| Literature DB >> 17540039 |
Bo Ram Lee1, Heebal Kim, Tae Sub Park, Sunjin Moon, Seoae Cho, Taesung Park, Jeong Mook Lim, Jae Yong Han.
Abstract
BACKGROUND: The embryonic developmental process in avian species is quite different from that in mammals. The first cleavage begins 4 h after fertilization, but the first differentiation does not occur until laying of the egg (Eyal-Giladi and Kochav (EK) stage X). After 12 to 13 h of incubation (Hamburger and Hamilton (HH) stage 3), the three germ layers form and germ cell segregation in the early chick embryo are completed. Thus, to identify genes associated with early embryonic development, we compared transcript expression patterns between undifferentiated (stage X) and differentiated (HH stage 3) embryos.Entities:
Mesh:
Year: 2007 PMID: 17540039 PMCID: PMC1894632 DOI: 10.1186/1471-213X-7-60
Source DB: PubMed Journal: BMC Dev Biol ISSN: 1471-213X Impact factor: 1.978
Figure 1Plot of correlation matrix between all pairs. The ellipse represents a level curve of the density of a bivariate normal with the matching correlation that shows the group variances are higher than the within variances. Each sample was performed in triplicate.
Figure 2Clustering result of the microarray experiment. Clustering is conducted from the normalized expression data of all probes. Each row represents the relative gene expression of a single gene. Each column represents a sample. High expression relative to mean are colored red, and low expression relative to mean are colored green, and Black represents mean expression levels of the experiment. The clustering result is displayed by using TreeView software.
List of the up-regulated genes in stage X embryo from microarray data
| # | GeneChip Probe Set ID | Gene Title | GO Molecular Function Descriptiona | log2 FCb |
| 1 | Gga.11040.1.S1_at | similar to hypothetical protein BC009518 | NA | 1.208 |
| 2 | Gga.12503.2.S1_at | Nucleoredoxin | electron carrier activity | 1.874 |
| 3 | Gga.13029.1.S1_at | Finished cDNA, clone ChEST43l14 | NA | 1.561 |
| 4 | Gga.14754.1.S1_at | death associated transcription factor 1 | cation binding, metal ion binding | 1.514 |
| 5 | Gga.16489.1.S1_at | Finished cDNA, clone ChEST769a21 | NA | 1.111 |
| 6 | Gga.17114.2.S1_a_at | Finished cDNA, clone ChEST485a9 | NA | 1.675 |
| 7 | Gga.8833.1.S1_at | Transcribed locus | NA | 2.036 |
| 8 | GgaAffx.10043.1.S1_at | similar to Topoisomerase I binding, arginine/serine-rich | Catalytic activity | 1.498 |
| 9 | GgaAffx.11175.1.S1_at | similar to 12-transmembrane domain co-transporter Ce11 | Catalytic activity | 1.561 |
| 10 | GgaAffx.11653.1.S1_s_at | serine/threonine kinase 17b (apoptosis-inducing) | purine nucleotide binding, transferase activity, transferring phosphorus-containing groups | 1.795 |
| 11 | GgaAffx.21832.1.S1_s_at | fibroblast growth factor 13 | Growth factor activity | 1.822 |
| 12 | GgaAffx.2367.1.S1_at | NA | NA | 1.775 |
| 13 | GgaAffx.4101.1.S1_at | similar to transmembrane protein 20 | NA | 1.600 |
| 14 | GgaAffx.4973.2.S1_s_at | similar to TNF receptor-associated factor 6 | protein binding/zinc ion binding | 2.174 |
| 15 | GgaAffx.5963.1.S1_at | similar to RIKEN cDNA C030048B08 | nucleotide binding | 1.072 |
| 16 | GgaAffx.8887.1.S1_s_at | similar to VANIN 3 | hydrolase activity, acting on carbon-nitrogen (but not peptide) bonds | 2.237 |
| 17 | GgaAffx.9105.1.S1_at | similar to Stromal interaction molecule 2 precursor | catalytic activity/scavenger receptor activity | 1.649 |
