Epigenetics,heritability and longitudinal analysis

Background

Longitudinal data and repeated measurements in epigenome-wide association studies (EWAS) provide a rich resource for understanding epigenetics. We summarize 7 analytical approaches to the GAW20 data sets that addressed challenges and potential applications of phenotypic and epigenetic data. All contributions used the GAW20 real data set and employed either linear mixed effect (LME) models or marginal models through generalized estimating equations (GEE). These contributions were subdivided into 3 categories: (a) quality control (QC) methods for DNA methylation data; (b) heritability estimates pretreatment and posttreatment with fenofibrate; and (c) impact of drug response pretreatment and posttreatment with fenofibrate on DNA methylation and blood lipids.

Results

Two contributions addressed QC and identified large statistical differences with pretreatment and posttreatment DNA methylation, possibly a result of batch effects. Two contributions compared epigenome-wide heritability estimates pretreatment and posttreatment, with one employing a Bayesian LME and the other using a variance-component LME. Density curves comparing these studies indicated these heritability estimates were similar. Another contribution used a variance-component LME to depict the proportion of heritability resulting from a genetic and shared environment. By including environmental exposures as random effects, the authors found heritability estimates became more stable but not significantly different. Two contributions investigated treatment response. One estimated drug-associated methylation effects on triglyceride levels as the response, and identified 11 significant cytosine-phosphate-guanine (CpG) sites with or without adjusting for high-density lipoprotein. The second contribution performed weighted gene coexpression network analysis and identified 6 significant modules of at least 30 CpG sites, including 3 modules with topological differences pretreatment and posttreatment.

Conclusions

Four conclusions from this GAW20 working group are: (a) QC measures are an important consideration for EWAS studies that are investigating multiple time points or repeated measurements; (b) application of heritability estimates between time points for individual CpG sites is a useful QC measure for DNA methylation studies; (c) drug intervention demonstrated strong epigenome-wide DNA methylation patterns across the 2 time points; and (d) new statistical methods are required to account for the environmental contributions of DNA methylation across time. These contributions demonstrate numerous opportunities exist for the analysis of longitudinal data in future epigenetic studies.

     

Epigenetics, spermatogenesis and male infertility

Epigenetic modifications characterized by DNA methylation, histone modifications, and chromatin remodeling are important regulators in a number of biological processes, including spermatogenesis. Several genes in the testes are regulated through epigenetic mechanisms, indicating a direct influence of epigenetic mechanisms on the process of spermatogenesis. In the present article, we have provided a comprehensive review of the epigenetic processes in the testes, correlation of epigenetic aberrations with male infertility, impact of environmental factors on the epigenome and male fertility, and significance of epigenetic changes/aberrations in assisted reproduction. The literature review suggested a significant impact of epigenetic aberrations (epimutations) on spermatogenesis, and this could lead to male infertility. Epimutations (often hypermethylation) in several genes, namely MTHFR, PAX8, NTF3, SFN, HRAS, JHM2DA, IGF2, H19, RASGRF1, GTL2, PLAG1, D1RAS3, MEST, KCNQ1, LIT1, and SNRPN, have been reported in association with poor semen parameters or male infertility. Environmental toxins/drugs may affect fertility via epigenetic modifications. For example, 5-aza-2'-deoxycytidine, an anticancer agent, causes a decrease in global DNA methylation that leads to altered sperm morphology, decreased sperm motility, decreased fertilization capacity, and decreased embryo survival. Similarly, Endocrine disruptors, such as methoxychlor (an estrogenic pesticide) and vinclozolin (an anti-androgenic fungicide) have been found by experiments on animals to affect epigenetic modifications that may cause spermatogenic defects in subsequent generations. Assisted reproduction procedures that have been considered rather safe, are now being implicated in inducing epigenetic changes that could affect fertility in subsequent generations. Techniques such as intracytoplasmic sperm injection (ICSI) and round spermatid injection (ROSI) may increase the incidence of imprinting disorders and adversely affect embryonic development by using immature spermatozoa that may not have established proper imprints or global methylation. Epigenetic changes, in contrast to genetic aberrations, may be less deleterious because they are potentially reversible. Further research could identify certain drugs capable of reversing epigenetic changes.     

