deposition. Part Fibre Toxicol 2018; 15:11. [PMID: 29426343 PMCID: PMC5807760 DOI: 10.1186/s12989-018-0244-6] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 01/18/2018] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Subtle DNA methylation alterations mediated by carbon nanotubes (CNTs) exposure might contribute to pathogenesis and disease susceptibility. It is known that both multi-walled carbon nanotubes (MWCNTs) and single-walled carbon nanotubes (SWCNTs) interact with nucleus. Such, nuclear-CNT interaction may affect the DNA methylation effects. In order to understand the epigenetic toxicity, in particular DNA methylation alterations, of SWCNTs and short MWCNTs, we performed global/genome-wide, gene-specific DNA methylation and RNA-expression analyses after exposing human bronchial epithelial cells (16HBE14o- cell line). In addition, the presence of CNTs on/in the cell nucleus was evaluated in a label-free way using femtosecond pulsed laser microscopy. RESULTS Generally, a higher number of SWCNTs, compared to MWCNTs, was deposited at both the cellular and nuclear level after exposure. Nonetheless, both CNT types were in physical contact with the nuclei. While particle type dependency was noticed for the identified genome-wide and gene-specific alterations, no global DNA methylation alteration on 5-methylcytosine (5-mC) sites was observed for both CNTs. After exposure to MWCNTs, 2398 genes were hypomethylated (at gene promoters), and after exposure to SWCNTs, 589 CpG sites (located on 501 genes) were either hypo- (N = 493 CpG sites) or hypermethylated (N = 96 CpG sites). Cells exposed to MWCNTs exhibited a better correlation between gene promoter methylation and gene expression alterations. Differentially methylated and expressed genes induced changes (MWCNTs > SWCNTs) at different cellular pathways, such as p53 signalling, DNA damage repair and cell cycle. On the other hand, SWCNT exposure showed hypermethylation on functionally important genes, such as SKI proto-oncogene (SKI), glutathione S-transferase pi 1 (GTSP1) and shroom family member 2 (SHROOM2) and neurofibromatosis type I (NF1), which the latter is both hypermethylated and downregulated. CONCLUSION After exposure to both types of CNTs, epigenetic alterations may contribute to toxic or repair response. Moreover, our results suggest that the observed differences in the epigenetic response depend on particle type and differential CNT-nucleus interactions.
Collapse
Affiliation(s)
- Deniz Öner
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
| | - Manosij Ghosh
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
| | - Hannelore Bové
- Centre for Surface Chemistry and Catalysis, KU Leuven, Celestijnenlaan 200F, 3001, Leuven, Belgium
- Biomedical Research Institute, Agoralaan Building C, Hasselt University, 3590, Diepenbeek, Belgium
| | - Matthieu Moisse
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium
- Laboratory for Translational Genetics, VIB Centre for Cancer Biology, VIB, 3000, Leuven, Belgium
| | - Bram Boeckx
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium
- Laboratory for Translational Genetics, VIB Centre for Cancer Biology, VIB, 3000, Leuven, Belgium
| | - Radu C Duca
- Laboratory for Occupational and Environmental Hygiene, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
| | - Katrien Poels
- Laboratory for Occupational and Environmental Hygiene, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
| | - Katrien Luyts
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
| | - Eveline Putzeys
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
- Department of Oral Health Sciences, Unit of Biomaterials (BIOMAT), KU Leuven, 3000, Leuven, Belgium
| | - Kirsten Van Landuydt
- Department of Oral Health Sciences, Unit of Biomaterials (BIOMAT), KU Leuven, 3000, Leuven, Belgium
| | - Jeroen Aj Vanoirbeek
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
- Laboratory for Occupational and Environmental Hygiene, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
| | - Marcel Ameloot
- Biomedical Research Institute, Agoralaan Building C, Hasselt University, 3590, Diepenbeek, Belgium
| | - Diether Lambrechts
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium
- Laboratory for Translational Genetics, VIB Centre for Cancer Biology, VIB, 3000, Leuven, Belgium
| | - Lode Godderis
- Laboratory for Occupational and Environmental Hygiene, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium
- External Service for Prevention and Protection at Work, IDEWE, B-3001, Leuven, Belgium
| | - Peter Hm Hoet
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, KU Leuven, 3000, Leuven, Belgium.
| |
Collapse
|
32
|
De Nys S, Duca RC, Nawrot T, Hoet P, Van Meerbeek B, Van Landuyt KL, Godderis L. Temporal variability of global DNA methylation and hydroxymethylation in buccal cells of healthy adults: Association with air pollution. ENVIRONMENT INTERNATIONAL 2018; 111:301-308. [PMID: 29217223 DOI: 10.1016/j.envint.2017.11.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 10/11/2017] [Accepted: 11/02/2017] [Indexed: 05/17/2023]
Abstract
BACKGROUND Epigenetic changes, such as DNA methylation, are observed in response to environmental exposure and in the development of several chronic diseases. Consequently, DNA methylation alterations might serve as indicators of early effects. In this context, the aim of this study was to assess the temporal variability of global DNA methylation and hydroxymethylation levels in buccal cells from healthy adult volunteers. METHODS Global DNA methylation (%5mdC) and hydroxymethylation (%5hmdC) levels in human buccal cells, collected from 26 healthy adults at different time points, were quantified by UPLC-MS/MS. Associations between %5mdC and %5hmdC, respectively, and short-term exposure (1-7days) to air pollutants PM2.5 and PM10 were tested with mixed-effects models including various covariates. RESULTS/DISCUSSION Dynamic short-term changes in DNA methylation and hydroxymethylation levels in buccal cells were observed, which were inversely associated with exposure to PM2.5 and PM10. An IQR increase in PM2.5 over a 7-day moving average period was significantly associated with a decrease of -1.47% (-1.74%, -1.20%) and -0.043% (-0.054%, -0.032%) in %5mdC and %5hmdC, respectively. Likewise, for PM10, a decrease of -1.42% (-1.70, -1.13) and -0.040% (-0.051%, -0.028%) was observed. CONCLUSION Global DNA methylation and hydroxymethylatation varied over a time period of three weeks. The observed temporal variability was associated with exposure to ambient PM2.5 and PM10 levels. This should be taken into account when interpreting epigenetic alterations in buccal cells.
