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Lockett GA, Patil VK, Soto-Ramírez N, Ziyab AH, Holloway JW, Karmaus W. Epigenomics and allergic disease. Epigenomics 2014; 5:685-99. [PMID: 24283882 DOI: 10.2217/epi.13.68] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Allergic disease development is affected by both genes and the environment, and epigenetic mechanisms are hypothesized to mediate these environmental effects. In this article, we discuss the link between the environment, DNA methylation and allergic disease, as well as questions of causality inherent to analyses of DNA methylation. From the practical side, we describe characteristics of allergic phenotypes and contrast different epidemiologic study designs used in epigenetic research. We examine methodological considerations, how best to conduct preprocessing and analysis of DNA methylation data sets, and the latest methods, technologies and discoveries in this rapidly advancing field. DNA methylation and other epigenetic marks are firmly entwined with allergic disease, a link that may hold the basis for future allergic disease diagnosis and treatment.
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Affiliation(s)
- Gabrielle A Lockett
- Human Development & Health, Faculty of Medicine, University of Southampton, Southampton, UK
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202
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Life course socioeconomic position and C-reactive protein: mediating role of health-risk behaviors and metabolic alterations. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). PLoS One 2014; 9:e108426. [PMID: 25309988 PMCID: PMC4195589 DOI: 10.1371/journal.pone.0108426] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Accepted: 08/20/2014] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Chronic inflammation has been postulated to be one mediating mechanism explaining the association between low socioeconomic position (SEP) and cardiovascular disease (CVD). We sought to examine the association between life course SEP and C-reactive protein (CRP) levels in adulthood, and to evaluate the extent to which health-risk behaviors and metabolic alterations mediate this association. Additionally, we explored the possible modifying influence of gender. METHODS AND FINDINGS Our analytical sample comprised 13,371 participants from ELSA-Brasil baseline, a multicenter prospective cohort study of civil servants. SEP during childhood, young adulthood, and adulthood were considered. The potential mediators between life course SEP and CRP included clusters of health-risk behaviors (smoking, low leisure time physical activity, excessive alcohol consumption), and metabolic alterations (obesity, hypertension, low HDL, hypertriglyceridemia, and diabetes). Linear regression models were performed and structural equation modeling was used to evaluate mediation. Although lower childhood SEP was associated with higher levels of CRP in adult life, this association was not independent of adulthood SEP. However, CRP increased linearly with increasing number of unfavorable social circumstances during the life course (p trend <0.001). The metabolic alterations were the most important mediator between cumulative SEP and CRP. This mediation path accounted for 49.5% of the total effect of cumulative SEP on CRP among women, but only 20.2% among men. In consequence, the portion of the total effect of cumulative SEP on CRP that was mediated by risk behaviors and metabolic alterations was higher among women (55.4%) than among men (36.8%). CONCLUSIONS Cumulative SEP across life span was associated with elevated systemic inflammation in adulthood. Although health-risk behaviors and metabolic alterations were important mediators of this association, a sizable fraction of this association was not mediated by these factors, suggesting that other pathways might play a role, especially among men.
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203
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Maccari S, Krugers HJ, Morley-Fletcher S, Szyf M, Brunton PJ. The consequences of early-life adversity: neurobiological, behavioural and epigenetic adaptations. J Neuroendocrinol 2014; 26:707-23. [PMID: 25039443 DOI: 10.1111/jne.12175] [Citation(s) in RCA: 255] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Revised: 07/09/2014] [Accepted: 07/10/2014] [Indexed: 12/12/2022]
Abstract
During the perinatal period, the brain is particularly sensitive to remodelling by environmental factors. Adverse early-life experiences, such as stress exposure or suboptimal maternal care, can have long-lasting detrimental consequences for an individual. This phenomenon is often referred to as 'early-life programming' and is associated with an increased risk of disease. Typically, rodents exposed to prenatal stress or postnatal maternal deprivation display enhanced neuroendocrine responses to stress, increased levels of anxiety and depressive-like behaviours, and cognitive impairments. Some of the phenotypes observed in these models of early-life adversity are likely to share common neurobiological mechanisms. For example, there is evidence for impaired glucocorticoid negative-feedback control of the hypothalamic-pituitary-adrenal axis, altered glutamate neurotransmission and reduced hippocampal neurogenesis in both prenatally stressed rats and rats that experienced deficient maternal care. The possible mechanisms through which maternal stress during pregnancy may be transmitted to the offspring are reviewed, with special consideration given to altered maternal behaviour postpartum. We also discuss what is known about the neurobiological and epigenetic mechanisms that underpin early-life programming of the neonatal brain in the first generation and subsequent generations, with a view to abrogating programming effects and potentially identifying new therapeutic targets for the treatment of stress-related disorders and cognitive impairment.
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Affiliation(s)
- S Maccari
- LIA, International Laboratory Associated, UMR 8576 CNRS Neural plasticity Team, University of Lille 1, France and Sapienza University of Rome, IRCCS NEUROMED, Italy
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204
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Muller M, Sigurdsson S, Kjartansson O, Jonsson PV, Garcia M, von Bonsdorff MB, Gunnarsdottir I, Thorsdottir I, Harris TB, van Buchem M, Gudnason V, Launer LJ. Birth size and brain function 75 years later. Pediatrics 2014; 134:761-70. [PMID: 25180277 PMCID: PMC4179101 DOI: 10.1542/peds.2014-1108] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND There are several lines of evidence pointing to fetal and other early origins of diseases of the aging brain, but there are no data directly addressing the hypotheses in an older population. We investigated the association of fetal size to late-age measures of brain structure and function in a large cohort of older men and women and explored the modifying effect of education on these associations. METHODS Within the AGES (Age Gene/Environment Susceptibility)-Reykjavik population-based cohort (born between 1907 and 1935), archived birth records were abstracted for 1254 men and women who ∼75 years later underwent an examination that included brain MRI and extensive cognitive assessment. RESULTS Adjustment for intracranial volume, demographic and medical history characteristics, and lower Ponderal index at birth (per kg/m(3)), an indicator of third-trimester fetal wasting, was significantly associated with smaller volumes of total brain and white matter; βs (95% confidence intervals) were -1.0 (-1.9 to -0.0) and -0.5 (-1.0 to -0.0) mL. Furthermore, lower Ponderal index was associated with slower processing speed and reduced executive functioning but only in those with low education (β [95% confidence interval]: -0.136 [-0.235 to -0.036] and -0.077 [-0.153 to -0.001]). CONCLUSIONS This first study of its kind provides clinical measures suggesting that smaller birth size, as an indicator of a suboptimal intrauterine environment, is associated with late-life alterations in brain tissue volume and function. In addition, it shows that the effects of a suboptimal intrauterine environment on late-life cognitive function were present only in those with lower educational levels.
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Affiliation(s)
- Majon Muller
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland;,Departments of Gerontology and Geriatrics, and
| | | | - Olafur Kjartansson
- The Icelandic Heart Association, Kopavogur, Iceland;,Departments of Neurology and Radiology, and
| | - Palmi V. Jonsson
- The Icelandic Heart Association, Kopavogur, Iceland;,Department of Geriatrics, and
| | - Melissa Garcia
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland
| | - Mikaela B. von Bonsdorff
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland;,Department of Health Sciences, Gerontology Research Centre, University of Jyväskylä, Jyväskylä, Finland
| | | | - Inga Thorsdottir
- Unit for Nutrition Research, Landspitali University Hospital, Reykjavik, Iceland
| | - Tamara B. Harris
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland
| | - Mark van Buchem
- Radiology, Leiden University Medical Center, Leiden, Netherlands
| | | | - Lenore J. Launer
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland
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205
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Cao-Lei L, Massart R, Suderman MJ, Machnes Z, Elgbeili G, Laplante DP, Szyf M, King S. DNA methylation signatures triggered by prenatal maternal stress exposure to a natural disaster: Project Ice Storm. PLoS One 2014; 9:e107653. [PMID: 25238154 PMCID: PMC4169571 DOI: 10.1371/journal.pone.0107653] [Citation(s) in RCA: 203] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Accepted: 08/13/2014] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Prenatal maternal stress (PNMS) predicts a wide variety of behavioral and physical outcomes in the offspring. Although epigenetic processes may be responsible for PNMS effects, human research is hampered by the lack of experimental methods that parallel controlled animal studies. Disasters, however, provide natural experiments that can provide models of prenatal stress. METHODS Five months after the 1998 Quebec ice storm we recruited women who had been pregnant during the disaster and assessed their degrees of objective hardship and subjective distress. Thirteen years later, we investigated DNA methylation profiling in T cells obtained from 36 of the children, and compared selected results with those from saliva samples obtained from the same children at age 8. RESULTS Prenatal maternal objective hardship was correlated with DNA methylation levels in 1675 CGs affiliated with 957 genes predominantly related to immune function; maternal subjective distress was uncorrelated. DNA methylation changes in SCG5 and LTA, both highly correlated with maternal objective stress, were comparable in T cells, peripheral blood mononuclear cells (PBMCs) and saliva cells. CONCLUSIONS These data provide first evidence in humans supporting the conclusion that PNMS results in a lasting, broad, and functionally organized DNA methylation signature in several tissues in offspring. By using a natural disaster model, we can infer that the epigenetic effects found in Project Ice Storm are due to objective levels of hardship experienced by the pregnant woman rather than to her level of sustained distress.
