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The integration of epigenetics and genetics in nutrition research for CVD risk factors. Proc Nutr Soc 2016; 76:333-346. [PMID: 27919301 DOI: 10.1017/s0029665116000823] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
There is increasing evidence documenting gene-by-environment (G × E) interactions for CVD related traits. However, the underlying mechanisms are still unclear. DNA methylation may represent one of such potential mechanisms. The objective of this review paper is to summarise the current evidence supporting the interplay among DNA methylation, genetic variants, and environmental factors, specifically (1) the association between SNP and DNA methylation; (2) the role that DNA methylation plays in G × E interactions. The current evidence supports the notion that genotype-dependent methylation may account, in part, for the mechanisms underlying observed G × E interactions in loci such asAPOE, IL6and ATP-binding cassette A1. However, these findings should be validated using intervention studies with high level of scientific evidence. The ultimate goal is to apply the knowledge and the technology generated by this research towards genetically based strategies for the development of personalised nutrition and medicine.
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Breton CV, Yao J, Millstein J, Gao L, Siegmund KD, Mack W, Whitfield-Maxwell L, Lurmann F, Hodis H, Avol E, Gilliland FD. Prenatal Air Pollution Exposures, DNA Methyl Transferase Genotypes, and Associations with Newborn LINE1 and Alu Methylation and Childhood Blood Pressure and Carotid Intima-Media Thickness in the Children's Health Study. ENVIRONMENTAL HEALTH PERSPECTIVES 2016; 124:1905-1912. [PMID: 27219456 PMCID: PMC5132634 DOI: 10.1289/ehp181] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Revised: 11/05/2015] [Accepted: 05/03/2016] [Indexed: 05/08/2023]
Abstract
BACKGROUND Although exposure to ambient air pollutants increases cardiovascular disease risk in adults little is known about the effects of prenatal exposure. Genetic variation and epigenetic alterations are two mechanisms that may influence the effects of early-life exposures on cardiovascular phenotypes. OBJECTIVES We investigated whether genetic and epigenetic variation modify associations between prenatal air pollution on markers of cardiovascular risk in childhood. METHODS We used linear regression analysis to investigate the associations between prenatal pollutants (PM2.5, PM10, NO2, O3), long interspersed nuclear elements (LINE1) and AluYb8 DNA methylation levels measured in newborn blood spot tests, and carotid intima-media thickness (CIMT) and blood pressure (BP) in 459 participants as part of the Children's Health Study. Interaction terms were also included to test for effect modification of these associations by genetic variation in methylation reprogramming genes. RESULTS Prenatal exposure to NO2 in the third trimester of pregnancy was associated with higher systolic BP in 11-year-old children. Prenatal exposure to multiple air pollutants in the first trimester was associated with lower DNA methylation in LINE1, whereas later exposure to O3 was associated with higher LINE1 methylation levels in newborn blood spots. The magnitude of associations with prenatal air pollution varied according to genotype for 11 SNPs within DNA methyltransferase 1 (DNMT1), DNA methyltransferase 3 Beta (DNMT3B), Tet methylcytosine dioxygenase 2 (TET2), and Thymine DNA glycosylase (TDG) genes. Although first-trimester O3 exposure was not associated with CIMT and systolic BP overall, associations within strata of DNMT1 or DNMT3B were observed, and the magnitude and the direction of these associations depended on DNMT1 genotypes. CONCLUSIONS Genetic and epigenetic variation in DNA methylation reprogramming genes and in LINE1 retrotransposons may play important roles in downstream cardiovascular consequences of prenatal air pollution exposure. Citation: Breton CV, Yao J, Millstein J, Gao L, Siegmund KD, Mack W, Whitfield-Maxwell L, Lurmann F, Hodis H, Avol E, Gilliland FD. 2016. Prenatal air pollution exposures, DNA methyl transferase genotypes, and associations with newborn LINE1 and Alu methylation and childhood blood pressure and carotid intima-media thickness in the Children's Health Study. Environ Health Perspect 124:1905-1912; http://dx.doi.org/10.1289/EHP181.
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Affiliation(s)
- Carrie V. Breton
- Department of Preventive Medicine, and
- Address correspondence to C.V. Breton, Department of Preventive Medicine, USC Keck School of Medicine, 2001 N. Soto St., Los Angeles, CA 90089 USA. Telephone: (323) 442-7383. E-mail:
| | - Jin Yao
- Department of Preventive Medicine, and
| | | | - Lu Gao
- Department of Preventive Medicine, and
| | | | - Wendy Mack
- Department of Preventive Medicine, and
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, California, USA
| | - Lora Whitfield-Maxwell
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, California, USA
| | - Fred Lurmann
- Sonoma Technology, Inc., Petaluma, California, USA
| | - Howard Hodis
- Department of Preventive Medicine, and
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, California, USA
| | - Ed Avol
- Department of Preventive Medicine, and
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Sierra MI, Valdés A, Fernández AF, Torrecillas R, Fraga MF. The effect of exposure to nanoparticles and nanomaterials on the mammalian epigenome. Int J Nanomedicine 2016; 11:6297-6306. [PMID: 27932878 PMCID: PMC5135284 DOI: 10.2147/ijn.s120104] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Human exposure to nanomaterials and nanoparticles is increasing rapidly, but their effects on human health are still largely unknown. Epigenetic modifications are attracting ever more interest as possible underlying molecular mechanisms of gene–environment interactions, highlighting them as potential molecular targets following exposure to nanomaterials and nanoparticles. Interestingly, recent research has identified changes in DNA methylation, histone post-translational modifications, and noncoding RNAs in mammalian cells exposed to nanomaterials and nanoparticles. However, the challenge for the future will be to determine the molecular pathways driving these epigenetic alterations, the possible functional consequences, and the potential effects on health.
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Affiliation(s)
- M I Sierra
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), Hospital Universitario Central de Asturias (HUCA), Universidad de Oviedo, Oviedo
| | - A Valdés
- Nanomaterials and Nanotechnology Research Center (CINN-CSIC), Universidad de Oviedo-Principado de Asturias, El Entrego, Spain
| | - A F Fernández
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), Hospital Universitario Central de Asturias (HUCA), Universidad de Oviedo, Oviedo
| | - R Torrecillas
- Nanomaterials and Nanotechnology Research Center (CINN-CSIC), Universidad de Oviedo-Principado de Asturias, El Entrego, Spain
| | - M F Fraga
- Nanomaterials and Nanotechnology Research Center (CINN-CSIC), Universidad de Oviedo-Principado de Asturias, El Entrego, Spain
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54
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The role of epigenetic modifications in cardiovascular disease: A systematic review. Int J Cardiol 2016; 212:174-83. [DOI: 10.1016/j.ijcard.2016.03.062] [Citation(s) in RCA: 121] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Revised: 03/14/2016] [Accepted: 03/16/2016] [Indexed: 01/11/2023]
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Marsit CJ, Brummel SS, Kacanek D, Seage GR, Spector SA, Armstrong DA, Lester BM, Rich K. Infant peripheral blood repetitive element hypomethylation associated with antiretroviral therapy in utero. Epigenetics 2016; 10:708-16. [PMID: 26067216 DOI: 10.1080/15592294.2015.1060389] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
The use of combination antiretroviral therapy (cART) to prevent HIV mother-to-child transmission during pregnancy and delivery is generally considered safe. However, vigilant assessment of potential risks of these agents remains warranted. Epigenetic changes including DNA methylation are considered potential mechanisms linking the in utero environment with long-term health outcomes. Few studies have examined the epigenetic effects of prenatal exposure to pharmaceutical agents, including antiretroviral therapies, on children. In this study, we examined the methylation status of the LINE-1 and ALU-Yb8 repetitive elements as markers of global DNA methylation alteration in peripheral blood mononuclear cells obtained from newborns participating in the Pediatric HIV/AIDS Cohort Study SMARTT cohort of HIV-exposed, cART-exposed uninfected infants compared to a historical cohort of HIV-exposed, antiretroviral-unexposed infants from the Women and Infants Transmission Study Cohort. In linear regression models controlling for potential confounders, we found the adjusted mean difference of AluYb8 methylation of the cART-exposed compared to the -unexposed was -0.568 (95% CI: -1.023, -0.149) and for LINE-1 methylation was -1.359 (95% CI: -1.860, -0.857). Among those exposed to cART, subjects treated with atazanavir (ATV), compared to those on other treatments, had less AluYb8 methylation (-0.524, 95% CI: -0.025, -1.024). Overall, these results suggest a small but statistically significant reduction in the methylation of these repetitive elements in an HIV-exposed, cART-exposed cohort compared to an HIV-exposed, cART-unexposed historic cohort. The potential long-term implications of these differences are worthy of further examination.
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Affiliation(s)
- Carmen J Marsit
- a Departments of Pharmacology and Toxicology and of Epidemiology; Geisel School of Medicine at Dartmouth ; Hanover , NH USA
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Association of in vitro fertilization with global and IGF2/H19 methylation variation in newborn twins. J Dev Orig Health Dis 2016; 6:115-24. [PMID: 25857739 DOI: 10.1017/s2040174415000161] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
In vitro fertilization (IVF) and its subset intracytoplasmic sperm injection (ICSI), are widely used medical treatments for conception. There has been controversy over whether IVF is associated with adverse short- and long-term health outcomes of offspring. As with other prenatal factors, epigenetic change is thought to be a molecular mediator of any in utero programming effects. Most studies focused on DNA methylation at gene-specific and genomic level, with only a few on associations between DNA methylation and IVF. Using buccal epithelium from 208 twin pairs from the Peri/Postnatal Epigenetic Twin Study (PETS), we investigated associations between IVF and DNA methylation on a global level, using the proxies of Alu and LINE-1 interspersed repeats in addition to two locus-specific regulatory regions within IGF2/H19, controlling for 13 potentially confounding factors. Using multiple correction testing, we found strong evidence that IVF-conceived twins have lower DNA methylation in Alu, and weak evidence of lower methylation in one of the two IGF2/H19 regulatory regions and LINE-1, compared with naturally conceived twins. Weak evidence of a relationship between ICSI and DNA methylation within IGF2/H19 regulatory region was found, suggesting that one or more of the processes associated with IVF/ICSI may contribute to these methylation differences. Lower within- and between-pair DNA methylation variation was also found in IVF-conceived twins for LINE-1, Alu and one IGF2/H19 regulatory region. Although larger sample sizes are needed, our results provide additional insight to the possible influence of IVF and ICSI on DNA methylation. To our knowledge, this is the largest study to date investigating the association of IVF and DNA methylation.
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Napoli C, Grimaldi V, De Pascale MR, Sommese L, Infante T, Soricelli A. Novel epigenetic-based therapies useful in cardiovascular medicine. World J Cardiol 2016; 8:211-219. [PMID: 26981216 PMCID: PMC4766271 DOI: 10.4330/wjc.v8.i2.211] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 09/28/2015] [Accepted: 12/18/2015] [Indexed: 02/06/2023] Open
Abstract
Epigenetic modifications include DNA methylation, histone modifications, and microRNA. Gene alterations have been found to be associated with cardiovascular diseases, and epigenetic mechanisms are continuously being studied to find new useful strategies for the clinical management of afflicted patients. Numerous cardiovascular disorders are characterized by the abnormal methylation of CpG islands and so specific drugs that could inhibit DNA methyltransferase directly or by reducing its gene expression (e.g., hydralazine and procainamide) are currently under investigation. The anti-proliferative and anti-inflammatory properties of histone deacetylase inhibitors and their cardio-protective effects have been confirmed in preclinical studies. Furthermore, the regulation of the expression of microRNA targets through pharmacological tools is still under development. Indeed, large controlled trials are required to establish whether current possible candidate antisense microRNAs could offer better therapeutic benefits in clinical practice. Here, we updated therapeutic properties, side effects, and feasibility of emerging epigenetic-based strategies in cardiovascular diseases by highlighting specific problematic issues that still affect the development of large scale novel therapeutic protocols.