Collapse
Affiliation(s)
- Siemon De Nys
- KU Leuven (University of Leuven), Department of Oral Health Sciences, BIOMAT & University Hospitals Leuven (UZ Leuven), Dentistry, Leuven, Belgium
| | - Radu-Corneliu Duca
- Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 35, 3000 Leuven, Belgium
| | - Tim Nawrot
- Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 35, 3000 Leuven, Belgium; Centre for Environmental Sciences, Hasselt University, Belgium
| | - Peter Hoet
- Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 35, 3000 Leuven, Belgium
| | - Bart Van Meerbeek
- KU Leuven (University of Leuven), Department of Oral Health Sciences, BIOMAT & University Hospitals Leuven (UZ Leuven), Dentistry, Leuven, Belgium
| | - Kirsten L Van Landuyt
- KU Leuven (University of Leuven), Department of Oral Health Sciences, BIOMAT & University Hospitals Leuven (UZ Leuven), Dentistry, Leuven, Belgium
| | - Lode Godderis
- Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 35, 3000 Leuven, Belgium; IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium.
| |
Collapse
|
33
|
Freytag V, Vukojevic V, Wagner-Thelen H, Milnik A, Vogler C, Leber M, Weinhold L, Böhmer AC, Riedel-Heller S, Maier W, de Quervain DJF, Ramirez A, Papassotiropoulos A. Genetic estimators of DNA methylation provide insights into the molecular basis of polygenic traits. Transl Psychiatry 2018; 8:31. [PMID: 29382824 PMCID: PMC5802460 DOI: 10.1038/s41398-017-0070-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 10/18/2017] [Accepted: 11/01/2017] [Indexed: 12/16/2022] Open
Abstract
The large biological distance between genetic risk loci and their mechanistic consequences in the tissue of interest limits the ability to establish functionality of susceptibility variants for genetically complex traits. Such a biological gap may be reduced through the systematic study of molecular mediators of genomic action, such as epigenetic modification. Here, we report the identification of robust genetic estimators of whole-blood CpG methylation, which can serve as intermediate molecular traits amenable to association testing with other genetically complex traits. We describe the relationship between these estimators and gene expression, demonstrate their genome-wide applicability to association testing even in the absence of individual genotypic data, and show that these estimators powerfully identify methylation-related genomic loci associated with polygenic traits and common diseases, such as schizophrenia. The use of genetic estimators for blood DNA methylation, which are made publically available, can serve as a valuable tool for the identification of epigenetic underpinnings of complex traits.
Collapse
Affiliation(s)
- Virginie Freytag
- Division of Molecular Neuroscience, Department of Psychology, University of Basel, CH-4055, Basel, Switzerland.
- Transfaculty Research Platform Molecular and Cognitive Neurosciences, University of Basel, CH-4055, Basel, Switzerland.
| | - Vanja Vukojevic
- Division of Molecular Neuroscience, Department of Psychology, University of Basel, CH-4055, Basel, Switzerland
- Transfaculty Research Platform Molecular and Cognitive Neurosciences, University of Basel, CH-4055, Basel, Switzerland
- Department Biozentrum, Life Sciences Training Facility, University of Basel, CH-4056, Basel, Switzerland
| | - Holger Wagner-Thelen
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Annette Milnik
- Division of Molecular Neuroscience, Department of Psychology, University of Basel, CH-4055, Basel, Switzerland
- Transfaculty Research Platform Molecular and Cognitive Neurosciences, University of Basel, CH-4055, Basel, Switzerland
- Psychiatric University Clinics, University of Basel, CH-4055, Basel, Switzerland
| | - Christian Vogler
- Division of Molecular Neuroscience, Department of Psychology, University of Basel, CH-4055, Basel, Switzerland
- Transfaculty Research Platform Molecular and Cognitive Neurosciences, University of Basel, CH-4055, Basel, Switzerland
- Psychiatric University Clinics, University of Basel, CH-4055, Basel, Switzerland
| | - Markus Leber
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | - Leonie Weinhold
- Department of Medical Biometry, Informatics and Epidemiology, University Hospital Bonn, Bonn, Germany
| | - Anne C Böhmer
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany
| | - Steffi Riedel-Heller
- Institute of Social Medicine, Occupational Health and Public Health, University of Leipzig, Leipzig, Germany
| | - Wolfgang Maier
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Dominique J-F de Quervain
- Transfaculty Research Platform Molecular and Cognitive Neurosciences, University of Basel, CH-4055, Basel, Switzerland
- Psychiatric University Clinics, University of Basel, CH-4055, Basel, Switzerland
- Division of Cognitive Neuroscience, Department of Psychology, University of Basel, CH-4055, Basel, Switzerland
| | - Alfredo Ramirez
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | - Andreas Papassotiropoulos
- Division of Molecular Neuroscience, Department of Psychology, University of Basel, CH-4055, Basel, Switzerland.
- Transfaculty Research Platform Molecular and Cognitive Neurosciences, University of Basel, CH-4055, Basel, Switzerland.
- Department Biozentrum, Life Sciences Training Facility, University of Basel, CH-4056, Basel, Switzerland.
- Psychiatric University Clinics, University of Basel, CH-4055, Basel, Switzerland.
| |
Collapse
|
34
|
Ghosh M, Öner D, Poels K, Tabish AM, Vlaanderen J, Pronk A, Kuijpers E, Lan Q, Vermeulen R, Bekaert B, Hoet PH, Godderis L. Changes in DNA methylation induced by multi-walled carbon nanotube exposure in the workplace. Nanotoxicology 2017; 11:1195-1210. [PMID: 29191063 DOI: 10.1080/17435390.2017.1406169] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
This study was designed to assess the epigenetic alterations in blood cells, induced by occupational exposure to multi-wall carbon nanotubes (MWCNT). The study population comprised of MWCNT-exposed workers (n=24) and unexposed controls (n=43) from the same workplace. We measured global DNA methylation/hydroxymethylation levels on the 5th cytosine residues using a validated liquid chromatography tandem-mass spectrometry (LC-MS/MS) method. Sequence-specific methylation of LINE1 retrotransposable element 1 (L1RE1) elements, and promoter regions of functionally important genes associated with epigenetic regulation [DNA methyltransferase-1 (DNMT1) and histone deacetylase 4 (HDAC4)], DNA damage/repair and cell cycle pathways [nuclear protein, coactivator of histone transcription/ATM serine/threonine kinase (NPAT/ATM)], and a potential transforming growth factor beta (TGF-β) repressor [SKI proto-oncogene (SKI)] were studied using bisulfite pyrosequencing. Analysis of global DNA methylation levels and hydroxymethylation did not reveal significant difference between the MWCNT-exposed and control groups. No significant changes in Cytosine-phosphate-Guanine (CpG) site methylation were observed for the LINE1 (L1RE1) elements. Further analysis of gene-specific DNA methylation showed a significant change in methylation for DNMT1, ATM, SKI, and HDAC4 promoter CpGs in MWCNT-exposed workers. Since DNA methylation plays an important role in silencing/regulation of the genes, and many of these genes have been associated with occupational and smoking-induced diseases and cancer (risk), aberrant methylation of these genes might have a potential effect in MWCNT-exposed workers.