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Affiliation(s)
- Lei Cao-Lei
- Department of Psychiatry, McGill University and Psychosocial Research Division, Douglas Hospital Research Centre, Montreal, Quebec, Canada
| | - Renaud Massart
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Matthew J. Suderman
- Department of Pharmacology and Therapeutics, Sackler Program for Epigenetics and Developmental Psychobiology and McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Ziv Machnes
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Guillaume Elgbeili
- Psychosocial Research Division, Douglas Hospital Research Centre, Montreal, Quebec, Canada
| | - David P. Laplante
- Psychosocial Research Division, Douglas Hospital Research Centre, Montreal, Quebec, Canada
| | - Moshe Szyf
- Department of Pharmacology and Therapeutics and Sackler Program for Epigenetics and Developmental Psychobiology, McGill University, Montreal, Quebec, Canada
| | - Suzanne King
- Department of Psychiatry, McGill University and Psychosocial Research Division, Douglas Hospital Research Centre, Montreal, Quebec, Canada
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206
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Russ SA, Larson K, Tullis E, Halfon N. A lifecourse approach to health development: implications for the maternal and child health research agenda. Matern Child Health J 2014; 18:497-510. [PMID: 23955383 DOI: 10.1007/s10995-013-1284-z] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Lifecourse-informed models of health fundamentally challenge simple biomedical models, introducing new ways of thinking about how diseases develop. This paper considers the broad implications of lifecourse theory for the maternal and child health (MCH) research agenda. The Lifecourse Health Development model provides an organizing framework for a synthesis of the existing literature on lifecourse health and identification of gaps in knowledge. Priority areas identified for MCH research in order to close these knowledge gaps include: epigenetic mechanisms and their potential mutability; peri-conception as a critical and sensitive period for environmental exposures; maternal health prior to pregnancy; the role of the placenta as an important regulator of the intra-uterine environment; and ways to strengthen early mother-child interactions. Addressing knowledge gaps will require an emphasis on longitudinal rather than cross-sectional studies, long-term (lifetime) rather than short-term perspectives, datasets that include socio-demographic, biologic and genetic data on the same subjects rather than discipline-specific studies, measurement and study of positive health as well as disease states, and study of multi-rather than single generational cohorts. Adoption of a lifecourse-informed MCH research agenda requires a shift in focus from single cause-single disease epidemiologic inquiry to one that addresses multiple causes and outcomes. Investigators need additional training in effective interdisciplinary collaboration, advanced research methodology and higher-level statistical modeling. Advancing a life course health development research agenda in MCH will be foundational to the nation's long-term health.
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Affiliation(s)
- Shirley A Russ
- UCLA Center for Healthier Children, Families, and Communities, 10990 Wilshire Blvd, Suite 900, Los Angeles, CA, 90024, USA,
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207
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DNA methylation biomarkers: cancer and beyond. Genes (Basel) 2014; 5:821-64. [PMID: 25229548 PMCID: PMC4198933 DOI: 10.3390/genes5030821] [Citation(s) in RCA: 186] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2014] [Revised: 08/17/2014] [Accepted: 09/01/2014] [Indexed: 12/23/2022] Open
Abstract
Biomarkers are naturally-occurring characteristics by which a particular pathological process or disease can be identified or monitored. They can reflect past environmental exposures, predict disease onset or course, or determine a patient's response to therapy. Epigenetic changes are such characteristics, with most epigenetic biomarkers discovered to date based on the epigenetic mark of DNA methylation. Many tissue types are suitable for the discovery of DNA methylation biomarkers including cell-based samples such as blood and tumor material and cell-free DNA samples such as plasma. DNA methylation biomarkers with diagnostic, prognostic and predictive power are already in clinical trials or in a clinical setting for cancer. Outside cancer, strong evidence that complex disease originates in early life is opening up exciting new avenues for the detection of DNA methylation biomarkers for adverse early life environment and for estimation of future disease risk. However, there are a number of limitations to overcome before such biomarkers reach the clinic. Nevertheless, DNA methylation biomarkers have great potential to contribute to personalized medicine throughout life. We review the current state of play for DNA methylation biomarkers, discuss the barriers that must be crossed on the way to implementation in a clinical setting, and predict their future use for human disease.
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208
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Rubin TG, Gray JD, McEwen BS. Experience and the ever-changing brain: what the transcriptome can reveal. Bioessays 2014; 36:1072-81. [PMID: 25213333 DOI: 10.1002/bies.201400095] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The brain is an ever-changing organ that encodes memories and directs behavior. Neuroanatomical studies have revealed structural plasticity of neural architecture, and advances in gene expression technology and epigenetics have demonstrated new mechanisms underlying the brain's dynamic nature. Stressful experiences challenge the plasticity of the brain, and prolonged exposure to environmental stress redefines the normative transcriptional profile of both neurons and glia, and can lead to the onset of mental illness. A more thorough understanding of normal and abnormal gene expression is needed to define the diseased brain and improve current treatments for psychiatric disorders. The efforts to describe gene expression networks have been bolstered by microarray and RNA-sequencing technologies. The heterogeneity of neural cell populations and their unique microenvironments, coupled with broad ranging interconnectivity, makes resolving this complexity exceedingly challenging and requires the combined efforts of single cell and systems level expression profiling to identify targets for therapeutic intervention.
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Affiliation(s)
- Todd G Rubin
- Harold and Margaret Milliken Hatch Laboratory of Neuroendocrinology, The Rockefeller University, New York, NY, USA
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209
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Pape J, Binder E. Psychotrauma als Risiko für spätere psychische Störungen. DER NERVENARZT 2014; 85:1382-9. [DOI: 10.1007/s00115-014-4085-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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210
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Provençal N, Binder EB. The effects of early life stress on the epigenome: From the womb to adulthood and even before. Exp Neurol 2014; 268:10-20. [PMID: 25218020 DOI: 10.1016/j.expneurol.2014.09.001] [Citation(s) in RCA: 145] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Revised: 08/26/2014] [Accepted: 09/02/2014] [Indexed: 12/29/2022]
Abstract
Exposure to early life stress (ELS), such as childhood abuse and neglect is a well established major risk factor for developing psychiatric and behavioral disorders later in life. Both prenatal and postnatal stressors have been shown to have a long-lasting impact on adult pathological states where the type and timing of the stressor are important factors to consider. There is a growing body of evidence suggesting that epigenetic mechanisms play a major role in the biological embedding of ELS. A number of studies now indicate that the epigenome is responsive to external environmental exposures, including the social environment, both during intra-uterine development and after birth. In this review, we summarize the evidence of long-lasting effects of ELS on mental health and behavior and highlight common and distinct epigenetic effects of stress exposure at different stages during development. These stages include postnatal stress, prenatal stress, i.e. in utero and stress occurring pre-conception, i.e. effects of stress exposure transmitted to the next generation. We also delineate the evidence for the possible molecular mechanisms involved in epigenetic programming by ELS and how these maybe distinct, according to the timing of the stress exposure.
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Affiliation(s)
- Nadine Provençal
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich 80804, Germany
| | - Elisabeth B Binder
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich 80804, Germany; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA.
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211
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Epigenomic profiling of men exposed to early-life stress reveals DNA methylation differences in association with current mental state. Transl Psychiatry 2014; 4:e448. [PMID: 25247593 PMCID: PMC4203020 DOI: 10.1038/tp.2014.94] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 06/26/2014] [Accepted: 08/07/2014] [Indexed: 01/09/2023] Open
Abstract
Early-life stress (ELS) is known to be associated with an increased risk of neuropsychiatric and cardiometabolic disease in later life. One of the potential mechanisms underpinning this is through effects on the epigenome, particularly changes in DNA methylation. Using a well-phenotyped cohort of 83 men from the Helsinki Birth Cohort Study, who experienced ELS in the form of separation from their parents during childhood, and a group of 83 matched controls, we performed a genome-wide analysis of DNA methylation in peripheral blood. We found no differences in DNA methylation between men who were separated from their families and non-separated men; however, we did identify differences in DNA methylation in association with the development of at least mild depressive symptoms over the subsequent 5-10 years. Notably, hypomethylation was identified at a number of genes with roles in brain development and/or function in association with depressive symptoms. Pathway analysis revealed an enrichment of DNA methylation changes in pathways associated with development and morphogenesis, DNA and transcription factor binding and programmed cell death. Our results support the concept that DNA methylation differences may be important in the pathogenesis of psychiatric disease.
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212
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Epigenetic mechanisms in the development of behavior: advances, challenges, and future promises of a new field. Dev Psychopathol 2014; 25:1279-91. [PMID: 24342840 DOI: 10.1017/s0954579413000618] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In the past decade, there have been exciting advances in the field of behavioral epigenetics that have provided new insights into a biological basis of neural and behavioral effects of gene-environment interactions. It is now understood that changes in the activity of genes established through epigenetic alterations occur as a consequence of exposure to environmental adversity, social stress, and traumatic experiences. DNA methylation in particular has thus emerged as a leading candidate biological pathway linking gene-environment interactions to long-term and even multigenerational trajectories in behavioral development, including the vulnerability and resilience to psychopathology. This paper discusses what we have learned from research using animal models and from studies in which the translation of these findings has been made to humans. Studies concerning the significance of DNA methylation alterations in outcomes associated with stress exposure later in life and dysfunction in the form of neuropsychiatric disorders are highlighted, and several avenues of future research are suggested that promise to advance our understanding of epigenetics both as a mechanism by which the environment can contribute to the development of psychiatric disorders and as an avenue for more effective intervention and treatment strategies.
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213
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Abstract
The disciplines of developmental psychopathology and behavior genetics are concerned with many of the same questions about the etiology and course of normal and abnormal behavior and about the factors that promote typical development despite the presence of risk. The goal of this paper is to summarize how research in behavior genetics has shed light on questions that are central to developmental psychopathology. We briefly review the origins of behavior genetics, summarize the findings that have been gleaned from several decades of quantitative and molecular genetics research, and describe future directions for research that will delineate gene function as well as pathways from genes to brain to behavior. The importance of environmental contributions, at both genetic and epigenetic levels, will be discussed. We conclude that behavior genetics has made significant contributions to developmental psychopathology by documenting the interplay among risk and protective factors at multiple levels of the organism, by clarifying the causal status of risk exposures, and by identifying factors that account for change and stability in psychopathology. As the tools to identify gene function become increasingly sophisticated, and as behavioral geneticists become increasingly interdisciplinary in their scope, the field is poised to make ever greater contributions to our understanding of typical and atypical development.
