scholarly journals Replication Timing Networks: a novel class of gene regulatory networks

2017 ◽  
Author(s):  
Juan Carlos Rivera-Mulia ◽  
Sebo Kim ◽  
Haitham Gabr ◽  
Abhijit Chakraborty ◽  
Ferhat Ay ◽  
...  
Keyword(s):  
Cell Fate ◽  
Regulatory Networks ◽  
Embryonic Stem ◽  
Replication Timing ◽  
Cell Types ◽  
Bipartite Networks ◽  
Transcriptional Regulatory Networks ◽  
3D Genome ◽  
Regulatory Link ◽  
Indirect Relationship

AbstractDNA replication occurs in a defined temporal order known as the replication-timing (RT) program and is regulated during development, coordinated with 3D genome organization and transcriptional activity. However, transcription and RT are not sufficiently coordinated to predict each other, suggesting an indirect relationship. Here, we exploit genome-wide RT profiles from 15 human cell types and intermediate differentiation stages derived from human embryonic stem cells to construct different types of RT regulatory networks. First, we constructed networks based on the coordinated RT changes during cell fate commitment to create highly complex RT networks composed of thousands of interactions that form specific functional sub-network communities. We also constructed directional regulatory networks based on the order of RT changes within cell lineages and identified master regulators of differentiation pathways. Finally, we explored relationships between RT networks and transcriptional regulatory networks (TRNs), by combining them into more complex circuitries of composite and bipartite networks, revealing novel trans interactions between transcription factors and downstream RT changes that were validated with ChIP-seq data. Our findings suggest a regulatory link between the establishment of cell type specific TRNs and RT control during lineage specification.

Cell Types and Their Origins

2014 ◽  
Author(s):  
Günter P. Wagner
Keyword(s):  
Cell Fate ◽  
Motor Neurons ◽  
Regulatory Networks ◽  
Embryonic Stem ◽  
Muscle Cells ◽  
Cell Types ◽  
Developmental Genetics ◽  
Biological Organization ◽  
Developmental Evolution

This chapter examines the developmental evolution of cell types, the lowest level of biological organization for which questions of identity (that is, cell identity) play a major role. Higher organisms consist of functionally specialized cells ranging from muscle cells to liver cells. These cells have been classified according to their function and their phenotype into cell types, such as striped and smooth muscle cells, neurons and glial cells. The chapter discusses the developmental genetics of cell types and reviews examples showing that cell type identity is subscribed by gene regulatory networks, focusing on the role of transcription factors, embryonic stem cells, and mammalian motor neurons in cell fate determination. It also considers the evolutionary origin of cell types and presents case studies of cell typogenesis. It suggests that the evolution of cell types is a critical proving ground for any theory of character identity and homology.

scholarly journals From blastocyst to gastrula: gene regulatory networks of embryonic stem cells and early mouse embryogenesis

2014 ◽  
Vol 369 (1657) ◽  
pp. 20130542 ◽  
Author(s):  
David-Emlyn Parfitt ◽  
Michael M. Shen
Keyword(s):  
Stem Cells ◽  
Gene Networks ◽  
Regulatory Networks ◽  
Embryonic Stem ◽  
Cell Lineage ◽  
Network Models ◽  
Cell Types ◽  
Mammalian Development ◽  
A Genome

To date, many regulatory genes and signalling events coordinating mammalian development from blastocyst to gastrulation stages have been identified by mutational analyses and reverse-genetic approaches, typically on a gene-by-gene basis. More recent studies have applied bioinformatic approaches to generate regulatory network models of gene interactions on a genome-wide scale. Such models have provided insights into the gene networks regulating pluripotency in embryonic and epiblast stem cells, as well as cell-lineage determination in vivo . Here, we review how regulatory networks constructed for different stem cell types relate to corresponding networks in vivo and provide insights into understanding the molecular regulation of the blastocyst–gastrula transition.

scholarly journals Regulatory network characterization in development: challenges and opportunities

F1000Research ◽  
2018 ◽  
Vol 7 ◽  
pp. 1477
Author(s):  
Guangdun Peng ◽  
Jing-Dong J. Han
Keyword(s):  
Stem Cell ◽  
Cell Fate ◽  
Regulatory Networks ◽  
Stem Cell Differentiation ◽  
Cell Types ◽  
Mammalian Development ◽  
Distinct Cell ◽  
Challenges And Opportunities ◽  
Cell Processes ◽  
Early Mammalian Development