Collapse
Affiliation(s)
- Manosij Ghosh
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Deniz Öner
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Katrien Poels
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Ali M Tabish
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Jelle Vlaanderen
- b Division of Environmental Epidemiology, Institute for Risk Assessment Sciences , Utrecht University , Utrecht , The Netherlands
| | - Anjoeka Pronk
- c TNO, Netherlands Organisation for Applied Scientific Research , Zeist , The Netherlands
| | - Eelco Kuijpers
- c TNO, Netherlands Organisation for Applied Scientific Research , Zeist , The Netherlands
| | - Qing Lan
- d Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics , National Cancer Institute , Bethesda , MD , USA
| | - Roel Vermeulen
- b Division of Environmental Epidemiology, Institute for Risk Assessment Sciences , Utrecht University , Utrecht , The Netherlands
| | - Bram Bekaert
- e Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology , University Hospitals Leuven , Leuven , Belgium
| | - Peter Hm Hoet
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Lode Godderis
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium.,f External Service for Prevention and Protection at Work , Idewe , Heverlee , Belgium
| |
Collapse
|
35
|
Saliva as a Blood Alternative for Genome-Wide DNA Methylation Profiling by Methylated DNA Immunoprecipitation (MeDIP) Sequencing. EPIGENOMES 2017. [DOI: 10.3390/epigenomes1030014] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
|
36
|
Langie SAS, Moisse M, Declerck K, Koppen G, Godderis L, Vanden Berghe W, Drury S, De Boever P. Salivary DNA Methylation Profiling: Aspects to Consider for Biomarker Identification. Basic Clin Pharmacol Toxicol 2017; 121 Suppl 3:93-101. [PMID: 27901320 PMCID: PMC5644718 DOI: 10.1111/bcpt.12721] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 11/22/2016] [Indexed: 12/13/2022]
Abstract
Is it not more comfortable to spit saliva in a tube than to be pricked with a needle to draw blood to analyse your health and disease risk? Many patients, study participants and (parents of) young children undoubtedly prefer non-invasive and convenient procedures. Such procedures increase compliance rates especially for longitudinal prospective studies. Saliva is an attractive biofluid providing good quality DNA to study epigenetic mechanisms underlying disease across development. In this MiniReview, we will describe the different applications of saliva in the field of epigenetics, focusing on genomewide methylation analysis. Advantages of the use of saliva and its comparability with blood will be discussed, as will the challenges in data processing and interpretation. Knowledge gaps will be identified and suggestions given on how to improve the analysis, making saliva 'the' biofluid of choice for future biomarker initiatives in many different epidemiological and public health studies.
Collapse
Affiliation(s)
- Sabine A. S. Langie
- Environmental Risk and Health UnitFlemish Institute for Technological Research (VITO)MolBelgium
- Faculty of SciencesHasselt UniversityDiepenbeekBelgium
| | | | - Ken Declerck
- Laboratory of Protein Chemistry, Proteomics and Epigenetic SignalingDepartment of Biomedical SciencesUniversity of AntwerpWilrijkBelgium
| | - Gudrun Koppen
- Environmental Risk and Health UnitFlemish Institute for Technological Research (VITO)MolBelgium
| | - Lode Godderis
- Centre Environment & HealthDepartment of Public Health and Primary CareKU LeuvenLeuvenBelgium
- IDEWEExternal Service for Prevention and Protection at WorkHeverleeBelgium
| | - Wim Vanden Berghe
- Laboratory of Protein Chemistry, Proteomics and Epigenetic SignalingDepartment of Biomedical SciencesUniversity of AntwerpWilrijkBelgium
| | - Stacy Drury
- The Brain InstituteTulane UniversityNew OrleansLAUSA
- Department of Psychiatry and Behavioral ScienceTulane University School of MedicineNew OrleansLAUSA
| | - Patrick De Boever
- Environmental Risk and Health UnitFlemish Institute for Technological Research (VITO)MolBelgium
- Faculty of SciencesHasselt UniversityDiepenbeekBelgium
| |
Collapse
|
37
|
Cardenas A, Rifas-Shiman SL, Godderis L, Duca RC, Navas-Acien A, Litonjua AA, DeMeo DL, Brennan KJ, Amarasiriwardena CJ, Hivert MF, Gillman MW, Oken E, Baccarelli AA. Prenatal Exposure to Mercury: Associations with Global DNA Methylation and Hydroxymethylation in Cord Blood and in Childhood. ENVIRONMENTAL HEALTH PERSPECTIVES 2017; 125:087022. [PMID: 28934725 PMCID: PMC5783674 DOI: 10.1289/ehp1467] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 05/04/2017] [Accepted: 05/19/2017] [Indexed: 05/03/2023]
Abstract
BACKGROUND Mercury is a global pollutant, and prenatal exposure is associated with adverse health effects. To date, no studies have evaluated the association between prenatal mercury exposure and DNA hydroxymethylation, an epigenetic modification important for tissue differentiation and embryonic development. OBJECTIVES We sought to evaluate the association between prenatal mercury exposure and offspring global DNA methylation and hydroxymethylation at birth and test for persistence of the association in childhood. METHODS Within Project Viva, a U.S. prebirth cohort, we examined associations of maternal second trimester red blood cell mercury (RBC-Hg) concentrations with global 5-hydroxymethylcytosine (%-5hmC) and 5-methylcytosine (%-5mC) DNA content in blood collected at birth (n=306), early childhood (n=68; 2.9 to 4.9 y), and midchildhood (n=260; 6.7 to 10.5 y). RESULTS Median prenatal RBC-Hg concentration was 3.23μg/g [interquartile range (IQR)=3.29]. At birth, median cord blood %-5mC, %-5hmC, and their ratio were 4.95%, 0.22%, and 24.37, respectively. The mean adjusted difference [95% confidence interval (CI)] of blood %-5hmC for a doubling in prenatal RBC-Hg concentration was -0.013% (-0.029, 0.002), -0.031% (-0.056, -0.006), and 0.005% (-0.007, 0.018) at birth, early, and midchildhood, respectively. The corresponding relative adjusted change in the genomic ratio of %-5mC to %-5hmC for a doubling in prenatal RBC-Hg concentration was 4.70% (0.04, 9.58), 22.42% (7.73, 39.11), and 0.73% (-4.18, 5.88) at birth, early, and midchildhood, respectively. No associations were present between prenatal maternal RBC-Hg and %-5mC at any time point. CONCLUSIONS Prenatal mercury exposure was associated with lower %-5hmC genomic content and a corresponding increase in the ratio of %-5mC to %-5hmC in cord blood. This association was persistent in early but not midchildhood blood. Our results demonstrate the potential malleability of epigenetic modifications associated with mercury exposure in utero. https://doi.org/10.1289/EHP1467.