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214
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Räikkönen K, O'Reilly JR, Pesonen AK, Kajantie E, Villa P, Laivuori H, Hämäläinen E, Seckl JR, Reynolds RM. Associations between maternal level of education and occupational status with placental glucocorticoid regeneration and sensitivity. Clin Endocrinol (Oxf) 2014; 81:175-82. [PMID: 24443823 DOI: 10.1111/cen.12412] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Revised: 11/28/2013] [Accepted: 01/10/2014] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Low socio-economic status (SES) is associated with increased disease risk in the involved and the next generation. The effects of low maternal SES on the offspring may be initiated prenatally. We hypothesized that fetoplacental glucocorticoid exposure might mediate the links. We examined associations between maternal level of education and occupational status (used as indices of SES) and placental expression of genes involved in glucocorticoid exposure and transfer between the mother and foetus. DESIGN AND PATIENTS Placental biopsies were obtained from 67 healthy women (age 32.2 ± 5.3 years) with singleton, term pregnancies without obstetric complications who participated in a prospective Prediction and Prevention of Preeclampsia (PREDO) study. MEASURES Level of education was self-reported, and occupational status was extracted from hospital records. Relative glucocorticoid receptor (GR; NR3C1), mineralocorticoid receptor (MR; NR3C2) and 11-beta-hydroxysteroid dehydrogenase type 1 (HSD11B1) and 2 (HSD11B2) mRNA levels were quantified by real-time PCR. RESULTS Placental GR and HSD11B1 expression increased with decreasing maternal education (unadjusted P-values for linear trend = 0.04 and 0.02 and adjusted P-values = 0.06 and 0.09, respectively). Mothers with primary/secondary education had 52.9% (95% CI, 6.2-99.6, P = 0.03, adjusted P = 0.05) and 79.6% (95% CI, 6.5-153.6, P = 0.03, adjusted P = 0.09) higher GR and HSD11B1 mRNA levels compared with mothers with tertiary education. There were no other significant associations. CONCLUSIONS Lower maternal level of education is associated with increased placental GR and HSD11B1 gene expression. This combination may regenerate active glucocorticoids in placenta and increase placental sensitivity to glucocorticoids, potentially leading to greater placental and foetal glucocorticoid exposure.
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Affiliation(s)
- Katri Räikkönen
- Institute of Behavioral Sciences, University of Helsinki, Helsinki, Finland
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215
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Abstract
A growing literature in human social genomics has begun to analyze how everyday life circumstances influence human gene expression. Social-environmental conditions such as urbanity, low socioeconomic status, social isolation, social threat, and low or unstable social status have been found to associate with differential expression of hundreds of gene transcripts in leukocytes and diseased tissues such as metastatic cancers. In leukocytes, diverse types of social adversity evoke a common conserved transcriptional response to adversity (CTRA) characterized by increased expression of proinflammatory genes and decreased expression of genes involved in innate antiviral responses and antibody synthesis. Mechanistic analyses have mapped the neural "social signal transduction" pathways that stimulate CTRA gene expression in response to social threat and may contribute to social gradients in health. Research has also begun to analyze the functional genomics of optimal health and thriving. Two emerging opportunities now stand to revolutionize our understanding of the everyday life of the human genome: network genomics analyses examining how systems-level capabilities emerge from groups of individual socially sensitive genomes and near-real-time transcriptional biofeedback to empirically optimize individual well-being in the context of the unique genetic, geographic, historical, developmental, and social contexts that jointly shape the transcriptional realization of our innate human genomic potential for thriving.
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Affiliation(s)
- Steven W. Cole
- Department of Medicine, Division of Hematology-Oncology, UCLA School of Medicine, University of California, Los Angeles, Los Angeles, California, United States of America
- Norman Cousins Center, University of California, Los Angeles, Los Angeles, California, United States of America
- UCLA Molecular Biology Institute, University of California, Los Angeles, Los Angeles, California, United States of America
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California, United States of America
- UCLA AIDS Institute, University of California, Los Angeles, Los Angeles, California, United States of America
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216
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Vineis P, Stringhini S, Porta M. The environmental roots of non-communicable diseases (NCDs) and the epigenetic impacts of globalization. ENVIRONMENTAL RESEARCH 2014; 133:424-430. [PMID: 24593864 DOI: 10.1016/j.envres.2014.02.002] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2013] [Revised: 10/24/2013] [Accepted: 02/05/2014] [Indexed: 06/03/2023]
Abstract
BACKGROUND Non-communicable diseases (NCDs) are increasing worldwide. We hypothesize that environmental factors (including social adversity, diet, lack of physical activity and pollution) can become "embedded" in the biology of humans. We also hypothesize that the "embedding" partly occurs because of epigenetic changes, i.e., durable changes in gene expression patterns. Our concern is that once such factors have a foundation in human biology, they can affect human health (including NCDs) over a long period of time and across generations. OBJECTIVES To analyze how worldwide changes in movements of goods, persons and lifestyles (globalization) may affect the "epigenetic landscape" of populations and through this have an impact on NCDs. We provide examples of such changes and effects by discussing the potential epigenetic impact of socio-economic status, migration, and diet, as well as the impact of environmental factors influencing trends in age at puberty. DISCUSSION The study of durable changes in epigenetic patterns has the potential to influence policy and practice; for example, by enabling stratification of populations into those who could particularly benefit from early interventions to prevent NCDs, or by demonstrating mechanisms through which environmental factors influence disease risk, thus providing compelling evidence for policy makers, companies and the civil society at large. The current debate on the '25 × 25 strategy', a goal of 25% reduction in relative mortality from NCDs by 2025, makes the proposed approach even more timely. CONCLUSIONS Epigenetic modifications related to globalization may crucially contribute to explain current and future patterns of NCDs, and thus deserve attention from environmental researchers, public health experts, policy makers, and concerned citizens.
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Affiliation(s)
- Paolo Vineis
- MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College, St. Mary׳s Campus Norfolk Place, W2 1PG London, United Kingdom; Human Genetics Foundation, Torino (HuGeF), Italy.
| | - Silvia Stringhini
- Institute of Social and Preventive Medicine (IUMSP), Lausanne University Hospital, 1010 Lausanne, Switzerland
| | - Miquel Porta
- Hospital del Mar Institute of Medical Research (IMIM), CIBER en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain; School of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
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217
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Alvarado S, Fernald RD, Storey KB, Szyf M. The dynamic nature of DNA methylation: a role in response to social and seasonal variation. Integr Comp Biol 2014; 54:68-76. [PMID: 24813708 DOI: 10.2307/26369481] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023] Open
Abstract
An organism's ability to adapt to its environment depends on its ability to regulate and maintain tissue specific, temporal patterns of gene transcription in response to specific environmental cues. Epigenetic mechanisms are responsible for many of the intricacies of a gene's regulation that alter expression patterns without affecting the genetic sequence. In particular, DNA methylation has been shown to have an important role in regulating early development and in some human diseases. Within these domains, DNA methylation has been extensively characterized over the past 60 years, but the discovery of its role in regulating behavioral outcomes has led to renewed interest in its potential roles in animal behavior and phenotypic plasticity. The conservation of DNA methylation across the animal kingdom suggests a possible role in the plasticity of genomic responses to environmental cues in natural environments. Here, we review the historical context for the study of DNA methylation, its function and mechanisms, and provide examples of gene/environment interactions in response to social and seasonal cues. Finally, we discuss useful tools to interrogate and dissect the function of DNA methylation in non-model organisms.
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Affiliation(s)
- Sebastian Alvarado
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
| | - Russell D Fernald
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
| | - Kenneth B Storey
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
| | - Moshe Szyf
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6*Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
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218
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Wing MR, Ramezani A, Gill HS, Devaney JM, Raj DS. Epigenetics of progression of chronic kidney disease: fact or fantasy? Semin Nephrol 2014; 33:363-74. [PMID: 24011578 DOI: 10.1016/j.semnephrol.2013.05.008] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Epigenetic modifications are important in the normal functioning of the cell, from regulating dynamic expression of essential genes and associated proteins to repressing those that are unneeded. Epigenetic changes are essential for development and functioning of the kidney, and aberrant methylation, histone modifications, and expression of microRNA could lead to chronic kidney disease (CKD). Here, epigenetic modifications modulate transforming growth factor β signaling, inflammation, profibrotic genes, and the epithelial-to-mesenchymal transition, promoting renal fibrosis and progression of CKD. Identification of these epigenetic changes is important because they are potentially reversible and may serve as therapeutic targets in the future to prevent subsequent renal fibrosis and CKD. In this review we discuss the different types of epigenetic control, methods to study epigenetic modifications, and how epigenetics promotes progression of CKD.
