| Literature DB >> 24171898 |
Dessislava Z Markova, Christopher K Kepler, Sankar Addya, Hallie B Murray, Alexander R Vaccaro, Irving M Shapiro, D Greg Anderson, Todd J Albert, Makarand V Risbud.
Abstract
INTRODUCTION: Despite many advances in our understanding of the molecular basis of disc degeneration, there remains a paucity of preclinical models which can be used to study the biochemical and molecular events that drive disc degeneration, and the effects of potential therapeutic interventions. The goal of this study is to characterize global gene expression changes in a disc organ culture system that mimics early nontraumatic disc degeneration.Entities:
Mesh:
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Year: 2013 PMID: 24171898 PMCID: PMC3978582 DOI: 10.1186/ar4301
Source DB: PubMed Journal: Arthritis Res Ther ISSN: 1478-6354 Impact factor: 5.156
Primers used for real-time RT-PCR.
| Target genes | Sequence ( 5' to 3') | Size (bp) |
|---|---|---|
| 175 | ||
| 101 | ||
| 147 | ||
| 160 | ||
| 80 | ||
| 109 | ||
| 80 | ||
| 139 |
F, forward primer; R, reverse primer.
Figure 1(A) Schematic showing disc organ culture setup. Culturing discs under low pO2, in hyperosmolar, nutritionally limiting media with exposure to proinflammatory cytokines mimics the molecular changes characteristic of disc degeneration. (B) Microarray analysis of rat discs treated with TNF-α and IL-1β for 10 days. The heat map displays gene expression patterns of 1,036 genes after treatment. The relative levels of gene expression are depicted with a color scale, where blue represents the lowest and red represents the highest level of expression. (C) Volcano plot of microarray data depicting the significant differences (P < 0.05) in expression patterns between the control (Ctr.) and experimental (Exp.) groups, where the red plots represent a 1.5-fold or more difference in expression patterns between the two groups. (D) Pie chart showing differentially expressed genes based on major molecular and cellular functions. The total numbers of genes associated with each specific function are listed. Note that some genes may have multiple functions and can be classified in several categories (see Table 2), N = 4 independent experiments.
Differentially expressed genes based on major molecular and cellular functions.
|
|
|
| |
|---|---|---|---|
| 1 | Cellular movement | 138 | 1.27E-24 -1.02E-03 |
| 2 | Cellular growth and proliferation | 180 | 1.05E-17 - 5.73E-04 |
| 3 | Cell death | 139 | 1.09E-12 - 9.48E-04 |
| 4 | Cellular development | 156 | 6.5E-10 - 9.63E-04 |
| 5 | Cell Cycle | 73 | 9.3E-10 - 8.75E-04 |
Figure 2(A-B) Diagrams illustrating genes with the highest upregulation (A) and downregulation (B) in expression between the experimental (Exp.) and control (Ctr.) discs. (C-E) Quantitative RT-PCR confirms the changes in gene expression identified by microarray analysis between the Ctr. and Exp. discs. Quantitative PCR expression levels were normalized to hypoxanthine phosphoribosyltransferase 1 (Hprt1) and shown relative to the Ctr., N = 3 independent experiments. (F) Western blot analysis of rat nucleus pulposus (NP) tissue lysates shows an increase in expression of Syndecan-4 (SDC4) and a decrease in expression of Keratin 19 (KRT19) in the experimental group, N = 3 independent experiments.
Top 10 molecules which demonstrated the highest upregulation and downregulation in treated discs.
|
|
|
|
|---|---|---|
| ORM1/ORM2 | Orosomucoid 1 | 31.714 |
| CCL20 | Chemokine (C-C motif) ligand 20 | 24.260 |
| TFPI2 | Tissue factor pathway inhibitor 2 | 23.074 |
| IL6 | Interleukin 6 | 21.493 |
| MMP3 | Matrix metallopeptidase 3 | 21.267 |
| CYP7B1 | Cytochrome P450, family 7, subfamily b, | 20.756 |
| ADAMTS5 | ADAM metallopeptidase with thrombospondin type 1 motif, 5 | 19.843 |
| LCN2 | Lipocalin 2 | 18.146 |
| PTGES | Prostaglandin E | 15.958 |
| INHBA | Inhibin beta-A | 15.593 |
| KRT19 | Keratin 19 | -26.767 |
| ASPN | Asporin | -17.890 |
| KRT8 | Keratin 8 | -14.161 |
| IBSP | Integrin-binding sialoprotein | -12.914 |
| COL1A2 | Collagen, type I, alpha 2 | -10.794 |
| Lyz1/Lyz2 | Lysozyme | -8.718 |
| H19 | Imprinted maternally expressed transcript | -8.222 |
| COL1A1 | Collagen, type I, alpha 1 | -7.395 |
| IGF1 | Insulin-like growth factor 1 | -6.578 |
| CRYAB | Crystallin, alpha B | -6.199 |
Figure 3Functional gene networks identified using Ingenuity Pathway Analysis (IPA) from differentially expressed genes between the control and treated discs. (A) Network-1: cell death, cell cycle, and DNA replication, recombination, and repair (score 31). (B) Network-2: cellular growth and proliferation, tissue development, and cancer (score 27). Node color indicates degree of overexpression (red) and the degree of downregulation (green). Colored nodes represent genes of focus, whereas genes in uncolored nodes were not identified as being differentially expressed and were consequently integrated into the networks based on information in the IPA database.
Figure 4Functional gene networks identified using Ingenuity Pathway Analysis (IPA) from differentially expressed genes between the control and treated discs. (A) Network-3: cellular development, hematological system development and function, and hematopoiesis (score 27). (B) Network-4: carbohydrate metabolism and protein synthesis (score 16).
Figure 5Functional gene networks identified using Ingenuity Pathway Analysis (IPA) from differentially expressed genes between the control and experimental discs. (A) Network-5: cellular movement, immune cell trafficking, and cell-to-cell signaling and interaction (score 24).