| Literature DB >> 18986532 |
Michael J Mienaltowski1, Liping Huang, Arnold J Stromberg, James N MacLeod.
Abstract
BACKGROUND: Articular cartilage undergoes an important maturation process from neonate to adult that is reflected by alterations in matrix protein organization and increased heterogeneity of chondrocyte morphology. In the horse, these changes are influenced by exercise during the first five months of postnatal life. Transcriptional profiling was used to evaluate changes in articular chondrocyte gene expression during postnatal growth and development.Entities:
Mesh:
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Year: 2008 PMID: 18986532 PMCID: PMC2585085 DOI: 10.1186/1471-2474-9-149
Source DB: PubMed Journal: BMC Musculoskelet Disord ISSN: 1471-2474 Impact factor: 2.362
Primer nucleotide sequences used in RT-qPCR assays for genes described in the study
| Beta-2-microglobulin | B2M | 5-CGGGCTACTCTCCCTGACT-3 | 5-GTGACGTGAGTAAACCTGAACCTT-3 |
| Beta-glucuronidase | GUSB | 5-GCTCATCTGGAACTTTGCTGATTTT-3 | 5-CTGACGAGTGAAGATCCCCTTTT-3 |
| Phosphoglycerate kinase-1 | PGK1 | 5-GTGGCCTCTGGCATACCT-3 | 5-CTGCTCTCAGTGCCACAGT-3 |
| Ribosomal protein, large, P0 | RPLP0 | 5-CTGATTACACCTTCCCACTTGCT-3 | 5-AGCCACAAATGCAGATGGATCA-3 |
| Procollagen, type II, alpha 1 | COL2A1 | 5-CTGGCTTCAAAGGCGAACAAG-3 | 5-GCACCTCTTTTGCCTTCTTCAC-3 |
| Cartilage oligomeric matrix protein | COMP | 5-CGAGCCCGGCATCCA-3 | 5-CCCAGGGCCTGTGGAG-3 |
| Proline-4-hydroxylase, alpha 1 | P4HA1 | 5-CCTGTCCAGTGCTAGTAGGAAAC-3 | 5-CCTGTCCAGTGCTAGTAGGAAAC-3 |
| Transforming growth factor beta-1 | TGFβ1 | 5-CCCTGCCCCTACATTTGGA-3 | 5-TGTACAGGGCCAGGACCTT-3 |
| Transforming growth factor beta receptor 3 | TGFβR3 | 5-ACATCATCGAGTTAATCACCCCAAA-3 | 5-GATCCTTTCGAGAAGGTCTTATGTCA-3 |
| Tenascin-C | TNC | 5-TCAGCCATCACTACCAAGTTCAC-3 | 5-GAACCTCAGTAGCAGTCAAATCTCT-3 |
Figure 1cDNA microarray transcriptional profiling indicates differential gene expression between neonatal and adult articular cartilage. (a) Histomorphometric comparison of isotropic articular cartilage structure in the equine neonate and the anisotropic structure in adults. (b) A p-value histogram of differentially expressed transcripts from the 9,367 element equine-specific cDNA microarray demonstrates that just under 7% of the clones had significance at p < 0.01. (c) A volcano plot of the neonatal versus adult comparison; points above the horizontal black line are transcripts demonstrating differential expression with a significance of p < 0.01. The two vertical black lines correspond to 2-fold up- and down-regulation. Degree of statistical significance is displayed along the vertical axis and expression fold change along the horizontal axis.