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Affiliation(s)
- Maria R Wing
- Division of Renal Disease and Hypertension, The George Washington University, Washington, DC
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219
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Meloni M. The social brain meets the reactive genome: neuroscience, epigenetics and the new social biology. Front Hum Neurosci 2014; 8:309. [PMID: 24904353 PMCID: PMC4033168 DOI: 10.3389/fnhum.2014.00309] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2014] [Accepted: 04/27/2014] [Indexed: 11/13/2022] Open
Abstract
The rise of molecular epigenetics over the last few years promises to bring the discourse about the sociality and susceptibility to environmental influences of the brain to an entirely new level. Epigenetics deals with molecular mechanisms such as gene expression, which may embed in the organism "memories" of social experiences and environmental exposures. These changes in gene expression may be transmitted across generations without changes in the DNA sequence. Epigenetics is the most advanced example of the new postgenomic and context-dependent view of the gene that is making its way into contemporary biology. In my article I will use the current emergence of epigenetics and its link with neuroscience research as an example of the new, and in a way unprecedented, sociality of contemporary biology. After a review of the most important developments of epigenetic research, and some of its links with neuroscience, in the second part I reflect on the novel challenges that epigenetics presents for the social sciences for a re-conceptualization of the link between the biological and the social in a postgenomic age. Although epigenetics remains a contested, hyped, and often uncritical terrain, I claim that especially when conceptualized in broader non-genecentric frameworks, it has a genuine potential to reformulate the ossified biology/society debate.
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Affiliation(s)
- Maurizio Meloni
- School of Sociology and Social Policy, Institute for Science and Society, University of Nottingham Nottingham, UK
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220
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Buxton JL, Suderman M, Pappas JJ, Borghol N, McArdle W, Blakemore AIF, Hertzman C, Power C, Szyf M, Pembrey M. Human leukocyte telomere length is associated with DNA methylation levels in multiple subtelomeric and imprinted loci. Sci Rep 2014; 4:4954. [PMID: 24828261 PMCID: PMC4344300 DOI: 10.1038/srep04954] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Accepted: 04/17/2014] [Indexed: 11/24/2022] Open
Abstract
In humans, leukocyte telomere length (LTL) is positively correlated with lifespan, and shorter LTL is associated with increased risk of age-related disease. In this study we tested for association between telomere length and methylated cytosine levels. Measurements of mean telomere length and DNA methylation at >450,000 CpG sites were obtained for both blood (N = 24) and EBV-transformed cell-line (N = 36) DNA samples from men aged 44-45 years. We identified 65 gene promoters enriched for CpG sites at which methylation levels are associated with leukocyte telomere length, and 36 gene promoters enriched for CpG sites at which methylation levels are associated with telomere length in DNA from EBV-transformed cell-lines. We observed significant enrichment of positively associated methylated CpG sites in subtelomeric loci (within 4 Mb of the telomere) (P < 0.01), and also at loci in imprinted regions (P < 0.001). Our results pave the way for further investigations to help elucidate the relationships between telomere length, DNA methylation and gene expression in health and disease.
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Affiliation(s)
- Jessica L. Buxton
- Section of Investigative Medicine, Department of Medicine, Imperial College London, London W12 0NN, UK,These authors contributed equally to this work.,
| | - Matthew Suderman
- University of Bristol, Bristol, UK,McGill University, Montreal, Quebec, Canada,These authors contributed equally to this work
| | - Jane J. Pappas
- McGill University, Montreal, Quebec, Canada,University of Toronto, Toronto, Ontario, Canada
| | - Nada Borghol
- Lebanese International University and Lebanese University, Beirut, Lebanon
| | | | - Alexandra I. F. Blakemore
- Section of Investigative Medicine, Department of Medicine, Imperial College London, London W12 0NN, UK
| | - Clyde Hertzman
- University of British Columbia, Vancouver, British Columbia, Canada, Deceased
| | | | - Moshe Szyf
- McGill University, Montreal, Quebec, Canada
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221
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Alvarado S, Fernald RD, Storey KB, Szyf M. The dynamic nature of DNA methylation: a role in response to social and seasonal variation. Integr Comp Biol 2014; 54:68-76. [PMID: 24813708 DOI: 10.1093/icb/icu034] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
An organism's ability to adapt to its environment depends on its ability to regulate and maintain tissue specific, temporal patterns of gene transcription in response to specific environmental cues. Epigenetic mechanisms are responsible for many of the intricacies of a gene's regulation that alter expression patterns without affecting the genetic sequence. In particular, DNA methylation has been shown to have an important role in regulating early development and in some human diseases. Within these domains, DNA methylation has been extensively characterized over the past 60 years, but the discovery of its role in regulating behavioral outcomes has led to renewed interest in its potential roles in animal behavior and phenotypic plasticity. The conservation of DNA methylation across the animal kingdom suggests a possible role in the plasticity of genomic responses to environmental cues in natural environments. Here, we review the historical context for the study of DNA methylation, its function and mechanisms, and provide examples of gene/environment interactions in response to social and seasonal cues. Finally, we discuss useful tools to interrogate and dissect the function of DNA methylation in non-model organisms.
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Affiliation(s)
- Sebastian Alvarado
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
| | - Russell D Fernald
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
| | - Kenneth B Storey
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
| | - Moshe Szyf
- *Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6*Stanford University, Gilbert Biology #314, 371 Serra Mall, Palo Alto CA 940305; Carleton University, Steacie Building #507, 1125 Colonel By Ottawa Ontario, K1S5B6; McGill University, McIntyre Medical Building #1309, 3655 Sir William Osler,Montreal, Quebec H3G1Y6
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222
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Minton J, Vanderbloemen L, Dorling D. Visualizing Europe's demographic scars with coplots and contour plots. Int J Epidemiol 2014; 42:1164-76. [PMID: 24062300 PMCID: PMC3781004 DOI: 10.1093/ije/dyt115] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
We present two enhancements to existing methods for visualizing vital statistics data. Data from the Human Mortality Database were used and vital statistics from England and Wales are used for illustration. The simpler of these methods involves coplotting mean age of death with its variance, and the more complex of these methods is to present data as a contour plot. The coplot method shows the effect of the 20th century's epidemiological transitions. The contour plot method allows more complex and subtle age, period and cohort effects to be seen. The contour plot shows the effects of broad improvements in public health over the 20th century, including vast reductions in rates of childhood mortality, reduced baseline mortality risks during adulthood and the postponement of higher mortality risks to older ages. They also show the effects of the two world wars and the 1918 influenza pandemic on men of fighting age, women and children. The contour plots also show a cohort effect for people born around 1918, suggesting a possible epigenetic effect of parental exposure to the pandemic which shortened the cohort's lifespan and which has so far received little attention. Although this article focuses on data from England and Wales, the associated online appendices contain equivalent visualizations for almost 50 series of data available on the Human Mortality Database. We expect that further analyses of these visualizations will reveal further insights into global public health.
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Affiliation(s)
- Jonathan Minton
- Department of Urban Studies, University of Glasgow, Glasgow, UK, Department of Health Science, University of York, York, UK and School of Geography and the Environment, University of Oxford, Oxford, UK
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223
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Non AL, Binder AM, Kubzansky LD, Michels KB. Genome-wide DNA methylation in neonates exposed to maternal depression, anxiety, or SSRI medication during pregnancy. Epigenetics 2014; 9:964-72. [PMID: 24751725 DOI: 10.4161/epi.28853] [Citation(s) in RCA: 101] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Despite the high prevalence of depression, anxiety, and use of antidepressant medications during pregnancy, there is much uncertainty around the impact of high levels of distress or antidepressant medications on the developing fetus. These intrauterine exposures may lead to epigenetic alterations to the DNA during this vulnerable time of fetal development, which may have important lifetime health consequences. In this study we investigated patterns of genome-wide DNA methylation using the Illumina Infinium Human Methylation450 BeadChip in the umbilical cord blood of neonates exposed to non-medicated maternal depression or anxiety (n = 13), or selective serotonin reuptake inhibitors (SSRIs) during pregnancy (n = 22), relative to unexposed neonates (n = 23). We identified 42 CpG sites with significantly different DNA methylation levels in neonates exposed to non-medicated depression or anxiety relative to controls. CpG site methylation was not significantly different in neonates exposed to SSRIs relative to the controls, after adjusting for multiple comparisons. In neonates exposed either to non-medicated maternal depression or SSRIs, the vast majority of CpG sites displayed lower DNA methylation relative to the controls, but differences were very small. A gene ontology analysis suggests significant clustering of the top genes associated with non-medicated maternal depression/anxiety, related to regulation of transcription, translation, and cell division processes (e.g., negative regulation of translation in response to oxidative stress, regulation of mRNA export from the nucleus, regulation of stem cell division). While the functional consequences of these findings are yet to be determined, these small DNA methylation differences may suggest a possible role for epigenetic processes in the development of neonates exposed to non-medicated maternal depression/anxiety.
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Affiliation(s)
- Amy L Non
- Department Social and Behavioral Sciences; Harvard School of Public Health; Boston, MA USA
| | - Alexandra M Binder
- Department of Epidemiology; Harvard School of Public Health; Boston, MA USA
| | - Laura D Kubzansky
- Department Social and Behavioral Sciences; Harvard School of Public Health; Boston, MA USA
| | - Karin B Michels
- Department of Epidemiology; Harvard School of Public Health; Boston, MA USA; Obstetrics and Gynecology Epidemiology Center; Brigham and Women's Hospital; Harvard Medical School; Boston, MA USA
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224
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Roth TL, Matt S, Chen K, Blaze J. Bdnf DNA methylation modifications in the hippocampus and amygdala of male and female rats exposed to different caregiving environments outside the homecage. Dev Psychobiol 2014; 56:1755-63. [PMID: 24752649 DOI: 10.1002/dev.21218] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2013] [Accepted: 03/26/2014] [Indexed: 01/08/2023]
Abstract
We have previously shown in infant rats that brief and repeated experiences with a stressed dam outside the homecage (maltreatment) alters methylation of DNA associated with the brain-derived neurotrophic factor (bdnf) gene within the developing and adult prefrontal cortex. BDNF is a key mediator of activity-dependent processes that have a profound influence on neural development and plasticity. Here we examined whether maltreatment also alters bdnf DNA methylation in two additional regions known to be prominently affected by diverse forms of early life adversity in humans- the hippocampus and amygdala. We found significant bdnf DNA methylation modifications present within the adult hippocampus (dorsal and ventral) and amygdala (central/basolateral complex). We observed that the nature of change differed between sexes, gene locus (bdnf I vs. IV), and brain region. Furthermore, a manipulation that did not produce any obvious behavior difference in infants (brief and repeated experiences with a nurturing foster dam) also had long-term effects on methylation. These data provide further empirical support of DNA methylation modifications as biological consequences of caregiving environments.
