4.8 Article

Genome-wide quantification of the effects of DNA methylation on human gene regulation

期刊

ELIFE
卷 7, 期 -, 页码 -

出版社

ELIFE SCIENCES PUBLICATIONS LTD
DOI: 10.7554/eLife.37513

关键词

-

类别

资金

  1. Alfred P. Sloan Foundation
  2. National Institutes of Health
  3. National Science Foundation

向作者/读者索取更多资源

Changes in DNA methylation are involved in development, disease, and the response to environmental conditions. However, not all regulatory elements are functionally methylation-dependent (MD). Here, we report a method, mSTARR-seq, that assesses the causal effects of DNA methylation on regulatory activity at hundreds of thousands of fragments (millions of CpG sites) simultaneously. Using mSTARR-seq, we identify thousands of MD regulatory elements in the human genome. MD activity is partially predictable using sequence and chromatin state information, and distinct transcription factors are associated with higher activity in unmethylated versus methylated DNA. Further, pioneer TFs linked to higher activity in the methylated state appear to drive demethylation of experimentally methylated sites. MD regulatory elements also predict methylation-gene expression relationships across individuals, where they are 1.6x enriched among sites with strong negative correlations. mSTARR-seq thus provides a map of MD regulatory activity in the human genome and facilitates interpretation of differential methylation studies.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.8
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Editorial Material Immunology

Lack of evidence for intergenerational inheritance of immune resistance to infections

Eva Kaufmann, Marija Landekic, Jeffrey Downey, Julia Chronopoulos, Sara Teimouri Nezhad, Kim Tran, Donald C. Vinh, Luis B. Barreiro, Maziar Divangahi

NATURE IMMUNOLOGY (2022)

Article Biology

Agonism and grooming behaviour explain social status effects on physiology and gene regulation in rhesus macaques

Noah D. Simons, Vasiliki Michopoulos, Mark Wilson, Luis B. Barreiro, Jenny Tung

Summary: Variation in social status can impact gene regulation, glucocorticoid physiology, and mitochondrial DNA phenotypes in animals. Behavioral interactions associated with dominance rank play a significant role in these effects, often serving as better predictors of molecular and physiological outcomes than dominance rank itself.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2022)

Article Biochemistry & Molecular Biology

Diverse environmental perturbations reveal the evolution and context-dependency of genetic effects on gene expression levels

Amanda J. Lea, Julie Peng, Julien F. Ayroles

Summary: In addition to genotype and environment, most complex traits are also influenced by poorly understood interactions between these two factors. This study mapped the genetic basis of gene expression levels across different cellular environments and revealed that these interactions have an evolutionary component.

GENOME RESEARCH (2022)

Article Medicine, General & Internal

Orang Asli Health and Lifeways Project (OA HeLP): a cross-sectional cohort study protocol

Ian J. Wallace, Amanda J. Lea, Yvonne A. L. Lim, Steven K. W. Chow, Izandis bin Mohd Sayed, Romano Ngui, Mohd Tajudin Haji Shaffee, Kee-Seong Ng, Colin Nicholas, Vivek V. Venkataraman, Thomas S. Kraft

Summary: This study aims to investigate the prevalence and environmental causes of non-communicable diseases (NCDs) among the indigenous peoples of Peninsular Malaysia, known as Orang Asli. The project will collect biospecimens and conduct screening for NCDs, combined with ethnographic work to assess lifestyle and sociocultural variables. The study will examine the relationship between environmental changes and NCD susceptibility, as well as the molecular and physiological mechanisms that mediate environmental effects on health. It will also identify factors, both intrinsic and extrinsic, that predispose certain individuals to NCDs in the face of environmental change.