Collapse
Affiliation(s)
- Andres Cardenas
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute , Boston, Massachusetts, USA
| | - Sheryl L Rifas-Shiman
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute , Boston, Massachusetts, USA
| | - Lode Godderis
- Department of Public Health and Primary Care, Katholieke Universiteit Leuven , Leuven, Belgium
- IDEWE , External Service for Prevention and Protection at Work, Heverlee, Belgium
| | - Radu-Corneliu Duca
- Department of Public Health and Primary Care, Katholieke Universiteit Leuven , Leuven, Belgium
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University , New York, New York, USA
| | - Augusto A Litonjua
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital , Boston, Massachusetts, USA
| | - Dawn L DeMeo
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital , Boston, Massachusetts, USA
| | - Kasey J Brennan
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University , New York, New York, USA
| | - Chitra J Amarasiriwardena
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai , New York, New York, USA
| | - Marie-France Hivert
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute , Boston, Massachusetts, USA
- Diabetes Unit, Massachusetts General Hospital , Boston, Massachusetts, USA
| | - Matthew W Gillman
- Environmental Influences on Child Health Outcomes (ECHO) Program, Office of the Director, National Institutes of Health , Department of Health and Human Services, Bethesda, Maryland, USA
| | - Emily Oken
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute , Boston, Massachusetts, USA
| | - Andrea A Baccarelli
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University , New York, New York, USA
| |
Collapse
|
38
|
BECon: a tool for interpreting DNA methylation findings from blood in the context of brain. Transl Psychiatry 2017; 7:e1187. [PMID: 28763057 PMCID: PMC5611738 DOI: 10.1038/tp.2017.171] [Citation(s) in RCA: 175] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Revised: 06/14/2017] [Accepted: 06/17/2017] [Indexed: 12/11/2022] Open
Abstract
Tissue differences are one of the largest contributors to variability in the human DNA methylome. Despite the tissue-specific nature of DNA methylation, the inaccessibility of human brain samples necessitates the frequent use of surrogate tissues such as blood, in studies of associations between DNA methylation and brain function and health. Results from studies of surrogate tissues in humans are difficult to interpret in this context, as the connection between blood-brain DNA methylation is tenuous and not well-documented. Here, we aimed to provide a resource to the community to aid interpretation of blood-based DNA methylation results in the context of brain tissue. We used paired samples from 16 individuals from three brain regions and whole blood, run on the Illumina 450 K Human Methylation Array to quantify the concordance of DNA methylation between tissues. From these data, we have made available metrics on: the variability of cytosine-phosphate-guanine dinucleotides (CpGs) in our blood and brain samples, the concordance of CpGs between blood and brain, and estimations of how strongly a CpG is affected by cell composition in both blood and brain through the web application BECon (Blood-Brain Epigenetic Concordance; https://redgar598.shinyapps.io/BECon/). We anticipate that BECon will enable biological interpretation of blood-based human DNA methylation results, in the context of brain.
Collapse
|
39
|
Pauwels S, Truijen I, Ghosh M, Duca RC, Langie SAS, Bekaert B, Freson K, Huybrechts I, Koppen G, Devlieger R, Godderis L. The effect of paternal methyl-group donor intake on offspring DNA methylation and birth weight. J Dev Orig Health Dis 2017; 8:311-321. [PMID: 28260562 DOI: 10.1017/s2040174417000046] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Most nutritional studies on the development of children focus on mother-infant interactions. Maternal nutrition is critically involved in the growth and development of the fetus, but what about the father? The aim is to investigate the effects of paternal methyl-group donor intake (methionine, folate, betaine, choline) on paternal and offspring global DNA (hydroxy)methylation, offspring IGF2 DMR DNA methylation, and birth weight. Questionnaires, 7-day estimated dietary records, whole blood samples, and anthropometric measurements from 74 fathers were obtained. A total of 51 cord blood samples were collected and birth weight was obtained. DNA methylation status was measured using liquid chromatography-tandem mass spectrometry (global DNA (hydroxy)methylation) and pyrosequencing (IGF2 DMR methylation). Paternal betaine intake was positively associated with paternal global DNA hydroxymethylation (0.028% per 100 mg betaine increase, 95% CI: 0.003, 0.053, P=0.03) and cord blood global DNA methylation (0.679% per 100 mg betaine increase, 95% CI: 0.057, 1.302, P=0.03). Paternal methionine intake was positively associated with CpG1 (0.336% per 100 mg methionine increase, 95% CI: 0.103, 0.569, P=0.006), and mean CpG (0.201% per 100 mg methionine increase, 95% CI: 0.001, 0.402, P=0.049) methylation of the IGF2 DMR in cord blood. Further, a negative association between birth weight/birth weight-for-gestational age z-score and paternal betaine/methionine intake was found. In addition, a positive association between choline and birth weight/birth weight-for-gestational age z-score was also observed. Our data indicate a potential impact of paternal methyl-group donor intake on paternal global DNA hydroxymethylation, offspring global and IGF2 DMR DNA methylation, and prenatal growth.
Collapse
Affiliation(s)
- S Pauwels
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - I Truijen
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - M Ghosh
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - R C Duca
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - S A S Langie
- 2Unit Environmental Risk and Health,Flemish Institute of Technological Research (VITO),Mol,Belgium
| | - B Bekaert
- 4Department of Imaging & Pathology,KU Leuven - University of Leuven,Leuven,Belgium
| | - K Freson
- 6Center for Molecular and Vascular Biology,KU Leuven - University of Leuven,Leuven,Belgium
| | - I Huybrechts
- 7Dietary Exposure Assessment Group,International Agency for Research on Cancer,Lyon,France
| | - G Koppen
- 2Unit Environmental Risk and Health,Flemish Institute of Technological Research (VITO),Mol,Belgium
| | - R Devlieger
- 8Department of Development and Regeneration,KU Leuven-University of Leuven,Leuven,Belgium
| | - L Godderis
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| |
Collapse
|
40
|
Potaczek DP, Harb H, Michel S, Alhamwe BA, Renz H, Tost J. Epigenetics and allergy: from basic mechanisms to clinical applications. Epigenomics 2017; 9:539-571. [PMID: 28322581 DOI: 10.2217/epi-2016-0162] [Citation(s) in RCA: 191] [Impact Index Per Article: 23.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Allergic diseases are on the rise in the Western world and well-known allergy-protecting and -driving factors such as microbial and dietary exposure, pollution and smoking mediate their influence through alterations of the epigenetic landscape. Here, we review key facts on the involvement of epigenetic modifications in allergic diseases and summarize and critically evaluate the lessons learned from epigenome-wide association studies. We show the potential of epigenetic changes for various clinical applications: as diagnostic tools, to assess tolerance following immunotherapy or possibly predict the success of therapy at an early time point. Furthermore, new technological advances such as epigenome editing and DNAzymes will allow targeted alterations of the epigenome in the future and provide novel therapeutic tools.