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Affiliation(s)
- Tania L Roth
- Department of Psychology, University of Delaware, 108 Wolf Hall, Newark, DE, 19716.
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225
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Provençal N, Suderman MJ, Guillemin C, Vitaro F, Côté SM, Hallett M, Tremblay RE, Szyf M. Association of childhood chronic physical aggression with a DNA methylation signature in adult human T cells. PLoS One 2014; 9:e89839. [PMID: 24691403 PMCID: PMC3972178 DOI: 10.1371/journal.pone.0089839] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 01/27/2014] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Chronic physical aggression (CPA) is characterized by frequent use of physical aggression from early childhood to adolescence. Observed in approximately 5% of males, CPA is associated with early childhood adverse environments and long-term negative consequences. Alterations in DNA methylation, a covalent modification of DNA that regulates genome function, have been associated with early childhood adversity. AIMS To test the hypothesis that a trajectory of chronic physical aggression during childhood is associated with a distinct DNA methylation profile during adulthood. METHODS We analyzed genome-wide promoter DNA methylation profiles of T cells from two groups of adult males assessed annually for frequency of physical aggression between 6 and 15 years of age: a group with CPA and a control group. Methylation profiles covering the promoter regions of 20 000 genes and 400 microRNAs were generated using MeDIP followed by hybridization to microarrays. RESULTS In total, 448 distinct gene promoters were differentially methylated in CPA. Functionally, many of these genes have previously been shown to play a role in aggression and were enriched in biological pathways affected by behavior. Their locations in the genome tended to form clusters spanning millions of bases in the genome. CONCLUSIONS This study provides evidence of clustered and genome-wide variation in promoter DNA methylation in young adults that associates with a history of chronic physical aggression from 6 to 15 years of age. However, longitudinal studies of methylation during early childhood will be necessary to determine if and how this methylation variation in T cells DNA plays a role in early development of chronic physical aggression.
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Affiliation(s)
- Nadine Provençal
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada
- Research Unit on Children's Psycho-Social Maladjustment and Sainte-Justine Hospital Research Center, University of Montreal, Montreal, Canada
- Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
| | - Matthew J. Suderman
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada
- Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Claire Guillemin
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada
- Research Unit on Children's Psycho-Social Maladjustment and Sainte-Justine Hospital Research Center, University of Montreal, Montreal, Canada
- Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
| | - Frank Vitaro
- Research Unit on Children's Psycho-Social Maladjustment and Sainte-Justine Hospital Research Center, University of Montreal, Montreal, Canada
- School of Psycho-Education, University of Montreal, Montréal, Quebec, Canada
| | - Sylvana M. Côté
- Research Unit on Children's Psycho-Social Maladjustment and Sainte-Justine Hospital Research Center, University of Montreal, Montreal, Canada
- School of Social and Preventive Medicine, University of Montreal, Montréal, Quebec, Canada
| | - Michael Hallett
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Richard E. Tremblay
- Research Unit on Children's Psycho-Social Maladjustment and Sainte-Justine Hospital Research Center, University of Montreal, Montreal, Canada
- Department of Psychology and Pediatrics, University of Montreal, Montreal, Quebec, Canada
- School of Public Health, Physiotherapy and Population Sciences, University College Dublin, Dublin, Ireland
| | - Moshe Szyf
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada
- Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
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226
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Bakulski KM, Fallin MD. Epigenetic epidemiology: promises for public health research. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 2014; 55:171-83. [PMID: 24449392 PMCID: PMC4011487 DOI: 10.1002/em.21850] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Accepted: 12/19/2013] [Indexed: 05/17/2023]
Abstract
Epigenetic changes underlie developmental and age related biology. Promising epidemiologic research implicates epigenetics in disease risk and progression, and suggests epigenetic status depends on environmental risks as well as genetic predisposition. Epigenetics may represent a mechanistic link between environmental exposures, or genetics, and many common diseases, or may simply provide a quantitative biomarker for exposure or disease for areas of epidemiology currently lacking such measures. This great promise is balanced by issues related to study design, measurement tools, statistical methods, and biological interpretation that must be given careful consideration in an epidemiologic setting. This article describes the promises and challenges for epigenetic epidemiology, and suggests directions to advance this emerging area of molecular epidemiology.
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Affiliation(s)
- Kelly M Bakulski
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland; Center for Excellence in Genomic Science, Johns Hopkins University, Baltimore, Maryland
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227
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High frequency of rare variants with a moderate-to-high predicted biological effect in protocadherin genes of extremely obese. GENES AND NUTRITION 2014; 9:399. [PMID: 24682882 DOI: 10.1007/s12263-014-0399-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Accepted: 03/17/2014] [Indexed: 10/25/2022]
Abstract
Relatively rare variants with a moderate-to-high biological effect may contribute to the genetic predisposition of common disorders. To investigate this for obesity, we performed exome sequencing for 30 young (mean age: 29.7 years) extremely obese Caucasian subjects (mean body mass index: 51.1 kg/m(2); m/f = 11/29). Rare variants with a moderate-to-high predicted biological effect were assembled and subjected to functional clustering analysis. It showed that the 55 clustered protocadherin genes on chromosome 5q31 have a significantly (P = 0.002) higher frequency of rare variants than a set of 325 reference genes. Since the protocadherin genes are expressed in the hypothalamus, we tested another 167 genes related to the function of the hypothalamus, but in those genes, the frequency of rare variants was not different from that of the reference genes. To verify the relation of variation in the protocadherin genes with extreme obesity, we analyzed data from more than 4,000 European Americans present on the Exome Variant Server, representing a sample of the general population. The significant enrichment of rare variants in the protocadherin genes was only observed with the group of extremely obese individuals but not in the "general population", indicating an association between rare variants in the protocadherin cluster genes and extreme obesity.
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228
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Suderman M, Borghol N, Pappas JJ, Pinto Pereira SM, Pembrey M, Hertzman C, Power C, Szyf M. Childhood abuse is associated with methylation of multiple loci in adult DNA. BMC Med Genomics 2014; 7:13. [PMID: 24618023 PMCID: PMC4007631 DOI: 10.1186/1755-8794-7-13] [Citation(s) in RCA: 131] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Accepted: 02/18/2014] [Indexed: 01/02/2023] Open
Abstract
Background Childhood abuse is associated with increased adult disease risk, suggesting that processes acting over the long-term, such as epigenetic regulation of gene activity, may be involved. DNA methylation is a critical mechanism in epigenetic regulation. We aimed to establish whether childhood abuse was associated with adult DNA methylation profiles. Methods In 40 males from the 1958 British Birth Cohort we compared genome-wide promoter DNA methylation in blood taken at 45y for those with, versus those without, childhood abuse (n = 12 vs 28). We analysed the promoter methylation of over 20,000 genes and 489 microRNAs, using MeDIP (methylated DNA immunoprecipitation) in triplicate. Results We found 997 differentially methylated gene promoters (311 hypermethylated and 686 hypomethylated) in association with childhood abuse and these promoters were enriched for genes involved in key cell signaling pathways related to transcriptional regulation and development. Using bisulfite-pyrosequencing, abuse-associated methylation (MeDIP) at the metalloproteinase gene, PM20D1, was validated and then replicated in an additional 27 males. Abuse-associated methylation was observed in 39 microRNAs; in 6 of these, the hypermethylated state was consistent with the hypomethylation of their downstream gene targets. Although distributed across the genome, the differentially methylated promoters associated with child abuse clustered in genome regions of at least one megabase. The observations for child abuse showed little overlap with methylation patterns associated with socioeconomic position. Conclusions Our observed genome-wide methylation profiles in adult DNA associated with childhood abuse justify the further exploration of epigenetic regulation as a mediating mechanism for long-term health outcomes.
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Affiliation(s)
| | | | | | | | | | | | | | - Moshe Szyf
- Sackler Program for Epigenetics & Developmental Psychobiology, McGill University, 3655 Promenade Sir William Osler, Montreal H3G 1Y6, QC, Canada.
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229
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Halfon N, Larson K, Lu M, Tullis E, Russ S. Lifecourse health development: past, present and future. Matern Child Health J 2014. [PMID: 23975451 DOI: 10.1007/s/10995-013-1346-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
Abstract
During the latter half of the twentieth century, an explosion of research elucidated a growing number of causes of disease and contributors to health. Biopsychosocial models that accounted for the wide range of factors influencing health began to replace outmoded and overly simplified biomedical models of disease causation. More recently, models of lifecourse health development (LCHD) have synthesized research from biological, behavioral and social science disciplines, defined health development as a dynamic process that begins before conception and continues throughout the lifespan, and paved the way for the creation of novel strategies aimed at optimization of individual and population health trajectories. As rapid advances in epigenetics and biological systems research continue to inform and refine LCHD models, our healthcare delivery system has struggled to keep pace, and the gulf between knowledge and practice has widened. This paper attempts to chart the evolution of the LCHD framework, and illustrate its potential to transform how the MCH system addresses social, psychological, biological, and genetic influences on health, eliminates health disparities, reduces chronic illness, and contains healthcare costs. The LCHD approach can serve to highlight the foundational importance of MCH, moving it from the margins of national debate to the forefront of healthcare reform efforts. The paper concludes with suggestions for innovations that could accelerate the translation of health development principles into MCH practice.
