| Literature DB >> 24520355 |
Hae Young Shin1, Hyosil Kim2, Min Jung Kwon1, Dong Hoon Hwang1, KiYoung Lee2, Byung Gon Kim3.
Abstract
Traumatic spinal cord injury (SCI) often leads to debilitating loss of locomotor function. Neuroplasticity of spinal circuitry underlies some functional recovery and therefore represents a therapeutic target to improve locomotor function following SCI. However, the cellular and molecular mechanisms mediating neuroplasticity below the lesion level are not fully understood. The present study performed a gene expression profiling in the rat lumbar spinal cord at 1 and 3 weeks after contusive SCI at T9. Another group of rats received treadmill locomotor training (TMT) until 3 weeks, and gene expression profiles were compared between animals with and without TMT. Microarray analysis showed that many inflammation-related genes were robustly upregulated in the lumbar spinal cord at both 1 and 3 weeks after thoracic injury. Notably, several components involved in an early complement activation pathway were concurrently upregulated. In line with the microarray finding, the number of microglia substantially increased not only in the white matter but also in the gray matter. C3 and complement receptor 3 were intensely expressed in the ventral horn after injury. Furthermore, synaptic puncta near ventral motor neurons were frequently colocalized with microglia after injury, implicating complement activation and microglial cells in synaptic remodeling in the lumbar locomotor circuitry after SCI. Interestingly, TMT did not influence the injury-induced upregulation of inflammation-related genes. Instead, TMT restored pre-injury expression patterns of several genes that were downregulated by injury. Notably, TMT increased the expression of genes involved in neuroplasticity (Arc, Nrcam) and angiogenesis (Adam8, Tie1), suggesting that TMT may improve locomotor function in part by promoting neurovascular remodeling in the lumbar motor circuitry.Entities:
Mesh:
Year: 2014 PMID: 24520355 PMCID: PMC3919755 DOI: 10.1371/journal.pone.0088215
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Number of animals in each group and at different time points for various experiments.
| Experiment | Group | Survival | ||
| 1 week | 3 week | 8 week | ||
| Behavior assessment | SCI | 8 | ||
| SCI with TMT | 8 | |||
| Microarray | Sham | 3 | ||
| Sham + TMT | 3 | |||
| 1 week injury | 4 | |||
| 3 weeks injury | 4 | |||
| 3 weeks injury + TMT | 4 | |||
| Quantitative RT-PCR | Sham | 4 | ||
| 1 week injury | 4 | |||
| 3 weeks injury | 4 | |||
| 3 weeks injury + TMT | 4 | |||
| Western blot | Sham | 4 | ||
| 1 week injury | 4 | |||
| 3 weeks injury | 4 | |||
| 3 weeks injury + TMT | 4 | |||
| Histological assessment | Sham | 5 | ||
| 3 weeks injury | 5 | |||
| 3 weeks injury + TMT | 5 | |||
SCI: spinal cord injury, TMT: treadmill training.
Primer sequences used for real time RT-PCR.
| Gene | 5' primer (Forward) | 3' primer (Reverse) |
| 18S rRNA |
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| Galectin3 |
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| C3 |
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| C1qa |
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| C1qb |
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| Timp1 |
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| Itgb2 |
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| March6 |
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| Kdm4c |
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| Frg1 |
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| Adam8 |
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| Nrcam |
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| Arc |
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| Tie1 |
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Figure 1Treadmill training promotes locomotor recovery following contusive injury.
Locomotor recovery was assessed by Basso, Beattie, and Bresnahan (BBB) locomotor scoring over the 8-week period after thoracic contusive injury. Animals subjected to treadmill training (TMT) showed enhanced locomotor recovery compared to those without TMT (control group). Arrows indicate the two time points chosen for microarray gene analysis. *, **, and *** indicate p<0.05, p<0.01, and p<0.001, respectively, by Bonferroni post-hoc tests following repeated measures two-way ANOVA. N = 8 animals per group.
Figure 2Gene expression profile changes in the lumbar spinal cord at 1 and 3 weeks after thoracic spinal cord injury.
(A-B) The number of genes differentially expressed (A, upregulated or B, downregulated) at 1 or 3 weeks after injury compared to sham operated animals. Venn diagrams show the total number of differentially expressed genes at 1 (dark gray circle) and 3 weeks (light gray circle) after injury. The number in the area of overlap of the two circles indicates the number of genes whose expression changed at both time points. (C-H) Gene ontology (GO)-based functional enrichment analysis using DAVID software. GO terms significantly (p<0.1) enriched in the following groups of genes are shown on the X-axis; upregulation only at 1 week (C), downregulation only at 1 week (D), upregulation only at 3 week (E), downregulation only at 3 week (F), upregulation at both time points (G), downregulation at both time points (H). Log10- transformed p values are shown on the Y-axis.
