| Literature DB >> 25889670 |
Katja C M Denninger1,2, Thomas Litman3, Troels Marstrand4, Kristian Moller5, Lars Svensson6, Tord Labuda7, Åsa Andersson8.
Abstract
INTRODUCTION: Pathological bone changes differ considerably between inflammatory arthritic diseases and most studies have focused on bone erosion. Collagen-induced arthritis (CIA) is a model for rheumatoid arthritis, which, in addition to bone erosion, demonstrates bone formation at the time of clinical manifestations. The objective of this study was to use this model to characterise the histological and molecular changes in bone remodelling, and relate these to the clinical disease development.Entities:
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Year: 2015 PMID: 25889670 PMCID: PMC4391727 DOI: 10.1186/s13075-015-0531-7
Source DB: PubMed Journal: Arthritis Res Ther ISSN: 1478-6354 Impact factor: 5.156
Figure 1Histopathology of tarsal joints day 0 to 7. A) Day 0 to 4: overview of inflammation in the tarsal joint showing equal severity of inflammation in peripheral tissues and synovium (arrows). (B-C) Day 0 to 4: bone erosion and OC activity (arrow in B, day 3) dominates. Proliferation and collagen deposition takes place (star in C, day 0) in the periosteum and results in osteoid deposition (arrows in C, day 3). (D) Day 4 to 7: the joint architecture is severely distorted (day 7). OC, osteoclast.
Figure 2Histopathology of tarsal joints from day 8 and until decline of symptoms. (A) Appearance of cartilage (encircled) marks the onset of endochondral ossification (day 8). (B) Ankylosis has progressed from being fibrous to consist of cartilage and osteoid (day 10), with osteoid closest to the original bone (arrow). (C) Declining disease phase: bone formation is remodelled with OC activity observed in some animals (arrow). (D) Histological scores of bone erosion (black bars) and bone formation (grey bars) over time (mean +/− standard deviation (SD)). Statistics from the comparisons of individual groups is indicated by lines above the bars (Dunn’s multiple comparison test, *P <0.05, **P <0.01, ***P <0.001). OC, osteoclast.
Figure 3Cluster analysis and validation of gene expression profile. (A) Separation of samples by unsupervised hierarchical clustering. The groups are: day 0 to 3, week 1 to 2 and week 3 to 4 after onset of arthritis, and joints with declining clinical disease activity. Colours and colour intensity indicate upregulation (red) or downregulation (green) regulation of genes. (B) Venn diagram of the gene expression study showing the number of genes differentially expressed at the time points: day 0 to 3, week 1 to 2, week 3 to 4, and in the declining disease phase in comparison to control. (C) The results from the microarray study were validated with qPCR. Bmp1 was normalised to Gapdh expression and compared to a control sample from non-immunised mice. Statistically significant differences between group means (δ-ct-values) are indicated with lines above the bars (Bonferroni’s multiple comparison test, *P <0.05, **P <0.01). (D) The gene expression level of Bmp1 assessed by qPCR correlated significantly (r2 = 0.7, P <0.0002) with the corresponding microarray data (linear regression test).
Highly differentially expressed genes grouped according to function
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| 6.8 | 44.1 | 26.2 | 7.8 | 2.7 | Plasma | 18.0 | 2.0 |
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| 7.2 | 23.1 | 11.9 | 5.2 | 2.9 | Synovium | 10.1 | 5.3 |
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| 7.6 | 13.2 | 17.3 | 8.9 | 4.5 | Synovium | 3.5 | 2.3 |
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| 7.5 | 19.4 | 9.3 | 5.3 | 3.4 | Synovium | 1.9 | 3.5 |
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| 7.8 | 11.0 | 11.7 | 7.6 | 4.8 | Osteoclasts | 2.8 | 1.7 |
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| 6.97 | 9.03 | 7.18 | 5.94 | 3.67 | Endosome | 1.5 | 1.0 |
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| 8.5 | 10.3 | 9.8 | 5.0 | 2.5 | Osteoblasts | 4.5 | 1.0 |
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| 7.6 | 0.1 | 0.2 | 4.5 | 14.1 | Skin* | 0.4 | 1.1 |
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| 8.2 | 0.1 | 0.1 | 2.8 | 7.9 | Skin | NA | 1.0 |
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| 8.4 | 0.1 | 0.2 | 3.7 | 5.4 | Skin* | 0.6 | 1.1 |
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| 7.8 | 0.1 | 0.2 | 3.4 | 10.3 | Skin* | 0.8 | 1.0 |
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| 7.40 | 0.32 | 0.36 | 4.63 | 19.15 | Epithelia* | 0.8 | 1.0 |
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| 10.5 | 0.1 | 0.8 | 1.0 | 1.0 | Muscle | 0.2 | 0.6 |
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| 10.8 | 0.1 | 0.4 | 0.4 | 0.6 | Muscle | 0.5 | 0.7 |
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| 10.78 | 0.12 | 0.85 | 0.57 | 0.72 | Muscle | 0.5 | 0.7 |
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| 11.96 | 0.13 | 0.45 | 0.31 | 0.43 | Muscle | 0.3 | 0.9 |
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| 10.78 | 0.14 | 0.44 | 0.46 | 0.76 | Muscle | 0.6 | 0.7 |
aMean log2 expression in non-induced control mice. Mean fold change in comparison to control: bon day 0 to 3, cin week 1 to 2, din week 3 to 4, ein the declining disease phase. Fold change of gene expression in arthritic joints from the fTNFα overexpressing model versus control [7], and the gPGIA arthritis model versus control [8], *Differentially expressed epidermal specific genes in arthritic joints from the present study and the TNFα overexpressing model [7]. Ctrl, control; PGIA, proteoglycan-induced arthritis; TNFα, tumour necrosis factor alpha.
