Department of Epidemiology, University of Michigan School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Department of Environmental Health Sciences, University of Michigan School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Curr Environ Health Rep. 2020 Sep;7(3):185-197. doi: 10.1007/s40572-020-00287-0.
This article introduces the roles of perinatal DNA methylation in human health and disease, highlights the challenges of tissue and cellular heterogeneity to studying DNA methylation, summarizes approaches to overcome these challenges, and offers recommendations in conducting research in environmental epigenetics.
Epigenetic modifications are essential for human development and are labile to environmental influences, especially during gestation. Epigenetic dysregulation is also a hallmark of multiple diseases. Environmental epigenetic studies routinely measure DNA methylation in readily available tissues. However, tissues and cell types exhibit specific epigenetic patterning and heterogeneity between samples complicates epigenetic studies. Failure to account for cell-type heterogeneity limits identification of biological mechanisms and biases study results. Tissue-level epigenetic measures represent a convolution of epigenetic signals from individual cell types. Tissue-specific epigenetics is an evolving field and the use of disease-affected target, surrogate, or multiple tissues has inherent trade-offs and affects inference. Likewise, experimental and bioinformatic approaches to accommodate cell-type heterogeneity have varying assumptions and inherent trade-offs that affect inference. The relationships between exposure, disease, tissue-level DNA methylation, cell type-specific DNA methylation, and cell-type heterogeneity must be carefully considered in study design and analysis. Causal diagrams can inform study design and analytic strategies. Properly addressing cell-type heterogeneity limits sources of potential bias, avoids misinterpretation of study results, and allows investigators to distinguish shifts in cell-type proportions from direct changes to cellular epigenetic programming, both of which provide insights into environmental disease etiology and aid development of novel methods for prevention and treatment.
本文介绍了围产期 DNA 甲基化在人类健康和疾病中的作用,强调了组织和细胞异质性对 DNA 甲基化研究的挑战,总结了克服这些挑战的方法,并就环境表观遗传学研究提出了建议。
表观遗传修饰对于人类的发育至关重要,并且容易受到环境的影响,尤其是在妊娠期。表观遗传失调也是多种疾病的标志。环境表观遗传学研究通常在可获得的组织中测量 DNA 甲基化。然而,组织和细胞类型表现出特定的表观遗传模式,样本之间存在异质性,这使得表观遗传学研究变得复杂。未能考虑细胞类型异质性会限制对生物学机制的识别,并影响研究结果。组织水平的表观遗传测量代表了单个细胞类型的表观遗传信号的卷积。组织特异性表观遗传学是一个不断发展的领域,使用受疾病影响的靶标、替代物或多种组织具有内在的权衡,并影响推断。同样,为适应细胞类型异质性而采用的实验和生物信息学方法具有不同的假设和内在权衡,这会影响推断。在研究设计和分析中必须仔细考虑暴露、疾病、组织水平 DNA 甲基化、细胞类型特异性 DNA 甲基化以及细胞类型异质性之间的关系。因果关系图可以为研究设计和分析策略提供信息。正确处理细胞类型异质性可以限制潜在偏差的来源,避免对研究结果的误解,并使研究人员能够区分细胞类型比例的变化与细胞表观遗传编程的直接变化,这两者都为环境疾病病因学提供了深入的了解,并有助于开发新的预防和治疗方法。