From single-cell genetic architecture to cell population dynamics: quantitatively decomposing the effects of different population heterogeneity sources for a genetic network with positive feedback architecture

Phenotypic cell-to-cell variability or cell population heterogeneity originates from two fundamentally different sources: unequal partitioning of cellular material at cell division and stochastic fluctuations associated with intracellular reactions. We developed a mathematical and computational framework that can quantitatively isolate both heterogeneity sources and applied it to a genetic network with positive feedback architecture. The framework consists of three vastly different mathematical formulations: a), a continuum model, which completely neglects population heterogeneity; b), a deterministic cell population balance model, which accounts for population heterogeneity originating only from unequal partitioning at cell division; and c), a fully stochastic model accommodating both sources of population heterogeneity. The framework enables the quantitative decomposition of the effects of the different population heterogeneity sources on system behavior. Our results indicate the importance of cell population heterogeneity in accurately predicting even average population properties. Moreover, we find that unequal partitioning at cell division and sharp division rates shrink the region of the parameter space where the population exhibits bistable behavior, a characteristic feature of networks with positive feedback architecture. In addition, intrinsic noise at the single-cell level due to slow operator fluctuations and small numbers of molecules further contributes toward the shrinkage of the bistability regime at the cell population level. Finally, the effect of intrinsic noise at the cell population level was found to be markedly different than at the single-cell level, emphasizing the importance of simulating entire cell populations and not just individual cells to understand the complex interplay between single-cell genetic architecture and behavior at the cell population level.     

Diverse Epigenetic Profile of Novel Human Embryonic Stem Cell Lines

Human embryonic stem cells (hESCs) are a promising model for studying mechanisms ofregulation of early development and differentiation. OCT4, NANOG, OCT4-related genes andsome others were recently described to be important in pluripotency maintenance. Lesser isknown about molecular mechanisms involved in their regulation. Apart from genetic regulationof gene expression epigenetic events, particularly methylation, play an important role in earlydevelopment. Using RT-PCR we studied the expression of pluripotency-related genes OCT4,NANOG, DPPA3, and DPPA5 during hESCs differentiation to embryoid bodies. Analysis ofmethylation profiles of promoter or putative regulatory regions of the indicated genesdemonstrated that expression of the pluripotency-maintaining genes correlated with theirmethylation status, whereas methylation of DPPA3 and DPPA5 varied between cell lines. Wepropose that DNA methylation underlies the developmental stage-specific mechanisms ofpluripotency-related genes expression and reactivation and may have an impact ondifferentiation potential of hESC lines.     

A Scalable Approach to Prevent Teratoma Formation of Human Embryonic Stem Cells

As the renewable source of all cell types in the body, human embryonic stem cells (hESCs) hold great promise for human cell therapy. However, one major bottleneck that hinders the clinic application of hESCs is that hESCs remaining with their differentiated derivatives pose cancer risk by forming teratomas after transplantation. NANOG is a critical pluripotency factor specifically expressed in hESCs but rarely in their differentiated derivatives. By introducing a hyperactive variant of herpes simplex virus thymidine kinase gene into the 3′-untranslated region of the endogenous NANOG gene of hESCs through homologous recombination, we developed a safe and highly scalable approach to efficiently eliminate the teratoma risk associated with hESCs without apparent negative impact on their differentiated cell types. As thymidine kinase is widely used in human gene therapy trials and is the therapeutic target of U. S. Food and Drug Administration-approved drugs, our strategy could be effectively applied to the clinic development of hESC-based human cell therapy.     

Dynamic ABCG2 expression in human embryonic stem cells provides the basis for stress response

ABCG2 is a plasma membrane multidrug transporter with an established role in the cancer drug-resistance phenotype. This protein is expressed in a variety of tissues, including several types of stem cell. Although ABCG2 is not essential for life, knock-out mice were found to be hypersensitive to xenobiotics and had reduced levels of the side population of hematopoietic stem cells. Previously we have shown that ABCG2 is present in human embryonic stem cell (hESC) lines, with a heterogeneous expression pattern. In this study we examined this heterogeneity, and investigated whether it is related to stress responses in hESCs. We did not find any difference between expression of pluripotency markers in ABCG2-positive and negative hESCs; however, ABCG2-expressing cells had a higher growth rate after cell separation. We found that some harmful conditions (physical stress, drugs, and UV light exposure) are tolerated much better in the presence of ABCG2 protein. This property can be explained by the transporter function which eliminates potential toxic metabolites accumulated during stress conditions. In contrast, mild oxidative stress in hESCs caused rapid internalization of ABCG2, indicating that some environmental factors may induce removal of this transporter from the plasma membrane. On the basis of these results we suggest that a dynamic balance of ABCG2 expression at the population level has the advantage of enabling prompt response to changes in the cellular environment. Such actively maintained heterogeneity might be of evolutionary benefit in protecting special cell types, including pluripotent stem cells.     