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Chen X, Bai G, Scholl TO. Spontaneous Preterm Delivery, Particularly with Reduced Fetal Growth, is Associated with DNA Hypomethylation of Tumor Related Genes. ACTA ACUST UNITED AC 2016; 3. [PMID: 27500275 PMCID: PMC4975560 DOI: 10.4172/2376-127x.1000215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Background Preterm delivery and sub-optimal fetal growth are associated with each other and affect both mother and infant. Our aim was to determine (i) whether there are detectable differences in DNA methylation between early and late gestation and (ii) whether changes in DNA methylation from entry are associated with spontaneous preterm delivery with and without reduced fetal growth. Methods We conducted a case-control study nested within a large prospective cohort. Gene specific methylation was measured by Methyl-Profiler PCR Array in a Human Breast Cancer Signature Panel of 24 genes from maternal peripheral leukocytes genomic DNA at entry and 3rd trimester (sampled at 16 and 30 weeks of gestation, respectively). Clonal bisulfite DNA sequencing was performed to confirm the changes in selected genes (CYP1B1, GADD45A and CXCL12). Multivariable analysis was used for data analysis. Results There was significantly decrease in DNA methylation in 15 of 24 genes during the 3rd trimester in cases of spontaneous preterm delivery (n=23) as compared to the controls (n=19) (p<0.05–p<0.01 for each gene). Similar results were observed by bisulfite sequencing for 3 genes. The change in DNA methylation between late and early gestation was significantly different in cases (overall decrease in methylation was −4.0 ± 1.5%) compared to the controls (overall increase in methylation was 12.6 ± 2.19%, p<0.0001). A graded pattern of DNA methylation was observed in 15 genes. Cases who delivered preterm with reduced fetal growth had the lowest level of methylation, cases delivering preterm without reduced fetal growth were next and term controls were highest in methylation (p for trend <0.05 to p<0.01 for each gene). Cases of preterm delivery also had significantly lower dietary choline intake. Conclusions These data suggest that epigenetic modification is associated with an increased risk of spontaneous preterm delivery, spontaneous preterm delivery with reduced fetal growth in particular.
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Affiliation(s)
- Xinhua Chen
- Department of Obstetrics and Gynecology, Rowan University - School of Osteopathic Medicine, Stratford, NJ, USA
| | - Guang Bai
- Department of Neural and Pain Sciences, University of Maryland, School of Dentistry, Baltimore, MD, USA
| | - Theresa O Scholl
- Department of Obstetrics and Gynecology, Rowan University - School of Osteopathic Medicine, Stratford, NJ, USA
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Kim D, Kubzansky LD, Baccarelli A, Sparrow D, Spiro A, Tarantini L, Cantone L, Vokonas P, Schwartz J. Psychological factors and DNA methylation of genes related to immune/inflammatory system markers: the VA Normative Aging Study. BMJ Open 2016; 6:e009790. [PMID: 26733571 PMCID: PMC4716233 DOI: 10.1136/bmjopen-2015-009790] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES Although psychological factors have been associated with chronic diseases such as coronary heart disease (CHD), the underlying pathways for these associations have yet to be elucidated. DNA methylation has been posited as a mechanism linking psychological factors to CHD risk. In a cohort of community-dwelling elderly men, we explored the associations between positive and negative psychological factors with DNA methylation in promoter regions of multiple genes involved in immune/inflammatory processes related to atherosclerosis. DESIGN Prospective cohort study. SETTING Greater Boston, Massachusetts area. PARTICIPANTS Samples of 538 to 669 men participating in the Normative Aging Study cohort with psychological measures and DNA methylation measures, collected on 1-4 visits between 1999 and 2006 (mean age=72.7 years at first visit). OUTCOME MEASURES We examined anxiety, depression, hostility and life satisfaction as predictors of leucocyte gene-specific DNA methylation. We estimated repeated measures linear mixed models, controlling for age, smoking, education, history of heart disease, stroke or diabetes, % lymphocytes, % monocytes and plasma folate. RESULTS Psychological distress measured by anxiety, depression and hostility was positively associated, and happiness and life satisfaction were inversely associated with average Intercellular Adhesion Molecule-1 (ICAM-1) and coagulation factor III (F3) promoter methylation levels. There was some evidence that hostility was positively associated with toll-like receptor 2 (TLR-2) promoter methylation, and that life satisfaction was inversely associated with TLR-2 and inducible nitric oxide synthase (iNOS) promoter methylation. We observed less consistent and significant associations between psychological factors and average methylation for promoters of the genes for glucocorticoid receptor (NR3C1), interferon-γ (IFN-γ) and interleukin 6 (IL-6). CONCLUSIONS These findings suggest that positive and negative psychological factors affect DNA methylation of selected genes involved in chronic immune/inflammatory processes and inflammation-related endothelial dysfunction. Such epigenetic changes may represent biological pathways that mediate the effects of psychological factors on CHD.
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Affiliation(s)
- Daniel Kim
- Department of Health Sciences, Northeastern University, Boston, Massachusetts, USA
- Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, Massachusetts, USA
- Department of Human and Social Sciences, EHESP French School of Public Health, Rennes, France
| | - Laura D Kubzansky
- Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Andrea Baccarelli
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - David Sparrow
- Boston University School of Medicine, Boston, Massachusetts, USA
- VA Normative Aging Study, VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Avron Spiro
- VA Normative Aging Study, VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Letizia Tarantini
- University of Milan, Milan, Italy
- IRCCS Maggiore Policlinico Hospital, Milan, Italy
| | | | - Pantel Vokonas
- VA Normative Aging Study, VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Joel Schwartz
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
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Zhong J, Cayir A, Trevisi L, Sanchez-Guerra M, Lin X, Peng C, Bind MA, Prada D, Laue H, Brennan KJM, Dereix A, Sparrow D, Vokonas P, Schwartz J, Baccarelli AA. Traffic-Related Air Pollution, Blood Pressure, and Adaptive Response of Mitochondrial Abundance. Circulation 2015; 133:378-87. [PMID: 26660284 DOI: 10.1161/circulationaha.115.018802] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Accepted: 12/01/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND Exposure to black carbon (BC), a tracer of vehicular-traffic pollution, is associated with increased blood pressure (BP). Identifying biological factors that attenuate BC effects on BP can inform prevention. We evaluated the role of mitochondrial abundance, an adaptive mechanism compensating for cellular-redox imbalance, in the BC-BP relationship. METHODS AND RESULTS At ≥ 1 visits among 675 older men from the Normative Aging Study (observations=1252), we assessed daily BP and ambient BC levels from a stationary monitor. To determine blood mitochondrial abundance, we used whole blood to analyze mitochondrial-to-nuclear DNA ratio (mtDNA/nDNA) using quantitative polymerase chain reaction. Every standard deviation increase in the 28-day BC moving average was associated with 1.97 mm Hg (95% confidence interval [CI], 1.23-2.72; P<0.0001) and 3.46 mm Hg (95% CI, 2.06-4.87; P<0.0001) higher diastolic and systolic BP, respectively. Positive BC-BP associations existed throughout all time windows. BC moving averages (5-day to 28-day) were associated with increased mtDNA/nDNA; every standard deviation increase in 28-day BC moving average was associated with 0.12 standard deviation (95% CI, 0.03-0.20; P=0.007) higher mtDNA/nDNA. High mtDNA/nDNA significantly attenuated the BC-systolic BP association throughout all time windows. The estimated effect of 28-day BC moving average on systolic BP was 1.95-fold larger for individuals at the lowest mtDNA/nDNA quartile midpoint (4.68 mm Hg; 95% CI, 3.03-6.33; P<0.0001), in comparison with the top quartile midpoint (2.40 mm Hg; 95% CI, 0.81-3.99; P=0.003). CONCLUSIONS In older adults, short-term to moderate-term ambient BC levels were associated with increased BP and blood mitochondrial abundance. Our findings indicate that increased blood mitochondrial abundance is a compensatory response and attenuates the cardiac effects of BC.
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Affiliation(s)
- Jia Zhong
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Akin Cayir
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Letizia Trevisi
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Marco Sanchez-Guerra
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Xinyi Lin
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Cheng Peng
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Marie-Abèle Bind
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Diddier Prada
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Hannah Laue
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Kasey J M Brennan
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Alexandra Dereix
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - David Sparrow
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Pantel Vokonas
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Joel Schwartz
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.)
| | - Andrea A Baccarelli
- From Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (J.Z., A.C., L.T., M.S.-G., C.P., M.-A.B., D.P., H.L., K.J.M.B., A.D., J.S., A.A.B.); Vocational Health College, Canakkale Onsekiz Mart University, Çanakkale, Turkey (A.C.); Singapore Institute for Clinical Sciences, Singapore (X.L.); Department of Statistics, Harvard University, Cambridge, MA (M.-A.B.); Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología, Mexico City, Mexico (D.P.); and VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, MA (D.S., P.V.).
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Marsit CJ. Influence of environmental exposure on human epigenetic regulation. ACTA ACUST UNITED AC 2015; 218:71-9. [PMID: 25568453 DOI: 10.1242/jeb.106971] [Citation(s) in RCA: 166] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Environmental toxicants can alter epigenetic regulatory features such as DNA methylation and microRNA expression. As the sensitivity of epigenomic regulatory features may be greatest during the in utero period, when critical windows are narrow, and when epigenomic profiles are being set, this review will highlight research focused on that period. I will focus on work in human populations, where the impact of environmental toxicants in utero, including cigarette smoke and toxic trace metals such as arsenic, mercury and manganese, on genome-wide, gene-specific DNA methylation has been assessed. In particular, arsenic is highlighted, as this metalloid has been the focus of a number of studies and its detoxification mechanisms are well understood. Importantly, the tissues and cells being examined must be considered in context in order to interpret the findings of these studies. For example, by studying the placenta, it is possible to identify potential epigenetic adaptations of key genes and pathways that may alter the developmental course in line with the developmental origins of health and disease paradigm. Alternatively, studies of newborn cord blood can be used to examine how environmental exposure in utero can impact the composition of cells within the peripheral blood, leading to immunological effects of exposure. The results suggest that in humans, like other vertebrates, there is a susceptibility for epigenomic alteration by the environment during intrauterine development, and this may represent a mechanism of plasticity of the organism in response to its environment as well as a mechanism through which long-term health consequences can be shaped.
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Affiliation(s)
- Carmen J Marsit
- Department of Pharmacology and Toxicology and Section of Epidemiology and Biostatistics in the Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
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Greißel A, Culmes M, Napieralski R, Wagner E, Gebhard H, Schmitt M, Zimmermann A, Eckstein HH, Zernecke A, Pelisek J. Alternation of histone and DNA methylation in human atherosclerotic carotid plaques. Thromb Haemost 2015; 114:390-402. [PMID: 25993995 DOI: 10.1160/th14-10-0852] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Accepted: 02/25/2015] [Indexed: 01/08/2023]
Abstract
Little is known about epigenetics and its possible role in atherosclerosis. We here analysed histone and DNA methylation and the expression of corresponding methyltransferases in early and advanced human atherosclerotic carotid lesions in comparison to healthy carotid arteries. Western Blotting was performed on carotid plaques from our biobank with early (n=60) or advanced (n=60) stages of atherosclerosis and healthy carotid arteries (n=12) to analyse di-methylation patterns of histone H3 at positions K4, K9 and K27. In atherosclerotic lesions, di-methylation of H3K4 was unaltered and that of H3K9 and H3K27 significantly decreased compared to control arteries. Immunohistochemistry revealed an increased appearance of di-methylated H3K4 in smooth muscle cells (SMCs), a decreased expression of di-methylated H3K9 in SMCs and inflammatory cells, and reduced di-methylated H3K27 in inflammatory cells in advanced versus early atherosclerosis. Expression of corresponding histone methyltransferases MLL2 and G9a was increased in advanced versus early atherosclerosis. Genomic DNA hypomethylation, as determined by PCR for methylated LINE1 and SAT-alpha, was observed in early and advanced plaques compared to control arteries and in cell-free serum of patients with high-grade carotid stenosis compared to healthy volunteers. In contrast, no differences in DNA methylation were observed in blood cells. Expression of DNA-methyltransferase DNMT1 was reduced in atherosclerotic plaques versus controls, DNMT3A was undetectable, and DNMT3B not altered. DNA-demethylase TET1 was increased in atherosclerosisc plaques. The extent of histone and DNA methylation and expression of some corresponding methyltransferases are significantly altered in atherosclerosis, suggesting a possible contribution of epigenetics in disease development.