BMJ OPEN (2022)

Article Genetics & Heredity

Dietary stress remodels the genetic architecture of lifespan variation in outbred Drosophila

Luisa F. F. Pallares, Amanda J. J. Lea, Clair Han, Elena V. V. Filippova, Peter Andolfatto, Julien F. F. Ayroles

Summary: Evolutionary theory suggests that lifespan-reducing alleles should be eliminated, but studies have shown that they persist. This study found that alleles regulating lifespan have context-dependent effects and a third of lifespan-associated genetic variation is influenced by the environment. Lifespan-reducing alleles are often recent, have stronger effects on a high-sugar diet, and show signs of selection in wild populations, supporting the evolutionary mismatch hypothesis. These findings provide insights into the complex genetic architecture of lifespan and the evolutionary processes that shape it.

NATURE GENETICS (2023)

Article Multidisciplinary Sciences

Natural selection of immune and metabolic genes associated with health in two lowland Bolivian populations

Amanda J. Lea, Angela Garcia, Jesusa Arevalo, Julien F. Ayroles, Kenneth Buetow, Steve W. Cole, Daniel Eid Rodriguez, Maguin Gutierrez, Heather M. Highland, Paul L. Hooper, Anne Justice, Thomas Kraft, Kari E. North, Jonathan Stieglitz, Hillard Kaplan, Benjamin C. Trumble, Michael D. Gurven

Summary: Research has found that putatively selected alleles are associated with phenotypes in underrepresented populations, such as Amerindians, and may uncover new loci underlying evolutionarily and biomedically relevant traits. By combining anthropological and biomedical data, researchers have identified gene regions related to immune and metabolic function.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2023)

Article Ecology

Genetic variance and indirect genetic effects for affiliative social behavior in a wild primate

Emily M. McLean, Jacob A. Moorad, Jenny Tung, Elizabeth A. Archie, Susan C. Alberts

Summary: This study investigates the role of genetic variance in shaping affiliative behaviors in the Amboseli wild baboon population. The results show that grooming behavior in female baboons is heritable and influenced by environmental factors such as dominance rank and the availability of kin as grooming partners. There is also a small but measurable genetic effect of partner identity on grooming behavior.

EVOLUTION (2023)

Article Zoology

Natural Animal Populations as Model Systems for Understanding Early Life Adversity Effects on Aging

Sam K. Patterson, Rachel M. Petersen, Lauren J. N. Brent, Noah Snyder-Mackler, Amanda J. Lea, James P. Higham

Summary: Adverse experiences in early life have been found to be associated with aging-related disease risk and mortality in various species. However, due to confounding factors and difficulties in direct measurement, it is challenging to determine the impact of early life adversity on aging and health in humans. Studying non-human animals, which experience similar forms of adversity and age similarly to humans, can help overcome these challenges. Additionally, studying the links between early life adversity and aging in natural populations of non-human animals provides insights into the social and ecological pressures that influenced the evolution of early life sensitivities.

INTEGRATIVE AND COMPARATIVE BIOLOGY (2023)

Article Multidisciplinary Sciences

Early life adversity and adult social relationships have independent effects on survival in a wild primate

Elizabeth C. Lange, Shuxi Zeng, Fernando A. Campos, Fan Li, Jenny Tung, Elizabeth A. Archie, Susan C. Alberts

Summary: Adverse conditions in early life can negatively affect adult health and survival in humans and other animals. This study examines the mediating role of adult social behavior in the relationship between early adversity and adult survival. The results suggest that early adversity and adult sociality have independent effects on survival, and strong social bonds and high social status can mitigate the negative effects of early adversity. These findings highlight the importance of affiliative social behavior in natural selection and provide potential targets for intervention to improve human health and well-being.

SCIENCE ADVANCES (2023)

Editorial Material Ecology

How to diversify your department's seminar series

Christina A. A. Del Carpio, Ashlyn T. T. Ford, Eva S. Horna Lowell, Marissa E. E. Ochoa, Hayden P. P. Speck

Summary: Seminar series play a crucial role in academic culture. We propose strategies to enhance diversity of seminar speakers, aiming to provide more opportunities for members in the field of ecology and evolutionary biology research.