Single cell heterogeneity in human pluripotent stem cells

Human pluripotent stem cells (hPSCs) include human embryonic stem cells (hESCs) derived from blastocysts and human induced pluripotent stem cells (hiPSCs) generated from somatic cell reprogramming. Due to their self-renewal ability and pluripotent differentiation potential, hPSCs serve as an excellent experimental platform for human development, disease modeling, drug screening, and cell therapy. Traditionally, hPSCs were considered to form a homogenous population. However, recent advances in single cell technologies revealed a high degree of variability between individual cells within a hPSC population. Different types of heterogeneity can arise by genetic and epigenetic abnormalities associated with long-term in vitro culture and somatic cell reprogramming. These variations initially appear in a rare population of cells. However, some cancer-related variations can confer growth advantages to the affected cells and alter cellular phenotypes, which raises significant concerns in hPSC applications. In contrast, other types of heterogeneity are related to intrinsic features of hPSCs such as asynchronous cell cycle and spatial asymmetry in cell adhesion. A growing body of evidence suggests that hPSCs exploit the intrinsic heterogeneity to produce multiple lineages during differentiation. This idea offers a new concept of pluripotency with single cell heterogeneity as an integral element. Collectively, single cell heterogeneity is Janus-faced in hPSC function and application. Harmful heterogeneity has to be minimized by improving culture conditions and screening methods. However, other heterogeneity that is integral for pluripotency can be utilized to control hPSC proliferation and differentiation.     

NANOG在哺乳动物早期胚胎发育与干细胞中的功能研究进展

哺乳动物的早期胚胎发育和干细胞多能性由转录因子构成的基因网络所调控。2003年,在胚胎干细胞中发现的重要转录因子NANOG位于基因网络调控中心,对胚胎第二次命运决定和基态多能性的建立至关重要。该文将在NANOG生物学特征的基础上,重点讨论其在早期胚胎发育、胚胎干细胞与诱导性多能干细胞中的功能。     

Functional and Molecular Characterization of the Role of CTCF in Human Embryonic Stem Cell Biology

The CCCTC-binding factor CTCF is the only known vertebrate insulator protein and has been shown to regulate important developmental processes such as imprinting, X-chromosome inactivation and genomic architecture. In this study, we examined the role of CTCF in human embryonic stem cell (hESC) biology. We demonstrate that CTCF associates with several important pluripotency genes, including NANOG, SOX2, cMYC and LIN28 and is critical for hESC proliferation. CTCF depletion impacts expression of pluripotency genes and accelerates loss of pluripotency upon BMP4 induced differentiation, but does not result in spontaneous differentiation. We find that CTCF associates with the distal ends and internal sites of the co-regulated 160 kb NANOG-DPPA3-GDF3 locus. Each of these sites can function as a CTCF-dependent enhancer-blocking insulator in heterologous assays. In hESCs, CTCF exists in multisubunit protein complexes and can be poly(ADP)ribosylated. Known CTCF cofactors, such as Cohesin, differentially co-localize in the vicinity of specific CTCF binding sites within the NANOG locus. Importantly, the association of some cofactors and protein PARlation selectively changes upon differentiation although CTCF binding remains constant. Understanding how unique cofactors may impart specialized functions to CTCF at specific genomic locations will further illuminate its role in stem cell biology.     

Comparative Proteomic Analysis of Supportive and Unsupportive Extracellular Matrix Substrates for Human Embryonic Stem Cell Maintenance

Human embryonic stem cells (hESCs) are pluripotent cells that have indefinite replicative potential and the ability to differentiate into derivatives of all three germ layers. hESCs are conventionally grown on mitotically inactivated mouse embryonic fibroblasts (MEFs) or feeder cells of human origin. In addition, feeder-free culture systems can be used to support hESCs, in which the adhesive substrate plays a key role in the regulation of stem cell self-renewal or differentiation. Extracellular matrix (ECM) components define the microenvironment of the niche for many types of stem cells, but their role in the maintenance of hESCs remains poorly understood. We used a proteomic approach to characterize in detail the composition and interaction networks of ECMs that support the growth of self-renewing hESCs. Whereas many ECM components were produced by supportive and unsupportive MEF and human placental stromal fibroblast feeder cells, some proteins were only expressed in supportive ECM, suggestive of a role in the maintenance of pluripotency. We show that identified candidate molecules can support attachment and self-renewal of hESCs alone (fibrillin-1) or in combination with fibronectin (perlecan, fibulin-2), in the absence of feeder cells. Together, these data highlight the importance of specific ECM interactions in the regulation of hESC phenotype and provide a resource for future studies of hESC self-renewal.     