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Affiliation(s)
| | | | | | | | | | | | | | | | - A Zernecke
- Alma Zernecke, MD, Department of Vascular and Endovascular Surgery, Klinikum rechts der Isar der Technischen Universitaet Muenchen, Ismaninger Str. 22, D-81675 Munich, Germany, Phone: 0049-89-4140-5168, Fax: 0049-89-4140-4861, E-mail:
| | - J Pelisek
- Jaroslav Pelisek, PhD, Department of Vascular and Endovascular Surgery, Klinikum rechts der Isar der Technischen Universitaet Muenchen, Ismaninger Str. 22, D-81675 Munich, Germany, Phone: 0049-89-4140-5168, Fax: 0049-89-4140-4861, E-mail:
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Abstract
BACKGROUND Previous studies have found relationships between DNA methylation and various environmental contaminant exposures. Associations with weather have not been examined. Because temperature and humidity are related to mortality even on non-extreme days, we hypothesized that temperature and relative humidity may affect methylation. METHODS We repeatedly measured methylation on long interspersed nuclear elements (LINE-1), Alu, and 9 candidate genes in blood samples from 777 elderly men participating in the Normative Aging Study (1999-2009). We assessed whether ambient temperature and relative humidity are related to methylation on LINE-1 and Alu, as well as on genes controlling coagulation, inflammation, cortisol, DNA repair, and metabolic pathway. We examined intermediate-term associations of temperature, relative humidity, and their interaction with methylation, using distributed lag models. RESULTS Temperature or relative humidity levels were associated with methylation on tissue factor (F3), intercellular adhesion molecule 1 (ICAM-1), toll-like receptor 2 (TRL-2), carnitine O-acetyltransferase (CRAT), interferon gamma (IFN-γ), inducible nitric oxide synthase (iNOS), and glucocorticoid receptor, LINE-1, and Alu. For instance, a 5°C increase in 3-week average temperature in ICAM-1 methylation was associated with a 9% increase (95% confidence interval: 3% to 15%), whereas a 10% increase in 3-week average relative humidity was associated with a 5% decrease (-8% to -1%). The relative humidity association with ICAM-1 methylation was stronger on hot days than mild days. CONCLUSIONS DNA methylation in blood cells may reflect biological effects of temperature and relative humidity. Temperature and relative humidity may also interact to produce stronger effects.
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Zhong J, Colicino E, Lin X, Mehta A, Kloog I, Zanobetti A, Byun HM, Bind MA, Cantone L, Prada D, Tarantini L, Trevisi L, Sparrow D, Vokonas P, Schwartz J, Baccarelli AA. Cardiac autonomic dysfunction: particulate air pollution effects are modulated by epigenetic immunoregulation of Toll-like receptor 2 and dietary flavonoid intake. J Am Heart Assoc 2015; 4:e001423. [PMID: 25628407 PMCID: PMC4330067 DOI: 10.1161/jaha.114.001423] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Background Short‐term fine particles (PM2.5) exposure is associated with reduced heart rate variability, a strong predictor of cardiac mortality among older people. Identifying modifiable factors that confer susceptibility is essential for intervention. We evaluated whether Toll‐like receptor 2 (TLR2) methylation, a reversible immune‐epigenetic process, and its dietary modulation by flavonoids and methyl nutrients, modify susceptibility to heart rate variability effects following PM2.5 exposure. Methods and Results We measured heart rate variability and PM2.5 repeatedly over 11 years (1275 total observations) among 573 elderly men from the Normative Aging Study. Blood TLR2 methylation was analyzed using pyrosequencing. Daily flavonoid and methyl nutrients intakes were assessed through the Food Frequency Questionnaire (FFQ). Every 10 μg/m3 increase in 48‐hour PM2.5 moving average was associated with 7.74% (95% CI: −1.21% to 15.90%; P=0.09), 7.46% (95% CI: 0.99% to 13.50%; P=0.02), 14.18% (95% CI: 1.14% to 25.49%; P=0.03), and 12.94% (95% CI: −2.36% to 25.96%; P=0.09) reductions in root mean square of successive differences, standard deviation of normal‐to‐normal intervals, low‐frequency power, and high‐frequency power, respectively. Higher TLR2 methylation exacerbated the root mean square of successive differences, standard deviation of normal‐to‐normal intervals, low‐frequency, and high‐frequency reductions associated with heightened PM2.5 (Pinteraction=0.006, 0.03, 0.05, 0.04, respectively). Every interquartile‐range increase in flavonoid intake was associated with 5.09% reduction in mean TLR2 methylation (95% CI: 0.12% to 10.06%; P=0.05) and counteracted the effects of PM2.5 on low frequency (Pinteraction=0.05). No significant effect of methyl nutrients on TLR2 methylation was observed. Conclusions Higher TLR2 methylation may confer susceptibility to adverse cardiac autonomic effects of PM2.5 exposure in older individuals. Higher flavonoid intake may attenuate these effects, possibly by decreasing TLR2 methylation.
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Affiliation(s)
- Jia Zhong
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - Elena Colicino
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - Xinyi Lin
- Department of Biostatistics, Harvard School of Public Health, Boston, MA (X.L., M.A.B.) Singapore Institute for Clinical Sciences, Singapore (X.L.)
| | - Amar Mehta
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - Itai Kloog
- Department of Geography and Environmental Development, Ben-Gurion University of the Negev, Beer Sheva, Israel (I.K.)
| | - Antonella Zanobetti
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - Hyang-Min Byun
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - Marie-Abèle Bind
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.) Department of Biostatistics, Harvard School of Public Health, Boston, MA (X.L., M.A.B.)
| | - Laura Cantone
- Center of Molecular and Genetic Epidemiology, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy (L.C., L.T.)
| | - Diddier Prada
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - Letizia Tarantini
- Center of Molecular and Genetic Epidemiology, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy (L.C., L.T.)
| | - Letizia Trevisi
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - David Sparrow
- VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, Boston, MA (D.S., P.V.)
| | - Pantel Vokonas
- VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, Boston, MA (D.S., P.V.)
| | - Joel Schwartz
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
| | - Andrea A Baccarelli
- Department of Environmental Health, Harvard School of Public Health, Boston, MA (J.Z., E.C., A.M., A.Z., H.M.B., M.A.B., D.P., L.T., J.S., A.A.B.)
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Clinical applications of epigenetics in cardiovascular disease: the long road ahead. Transl Res 2015; 165:143-53. [PMID: 24768945 PMCID: PMC4190107 DOI: 10.1016/j.trsl.2014.04.004] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Revised: 04/01/2014] [Accepted: 04/01/2014] [Indexed: 12/18/2022]
Abstract
Epigenetic processes, defined as heritable changes in gene expression that occur without changes to the DNA sequence, have emerged as a promising area of cardiovascular disease research. Epigenetic information transcends that of the genotype alone and provides for an integrated etiologic picture of cardiovascular disease pathogenesis because of the interaction of the epigenome with the environment. Epigenetic biomarkers, which include DNA methylation, histone modifications, and RNA-based mechanisms, are both modifiable and cell-type specific, which makes them not only responsive to the environment, but also an attractive target for drug development. However, the enthusiasm surrounding possible applications of cardiovascular epigenetics currently outpaces available evidence. In this review, the authors synthesize the evidence linking epigenetic changes with cardiovascular disease, emphasizing the gap between the translational potential and the clinical reality of cardiovascular epigenetics.
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Fan T, Fang SC, Cavallari JM, Barnett IJ, Wang Z, Su L, Byun HM, Lin X, Baccarelli AA, Christiani DC. Heart rate variability and DNA methylation levels are altered after short-term metal fume exposure among occupational welders: a repeated-measures panel study. BMC Public Health 2014; 14:1279. [PMID: 25512264 PMCID: PMC4302115 DOI: 10.1186/1471-2458-14-1279] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Accepted: 12/11/2014] [Indexed: 02/03/2023] Open
Abstract
Background In occupational settings, boilermakers are exposed to high levels of metallic fine particulate matter (PM2.5) generated during the welding process. The effect of welding PM2.5 on heart rate variability (HRV) has been described, but the relationship between PM2.5, DNA methylation, and HRV is not known. Methods In this repeated-measures panel study, we recorded resting HRV and measured DNA methylation levels in transposable elements Alu and long interspersed nuclear element-1 (LINE-1) in peripheral blood leukocytes under ambient conditions (pre-shift) and right after a welding task (post-shift) among 66 welders. We also monitored personal PM2.5 level in the ambient environment and during the welding procedure. Results The concentration of welding PM2.5 was significantly higher than background levels in the union hall (0.43 mg/m3 vs. 0.11 mg/m3, p < 0.0001). The natural log of transformed power in the high frequency range (ln HF) had a significantly negative association with PM2.5 exposure (β = -0.76, p = 0.035). pNN10 and pNN20 also had a negative association with PM2.5 exposure (β = -0.16%, p = 0.006 and β = -0.13%, p = 0.030, respectively). PM2.5 was positively associated with LINE-1 methylation [β = 0.79%, 5-methylcytosince (%mC), p = 0.013]; adjusted for covariates. LINE-1 methylation did not show an independent association with HRV. Conclusions Acute decline of HRV was observed following exposure to welding PM2.5 and evidence for an epigenetic response of transposable elements to short-term exposure to high-level metal-rich particulates was reported. Electronic supplementary material The online version of this article (doi:10.1186/1471-2458-14-1279) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - David C Christiani
- Department of Environmental Health, Harvard School of Public Health, Boston, MA 02115, USA.
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Zaina S, Heyn H, Carmona FJ, Varol N, Sayols S, Condom E, Ramírez-Ruz J, Gomez A, Gonçalves I, Moran S, Esteller M. DNA methylation map of human atherosclerosis. ACTA ACUST UNITED AC 2014; 7:692-700. [PMID: 25091541 DOI: 10.1161/circgenetics.113.000441] [Citation(s) in RCA: 182] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Epigenetic alterations may contribute to the development of atherosclerosis. In particular, DNA methylation, a reversible and highly regulated DNA modification, could influence disease onset and progression because it functions as an effector for environmental influences, including diet and lifestyle, both of which are risk factors for cardiovascular diseases. METHODS AND RESULTS To address the role of DNA methylation changes in atherosclerosis, we compared a donor-matched healthy and atherosclerotic human aorta sample using whole-genome shotgun bisulfite sequencing. We observed that the atherosclerotic portion of the aorta was hypermethylated across many genomic loci in comparison with the matched healthy counterpart. Furthermore, we defined specific loci of differential DNA methylation using a set of donor-matched aortic samples and a high-density (>450 000 CpG sites) DNA methylation microarray. The functional importance in the disease was corroborated by crossing the DNA methylation signature with the corresponding expression data of the same samples. Among the differentially methylated CpGs associated with atherosclerosis onset, we identified genes participating in endothelial and smooth muscle functions. These findings provide new clues toward a better understanding of the molecular mechanisms of atherosclerosis. CONCLUSIONS Our data identify an atherosclerosis-specific DNA methylation profile that highlights the contribution of different genes and pathways to the disorder. Interestingly, the observed gain of DNA methylation in the atherosclerotic lesions justifies efforts to develop DNA demethylating agents for therapeutic benefit.
