1
|
Duncan GE, Avery A, Maamar MB, Nilsson EE, Beck D, Skinner MK. Epigenome-wide association study of systemic effects of obesity susceptibility in human twins. Epigenetics 2023; 18:2268834. [PMID: 37871278 PMCID: PMC10595392 DOI: 10.1080/15592294.2023.2268834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 10/01/2023] [Indexed: 10/25/2023] Open
Abstract
The current study was designed to use an epigenome-wide association approach (EWAS) to identify potential systemic DNA methylation alterations that are associated with obesity using 22 discordant twin pairs. Buccal cells (from a cheek swab) were used as a non-obesity relevant purified marker cell for the epigenetic analysis. Analysis of differential DNA methylation regions (DMRs) was used to identify epigenetic associations with metabolic and dietary measures related to obesity with discordant twins. An edgeR analysis provided a DMR signature with p < 1e-04, but statistical significance was reduced due to low sample size and known multiple origins of obesity. A weighted gene coexpression network analysis (WGCNA) was performed and identified modules (p < 0.005) of epigenetic sites that correlated with different metabolic and dietary measures. The DMR and WGCNA epigenetic sites were near genes (e.g., CIDEC, SPP1, ZFPG9, and POMC) with previously identified obesity associated pathways (e.g., metabolism, cholesterol, and fat digestion). Observations demonstrate the feasibility of identifying systemic epigenetic biomarkers for obesity, which can be further investigated for clinical relevance in future research with larger sample sizes. The availability of a systemic epigenetic biomarker for obesity susceptibility may facilitate preventative medicine and clinical management of the disease early in life.
Collapse
Affiliation(s)
- Glen E. Duncan
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Ally Avery
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Millissia Ben Maamar
- Center for Reproductive Biology, School of Biological Sciences, Washington State University, Pullman, WA, USA
| | - Eric E. Nilsson
- Center for Reproductive Biology, School of Biological Sciences, Washington State University, Pullman, WA, USA
| | - Daniel Beck
- Center for Reproductive Biology, School of Biological Sciences, Washington State University, Pullman, WA, USA
| | - Michael K. Skinner
- Center for Reproductive Biology, School of Biological Sciences, Washington State University, Pullman, WA, USA
| |
Collapse
|
2
|
Lara-Astiaso D, Goñi-Salaverri A, Mendieta-Esteban J, Narayan N, Del Valle C, Gross T, Giotopoulos G, Beinortas T, Navarro-Alonso M, Aguado-Alvaro LP, Zazpe J, Marchese F, Torrea N, Calvo IA, Lopez CK, Alignani D, Lopez A, Saez B, Taylor-King JP, Prosper F, Fortelny N, Huntly BJP. In vivo screening characterizes chromatin factor functions during normal and malignant hematopoiesis. Nat Genet 2023; 55:1542-1554. [PMID: 37580596 PMCID: PMC10484791 DOI: 10.1038/s41588-023-01471-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 07/11/2023] [Indexed: 08/16/2023]
Abstract
Cellular differentiation requires extensive alterations in chromatin structure and function, which is elicited by the coordinated action of chromatin and transcription factors. By contrast with transcription factors, the roles of chromatin factors in differentiation have not been systematically characterized. Here, we combine bulk ex vivo and single-cell in vivo CRISPR screens to characterize the role of chromatin factor families in hematopoiesis. We uncover marked lineage specificities for 142 chromatin factors, revealing functional diversity among related chromatin factors (i.e. barrier-to-autointegration factor subcomplexes) as well as shared roles for unrelated repressive complexes that restrain excessive myeloid differentiation. Using epigenetic profiling, we identify functional interactions between lineage-determining transcription factors and several chromatin factors that explain their lineage dependencies. Studying chromatin factor functions in leukemia, we show that leukemia cells engage homeostatic chromatin factor functions to block differentiation, generating specific chromatin factor-transcription factor interactions that might be therapeutically targeted. Together, our work elucidates the lineage-determining properties of chromatin factors across normal and malignant hematopoiesis.