| 18 | GgaAffx.9296.3.S1_s_at | similar to RNA polymerase II elongation factor ELL2 | catalytic activity | 1.404 |
| 19 | Gga.17330.1.S1_at | splicing factor, arginine/serine-rich 15 | nucleotide binding/nucleic acid binding | 2.583 |
| 20 | Gga.318.1.S1_at | potassium intermediate/small conductance calcium-activated channel, subfamily N, member 2 | alpha-type channel activity, calmodulin binding, cation transporter activity, ion channel activity | 2.368 |
| 21 | Gga.4401.1.S1_a_at | prostaglandin-endoperoxide synthase 2 | cation binding, dioxygenase activity, metal ion binding, oxidoreductase activity, acting on peroxide as acceptor | 3.314 |
| 22 | GgaAffx.20623.1.S1_s_at | LOC420789 | NA | 2.979 |
| 23 | GgaAffx.7728.1.S1_at | similar to velo1 | NA | 2.594 |
| 24 | GgaAffx.10088.2.A1_at | similar to hypothetical protein MGC46520 | serine-type endopeptidase activity | 0.199 |
| 25 | Gga.9919.1.S1_at | similar to pre-mRNA splicing factor SF3b 155 kDa subunit | Catalytic activity | 0.458 |
| 26 | Gga.550.1.S1_at | gamma-aminobutyric acid (GABA) A receptor, alpha 6 | alpha-type channel activity, ion channel activity, neurotransmitter receptor activity, transmembrane receptor activity | 0.513 |
| 27 | GgaAffx.6386.1.S1_at | similar to Ubiquitin ligase protein RNF8 | protein binding/zinc ion binding | 0.835 |
aGene transcripts were classified using NetAffx analysis tool provided by the Affymetrix.
bLog2 fold changes calculated from the microarray data (right column) are indicated. Log2FC > 1 indicates that gene expression at stage X was up-regulated more than twice than that at HH stage 3. NA is not annotated from NetAffx analysis tool.
List of the up-regulated genes in HH stage 3 embryo from microarray data
| # | GeneChip Probe Set ID | Gene Title | GO Molecular Function Descriptiona | log2 FCb |
| 1 | GgaAffx.21413.1.S1_s_at | Finished cDNA, clone ChEST629c13 | NA | -2.001 |
| 2 | Gga.7813.1.S1_at | Finished cDNA, clone ChEST148d1 | NA | -1.592 |
| 3 | Gga.8314.1.S1_at | Transcribed locus | NA | -1.523 |
| 4 | Gga.12166.1.S1_at | zinc finger homeobox 1b | nucleic acid binding/transcription factor activity/catalytic activity/zinc ion binding/sequence-specific DNA binding | -1.474 |
| 5 | Gga.19405.1.S1_at | Finished cDNA, clone ChEST666e20 | NA | -1.318 |
| 6 | GgaAffx.9643.1.S1_at | proprotein convertase PC6 | subtilase activity | -1.285 |
| 7 | Gga.16092.1.S1_at | Finished cDNA, clone ChEST357i21 | NA | -1.203 |
| 8 | GgaAffx.21109.1.S1_s_at | Finished cDNA, clone ChEST172i5 | guanyl-nucleotide exchange factor activity | -1.084 |
| 9 | Gga.13785.1.S1_at | heterogeneous nuclear ribonucleoprotein L-like | NA | -1.082 |
| 10 | Gga.18924.1.S1_at | Finished cDNA, clone ChEST628k5 | NA | -0.973 |
| 11 | Gga.15987.1.S1_at | Finished cDNA, clone ChEST481o6 | NA | -0.662 |
| 12 | GgaAffx.11516.1.S1_s_at | similar to septin 2 | nucleotide binding/GTP binding/ATP binding | -0.650 |
| 13 | Gga.12446.1.S1_s_at | staufen, RNA binding protein (Drosophila) | double-stranded RNA binding | -0.391 |
aGene transcripts were classified using NetAffx analysis tool provided by the Affymetrix.
bLog2 fold changes calculated from the microarray data (right column) are indicated. Log2FC < -1 indicates that gene expression at stage X was down-regulated more than twice than that at HH stage 3. NA is not annotated from NetAffx analysis tool.
