| Literature DB >> 29167507 |
Crystal Naudin1,2,3, Brian Smith4, Danielle R Bond1,2, Matthew D Dun1,2, Rodney J Scott1,2,5, Leonie K Ashman1,2, Judith Weidenhofer1,2, Séverine Roselli6,7.
Abstract
In humans and FVB/N mice, loss of functional tetraspanin CD151 is associated with glomerular disease characterised by early onset proteinuria and ultrastructural thickening and splitting of the glomerular basement membrane (GBM). To gain insight into the molecular mechanisms associated with disease development, we characterised the glomerular gene expression profile at an early stage of disease progression in FVB/N Cd151 -/- mice compared to Cd151 +/+ controls. This study identified 72 up-regulated and 183 down-regulated genes in FVB/N Cd151 -/- compared to Cd151 +/+ glomeruli (p < 0.05). Further analysis highlighted induction of the matrix metalloprotease MMP-10 and the extracellular matrix protein mindin (encoded by Spon2) in the diseased FVB/N Cd151 -/- GBM that did not occur in the C57BL/6 diseased-resistant strain. Interestingly, mindin was also detected in urinary samples of FVB/N Cd151 -/- mice, underlining its potential value as a biomarker for glomerular diseases associated with GBM alterations. Gene set enrichment and pathway analysis of the microarray dataset showed enrichment in axon guidance and actin cytoskeleton signalling pathways as well as activation of inflammatory pathways. Given the known function of mindin, its early expression in the diseased GBM could represent a trigger of both further podocyte cytoskeletal changes and inflammation, thereby playing a key role in the mechanisms of disease progression.Entities:
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Year: 2017 PMID: 29167507 PMCID: PMC5700190 DOI: 10.1038/s41598-017-15993-3
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Significant gene expression differences between FVB/N Cd151 −/− and Cd151 +/+ glomeruli.
| Gene name ( | FDR | Fold change ( |
|---|---|---|
| Tetraspanin Cd151 ( | 0 | Abolished (0.000) |
| Tetraspanin 32 ( | 0 | Abolished (0.001) |
| Spondin 2 or mindin ( | 0 | 5.484 (0.002) |
| TNF receptor superfamily 22 ( | 0 | −3.361 (0.003) |
| Growth & developmental factor 5 ( | 0 | −5.331 (0.000) |
| Fucose mutarotase, FucU ( | 0 | −19.367 (0.001) |
| Dihydrouridine synthase 3-like ( | 0 | −1.394 (0.002) |
| Cerebellar degeneration-related 2 ( | 0.125 | −1.433 (0.003) |
| ADP-ribosylation factor 4-like ( | 0.125 | −1.591 (0.001) |
| Deoxyhypusine synthase ( | 0.125 | −1.179 (0.003) |
| Ephrin receptor B1 ( | 0.146 | −1.892 (0.003) |
| Cell cycle-related kinase ( | 0.146 | −1.334 (0.000) |
| Phosphofructokinase, liver ( | 0.146 | −1.382 (0.008) |
| ELMO domain containing 2 ( | 0.146 | −5.603 (0.001) |
| Interleukin 1 receptor-like 1 ( | 0.184 | −1.246 (0.007) |
| Transcription factor jun-D ( | 0.184 | −2.128 (0.004) |
| Bcl2-like 1 ( | 0.184 | −1.775 (0.011) |
| Nuclear receptor interacting protein 2 ( | 0.184 | −2.658 (0.011) |
| Similar to Deltex3 ( | 0.184 | −1.507 (0.004) |
| Stomatin-like 1 ( | 0.184 | −1.839 (0.001) |
| Coiled-coil domain containing 75 ( | 0.184 | −1.441 (0.005) |
| Scleraxis ( | 0.199 | −2.580 (0.005) |
| Leucine-rich repeat-containing 1 ( | 0.199 | −1.527 (0.005) |
| Leucine-rich repeat-containing 45 ( | 0.199 | −1.289 (0.004) |
Analysis performed using Significance Analysis for Microarrays (SAM). A False Discovery Rate (FDR) cut-off 0.2 was used.