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Affiliation(s)
- Silvio Zaina
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.).
| | - Holger Heyn
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - F Javier Carmona
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - Nuray Varol
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - Sergi Sayols
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - Enric Condom
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - José Ramírez-Ruz
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - Antonio Gomez
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - Isabel Gonçalves
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - Sebastian Moran
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.)
| | - Manel Esteller
- From the Division of Health Sciences, Department of Medical Sciences, University of Guanajuato, León, Guanajuato, Mexico (S.Z.); Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Catalonia, Spain (H.H., F.J.C., N.V., S.S., A.G., S.M., M.E.); Department of Pathology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL) (E.C.), Barcelona, Spain; Department of Pathology and Experimental Therapeutics (E.C.), Department of Anatomy and Pathology, Hospital Clinic (J.R.-R.), Department of Physiological Sciences II, School of Medicine (M.E.), University of Barcelona, Barcelona, Catalonia, Spain; Experimental Cardiovascular Research, Lund University, Malmö, Sweden (I.G.); and Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain (M.E.).
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Decreased global DNA methylation in the white blood cells of high fat diet fed vervet monkeys (Chlorocebus aethiops). J Physiol Biochem 2014; 70:725-33. [PMID: 24943073 DOI: 10.1007/s13105-014-0341-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Accepted: 06/06/2014] [Indexed: 01/04/2023]
Abstract
Epigenetic mechanisms are associated with the development of many chronic diseases and due to their reversible nature offer a unique window of opportunity to reverse the disease phenotype. This study investigated whether global DNA methylation correlates with dysglycemia in the vervet monkey (Chlorocebus aethiops). Diet-induced changes in DNA methylation were observed where global DNA methylation was twofold lower in monkeys fed a high fat diet (n = 10) compared to monkeys fed a standard diet (n = 15). An inverse correlation was observed between DNA methylation, blood glucose concentrations, bodyweight, and age, although the association was not statistically significant. Consumption of a high fat diet is associated with the development of metabolic disease; thus, these results suggest the use of global DNA methylation as a biomarker to assess the risk for metabolic disease. Moreover, this study provides further support for the use of the vervet monkey as a model system to study metabolic diseases such as type 2 diabetes. Integration of altered DNA methylation profiles into predictive models could facilitate risk stratification and enable intervention strategies to inhibit disease progression. Such interventions could include lifestyle modifications, for example, the increased consumption of functional foods with the capacity to modulate DNA methylation, thus potentially reversing the disease phenotype and preventing disease.
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Yang G, Zhu Y, Dong X, Duan Z, Niu X, Wei J. TLR2-ICAM1-Gadd45α axis mediates the epigenetic effect of selenium on DNA methylation and gene expression in Keshan disease. Biol Trace Elem Res 2014; 159:69-80. [PMID: 24811888 DOI: 10.1007/s12011-014-9985-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Accepted: 04/15/2014] [Indexed: 11/26/2022]
Abstract
Keshan disease (KD) is a fatal dilated cardiomyopathy with unknown etiology, and selenium deficiency is considered the main cause of KD. Several observations implicate a role for altered DNA methylation in selenium deficiency-related diseases. The aim of the present study was to investigate the epigenetic effects of selenium (Se) on DNA methylation and gene expression in Keshan disease. Using methylated DNA immunoprecipitation chip (MeDIP-Chip) and quantitative RT-PCR, we identified two inflammatory-related genes (TLR2 and ICAM1) that were differentially methylated and expressed between normal individuals and KD patients. Results from DNA methylation profile between KD patients and normal individuals showed that selenium deficiency decreased methylation of CpG islands in promoter regions of TLR2 and ICAM1 and upregulated messenger RNA (mRNA) and protein levels of TLR2 and ICAM1. In rat animal model of Keshan disease, selenite treatment could increase TLR2 and ICAM1 promoter methylation, suppress these genes expression, and reduce infiltration of myocardial inflammatory cells. In cell culture model of Keshan disease, we found 5-Aza-dC (DNMT1 inhibitor) treatment in the presence of selenium-reduced mRNA and protein levels of DNMT1 regardless of TLR2 and ICAM1 promoter methylation status and expression levels of these genes. Selenite treatment suppressed the expression of the Gadd45α, TLR2, and ICAM1 in a concentration-dependent manner, while selenium deficiency increased the expression of the Gadd45α, TLR2, and ICAM1 and decreased TLR2 and ICAM1 promoter methylation level in a time-dependent manner. Our results revealed that TLR2-ICAM1-Gadd45α axis might play an important role in gene-specific active DNA demethylation during inflammatory response in myocardium.
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Affiliation(s)
- Guang Yang
- Department of Cardiology, The Second Affiliated Hospital, Key Laboratory of Environment and Genes Related to Diseases of Education Ministry, Xi'an Jiaotong University School of Medicine, Xi'an, Shaanxi, 710004, People's Republic of China
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70
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Soriano-Tárraga C, Jiménez-Conde J, Giralt-Steinhauer E, Mola M, Ois Á, Rodríguez-Campello A, Cuadrado-Godia E, Fernández-Cadenas I, Carrera C, Montaner J, Elosua R, Roquer J, on behalf of GeneStroke, “The Spanish Stroke Genetics Consortium”. Global DNA methylation of ischemic stroke subtypes. PLoS One 2014; 9:e96543. [PMID: 24788121 PMCID: PMC4005764 DOI: 10.1371/journal.pone.0096543] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Accepted: 04/09/2014] [Indexed: 11/19/2022] Open
Abstract
Ischemic stroke (IS), a heterogeneous multifactorial disorder, is among the leading causes of mortality and long-term disability in the western world. Epidemiological data provides evidence for a genetic component to the disease, but its epigenetic involvement is still largely unknown. Epigenetic mechanisms, such as DNA methylation, change over time and may be associated with aging processes and with modulation of the risk of various pathologies, such as cardiovascular disease and stroke. We analyzed 2 independent cohorts of IS patients. Global DNA methylation was measured by luminometric methylation assay (LUMA) of DNA blood samples. Univariate and multivariate regression analyses were used to assess the methylation differences between the 3 most common IS subtypes, large-artery atherosclerosis (LAA), small-artery disease (SAD), and cardio-aortic embolism (CE). A total of 485 IS patients from 2 independent hospital cohorts (n = 281 and n = 204) were included, distributed across 3 IS subtypes: LAA (78/281, 59/204), SAD (97/281, 53/204), and CE (106/281, 89/204). In univariate analyses, no statistical differences in LUMA levels were observed between the 3 etiologies in either cohort. Multivariate analysis, adjusted by age, sex, hyperlipidemia, and smoking habit, confirmed the lack of differences in methylation levels between the analyzed IS subtypes in both cohorts. Despite differences in pathogenesis, our results showed no global methylation differences between LAA, SAD, and CE subtypes of IS. Further work is required to establish whether the epigenetic mechanism of methylation might play a role in this complex disease.
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Affiliation(s)
- Carolina Soriano-Tárraga
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Jordi Jiménez-Conde
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Eva Giralt-Steinhauer
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Marina Mola
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Ángel Ois
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Ana Rodríguez-Campello
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Elisa Cuadrado-Godia
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
| | - Israel Fernández-Cadenas
- Laboratory of neurovascular pharmacogenomics and genetics, Fundació per la Docència i Recerca Mutua Terrassa, Terrassa (Barcelona), Spain
- Neurovascular Research Laboratory, Institut de Recerca, Universitat Autònoma de Barcelona, Hospital Vall d’Hebron, Barcelona, Spain
| | - Caty Carrera
- Neurovascular Research Laboratory, Institut de Recerca, Universitat Autònoma de Barcelona, Hospital Vall d’Hebron, Barcelona, Spain
| | - Joan Montaner
- Neurovascular Research Laboratory, Institut de Recerca, Universitat Autònoma de Barcelona, Hospital Vall d’Hebron, Barcelona, Spain
| | - Roberto Elosua
- Cardiovascular Epidemiology and Genetics group, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Barcelona, Spain
| | - Jaume Roquer
- Department of Neurology, Neurovascular Research Group, IMIM-Hospital del Mar (Institut Hospital del Mar d’Investigacions Mèdiques), Universitat Autonoma de Barcelona/DCEXS-Universitat Pompeu Fabra, Barcelona, Spain
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Remely M, Aumueller E, Merold C, Dworzak S, Hippe B, Zanner J, Pointner A, Brath H, Haslberger AG. Effects of short chain fatty acid producing bacteria on epigenetic regulation of FFAR3 in type 2 diabetes and obesity. Gene 2013; 537:85-92. [PMID: 24325907 DOI: 10.1016/j.gene.2013.11.081] [Citation(s) in RCA: 213] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Revised: 10/09/2013] [Accepted: 11/30/2013] [Indexed: 12/25/2022]
Abstract
The human gut microbiota and microbial influences on lipid and glucose metabolism, satiety, and chronic low-grade inflammation are known to be involved in metabolic syndrome. Fermentation end products, especially short chain fatty acids, are believed to engage the epigenetic regulation of inflammatory reactions via FFARs (free fatty acid receptor) and other short chain fatty acid receptors. We studied a potential interaction of the microbiota with epigenetic regulation in obese and type 2 diabetes patients compared to a lean control group over a four month intervention period. Intervention comprised a GLP-1 agonist (glucagon-like peptide 1) for type 2 diabetics and nutritional counseling for both intervention groups. Microbiota was analyzed for abundance, butyryl-CoA:acetate CoA-transferase gene and for diversity by polymerase chain reaction and 454 high-throughput sequencing. Epigenetic methylation of the promoter region of FFAR3 and LINE1 (long interspersed nuclear element 1) was analyzed using bisulfite conversion and pyrosequencing. The diversity of the microbiota as well as the abundance of Faecalibacterium prausnitzii were significantly lower in obese and type 2 diabetic patients compared to lean individuals. Results from Clostridium cluster IV and Clostridium cluster XIVa showed a decreasing trend in type 2 diabetics in comparison to the butyryl-CoA:acetate CoA-transferase gene and according to melt curve analysis. During intervention no significant changes were observed in either intervention group. The analysis of five CpGs in the promoter region of FFAR3 showed a significant lower methylation in obese and type 2 diabetics with an increase in obese patients over the intervention period. These results disclosed a significant correlation between a higher body mass index and lower methylation of FFAR3. LINE-1, a marker of global methylation, indicated no significant differences between the three groups or the time points, although methylation of type 2 diabetics tended to increase over time. Our results provide evidence that a different composition of gut microbiota in obesity and type 2 diabetes affect the epigenetic regulation of genes. Interactions between the microbiota and epigenetic regulation may involve not only short chain fatty acids binding to FFARs. Therefore dietary interventions influencing microbial composition may be considered as an option in the engagement against metabolic syndrome.
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Affiliation(s)
- Marlene Remely
- Department of Nutritional Sciences, University Vienna, Vienna, Austria
| | - Eva Aumueller
- Department of Nutritional Sciences, University Vienna, Vienna, Austria
| | - Christine Merold
- Department of Nutritional Sciences, University Vienna, Vienna, Austria
| | - Simone Dworzak
- Department of Nutritional Sciences, University Vienna, Vienna, Austria
| | - Berit Hippe
- Department of Nutritional Sciences, University Vienna, Vienna, Austria
| | - Julia Zanner
- Department of Nutritional Sciences, University Vienna, Vienna, Austria
| | - Angelika Pointner
- Department of Nutritional Sciences, University Vienna, Vienna, Austria
| | - Helmut Brath
- Diabetes Outpatient Clinic, Health Center South, Vienna, Austria
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Burris HH, Braun JM, Byun HM, Tarantini L, Mercado A, Wright RJ, Schnaas L, Baccarelli AA, Wright RO, Tellez-Rojo MM. Association between birth weight and DNA methylation of IGF2, glucocorticoid receptor and repetitive elements LINE-1 and Alu. Epigenomics 2013; 5:271-81. [PMID: 23750643 DOI: 10.2217/epi.13.24] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM We examined the association between birth weight and methylation in the imprinted IGF/H19 loci, the nonimprinted gene NR3C1 and repetitive element DNA (LINE-1 and Alu). MATERIALS & METHODS We collected umbilical cord venous blood from 219 infants born in Mexico City (Mexico) as part of a prospective birth cohort study and analyzed DNA methylation using pyrosequencing. RESULTS Birth weight was not associated with DNA methylation of the regions studied. One of the CpG dinucleotides in the IGF2 imprinting control region (ICR)1 includes a potential C-T SNP. Among individuals with an absence of methylation at this site, probably due to a paternally inherited T allele, birth weight was associated with mean methylation status of both IGF2 ICR1 and ICR2. However, this association would not have survived adjustment for multiple testing. CONCLUSION While we did not detect an association between DNA methylation and birth weight, our study suggests a potential gene-epigene interaction between a T allele in the IGF2 ICR1 and methylation of ICRs of IGF2, and fetal growth.
