| Literature DB >> 17784959 |
Michael Xavier Doss1, Shuhua Chen, Johannes Winkler, Rita Hippler-Altenburg, Margareta Odenthal, Claudia Wickenhauser, Sridevi Balaraman, Herbert Schulz, Oliver Hummel, Norbert Hübner, Nandini Ghosh-Choudhury, Isaia Sotiriadou, Jürgen Hescheler, Agapios Sachinidis.
Abstract
BACKGROUND: Bone morphogenetic protein (BMP)2 is a late mesodermal marker expressed during vertebrate development and plays a crucial role in early embryonic development. The nature of the BMP2-expressing cells during the early stages of embryonic development, their transcriptome and cell phenotypes developed from these cells have not yet been characterized.Entities:
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Year: 2007 PMID: 17784959 PMCID: PMC2375022 DOI: 10.1186/gb-2007-8-9-r184
Source DB: PubMed Journal: Genome Biol ISSN: 1474-7596 Impact factor: 13.583
Figure 1Expression pattern of BMP2 in differentiating EBs. (a) Detection of the expression of BMP2 by qPCR on the samples from EBs derived from wild-type CGR8 ES cells (i) and RT-PCR (ii) on samples from EBs derived from BMP2 ES cells (for conditions, see Additional data file 14). The qPCR results are presented as the mean of three independent experiments ± standard deviation. (b) Expression of EGFP during differentiation of the BMP2 ES cells induced by the conventional hanging drop protocol. Scale bar represents 50 μm. (c) Protocol for isolation of puromycin resistant BMP2+ cells after treating the plated four-day-old EBs with 3 μg/ml puromycin for three days. (d,e) FACS analysis of the trypsinized untreated control and puromycin resistant BMP2+ cells. (f) BMP2+, three days after plating in gelatine-coated tissue culture dishes in the presence of 3 μg/ml puromycin. Scale bar represents 50 μm. (g,h) Detection of BMP2 in BMP2+ cells (g) or ES cells (h) by immunohistochemistry staining. Stainings were done after the cells were trypsinized and plated on microscopic slides for 24 hours. Scale bar represents 20 μm.
Functional annotations enriched among genes upregulated* in BMP2+ cells compared to control cells in seven-day-old EBs
| Category | Term | Count | |
| GOTERM_MF_5 | Zinc ion binding | 142 | 3.2E-16 |
| GOTERM_CC_5 | Nucleus | 279 | 3.6E-12 |
| GOTERM_BP_5 | Transcription | 128 | 2.5E-10 |
| GOTERM_BP_5 | Regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolism | 121 | 5.5E-9 |
| GOTERM_BP_5 | Cellular protein metabolism | 147 | 4.9E-8 |
| GOTERM_MF_5 | Binding | 143 | 2.9E-7 |
| GOTERM_MF_5 | Metal ion binding | 61 | 6.8E-7 |
| GOTERM_MF_5 | Transition metal ion binding | 74 | 4.1E-6 |
| GOTERM_MF_5 | Cation binding | 74 | 4.6E-6 |
| GOTERM_MF_5 | Ion binding | 74 | 4.6E-6 |
| GOTERM_BP_5 | Biopolymer modification | 83 | 1.3E-5 |
| GOTERM_BP_5 | Response to unfolded protein | 12 | 2.5E-5 |
| GOTERM_MF_5 | ATP binding | 84 | 6.8E-5 |
| GOTERM_BP_5 | Apoptosis | 38 | 1.2E-4 |
| GOTERM_CC_5 | Intracellular membrane-bound organelle | 225 | 2.4E-4 |
| GOTERM_CC_5 | Membrane-bound organelle | 225 | 2.4E-4 |
| GOTERM_BP_5 | Regulation of protein kinase activity | 12 | 3.1E-4 |
| GOTERM_MF_5 | Protein kinase activity | 44 | 4.9E-4 |
| KEGG_PATHWAY | MAPK signaling pathway | 24 | 7.1E-4 |
| GOTERM_BP_5 | Nucleobase, nucleoside, nucleotide and nucleic acid metabolism | 18 | 1.7E-3 |
| GOTERM_BP_5 | Regulation of programmed cell death | 24 | 1.9E-3 |
| GOTERM_CC_5 | Intracellular | 244 | 3.3E-3 |
| GOTERM_BP_5 | Response to protein stimulus | 6 | 3.4E-3 |
| GOTERM_CC_5 | Vacuole | 17 | 3.4E-3 |
| GOTERM_BP_5 | Phosphate metabolism | 45 | 3.7E-3 |
| GOTERM_BP_5 | Cell death | 16 | 4.1E-3 |
| GOTERM_BP_5 | Death | 16 | 4.1E-3 |
| GOTERM_BP_5 | Programmed cell death | 16 | 4.1E-3 |
| GOTERM_BP_5 | Negative regulation of cellular metabolism | 17 | 5.6E-3 |
| BIOCARTA | The information-processing pathway at the IFN-β enhancer | 4 | 6.2E-3 |
| GOTERM_BP_5 | Regulation of apoptosis | 22 | 6.7E-3 |
