Meta-analysis of differentiating mouse embryonic stem cell gene expression kinetics reveals early change of a small gene set.
Stem cell differentiation involves critical changes in gene expression. Identification of these should provide endpoints useful for optimizing stem cell propagation as well as potential clues about mechanisms governing stem cell maintenance. Here we describe the results of a new meta-analysis methodology applied to multiple gene expression datasets from three mouse embryonic stem cell (ESC) lines obtained at specific time points during the course of their differentiation into various lineages. We developed methods to identify genes with expression changes that correlated with the altered frequency of functionally defined,undifferentiated ESC in culture. In each dataset,we computed a novel statistical confidence measure for every gene which captured the certainty that a particular gene exhibited an expression pattern of interest within that dataset. This permitted a joint analysis of the datasets,despite the different experimental designs. Using a ranking scheme that favored genes exhibiting patterns of interest,we focused on the top 88 genes whose expression was consistently changed when ESC were induced to differentiate. Seven of these (103728at,8430410A17Rik,Klf2,Nr0b1,Sox2,Tcl1,and Zfp42) showed a rapid decrease in expression concurrent with a decrease in frequency of undifferentiated cells and remained predictive when evaluated in additional maintenance and differentiating protocols. Through a novel meta-analysis,this study identifies a small set of genes whose expression is useful for identifying changes in stem cell frequencies in cultures of mouse ESC. The methods and findings have broader applicability to understanding the regulation of self-renewal of other stem cell types.
View Publication
Kriz V et al. (NOV 2006)
The Journal of biological chemistry 281 45 34484--91
The SHB adapter protein is required for normal maturation of mesoderm during in vitro differentiation of embryonic stem cells.
Definitive mesoderm arises from a bipotent mesendodermal population,and to study processes controlling its development at this stage,embryonic stem (ES) cells can be employed. SHB (Src homology 2 protein in beta-cells) is an adapter protein previously found to be involved in ES cell differentiation to mesoderm. To further study the role of SHB in this context,we have established ES cell lines deficient for one (SHB+/-) or both SHB alleles (SHB-/-). Differentiating embryoid bodies (EBs) derived from these ES cell lines were used for gene expression analysis. Alternatively,EBs were stained for the blood vessel marker CD31. For hematopoietic differentiation,EBs were differentiated in methylcellulose. SHB-/- EBs exhibited delayed down-regulation of the early mesodermal marker Brachyury. Later mesodermal markers relatively specific for the hematopoietic,vascular,and cardiac lineages were expressed at lower levels on day 6 or 8 of differentiation in EBs lacking SHB. The expression of vascular endothelial growth factor receptor-2 and fibroblast growth factor receptor-1 was also reduced in SHB-/- EBs. SHB-/- EBs demonstrated impaired blood vessel formation after vascular endothelial growth factor stimulation. In addition,the SHB-/- ES cells formed fewer blood cell colonies than SHB+/+ ES cells. It is concluded that SHB is required for appropriate hematopoietic and vascular differentiation and that delayed down-regulation of Brachyury expression may play a role in this context.
View Publication
T. E. Ludwig et al. (aug 2006)
Nature methods 3 8 637--46
Feeder-independent culture of human embryonic stem cells.
Feeder-independent culture of human embryonic stem cells.
View Publication
Vodyanik MA et al. (SEP 2006)
Blood 108 6 2095--105
Leukosialin (CD43) defines hematopoietic progenitors in human embryonic stem cell differentiation cultures.