Collapse
Affiliation(s)
- Daniel P Potaczek
- Institute of Laboratory Medicine and Pathobiochemistry, Molecular Diagnostics, Philipps-Universität Marburg, Marburg, Germany.,International Inflammation (in-FLAME) Network, Worldwide Universities Network (WUN).,German Centre for Lung Research (DZL).,John Paul II Hospital, Krakow, Poland
| | - Hani Harb
- Institute of Laboratory Medicine and Pathobiochemistry, Molecular Diagnostics, Philipps-Universität Marburg, Marburg, Germany.,International Inflammation (in-FLAME) Network, Worldwide Universities Network (WUN).,German Centre for Lung Research (DZL)
| | - Sven Michel
- Secarna Pharmaceuticals GmbH & Co KG, Planegg, Germany
| | - Bilal Alashkar Alhamwe
- Institute of Laboratory Medicine and Pathobiochemistry, Molecular Diagnostics, Philipps-Universität Marburg, Marburg, Germany
| | - Harald Renz
- Institute of Laboratory Medicine and Pathobiochemistry, Molecular Diagnostics, Philipps-Universität Marburg, Marburg, Germany.,International Inflammation (in-FLAME) Network, Worldwide Universities Network (WUN).,German Centre for Lung Research (DZL)
| | - Jörg Tost
- Laboratory for Epigenetics & Environment, Centre National de Génotypage, CEA-Institut de Génomique, Evry, France
| |
Collapse
|
41
|
Ghosh M, Öner D, Duca RC, Cokic SM, Seys S, Kerkhofs S, Van Landuyt K, Hoet P, Godderis L. Cyto-genotoxic and DNA methylation changes induced by different crystal phases of TiO 2-np in bronchial epithelial (16-HBE) cells. Mutat Res 2017; 796:1-12. [PMID: 28212500 DOI: 10.1016/j.mrfmmm.2017.01.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 11/28/2016] [Accepted: 01/19/2017] [Indexed: 12/21/2022]
Abstract
With the increase in use of TiO2-np, a better understanding of their safety is important. In the present study the effect of different crystal phases of TiO2-np (anatase, rutile and anatase: rutile mixture; 20-26nm) were studied for cyto-genotoxicity and global DNA methylation and hydroxymethylation. Cytotoxic response was observed at a concentration of 25μg/ml for the particles tested. Results of comet and micronucleus (with and without CytB) assays revealed significant genotoxic effect of these particles. Flow cytometry revealed cell cycle arrest in the S-phase. Based on the results, toxicity of the particles could be correlated with their physico-chemical properties (i.e. smaller size and hydrodynamic diameter and larger surface area), anatase form being the most toxic. From the results of the cyto-genotoxicity assays, concentrations were determined for the epigenetic study. Effect on global DNA methylation and hydroxymethylation levels were studied at cyto-genotoxic (25μg/ml), genotoxic (12.5μg/ml) and sub cyto-genotoxic (3.25μg/ml) concentrations using LC-MS/MS analysis. Though no significant changes were observed for 3h treatment schedule; significant hypomethylation were observed at 24h for anatase (significant at 3.25 and 25μg/ml), rutile (significant at 3.25 and 25μg/ml) and anatase: rutile mixture (significant at 25μg/ml) forms. The results suggest that epigenetic changes could occur at sub cyto-genotoxic concentrations. And hence for complete characterization of nanoparticle toxicity, epigenetic studies should be performed along with conventional toxicity testing methods.
Collapse
Affiliation(s)
- Manosij Ghosh
- K.U.Leuven, Department of Public Health and Primary Care, Centre Environment & Health, B-3000 Leuven, Belgium.
| | - Deniz Öner
- K.U.Leuven, Department of Public Health and Primary Care, Centre Environment & Health, B-3000 Leuven, Belgium
| | - Radu-Corneliu Duca
- K.U.Leuven, Department of Public Health and Primary Care, Centre Environment & Health, B-3000 Leuven, Belgium
| | - Stevan M Cokic
- Department of Oral Health Sciences, KU Leuven BIOMAT, 3000 Leuven, Belgium
| | - Sven Seys
- K.U.Leuven, Department of Immunology and Microbiology, Leuven, Belgium
| | - Stef Kerkhofs
- Centre for Surface Chemistry and Catalysis, KU Leuven, Celestijnenlaan 200f, Heverlee, Leuven, Belgium
| | | | - Peter Hoet
- K.U.Leuven, Department of Public Health and Primary Care, Centre Environment & Health, B-3000 Leuven, Belgium
| | - Lode Godderis
- K.U.Leuven, Department of Public Health and Primary Care, Centre Environment & Health, B-3000 Leuven, Belgium; Idewe, External Service for Prevention and Protection at Work, B-3001, Heverlee, Belgium.
| |
Collapse
|
42
|
Rea M, Eckstein M, Eleazer R, Smith C, Fondufe-Mittendorf YN. Genome-wide DNA methylation reprogramming in response to inorganic arsenic links inhibition of CTCF binding, DNMT expression and cellular transformation. Sci Rep 2017; 7:41474. [PMID: 28150704 PMCID: PMC5288714 DOI: 10.1038/srep41474] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 12/20/2016] [Indexed: 12/31/2022] Open
Abstract
Chronic low dose inorganic arsenic (iAs) exposure leads to changes in gene expression and epithelial-to-mesenchymal transformation. During this transformation, cells adopt a fibroblast-like phenotype accompanied by profound gene expression changes. While many mechanisms have been implicated in this transformation, studies that focus on the role of epigenetic alterations in this process are just emerging. DNA methylation controls gene expression in physiologic and pathologic states. Several studies show alterations in DNA methylation patterns in iAs-mediated pathogenesis, but these studies focused on single genes. We present a comprehensive genome-wide DNA methylation analysis using methyl-sequencing to measure changes between normal and iAs-transformed cells. Additionally, these differential methylation changes correlated positively with changes in gene expression and alternative splicing. Interestingly, most of these differentially methylated genes function in cell adhesion and communication pathways. To gain insight into how genomic DNA methylation patterns are regulated during iAs-mediated carcinogenesis, we show that iAs probably targets CTCF binding at the promoter of DNA methyltransferases, regulating their expression. These findings reveal how CTCF binding regulates DNA methyltransferase to reprogram the methylome in response to an environmental toxin.
Collapse
Affiliation(s)
- Matthew Rea
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Meredith Eckstein
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Rebekah Eleazer
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Caroline Smith
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA.,Bellarmine University, Louisville, KY 40205, USA
| | | |
Collapse
|
43
|
Tabish AM, Poels K, Byun HM, luyts K, Baccarelli AA, Martens J, Kerkhofs S, Seys S, Hoet P, Godderis L. Changes in DNA Methylation in Mouse Lungs after a Single Intra-Tracheal Administration of Nanomaterials. PLoS One 2017; 12:e0169886. [PMID: 28081255 PMCID: PMC5231360 DOI: 10.1371/journal.pone.0169886] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Accepted: 12/23/2016] [Indexed: 12/25/2022] Open
Abstract
Aims This study aimed to investigate the effects of nanomaterial (NM) exposure on DNA methylation. Methods and Results Intra-tracheal administration of NM: gold nanoparticles (AuNPs) of 5-, 60- and 250-nm diameter; single-walled carbon nanotubes (SWCNTs) and multi-walled carbon nanotubes (MWCNTs) at high dose of 2.5 mg/kg and low dose of 0.25 mg/kg for 48 h to BALB/c mice. Study showed deregulations in immune pathways in NM-induced toxicity in vivo. NM administration had the following DNA methylation effects: AuNP 60 nm induced CpG hypermethylation in Atm, Cdk and Gsr genes and hypomethylation in Gpx; Gsr and Trp53 showed changes in methylation between low- and high-dose AuNP, 60 and 250 nm respectively, and AuNP had size effects on methylation for Trp53. Conclusion Epigenetics may be implicated in NM-induced disease pathways.