Inflammation-related genes that were upregulated by more than 2-fold at both 1 and 3 weeks after SCI.
| Gene symbol | Gene full name | Log2 (fold change) | ||
| 1 week | 3 week | TMT | ||
| Lgals3 | lectin, galactoside-binding, soluble, 3 | 2.53 | 3.41 | 3.34 |
| C3 | complement component 3 | 2.25 | 1.64 | 1.62 |
| Cd68 | Cd68 molecule | 2.20 | 2.61 | 2.58 |
| Cd86 | Cd86 molecule | 2.20 | 2.61 | 1.39 |
| Aif1 | allograft inflammatory factor 1 | 2.13 | 1.73 | 1.77 |
| Timp1 | TIMP metallopeptidase inhibitor 1 | 2.11 | 1.87 | 1.63 |
| Ly86 | lymphocyte antigen 86 | 2.03 | 1.34 | 1.44 |
| Cfh | complement factor H | 1.74 | 1.88 | 1.76 |
| Ptprc | protein tyrosine phosphatase, receptor type, C (CD45) | 1.74 | 1.14 | 1.30 |
| Blnk | B-cell linker (Ly57) | 1.72 | 1.60 | 1.72 |
| Tifab | TRAF-interacting protein with forkhead-associated domain, family member B | 1.66 | 1.16 | 1.35 |
| Csf3r | colony stimulating factor 3 receptor (granulocyte) | 1.63 | 1.30 | 1.42 |
| Hmox1 | heme oxygenase (decycling) 1 | 1.59 | 1.06 | 0.83 |
| Klhl6 | kelch-like family member 6 | 1.53 | 1.04 | 1.01 |
| Pycard | PYD and CARD domain containing | 1.44 | 1.11 | 1.19 |
| C1qb | complement component 1, q subcomponent, B chain | 1.44 | 1.49 | 1.46 |
| Itgal | integrin, alpha L | 1.42 | 1.14 | 1.54 |
| Nckap1l | NCK associated protein 1 like (Hem1) | 1.42 | 1.18 | 1.04 |
| Ptpn6 | protein tyrosine phosphatase, non-receptor type 6 (Shp1) | 1.38 | 1.29 | 1.23 |
| Fcgr2a/2b | Fc fragment of IgG, low affinity lia/b, receptor (CD32) | 1.36 | 1.51 | 1.76 |
| Cd53 | Cd53 molecule | 1.34 | 1.25 | 1.36 |
| C1qa | complement component 1, q subcomponent, A chain | 1.33 | 1.46 | 1.37 |
| C2 | complement component 2 | 1.33 | 1.40 | 1.16 |
| Inpp5d | inositol polyphosphate-5-phosphatase D (Ship1) | 1.26 | 1.21 | 1.16 |
| Csf1r | colony stimulting factor 1 receptor | 1.26 | 1.10 | 1.28 |
| Mall | mal, T-cell differentiation protein-like | 1.18 | 1.37 | 1.41 |
| Anxa3 | annexin A3 | 1.15 | 1.00 | 1.13 |
| Mrc2 | mannose receptor, C type 2 | 1.13 | 1.36 | 1.21 |
| Cyba | cytochrome b-245, alpha polypeptide (p22-phox) | 1.12 | 1.11 | 1.23 |
| C1qc | complement component 1, q subcomponent, C chain | 1.10 | 1.04 | 1.18 |
| Itgb2 | integrin, beta 2 | 1.03 | 1.29 | 1.36 |
| Ifitm1 | interferon induced transmembrane protein 1 | 1.01 | 1.28 | 0.80 |
TMT = treadmill locomotor training.
Figure 3The complement pathway protein-protein interaction network.
Nodes represent proteins and lines represent physical interactions between them. The color of the node indicates the fold-change in gene expression at 3 weeks relative to that in the control sham group. The color of the node border indicates the fold-change in expression at 1 week relative to that in the control sham group. Color scales are shown in the upper right. The fold-changes were log2-transformed and only genes that showed significantly different expressions (p<0.05 by Student’s t-test and absolute fold-change > 1.5) were color-mapped.
Figure 4Validation of microarray data for inflammation-related genes using real time RT-PCR.
(A-F) Quantification graphs of real-time RT-PCR for Lgals (Galectin3) (A), C3 (Complement component 3) (B), C1qa (complement component 1, q subcomponent, A chain) (C), C1qb (complement component 1, q subcomponent, B chain) (D), Itgb2 (integrin, beta 2, complement receptor 3 subunit) (E), and Timp 1 genes (F) in the sham operated group (sham), animals 1 week (1W), 3 weeks (3W) after injury without treadmill training (TMT), and with TMT. N = 4 animals for each group. *, **, and *** represent p<0.05, p<0.01, and p<0.001, respectively, by one way ANOVA followed by Tukey's post-hoc analysis. Error bars represent SEM.