| GOTERM_BP_5 | Protein kinase cascade | 17 | 6.8E-3 |
| GOTERM_BP_5 | Embryonic development | 15 | 7.2E-3 |
| GOTERM_MF_5 | Nucleotide binding | 41 | 8.9E-3 |
| GOTERM_CC_5 | Intracellular organelle | 243 | 9.0E-3 |
| GOTERM_CC_5 | Organelle | 243 | 9.0E-3 |
| GOTERM_BP_5 | Negative regulation of progression through cell cycle | 10 | 9.3E-3 |
| GOTERM_BP_5 | Regulation of progression through cell cycle | 24 | 9.7E-3 |
| GOTERM_BP_5 | Positive regulation of programmed cell death | 12 | 1.2E-2 |
| GOTERM_BP_5 | Embryonic limb morphogenesis | 7 | 1.5E-2 |
| GOTERM_MF_5 | Pyrophosphatase activity | 29 | 2.1E-2 |
| BIOCARTA | Regulation of transcriptional activity by PML | 4 | 2.2E-2 |
| GOTERM_BP_5 | Cellular physiological process | 112 | 2.3E-2 |
| GOTERM_MF_5 | Purine nucleotide binding | 52 | 2.4E-2 |
| GOTERM_BP_5 | Embryonic development (sensu Mammalia) | 7 | 2.7E-2 |
| GOTERM_CC_5 | Lytic vacuole | 13 | 2.8E-2 |
| GOTERM_BP_5 | Negative regulation of protein kinase activity | 5 | 2.8E-2 |
| GOTERM_BP_5 | Regulation of biological process | 34 | 2.9E-2 |
| GOTERM_CC_5 | Cell | 256 | 3.0E-2 |
| GOTERM_BP_5 | Regulation of cellular process | 29 | 3.4E-2 |
| GOTERM_BP_5 | Regulation of protein biosynthesis | 9 | 3.8E-2 |
| GOTERM_MF_5 | Transcription cofactor activity | 9 | 3.8E-2 |
| GOTERM_MF_5 | Transcription factor binding | 9 | 4.0E-2 |
| GOTERM_BP_5 | Negative regulation of programmed cell death | 9 | 4.2E-2 |
| GOTERM_BP_5 | Protein catabolism | 13 | 4.2E-2 |
| GOTERM_BP_5 | Regulation of gene expression, epigenetic | 3 | 4.2E-2 |
| GOTERM_MF_5 | Protein kinase binding | 6 | 4.3E-2 |
| GOTERM_BP_5 | Primary metabolism | 35 | 4.5E-2 |
| GOTERM_BP_5 | RNA metabolism | 22 | 4.5E-2 |
| GOTERM_BP_5 | Regulation of cellular biosynthesis | 9 | 4.7E-2 |
| GOTERM_MF_5 | Guanyl nucleotide binding | 14 | 4.8E-2 |
| GOTERM_BP_5 | Reproduction | 11 | 4.8E-2 |
| GOTERM_BP_5 | Response to abiotic stimulus | 13 | 4.8E-2 |
| GOTERM_BP_5 | Gene silencing | 4 | 5.0E-2 |
| KEGG_PATHWAY | Pantothenate and CoA biosynthesis | 4 | 5.0E-2 |
| GOTERM_BP_5 | Physiological process | 127 | 5.1E-2 |
| GOTERM_BP_5 | Bone resorption | 3 | 5.2E-2 |
| GOTERM_MF_5 | Cysteine-type peptidase activity | 9 | 5.2E-2 |
| GOTERM_MF_5 | Ligase activity | 17 | 5.4E-2 |
| GOTERM_BP_5 | Response to chemical stimulus | 11 | 5.4E-2 |
| GOTERM_BP_5 | Regulation of bone remodeling | 4 | 5.6E-2 |
| GOTERM_BP_5 | Biopolymer catabolism | 13 | 6.1E-2 |
| KEGG_PATHWAY | Nitrogen metabolism | 4 | 6.3E-2 |
| GOTERM_BP_5 | ER-nuclear signaling pathway | 3 | 6.4E-2 |
| GOTERM_BP_5 | Regulation of protein metabolism | 13 | 6.4E-2 |
| GOTERM_CC_5 | Nucleolus | 12 | 7.1E-2 |
| GOTERM_BP_5 | Protein biosynthesis | 30 | 7.3E-2 |
| GOTERM_MF_5 | Transcription corepressor activity | 6 | 7.3E-2 |
| GOTERM_BP_5 | Intracellular receptor-mediated signaling pathway | 3 | 7.6E-2 |
| GOTERM_MF_5 | Transcription regulator activity | 9 | 7.7E-2 |
| GOTERM_BP_5 | Macromolecule biosynthesis | 33 | 8.0E-2 |
| GOTERM_BP_5 | Positive regulation of cell proliferation | 9 | 8.1E-2 |
| GOTERM_BP_5 | Embryonic hemopoiesis | 2 | 8.2E-2 |
| GOTERM_BP_5 | Posttranscriptional gene silencing | 2 | 8.2E-2 |
| GOTERM_BP_5 | RNA-mediated gene silencing | 2 | 8.2E-2 |
| GOTERM_BP_5 | RNA-mediated posttranscriptional gene silencing | 2 | 8.2E-2 |
| GOTERM_MF_5 | Glutaminase activity | 2 | 8.4E-2 |
| GOTERM_MF_5 | Ubiquitin-protein ligase activity | 16 | 8.4E-2 |
| GOTERM_BP_5 | Eye development | 5 | 8.6E-2 |
| BIOCARTA | Eukaryotic protein translation | 3 | 9.0E-2 |
| GOTERM_BP_5 | Amino acid transport | 6 | 9.1E-2 |
| GOTERM_BP_5 | Positive regulation of cell activation | 5 | 9.2E-2 |
| GOTERM_BP_5 | Development | 37 | 9.3E-2 |
*Change fold >2, Student's t-test p value < 0.01. Count indicates the number of genes in the functional annotation category. The p value is from gene enrichment in annotation terms calculated by the Fisher's exact t-test.