EASE analysis of genes with significant fold differences greater than 2
| Cellular Component | Extracellular | 19 | 37 | 258 | 2760 | 3.27E-10 | CHAD, CILP, CLU, COL2A1, COL9A1, COMP, CP, FMOD, FN1, FRZB, GAS6, LOXL2, NID2, PRELP, SERPINA5, SULF1, THSD1, TIMP2, TNC |
| Cellular Component | Extracellular Matrix | 11 | 37 | 101 | 2760 | 3.17E-07 | CHAD, COL2A1, COL9A1, COMP, FMOD, FN1, NID2, PRELP, THSD1, TIMP2, TNC |
| Molecular Function | Extracellular Matrix Structural Constituent | 6 | 40 | 35 | 2830 | 9.16E-05 | CHAD, COL2A1, COL9A1, COMP, FN1, PRELP |
| Biological Process | Skeletal Development | 6 | 38 | 55 | 2780 | 0.00068 | ANKH, COL2A1, COMP, DLX5, FRZB, PRELP |
| Biological Process | Cell Adhesion | 8 | 38 | 151 | 2780 | 0.00315 | COL2A1, COL9A1, COMP, FN1, LOXL2, NID2, THSD1, TNC |
| Cellular Component | Extracellular Space | 5 | 37 | 71 | 2760 | 0.01273 | CP, FN1, LOXL2, SERPINA5, SULF1 |
| Biological Process | Development | 11 | 38 | 410 | 2780 | 0.03681 | ANKH, BOC, CLU, COL2A1, COL9A1, COMP, DLX5, FRZB, LOXL2, PRELP, TGFBR3 |
| Biological Process | Heparan Sulfate Proteoglycan Metabolism | 2 | 38 | 5 | 2780 | 0.06484 | HS3ST3A1, SULF1 |
| Biological Process | Acute-phase Response | 2 | 38 | 6 | 2780 | 0.07731 | FN1, SERPINA5 |
| Molecular Function | Scavenger Receptor Activity | 2 | 40 | 6 | 2830 | 0.07996 | KIAA1822, LOXL2 |
| Biological Process | Organogenesis | 7 | 38 | 231 | 2780 | 0.08131 | ANKH, COL2A1, COL9A1, FRZB, PRELP |
| Molecular Function | Transmembrane Receptor Activity | 5 | 40 | 122 | 2830 | 0.08470 | FRZB, KIAA1822, LOXL2, PDGFRL, TNC |
| Molecular Function | Receptor Activity | 7 | 40 | 233 | 2830 | 0.09626 | FRZB, KIAA1822, LOXL2, NR1D2, PDGFRL, TGFBR3, TNC |
"GO System" represents the major ontological system (i.e., cellular component, biological process, or molecular function). "Gene category" is a descriptive term shared by a group of genes. "List hits" are the numbers of differentially abundant transcripts that belong to the gene category. "List total" is the number of differentially expressed genes within the corresponding cellular component, biological process, or molecular function system. "Population hits" represent the total number of genes found on the microarray possessing that specific gene category annotation (e.g., extracellular, skeletal development, etc.). "Population Total" represents the total number of genes found on the microarray possessing that GO system annotation. "EASE score" is a measure of overrepresentation that scales the results of a statistical analysis (Fisher's exact test) by biasing against categories supported by few genes. Gene symbols of differentially expressed probe sets represented for each gene category are given in the last column.