List of the primer pairs for quantitative RT-PCR. Twenty-three genes were selected as being up-regulated in stage X embryo from microarray data
| # | GeneChip Probe Set ID | Gene Title | Forward | Reverse |
| 1 | Gga.11040.1.S1_at | similar to hypothetical protein BC009518 | tgctggtcaacttatgccac | gcactggaactgaaatgctg |
| 2 | Gga.12503.2.S1_at | Nucleoredoxin | gcagaacaaggtggtggg | gtggtcggaggagatgaaga |
| 3 | Gga.13029.1.S1_at | Finished cDNA, clone ChEST43l14 | tgcccttcatacctcctgac | catttattcttccaccccca |
| 4 | Gga.14754.1.S1_at | death associated transcription factor 1 | gacaaagcagcagagcacac | gcacccaaactggaagatg |
| 5 | Gga.16489.1.S1_at | Finished cDNA, clone ChEST769a21 | gaatcggtgtgtgacttggtt | tctccaacttccacagcaca |
| 6 | Gga.17114.2.S1_a_at | Finished cDNA, clone ChEST485a9 | gtttcccttcccaacaggag | aaaagcccctctgattcca |
| 7 | Gga.8833.1.S1_at | Transcribed locus | agggcggctttttcagatac | ttgctttttgctctcctcatc |
| 8 | GgaAffx.10043.1.S1_at | similar to Topoisomerase I binding, arginine/serine-rich | catcttccttcctggggact | ctgcctgtgcttcttgactg |
| 9 | GgaAffx.11175.1.S1_at | similar to 12-transmembrane domain co-transporter Ce11 | agccttcagagagcagcaac | ttggagaacacaaagacccc |
| 10 | GgaAffx.11653.1.S1_s_at | serine/threonine kinase 17b (apoptosis-inducing) | atgcttgaacagaaaacggg | ttgaacttagaaagggggca |
| 11 | GgaAffx.21832.1.S1_s_at | fibroblast growth factor 13 | acagcaggcaaggataccac | aagacccaaataccaacccc |
| 12 | GgaAffx.2367.1.S1_at | NA | gaacctgtaaccccgaatga | ctttccttttccgatttccc |
| 13 | GgaAffx.4101.1.S1_at | similar to transmembrane protein 20 | tgattctcctctactatgctttcca | tcccaaacgctgtatttttctt |
| 14 | GgaAffx.4973.2.S1_s_at | similar to TNF receptor-associated factor 6 | atttgagcctgccctcttct | tgtgagtgttttgcgtctcc |
| 15 | GgaAffx.5963.1.S1_at | similar to RIKEN cDNA C030048B08 | tccaagaaaccagggagaag | tgactgtgattgccagaagg |
| 16 | GgaAffx.8887.1.S1_s_at | similar to VANIN 3 | gaagggaaactggtggctc | cagaaagggcaagacattca |
| 17 | GgaAffx.9105.1.S1_at | similar to Stromal interaction molecule 2 precursor | gggtagttatgccccgagtt | ccagtgtgcttggaggtttt |
| 18 | GgaAffx.9296.3.S1_s_at | similar to RNA polymerase II elongation factor ELL2 | accaccagcaccagtcattt | gcttcttgttcatcagggga |
| 19 | Gga.17330.1.S1_at | splicing factor, arginine/serine-rich 15 | ggagccctctcaagtcactg | tgaccggagactgagctttt |
| 20 | Gga.318.1.S1_at | potassium intermediate/small conductance calcium-activated channel, subfamily N, member 2 | catcttgctcggactcatca | gcgtaagaaaaggcaagtcg |
| 21 | Gga.4401.1.S1_a_at | prostaglandin-endoperoxide synthase 2 | tgcaacgatatggctgagag | gggtgccagtggtacagagt |
| 22 | GgaAffx.20623.1.S1_s_at | LOC420789 | tgttgaagcatacttccctt | cttgcctcttcatttgattc |
| 23 | GgaAffx.7728.1.S1_at | similar to velo1 | accagtcccagagaacatgg | gtgattttgcccgttgactt |
NA is not annotated from NetAffx analysis tool.