Figure 1Real-time PCR validation of gene expression changes in Cd151 −/− glomeruli relative to wild type controls. Real-time PCR validation was performed for selected differentially expressed genes identified from the microarray data. (A) The Spon2, 1810014F10Rik, Ephb1, Gdf5, Tspan32, and Scx genes were selected from the SAM result for overall validation of the microarray. (B) After data mining of the microarray data, Ntn4 was identified as a downregulated basement membrane gene and Mmp-10 was identified as a potentially upregulated MMP gene. Both genes were further investigated with real-time PCR. Relative levels of transcripts are shown for FVB/N Cd151 −/− versus Cd151 +/+ glomeruli as well as for C57BL/6 Cd151 −/− versus Cd151 +/+ glomeruli. Data are presented as fold change in Cd151 −/− glomeruli relative to Cd151 +/+ glomeruli (n = 4 per group, age 3 weeks), error bars represent standard deviation of the mean following bootstrapping. P-values were calculated using the student’s t-test comparing expression levels between mouse groups. *p < 0.05, **p < 0.01.
KEGG gene sets differentially expressed between FVB/N Cd151 −/− and Cd151 +/+ glomeruli.
| KEGG pathway | Size | NES | Nominal | FDR q-val |
|---|---|---|---|---|
| Peroxisome | 69 | 1.99032 | 0.00000 | 0.00396 |
| Cell cycle | 108 | −1.90468 | 0.00000 | 0.02657 |
| Pancreatic cancer | 65 | −1.93288 | 0.00000 | 0.02905 |
| Tryptophan metabolism | 35 | 1.69974 | 0.00891 | 0.04498 |
| Complement and coagulation cascades | 61 | 1.63739 | 0.00293 | 0.06635 |
| Chemokine signaling pathway | 154 | −1.77056 | 0.00000 | 0.07083 |
| Systemic lupus erythematosus | 82 | −1.72188 | 0.00000 | 0.08722 |
| Focal adhesion | 167 | −1.65367 | 0.00085 | 0.09668 |
| Dilated cardiomyopathy | 81 | −1.63113 | 0.00384 | 0.10216 |
| Regulation of actin cytoskeleton | 182 | −1.58601 | 0.00000 | 0.11907 |
| T cell receptor signaling pathway | 98 | −1.58748 | 0.00081 | 0.12942 |
| Renal cell carcinoma | 64 | −1.52747 | 0.00655 | 0.14551 |
| Vascular smooth muscle contraction | 96 | −1.50814 | 0.00947 | 0.14636 |
| Axon guidance | 112 | −1.49153 | 0.00894 | 0.15000 |
An FDR cut-off of 0.15 and p-value < 0.01 were used. Size: number of genes contributing to gene set enrichment. Abbreviations: NES, Nominal Enrichment Score; FDR, False Discovery Rate.
IPA biomarker list of differentially expressed genes known to be involved in renal disease.
| Gene name ( | Function | Fold change ( |
|---|---|---|
| CD151 (Raph blood group) ( | Cell adhesion and integrin trafficking and/or function | Abolished (0) |
| Glial cell derived neurotrophic factor ( | Neuronal cell survival | 4.04 (0.006) |
| Protein kinase C, beta ( | B cell activation, apoptosis induction, endothelial cell proliferation, regulation of neuronal function | −3.656 (0.025) |
| Tumour necrosis factor receptor superfamily, member 22 ( | Cytokine receptor involved in inflammation | −3.361 (0.003) |
| Interleukin 18 (interferon-gamma-inducing factor) ( | Pro-inflammatory cytokine | 2.727 (0.014) |
| Integrator complex subunit 6 ( | Involved in processing of RNA | −2.36 (0.042) |
| Jun D proto-oncogene ( | (See Jun) also protects cells from p53-dependent senescence and apoptosis | −2.128 (0.004) |
| Jun proto-oncogene ( | Involved in transcription regulation controlling differentiation, proliferation and apoptosis | −2.118 (0.026) |
| Haemoglobin, alpha 1 ( | Forms haemoglobin (oxygen transport) | −2.034 (0.04) |
| BCL2-like 1 ( | Apoptotic activator | −1.775 (0.011) |
| Huntingtin ( | In neuronal cells promotes signalling, transport of materials, cytoskeletal anchorage and cell survival | 1.738 (0.031) |
| Tissue inhibitor of metallopeptidase 1 ( | Inhibits matrix metalloproteinases | 1.716 (0.009) |
| Lysyl oxidase-like 1 ( | Essential in biogenesis of connective tissue as it catalyses the formation of crosslinks in collagens and elastins | −1.537 (0.016) |
| Tumour necrosis factor receptor superfamily, member 1 A (Tnfrsf1a) | Activates transcription factor Nuclear Factor -κβ (cell stress response regulator), mediator of apoptosis, regulator of inflammation | −1.405 (0.028) |
| Ceruloplasmin (ferroxidase) ( | Iron and copper metabolism | 1.381 (0.022) |
| Adenosine A2b receptor ( | Stimulates adenylate cyclase activity, interacts with netrin 1 to promote axon elongation | −1.376 (0.022) |
| Xylosyltransferase II ( | Biosynthesis of proteoglycans | −1.218 (0.02) |
| ERI1 exoribonuclease family member 3 ( | RNA degradation | −1.214 (0.02) |
| Phosphofructokinase, liver ( | Enzymatic regulator of glycolysis | −1.382 (0.008) |
| Phosphofructokinase, muscle ( | Enzymatic regulator of glycolysis | −1.393 (0.026) |
The data was filtered before entry into IPA biomarker, selecting only genes with fold difference > ± 1.2 and p-value < 0.05.