Embryonic development and stem cell differentiation, during which coordinated cell fate specification takes place in a spatial and temporal context, serve as a paradigm for studying the orderly assembly of gene regulatory networks (GRNs) and the fundamental mechanism of GRNs in driving lineage determination. However, knowledge of reliable GRN annotation for dynamic development regulation, particularly for unveiling the complex temporal and spatial architecture of tissue stem cells, remains inadequate. With the advent of single-cell RNA sequencing technology, elucidating GRNs in development and stem cell processes poses both new challenges and unprecedented opportunities. This review takes a snapshot of some of this work and its implication in the regulative nature of early mammalian development and specification of the distinct cell types during embryogenesis.

scholarly journals Pluripotency and Epigenetic Factors in Mouse Embryonic Stem Cell Fate Regulation

2015 ◽  
Vol 35 (16) ◽  
pp. 2716-2728 ◽  
Author(s):  
Lluis Morey ◽  
Alexandra Santanach ◽  
Luciano Di Croce
Keyword(s):  
Cell Fate ◽  
Cancer Progression ◽  
Molecular Mechanisms ◽  
Embryonic Stem ◽  
Mouse Embryonic Stem Cell ◽  
Basic Research ◽  
Cell Types ◽  
Pluripotency Factors ◽  
Perfect System

Embryonic stem cells (ESCs) are characterized by their ability to self-renew and to differentiate into all cell types of a given organism. Understanding the molecular mechanisms that govern the ESC state is of great interest not only for basic research—for instance, ESCs represent a perfect system to study cellular differentiationin vitro—but also for their potential implications in human health, as these mechanisms are likewise involved in cancer progression and could be exploited in regenerative medicine. In this minireview, we focus on the latest insights into the molecular mechanisms mediated by the pluripotency factors as well as their roles during differentiation. We also discuss recent advances in understanding the function of the epigenetic regulators, Polycomb and MLL complexes, in ESC biology.

scholarly journals Stochastic antagonism between two proteins governs a bacterial cell fate switch

Science ◽  
2019 ◽  
Vol 366 (6461) ◽  
pp. 116-120 ◽  
Author(s):  
Nathan D. Lord ◽  
Thomas M. Norman ◽  
Ruoshi Yuan ◽  
Somenath Bakshi ◽  
Richard Losick ◽  
...  
Keyword(s):  
Cell Fate ◽  
Regulatory Networks ◽  
Cell Types ◽  
Feedback Loops ◽  
Cell Fate Determination ◽  
Cell Fate Decision ◽  
A Cell ◽  
Fate Decision ◽  
Antagonistic Interactions

Cell fate decision circuits must be variable enough for genetically identical cells to adopt a multitude of fates, yet ensure that these states are distinct, stably maintained, and coordinated with neighboring cells. A long-standing view is that this is achieved by regulatory networks involving self-stabilizing feedback loops that convert small differences into long-lived cell types. We combined regulatory mutants and in vivo reconstitution with theory for stochastic processes to show that the marquee features of a cell fate switch in Bacillus subtilis—discrete states, multigenerational inheritance, and timing of commitments—can instead be explained by simple stochastic competition between two constitutively produced proteins that form an inactive complex. Such antagonistic interactions are commonplace in cells and could provide powerful mechanisms for cell fate determination more broadly.

scholarly journals Retroviral Transcriptional Regulation and Embryonic Stem Cells: War and Peace

2014 ◽  
Vol 35 (5) ◽  
pp. 770-777 ◽  
Author(s):  
Sharon Schlesinger ◽  
Stephen P. Goff
Keyword(s):  
Dna Sequences ◽  
Regulatory Networks ◽  
Es Cells ◽  
Expression Patterns ◽  
Embryonic Stem ◽  
Cell Types ◽  
Endogenous Retroviruses ◽  
Regulatory Sequences ◽  
Cellular Genes ◽  
Wide Range