Figure 5Microglia markedly increased in number in the lumbar motor region following thoracic SCI.
(A-C) Representative images of lumbar spinal cord sections stained with an antibody recognizing the microglial marker Iba1 (dark brown) antibody in sham operation (A), at 3 weeks (3W) after injury (B), and at 3W after injury with treadmill training (TMT) (C). Immunostained sections were counterstained with eriochrome cyanine to differentiate the gray matter and white matters. Insets are magnified images of the regions in the white boxes in the ventral gray matter. Scale bars represent 100 µm. (D-F) Representative images of lumbar spinal cord sections colabeled with Iba1 (red) and MAP2 (green) antibodies in sham operation (D), at 3W after injury (E), and at 3W after injury with TMT (F). Note that Iba1 positive microglial cells are frequently associated with MAP2 positive neurons and dendritic neuropil areas. Scale bars represent 20 µm. (G-H) Quantification of stereological counting of Iba1-positive microglial cells in the gray matter (G) and white matter (H) of the lumbar spinal cord. *** represent p<0.001 by one-way ANOVA followed by Tukey's post-hoc analysis. N = 5 for each group. Error bars represent SEM.
Figure 6Involvement of microglial cells in synaptic remodeling in the lumbar motor region following thoracic spinal cord injury.
(A-I) Representative images of transverse spinal cord sections from sham operated animals (A, D, G), animals at 3 weeks (3W) after injury (B, E, H), and animals at 3W after injury with treadmill training (TMT) (C, F, I). (A-C) Sections were stained with antibodies against CD11b (subunit of complement receptor 3). (D-F) Sections were stained with antibodies against C3 (complement component 3). Asterisks indicate cell bodies of ventral motor neurons. (G-I) Representative images of sections colabeled with Iba1 (red) and synaptotagmin (Syn; green). Each image consists of only a single optical plane. Double-labeled punctate signals (yellow) were considered as engulfed synaptic puncta (indicated by white arrows). The diagram inset in (A) shows the approximate location of regions of interest (red-boxed region within the ventral horn) for all the images. All scale bars represent 10 µm. (J) Quantification of the number of colocalized synaptic puncta per microglia. N = 5 animals for each group. *** represents p<0.001 by one-way ANOVA followed by Tukey's post-hoc analysis. Error bars represent SEM.
A list of genes that were regulated by treadmill locomotor training.
| Functional group | Gene symbol | Gene full name |
| Cell communication | Jag1 | jagged1 |
| Odz2 | teneurin transmembrane protein 2 | |
| Ubiquitination & proteosome | March6 | membrane-associated ring finger (C3HC4) 6 |
| Klhdc5 | kelch domain containing 5 | |
| Transcription & epigenetics | Frg1 | FSHD regions gene 1 |
| Kdm4c | lysine (K)-specific demethylase 4C (Jmjd2c) | |
| Metabolism | Glod5 | glyoxalase domain containing 5 |
| Cox6c-ps1 | cytochrome c oxidase subunit VIc, pseudogene | |
| Proliferation | Dis3l2 | DIS3 mitotic control homolog (S. cerevisiae)-like 2 |
| Immune & inflammation | Stat5b | signal transducer and activator of transcription 5B |
| Icoslg | inducible T-cell co-stimulator ligand | |
| Crlf2 | cytokine receptor-like factor 2 | |
| Intracellular signaling | Grb10 | growth factor receptor bound protein 10 |
| Arhgap32 | Rho GTPase activating protein 32 | |
| Arfgef2 | ADP-ribosylation factor guanine nucleotide-exchange factor 2 (brefeldin A-inhibited) | |
| Pde2a | phosphodiesterase 2A, cGMP-stimulated | |
| Farp2 | FERM, RhoGEF and pleckstrin domain protein 2 | |
| Tbc1d10b | TBC1 domain family, member 10b | |
| Raph1 | ras association (RalGDS/AF-6) and pleckstrin homology domains 1 | |
| Fkbp14 | FK506 binding protein 14 | |
| Ppp1r1b | protein phosphatase 1, regulatory (inhibitor) subunit 1B | |
| Transcription & DNA repair | Fubp3 | far upstream element (FUSE) binding protein 3 |
| Usf2 | upstream transcription factor 2, c-fos interacting | |
| Pias1 | protein inhibitor of activated STAT, 1 | |
| Aqr | aquarius homolog (mouse) | |
| Mkl1 | megakaryoblastic leukemia (translocation) 1 | |
| Ints3 | integrator complex subunit 3 | |
| Zfp709 | zinc finger protein 709 | |
| Polb | polymerase (DNA directed), beta | |
| Synapse | Nrcam | neuronal cell adhesion molecule |
| Arc | activity-regulated cytoskeleton-associated protein | |
| Nlgn1 | neuroligin 1 | |