Cartilage matrix proteins and modifying enzymes upregulated in neonatal cartilage relative to adult cartilage
| Procollagen, type II alpha 1 | COL2A1 | 2.77 | 0.0161 | |
| 2.31 | 0.0454 | |||
| 7.86 | 0.0037 | |||
| 3.74 | 0.0059 | |||
| 2.62 | 0.0503 | |||
| 2.70 | 0.0557 | |||
| 2.68 | 0.0402 | |||
| 2.64 | 0.0546 | |||
| 3.43 | 0.0192 | |||
| 2.72 | 0.0488 | |||
| 2.43 | 0.0758 | |||
| 2.93 | 0.0246 | |||
| 2.19 | 0.0310 | |||
| 1.75 | 0.0055 | |||
| 2.68 | 0.0447 | |||
| 8.10 | 0.0040 | |||
| Procollagen, type IX | COL9A1 | 4.61 | 0.0029 | |
| 6.70 | 0.0108 | |||
| COL9A2 | 2.11 | 0.0304 | ||
| COL9A3 | 1.93 | 0.0083 | ||
| 1.41 | 0.0889 | |||
| Lysyl oxidase-like 2 | LOXL2 | 2.98 | 0.0051 | |
| 2.52 | 0.0033 | |||
| Nidogen-2 | NID2 | 2.71 | 0.0003 | |
| 2.31 | 0.0037 | |||
| Proline 4-hydroxylase, alpha 1 | P4HA1 | 2.38 | < 0.0001 | |
| 2.23 | < 0.0001 | |||
| Tenascin-C | TNC | 4.81 | 0.0043 | |
| 2.74 | 0.0430 | |||
| 2.25 | 0.0715 | |||
| 3.09 | 0.0062 | |||
| 2.39 | 0.0016 | |||
| 4.72 | 0.0054 | |||
Gene Name & Gene Symbol: gene identity of best BLAST match homologue to cDNA or plasmid; GenBank ID: Accession number of equine cDNA spotted on the microarray; Fold Change (N/A): Relative Neonate/Adult fold change; p-value: one-sample t-test p-value for probe across the four biological replicates in the total sample set.
Cartilage matrix proteins and modifying enzymes upregulated in adult cartilage relative to neonatal cartilage
| Cartilage intermediate layer protein | CILP | 5.96 | 0.0102 | |
| 7.83 | 0.0042 | |||
| Cartilage oligomeric matrix protein | COMP | 2.53 | 0.0036 | |
| 2.25 | 0.0014 | |||
| 2.09 | 0.0164 | |||
| 2.63 | 0.0041 | |||
| 2.43 | 0.0035 | |||
| 2.29 | 0.0038 | |||
| Fibronectin | FN1 | 4.65 | 0.0075 | |
| 3.35 | 0.0192 | |||
| 3.86 | 0.0313 | |||
| 4.18 | 0.0024 | |||
| 4.62 | 0.0017 | |||
| 1.31 | 0.1717 | |||
| peFN840 | 6.03 | 0.0013 | ||
| peFN-C1 | 7.24 | 0.0018 | ||
| Frizzled-related protein | FRZB | 3.53 | 0.0159 | |
| 3.82 | 0.0227 | |||
| 2.70 | 0.0015 | |||
| Heparan sulfate 3-O-sulfotransferase 3A1 | HS3ST3A1 | 2.61 | 0.0061 | |
| Matrix metalloproteinase 1 (collagenase) | MMP1 | peMMP1 | 4.61 | 0.0080 |
| Nexin-1 | PN-1 | 2.27 | 0.0071 | |
| Procollagen C-endopeptidase enhancer 2 | PCOLCE2 | 4.63 | 0.0041 | |
| 2.08 | 0.0036 | |||
| 1.89 | 0.0013 | |||
| 4.64 | 0.0322 | |||
| 4.31 | 0.0038 | |||
| Serine proteinase inhibitor, clade A, member 5 | SERPINA5 | 3.27 | 0.0038 | |
| Sulfatase 1 | SULF1 | 2.83 | 0.0043 | |
| Tissue inhibitor of metallopeptidase 2 | TIMP2 | 4.48 | 0.0050 | |
Gene Name & Gene Symbol: gene identity of best BLAST match homologue to cDNA or plasmid; GenBank ID: Accession number of equine cDNA spotted on the microarray (†: some IDs represent plasmid designation); Fold Change (A/N): Relative Adult/Neonate fold change; p-value: one-sample t-test p-value for probe across the four biological replicates in the total sample set.
