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      Differential methylation between ethnic sub-groups reflects the effect of genetic ancestry and environmental exposures

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          Abstract

          Populations are often divided categorically into distinct racial/ethnic groups based on social rather than biological constructs. Genetic ancestry has been suggested as an alternative to this categorization. Herein, we typed over 450,000 CpG sites in whole blood of 573 individuals of diverse Hispanic origin who also had high-density genotype data. We found that both self-identified ethnicity and genetically determined ancestry were each significantly associated with methylation levels at 916 and 194 CpGs, respectively, and that shared genomic ancestry accounted for a median of 75.7% (IQR 45.8% to 92%) of the variance in methylation associated with ethnicity. There was a significant enrichment (p=4.2×10 -64) of ethnicity-associated sites amongst loci previously associated environmental exposures, particularly maternal smoking during pregnancy. We conclude that differential methylation between ethnic groups is partially explained by the shared genetic ancestry but that environmental factors not captured by ancestry significantly contribute to variation in methylation.

          DOI: http://dx.doi.org/10.7554/eLife.20532.001

          eLife digest

          Whether a person develops a particular disease can depend on both genetic and environmental factors. Many studies have found that people of different races and ethnicities have different likelihoods of acquiring certain diseases. Race and ethnicity are social constructs; that is, they are not necessarily defined biologically. However, shared ancestry will produce genetic links between members of a group. In addition, members of an ethnic group often share a culture or environment that may influence their risk of disease. For example, the ‘Mediterranean diet’ inspired by the dietary habits of Southern Italians has been shown to reduce the risk of heart disease, diabetes and cancer.

          The addition of chemical groups – such as methyl groups – to DNA strands can affect the activity of nearby genes. Methylation is controlled by both genetic and environmental factors, and altered patterns of DNA methylation are seen in some diseases. It is therefore an ideal biological process to study to determine how race/ethnicity and ancestry contribute to a person’s susceptibility to disease.

          Galanter et al. have now studied the patterns of methylation found in the blood of 573 people from diverse Latino ethnic sub-groups. The different groups displayed significantly different patterns of methylation at hundreds of locations across the genome. Genetic ancestry explained approximately 75% of the variation in methylation between the sub-groups. In addition, the methylation patterns at DNA locations known to be affected by environmental exposures – for example, by exposure to tobacco while in the womb – were disproportionately likely to be methylated differently in different sub-groups.

          Now that more is known about the relative effects of race/ethnicity and genetic ancestry on methylation, the next step is to apply this knowledge to disease processes. This will help us to better understand the source of health disparities across different groups of people.

          DOI: http://dx.doi.org/10.7554/eLife.20532.002

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          Most cited references26

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          DNA methylation and cancer.

          DNA methylation is one of the most intensely studied epigenetic modifications in mammals. In normal cells, it assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture. The covalent addition of a methyl group occurs generally in cytosine within CpG dinucleotides which are concentrated in large clusters called CpG islands. DNA methyltransferases are responsible for establishing and maintenance of methylation pattern. It is commonly known that inactivation of certain tumor-suppressor genes occurs as a consequence of hypermethylation within the promoter regions and a numerous studies have demonstrated a broad range of genes silenced by DNA methylation in different cancer types. On the other hand, global hypomethylation, inducing genomic instability, also contributes to cell transformation. Apart from DNA methylation alterations in promoter regions and repetitive DNA sequences, this phenomenon is associated also with regulation of expression of noncoding RNAs such as microRNAs that may play role in tumor suppression. DNA methylation seems to be promising in putative translational use in patients and hypermethylated promoters may serve as biomarkers. Moreover, unlike genetic alterations, DNA methylation is reversible what makes it extremely interesting for therapy approaches. The importance of DNA methylation alterations in tumorigenesis encourages us to decode the human epigenome. Different DNA methylome mapping techniques are indispensable to realize this project in the future. Copyright © 2010 Elsevier Inc. All rights reserved.
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            Post-traumatic stress disorder is associated with PACAP and the PAC1 receptor

            Pituitary adenylate cyclase-activating polypeptide (PACAP) is known to broadly regulate the cellular stress response. In contrast, it is unclear if the PACAP/PAC1 receptor pathway has a role in human psychological stress responses, such as posttraumatic stress disorder (PTSD). In heavily traumatized subjects, we find a sex-specific association of PACAP blood levels with fear physiology, PTSD diagnosis and symptoms in females (N=64, replication N=74, p<0.005). Using a tag-SNP genetic approach (44 single nucleotide polymorphisms, SNPs) spanning the PACAP (ADCYAP1) and PAC1 (ADCYAP1R1) genes, we find a sex-specific association with PTSD. rs2267735, a SNP in a putative estrogen response element within ADCYAP1R1, predicts PTSD diagnosis and symptoms in females only (combined initial and replication samples: N=1237; p<2x10 − 5). This SNP also associates with fear discrimination and with ADCYAP1R1 mRNA expression. Methylation of ADCYAP1R1 is also associated with PTSD (p < 0.001). Complementing these human data, ADCYAP1R1 mRNA is induced with fear conditioning or estrogen replacement in rodent models. These data suggest that perturbations in the PACAP/PAC1 pathway are involved in abnormal stress responses underlying PTSD. These sex-specific effects may occur via estrogen regulation of ADCYAP1R1. PACAP levels and ADCYAP1R1 SNPs may serve as useful biomarkers to further our mechanistic understanding of PTSD.
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              Socioeconomic status and health: the potential role of environmental risk exposure.