Retroviruses have evolved complex transcriptional enhancers and promoters that allow their replication in a wide range of tissue and cell types. Embryonic stem (ES) cells, however, characteristically suppress transcription of proviruses formed after infection by exogenous retroviruses and also of most members of the vast array of endogenous retroviruses in the genome. These cells have unusual profiles of transcribed genes and are poised to make rapid changes in those profiles upon induction of differentiation. Many of the transcription factors in ES cells control both host and retroviral genes coordinately, such that retroviral expression patterns can serve as markers of ES cell pluripotency. This overlap is not coincidental; retrovirus-derived regulatory sequences are often used to control cellular genes important for pluripotency. These sequences specify the temporal control and perhaps “noisy” control of cellular genes that direct proper cell gene expression in primitive cells and their differentiating progeny. The evidence suggests that the viral elements have been domesticated for host needs, reflecting the wide-ranging exploitation of any and all available DNA sequences in assembling regulatory networks.

scholarly journals Genome-wide stability of the DNA replication program in single mammalian cells

2017 ◽  
Author(s):  
Saori Takahashi ◽  
Hisashi Miura ◽  
Takahiro Shibata ◽  
Koji Nagao ◽  
Katsuzumi Okumura ◽  
...  
Keyword(s):  
Dna Replication ◽  
Mammalian Cells ◽  
Developmental Plasticity ◽  
Embryonic Stem ◽  
Replication Timing ◽  
Small Degree ◽  
3D Genome ◽  
Inactive X Chromosome ◽  
Genome Wide ◽  
Individual Mouse

ABSTRACTHere, we report the establishment of a single-cell DNA replication sequencing method, scRepli-seq, which is a simple genome-wide methodology that measures copy number differences between replicated and unreplicated DNA. Using scRepli-seq, we demonstrate that replication domain organization is conserved among individual mouse embryonic stem cells (mESCs). Differentiated mESCs exhibited distinct replication profiles, which were conserved from cell to cell. Haplotype-resolved scRepli-seq revealed similar replication timing profiles of homologous autosomes, while the inactive X chromosome was clearly replicated later than its active counterpart. However, a small degree of cell-to-cell replication timing heterogeneity was present, and we discovered that developmentally regulated domains are a source of such variability, suggesting a link between cell-to-cell heterogeneity and developmental plasticity. Together, our results form a foundation for single-cell-level understanding of DNA replication regulation and provide insights into 3D genome organization.

scholarly journals Replication timing maintains the global epigenetic state in human cells

2019 ◽  
Author(s):  
Kyle N. Klein ◽  
Peiyao A. Zhao ◽  
Xiaowen Lyu ◽  
Daniel A. Bartlett ◽  
Amar Singh ◽  
...  
Keyword(s):  
Embryonic Stem ◽  
Cancer Cell Line ◽  
Replication Timing ◽  
Cell Types ◽  
Control Factor ◽  
Epigenetic State ◽  
Genome Wide ◽  
A Genome ◽  
A Cell ◽  
Early Replication

AbstractDNA is replicated in a defined temporal order termed the replication timing (RT) program. RT is spatially segregated in the nucleus with early/late replication corresponding to Hi-C A/B chromatin compartments, respectively. Early replication is also associated with active histone modifications and transcriptional permissiveness. However, the mechanistic interplay between RT, chromatin state, and genome compartmentalization is largely unknown. Here we report that RT is central to epigenome maintenance and compartmentalization in both human embryonic stem cells (hESCs) and cancer cell line HCT116. Knockout (KO) of the conserved RT control factor RIF1, rather than causing discrete RT switches as previously suspected, lead to dramatically increased cell to cell heterogeneity of RT genome wide, despite RIF1’s enrichment in late replicating chromatin. RIF1 KO hESCs have a nearly random RT program, unlike all prior RIF1 KO cells, including HCT116, which show localized alterations. Regions that retain RT, which are prevalent in HCT116 but rare in hESCs, consist of large H3K9me3 domains revealing two independent mechanisms of RT regulation that are used to different extents in different cell types. RIF1 KO results in a striking genome wide downregulation of H3K27ac peaks and enrichment of H3K9me3 at large domains that remain late replicating, while H3K27me3 and H3K4me3 are re-distributed genome wide in a cell type specific manner. These histone modification changes coincided with global reorganization of genome compartments, transcription changes and a genome wide strengthening of TAD structures. Inducible degradation of RIF1 revealed that disruption of RT is upstream of genome compartmentalization changes. Our findings demonstrate that disruption of RT leads to widespread epigenetic mis-regulation, supporting previously speculative models in which the timing of chromatin assembly at the replication fork plays a key role in maintaining the global epigenetic state, which in turn drives genome architecture.

scholarly journals Consistent apparent Young’s modulus of human embryonic stem cells and derived cell types stabilized by substrate stiffness regulation promotes lineage specificity maintenance