Functional annotations enriched among genes upregulated* in BMP2+ cells compared to control cells in seven-day-old EBs and undifferentiated BMP2 ES cells
| Category | Term | Count | |
| GOTERM_MF_5 | Zinc ion binding | 46 | 5.6E-5 |
| GOTERM_CC_5 | Nucleus | 95 | 3.3E-4 |
| GOTERM_BP_5 | Cellular protein metabolism | 66 | 3.3E-4 |
| GOTERM_BP_5 | Protein catabolism | 10 | 4.9E-3 |
| GOTERM_BP_5 | Apoptosis | 17 | 5.9E-3 |
| GOTERM_BP_5 | Biopolymer modification | 38 | 6.0E-3 |
| GOTERM_BP_5 | Biopolymer catabolism | 10 | 6.9E-3 |
| GOTERM_BP_5 | Positive regulation of programmed cell death | 8 | 9.1E-3 |
| GOTERM_MF_5 | ATP binding | 30 | 1.4E-2 |
| GOTERM_BP_5 | Response to unfolded protein | 5 | 1.5E-2 |
| GOTERM_BP_5 | Transcription | 47 | 1.5E-2 |
| GOTERM_BP_5 | Regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolism | 45 | 2.7E-2 |
| GOTERM_BP_5 | Regulation of programmed cell death | 11 | 3.8E-2 |
| GOTERM_BP_5 | Regulation of progression through cell cycle | 11 | 5.1E-2 |
| GOTERM_BP_5 | Protein kinase cascade | 8 | 5.3E-2 |
| GOTERM_BP_5 | Regulation of protein kinase activity | 5 | 5.6E-2 |
| GOTERM_BP_5 | Small GTPase mediated signal transduction | 9 | 5.6E-2 |
| GOTERM_BP_5 | Post replication repair | 2 | 6.2E-2 |
| GOTERM_MF_5 | Ubiquitin-protein ligase activity | 8 | 6.2E-2 |
| GOTERM_BP_5 | Regulation of apoptosis | 10 | 7.4E-2 |
| GOTERM_BP_5 | Protein transport | 16 | 7.5E-2 |
| GOTERM_MF_5 | Protein kinase activity | 15 | 8.3E-2 |
| KEGG_REACTION | Phytoceramide+h2o<=>fattyacid+phytosphingosine | 3 | 8.7E-2 |
| GOTERM_CC_5 | Lytic vacuole | 6 | 8.8E-2 |
| KEGG_PATHWAY | MAPK signaling pathway | 9 | 9.5E-2 |
*Change fold >2, Student's t-test p value < 0.01. Count indicates the number of genes in the functional annotation category. The p value is from gene enrichment in annotation terms calculated by the Fisher's exact t-test.
Genes of GO category 'development' upregulated at least two-fold* in BMP2+ cells compared to control cells in seven-day-old EBs
| Affymetrix ID | Gene name | Fold change |
| 1425035_s_at | 14.0 | |
| 1420086_x_at | 9.4 | |
| 1450989_at | 9.0 | |
| 1423477_at | 7.5 | |
| 1416067_at | 7.0 | |
| 1456033_at | 6.8 | |
| 1426412_at | 5.7 | |
| 1418640_at | 4.3 | |
| 1456341_a_at | 4.1 | |
| 1424607_a_at | 3.7 | |
| 1452240_at | 3.7 | |
| 1452179_at | 3.6 | |
| 1416455_a_at | 3.5 | |
| 1416953_at | 3.2 | |
| 1428334_at | 3.1 | |
| 1418901_at | 2.8 | |
| 1421151_a_at | 2.8 | |
| 1422556_at | 2.7 | |
| 1434009_at | 2.6 | |
| 1434054_at | 2.5 | |
| 1422057_at | 2.5 | |
| 1436164_at | 2.5 | |
| 1422033_a_at | 2.5 | |
| 1449949_a_at | 2.5 | |
| 1433455_at | 2.5 | |
| 1425932_a_at | 2.4 | |
| 1451383_a_at | 2.4 | |
| 1455222_a_at | 2.4 | |
| 1451257_at | 2.4 | |
| 1426858_at | 2.3 | |
| 1421624_a_at | 2.3 | |
| 1437540_at | 2.3 | |
| 1429192_at | 2.2 | |
| 1452438_s_at | 2.2 | |
| 1436907_at | 2.1 | |
| 1450986_at | 2.0 | |
| 1416904_at | 2.0 |
*Student's t-test, p value < 0.01.