FGF2 secreting human fibroblast feeder cells: a novel culture system for human embryonic stem cells

Human embryonic stem cell (hESC) lines are traditionally derived and maintained on mouse embryonic fibroblasts (MEF) which are xenogeneic and enter senescence rapidly. In view of the clinical implications of hESCs, the use of human fibroblast as feeders has been suggested as a plausible alternative. However, use of fibroblast cells from varying sources leads to culture variations along with the need to add FGF2 in cultures to sustain ES cell pluripotency. In this study we report the derivation of FGF2 expressing germ layer derived fibroblast cells (GLDF) from hESC lines. These feeders could support the pluripotency, karyotypes and proliferation of hESCs with or without FGF2 in prolonged cultures as efficiently as that on MEF. GLDF cells were derived from embryoid bodies and characterized for expression of fibroblast markers by RT-PCR, Immunofluorescence and by flow cytometry for CD marker expression. The expression and secretion of FGF2 was confirmed by RT-PCR, Western blot, and ELISA. The hESC lines cultured on MEF and GLDF were analyzed for various stemness markers. These feeder cells with fibroblast cells like properties maintained the properties of hESCs in prolonged culture over 30 passages. Proliferation and pluripotency of hESCs on GLDF was comparable to that on mouse feeders. Further we discovered that these GLDF cells could secrete FGF2 and maintained pluripotency of hESC cultures even in the absence of supplemental FGF2. To our knowledge, this is the first study reporting a novel hESC culture system which does not warrant FGF2 supplementation, thereby reducing the cost of hESC cultures.     

The self-renewing mechanism of stem cells in the germline

Germline stem cells (GSCs) are a self-renewing population of germ cells that serve as the source of gametes in diverse organisms. Current research suggests that the self-renewing division of GSCs is controlled both by somatic signaling and by intracellular mechanisms such as differential gene expression, asymmetric cytoskeletal organization, and the cell cycle machinery. These findings provide a framework for the further study of GSCs and stem cell renewal in general.     

Nodal inhibits differentiation of human embryonic stem cells along the neuroectodermal default pathway

Genetic studies in fish, amphibia, and mice have shown that deficiency of Nodal signaling blocks differentiation into mesoderm and endoderm. Thus, Nodal is considered as a major inducer of mesendoderm during gastrulation. On this basis, Nodal is a candidate for controlling differentiation of pluripotent human embryonic stem cells (hESCs) into tissue lineages with potential clinical value. We have investigated the effect of Nodal, both as a recombinant protein and as a constitutively expressed transgene, on differentiation of hESCs. When control hESCs were grown in chemically defined medium, their expression of markers of pluripotency progressively decreased, while expression of neuroectoderm markers was strongly upregulated, thus revealing a neuroectodermal default mechanism for differentiation in this system. hESCs cultured in recombinant Nodal, by contrast, showed prolonged expression of pluripotency marker genes and reduced induction of neuroectoderm markers. These Nodal effects were accentuated in hESCs expressing a Nodal transgene, with striking morphogenetic consequences. Nodal-expressing hESCs developing as embryoid bodies contained an outer layer of visceral endoderm-like cells surrounding an inner layer of epiblast-like cells, each layer having distinct gene expression patterns. Markers of neuroectoderm were not upregulated during development of Nodal-expressing embryoid bodies, nor was there induction of markers for definitive mesoderm or endoderm differentiation. Moreover, the inner layer expressed markers of pluripotency, characteristic of undifferentiated hESCs and of epiblast in mouse embryos. These results could be accounted for by an inhibitory effect of Nodal-induced visceral endoderm on pluripotent cell differentiation into mesoderm and endoderm, with a concomitant inhibition of neuroectoderm differentiation by Nodal itself. There could also be a direct effect of Nodal in the maintenance of pluripotency. In summary, analysis of the Nodal-expressing phenotype suggests a function for the transforming growth factor-beta (TGF-beta) growth factor superfamily in pluripotency and in early cell fate decisions leading to primary tissue layers during in vitro development of pluripotent human stem cells. The effects of Nodal on early differentiation illustrate how hESCs can augment mouse embryos as a model for analyzing mechanisms of early mammalian development.