During hematopoietic differentiation of human embryonic stem cells (hESCs),early hematopoietic progenitors arise along with endothelial cells within the CD34(+) population. Although hESC-derived hematopoietic progenitors have been previously identified by functional assays,their phenotype has not been defined. Here,using hESC differentiation in coculture with OP9 stromal cells,we demonstrate that early progenitors committed to hematopoietic development could be identified by surface expression of leukosialin (CD43). CD43 was detected on all types of emerging clonogenic progenitors before expression of CD45,persisted on differentiating hematopoietic cells,and reliably separated the hematopoietic CD34(+) population from CD34(+)CD43(-)CD31(+)KDR(+) endothelial and CD34(+)CD43(-)CD31(-)KDR(-) mesenchymal cells. Furthermore,we demonstrated that the first-appearing CD34(+)CD43(+)CD235a(+)CD41a(+/-)CD45(-) cells represent precommitted erythro-megakaryocytic progenitors. Multipotent lymphohematopoietic progenitors were generated later as CD34(+)CD43(+)CD41a(-)CD235a(-)CD45(-) cells. These cells were negative for lineage-specific markers (Lin(-)),expressed KDR,VE-cadherin,and CD105 endothelial proteins,and expressed GATA-2,GATA-3,RUNX1,C-MYB transcription factors that typify initial stages of definitive hematopoiesis originating from endothelial-like precursors. Acquisition of CD45 expression by CD34(+)CD43(+)CD45(-)Lin(-) cells was associated with progressive myeloid commitment and a decrease of B-lymphoid potential. CD34(+)CD43(+)CD45(+)Lin(-) cells were largely devoid of VE-cadherin and KDR expression and had a distinct FLT3(high)GATA3(low)RUNX1(low)PU1(high)MPO(high)IL7RA(high) gene expression profile.
View Publication
Kurita R et al. (SEP 2006)
Stem cells (Dayton,Ohio) 24 9 2014--22
Tal1/Scl gene transduction using a lentiviral vector stimulates highly efficient hematopoietic cell differentiation from common marmoset (Callithrix jacchus) embryonic stem cells.
The development of embryonic stem cell (ESC) therapies requires the establishment of efficient methods to differentiate ESCs into specific cell lineages. Here,we report the in vitro differentiation of common marmoset (CM) (Callithrix jacchus) ESCs into hematopoietic cells after exogenous gene transfer using vesicular stomatitis virus-glycoprotein-pseudotyped lentiviral vectors. We transduced hematopoietic genes,including tal1/scl,gata1,gata2,hoxB4,and lhx2,into CM ESCs. By immunochemical and morphological analyses,we demonstrated that overexpression of tal1/scl,but not the remaining genes,dramatically increased hematopoiesis of CM ESCs,resulting in multiple blood-cell lineages. Furthermore,flow cytometric analysis demonstrated that CD34,a hematopoietic stem/progenitor cell marker,was highly expressed in tal1/scl-overexpressing embryoid body cells. Similar results were obtained from three independent CM ESC lines. These results suggest that transduction of exogenous tal1/scl cDNA into ESCs is a promising method to induce the efficient differentiation of CM ESCs into hematopoietic stem/progenitor cells.
View Publication
Slukvin II et al. (MAR 2006)
Journal of immunology (Baltimore,Md. : 1950) 176 5 2924--32
Directed differentiation of human embryonic stem cells into functional dendritic cells through the myeloid pathway.
We have established a system for directed differentiation of human embryonic stem (hES) cells into myeloid dendritic cells (DCs). As a first step,we induced hemopoietic differentiation by coculture of hES cells with OP9 stromal cells,and then,expanded myeloid cells with GM-CSF using a feeder-free culture system. Myeloid cells had a CD4+CD11b+CD11c+CD16+CD123(low)HLA-DR- phenotype,expressed myeloperoxidase,and included a population of M-CSFR+ monocyte-lineage committed cells. Further culture of myeloid cells in serum-free medium with GM-CSF and IL-4 generated cells that had typical dendritic morphology; expressed high levels of MHC class I and II molecules,CD1a,CD11c,CD80,CD86,DC-SIGN,and CD40; and were capable of Ag processing,triggering naive T cells in MLR,and presenting Ags to specific T cell clones through the MHC class I pathway. Incubation of DCs with A23187 calcium ionophore for 48 h induced an expression of mature DC markers CD83 and fascin. The combination of GM-CSF with IL-4 provided the best conditions for DC differentiation. DCs obtained with GM-CSF and TNF-alpha coexpressed a high level of CD14,and had low stimulatory capacity in MLR. These data clearly demonstrate that hES cells can be used as a novel and unique source of hemopoietic and DC precursors as well as DCs at different stages of maturation to address essential questions of DC development and biology. In addition,because ES cells can be expanded without limit,they can be seen as a potential scalable source of cells for DC vaccines or DC-mediated induction of immune tolerance.