Genes of GO category 'development' upregulated at least two-fold* in BMP2+ cells compared to control cells in seven-day-old EBs and undifferentiated BMP2 ES cells
| Affymetrix ID | Gene name | Fold change BMP2+ versus BMP2 EBs | Fold change BMP2+ versus BMP2 ES cells |
| 1423477_at | 7.5 | 8.8 | |
| 1416067_at | 7 | 7.1 | |
| 1456033_at | 6.8 | 6.4 | |
| 1434009_at | 2.6 | 3.4 | |
| 1422033_a_at | 2.5 | 3.2 | |
| 1425932_a_at | 2.4 | 2.5 | |
| 1416904_at | 2 | 2.7 |
*Student's t-test, p value < 0.01.
Functional annotations (GO, KEGG, Biocarta) enriched in transcripts downregulated* in BMP2+ cells compared to control cells in seven-day-old EBs
| Category | Term | Count | p value |
| GOTERM_BP_5 | 82 | 3.6E-20 | |
| GOTERM_BP_5 | 57 | 5.1E-19 | |
| GOTERM_BP_5 | Morphogenesis | 56 | 1.6E-16 |
| GOTERM_BP_5 | Cell differentiation | 37 | 2.1E-11 |
| GOTERM_BP_5 | Blood vessel morphogenesis | 25 | 1.7E-10 |
| GOTERM_BP_5 | 25 | 1.2E-8 | |
| GOTERM_BP_5 | 30 | 1.9E-8 | |
| GOTERM_BP_5 | Organ morphogenesis | 27 | 2.3E-8 |
| GOTERM_BP_5 | 17 | 2.8E-8 | |
| GOTERM_BP_5 | 18 | 5.8E-8 | |
| GOTERM_BP_5 | Enzyme linked receptor protein signaling pathway | 27 | 6.1E-8 |
| GOTERM_BP_5 | Cell migration | 28 | 1.0E-7 |
| GOTERM_BP_5 | 16 | 1.3E-7 | |
| GOTERM_BP_5 | 25 | 5.5E-7 | |
| GOTERM_BP_5 | Embryonic limb morphogenesis | 12 | 1.8E-6 |
| GOTERM_BP_5 | Angiogenesis | 17 | 3.7E-6 |
| GOTERM_BP_5 | Embryonic morphogenesis | 14 | 6.7E-6 |
| GOTERM_BP_5 | Cell motility | 21 | 7.3E-6 |
| GOTERM_BP_5 | Locomotion | 21 | 8.7E-6 |
| GOTERM_BP_5 | Localization of cell | 21 | 8.7E-6 |
| GOTERM_BP_5 | Neuron differentiation | 24 | 1.1E-5 |
| GOTERM_BP_5 | Steroid biosynthesis | 12 | 1.2E-5 |
| GOTERM_BP_5 | 16 | 1.9E-5 | |
| GOTERM_BP_5 | 15 | 2.0E-5 | |
| GOTERM_BP_5 | Alcohol catabolism | 11 | 3.2E-5 |
| GOTERM_BP_5 | Regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolism | 100 | 3.3E-5 |
| GOTERM_BP_5 | 12 | 6.8E-5 | |
| GOTERM_BP_5 | Axon guidance | 12 | 6.8E-5 |
| GOTERM_BP_5 | Tube morphogenesis | 10 | 7.1E-5 |
| GOTERM_BP_5 | Central nervous system development | 10 | 8.5E-5 |
| GOTERM_BP_5 | Lipid biosynthesis | 20 | 9.8E-5 |
| GOTERM_BP_5 | Monosaccharide metabolism | 15 | 1.1E-4 |
| GOTERM_BP_5 | Regulation of biological process | 41 | 1.4E-4 |
| GOTERM_BP_5 | Ossification | 12 | 1.5E-4 |
| GOTERM_BP_5 | Transcription | 99 | 1.6E-4 |
| GOTERM_BP_5 | Carbohydrate catabolism | 11 | 2.2E-4 |
| GOTERM_CC_5 | Cell | 203 | 2.6E-4 |
| GOTERM_BP_5 | 6 | 2.7E-4 | |
| GOTERM_BP_5 | 11 | 2.9E-4 | |
| GOTERM_BP_5 | Regulation of cellular process | 35 | 3.1E-4 |
| GOTERM_BP_5 | DNA metabolism | 34 | 3.4E-4 |
| GOTERM_BP_5 | Neuron morphogenesis during differentiation | 16 | 3.4E-4 |
| GOTERM_BP_5 | Cellular macromolecule catabolism | 21 | 3.5E-4 |
| GOTERM_BP_5 | Branching morphogenesis of a tube | 7 | 4.1E-4 |
| GOTERM_BP_5 | Morphogenesis of a branching structure | 7 | 4.1E-4 |
| GOTERM_BP_5 | Neurogenesis | 15 | 4.3E-4 |
| GOTERM_CC_5 | Anchored to plasma membrane | 5 | 4.8E-4 |
| GOTERM_CC_5 | Anchored to membrane | 5 | 4.8E-4 |
| GOTERM_BP_5 | Cellular morphogenesis during differentiation | 17 | 4.9E-4 |
| GOTERM_BP_5 | Pattern specification | 10 | 4.9E-4 |
| GOTERM_BP_5 | 8 | 5.0E-4 | |
| GOTERM_BP_5 | Limb morphogenesis | 7 | 6.2E-4 |
| GOTERM_BP_5 | Appendage morphogenesis | 7 | 6.2E-4 |
| GOTERM_BP_5 | 7 | 6.2E-4 | |
| GOTERM_BP_5 | Regulation of cell differentiation | 9 | 8.5E-4 |
| GOTERM_BP_5 | Patterning of blood vessels | 6 | 8.5E-4 |