2020 ◽  
Vol 9 (1) ◽  
Author(s):  
Anqi Guo ◽  
Bingjie Wang ◽  
Cheng Lyu ◽  
Wenjing Li ◽  
Yaozu Wu ◽  
...  
Keyword(s):  
Stem Cell ◽  
Cell Fate ◽  
Cell Expansion ◽  
Embryonic Stem ◽  
Cell Types ◽  
Substrate Stiffness ◽  
Cell Stage ◽  
Cytoskeletal Organization ◽  
Lineage Specificity

Abstract Background Apparent Young’s modulus (AYM), which reflects the fundamental mechanical property of live cells measured by atomic force microscopy and is determined by substrate stiffness regulated cytoskeletal organization, has been investigated as potential indicators of cell fate in specific cell types. However, applying biophysical cues, such as modulating the substrate stiffness, to regulate AYM and thereby reflect and/or control stem cell lineage specificity for downstream applications, remains a primary challenge during in vitro stem cell expansion. Moreover, substrate stiffness could modulate cell heterogeneity in the single-cell stage and contribute to cell fate regulation, yet the indicative link between AYM and cell fate determination during in vitro dynamic cell expansion (from single-cell stage to multi-cell stage) has not been established. Results Here, we show that the AYM of cells changed dynamically during passaging and proliferation on substrates with different stiffness. Moreover, the same change in substrate stiffness caused different patterns of AYM change in epithelial and mesenchymal cell types. Embryonic stem cells and their derived progenitor cells exhibited distinguishing AYM changes in response to different substrate stiffness that had significant effects on their maintenance of pluripotency and/or lineage-specific characteristics. On substrates that were too rigid or too soft, fluctuations in AYM occurred during cell passaging and proliferation that led to a loss in lineage specificity. On a substrate with ‘optimal’ stiffness (i.e., 3.5 kPa), the AYM was maintained at a constant level that was consistent with the parental cells during passaging and proliferation and led to preservation of lineage specificity. The effects of substrate stiffness on AYM and downstream cell fate were correlated with intracellular cytoskeletal organization and nuclear/cytoplasmic localization of YAP. Conclusions In summary, this study suggests that optimal substrate stiffness regulated consistent AYM during passaging and proliferation reflects and contributes to hESCs and their derived progenitor cells lineage specificity maintenance, through the underlying mechanistic pathways of stiffness-induced cytoskeletal organization and the downstream YAP signaling. These findings highlighted the potential of AYM as an indicator to select suitable substrate stiffness for stem cell specificity maintenance during in vitro expansion for regenerative applications.

scholarly journals Dlk1-Dio3 locus-derived lncRNAs perpetuate postmitotic motor neuron cell fate and subtype identity

eLife ◽  
2018 ◽  
Vol 7 ◽  
Author(s):  
Ya-Ping Yen ◽  
Wen-Fu Hsieh ◽  
Ya-Yin Tsai ◽  
Ya-Lin Lu ◽  
Ee Shan Liau ◽  
...  
Keyword(s):  
Stem Cell ◽  
Cell Fate ◽  
Motor Neurons ◽  
Neural Development ◽  
Hox Genes ◽  
Critical Role ◽  
Embryonic Stem ◽  
Cell Types ◽  
Aberrant Expression ◽  
Spinal Cord Development

The mammalian imprinted Dlk1-Dio3 locus produces multiple long non-coding RNAs (lncRNAs) from the maternally inherited allele, including Meg3 (i.e., Gtl2) in the mammalian genome. Although this locus has well-characterized functions in stem cell and tumor contexts, its role during neural development is unknown. By profiling cell types at each stage of embryonic stem cell-derived motor neurons (ESC~MNs) that recapitulate spinal cord development, we uncovered that lncRNAs expressed from the Dlk1-Dio3 locus are predominantly and gradually enriched in rostral motor neurons (MNs). Mechanistically, Meg3 and other Dlk1-Dio3 locus-derived lncRNAs facilitate Ezh2/Jarid2 interactions. Loss of these lncRNAs compromises the H3K27me3 landscape, leading to aberrant expression of progenitor and caudal Hox genes in postmitotic MNs. Our data thus illustrate that these lncRNAs in the Dlk1-Dio3 locus, particularly Meg3, play a critical role in maintaining postmitotic MN cell fate by repressing progenitor genes and they shape MN subtype identity by regulating Hox genes.

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