Collapse
Affiliation(s)
- David Lara-Astiaso
- Department of Haematology, University of Cambridge, Cambridge, UK.
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK.
| | | | | | - Nisha Narayan
- Department of Haematology, University of Cambridge, Cambridge, UK
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK
| | - Cynthia Del Valle
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | | | - George Giotopoulos
- Department of Haematology, University of Cambridge, Cambridge, UK
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK
| | - Tumas Beinortas
- Department of Haematology, University of Cambridge, Cambridge, UK
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK
| | - Mar Navarro-Alonso
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | | | - Jon Zazpe
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Francesco Marchese
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Natalia Torrea
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Isabel A Calvo
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Cecile K Lopez
- Department of Haematology, University of Cambridge, Cambridge, UK
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK
| | - Diego Alignani
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Aitziber Lopez
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Borja Saez
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | | | - Felipe Prosper
- Centre for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Nikolaus Fortelny
- Department of Biosciences & Medical Biology, University of Salzburg, Salzburg, Austria.
| | - Brian J P Huntly
- Department of Haematology, University of Cambridge, Cambridge, UK.
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK.
| |
Collapse
|
3
|
Singh A, Rappolee DA, Ruden DM. Epigenetic Reprogramming in Mice and Humans: From Fertilization to Primordial Germ Cell Development. Cells 2023; 12:1874. [PMID: 37508536 PMCID: PMC10377882 DOI: 10.3390/cells12141874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 07/30/2023] Open
Abstract
In this review, advances in the understanding of epigenetic reprogramming from fertilization to the development of primordial germline cells in a mouse and human embryo are discussed. To gain insights into the molecular underpinnings of various diseases, it is essential to comprehend the intricate interplay between genetic, epigenetic, and environmental factors during cellular reprogramming and embryonic differentiation. An increasing range of diseases, including cancer and developmental disorders, have been linked to alterations in DNA methylation and histone modifications. Global epigenetic reprogramming occurs in mammals at two stages: post-fertilization and during the development of primordial germ cells (PGC). Epigenetic reprogramming after fertilization involves rapid demethylation of the paternal genome mediated through active and passive DNA demethylation, and gradual demethylation in the maternal genome through passive DNA demethylation. The de novo DNA methyltransferase enzymes, Dnmt3a and Dnmt3b, restore DNA methylation beginning from the blastocyst stage until the formation of the gastrula, and DNA maintenance methyltransferase, Dnmt1, maintains methylation in the somatic cells. The PGC undergo a second round of global demethylation after allocation during the formative pluripotent stage before gastrulation, where the imprints and the methylation marks on the transposable elements known as retrotransposons, including long interspersed nuclear elements (LINE-1) and intracisternal A-particle (IAP) elements are demethylated as well. Finally, DNA methylation is restored in the PGC at the implantation stage including sex-specific imprints corresponding to the sex of the embryo. This review introduces a novel perspective by uncovering how toxicants and stress stimuli impact the critical period of allocation during formative pluripotency, potentially influencing both the quantity and quality of PGCs. Furthermore, the comprehensive comparison of epigenetic events between mice and humans breaks new ground, empowering researchers to make informed decisions regarding the suitability of mouse models for their experiments.
Collapse
Affiliation(s)
- Aditi Singh
- CS Mott Center, Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI 48202, USA; (A.S.); (D.A.R.)
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI 48202, USA
| | - Daniel A. Rappolee
- CS Mott Center, Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI 48202, USA; (A.S.); (D.A.R.)
- Reproductive Stress Measurement, Mechanisms and Management, Corp., 135 Lake Shore Rd., Grosse Pointe Farms, MI 48236, USA
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48202, USA
- Department of Physiology, Wayne State University, Detroit, MI 48202, USA
| | - Douglas M. Ruden
- CS Mott Center, Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI 48202, USA; (A.S.); (D.A.R.)
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI 48202, USA
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48202, USA
| |
Collapse
|