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Affiliation(s)
- Neal Halfon
- UCLA Center for Healthier Children, Families, and Communities, 10990 Wilshire Blvd, Suite 900, Los Angeles, CA, 90024, USA,
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Abstract
During the latter half of the twentieth century, an explosion of research elucidated a growing number of causes of disease and contributors to health. Biopsychosocial models that accounted for the wide range of factors influencing health began to replace outmoded and overly simplified biomedical models of disease causation. More recently, models of lifecourse health development (LCHD) have synthesized research from biological, behavioral and social science disciplines, defined health development as a dynamic process that begins before conception and continues throughout the lifespan, and paved the way for the creation of novel strategies aimed at optimization of individual and population health trajectories. As rapid advances in epigenetics and biological systems research continue to inform and refine LCHD models, our healthcare delivery system has struggled to keep pace, and the gulf between knowledge and practice has widened. This paper attempts to chart the evolution of the LCHD framework, and illustrate its potential to transform how the MCH system addresses social, psychological, biological, and genetic influences on health, eliminates health disparities, reduces chronic illness, and contains healthcare costs. The LCHD approach can serve to highlight the foundational importance of MCH, moving it from the margins of national debate to the forefront of healthcare reform efforts. The paper concludes with suggestions for innovations that could accelerate the translation of health development principles into MCH practice.
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Affiliation(s)
- Neal Halfon
- UCLA Center for Healthier Children, Families, and Communities, 10990 Wilshire Blvd, Suite 900, Los Angeles, CA, 90024, USA,
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Guillemin C, Provençal N, Suderman M, Côté SM, Vitaro F, Hallett M, Tremblay RE, Szyf M. DNA methylation signature of childhood chronic physical aggression in T cells of both men and women. PLoS One 2014; 9:e86822. [PMID: 24475181 PMCID: PMC3901708 DOI: 10.1371/journal.pone.0086822] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2013] [Accepted: 12/10/2013] [Indexed: 01/08/2023] Open
Abstract
Background High frequency of physical aggression is the central feature of severe conduct disorder and is associated with a wide range of social, mental and physical health problems. We have previously tested the hypothesis that differential DNA methylation signatures in peripheral T cells are associated with a chronic aggression trajectory in males. Despite the fact that sex differences appear to play a pivotal role in determining the development, magnitude and frequency of aggression, most of previous studies focused on males, so little is known about female chronic physical aggression. We therefore tested here whether or not there is a signature of physical aggression in female DNA methylation and, if there is, how it relates to the signature observed in males. Methodology/Principal Findings Methylation profiles were created using the method of methylated DNA immunoprecipitation (MeDIP) followed by microarray hybridization and statistical and bioinformatic analyses on T cell DNA obtained from adult women who were found to be on a chronic physical aggression trajectory (CPA) between 6 and 12 years of age compared to women who followed a normal physical aggression trajectory. We confirmed the existence of a well-defined, genome-wide signature of DNA methylation associated with chronic physical aggression in the peripheral T cells of adult females that includes many of the genes similarly associated with physical aggression in the same cell types of adult males. Conclusions This study in a small number of women presents preliminary evidence for a genome-wide variation in promoter DNA methylation that associates with CPA in women that warrant larger studies for further verification. A significant proportion of these associations were previously observed in men with CPA supporting the hypothesis that the epigenetic signature of early life aggression in females is composed of a component specific to females and another common to both males and females.
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Affiliation(s)
- Claire Guillemin
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada ; Research Unit on Children's Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada ; Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
| | - Nadine Provençal
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada ; Research Unit on Children's Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada ; Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
| | - Matthew Suderman
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada ; Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada ; McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Sylvana M Côté
- Research Unit on Children's Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada ; INSERM U669, Paris, France ; School of Social and Preventive Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Frank Vitaro
- Research Unit on Children's Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada ; School of Psycho-Education, University of Montreal, Montreal, Quebec, Canada
| | - Michael Hallett
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Richard E Tremblay
- Research Unit on Children's Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada ; Department of Psychology and Pediatrics, University of Montreal, Montreal, Quebec, Canada ; School of Public Health and Population Sciences, University College Dublin, Dublin, Ireland ; INSERM U669, Paris, France
| | - Moshe Szyf
- Department of Pharmacology & Therapeutics, McGill University, Montreal, Quebec, Canada ; Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
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Rampp C, Binder EB, Provençal N. Epigenetics in posttraumatic stress disorder. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2014; 128:29-50. [PMID: 25410540 DOI: 10.1016/b978-0-12-800977-2.00002-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Reported exposure to traumatic event is relatively common within the general population (40-90%), but only a fraction of individuals will develop posttraumatic stress disorder (PTSD). Indeed, the lifetime prevalence of PTSD is estimated to range between 7% and 12%. The factors influencing risk or resilience to PTSD after exposure to traumatic events are likely both environmental, such as type, timing, and extent of trauma, and genetic. Recently, epigenetic mechanisms have been implicated in mediating altered risk for PTSD as they can reflect both genetic and environmental influences. In this chapter, we describe the accumulating evidences for epigenetic factors in PTSD highlighting the importance of sensitive periods as well as methodological aspects such as tissue availabilities for such studies. We describe studies using a candidate gene approach focusing mainly on key players in the stress hormone regulation that show epigenetic alterations both in humans and in animal models for PTSD. We also summarize the results of epigenome-wide studies reporting associations with PTSD. For the above, we focus on one epigenetic mechanism, DNA methylation, as it is so far the best studied for this disorder. Finally, we describe how epigenetic mechanisms could be responsible for the long-lasting effects of gene-environment interactions observed in PTSD.
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Affiliation(s)
- Carina Rampp
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Elisabeth B Binder
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Nadine Provençal
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
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A Framework to Examine the Role of Epigenetics in Health Disparities among Native Americans. Nurs Res Pract 2013; 2013:410395. [PMID: 24386563 PMCID: PMC3872279 DOI: 10.1155/2013/410395] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2013] [Revised: 11/06/2013] [Accepted: 11/19/2013] [Indexed: 12/29/2022] Open
Abstract
Background. Native Americans disproportionately experience adverse childhood experiences (ACEs) as well as health disparities, including high rates of posttraumatic stress, depression, and substance abuse. Many ACEs have been linked to methylation changes in genes that regulate the stress response, suggesting that these molecular changes may underlie the risk for psychiatric disorders related to ACEs. Methods. We reviewed published studies to provide evidence that ACE-related methylation changes contribute to health disparities in Native Americans. This framework may be adapted to understand how ACEs may result in health disparities in other racial/ethnic groups. Findings. Here we provide evidence that links ACEs to methylation differences in genes that regulate the stress response. Psychiatric disorders are also associated with methylation differences in endocrine, immune, and neurotransmitter genes that serve to regulate the stress response and are linked to psychiatric symptoms and medical morbidity. We provide evidence linking ACEs to these epigenetic modifications, suggesting that ACEs contribute to the vulnerability for developing psychiatric disorders in Native Americans. Conclusion. Additional studies are needed to better understand how ACEs contribute to health and well-being. These studies may inform future interventions to address these serious risks and promote the health and well-being of Native Americans.
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Abstract
Research focusing on the social determinants of diabetes has focused on individual-level factors such as health behaviors, socioeconomic status, and depression. Fewer studies that incorporate a broader consideration of the multiple contexts or organizational levels (eg, family, health care setting, neighborhood) within which individuals are embedded exist in the mainstream diabetes literature. Such an approach would enhance our understanding of this complex disease, and thus, future avenues of research should consider the following: (1) a life-course approach, which examines the influence of early life exposures on the development of diabetes; (2) aiming to understand the biological mechanisms of social determinants of diabetes; and (3) implementing interventions on multiple levels. Integrating this multilevel and life-course approach will require transdisciplinary science that brings together highly specialized expertise from multiple disciplines. Broadening the study of social determinants is a necessary step toward improving the prevention and treatment of type 2 diabetes.
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Affiliation(s)
- Tiffany L Gary-Webb
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W. 168th St, New York, NY, 10032, USA,
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Szyf M. The genome- and system-wide response of DNA methylation to early life adversity and its implication on mental health. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2013; 58:697-704. [PMID: 24331290 DOI: 10.1177/070674371305801208] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Early life adversity is associated with long-tem impacts on behaviour and physical and mental health. The mechanisms mediating the impact of early life environment on the phenotype are proposed to involve a change in the state of deoxyribonucleic acid (DNA) methylation and, as a consequence, in the stable programming of gene expression. Recent studies suggest that the changes in DNA methylation affect broad genomic regions, as well as peripheral tissues in addition to brain regions. Although the data are still scarce, it points to the possibility that DNA methylation is a mechanism of genome adaptation to signals from early life social environment. This modulation of the DNA methylation pattern is proposed to result in long-term impact on the phenotype that could become maladaptive under certain contexts later in life. This model has implications on our understanding of behavioural and mental health pathologies, as well as their diagnosis and therapeutics.
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Affiliation(s)
- Moshe Szyf
- Professor, Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec
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236
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Tung J, Gilad Y. Social environmental effects on gene regulation. Cell Mol Life Sci 2013; 70:4323-39. [PMID: 23685902 PMCID: PMC3809334 DOI: 10.1007/s00018-013-1357-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2013] [Revised: 04/09/2013] [Accepted: 04/29/2013] [Indexed: 01/07/2023]
Abstract
Social environmental conditions, particularly the experience of social adversity, have long been connected with health and mortality in humans and other social mammals. Efforts to identify the physiological basis for these effects have historically focused on their neurological, endocrinological, and immunological consequences. Recently, this search has been extended to understanding the role of gene regulation in sensing, mediating, and determining susceptibility to social environmental variation. Studies in laboratory rodents, captive primates, and human populations have revealed correlations between social conditions and the regulation of a large number of genes, some of which are likely causal. Gene expression responses to the social environment are, in turn, mediated by a set of underlying regulatory mechanisms, of which epigenetic marks are the best studied to date. Importantly, a number of genes involved in the response to the social environment are also associated with susceptibility to other external stressors, as well as certain diseases. Hence, gene regulatory studies are a promising avenue for understanding, and potentially developing strategies to address, the effects of social adversity on health.