List of the primer pairs for quantitative RT-PCR. Thirteen genes were selected as being up-regulated in Hamburg and Hamilton (HH) stage 3 embryo from microarray data.
| # | GeneChip Probe Set ID | Gene Title | Forward | Reverse |
| 1 | GgaAffx.21413.1.S1_s_at | Finished cDNA, clone ChEST629c13 | cccagtcccagtgtttgagt | acaagcgatgaaagaaagcc |
| 2 | Gga.7813.1.S1_at | Finished cDNA, clone ChEST148d1 | cagcacacagaaatgggaga | ctgaagaagcacacagcagg |
| 3 | Gga.8314.1.S1_at | Transcribed locus | tgtcataaacggggaaaagtg | gctgaaagagactgtgataaaccatac |
| 4 | Gga.12166.1.S1_at | zinc finger homeobox 1b | aagtcgagtgcaattcgtaca | tggactaaaggggcagttca |
| 5 | Gga.19405.1.S1_at | Finished cDNA, clone ChEST666e20 | tgctctgtccttcttctgcc | ccccaaccatctctccagt |
| 6 | GgaAffx.9643.1.S1_at | proprotein convertase PC6 | tcttcttcaactgcctgcct | gaacaccgtccttcgtcact |
| 7 | Gga.16092.1.S1_at | Finished cDNA, clone ChEST357i21 | ttggcaggaaggaagacaag | gcaactctacgaactggctg |
| 8 | GgaAffx.21109.1.S1_s_at | Finished cDNA, clone ChEST172i5 | ggttggaatcttgtggcagt | gcttgttggtcggtcttctc |
| 9 | Gga.13785.1.S1_at | heterogeneous nuclear ribonucleoprotein L-like | gctttcatcaggttaatgttgc | catgctaatgcaaacggaaa |
| 10 | Gga.18924.1.S1_at | Finished cDNA, clone ChEST628k5 | accacaggcagtacggctac | ccccaaggaaaatttaaaacg |
| 11 | Gga.15987.1.S1_at | Finished cDNA, clone ChEST481o6 | tcataccagtctcaagcaggg | tccttcattcctcactcaaaca |
| 12 | GgaAffx.11516.1.S1_s_at | similar to septin 2 | acttccgttcagagaggctg | agcacccgtccacttagaga |
| 13 | Gga.12446.1.S1_s_at | staufen, RNA binding protein (Drosophila) | ccgcagattgattttccttg | acttgcaaggctatcgtgct |
Figure 3Quantification of the relative expression of the 23 genes selected as being up-regulated in stage X embryo compared to Hamburg and Hamilton (HH) stage 3. Quantitative RT-PCR was conducted at stage X (0 h), HH stage 3 (12 h), HH stage 6 (24 h), and HH stage 9 (30 h) embryos. The relative quantification of gene expression was analyzed by the 2-ΔΔCt method. NA is not annotated from NetAffx analysis tool.
Figure 4Quantification of the relative expression of the 13 genes selected as being up-regulated in Hamburg and Hamilton (HH) stage 3 embryo compared to stage X. Quantitative RT-PCR was conducted at stage X (0 h), HH stage 3 (12 h), HH stage 6 (24 h), HH stage 9 (30 h) embryos. The relative quantification of gene expression was analyzed by the 2-ΔΔCt method.
Figure 5Hierarchical clustering of differentially expressed genes analyzed by quantitative RT-PCR. Based on the microarray analysis, the 23 genes selected as being up-regulated at stage X and the 13 genes selected as being up-regulated at HH stage 3 were confirmed by quantitative RT-PCR at stage X (0 h), HH stage 3 (12 h), HH stage 6 (24 h), and HH stage 9 (30 h). Most (91.7%, 33/36) of genes were consistent with results as shown of microarray data analysis. Color indicates the relative expression levels of each gene, with red indicating higher expression, green indicating negative expression. Black represents a control group that is normalized for the relative quantification of gene expression. Four genes with less than twofold expression increase at HH stage 3 were indicated (≸). NA is not annotated from NetAffx analysis tool.