View Publication
T. E. Ludwig et al. (feb 2006)
Nature biotechnology 24 2 185--7
Derivation of human embryonic stem cells in defined conditions.
We have previously reported that high concentrations of basic fibroblast growth factor (bFGF) support feeder-independent growth of human embryonic stem (ES) cells,but those conditions included poorly defined serum and matrix components. Here we report feeder-independent human ES cell culture that includes protein components solely derived from recombinant sources or purified from human material. We describe the derivation of two new human ES cell lines in these defined culture conditions.
View Publication
Wagner W et al. (NOV 2005)
Experimental hematology 33 11 1402--16
Comparative characteristics of mesenchymal stem cells from human bone marrow, adipose tissue, and umbilical cord blood.
OBJECTIVE: Various preparative protocols have been proposed for the acquisition and cultivation of mesenchymal stem cells (MSC). Whereas surface antigen markers have failed to precisely define this population,microarray analysis might provide a better tool for characterization of MSC. METHODS: In this study,we have analyzed global gene expression profiles of human MSC isolated from adipose tissue (AT),from umbilical cord blood (CB),and from bone marrow (BM) under two growth conditions and have compared them to terminally differentiated human fibroblasts (HS68). Profiles were compared using our Human Genome Microarray representing 51.144 different cDNA clones. RESULTS: Cultured with the appropriate conditions,osteogenic and adipogenic differentiation could be confirmed in all MSC preparations but not in fibroblasts. No phenotypic differences were observed by flow cytometry using a panel of 22 surface antigen markers. Whereas MSC derived from different donors using the same culture procedure yielded a consistent and reproducible gene expression profile,many genes were differentially expressed in MSC from different ontogenetic sources or from different culture conditions. Twenty-five genes were overlapping and upregulated in all MSC preparations from AT,CB,and BM as compared to HS68 fibroblasts. These genes included fibronectin,ECM2,glypican-4,ID1,NF1B,HOXA5,and HOXB6. Many genes upregulated in MSC are involved in extracellular matrix,morphogenesis,and development,whereas several inhibitors of the Wnt pathway (DKK1,DKK3,SFRP1) were highly expressed in fibroblasts. CONCLUSION: Our results have provided a foundation for a more reproducible and reliable quality control using genotypic analysis for defining MSC.
View Publication
Lai AY et al. (OCT 2005)
Journal of immunology (Baltimore,Md. : 1950) 175 8 5016--23
Heterogeneity of Flt3-expressing multipotent progenitors in mouse bone marrow.
Mechanisms of lymphoid and myeloid lineage choice by hemopoietic stem cells remain unclear. In this study we show that the multipotent progenitor (MPP) population,which is immediately downstream of hemopoietic stem cells,is heterogeneous and can be subdivided in terms of VCAM-1 expression. VCAM-1(+) MPPs were fully capable of differentiating into both lymphoid and myeloid lineages. In contrast,VCAM-1(-) MPPs gave rise to lymphocytes predominately in vivo. T and B cell development from VCAM-1(-) MPPs was 1 wk faster than that from VCAM-1(+) MPPs. Furthermore,VCAM-1(+) MPPs gave rise to common myeloid progenitors and VCAM-1(-) MPPs in vivo,indicating that VCAM-1(-) MPPs are progenies of VCAM-1(+) MPPs. VCAM-1(-) MPPs,in turn,developed into lymphoid lineage-restricted common lymphoid progenitors. These results establish a hierarchy of developmental relationship between MPP subsets and lymphoid and myeloid progenitors. In addition,VCAM-1(+) MPPs may represent the branching point between the lymphoid and myeloid lineages.