| Gja4 | gap junction protein, alpha 4 (connexin-37) | |
| Metabolism & biosynthesis | Retsat | retinol saturase (all trans retinol 13,14 reductase) |
| Mtmr1 | myotubularin related protein 1 | |
| Slc13a3 | solute carrier family 13 (sodium-dependent dicarboxylate transporter), member 3 | |
| Chst12 | carbohydrate (chondroitin 4) sulfotransferase 12 | |
| Immt | inner membrane protein, mitochondrial | |
| Cyb5a | cytochrome b5 type A (microsomal) | |
| Bckdha | branched chain ketoacid dehydrogenase E1, alpha polypeptide | |
| Bcat1 | branched chain amino acid transaminase 1, cytosolic | |
| Angiogenesis | Adam8 | ADAM metallopeptidase domain 8 |
| Tie1 | tyrosine kinase with immunoglobulin-like and EGF-like domains 1 | |
| Apoptosis | Stk17b | serine/threonine kinase 17b (Drak2) |
| Translation | Gatc | glutamyl-tRNA(Gln) amidotransferase, subunit C |
| Zc3h14 | zinc finger CCCH-type containing 14 | |
| Cytoskeleton | Epb4.1 | erythrocyte protein band 4.1 |
| Capg | capping protein (actin filament), gelsolin-like | |
| Myo1e | myosin 1E | |
| Lysosome | Laptm4a | lysosomal protein transmembrane 4 alpha |
| Ubiquitination & proteosome | Ngly1 | N-glycanase 1 (PNGase) |
| Dcaf8 | DDB1 and CUL4 associated factor 8 (Wdr42a) | |
| Proliferation | Spag5 | sperm associated antigen 5 |
| Neuropeptide | Sst | Somatostatin |
| Undetermined | Dd25 | hypothetical protein Dd25 |
| Samd10 | sterile alpha motif domain containing 10 | |
| Trim26 | tripartite motif-containing 26 | |
| Rnase4 | ribonuclease, RNase A family 4 |
Figure 7Genes downregulated by treadmill training.
(A) Color-coded heatmaps of gene expression levels for genes whose expression was lower with treadmill training (TMT) than without TMT at 3 week after injury. Fold changes in gene expression level relative to the sham group expression level were log2-transformed and color-coded based on the color scale shown at the bottom. Genes were grouped into 4 clusters using a k-means clustering algorithm. The numbers shown at the left side of the heatmaps indicate the cluster indexes to which the genes belong. Genes for which validation data are represented are shown in blue. (B) Expression patterns of genes in each cluster. Gray lines indicate expression levels of individual genes and black lines indicate the average expression level of all genes in the cluster. Numbers on the Y-axis indicate log2-transformed fold changes relative to the expression level in the sham group. (C-E) Graphs of real-time RT-PCR results for genes selected from the list in (A) (shown in blue). N = 4 animals for each group. *, **, and *** represent p<0.05, p<0.01, and p<0.001, respectively, by one-way ANOVA followed by Tukey's post-hoc analysis. Error bars represent SEM.
Figure 8Genes upregulated by treadmill training.
(A) Color-coded heatmaps of gene expression levels for the genes whose expression was higher with treadmill training (TMT) than without TMT at 3 weeks after injury. Fold changes in gene expression level relative to the sham group expression level were log2-transformed and color-coded based on the color scale shown at the bottom. Genes were grouped into 5 clusters using a k-means clustering algorithm. The numbers shown at the left side of heatmaps indicate the cluster indexes to which the genes belong. Genes for which validation data are presented are shown in blue. (B) Expression patterns of genes in each cluster. Gray lines indicate expression levels of individual genes and black lines indicate the average expression level of all genes in the cluster. Numbers on the Y-axis indicate log2-transformed fold changes relative to the expression level in the sham group. (C-F) Graphs of real-time RT-PCR results for genes selected from the list in (A) (shown in blue). N = 4 animals for each group. *, **, and *** represent p<0.05, p<0.01, and p<0.001, respectively, by one-way ANOVA followed by Tukey's post-hoc analysis. Error bars represent SEM.
Figure 9Validation of changes in protein expression from the Arc and Adam8 genes.
(A, C) Representative western blots of Arc (A) and Adam8 (C). β-actin was used to normalize differences in loading amounts. (B, D) Quantification graphs of Arc (B) and Adam8 (D) western blots. Data are presented as fold-changes relative to the normal protein expression level after normalization with β-actin. N = 3 to 4 animals for each group. * and ** represent p<0.05 and p<0.01, respectively, by one-way ANOVA followed by Tukey's post-hoc analysis.