              Among several viable explanations for the ubiquitous SES-health gradient is differential exposure to environmental risk. We document evidence of inverse relations between income and other indices of SES with environmental risk factors including hazardous wastes and other toxins, ambient and indoor air pollutants, water quality, ambient noise, residential crowding, housing quality, educational facilities, work environments, and neighborhood conditions. We then briefly overview evidence that such exposures are inimical to health and well-being. We conclude with a discussion of the research and policy implications of environmental justice, arguing that a particularly salient feature of poverty for health consequences is exposure to multiple environmental risk factors.
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                Author and article information

                Contributors
                Role: Reviewing editor
                Journal
                eLife
                Elife
                eLife
                eLife
                eLife
                eLife Sciences Publications, Ltd
                2050-084X
                03 January 2017
                2017
                : 6
                : e20532
                Affiliations
                [1 ]deptDepartment of Medicine , University of California , San Francisco, United States
                [2 ]deptDepartment of Bioengineering and Therapeutic Sciences , University of California , San Francisco, United States
                [3 ]deptDepartment of Epidemiology and Biostatistics , University of California, San Francisco , San Francisco, United States
                [4 ]deptDepartment of Genetics , Stanford University , Stanford, United States
                [5 ]Hospital Universitario Nuestra Señora de Candelaria , Tenerife, Spain
                [6 ]deptCIBER de Enfermedades Respiratorias , Instituto de Salud Carlos III , Madrid, Spain
                [7 ]deptDepartment of Pediatrics , Baylor College of Medicine and Texas Children’s Hospital , Houston, Texas
                [8 ]deptDivision of Allergy and Immunology , Feinberg School of Medicine, Northwestern University , Chicago, Illinois
                [9 ]Kaiser Permanente-Vallejo Medical Center , Vallejo, United States
                [10 ]Bay Area Pediatrics , Oakland, United States
                [11 ]deptDepartment of Pediatrics , Children’s Hospital and Research Center , Oakland, United States
                [12 ]Jacobi Medical Center , Bronx, United States
                [13 ]Veterans Caribbean Health System , San Juan, United States
                [14 ]deptDivision of Allergy and Immunology , The Ann and Robert H Lurie Children’s Hospital of Chicago , Chicago, United States
                [15 ]Centro de Neumología Pediátrica , San Juan, United States
                [16 ]deptCenter for Genes, Environment, and Health, Department of Pediatrics , National Jewish Health , Denver, United States
                [17 ]deptGraduate School of Public Health and Health Policy , University of New York , New York, United States
                [18]Austrian Academy of Sciences , Austria
                [19]Austrian Academy of Sciences , Austria
                Author notes
                [‡]

                Genentech, South San Francisco, United States.

                [†]

                These authors contributed equally to this work.

                Author information
                http://orcid.org/0000-0002-2561-6384
                http://orcid.org/0000-0001-9728-6567
                http://orcid.org/0000-0002-2815-6037
                http://orcid.org/0000-0003-0332-437X
                http://orcid.org/0000-0001-6126-6601
                http://orcid.org/0000-0001-7475-2035
                Article
                20532
                10.7554/eLife.20532
                5207770
                28044981
                368842ba-14fb-4eaf-99a9-1e5a531bdcca
                © 2017, Galanter et al

                This article is distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use and redistribution provided that the original author and source are credited.

                History
                : 10 August 2016
                : 23 November 2016
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100000002, National Institutes of Health;
                Award ID: multiple
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100008925, American Asthma Foundation;
                Award Recipient :
                Funded by: Sandler Family Foundation;
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100005188, Tobacco-Related Disease Research Program;
                Award ID: 24RT-0025
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100005640, Flight Attendant Medical Research Institute;
                Award Recipient :
                Funded by: Hewett Fellowship;
                Award Recipient :
                Funded by: Parker B. Francis Fellowship Program;
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100001465, American Thoracic Society;
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100008069, University of California, San Francisco;
                Award ID: Chancellor's Research Fellowship
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100008069, University of California, San Francisco;
                Award ID: Dissertation of the Year Fellowship
                Award Recipient :
                Funded by: Ernest S. Bazley Grant;
                Award Recipient :
                The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.
                Categories
                Genes and Chromosomes
                Human Biology and Medicine
                Research Article
                Custom metadata
                2.5
                An epigenome-wide study shows that ethnic self-identification and genetically determined ancestry both make important independent contributions to DNA methylation levels.

                Life sciences
                methylation,epigenetics,ethnicity,latinos,human
                Life sciences
                methylation, epigenetics, ethnicity, latinos, human

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