| GOTERM_BP_5 | Vasculogenesis | 6 | 8.5E-4 |
| GOTERM_BP_5 | Regulation of myeloid cell differentiation | 4 | 1.1E-3 |
| GOTERM_BP_5 | Cellular carbohydrate metabolism | 21 | 1.2E-3 |
| GOTERM_BP_5 | Neural crest cell migration | 5 | 1.2E-3 |
| GOTERM_BP_5 | Steroid metabolism | 14 | 1.5E-3 |
| KEGG_PATHWAY | Focal adhesion | 25 | 1.5E-3 |
| KEGG_PATHWAY | TGF-β signaling pathway | 14 | 1.7E-3 |
| GOTERM_BP_5 | 4 | 1.8E-3 | |
| GOTERM_BP_5 | Salivary gland morphogenesis | 4 | 1.8E-3 |
| GOTERM_BP_5 | 4 | 1.8E-3 | |
| GOTERM_BP_5 | Negative regulation of cell differentiation | 6 | 2.0E-3 |
| KEGG_PATHWAY | ECM-receptor interaction | 14 | 2.1E-3 |
| GOTERM_BP_5 | Biomineral formation | 7 | 2.1E-3 |
| GOTERM_BP_5 | Ureteric bud branching | 5 | 2.2E-3 |
| GOTERM_CC_5 | Intracellular | 183 | 2.3E-3 |
| GOTERM_BP_5 | Negative regulation of signal transduction | 10 | 2.3E-3 |
| GOTERM_MF_5 | Heparin binding | 8 | 2.4E-3 |
| GOTERM_BP_5 | 6 | 2.5E-3 | |
| GOTERM_BP_5 | 7 | 2.9E-3 | |
| GOTERM_BP_5 | 4 | 2.9E-3 | |
| GOTERM_BP_5 | Mesenchymal cell differentiation | 5 | 2.9E-3 |
| GOTERM_BP_5 | 5 | 2.9E-3 | |
| KEGG_PATHWAY | Hedgehog signaling pathway | 10 | 3.4E-3 |
| GOTERM_BP_5 | Embryonic appendage morphogenesis | 6 | 3.5E-3 |
| GOTERM_BP_5 | 10 | 3.6E-3 | |
| GOTERM_BP_5 | Bone remodeling | 7 | 4.9E-3 |
| GOTERM_BP_5 | Alcohol biosynthesis | 6 | 4.9E-3 |
| GOTERM_BP_5 | Negative regulation of development | 6 | 4.9E-3 |
| GOTERM_MF_5 | Nucleic acid binding | 8 | 5.4E-3 |
| GOTERM_CC_5 | Transcription factor complex | 28 | 5.4E-3 |
| KEGG_PATHWAY | Glycolysis/gluconeogenesis | 10 | 5.7E-3 |
| GOTERM_BP_5 | Neural crest cell differentiation | 4 | 5.8E-3 |
| GOTERM_BP_5 | 4 | 5.8E-3 | |
| GOTERM_BP_5 | Cartilage condensation | 4 | 5.8E-3 |
| GOTERM_BP_5 | Axonogenesis | 8 | 5.9E-3 |
| GOTERM_BP_5 | Tissue remodeling | 7 | 6.2E-3 |
| GOTERM_BP_5 | Regulation of cell migration | 7 | 6.2E-3 |
| GOTERM_BP_5 | Neurite morphogenesis | 8 | 6.5E-3 |
| GOTERM_BP_5 | Sterol metabolism | 8 | 6.5E-3 |
| GOTERM_BP_5 | Cellular morphogenesis | 14 | 7.0E-3 |
| GOTERM_BP_5 | Regulation of physiological process | 28 | 7.0E-3 |
| GOTERM_BP_5 | Positive regulation of cellular metabolism | 18 | 7.5E-3 |
| GOTERM_BP_5 | Regulation of cell motility | 7 | 7.7E-3 |
| GOTERM_BP_5 | Hindlimb morphogenesis | 4 | 7.7E-3 |
| GOTERM_BP_5 | Carboxylic acid metabolism | 27 | 8.0E-3 |
| GOTERM_BP_5 | Carbohydrate biosynthesis | 9 | 8.1E-3 |
| GOTERM_BP_5 | Somitogenesis | 5 | 8.1E-3 |
| GOTERM_BP_5 | Hemopoiesis | 7 | 8.6E-3 |
| GOTERM_BP_5 | 7 | 9.5E-3 | |
| GOTERM_BP_5 | Regulation of cellular physiological process | 24 | 9.6E-3 |
| GOTERM_BP_5 | 8 | 1.0E-2 | |
| GOTERM_BP_5 | 6 | 1.1E-2 | |
| GOTERM_BP_5 | Embryonic pattern specification | 5 | 1.1E-2 |
| GOTERM_BP_5 | 6 | 1.2E-2 | |
| GOTERM_BP_5 | Cellular lipid metabolism | 26 | 1.3E-2 |
| GOTERM_BP_5 | Anterior/posterior pattern formation | 5 | 1.3E-2 |
| GOTERM_BP_5 | Protein complex assembly | 11 | 1.5E-2 |
| KEGG_PATHWAY | Pentose phosphate pathway | 6 | 1.5E-2 |
| GOTERM_CC_5 | Organelle | 179 | 1.5E-2 |
| GOTERM_CC_5 | Intracellular organelle | 179 | 1.5E-2 |
| GOTERM_BP_5 | Glial cell differentiation | 4 | 1.6E-2 |
| GOTERM_BP_5 | Wnt receptor signaling pathway | 10 | 1.6E-2 |
| GOTERM_CC_5 | Membrane-bound organelle | 157 | 1.8E-2 |
| GOTERM_CC_5 | Intracellular membrane-bound organelle | 157 | 1.8E-2 |
| GOTERM_MF_5 | Catalytic activity | 63 | 1.9E-2 |