Collapse
Affiliation(s)
- Ali M. Tabish
- Centre for Environment and Health, KU Leuven, Leuven, Belgium
- Integrated Cardio Metabolic Centre, Huddinge, Sweden
- * E-mail:
| | - Katrien Poels
- Centre for Environment and Health, KU Leuven, Leuven, Belgium
| | - Hyang-Min Byun
- Laboratory of Environmental Epigenetics, Exposure Epidemiology and Risk Program, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Katrien luyts
- Centre for Environment and Health, KU Leuven, Leuven, Belgium
| | - Andrea A. Baccarelli
- Laboratory of Environmental Epigenetics, Exposure Epidemiology and Risk Program, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Johan Martens
- Centrum voor Oppervlaktechemie en Katalyse, KU Leuven, Leuven, Belgium
| | - Stef Kerkhofs
- Centrum voor Oppervlaktechemie en Katalyse, KU Leuven, Leuven, Belgium
| | - Sven Seys
- Laboratory of Clinical Immunology, KU Leuven, Belgium
| | - Peter Hoet
- Centre for Environment and Health, KU Leuven, Leuven, Belgium
| | - Lode Godderis
- Centre for Environment and Health, KU Leuven, Leuven, Belgium
- IDEWE, External Service for Prevention and Protection at work, Heverlee, Belgium
| |
Collapse
|
44
|
Pauwels S, Ghosh M, Duca RC, Bekaert B, Freson K, Huybrechts I, A. S. Langie S, Koppen G, Devlieger R, Godderis L. Dietary and supplemental maternal methyl-group donor intake and cord blood DNA methylation. Epigenetics 2017; 12:1-10. [PMID: 27830979 PMCID: PMC5270634 DOI: 10.1080/15592294.2016.1257450] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 10/19/2016] [Accepted: 10/31/2016] [Indexed: 10/20/2022] Open
Abstract
Maternal nutrition is critically involved in the development and health of the fetus. We evaluated maternal methyl-group donor intake through diet (methionine, betaine, choline, folate) and supplementation (folic acid) before and during pregnancy in relation to global DNA methylation and hydroxymethylation and gene specific (IGF2 DMR, DNMT1, LEP, RXRA) cord blood methylation. A total of 115 mother-infant pairs were enrolled in the MAternal Nutrition and Offspring's Epigenome (MANOE) study. The intake of methyl-group donors was assessed using a food-frequency questionnaire. LC-MS/MS and pyrosequencing were used to measure global and gene specific methylation, respectively. Dietary intake of methyl-groups before and during pregnancy was associated with changes in LEP, DNMT1, and RXRA cord blood methylation. Statistically significant higher cord blood LEP methylation was observed when mothers started folic acid supplementation more than 6 months before conception compared with 3-6 months before conception (34.6 ± 6.3% vs. 30.1 ± 3.6%, P = 0.011, LEP CpG1) or no folic acid used before conception (16.2 ± 4.4% vs. 13.9 ± 3%, P = 0.036 for LEP CpG3 and 24.5 ± 3.5% vs. 22.2 ± 3.5%, P = 0.045 for LEP mean CpG). Taking folic acid supplements during the entire pregnancy resulted in statistically significantly higher cord blood RXRA methylation as compared with stopping supplementation in the second trimester (12.3 ± 1.9% vs. 11.1 ± 2%, P = 0.008 for RXRA mean CpG). To conclude, long-term folic acid use before and during pregnancy was associated with higher LEP and RXRA cord blood methylation, respectively. To date, pregnant women are advised to take a folic acid supplement of 400 µg/day from 4 weeks before until 12 weeks of pregnancy. Our results suggest significant epigenetic modifications when taking a folic acid supplement beyond the current advice.
Collapse
Affiliation(s)
- Sara Pauwels
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Mol, Belgium
| | - Manosij Ghosh
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
| | - Radu Corneliu Duca
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
| | - Bram Bekaert
- KU Leuven - University of Leuven, Department of Imaging & Pathology, Leuven, Belgium
- KU Leuven - University of Leuven, University Hospitals Leuven, Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archeology, Leuven, Belgium
| | - Kathleen Freson
- KU Leuven - University of Leuven, Center for Molecular and Vascular Biology, Leuven, Belgium
| | - Inge Huybrechts
- International Agency for Research on Cancer, Dietary Exposure Assessment Group, Lyon, France
| | - Sabine A. S. Langie
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Mol, Belgium
- Hasselt University, Faculty of Sciences, Diepenbeek, Belgium
| | - Gudrun Koppen
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Mol, Belgium
| | - Roland Devlieger
- KU Leuven - University of Leuven, Department of Development and Regeneration, Leuven, Belgium
- University Hospitals of Leuven, Department of Obstetrics and Gynecology, Leuven, Belgium
| | - Lode Godderis
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
- IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium
| |
Collapse
|
45
|
Öner D, Moisse M, Ghosh M, Duca RC, Poels K, Luyts K, Putzeys E, Cokic SM, Van Landuyt K, Vanoirbeek J, Lambrechts D, Godderis L, Hoet PHM. Epigenetic effects of carbon nanotubes in human monocytic cells. Mutagenesis 2016; 32:181-191. [PMID: 28011750 DOI: 10.1093/mutage/gew053] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Carbon nanotubes (CNTs) are fibrous carbon-based nanomaterials with a potential to cause carcinogenesis in humans. Alterations in DNA methylation on cytosine-phosphate-guanidine (CpG) sites are potential markers of exposure-induced carcinogenesis. This study examined cytotoxicity, genotoxicity and DNA methylation alterations on human monocytic cells (THP-1) after incubation with single-walled CNTs (SWCNTs) and multi-walled CNTs (MWCNTs). Higher cytotoxicity and genotoxicity were observed after incubation with SWCNTs than incubation with MWCNTs. At the selected concentrations (25 and 100 µg/ml), DNA methylation alterations were studied. Liquid chromatography-mass spectrometry (LC-MS/MS) was used to assess global DNA methylation, and Illumina 450K microarrays were used to assess methylation of single CpG sites. Next, we assessed gene promoter-specific methylation levels. We observed no global methylation or hydroxymethylation alterations, but on gene-specific level, distinct clustering of CNT-treated samples were noted. Collectively, CNTs induced gene promoter-specific altered methylation and those 1127 different genes were identified to be hypomethylated. Differentially methylated genes were involved in several signalling cascade pathways, vascular endothelial growth factor and platelet activation pathways. Moreover, possible contribution of the epigenetic alterations to monocyte differentiation and mixed M1/M2 macrophage polarisation were discussed.