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Affiliation(s)
- Heather H Burris
- Department of Neonatology, Beth Israel Deaconess Medical Center & Division of Newborn Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.
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73
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Sun YV, Lazarus A, Smith JA, Chuang YH, Zhao W, Turner ST, Kardia SLR. Gene-specific DNA methylation association with serum levels of C-reactive protein in African Americans. PLoS One 2013; 8:e73480. [PMID: 23977389 PMCID: PMC3747126 DOI: 10.1371/journal.pone.0073480] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2013] [Accepted: 07/22/2013] [Indexed: 01/10/2023] Open
Abstract
A more thorough understanding of the differences in DNA methylation (DNAm) profiles in populations may hold promise for identifying molecular mechanisms through which genetic and environmental factors jointly contribute to human diseases. Inflammation is a key molecular mechanism underlying several chronic diseases including cardiovascular disease, and it affects DNAm profile on both global and locus-specific levels. To understand the impact of inflammation on the DNAm of the human genome, we investigated DNAm profiles of peripheral blood leukocytes from 966 African American participants in the Genetic Epidemiology Network of Arteriopathy (GENOA) study. By testing the association of DNAm sites on CpG islands of over 14,000 genes with C-reactive protein (CRP), an inflammatory biomarker of cardiovascular disease, we identified 257 DNAm sites in 240 genes significantly associated with serum levels of CRP adjusted for age, sex, body mass index and smoking status, and corrected for multiple testing. Of the significantly associated DNAm sites, 80.5% were hypomethylated with higher CRP levels. The most significant Gene Ontology terms enriched in the genes associated with the CRP levels were immune system process, immune response, defense response, response to stimulus, and response to stress, which are all linked to the functions of leukocytes. While the CRP-associated DNAm may be cell-type specific, understanding the DNAm association with CRP in peripheral blood leukocytes of multi-ethnic populations can assist in unveiling the molecular mechanism of how the process of inflammation affects the risks of developing common disease through epigenetic modifications.
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Affiliation(s)
- Yan V Sun
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
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Byun HM, Motta V, Panni T, Bertazzi PA, Apostoli P, Hou L, Baccarelli AA. Evolutionary age of repetitive element subfamilies and sensitivity of DNA methylation to airborne pollutants. Part Fibre Toxicol 2013; 10:28. [PMID: 23855992 PMCID: PMC3717285 DOI: 10.1186/1743-8977-10-28] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2013] [Accepted: 07/05/2013] [Indexed: 02/07/2023] Open
Abstract
Background Repetitive elements take up >40% of the human genome and can change distribution through transposition, thus generating subfamilies. Repetitive element DNA methylation has associated with several diseases and environmental exposures, including exposure to airborne pollutants. No systematic analysis has yet been conducted to examine the effects of exposures across different repetitive element subfamilies. The purpose of the study is to evaluate sensitivity of DNA methylation in differentially‒evolved LINE, Alu, and HERV subfamilies to different types of airborne pollutants. Methods We sampled a total of 120 male participants from three studies (20 high-, 20 low-exposure in each study) of steel workers exposed to metal-rich particulate matter (measured as PM10) (Study 1); gas-station attendants exposed to air benzene (Study 2); and truck drivers exposed to traffic-derived elemental carbon (Study 3). We measured methylation by bisulfite-PCR-pyrosequencing in 10 differentially‒evolved repetitive element subfamilies. Results High-exposure groups exhibited subfamily-specific methylation differences compared to low-exposure groups: L1PA2 showed lower DNA methylation in steel workers (P=0.04) and gas station attendants (P=0.03); L1Ta showed lower DNA methylation in steel workers (P=0.02); AluYb8 showed higher DNA methylation in truck drivers (P=0.05). Within each study, dose–response analyses showed subfamily-specific correlations of methylation with exposure levels. Interaction models showed that the effects of the exposures on DNA methylation were dependent on the subfamily evolutionary age, with stronger effects on older LINEs from PM10 (p‒interaction=0.003) and benzene (p‒interaction=0.04), and on younger Alus from PM10 (p-interaction=0.02). Conclusions The evolutionary age of repetitive element subfamilies determines differential susceptibility of DNA methylation to airborne pollutants.
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Affiliation(s)
- Hyang-Min Byun
- Laboratory of Environmental Epigenetics, Exposure Epidemiology and Risk Program, Harvard School of Public Health, Boston, MA, USA.
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Burris HH, Baccarelli AA. Environmental epigenetics: from novelty to scientific discipline. J Appl Toxicol 2013; 34:113-6. [PMID: 23836446 DOI: 10.1002/jat.2904] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Revised: 05/13/2013] [Accepted: 05/14/2013] [Indexed: 12/14/2022]
Abstract
Epigenetic phenomena have sparked much interest resulting in an exponential increase in scientific investigation in the last two decades. While growing, the field of environmental epigenetics remains small when compared to other areas of epigenetic inquiry such as cancer research. In this paper, our objective is to describe the status of the field of environmental epigenetics and lay out our vision for its future. While environmental epigenetic studies represent fewer than 5% of all epigenetic publications, the National Institute of Environmental Health Sciences ranks second in proportion of dollars spent on epigenetics of all NIH Institutes. Such investment highlights the hypothesis that epigenetic marks are modified by environmental exposures and the hope that interventions targeted at epigenetic mechanisms may ultimately lead to improved health outcomes. The road to achieve this vision will require: (1) attention to tissue specificity; (2) focused interventional studies; (3) collaboration among cohorts; (4) inclusion of environmental exposures in new large-scale epigenomic studies; and (5) understanding of multiple mechanisms beyond DNA methylation and histone modifications. The investment in environmental epigenetic inquiry will lead to great rewards if we can understand the biology of how phenotype results from environmental stimuli and genetic code. Understanding the epigenetic implications of our actions and exposures may benefit generations to come.
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Affiliation(s)
- Heather H Burris
- Department of Neonatology, Beth Israel Deaconess Medical Center & Division of Newborn Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
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Glier MB, Green TJ, Devlin AM. Methyl nutrients, DNA methylation, and cardiovascular disease. Mol Nutr Food Res 2013; 58:172-82. [PMID: 23661599 DOI: 10.1002/mnfr.201200636] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Revised: 03/08/2013] [Accepted: 03/13/2013] [Indexed: 12/22/2022]
Abstract
Diet plays an important role in the development and prevention of cardiovascular disease (CVD), but the molecular mechanisms are not fully understood. DNA methylation has been implicated as an underlying molecular mechanism that may account for the effect of dietary factors on the development and prevention of CVD. DNA methylation is an epigenetic process that provides "marks" in the genome by which genes are set to be transcriptionally activated or silenced. Epigenomic marks are heritable but are also responsive to environmental shifts, such as changes in nutritional status, and are especially vulnerable during development. S-adenosylmethionine is the methyl group donor for DNA methylation and several nutrients are required for the production of S-adenosylmethionine. These methyl nutrients include vitamins (folate, riboflavin, vitamin B12, vitamin B6, choline) and amino acids (methionine, cysteine, serine, glycine). As such, imbalances in the metabolism of these nutrients have the potential to affect DNA methylation. The focus of this review is to provide an overview on the current understanding of the relationship between methyl nutrient status and DNA methylation patterns and the potential role of this interaction in CVD pathology.
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Affiliation(s)
- Melissa B Glier
- Department of Pathology and Laboratory Medicine, Child and Family Research Institute, University of British Columbia, Vancouver, Canada
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Perng W, Mora-Plazas M, Marín C, Rozek LS, Baylin A, Villamor E. A prospective study of LINE-1DNA methylation and development of adiposity in school-age children. PLoS One 2013; 8:e62587. [PMID: 23638120 PMCID: PMC3640064 DOI: 10.1371/journal.pone.0062587] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2012] [Accepted: 03/22/2013] [Indexed: 01/31/2023] Open
Abstract
Background Repetitive element DNA methylation is related to prominent obesity-related chronic diseases including cancer and cardiovascular disease; yet, little is known of its relation with weight status. We examined associations of LINE-1 DNA methylation with changes in adiposity and linear growth in a longitudinal study of school-age children from Bogotá, Colombia. Methods We quantified methylation of LINE-1 elements from peripheral leukocytes of 553 children aged 5–12 years at baseline using pyrosequencing technology. Anthropometric characteristics were measured periodically for a median of 30 months. We estimated mean change in three age-and sex-standardized indicators of adiposity: body mass index (BMI)-for-age Z-score, waist circumference Z-score, and subscapular-to-triceps skinfold thickness ratio Z-score according to quartiles of LINE-1 methylation using mixed effects regression models. We also examined associations with height-for-age Z-score. Results There were non-linear, inverse relations of LINE-1 methylation with BMI-for-age Z-score and the skinfold thickness ratio Z-score. After adjustment for baseline age and socioeconomic status, boys in the lowest quartile of LINE-1 methylation experienced annual gains in BMI-for-age Z-score and skinfold thickness ratio Z-score that were 0.06 Z/year (P = 0.04) and 0.07 Z/year (P = 0.03), respectively, higher than those in the upper three quartiles. The relation of LINE-1 methylation and annual change in waist circumference followed a decreasing monotonic trend across the four quartiles (P trend = 0.02). DNA methylation was not related to any of the adiposity indicators in girls. There were no associations between LINE-1 methylation and linear growth in either sex. Conclusions Lower LINE-1 DNA methylation is related to development of adiposity in boys.
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Affiliation(s)
- Wei Perng
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, United States of America.
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Gill JM, Saligan L, Lee H, Rotolo S, Szanton S. Women in recovery from PTSD have similar inflammation and quality of life as non-traumatized controls. J Psychosom Res 2013; 74:301-6. [PMID: 23497831 DOI: 10.1016/j.jpsychores.2012.10.013] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2012] [Revised: 10/03/2012] [Accepted: 10/29/2012] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Post-traumatic stress disorder (PTSD) is associated with greater concentrations of inflammatory biomarkers as well as substantial medical burden; however, it is not clear if these morbidity risks change following recovery from PTSD. In this study we compare women who have recovered from PTSD, to those with current PTSD, and healthy controls on their perceived health and inflammatory and metabolic biomarkers. METHODS We studied 3 groups of women: those with current PTSD, those who reported recovery from PTSD, and healthy non-traumatized controls, which were determined using standard diagnostic instruments. We obtained a morning blood sample and examined concentrations of inflammatory biomarkers of: interleukin 6 (IL-6) and c-reactive protein (CRP), and lipid concentrations. Lastly, we evaluated health related quality of life (HRQOL). RESULTS Women who had recovered from PTSD had a similar HRQOL and inflammatory biomarkers as non-traumatized controls. Their concentrations of inflammatory biomarkers were lower than women with current PTSD, and similar to non-traumatized controls. CONCLUSION Health perception as well as biological indicators of health significantly differ in women in recovery from PTSD, compared to those who remain symptomatic. These findings suggest that the psychological recovery is associated with normal levels of inflammatory biomarkers and HRQOL.
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Affiliation(s)
- Jessica M Gill
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, USA.