View Publication
Li Q et al. (AUG 2005)
Proceedings of the National Academy of Sciences of the United States of America 102 35 12425--30
Enhanced NF-kappaB activation and cellular function in macrophages lacking IkappaB kinase 1 (IKK1).
IkappaB kinase (IKK) complex plays a key regulatory role in macrophages for NF-kappaB activation during both innate and adaptive immune responses. Because IKK1-/- mice died at birth,we differentiated functional macrophages from embryonic day 15.5 IKK1 mutant embryonic liver. The embryonic liver-derived macrophage (ELDM) showed enhanced phagocytotic clearance of bacteria,more efficient antigen-presenting capacity,elevated secretion of several key proinflammatory cytokines and chemokines,and known NFkappaB target genes. Increased NFkappaB activity in IKK1 mutant ELDM was the result of prolonged degradation of IkappaBalpha in response to infectious pathogens. The delayed restoration of IkappaBalpha in pathogen-activated IKK1-/- ELDM was a direct consequence of uncontrolled IKK2 kinase activity. We hypothesize that IKK1 plays a checkpoint role in the proper control of IkappaBalpha kinase activity in innate and adaptive immunity.
View Publication
Gene expression profiling and localization of Hoechst-effluxing CD45- and CD45+ cells in the embryonic mouse lung.
Hoechst-effluxing cells (side population cells) are a rare subset of cells found in adult tissues that are highly enriched for stem and progenitor cell activity. To identify potential stem and progenitor cells during lung development,we generated gene expression profiles for CD45- and CD45+ side population cells in the embryonic day 17.5 lung. We found that side population cells comprise 1% of total embryonic day 17.5 lung cells (55% CD45+,45% CD45-). Gene profiling data demonstrated an overrepresentation of endothelial genes within the CD45- side population. We used expression of several distinct genes to identify two types of CD45- side population cells: 1) von Willebrand factor+/smooth muscle actin+ cells that reside in the muscular layer of select large vessels and 2) von Willebrand factor+/intercellular adhesion molecule+ cells that reside within the endothelial layer of select small vessels. Gene profiling of the CD45+ side population indicated an overrepresentation of genes associated with myeloid cell differentiation. Consistent with this,culturing CD45+ side population cells was associated with induction of mature dendritic markers (CD86). The microarray results suggested that expression of myeloperoxidase and proteinase-3 might be used to identify CD45+ side population cells. By immunohistochemistry,we found that myeloperoxidase+/proteinase-3+ cells represent a small subset of total CD45+ cells in the embryonic day 17.5 lung and that they reside in the mesenchyme and perivascular regions. This is the first detailed information regarding the phenotype and localization of side population cells in a developing organ.
View Publication
Cheng L et al. (JUN 2014)
Cell Research 24 6 665--679
Generation of neural progenitor cells by chemical cocktails and hypoxia
Neural progenitor cells (NPCs) can be induced from somatic cells by defined factors. Here we report that NPCs can be generated from mouse embryonic fibroblasts by a chemical cocktail,namely VCR (V,VPA,an inhibitor of HDACs; C,CHIR99021,an inhibitor of GSK-3 kinases and R,Repsox,an inhibitor of TGF-β pathways),under a physiological hypoxic condition. These chemical-induced NPCs (ciNPCs) resemble mouse brain-derived NPCs re- garding their proliferative and self-renewing abilities,gene expression profiles,and multipotency for different neu- roectodermal lineages in vitro and in vivo. Further experiments reveal that alternative cocktails with inhibitors of histone deacetylation,glycogen synthase kinase,and TGF-β pathways show similar efficacies for ciNPC induction. Moreover,ciNPCs can also be induced from mouse tail-tip fibroblasts and human urinary cells with the same chemi- cal cocktail VCR. Thus our study demonstrates that lineage-specific conversion of somatic cells to NPCs could be achieved by chemical cocktails without introducing exogenous factors.
View Publication