Collapse
Affiliation(s)
- Deniz Öner
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, O & N I Herestraat 49 bus 706, 3000 Leuven, Belgium
| | - Matthieu Moisse
- Laboratory of Translational Genetics, Department of Oncology, O & N IV Herestraat 49 bus 912, 3000 Leuven, Belgium.,VIB Vesalius Research Center, O & N I Herestraat 49 bus 912, 3000 Leuven, Belgium and
| | - Manosij Ghosh
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, O & N I Herestraat 49 bus 706, 3000 Leuven, Belgium
| | - Radu C Duca
- Laboratory for Occupational and Environmental Hygiene, Unit of Environment and Health, Department of Public Health and Primary Care, Kapucijnenvoer 35 blok d bus 7001, KU Leuven, 3000 Leuven, Belgium
| | - Katrien Poels
- Laboratory for Occupational and Environmental Hygiene, Unit of Environment and Health, Department of Public Health and Primary Care, Kapucijnenvoer 35 blok d bus 7001, KU Leuven, 3000 Leuven, Belgium
| | - Katrien Luyts
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, O & N I Herestraat 49 bus 706, 3000 Leuven, Belgium
| | - Eveline Putzeys
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, O & N I Herestraat 49 bus 706, 3000 Leuven, Belgium.,Unit of Biomaterials (BIOMAT), Department of Oral Health Sciences, KU Leuven, Campus Sint-Raphael, Kapucijnenvoer 7, Block A-box 7001, 3000 Leuven, Belgium and
| | - Stevan M Cokic
- Unit of Biomaterials (BIOMAT), Department of Oral Health Sciences, KU Leuven, Campus Sint-Raphael, Kapucijnenvoer 7, Block A-box 7001, 3000 Leuven, Belgium and
| | - Kirsten Van Landuyt
- Unit of Biomaterials (BIOMAT), Department of Oral Health Sciences, KU Leuven, Campus Sint-Raphael, Kapucijnenvoer 7, Block A-box 7001, 3000 Leuven, Belgium and
| | - Jeroen Vanoirbeek
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, O & N I Herestraat 49 bus 706, 3000 Leuven, Belgium.,Laboratory for Occupational and Environmental Hygiene, Unit of Environment and Health, Department of Public Health and Primary Care, Kapucijnenvoer 35 blok d bus 7001, KU Leuven, 3000 Leuven, Belgium
| | - Diether Lambrechts
- Laboratory of Translational Genetics, Department of Oncology, O & N IV Herestraat 49 bus 912, 3000 Leuven, Belgium.,VIB Vesalius Research Center, O & N I Herestraat 49 bus 912, 3000 Leuven, Belgium and
| | - Lode Godderis
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, O & N I Herestraat 49 bus 706, 3000 Leuven, Belgium.,External Service for Prevention and Protection at Work, IDEWE, Interleuvenlaan 58, 3001 Leuven, Belgium
| | - Peter H M Hoet
- Laboratory of Toxicology, Unit of Environment and Health, Department of Public Health and Primary Care, O & N I Herestraat 49 bus 706, 3000 Leuven, Belgium,
| |
Collapse
|
46
|
Dissecting bipolar disorder complexity through epigenomic approach. Mol Psychiatry 2016; 21:1490-1498. [PMID: 27480490 PMCID: PMC5071130 DOI: 10.1038/mp.2016.123] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 06/09/2016] [Accepted: 06/13/2016] [Indexed: 01/16/2023]
Abstract
In recent years, numerous studies of gene regulation mechanisms have emerged in neuroscience. Epigenetic modifications, described as heritable but reversible changes, include DNA methylation, DNA hydroxymethylation, histone modifications and noncoding RNAs. The pathogenesis of psychiatric disorders, such as bipolar disorder, may be ascribed to a complex gene-environment interaction (G × E) model, linking the genome, environmental factors and epigenetic marks. Both the high complexity and the high heritability of bipolar disorder make it a compelling candidate for neurobiological analyses beyond DNA sequencing. Questions that are being raised in this review are the precise phenotype of the disorder in question, and also the trait versus state debate and how these concepts are being implemented in a variety of study designs.
Collapse
|
47
|
Koshy L, Anju AL, Harikrishnan S, Kutty VR, Jissa VT, Kurikesu I, Jayachandran P, Jayakumaran Nair A, Gangaprasad A, Nair GM, Sudhakaran PR. Evaluating genomic DNA extraction methods from human whole blood using endpoint and real-time PCR assays. Mol Biol Rep 2016; 44:97-108. [PMID: 27686559 DOI: 10.1007/s11033-016-4085-9] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 09/22/2016] [Indexed: 11/29/2022]
Abstract
The extraction of genomic DNA is the crucial first step in large-scale epidemiological studies. Though there are many popular DNA isolation methods from human whole blood, only a few reports have compared their efficiencies using both end-point and real-time PCR assays. Genomic DNA was extracted from coronary artery disease patients using solution-based conventional protocols such as the phenol-chloroform/proteinase-K method and a non-phenolic non-enzymatic Rapid-Method, which were evaluated and compared vis-a-vis a commercially available silica column-based Blood DNA isolation kit. The appropriate method for efficiently extracting relatively pure DNA was assessed based on the total DNA yield, concentration, purity ratios (A260/A280 and A260/A230), spectral profile and agarose gel electrophoresis analysis. The quality of the isolated DNA was further analysed for PCR inhibition using a murine specific ATP1A3 qPCR assay and mtDNA/Y-chromosome ratio determination assay. The suitability of the extracted DNA for downstream applications such as end-point SNP genotyping, was tested using PCR-RFLP analysis of the AGTR1-1166A>C variant, a mirSNP having pharmacogenetic relevance in cardiovascular diseases. Compared to the traditional phenol-chloroform/proteinase-K method, our results indicated the Rapid-Method to be a more suitable protocol for genomic DNA extraction from human whole blood in terms of DNA quantity, quality, safety, processing time and cost. The Rapid-Method, which is based on a simple salting-out procedure, is not only safe and cost-effective, but also has the added advantage of being scaled up to process variable sample volumes, thus enabling it to be applied in large-scale epidemiological studies.