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Tarantini L, Bonzini M, Tripodi A, Angelici L, Nordio F, Cantone L, Apostoli P, Bertazzi PA, Baccarelli AA. Blood hypomethylation of inflammatory genes mediates the effects of metal-rich airborne pollutants on blood coagulation. Occup Environ Med 2013; 70:418-25. [PMID: 23476046 DOI: 10.1136/oemed-2012-101079] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
OBJECTIVES Recent investigations have associated airborne particulate matter (PM) with increased coagulation and thrombosis, but underlying biological mechanisms are still incompletely characterised. DNA methylation is an environmentally sensitive mechanism of gene regulation that could potentially contribute to PM-induced hypercoagulability. We aimed to test whether altered methylation mediates environmental effects on coagulation. METHODS We investigated 63 steel workers exposed to a wide range of PM levels, as a work-related condition with well-characterised prothrombotic exposure. We measured personal PM10 (PM≤10 µm in aerodynamic diameter), PM1 (≤1 µm) and air metal components. We determined leukocyte DNA methylation of NOS3 (nitric-oxide-synthase-3) and EDN1 (endothelin-1) through bisulfite-pyrosequencing and we measured ETP as a global coagulation-activation test after standardised triggers. RESULTS ETP increased in association with PM10 (β=20.0, 95% CI 3.0 to 37.0), PM1 (β=80.8 95% CI 14.9 to 146.7) and zinc (β=51.3, 95% CI 0.01 to 111.1) exposures. NOS3 methylation was negatively associated with PM10 (β=-0.2, 95% CI -0.4 to -0.03), PM1 (β=-0.8, 95% CI -1.4 to -0.1), zinc (β=-0.9, 95% CI -1.4 to -0.3) and iron (β=-0.7, 95% CI -1.4 to -0.01) exposures. Zinc exposure was negatively associated with EDN1 (β=-0.3, 95% CI -0.8 to -0.1) methylation. Lower NOS3 (β=-42.3; p<0.001) and EDN1 (β=-14.5; p=0.05) were associated with higher ETP. Statistical mediation analysis formally confirmed NOS3 and EDN1 hypomethylation as intermediate mechanisms for PM-related coagulation effects. CONCLUSIONS Our study showed for the first time, that gene hypomethylation contributes to environmentally induced hypercoagulability.
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Affiliation(s)
- Letizia Tarantini
- Department of Clinical and Community Sciences, Università degli Studi di Milano and IRCCS Maggiore Hospital, Mangiagalli and Regina Elena Foundation, Milan, Italy
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Piyathilake CJ, Badiga S, Alvarez RD, Partridge EE, Johanning GL. A lower degree of PBMC L1 methylation is associated with excess body weight and higher HOMA-IR in the presence of lower concentrations of plasma folate. PLoS One 2013; 8:e54544. [PMID: 23358786 PMCID: PMC3554730 DOI: 10.1371/journal.pone.0054544] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2012] [Accepted: 12/14/2012] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Identification of associations between global DNA methylation and excess body weight (EBW) and related diseases and their modifying factors are an unmet research need that may lead to decreasing DNA methylation-associated disease risks in humans. The purpose of the current study was to evaluate the following; 1) Association between the degree of peripheral blood mononuclear cell (PBMC) L1 methylation and folate, and indicators of EBW, 2) Association between the degree of PBMC L1 methylation and folate, and insulin resistance (IR) as indicated by a higher homeostasis model assessment (HOMA-IR). METHODS The study population consisted of 470 child-bearing age women diagnosed with abnormal pap. The degree of PBMC L1 methylation was assessed by pyrosequencing. Logistic regression models specified indicators of EBW (body mass index-BMI, body fat-BF and waist circumference-WC) or HOMA-IR as dependent variables and the degree of PBMC L1 methylation and circulating concentrations of folate as the independent predictor of primary interest. RESULTS Women with a lower degree of PBMC L1 methylation and lower plasma folate concentrations were significantly more likely to have higher BMI, % BF or WC (OR = 2.49, 95% CI:1.41-4.47, P = 0.002; OR = 2.49, 95% CI:1.40-4.51, P = 0.002 and OR = 1.98, 95% = 1.14-3.48 P = 0.0145, respectively) and higher HOMA-IR (OR = 1.78, 95% CI:1.02-3.13, P = 0.041). CONCLUSION Our results demonstrated that a lower degree of PBMC L1 methylation is associated with excess body weight and higher HOMA-IR, especially in the presence of lower concentrations of plasma folate.
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Affiliation(s)
- Chandrika J Piyathilake
- The Department of Nutrition Sciences, University of Alabama at Birmingham (UAB), Birmingham, Alabama, USA.
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81
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Genetics of coronary artery disease: Genome-wide association studies and beyond. Atherosclerosis 2012; 225:1-10. [DOI: 10.1016/j.atherosclerosis.2012.05.015] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2011] [Revised: 05/15/2012] [Accepted: 05/16/2012] [Indexed: 12/14/2022]
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Lange NE, Sordillo J, Tarantini L, Bollati V, Sparrow D, Vokonas P, Zanobetti A, Schwartz J, Baccarelli A, Litonjua AA, DeMeo DL. Alu and LINE-1 methylation and lung function in the normative ageing study. BMJ Open 2012; 2:e001231. [PMID: 23075571 PMCID: PMC3488751 DOI: 10.1136/bmjopen-2012-001231] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2012] [Accepted: 09/06/2012] [Indexed: 01/02/2023] Open
Abstract
OBJECTIVES To investigate the association between methylation of transposable elements Alu and long-interspersed nuclear elements (LINE-1) and lung function. DESIGN Cohort study. SETTING Outpatient Veterans Administration facilities in greater Boston, Massachusetts, USA. PARTICIPANTS Individuals from the Veterans Administration Normative Aging Study, a longitudinal study of aging in men, evaluated between 1999 and 2007. The majority (97%) were white. PRIMARY AND SECONDARY OUTCOME MEASURES Primary predictor was methylation, assessed using PCR-pyrosequencing after bisulphite treatment. Primary outcome was lung function as assessed by spirometry, performed according to American Thoracic Society/European Respiratory Society guidelines at the same visit as the blood draws. RESULTS In multivariable models adjusted for age, height, body mass index (BMI), pack-years of smoking, current smoking and race, Alu hypomethylation was associated with lower forced expiratory volume in 1 s (FEV(1)) (β=28 ml per 1% change in Alu methylation, p=0.017) and showed a trend towards association with a lower forced vital capacity (FVC) (β=27 ml, p=0.06) and lower FEV(1)/FVC (β=0.3%, p=0.058). In multivariable models adjusted for age, height, BMI, pack-years of smoking, current smoking, per cent lymphocytes, race and baseline lung function, LINE-1 hypomethylation was associated with more rapid decline of FEV(1) (β=6.9 ml/year per 1% change in LINE-1 methylation, p=0.005) and of FVC (β=9.6 ml/year, p=0.002). CONCLUSIONS In multiple regression analysis, Alu hypomethylation was associated with lower lung function, and LINE-1 hypomethylation was associated with more rapid lung function decline in a cohort of older and primarily white men from North America. Future studies should aim to replicate these findings and determine if Alu or LINE-1 hypomethylation may be due to specific and modifiable environmental exposures.
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Affiliation(s)
- Nancy E Lange
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine Harvard Medical School, Boston, Massachusetts, USA
| | - Joanne Sordillo
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine Harvard Medical School, Boston, Massachusetts, USA
| | - Letizia Tarantini
- Department of Environmental and Occupational Health, Center of Molecular and Genetic Epidemiology, Università degli Studi di Milano and IRCCS Maggiore Policlinico Hospital, Milan, Italy
| | - Valentina Bollati
- Department of Environmental and Occupational Health, Center of Molecular and Genetic Epidemiology, Università degli Studi di Milano and IRCCS Maggiore Policlinico Hospital, Milan, Italy
| | - David Sparrow
- Veterans Administration Boston Healthcare System and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Pantel Vokonas
- Veterans Administration Boston Healthcare System and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Antonella Zanobetti
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Joel Schwartz
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Andrea Baccarelli
- Department of Environmental and Occupational Health, Center of Molecular and Genetic Epidemiology, Università degli Studi di Milano and IRCCS Maggiore Policlinico Hospital, Milan, Italy
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Augusto A Litonjua
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine Harvard Medical School, Boston, Massachusetts, USA
| | - Dawn L DeMeo
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine Harvard Medical School, Boston, Massachusetts, USA
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Perng W, Rozek LS, Mora-Plazas M, Duchin O, Marin C, Forero Y, Baylin A, Villamor E. Micronutrient status and global DNA methylation in school-age children. Epigenetics 2012; 7:1133-41. [PMID: 22918385 DOI: 10.4161/epi.21915] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Aberrations in global LINE-1 DNA methylation have been related to risk of cancer and cardiovascular disease. Micronutrients including methyl-donors and retinoids are involved in DNA methylation pathways. We investigated associations of micronutrient status and LINE-1 methylation in a cross-sectional study of school-age children from Bogotá, Colombia. Methylation of LINE-1 repetitive elements was quantified in 568 children 5-12 years of age using pyrosequencing technology. We examined the association of LINE-1 methylation with erythrocyte folate, plasma vitamin B12, vitamin A ferritin (an indicator of iron status) and serum zinc concentrations using multivariable linear regression. We also considered associations of LINE-1 methylation with socio-demographic and anthropometric characteristics. Mean (± SD) LINE-1 methylation was 80.25 (± 0.65) percentage of 5-mC (%5-mC). LINE-1 methylation was inversely related to plasma vitamin A. After adjustment for potential confounders, children with retinol levels higher than or equal to 1.05 µmol/L showed 0.19% 5-mC lower LINE-1 methylation than children with retinol levels lower than 0.70 µmol/L. LINE-1 methylation was also inversely associated with C-reactive protein, a marker of chronic inflammation, and female sex. We identified positive associations of maternal body mass index and socioeconomic status with LINE-1 methylation. These associations were not significantly different by sex. Whether modification of these exposures during school-age years leads to changes in global DNA methylation warrants further investigation.
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Affiliation(s)
- Wei Perng
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
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Pearce MS, McConnell JC, Potter C, Barrett LM, Parker L, Mathers JC, Relton CL. Global LINE-1 DNA methylation is associated with blood glycaemic and lipid profiles. Int J Epidemiol 2012; 41:210-7. [PMID: 22422454 PMCID: PMC3304536 DOI: 10.1093/ije/dys020] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Background Patterns of DNA methylation change with age and these changes are believed to be associated with the development of common complex diseases. The hypothesis that Long Interspersed Nucleotide Element 1 (LINE-1) DNA methylation (an index of global DNA methylation) is associated with biomarkers of metabolic health was investigated in this study. Methods Global LINE-1 DNA methylation was quantified by pyrosequencing in blood-derived DNA samples from 228 individuals, aged 49–51 years, from the Newcastle Thousand Families Study (NTFS). Associations between log-transformed LINE-1 DNA methylation levels and anthropometric and blood biochemical measurements, including triglycerides, total cholesterol, low-density lipoprotein (LDL) and high-density lipoprotein (HDL) cholesterol, fasting glucose and insulin secretion and resistance were examined. Results Linear regression, after adjustment for sex, demonstrated positive associations between log-transformed LINE-1 DNA methylation and fasting glucose {coefficient 2.80 [95% confidence interval (CI) 0.39–5.22]}, total cholesterol [4.76 (95% CI 1.43–8.10)], triglycerides [3.83 (95% CI 1.30–6.37)] and LDL-cholesterol [5.38 (95% CI 2.12–8.64)] concentrations. A negative association was observed between log-transformed LINE-1 methylation and both HDL cholesterol concentration [−1.43 (95% CI −2.38 to −0.48)] and HDL:LDL ratio [−1.06 (95% CI −1.76 to −0.36)]. These coefficients reflect the millimoles per litre change in biochemical measurements per unit increase in log-transformed LINE-1 methylation. Conclusions These novel associations between global LINE-1 DNA methylation and blood glycaemic and lipid profiles highlight a potential role for epigenetic biomarkers as predictors of metabolic disease and may be relevant to future diagnosis, prevention and treatment of this group of disorders. Further work is required to establish the role of confounding and reverse causation in the observed associations.
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Affiliation(s)
- Mark S Pearce
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK.