Epigenetics,oxidative stress,and Alzheimer disease

Alzheimer disease (AD) is a progressive neurodegenerative disorder whose clinical manifestations appear in old age. The sporadic nature of 90% of AD cases, the differential susceptibility to and course of the illness, as well as the late age onset of the disease suggest that epigenetic and environmental components play a role in the etiology of late-onset AD. Animal exposure studies demonstrated that AD may begin early in life and may involve an interplay between the environment, epigenetics, and oxidative stress. Early life exposure of rodents and primates to the xenobiotic metal lead (Pb) enhanced the expression of genes associated with AD, repressed the expression of others, and increased the burden of oxidative DNA damage in the aged brain. Epigenetic mechanisms that control gene expression and promote the accumulation of oxidative DNA damage are mediated through alterations in the methylation or oxidation of CpG dinucleotides. We found that environmental influences occurring during brain development inhibit DNA-methyltransferases, thus hypomethylating promoters of genes associated with AD such as the β-amyloid precursor protein (APP). This early life imprint was sustained and triggered later in life to increase the levels of APP and amyloid-β (Aβ). Increased Aβ levels promoted the production of reactive oxygen species, which damage DNA and accelerate neurodegenerative events. Whereas AD-associated genes were overexpressed late in life, others were repressed, suggesting that these early life perturbations result in hypomethylation as well as hypermethylation of genes. The hypermethylated genes are rendered susceptible to Aβ-enhanced oxidative DNA damage because methylcytosines restrict repair of adjacent hydroxyguanosines. Although the conditions leading to early life hypo- or hypermethylation of specific genes are not known, these changes can have an impact on gene expression and imprint susceptibility to oxidative DNA damage in the aged brain.     

表观遗传学——理论·方法·研究进展(1)

现代生物（包括人类在内）从祖先基因组中所获得的生长、发育和进化信息并不仅仅是基因序列。在DNA序列不发生变化的条件下,基因表达发生的改变也可以是遗传的,导致表观遗传变异。表观遗传学就指研究不涉及遗传物质核苷酸序列的改变、但可以通过有丝分裂和减数分裂实现代间传递（遗传）的生物现象的遗传学分支领域、从根本上讲,表观遗传是环境因素和细胞内的遗传物质之间发生交互作用的结果,目前表观遗传学研究主要集中在甲基化、小RNA和染色质重塑等方面。副突变、亲代印记、性别相关性基因剂量补偿效应和转基因沉默等是典型的表观遗传现象,相关研究有利于揭示生长发育、杂种优势、作物抗逆和人类疾病等许多生命现象的本质。     

Developmental Plasticity, Epigenetics and Human Health

The unrelenting rise in global rates of non-communicable disease has necessitated a thorough re-evaluation of the current use of adult- and lifestyle-based strategies to curb the growing epidemic. There is a rapidly emerging set of epidemiological, experimental and clinical data suggesting that developmental factors play a considerable role in determining individual disease risk later in life. This phenomenon is known as the Developmental Origins of Health and Disease (DOHaD). Developmental factors, such as maternal and paternal nutrition, gestational diabetes mellitus, and even the normative range of developmental experiences, may evoke the processes of developmental plasticity which enable an organism to change its developmental trajectory in response to environmental cues. However in the event of a mismatch between the early and mature environment, such anticipatory responses may become maladaptive and lead to elevated risk of disease. The evo-devo and eco-evo-devo framework for DOHaD has more recently been supported by mechanistic insights enabled by rapid advances in epigenetic research. Increasing evidence suggests that developmental plasticity may be effected by epigenetically mediated modulation of the expression of specific genes. These mechanisms include DNA methylation, histone modifications and noncoding RNA activity. A growing number of animal studies also point towards the transgenerational inheritance of epigenetic marks, which may have implications for the perpetuation of ill-health. However early-life epigenotyping may find utility as a prognostic marker of metabolic dysfunction for identification and treatment of at-risk individuals.     

Epigenetics

Emerging evidence is shedding light on a large and complex network of epigenetic modifications at play in human stem cells. This “epigenetic landscape” governs the fine-tuning and precision of gene expression programs that define the molecular basis of stem cell pluripotency, differentiation and reprogramming. This review will focus on recent progress in our understanding of the processes that govern this landscape in stem cells, such as histone modification, DNA methylation, alterations of chromatin structure due to chromatin remodeling and non-coding RNA activity. Further investigation into stem cell epigenetics promises to provide novel advances in the diagnosis and treatment of a wide array of human diseases.     

Epigenetics and cancer

Epigenetics is defined as "the study of mitotically and/or meiotically heritable changes in gene expression that cannot be explained by changes in the DNA sequence". Setting up the epigenetic program is crucial for correct development and its stable inheritance throughout its lifespan is essential for the maintenance of the tissue- and cell-specific functions of the organism. For many years, the genetic causes of cancer have hold centre stage. However, the recent wealth of information about the molecular mechanisms which, by modulating the chromatin structure, can regulate gene expression has high-lighted the predominant role of epigenetic modifications in the initiation and progression of numerous pathologies, including cancer. The nucleosome is the major target of these epigenetic regulation mechanisms. They include a series of tightly interconnected steps which starting with the setting ("writing") of the epigenetic mark till its "reading" and interpretation will result in long-term gene regulation. The major epigenetic changes associated with tumorigenesis are aberrant DNA methylation of CpG islands located in the promoter region of tumor suppressor gene, global genomic hypomethylation and covalent modifications of histone N-terminal tails which are protruding out from the nucleosome core. In sharp contrast with genetic modifications, epigenetic modifications are highly dynamic and reversible. The characterization of specific inhibitors directed against some key epigenetic players has opened a new and promising therapeutic avenue, the epigenetic therapy, since some inhibitors are already used in clinical trials.     