| BIOCARTA | Pertussis toxin-insensitive CCR5 signaling in macrophage | 5 | 2.0E-2 |
| GOTERM_BP_5 | Genitalia morphogenesis | 3 | 2.1E-2 |
| GOTERM_BP_5 | 3 | 2.1E-2 | |
| GOTERM_CC_5 | Nucleoplasm | 31 | 2.1E-2 |
| GOTERM_MF_5 | Iron ion binding | 16 | 2.1E-2 |
| GOTERM_BP_5 | Positive regulation of biological process | 12 | 2.1E-2 |
| GOTERM_BP_5 | Odontogenesis | 4 | 2.3E-2 |
| GOTERM_BP_5 | Positive regulation of cell proliferation | 10 | 2.4E-2 |
| KEGG_PATHWAY | Axon guidance | 15 | 2.5E-2 |
| GOTERM_BP_5 | Positive regulation of cellular process | 10 | 2.7E-2 |
| GOTERM_BP_5 | 3 | 2.8E-2 | |
| GOTERM_BP_5 | Cell proliferation | 11 | 2.8E-2 |
| GOTERM_BP_5 | Negative regulation of cellular process | 11 | 3.0E-2 |
| GOTERM_BP_5 | Inner ear morphogenesis | 5 | 3.1E-2 |
| GOTERM_BP_5 | Negative regulation of biological process | 12 | 3.2E-2 |
| GOTERM_BP_5 | Base-excision repair | 4 | 3.6E-2 |
| GOTERM_BP_5 | Negative regulation of neuron differentiation | 3 | 3.7E-2 |
| GOTERM_MF_5 | DNA N-glycosylase activity | 3 | 3.7E-2 |
| KEGG_PATHWAY | Fructose and mannose metabolism | 8 | 3.8E-2 |
| GOTERM_BP_5 | Amino acid derivative metabolism | 7 | 3.8E-2 |
| GOTERM_CC_5 | Nucleosome | 7 | 4.1E-2 |
| GOTERM_BP_5 | Positive regulation of cellular physiological process | 7 | 4.1E-2 |
| GOTERM_CC_5 | Chromosome | 19 | 4.1E-2 |
| GOTERM_MF_5 | Oxidoreductase activity | 11 | 4.2E-2 |
| GOTERM_BP_5 | Morphogenesis of an epithelium | 5 | 4.2E-2 |
| GOTERM_MF_5 | Protein kinase activity | 27 | 4.6E-2 |
| GOTERM_CC_5 | Nuclear lumen | 35 | 4.6E-2 |
| GOTERM_BP_5 | Hormone metabolism | 4 | 4.7E-2 |
| GOTERM_MF_5 | Pyrophosphatase activity | 21 | 4.8E-2 |
| GOTERM_CC_5 | Plasma membrane | 17 | 5.0E-2 |
| GOTERM_BP_5 | Regulation of progression through cell cycle | 20 | 5.0E-2 |
| GOTERM_BP_5 | Odontogenesis (sensu Vertebrata) | 4 | 5.3E-2 |
| GOTERM_CC_5 | Membrane-bound vesicle | 8 | 5.3E-2 |
| GOTERM_CC_5 | Vesicle | 8 | 5.3E-2 |
| GOTERM_CC_5 | Cytoplasmic vesicle | 8 | 5.3E-2 |
| KEGG_PATHWAY | WNT signaling pathway | 15 | 5.5E-2 |
| GOTERM_CC_5 | Protein complex | 36 | 5.5E-2 |
| GOTERM_BP_5 | Nucleoside metabolism | 4 | 5.9E-2 |
| GOTERM_BP_5 | Segmentation | 4 | 5.9E-2 |
| GOTERM_BP_5 | Morphogenesis of embryonic epithelium | 4 | 5.9E-2 |
| GOTERM_BP_5 | Sex differentiation | 5 | 6.0E-2 |
| GOTERM_MF_5 | Interleukin-11 receptor activity | 2 | 6.1E-2 |
| GOTERM_MF_5 | Interleukin-11 binding | 2 | 6.1E-2 |
| GOTERM_CC_5 | Chromatin | 11 | 6.2E-2 |
| GOTERM_CC_5 | Heterotrimeric G-protein complex | 5 | 6.3E-2 |
| BIOCARTA | Sonic hedgehog (shh) pathway | 4 | 6.4E-2 |
| GOTERM_CC_5 | Cytosol | 6 | 6.5E-2 |
| GOTERM_BP_5 | Regulation of enzyme activity | 4 | 6.5E-2 |
| GOTERM_CC_5 | Intrinsic to Golgi membrane | 4 | 6.6E-2 |
| KEGG_PATHWAY | Biosynthesis of steroids | 4 | 6.8E-2 |
| KEGG_PATHWAY | Huntington's disease | 5 | 6.8E-2 |
| GOTERM_BP_5 | 5 | 7.0E-2 | |
| GOTERM_BP_5 | Regulation of cell proliferation | 9 | 7.2E-2 |
| GOTERM_BP_5 | Biopolymer modification | 59 | 7.2E-2 |
| GOTERM_BP_5 | Physiological process | 117 | 7.2E-2 |
| GOTERM_BP_5 | Cellular physiological process | 100 | 7.7E-2 |
| GOTERM_BP_5 | Astrocyte differentiation | 2 | 7.7E-2 |
| GOTERM_BP_5 | Regulation of astrocyte differentiation | 2 | 7.7E-2 |
| GOTERM_BP_5 | Mesoderm morphogenesis | 3 | 7.8E-2 |
| GOTERM_BP_5 | Mesoderm formation | 3 | 7.8E-2 |
| GOTERM_BP_5 | 3 | 7.8E-2 | |
| GOTERM_BP_5 | T cell activation | 3 | 7.8E-2 |