Transcriptional profiles of growth factors present on equine cDNA microarray
| Bone morphogenetic protein 2 | BMP2 | 6 | 0.99 | 0 | 1 |
| Bone morphogenetic protein 4 | BMP4 | 1 | 0.81 | 0 | 0 |
| Bone morphogenetic protein 6 | BMP6 | 1 | 0.79 | 0 | 0 |
| Bone morphogenetic protein receptor 1a | BMPR1A | 1 | 0.91 | 0 | 0 |
| Bone morphogenetic protein receptor 2 | BMPR2 | 2 | 0.73 | 0 | 0 |
| Connective tissue growth factor | CTGF | 1 | 0.82 | 0 | 0 |
| Fibroblast growth factor 2 | FGF2 | 2 | 0.76 | 0 | 2 |
| Fibroblast growth factor 18 | FGF18 | 1 | 1.03 | 0 | 0 |
| Fibroblast growth factor receptor 1 | FGFR1 | 2 | 0.97 | 0 | 0 |
| Fibroblast growth factor receptor 2 | FGFR2 | 3 | 0.59 | 0 | 2 |
| Fibroblast growth factor receptor 3 | FGFR3 | 2 | 0.74 | 0 | 2 |
| Fibroblast growth factor receptor-like 1 | FGFRL1 | 4 | 0.84 | 1 | 2 |
| Growth differentiation factor 5 | GDF5 | 1 | 0.90 | 1 | 1 |
| Growth differentiation factor 6 | GDF6 | 1 | 1.07 | 1 | 1 |
| Growth differentiation factor 10 | GDF10 | 2 | 0.74 | 0 | 1 |
| Insulin-like growth factor 1 | IGF1 | 1 | 0.89 | 0 | 1 |
| Insulin-like growth factor receptor 1 | IGFR1 | 2 | 0.86 | 0 | 0 |
| Insulin-like growth factor 2 receptor | IGF2R | 1 | 1.12 | 0 | 1 |
| Insulin-like growth factor binding protein 4 | IGFBP4 | 1 | 0.83 | 0 | 0 |
| Insulin-like growth factor binding protein 5 | IGFBP5 | 3 | 1.05 | 1 | 1 |
| Insulin-like growth factor binding protein 6 | IGFBP6 | 1 | 0.78 | 0 | 0 |
| Insulin-like growth factor binding protein 7 | IGFBP7 | 3 | 0.85 | 0 | 1 |
| Transforming growth factor β1 | TGFβ1 | 2 | 1.11 | 0 | 0 |
| Transforming growth factor β1-like 1 | TGFβ1L1 | 2 | 0.98 | 0 | 0 |
| Transforming growth factor β2 | TGFβ2 | 5 | 0.96 | 0 | 1 |
| Transforming growth factor β3 | TGFβ3 | 2 | 0.86 | 0 | 0 |
| Transforming growth factor β receptor 1 | TGFβR1 | 1 | 0.73 | 0 | 0 |
| Transforming growth factor β receptor 2 | TGFβR2 | 1 | 0.70 | 0 | 0 |
| Transforming growth factor β receptor associated protein 1 | TGFβRAP1 | 1 | 0.91 | 0 | 0 |
Gene Name & Gene Symbol: gene identity of best BLAST match homologue to cDNA or plasmid; Total probe sets: Number of probe sets on the microarray representing the gene based on best BLAST match results; Median Fold Difference (N/A): Relative median Neonate/Adult fold change (bold represents fold difference > 2); Probe sets with p < 0.01 or 0.05: number of probe sets for each gene meeting these criteria by one-sample t-test.
Figure 2RT-qPCR measurement of differential gene expression. Quantification of transcript abundance indicates significant up-regulation of COMP (b) and TGFβR3 (e) gene expression in adult articular cartilage relative to neonatal articular cartilage. In contrast, gene expression for COL2A1 (a), P4HA1 (c), and TNC (d) are significantly up-regulated in neonatal articular cartilage relative to adult articular cartilage. Expression of TGFβ1 (f) was not significantly different between neonatal and adult samples. The RT-qPCR data for all six target genes confirm the results of microarray hybridization experiments. Data are presented as box and whisker plots indicating lowest value, first (0.25) quartile, median, third quartile (0.75), and highest value. Mathematical means of expression are indicated below each age group, and mean fold differences for each target gene are also given numerically as "Mean FC" under the abscissa. ** (p < 0.01).