Epigenetics, eh! A meeting summary of the Canadian Conference on Epigenetics

In May 2011, the Canadian Conference on Epigenetics: Epigenetics Eh! was held in London, Canada. The objectives of this conference were to showcase the breadth of epigenetic research on environment and health across Canada and to provide the catalyst to develop collaborative Canadian epigenetic research opportunities, similar to existing international epigenetic initiatives in the US and Europe. With ten platform sessions and two sessions with over 100 poster presentations, this conference featured cutting-edge epigenetic research, presented by Canadian and international principal investigators and their trainees in the field of epigenetics and chromatin dynamics. An EpigenART competition included ten artists, creating a unique opportunity for artists and scientists to interact and explore their individual interpretations of this scientific discipline. The conference provided a unique venue for a significant cross-section of Canadian epigenetic researchers from diverse disciplines to meet, interact, collaborate and strategize at the national level.     

Epigenetics and atherosclerosis

The contribution of epigenetic mechanisms to cardiovascular diseases remains poorly understood. Hypomethylation of genomic DNA is present in human atherosclerotic lesions and methylation changes also occur at the promoter level of several genes involved in the pathogenesis of atherosclerosis, such as extracellular superoxide dismutase, estrogen receptor-α, endothelial nitric oxide synthase and 15-lipoxygenase. So far, no clear data is available about histone modification marks in atherosclerotic lesions. It remains unclear whether epigenetic changes are causally related to the pathogenetic features, such as clonal proliferation of lesion smooth muscle cells, lipid accumulation and modulation of immune responses in the lesions, or whether they merely represent a consequence of the ongoing pathological process. However, epigenetic changes could at least partly explain poorly understood environmental and dietary effects on atherogenesis and the rapid increases and decreases in the incidence of coronary heart disease observed in various populations. RNAi mechanisms may also contribute to the epigenetic regulation of vascular cells. Therapies directed towards modification of the epigenetic status of vascular cells might provide new tools to control atherosclerosis-related cardiovascular diseases.     

Epigenetics in cardiac development,function, and disease

Substantial new knowledge has accrued, over the past few years, concerning the epigenetic regulation of heart development and disease. Epigenetic mechanisms comprise DNA methylation, ATP-dependent chromatin remodeling, histone modifications, and non-coding RNAs. Many of these processes have been ascertained to influence the tight spatiotemporal control of gene expression during cardiac development. Nevertheless, the relative contribution of each mechanism and their potentially complex interplay remain largely unexplored. Cardiac development and disease are linked through the reactivation of fetal genes upon cardiac hypertrophy and failure. In cardiac disease, changes in gene expression are accompanied and influenced by distinct changes in histone modifications. Detailed knowledge about the epigenetic pathways of cardiac development and function is expected ultimately to lead to novel therapeutic strategies for heart disease and regenerative medicine.     

Epigenetics,Eh!: A meeting summary of the Canadian Conference on Epigenetics

In May 2011, the Canadian Conference on Epigenetics: Epigenetics Eh! was held in London, Canada. The objectives of this conference were to showcase the breadth of epigenetic research on environment and health across Canada and to provide the catalyst to develop collaborative Canadian epigenetic research opportunities, similar to existing international epigenetic initiatives in the US and Europe. With ten platform sessions and two sessions with over 100 poster presentations, this conference featured cutting-edge epigenetic research, presented by Canadian and international principal investigators and their trainees in the field of epigenetics and chromatin dynamics. An EpigenART competition included ten artists, creating a unique opportunity for artists and scientists to interact and explore their individual interpretations of this scientific discipline. The conference provided a unique venue for a significant cross-section of Canadian epigenetic researchers from diverse disciplines to meet, interact, collaborate and strategize at the national level.     

表遗传学与肿瘤

表遗传学通过对核小体上D NA和组蛋白的结构修饰以及其后导致的染色质结构改变而对局部或整体的基因表达产生重要的调控作用.肿瘤分子生物学研究表明,表遗传学的紊乱与基因的变异一起参与了包括肿瘤细胞生长和分化、细胞周期的调控、D N A修复与重新表达、原癌基因的激活、肿瘤细胞的转移及肿瘤细胞逃避宿主免疫监视等肿瘤发生发展的整个过程.相对于基因变异而言,可逆的表遗传学调控为肿瘤的治疗提供一个全新的方向,而对其分子机制的研究为抗肿瘤药物的设计也提供了一个全新的靶点,从而对肿瘤的临床治疗具有重要的意义.