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Turcot V, Tchernof A, Deshaies Y, Pérusse L, Bélisle A, Marceau S, Biron S, Lescelleur O, Biertho L, Vohl MC. LINE-1 methylation in visceral adipose tissue of severely obese individuals is associated with metabolic syndrome status and related phenotypes. Clin Epigenetics 2012; 4:10. [PMID: 22748066 PMCID: PMC3464682 DOI: 10.1186/1868-7083-4-10] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Accepted: 05/21/2012] [Indexed: 12/25/2022] Open
Abstract
Background Epigenetic mechanisms may be involved in the regulation of genes found to be differentially expressed in the visceral adipose tissue (VAT) of severely obese subjects with (MetS+) versus without (MetS-) metabolic syndrome (MetS). Long interspersed nuclear element 1 (LINE-1) elements DNA methylation levels (%meth) in blood, a marker of global DNA methylation, have recently been associated with fasting glucose, blood lipids, heart diseases and stroke. Aim To test whether LINE-1%meth levels in VAT are associated with MetS phenotypes and whether they can predict MetS risk in severely obese individuals. Methods DNA was extracted from VAT of 34 men (MetS-: n = 14, MetS+: n = 20) and 152 premenopausal women (MetS-: n = 84; MetS+: n = 68) undergoing biliopancreatic diversion for the treatment of obesity. LINE-1%meth levels were assessed by pyrosequencing of sodium bisulfite-treated DNA. Results The mean LINE-1%meth in VAT was of 75.8% (SD = 3.0%). Multiple linear regression analyses revealed that LINE-1%meth was negatively associated with fasting glucose levels (β = -0.04; P = 0.03), diastolic blood pressure (β = -0.65; P = 0.03) and MetS status (β = -0.04; P = 0.004) after adjustments for the effects of age, sex, waist circumference (except for MetS status) and smoking. While dividing subjects into quartiles based on their LINE-1%meth (Q1 to Q4: lower %meth to higher %meth levels), greater risk were observed in the first (Q1: odds ratio (OR) = 4.37, P = 0.004) and the second (Q2: OR = 4.76, P = 0.002) quartiles compared to Q4 (1.00) when adjusting for age, sex and smoking. Conclusions These results suggest that lower global DNA methylation, assessed by LINE-1 repetitive elements methylation analysis, would be associated with a greater risk for MetS in the presence of obesity.
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Affiliation(s)
- Valérie Turcot
- Institute of Nutraceuticals and Functional Foods, 2440 Hochelaga Blvd, Québec City, G1V 0A6, Canada.
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Abstract
PURPOSE OF REVIEW Epigenetic modifications are heritable alterations of the genome, which can govern gene expression without altering the DNA sequence. The purpose of this review is to render an overview of the possible mechanisms of epigenetic regulation of gene expression in response to environmental pollutants leading to cardiovascular diseases (CVD). RECENT FINDINGS An era of cataloging epigenetic marks of the various diseased states has recently commenced, including those within the genes responsible for atherosclerosis, ischemia, hypertension and heart failure. From varied study approaches directed either toward the general understanding of the key pathway regulatory genes, or sampling population cohorts for global and gene-specific changes, it has been possible to identify several epigenetic signatures of environmental exposure relevant to CVD. Signatures of epigenetic dysregulation can be detected in peripheral blood samples, even within a few hours of environmental exposure. However, the field now faces the demand for thorough, systematic, rationalized approaches to establish the relation of exposure-driven epigenetic changes to clinical outcomes, by using sophisticated and reliable research designs and tools. SUMMARY An understanding of chromatin remodelling in response to environmental stimuli conducive to CVD is emerging, with the promise of novel diagnostic and therapeutic candidates.
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Affiliation(s)
- Andrea Baccarelli
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA.
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Siedlinski M, Klanderman B, Sandhaus RA, Barker AF, Brantly ML, Eden E, McElvaney NG, Rennard SI, Stocks JM, Stoller JK, Strange C, Turino GM, Campbell EJ, Demeo DL. Association of cigarette smoking and CRP levels with DNA methylation in α-1 antitrypsin deficiency. Epigenetics 2012; 7:720-8. [PMID: 22617718 DOI: 10.4161/epi.20319] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Alpha-1 antitrypsin (AAT) deficiency and tobacco smoking are confirmed risk factors for Chronic Obstructive Pulmonary Disease. We hypothesized that variable DNA methylation would be associated with smoking and inflammation, as reflected by the level of C-Reactive Protein (CRP) in AAT-deficient subjects. Methylation levels of 1,411 autosomal CpG sites from the Illumina GoldenGate Methylation Cancer Panel I were analyzed in 316 subjects. Associations of five smoking behaviors and CRP levels with individual CpG sites and average methylation levels were assessed using non-parametric testing, linear regression and linear mixed effect models, with and without adjustment for age and gender. Univariate linear regression analysis revealed that methylation levels of 16 CpG sites significantly associated with ever-smoking status. A CpG site in the TGFBI gene was the only site associated with ever-smoking after adjustment for age and gender. No highly significant associations existed between age at smoking initiation, pack-years smoked, duration of smoking, and time since quitting smoking as predictors of individual CpG site methylation levels. However, ever-smoking and younger age at smoking initiation associated with lower methylation level averaged across all sites. DNA methylation at CpG sites in the RUNX3, JAK3 and KRT1 genes associated with CRP levels. The most significantly associated CpG sites with gender and age mapped to the CASP6 and FZD9 genes, respectively. In summary, this study identified multiple potential candidate CpG sites associated with ever-smoking and CRP level in AAT-deficient subjects. Phenotypic variability in Mendelian diseases may be due to epigenetic factors.
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Affiliation(s)
- Mateusz Siedlinski
- Channing Laboratory, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
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Ng JWY, Barrett LM, Wong A, Kuh D, Smith GD, Relton CL. The role of longitudinal cohort studies in epigenetic epidemiology: challenges and opportunities. Genome Biol 2012; 13:246. [PMID: 22747597 PMCID: PMC3446311 DOI: 10.1186/gb-2012-13-6-246] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Longitudinal cohort studies are ideal for investigating how epigenetic patterns change over time and relate to changing exposure patterns and the development of disease. We highlight the challenges and opportunities in this approach.
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Baccarelli A, Rusconi F, Bollati V, Catelan D, Accetta G, Hou L, Barbone F, Bertazzi PA, Biggeri A. Nasal cell DNA methylation, inflammation, lung function and wheezing in children with asthma. Epigenomics 2012; 4:91-100. [PMID: 22332661 DOI: 10.2217/epi.11.106] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
AIMS DNA methylation is increasingly proposed as a mechanism for underlying asthma-related inflammation. However, epigenetic studies are constrained by uncertainties on whether samples that can be easily collected in human individuals can provide informative results. METHODS Two nasal cell DNA samples were collected on different days by nasal brushings from 35 asthmatic children aged between 8 and 11 years old. We correlated DNA methylation of IL-6, iNOS, Alu and LINE-1 with fractional exhaled nitric oxide, forced expiratory volume in 1 s and wheezing. RESULTS Fractional exhaled nitric oxide increased in association with lower promoter methylation of both IL-6 (+29.0%; p = 0.004) and iNOS (+41.0%; p = 0.002). Lower IL-6 methylation was nonsignificantly associated with wheezing during the week of the study (odds ratio = 2.3; p = 0.063). CONCLUSION Our findings support the use of nasal cell DNA for human epigenetic studies of asthma.
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Affiliation(s)
- Andrea Baccarelli
- Exposure Epidemiology & Risk Program, Harvard School of Public Health, Boston, MA 02215, USA.
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90
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Liu ZH, Chen LL, Deng XL, Song HJ, Liao YF, Zeng TS, Zheng J, Li HQ. Methylation status of CpG sites in the MCP-1 promoter is correlated to serum MCP-1 in Type 2 diabetes. J Endocrinol Invest 2012; 35:585-9. [PMID: 21975431 DOI: 10.3275/7981] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
AIM Monocyte chemoattractant protein-1 (MCP-1) is a potent chemokine and plays an important role in atherosclerosis of Type 2 diabetes. The aim of this study was to investigate the methylation status of CpG sites in the MCP-1 promoter in Type 2 diabetic patients and its correlation to serum MCP- 1 level, and blood glucose level. METHODS The 32 patients with Type 2 diabetes and 15 healthy controls were enrolled into the study. Bodymass index, blood pressure, blood lipid, blood glucose, glycosylated hemoglobin (HbA1c), and serum MCP-1 were measured. Genomic DNA was isolated fromthe peripheral blood mononuclear cells (PBMC). Methylation status of CpG sites in theMCP-1 promoter was determined using methylation specific polymerase chain reaction. RESULTS The promoter region (2890-3050 bp) was predominantly methylated in PBMC from controls.Methylation of CpGmotifs were less methylated in the patients than in the controls (25% vs 80%; p<0.001), while the level of MCP-1 in serum was higher in patients with Type 2 diabetes (193.95±74.96 vs 88.46±55.10; p<0.001). MCP-1 promoter methylation was significantly correlated to serum MCP-1, HbA1c, fasting blood glucose, and triglyceride. CONCLUSION These data suggest that hypomethylation of CpG sites in the MCP-1 promoter region may be affected by blood glucose and TG, which then increase the serum MCP-1 level and may play a role in the vascular complications of Type 2 diabetes.
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Affiliation(s)
- Z H Liu
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Avenue Jiefang 1277#, Wuhan, Hubei, PR China
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O’Neill MS, Breton CV, Devlin RB, Utell MJ. Air pollution and health: emerging information on susceptible populations. AIR QUALITY, ATMOSPHERE, & HEALTH 2012; 5:189-201. [PMID: 25741389 PMCID: PMC4345419 DOI: 10.1007/s11869-011-0150-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Outdoor air pollution poses risks to human health in communities around the world, and research on populations who are most susceptible continues to reveal new insights. Human susceptibility to adverse health effects from exposure to air pollution can be related to underlying disease; demographic or anthropometric characteristics; genetic profile; race and ethnicity; lifestyle, behaviors, and socioeconomic position; and location of residence or daily activities. In health research, an individual or group may have an enhanced responsiveness to a given, identical level of pollution exposure compared to those who are less susceptible. Or, people in these different groups may experience varying levels of exposure (for example, a theoretically homogeneous population whose members differ only by proximity to a road). Often the information available for health research may relate to both exposure and enhanced response to a given dose of pollution. This paper discusses the general direction of research on susceptibility to air pollution, with a general though not an exclusive focus on particulate matter, with specific examples of research on susceptibility related to cardiovascular disease, diabetes, asthma, and genetic and epigenetic features. We conclude by commenting how emerging knowledge of susceptibility can inform policy for controlling pollution sources and exposures to yield maximal health benefit and discuss two areas of emerging interest: studying air pollution and its connection to perinatal health, as well as land use and urban infrastructure design.