| GOTERM_BP_5 | 3 | 7.8E-2 | |
| GOTERM_BP_5 | Negative regulation of Wnt receptor signaling pathway | 3 | 7.8E-2 |
| GOTERM_BP_5 | Negative regulation of BMP signaling pathway | 3 | 7.8E-2 |
| GOTERM_BP_5 | M phase of mitotic cell cycle | 9 | 7.8E-2 |
| GOTERM_BP_5 | Regulation of signal transduction | 8 | 7.8E-2 |
| GOTERM_BP_5 | Neural plate morphogenesis | 4 | 7.9E-2 |
| GOTERM_BP_5 | Ear morphogenesis | 4 | 7.9E-2 |
| GOTERM_BP_5 | 4 | 7.9E-2 | |
| KEGG_PATHWAY | Synthesis and degradation of ketone bodies | 3 | 8.0E-2 |
| GOTERM_BP_5 | 5 | 8.6E-2 | |
| GOTERM_MF_5 | Acyltransferase activity | 9 | 8.7E-2 |
| BIOCARTA | Repression of pain sensation by the transcriptional regulator DREAM | 3 | 8.7E-2 |
| BIOCARTA | IL12 and Stat4 dependent signaling pathway in Th1 development | 4 | 8.8E-2 |
| GOTERM_BP_5 | Anatomical structure formation | 3 | 9.0E-2 |
| GOTERM_BP_5 | Formation of primary germ layer | 3 | 9.0E-2 |
| GOTERM_MF_5 | Bisphosphoglycerate mutase activity | 2 | 9.0E-2 |
| GOTERM_MF_5 | Phosphoglycerate mutase activity | 2 | 9.0E-2 |
| GOTERM_BP_5 | Phosphate metabolism | 35 | 9.6E-2 |
| BIOCARTA | Rho-selective guanine exchange factor akap13 mediates stress fiber formation | 3 | 9.7E-2 |
| KEGG_PATHWAY | Pyruvate metabolism | 6 | 9.8E-2 |
| KEGG_PATHWAY | Regulation regulation of actin cytoskeleton | 18 | 9.9E-2 |
*Fold change >2, Student's t-test p value < 0.01. Count indicates the number of genes in the functional annotation category. The p value is from gene enrichment in annotation terms calculated by the Fisher's exact t-test.
Figure 2Expression of pluripotent, trophectodermal, mesodermal, and endodermal gene markers in BMP2+ cells. (a) RT-PCR analysis for the representative genes. (b-d) Relative expression level of the genes presented in (a) and additional representative genes as obtained by Affymetrix analysis. The expression levels of each gene were normalized with its maximum level set as 100%. Each result was an average of three independent experiments (Additional data file 13).
Figure 3Analysis of neural crest stem cell associated transcripts in BMP2+ cells. (a) RT-PCR analysis for the representative genes associated with NCSCs. (b) Relative expression level of the genes presented in (a) as obtained by Affymetrix analysis. The expression levels of each gene were normalized with its maximum level set as 100%. Each result is an average of three independent experiments (Additional data file 13). (c) Detection of p75 and GFAP in BMP2+ cells labelled by immunohistochemistry. Immunuostainings with anti-p75 (left panel) and anti-GFAP (right panel) to show the presence of NCSCs and the astrocytes, respectively, in BMP2+ cells one day after plating (7 + 1 days in total).
Figure 4Detection of smooth muscle cells after differentiation of the BMP2+ cells. (a) Expression of SMA in the BMP2+ cells detected by qRT-PCR. (b) Microarray relative expression levels of various smooth muscle specific genes in BMP2+ cells. The expression levels of each gene were normalized with its maximum level set as 100%. Each result is an average of three independent experiments (Additional data file 13). (c) Detection of smooth muscle cells 1 day after plating the BMP2+ cells (7 + 1 days in total; top left), 8 days after plating with puromycin (7 + 8 days in total; top right), 18 days after plating with puromycin (7 + 18 days in total; bottom left) and 18 days after plating without puromycin (7 + 18 days in total; bottom right).