Collapse
Affiliation(s)
- Linda Koshy
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India.
| | - A L Anju
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India
| | - S Harikrishnan
- Department of Cardiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, 695 011, India
| | - V R Kutty
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, 695 011, India
| | - V T Jissa
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, 695 011, India
| | - Irin Kurikesu
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India
| | - Parvathy Jayachandran
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India
| | - A Jayakumaran Nair
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India
| | - A Gangaprasad
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India.,Deparment of Botany, University of Kerala, Trivandrum, 695 581, India
| | - G M Nair
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India
| | - P R Sudhakaran
- Department of Biotechnology, Inter-University Centre for Genomics and Gene Technology, University of Kerala, Trivandrum, 695 581, India.,Department of Computational Biology and Bioinformatics, University of Kerala, Trivandrum, 695 581, India
| |
Collapse
|
48
|
Pauwels S, Duca RC, Devlieger R, Freson K, Straetmans D, Van Herck E, Huybrechts I, Koppen G, Godderis L. Maternal Methyl-Group Donor Intake and Global DNA (Hydroxy)Methylation before and during Pregnancy. Nutrients 2016; 8:E474. [PMID: 27509522 PMCID: PMC4997387 DOI: 10.3390/nu8080474] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Revised: 07/14/2016] [Accepted: 07/21/2016] [Indexed: 01/01/2023] Open
Abstract
It is still unclear to which extent methyl-group intake during pregnancy can affect maternal global DNA (hydroxyl)methylation. Pregnancy methylation profiling and its link with methyl-group intake in a healthy population could enhance our understanding of the development of pregnancy related disorders. One hundred forty-eight women were enrolled in the MANOE (MAternal Nutrition and Offspring's Epigenome) study. Thiry-four women were enrolled before pregnancy and 116 during the first trimester of pregnancy. Global DNA (hydroxy)methylation in blood using LC-MS/MS and dietary methyl-group intake (methionine, folate, betaine, and choline) using a food-frequency questionnaire were estimated pre-pregnancy, during each trimester, and at delivery. Global DNA (hydroxy)methylation levels were highest pre-pregnancy and at weeks 18-22 of pregnancy. We observed a positive relation between folic acid and global DNA methylation (p = 0.04) and hydroxymethylation (p = 0.04). A high intake of methionine pre-pregnancy and in the first trimester showed lower (hydroxy)methylation percentage in weeks 11-13 and weeks 18-22, respectively. Choline and betaine intake in the first weeks was negatively associated with hydroxymethylation. Women with a high intake of these three methyl groups in the second and third trimester showed higher hyrdoxymethylation/methylation levels in the third trimester. To conclude, a time trend in DNA (hydroxy)methylation was found and women with higher methyl-group intake showed higher methylation in the third trimester, and not in earlier phases of pregnancy.
Collapse
Affiliation(s)
- Sara Pauwels
- KU Leuven, Department of Public Health and Primary Care, Environment and Health, Kapucijnenvoer 35 blok D box 7001, 3000 Leuven, Belgium.
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Boeretang 200, 2400 Mol, Belgium.
| | - Radu Corneliu Duca
- KU Leuven, Department of Public Health and Primary Care, Environment and Health, Kapucijnenvoer 35 blok D box 7001, 3000 Leuven, Belgium.
| | - Roland Devlieger
- KU Leuven, Department of Development and Regeneration, 3000 Leuven, Belgium.
- Department of Obstetrics and Gynecology, University Hospitals of Leuven, 3000 Leuven, Belgium.
| | - Kathleen Freson
- KU Leuven, Center for Molecular and Vascular Biology, UZ Herestraat 49-box 911, 3000 Leuven, Belgium.
| | - Dany Straetmans
- AML Laboratory, Department of Endocrinology, 2000 Antwerp, Belgium.
| | - Erik Van Herck
- KU Leuven, Unit Clinical and Experimental Endocrinology, UZ Herestraat 49, 3000 Leuven, Belgium.
| | - Inge Huybrechts
- International Agency for Research on Cancer, Dietary Exposure Assessment Group, 150 Cours Albert Thomas, 69372 Lyon CEDEX 08, France.
| | - Gurdun Koppen
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Boeretang 200, 2400 Mol, Belgium.
| | - Lode Godderis
- KU Leuven, Department of Public Health and Primary Care, Environment and Health, Kapucijnenvoer 35 blok D box 7001, 3000 Leuven, Belgium.
- IDEWE, External Service for Prevention and Protection at Work, Interleuvenlaan 58, 3001 Heverlee, Belgium.
| |
Collapse
|
49
|
Fast Selective Detection of Pyocyanin Using Cyclic Voltammetry. SENSORS 2016; 16:s16030408. [PMID: 27007376 PMCID: PMC4813983 DOI: 10.3390/s16030408] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Revised: 03/14/2016] [Accepted: 03/15/2016] [Indexed: 11/23/2022]
Abstract
Pyocyanin is a virulence factor uniquely produced by the pathogen Pseudomonas aeruginosa. The fast and selective detection of pyocyanin in clinical samples can reveal important information about the presence of this microorganism in patients. Electrochemical sensing of the redox-active pyocyanin is a route to directly quantify pyocyanin in real time and in situ in hospitals and clinics. The selective quantification of pyocyanin is, however, limited by other redox-active compounds existing in human fluids and by other metabolites produced by pathogenic bacteria. Here we present a direct selective method to detect pyocyanin in a complex electroactive environment using commercially available electrodes. It is shown that cyclic voltammetry measurements between −1.0 V to 1.0 V reveal a potential detection window of pyocyanin of 0.58–0.82 V that is unaffected by other redox-active interferents. The linear quantification of pyocyanin has an R2 value of 0.991 across the clinically relevant concentration range of 2–100 µM. The proposed method was tested on human saliva showing a standard deviation of 2.5% ± 1% (n = 5) from the known added pyocyanin concentration to the samples. This inexpensive procedure is suggested for clinical use in monitoring the presence and state of P. aeruginosa infection in patients.
Collapse
|
50
|
Lim Y, Sun CX, Tran P, Punyadeera C. Salivary epigenetic biomarkers in head and neck squamous cell carcinomas. Biomark Med 2016; 10:301-13. [DOI: 10.2217/bmm.16.2] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
The early detection of head and neck squamous cell carcinoma (HNSCC) continues to be a challenge to the clinician. Saliva as a diagnostic medium carries significant advantages including its close proximity to the region of interest, ease of collection and noninvasive nature. While the identification of biomarkers continues to carry significant diagnostic and prognostic utility in HNSCC, epigenetic alterations present a novel opportunity to serve this purpose. With the developments of novel and innovative technologies, epigenetic alterations are now emerging as attractive candidates in HNSCC. As such, this review will focus on two commonly aberrant epigenetic alterations: DNA methylation and microRNA expression in HNSCC and their potential clinical utility. Identification and validation of these salivary epigenetic biomarkers would not only enable early diagnosis but will also facilitate in the clinical management.
Collapse
Affiliation(s)
- Yenkai Lim
- The School of Biomedical Sciences, Institute of Health & Biomedical Innovations, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4001, Australia
| | - Charles Xiaohang Sun
- The School of Biomedical Sciences, Institute of Health & Biomedical Innovations, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4001, Australia
- School of Dentistry, The University of Queensland, 288 Herston Rd, Herston, Brisbane, QLD 4006, Australia
| | - Peter Tran
- The School of Biomedical Sciences, Institute of Health & Biomedical Innovations, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4001, Australia
- School of Dentistry, The University of Queensland, 288 Herston Rd, Herston, Brisbane, QLD 4006, Australia
| | - Chamindie Punyadeera
- The School of Biomedical Sciences, Institute of Health & Biomedical Innovations, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4001, Australia
| |
Collapse
|