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Affiliation(s)
- Marie S. O’Neill
- School of Public Health, University of Michigan, 6631 SPH Tower, 109 South Observatory, Ann Arbor, MI 48109-2029, USA
| | - Carrie V. Breton
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1540 Alcazar St. CHP 236, Los Angeles, CA 90033, USA
| | - Robert B. Devlin
- Clinical Research Branch, Environmental Public Health Division, U.S. Environmental Protection Agency, 104 Mason Farm Road, Chapel Hill, NC 27599-7315, USA
| | - Mark J. Utell
- Department of Medicine, University of Rochester Medical Center, Box EHSC, 575 Elmwood Avenue, Rochester, NY 14642, USA. Department of Environmental Medicine, University of Rochester Medical Center, Box EHSC, 575 Elmwood Avenue, Rochester, NY 14642, USA
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Air pollution and markers of coagulation, inflammation, and endothelial function: associations and epigene-environment interactions in an elderly cohort. Epidemiology 2012; 23:332-40. [PMID: 22237295 DOI: 10.1097/ede.0b013e31824523f0] [Citation(s) in RCA: 236] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Previous studies suggest that air pollution is related to thrombosis, inflammation, and endothelial dysfunction. Mechanisms and sources of susceptibility are still unclear. One possibility is that these associations can be modified by DNA methylation states. METHODS We conducted a cohort study with repeated measurements of fibrinogen, C-reactive protein, intercellular adhesion molecule-1 (ICAM-1), and vascular cell adhesion molecule-1 (VCAM-1) in 704 elderly men participating in the Veterans Administration Normative Aging Study (2000-2009). We investigated short- and intermediate-term air pollution effects on these blood markers, and epigene-environment interactions by DNA methylation of Alu, LINE-1, tissue factor (F3), Toll-like receptor 2 (TLR-2), and ICAM-1. RESULTS We found effects of particle number, black carbon, nitrogen dioxide (NO(2)), and carbon monoxide (CO) on fibrinogen. Ozone was a predictor of C-reactive protein and ICAM-1. Particle number, black carbon, NO(2), CO, PM(2.5), and sulfates were associated with ICAM-1 and VCAM-1. An interquartile range increase in 24-hour exposure for NO(2) was associated with a 1.7% (95% confidence interval = 0.2%-3.3%) increase in fibrinogen for ozone; a 10.8% (2.2%-20.0%) increase in C-reactive protein for particle number; a 5.9% (3.6%-8.3%) increase in ICAM-1; and for PM(2.5), a 3.7% (1.7%-5.8%) increase in VCAM-1. The air pollution effect was stronger among subjects having higher Alu, lower LINE-1, tissue factor, or TLR-2 methylation status. CONCLUSION We observed associations of traffic-related pollutants on fibrinogen, and both traffic and secondary particles on C-reactive protein, ICAM-1, and VCAM-1. There was effect modification by DNA methylation status, indicating that epigenetic states can convey susceptibility to air pollution.
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93
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Associations of LINE-1 DNA Methylation with Preterm Birth in a Prospective Cohort Study. J Dev Orig Health Dis 2012; 3:173-181. [PMID: 22720130 DOI: 10.1017/s2040174412000104] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Preterm birth affects over 12% of all infants born in the US yet the biology of early delivery remains unclear, including whether epigenetic mechanisms are involved. We examined associations of maternal and umbilical cord blood long interspersed nuclear element-1 (LINE-1) DNA methylation with length of gestation and odds of preterm birth in singleton pregnancies in Project Viva. In white blood cells from maternal blood during 1(st) trimester (n=914) and 2(nd) trimester (n=922), and from venous cord blood at delivery (n=557), we measured LINE-1 by pyrosequencing (expressed as %5 methyl cytosines within the LINE-1 region analyzed [%5mC]). We ran linear regression models to analyze differences in gestation length, and logistic models for odds of preterm birth (<37 v. ≥37 weeks gestation), across quartiles of LINE-1. Mean(SD) LINE-1 levels were 84.3(0.6), 84.5(0.4), and 84.6(0.7) %5mC for 1(st) trimester, 2(nd) trimester and cord blood, respectively. Mean(SD) gestational age was 39.5(1.8) weeks, and 6.5% of infants were born preterm. After adjustment for maternal age, race/ethnicity, BMI, education, smoking status, and fetal sex, women with the highest vs. lowest quartile of 1(st) trimester LINE-1 had longer gestations (0.45 weeks [95% CI 0.12, 0.78]) and lower odds of preterm birth (OR 0.40 [0.17, 0.94]), whereas associations with cord blood LINE-1 were in the opposite direction (-0.45 weeks, -0.83, -0.08) and (OR 4.55 [1.18, 17.5]). In conclusion, higher early pregnancy LINE-1 predicts lower risk of preterm birth. In contrast, preterm birth is associated with lower LINE-1 in cord blood.
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94
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Su J, Shao X, Liu H, Liu S, Wu Q, Zhang Y. Genome-wide dynamic changes of DNA methylation of repetitive elements in human embryonic stem cells and fetal fibroblasts. Genomics 2012; 99:10-7. [PMID: 22044633 DOI: 10.1016/j.ygeno.2011.10.004] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2011] [Revised: 08/29/2011] [Accepted: 10/08/2011] [Indexed: 01/09/2023]
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95
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Ng JWY, Barrett LM, Wong A, Kuh D, Smith G, Relton CL. The role of longitudinal cohort studies in epigenetic epidemiology: challenges and opportunities. Genome Biol 2012. [DOI: 10.1186/gb4029] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
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96
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Kinnally EL, Feinberg C, Kim D, Ferguson K, Leibel R, Coplan JD, John Mann J. DNA methylation as a risk factor in the effects of early life stress. Brain Behav Immun 2011; 25:1548-53. [PMID: 21600281 PMCID: PMC3191272 DOI: 10.1016/j.bbi.2011.05.001] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2011] [Revised: 05/02/2011] [Accepted: 05/02/2011] [Indexed: 11/18/2022] Open
Abstract
Epigenetic marks (e.g., DNA 5-methylcytosine [5mC] content or CpG methylation) within specific gene regulatory regions have been demonstrated to play diverse roles in stress adaptation and resulting health trajectories following early adversity. Yet the developmental programming of the vast majority of the epigenome has not yet been characterized, and its role in the impact of early stress largely unknown. In the present study, we investigated the relationships among early life stress, whole-epigenome and candidate stress pathway gene (serotonin transporter, 5-HTT) methylation patterns, and adult behavioral stress adaptation in a non-human primate model. Early in life, experimental variable foraging demand (VFD) stress or control conditions were administered to two groups each of 10 female bonnet macaques (Macaca radiata) and their mothers. As adults (3-13 years of age), these females were assessed for behavioral adaptation to stress across four conditions of increasing intensity. Blood DNA 5-HTT 5mC status was determined using sodium bisulfite pyrosequencing and total 5mC content was determined using ELISA. Neither stress reactivity nor DNA methylation differed based on early life stress. However, we found that both greater 5-HTT and whole-genome 5mC was associated with enhanced behavioral stress reactivity following early life stress, but not control conditions. Therefore, regardless of developmental origin, greater DNA methylation conferred a genomic background of "risk" in the context of early stress. We suggest that this may arise from constrained plasticity in gene expression needed for stress adaptation early in development. This risk may have wider implications for psychological and physical stress adaptation and health.
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Affiliation(s)
- Erin L Kinnally
- Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY 10032, United States.
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97
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Cash HL, McGarvey ST, Houseman EA, Marsit CJ, Hawley NL, Lambert-Messerlian GM, Viali S, Tuitele J, Kelsey KT. Cardiovascular disease risk factors and DNA methylation at the LINE-1 repeat region in peripheral blood from Samoan Islanders. Epigenetics 2011; 6:1257-64. [PMID: 21937883 PMCID: PMC3225843 DOI: 10.4161/epi.6.10.17728] [Citation(s) in RCA: 88] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Lower levels of LINE-1 methylation in peripheral blood have been previously associated with risk of developing non-communicable conditions, the most well-explored of these being cancer, although recent research has begun to link altered LINE-1 methylation and cardiovascular disease. We examined the relationship between LINE-1 methylation and factors associated with metabolic and cardiovascular diseases through quantitative bisulfite pyrosequencing in DNA from peripheral blood samples from participants of the Samoan Family Study of Overweight and Diabetes (2002-03). The sample included 355 adult Samoans (88 men and 267 women) from both American Samoa and Samoa. In a model including all sample participants, men had significantly higher LINE-1 methylation levels than women (p=0.04), and lower levels of LINE-1 methylation were associated with higher levels of fasting LDL (p=0.02) and lower levels of fasting HDL (p=0.009). The findings from this study confirm that DNA "global" hypomethylation, (as measured by methylation at LINE-1 repeats) observed previously in cardiovascular disease is associated with altered levels of LDL and HDL in peripheral blood. Additionally, these findings strongly argue the need for further research, particularly including prospective studies, in order to understand the relationship between LINE-1 DNA methylation measured in blood and risk factors for cardiovascular disease.
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Affiliation(s)
- Haley L Cash
- Department of Pathology and Laboratory Medicine, International Health Institute, Public Health Program, Brown University, Providence, RI, USA.
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98
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Madrigano J, Baccarelli A, Mittleman MA, Wright RO, Sparrow D, Vokonas PS, Tarantini L, Schwartz J. Prolonged exposure to particulate pollution, genes associated with glutathione pathways, and DNA methylation in a cohort of older men. ENVIRONMENTAL HEALTH PERSPECTIVES 2011; 119:977-82. [PMID: 21385671 PMCID: PMC3222977 DOI: 10.1289/ehp.1002773] [Citation(s) in RCA: 174] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2010] [Accepted: 03/08/2011] [Indexed: 05/21/2023]
Abstract
BACKGROUND DNA methylation is a potential pathway linking environmental exposures to disease. Exposure to particulate air pollution has been associated with increased cardiovascular morbidity and mortality, and lower blood DNA methylation has been found in processes related to cardiovascular morbidity. OBJECTIVE We hypothesized that prolonged exposure to particulate pollution would be associated with hypomethylation of repetitive DNA elements and that this association would be modified by genes involved in glutathione metabolism and other host characteristics. METHODS DNA methylation of the long interspersed nucleotide element-1 (LINE-1) and the short interspersed nucleotide element Alu were measured by quantitative polymerase chain reaction pyrosequencing in 1,406 blood samples from 706 elderly participants in the Normative Aging Study. We estimated changes in repetitive element DNA methylation associated with ambient particles (particulate matter ≤ 2.5 µm in aerodynamic diameter), black carbon (BC), and sulfates (SO₄), with mixed models. We examined multiple exposure windows (1-6 months) before DNA methylation measurement. We investigated whether this association was modified by genotype and phenotype. RESULTS An interquartile range (IQR) increase in BC over a 90-day period was associated with a decrease of 0.31% 5-methylcytosine (5mC) (95% confidence interval, 0.12-0.50%) in Alu. An IQR increase in SO₄ over a 90-day period was associated with a decrease of 0.27% 5mC (0.02-0.52%) in LINE-1. The glutathione S-transferase mu-1-null genotype strengthened the association between BC and Alu hypomethylation. CONCLUSION Prolonged exposure to BC and SO₄ particles was associated with hypomethylation of two types of repetitive elements.
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Affiliation(s)
- Jaime Madrigano
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts 02215, USA.
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99
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Vangilder RL, Rosen CL, Barr TL, Huber JD. Targeting the neurovascular unit for treatment of neurological disorders. Pharmacol Ther 2011; 130:239-47. [PMID: 21172386 PMCID: PMC3092634 DOI: 10.1016/j.pharmthera.2010.12.004] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2010] [Accepted: 11/22/2010] [Indexed: 12/17/2022]
Abstract
Drug discovery for CNS disorders has been restricted by the inability for therapeutic agents to cross the blood-brain barrier (BBB). Moreover, current drugs aim to correct neuron cell signaling, thereby neglecting pathophysiological changes affecting other cell types of the neurovascular unit (NVU). Components of the NVU (pericytes, microglia, astrocytes, and neurons, and basal lamina) act as an intricate network to maintain the neuronal homeostatic microenvironment. Consequently, disruptions to this intricate cell network lead to neuron malfunction and symptoms characteristic of CNS diseases. A lack of understanding in NVU signaling cascades may explain why current treatments for CNS diseases are not curative. Current therapies treat symptoms by maintaining neuron function. Refocusing drug discovery to sustain NVU function may provide a better method of treatment by promoting neuron survival. In this review, we will examine current therapeutics for common CNS diseases, describe the importance of the NVU in cerebral homeostasis and discuss new possible drug targets and technologies that aim to improve treatment and drug delivery to the diseased brain.
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Affiliation(s)
- Reyna L Vangilder
- Department of Health Restoration, West Virginia University School of Nursing, Morgantown WV, USA
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100
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Baccarelli A, Rienstra M, Benjamin EJ. Cardiovascular epigenetics: basic concepts and results from animal and human studies. CIRCULATION. CARDIOVASCULAR GENETICS 2010; 3:567-73. [PMID: 21156932 PMCID: PMC3030456 DOI: 10.1161/circgenetics.110.958744] [Citation(s) in RCA: 161] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Andrea Baccarelli
- Laboratory of Environmental Epigenetics, Exposure Epidemiology and Risk Program, Harvard School of Public Health, Landmark Center, 401 Park Drive, Boston, MA 02115, USA.
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