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Affiliation(s)
- Jenny Tung
- Department of Evolutionary Anthropology, Duke University, Box 90383, Durham, NC, 27708, USA,
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237
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Hughes C, Waters M, Allen D, Obasanjo I. Translational toxicology: a developmental focus for integrated research strategies. BMC Pharmacol Toxicol 2013; 14:51. [PMID: 24079609 PMCID: PMC3850030 DOI: 10.1186/2050-6511-14-51] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2013] [Accepted: 09/23/2013] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Given that toxicology studies the potential adverse effects of environmental exposures on various forms of life and that clinical toxicology typically focuses on human health effects, what can and should the relatively new term of "translational toxicology" be taken to mean? DISCUSSION Our assertion is that the core concept of translational toxicology must incorporate existing principles of toxicology and epidemiology, but be driven by the aim of developing safe and effective interventions beyond simple reduction or avoidance of exposure to prevent, mitigate or reverse adverse human health effects of exposures.The field of toxicology has now reached a point where advances in multiple areas of biomedical research and information technologies empower us to make fundamental transitions in directly impacting human health. Translational toxicology must encompass four action elements as follows: 1) Assessing human exposures in critical windows across the lifespan; 2) Defining modes of action and relevance of data from animal models; 3) Use of mathematical models to develop plausible predictions as the basis for: 4) Protective and restorative human health interventions. The discussion focuses on the critical window of in-utero development. SUMMARY Exposure assessment, basic toxicology and development of certain categories of mathematical models are not new areas of research; however overtly integrating these in order to conceive, assess and validate effective interventions to mitigate or reverse adverse effects of environmental exposures is our novel opportunity. This is what we should do in translational toxicology so that we have a portfolio of interventional options to improve human health that include both minimizing exposures and specific preventative/restorative/mitigative therapeutics.
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Affiliation(s)
- Claude Hughes
- Quintiles, Inc, North Carolina State University; Wake Forest University; Duke University Medical Center, Morrisville, NC, USA
| | - Michael Waters
- Integrated Laboratory Systems, Inc, Research Triangle Park, Durham, NC, USA
| | - David Allen
- Integrated Laboratory Systems, Inc, Research Triangle Park, Durham, NC, USA
| | - Iyabo Obasanjo
- Advanced Leadership Fellow, Harvard University, Cambridge, MA, USA
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238
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McGowan PO. Epigenomic Mechanisms of Early Adversity and HPA Dysfunction: Considerations for PTSD Research. Front Psychiatry 2013; 4:110. [PMID: 24133457 PMCID: PMC3783846 DOI: 10.3389/fpsyt.2013.00110] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Accepted: 09/03/2013] [Indexed: 01/22/2023] Open
Abstract
Childhood adversity can have life-long consequences for the response to stressful events later in life. Abuse or severe neglect are well-known risk factors for post-traumatic stress disorder (PTSD), at least in part via changes in neural systems mediating the endocrine response to stress. Determining the biological signatures of risk for stress-related mental disorders such as PTSD is important for identifying homogenous subgroups and improving treatment options. This review will focus on epigenetic regulation in early life by adversity and parental care - prime mediators of offspring neurodevelopment - in order to address several questions: (1) what have studies of humans and analogous animal models taught us about molecular mechanisms underlying changes in stress-sensitive physiological systems in response to early life trauma? (2) What are the considerations for studies relating early adversity and PTSD risk, going forward? I will summarize studies in animals and humans that address the epigenetic response to early adversity in the brain and in peripheral tissues. In so doing, I will describe work on the glucocorticoid receptor and other well-characterized genes within the stress response pathway and then turn to genomic studies to illustrate the use of increasingly powerful high-throughput approaches to the study of epigenomic mechanisms.
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Affiliation(s)
- Patrick O McGowan
- Centre for Environmental Epigenetics and Development , Toronto, ON , Canada ; Department of Biological Sciences, University of Toronto , Scarborough, ON , Canada ; Cell and Systems Biology, University of Toronto , Toronto, ON , Canada
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Obermann-Borst SA, Eilers PHC, Tobi EW, de Jong FH, Slagboom PE, Heijmans BT, Steegers-Theunissen RPM. Duration of breastfeeding and gender are associated with methylation of the LEPTIN gene in very young children. Pediatr Res 2013; 74:344-9. [PMID: 23884163 DOI: 10.1038/pr.2013.95] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2012] [Accepted: 01/09/2013] [Indexed: 11/09/2022]
Abstract
BACKGROUND Perinatal environmental factors have been associated with the metabolic programming of children and consequent disease risks in later life. Epigenetic modifications that lead to altered gene expression may be involved. Here, we study early life environmental and constitutional factors in association with the DNA methylation of leptin (LEP), a non-imprinted gene implicated in appetite regulation and fat metabolism. METHODS We investigated maternal education, breastfeeding, and constitutional factors of the child at 17 mo of age. We measured the DNA methylation of LEP in whole blood and the concentration of leptin in serum. RESULTS Duration of breastfeeding was negatively associated with LEP methylation. Low education (≤12 y of education) was associated with higher LEP methylation. Boys had higher birth weight and lower LEP methylation than girls. An inverse association was established between birth weight per SD increase (+584 g) and LEP methylation. High BMI and leptin concentration were associated with lower methylation of LEP. CONCLUSION The early life environment and constitutional factors of the child are associated with epigenetic variations in LEP. Future studies must reveal whether breastfeeding and the associated decrease in LEP methylation is an epigenetic mechanism contributing to the protective effect of breastfeeding against obesity.
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240
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Provençal N, Suderman MJ, Caramaschi D, Wang D, Hallett M, Vitaro F, Tremblay RE, Szyf M. Differential DNA methylation regions in cytokine and transcription factor genomic loci associate with childhood physical aggression. PLoS One 2013; 8:e71691. [PMID: 23977113 PMCID: PMC3747262 DOI: 10.1371/journal.pone.0071691] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Accepted: 07/02/2013] [Indexed: 01/06/2023] Open
Abstract
Background Animal and human studies suggest that inflammation is associated with behavioral disorders including aggression. We have recently shown that physical aggression of boys during childhood is strongly associated with reduced plasma levels of cytokines IL-1α, IL-4, IL-6, IL-8 and IL-10, later in early adulthood. This study tests the hypothesis that there is an association between differential DNA methylation regions in cytokine genes in T cells and monocytes DNA in adult subjects and a trajectory of physical aggression from childhood to adolescence. Methodology/Principal Findings We compared the methylation profiles of the entire genomic loci encompassing the IL-1α, IL-6, IL-4, IL-10 and IL-8 and three of their regulatory transcription factors (TF) NFkB1, NFAT5 and STAT6 genes in adult males on a chronic physical aggression trajectory (CPA) and males with the same background who followed a normal physical aggression trajectory (control group) from childhood to adolescence. We used the method of methylated DNA immunoprecipitation with comprehensive cytokine gene loci and TF loci microarray hybridization, statistical analysis and false discovery rate correction. We found differentially methylated regions to associate with CPA in both the cytokine loci as well as in their transcription factors loci analyzed. Some of these differentially methylated regions were located in known regulatory regions whereas others, to our knowledge, were previously unknown as regulatory areas. However, using the ENCODE database, we were able to identify key regulatory elements in many of these regions that indicate that they might be involved in the regulation of cytokine expression. Conclusions We provide here the first evidence for an association between differential DNA methylation in cytokines and their regulators in T cells and monocytes and male physical aggression.
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Affiliation(s)
- Nadine Provençal
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
- Research Unit on Children’s Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada
- Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
| | - Matthew J. Suderman
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
- Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Doretta Caramaschi
- Research Unit on Children’s Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada
| | - Dongsha Wang
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
- Research Unit on Children’s Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada
| | - Michael Hallett
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Frank Vitaro
- Research Unit on Children’s Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada
- School of Psycho-Education, University of Montreal, Montreal, Quebec, Canada
| | - Richard E. Tremblay
- Research Unit on Children’s Psycho-Social Maladjustment and Ste-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada
- Department of Psychology and Pediatrics, University of Montreal, Montreal, Quebec, Canada
- School of Public Health and Population Science, University College Dublin, Dublin, Ireland
- * E-mail: (RET); (MS)
| | - Moshe Szyf
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
- Sackler Program for Epigenetics and Psychobiology, McGill University, Montreal, Quebec, Canada
- * E-mail: (RET); (MS)
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Cole SW. Social regulation of human gene expression: mechanisms and implications for public health. Am J Public Health 2013; 103 Suppl 1:S84-92. [PMID: 23927506 DOI: 10.2105/ajph.2012.301183] [Citation(s) in RCA: 137] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Recent analyses have discovered broad alterations in the expression of human genes across different social environments. The emerging field of social genomics has begun to identify the types of genes sensitive to social regulation, the biological signaling pathways mediating these effects, and the genetic polymorphisms that modify their individual impact. The human genome appears to have evolved specific "social programs" to adapt molecular physiology to the changing patterns of threat and opportunity ancestrally associated with changing social conditions. In the context of the immune system, this programming now fosters many of the diseases that dominate public health. The embedding of individual genomes within a broader metagenomic network provides a framework for integrating molecular, physiologic, and social perspectives on human health.