Figure 5Differentiation of the BMP2+ cells to cardiac cells. (a) RT-PCR analysis of the cardiac markers in BMP2+ cells and other controls. (b) Schematic outline of the protocol used to derive cardiomyocytes from BMP2+ cells. (c) The morphology of the contracting EBs. The red arrows indicate the contracile area(s) in that EB. (d) RT-PCR analysis of the representative cardiac markers in 12 day secondary EBs derived by the hanging drop protocol from single cell suspension obtained from seven-day-old primary EBs generated by the protocol outlined in Figure 1 from CGR8 wild-type EBs without puromycin treatment, β-actin puro EGFP EBs and BMP2 EBs with puromycin treatment (videos of the beating clusters in these populations are provided as Additional data files 10-12). (e) Graph showing the relative expression levels of the genes presented in (a) as obtained by Affymetrix analysis. The expression levels of each gene were normalized with its maximum level set as 100%. Each result is an average of three independent experiments (Additional data file 13).
Figure 6Analysis of the vascular and haematopoietic cell gene markers in the BMP2+ cell population. (a) RT-PCR analysis of the BMP2+ cells. (b) Relative expression levels of the genes presented in (a) as obtained by Affymetrix analysis. The expression levels of each gene were normalized with its maximum level set as 100%. Each result is an average of three independent experiments (Additional data file 13). (c) Immunuostainings with anti-pan cytokeratin over the period of time to show the presence of epithelial like cells, from left to right: one day after plating the BMP2+ cells (7 + 1 days in total); 8 days after plating with puromycin (7 + 8 days in total); 18 days after plating with puromycin (7 + 18 days in total); and 11 days after plating without puromycin (7 + 11 days in total).
Figure 7Analysis of osteoblast, chondrocyte and myocyte specific markers in BMP2+ cells. (a) RT-PCR analysis in BMP2+ cells. (b,c) Alizarin stanings on the 18th day after plating the BMP2+ cells (7 + 18 days in total) and 28 days after plating (7 + 28, 35 days in total). (d) Relative expression levels of the genes presented in (a) as obtained by Affymetrix analysis. The expression levels of each gene were normalized with its maximum level set as 100%. Each result is an average of three independent experiments (Additional data file 13).
Figure 8Analysis of adipocyte and macrophage associated markers in BMP2+ cells. (a) RT-PCR analysis of adipocyte specific markers. (b) Relative expression levels of the genes presented in (a) as obtained by Affymetrix analysis. The expression levels of each gene were normalized with its maximum level set as 100%. Each result is an average of three independent experiments (Additional data file 13). (c) Sudan red staining on 11-day-old puromycin untreated culture after plating the BMP2+ cells (7 + 11, 18 days in total). (d) F4/80 immunuostaining on 18-day-old puromycin untreated culture after plating BMP2+ cells (7 + 18, 25 days in total).
Functional annotations (GO, KEGG, Biocarta) enriched in transcripts downregulated* in BMP2+ cells compared to control cells in seven-day-old EBs and to undifferentiated BMP2 ES cells
| Category | Term | Count | |
| GOTERM_BP_5 | DNA metabolism | 15 | 8.4E-5 |
| GOTERM_BP_5 | M phase of mitotic cell cycle | 7 | 5.2E-4 |
| GOTERM_BP_5 | Carboxylic acid metabolism | 11 | 2.8E-3 |
| GOTERM_CC_5 | Chromosome | 9 | 3.8E-3 |
| GOTERM_BP_5 | Biopolymer modification | 22 | 9.4E-3 |
| GOTERM_MF_5 | Pyrophosphatase activity | 10 | 9.5E-3 |
| GOTERM_BP_5 | Amino acid metabolism | 6 | 3.2E-2 |
| GOTERM_BP_5 | Recombinational repair | 2 | 3.9E-2 |
| GOTERM_BP_5 | Cellular protein metabolism | 31 | 4.2E-2 |
| GOTERM_CC_5 | Heterotrimeric G-protein complex | 3 | 4.3E-2 |
| GOTERM_MF_5 | Metalloendopeptidase activity | 4 | 5.0E-2 |
| GOTERM_CC_5 | Chromosome, periventric region | 3 | 5.9E-2 |
| GOTERM_CC_5 | Condensed chromosome | 3 | 6.4E-2 |
| GOTERM_BP_5 | Lipid biosynthesis | 5 | 7.5E-2 |
| KEGG_PATHWAY | Pyruvate metabolism | 3 | 7.7E-2 |
| GOTERM_BP_5 | Steroid biosynthesis | 3 | 8.3E-2 |
| GOTERM_BP_5 | Double-strand break repair | 2 | 8.4E-2 |
| GOTERM_BP_5 | Regulation of smooth muscle contraction | 2 | 8.4E-2 |
| GOTERM_MF_5 | Phosphoric hydrolase activity | 3 | 9.4E-2 |
| GOTERM_MF_5 | AMP binding | 2 | 9.7E-2 |
*Fold change >2, Student's t-test p value < 0.01. Count indicates the number of genes in the functional annotation category. The p value is from gene enrichment in annotation terms calculated by the Fisher's exact t-test.