NATURE ECOLOGY & EVOLUTION (2023)

Article Behavioral Sciences

Social and early life determinants of survival from cradle to grave: A case study in wild baboons

Jenny Tung, Elizabeth C. Lange, Susan C. Alberts, Elizabeth A. Archie

Summary: Field studies of wild baboons in Kenya's Amboseli ecosystem over the past five decades have revealed profound associations between early life adversity, adult social conditions, and key aging outcomes, particularly survival. The study found that early adversity, social isolation, and glucocorticoids are independently linked to adult lifespans, suggesting potential for mitigating the negative consequences of early life adversity. Additionally, the study explores the evolutionary rationale for early life effects on mortality and highlights important themes and open questions for future research.

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2023)

Article Biochemistry & Molecular Biology

Applying an evolutionary mismatch framework to understand disease susceptibility

Amanda J. Lea, Andrew G. Clark, Andrew W. Dahl, Orrin Devinsky, Angela R. Garcia, Christopher D. Golden, Joseph Kamau, Thomas S. Kraft, Yvonne A. L. Lim, Dino J. Martins, Donald Mogoi, Paeivi Pajukanta, George H. Perry, Herman Pontzer, Benjamin C. Trumble, Samuel S. Urlacher, Vivek V. Venkataraman, Ian J. Wallace, Michael Gurven, Daniel E. Lieberman, Julien F. Ayroles

Summary: Noncommunicable diseases (NCDs) such as obesity, cardiovascular disease, and type 2 diabetes are increasing worldwide. The evolutionary mismatch hypothesis suggests that human evolution occurred in environments different from the one we live in today, leading to traits that were advantageous in the past becoming mismatched and disease-causing. By combining genomic tools with partnerships with subsistence-level groups undergoing rapid lifestyle changes, we can identify genetic loci associated with disease risk and gain insights into NCDs across diverse ancestries and cultures.

PLOS BIOLOGY (2023)

Article Genetics & Heredity

Characterizing the landscape of gene expression variance in humans

Scott S. Wolf, Diogo Melo, Kristina M. S. Garske, Luisa F. Pallares, Amanda J. S. Lea, Julien F. Ayroles

Summary: This study investigates gene expression variance and finds that it is consistent across different tissues and datasets. Low-variance genes are associated with fundamental cell processes and have lower genetic polymorphisms, while high-variance genes are enriched for immune response and environmentally responsive genes. These results suggest that gene expression variance is a functionally constrained gene trait with important implications for understanding complex traits and disease.

PLOS GENETICS (2023)

Article Multidisciplinary Sciences

Apolipoprotein-e4 is associated with higher fecundity in a natural fertility population

Benjamin C. C. Trumble, Mia Charifson, Tom Kraft, Angela R. R. Garcia, Daniel K. K. Cummings, Paul Hooper, Amanda J. J. Lea, Daniel Eid Rodriguez, Stephanie V. V. Koebele, Kenneth Buetow, Bret Beheim, Riana Minocher, Maguin Gutierrez, Gregory S. S. Thomas, Margaret Gatz, Jonathan Stieglitz, Caleb E. E. Finch, Hillard Kaplan, Michael Gurven

Summary: A study found that Tsimane women with the APOE-e4 gene have higher fertility, start reproducing at an earlier age, and have shorter interbirth intervals. This finding supports the need for researching how genes that are harmful in urban environments have been maintained throughout human evolutionary history in ancestrally relevant environments.

SCIENCE ADVANCES (2023)

Article Anthropology

Ecology and age, but not genetic ancestry, predict fetal loss in a wild baboon hybrid zone

Arielle S. Fogel, Peter O. Oduor, Albert W. Nyongesa, Charles N. Kimwele, Susan C. Alberts, Elizabeth A. Archie, Jenny Tung

Summary: The study quantified the risk of fetal loss in wild hybrid baboons and examined the factors that contribute to it. Contrary to the hypothesis, genetic ancestry did not predict fetal loss in hybrid females. Instead, ecological factors and female age were found to be the key determinants of fetal loss.

AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY (2023)

暂无数据