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Affiliation(s)
- Steven W Cole
- Steven W. Cole is with the Division of Hematology-Oncology, School of Medicine, University of California, Los Angeles
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Abstract
PURPOSE OF REVIEW Epigenetic mechanisms have the ability to alter the phenotype without changing the genetic code. The science of epigenetics has grown considerably in recent years, and future epigenetically based treatments or prevention strategies are likely. Epigenetic associations with asthma have received growing interest because genetic and environmental factors have been unable to independently explain the cause of asthma. RECENT FINDINGS Recent findings suggest that both the environment and underlying genetic sequence variation influence DNA methylation, which in turn seems to modify the risk conferred by genetic variants for various asthma phenotypes. In particular, DNA methylation may act as an archive of a variety of early developmental exposures, which then can modify the risk related to genetic variants. SUMMARY Current asthma treatments may control the symptoms of asthma but do not modify its natural history. Epigenetic mechanisms and novel explanatory models provide burgeoning approaches to significantly increase our understanding of the initiation and progression of asthma. Due to the inheritance of epigenetics, we anticipate a rapid emergence of critical information that will provide novel treatment strategies for asthma in the current generation and ultimately the prevention of asthma in future generations.
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Charles MA. [Developmental origins of adult health and disease: an important concept for social inequalities in health]. Rev Epidemiol Sante Publique 2013; 61 Suppl 3:S133-8. [PMID: 23845205 DOI: 10.1016/j.respe.2013.05.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Accepted: 05/24/2013] [Indexed: 11/15/2022] Open
Abstract
According to the theory of the developmental origins of adult health and disease, development in utero and in the first years of life are critical phases during which susceptibility to many chronic diseases is set. Diseases eventually occur only if the environment and lifestyle in later life is favorable. Exposure to chemicals (environmental or drug), to infectious agents, unbalanced nutrition, or psychosocial stress prenatally or in the first months/years of life are all factors which have been shown to impact long-term health of individuals. The consequences, however, are not limited to health. A demonstrative example was provided by the study of the influenza epidemic of 1918-1919 in the United States. Nationwide, it was estimated that the loss of income over a lifetime for individuals exposed during fetal life to this epidemic amounted to 14 billion dollars. This example demonstrates that an exposure during fetal life, which is not socially differentiated, may affect the social situation of individuals in adulthood. In many situations, it is much more difficult to separate the specific effect of a given exposure from the overall effect of the social environment. Indeed, it has been shown that socioeconomic status in childhood is associated with increased risk of mortality in adulthood, even after accounting for the socioeconomic status and risky behaviors in adulthood. Among the explanations, the theory of developmental origins of health credits of biological plausibility the model of critical periods early in which the individual is particularly vulnerable to certain exposures. Thus, ensuring the best conditions for the biological, physical, emotional and cognitive development of children in early life will enable them to reach their potential in terms of health and socioeconomic return to society. Investment in this period also brings the hope of reducing the perpetuation of social inequalities and health from generation to generation.
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Affiliation(s)
- M-A Charles
- Inserm U1018, centre de recherche en épidémiologie et santé des populations (CESP), équipe épidémiologie environnementale des cancers, Institut Gustave-Roussy, 114, rue Édouard-Vaillant, 94807 Villejuif, France.
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244
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Szyf M. DNA Methylation, Behavior and Early Life Adversity. J Genet Genomics 2013; 40:331-8. [DOI: 10.1016/j.jgg.2013.06.004] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2013] [Revised: 06/16/2013] [Accepted: 06/19/2013] [Indexed: 10/26/2022]
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Abstract
Recent epidemiological reports of associations between socioeconomic status and epigenetic markers that predict vulnerability to diseases are bringing to light substantial biological effects of social inequalities. Here, we start the discussion of the moral consequences of these findings. We firstly highlight their explanatory importance in the context of the research program on the Developmental Origins of Health and Disease (DOHaD) and the social determinants of health. In the second section, we review some theories of the moral status of health inequalities. Rather than a complete outline of the debate, we single out those theories that rest on the principle of equality of opportunity and analyze the consequences of DOHaD and epigenetics for these particular conceptions of justice. We argue that DOHaD and epigenetics reshape the conceptual distinction between natural and acquired traits on which these theories rely and might provide important policy tools to tackle unjust distributions of health.
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Affiliation(s)
- Michele Loi
- Center for Translational Genomics and Bioinformatics, CEHUM, Universidade Do Minho and San Raffaele Scientific Institute
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Milagro F, Mansego M, De Miguel C, Martínez J. Dietary factors, epigenetic modifications and obesity outcomes: Progresses and perspectives. Mol Aspects Med 2013; 34:782-812. [DOI: 10.1016/j.mam.2012.06.010] [Citation(s) in RCA: 209] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Accepted: 06/27/2012] [Indexed: 12/31/2022]
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247
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Zhang H, Wang F, Kranzler HR, Zhao H, Gelernter J. Profiling of childhood adversity-associated DNA methylation changes in alcoholic patients and healthy controls. PLoS One 2013; 8:e65648. [PMID: 23799031 PMCID: PMC3683055 DOI: 10.1371/journal.pone.0065648] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2013] [Accepted: 04/25/2013] [Indexed: 11/18/2022] Open
Abstract
The increased vulnerability to alcohol dependence (AD) seen in individuals with childhood adversity (CA) may result in part from CA-induced epigenetic changes. To examine CA-associated DNA methylation changes in AD patients, we examined peripheral blood DNA methylation levels of 384 CpGs in promoter regions of 82 candidate genes in 279 African Americans [AAs; 88 with CA (70.5% with AD) and 191 without CA (38.2% with AD)] and 239 European Americans [EAs; 61 with CA (86.9% with AD) and 178 without CA (46.6% with AD)] using Illumina GoldenGate Methylation Array assays. The effect of CA on methylation of individual CpGs and overall methylation in promoter regions of genes was evaluated using a linear regression analysis (with consideration of sex, age, and ancestry proportion of subjects) and a principal components-based analysis, respectively. In EAs, hypermethylation of 10 CpGs in seven genes (ALDH1A1, CART, CHRNA5, HTR1B, OPRL1, PENK, and RGS19) were cross validated in AD patients and healthy controls who were exposed to CA. P values of two CpGs survived Bonferroni correction when all EA samples were analyzed together to increase statistical power [CHRNA5_cg17108064: Padjust = 2.54×10−5; HTR1B_cg06031989: Padjust = 8.98×10−5]. Moreover, overall methylation levels in the promoter regions of three genes (ALDH1A1, OPRL1 and RGS19) were elevated in both EA case and control subjects who were exposed to CA. However, in AAs, CA-associated DNA methylation changes in AD patients were not validated in healthy controls. Our findings suggest that CA could induce population-specific methylation alterations in the promoter regions of specific genes, thus leading to changes in gene transcription and an increased risk for AD and other disorders.
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Affiliation(s)
- Huiping Zhang
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, United States of America.
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Reply to Suderman et al.: Importance of accounting for blood cell composition in epigenetic studies. Proc Natl Acad Sci U S A 2013; 110:E1247. [PMID: 23667927 DOI: 10.1073/pnas.1222104110] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
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[Social inequalities in health, early child development and biological embedding]. Rev Epidemiol Sante Publique 2013; 61 Suppl 2:S39-46. [PMID: 23684106 DOI: 10.1016/j.respe.2013.03.036] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
This paper describes evidence that led to the concept of biological embedding and introduces approaches designed to elucidate its mechanisms and role. Biological embedding occurs when: experience gets under the skin and alters human biological and developmental processes; systematic differences in experience in different social environments in society lead to systematically different biological and developmental states; these differences are stable and long term; and, finally, they have the capacity to influence health, well-being, learning, or behavior over the life course. The concept of biological embedding emerged from insights in population health on the unique characteristics of socioeconomic gradients: ubiquity in poor and post-scarcity societies alike; gradient seen regardless of whether SES is measured by income, education or occupation; cutting widely across health, well-being, learning and behavior outcomes; replicating itself on new conditions entering society; and, often, showing that flatter gradients mean better overall societal outcomes. Most important, the gradient begins the life course as a gradient in developmental health, suggesting that the emergence of a multifaceted resilience/vulnerability early in life is the best place to look for evidence of biological embedding. In order to understand its character, the metaphor of the "archeology of biological embedding" has been used, wherein the surficial stratum of the "dig" is experience and behavior; the shallow stratum is organ system and cellular function; and the deep stratum is gene function. We are now ready to address the fundamental question of biological embedding: how do early childhood environments work together with genetic variation and epigenetic regulation to generate gradients in health and human development across the life course?
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Childhood adversity and DNA methylation of genes involved in the hypothalamus-pituitary-adrenal axis and immune system: whole-genome and candidate-gene associations. Dev Psychopathol 2013; 24:1417-25. [PMID: 23062307 DOI: 10.1017/s0954579412000806] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
In recent years, translational research involving humans and animals has uncovered biological and physiological pathways that explain associations between early adverse circumstances and long-term mental and physical health outcomes. In this article, we summarize the human and animal literature demonstrating that epigenetic alterations in key biological systems, the hypothalamus-pituitary-adrenal axis and immune system, may underlie such disparities. We review evidence suggesting that changes in DNA methylation profiles of the genome may be responsible for the alterations in hypothalamus-pituitary-adrenal axis and immune system trajectories. Using some preliminary data, we demonstrate how explorations of genome-wide and candidate-gene DNA methylation profiles may inform hypotheses and guide future research efforts in these areas. We conclude our article by discussing the many important future directions, merging perspectives from developmental psychology, molecular genetics, neuroendocrinology, and immunology, that are essential for furthering our understanding of how early adverse circumstances may shape developmental trajectories, particularly in the areas of stress reactivity and physical or mental health.
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