Figure 2Localisation of MMP-10 in the glomeruli of 3-week-old FVB/N Cd151 −/− mice. Dual immunofluorescence labelling and confocal analysis using an MMP-10 antibody (green) and a laminin γ1 antibody (red). (A) Strong fluorescence intensity is observed in the FVB/N Cd151 −/− glomeruli as compared to very weak labelling in FVB/N Cd151 +/+ controls. In the FVB/N Cd151 −/− glomeruli, the MMP-10 labelling mostly localises adjacent to the laminin γ1 staining, on the podocyte side of the GBM. (B) In contrast, only low MMP-10 labelling was detected in C57BL/6 kidneys, regardless of the Cd151 +/+ and Cd151 −/− genotypes. Representative images are shown; n = 5 per mouse group; Original Magnification × 400. Bar: 50 μm.
Figure 3Gelatinase activity in 3-week-old FVB/N Cd151 +/+ and Cd151 −/− mouse kidneys. Gelatinase activity in 3-week-old glomerular protein isolates from Cd151 +/+ and Cd151 −/− FVB/N mice (n = 8 per group) was assessed using gelatin gel zymography. While a trend towards overall reduced activity in the Cd151 −/− samples was noticeable on the gels, quantitation of band intensity revealed that there was no statistically significant difference between the 2 groups of mice (p = 0.41 for pro-MMP-9; p = 0.10 for MMP-9; p = 0.40 for MMP-2, by student’s t-test). Cropped gel image is displayed.
Figure 4Induction of mindin in the diseased GBM of FVB/N Cd151 −/− mice. (A) Representative immunofluorescent labelling of mindin in 3-week-old Cd151 +/+ and Cd151 −/− kidneys on the FVB/N and C57BL/6 backgrounds. Strong mindin immunolabelling was observed specifically in the glomeruli of FVB/N Cd151 −/− mice, whereas the staining was negative in age-matched kidneys from FVB/N Cd151 +/+ and C57BL/6 Cd151 +/+ and Cd151 −/− mice (n = 8 per group). Original magnification × 400. Bar 50 μm. (B) Dual immunofluorescence labelling and confocal analysis of mindin (green) and the GBM components collagen IV α4 chain (Top, red) or laminin γ1 (Bottom, red) in 3-week-old FVB/N Cd151 −/− kidneys. One representative glomerulus is shown for each co-labelling (n = 3 mice). Mindin colocalises substantially with both collagen IV α4 and laminin γ1 in the GBM. Original magnification × 800. Bar: 50 μm. (C) Detection of mindin in the urine of 3-week-old FVB/N Cd151 +/+ and Cd151 −/− mice by western blot analysis (top) and Ponceau staining of the same blot (bottom). Lane 1 to 4 and 7: healthy FVB/N Cd151 +/+ sample; lanes 5, 6 and 8 to 17 show the variability in FVB/N Cd151 −/− samples with 8 out of 12 having detectable amounts of mindin. n = 5 for Cd151 +/+ and n = 12 for Cd151 −/−.