Groups of genes showing a time-dependent expression pattern
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| 6.42 |
| 1.78 (0.01) | 1.61 (0.10) | 1.44 (0.10) | Stimulates OC motility and polarisation through CCR1. |
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| 10.21 |
| 3.31 (0.02) | 2.47 (0.06) | 1.56 (0.33) | Kinase involved in the generation of the actin cytoskeleton in OC, which is critical for bone resorption. |
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| 6.97 |
| 7.18 (0.003) | 5.94 (0.005) | 3.67 (0.02) | ATPase proton pump involved in acidification of the extracellular resorption lacuna created by OC and early OC differentiation. |
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| 5.74 |
| 1.12 (0.22) | 0.85 (0.39) | 0.73 (0.10) | Expressed in OC and modulates the recruitment of OB to resorption surfaces in a TGFβ dependent manner. |
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| 7.52 |
| 1.67 (0.10) | 1.52 (0.13) | 1.28 (0.30) | Metalloproteinase that may play a role on several levels of bone formation. It processes the c-terminal end of pro-collagen type I, activates other BMPs and processes BGN and DMP1. Expressed in patients with arthritis and acute fractures. |
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| 6.84 |
| 2.43 (0.01) | 1.66 (0.12) | 1.12 (0.77) | Scaffolding protein that associates with others to hydroxylate collagen type I chains. Associated with osteogenesis imperfecta. |
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| 9.19 |
| 2.67 (0.03) | 2.09 (0.05) | 1.72 (0.11) | Pro-inflammatory extracellular matrix protein, expressed in synovium and blood in RA patients. Involved in extracellular matrix remodelling, where it is bound by periostin. |
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| 7.13 |
| 3.52 (0.14) | 2.49 (0.23) | 1.57 (0.49) | Catalyses cross-linking of collagen type I. Is activated by BMP1. |
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| 6.43 | 1.02 (0.90) |
| 1.19 (0.25) | 1.01 (0.95) | Transcription factor with a critical role in osteoblast differentiation. |
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| 8.37 | 2.90 (0.05) |
| 3.49 (0.003) | 1.98 (0.14) | OB marker, expressed in OB, OC, and osteocytes. Inhibits formation and growth of hydroxyapatite by binding the crystals. Promotes attachment of OC to bone under control of Acp5 phosphatase. |
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| 10.45 | 2.61 (0.06) |
| 2.45 (0.07) | 1.65 (0.21) | Inhibitor of bone mineralisation. |
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| 11.77 | 2.17 (0.04) |
| 2.13 (0.04) | 1.68 (0.07) | The protein binds hydroxyapatite when bound to collagen type I |
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| 9.08 | 2.72 (0.01) |
| 2.52 (0.01) | 1.60 (0.15) | Expression is induced in OB by MDK. Essential for converting extracellular ATP to inorganic pyrophosphate, thus controlling the levels and functions in bone mineralization and soft tissue calcification. Essential for normal bone development. |
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| 9.05 | 0.75 (0.62) |
| 1.82 (0.04) | 1.37 (0.13) | OB marker and serum marker of bone formation. Expressed in the late mineralisation phase. The exact role of the protein in bone is, however, debated as data is controversial. |
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| 6.67 | 1.25 (0.11) |
| 1.35 (0.05) | 1.14 (0.27) | Expressed in OB and involved in mineralisation. |
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| 10.67 | 2.22 (0.02) | 2.59 (0.01) |
| 2.19 (0.02) | Marker of late OB differentiation. Expressed in OB, OC, hypertrophic chondrocytes and osteocytes. Binds to the AvB3 integrin and hydroxyapatite, probably mediating cell attachment to matrix. Nucleates hydroxyapatite. |
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| 9.94 |
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| 2.03 (0.06) | 1.69 (0.10) | This gene encodes the alpha2 chain of collagen type I. Collagen type I is the most abundant protein in bone and a marker of OB activity. |
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| 9.84 |
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| 1.92 (0.09) | 1.69 (0.14) | This gene encodes the alpha1 chain of collagen type I. Collagen type I is the most abundant protein in bone and a marker of OB activity. |
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| 7.83 |
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| 2.16 (0.09) | 1.43 (0.34) | Proteoglycan belonging to the SLRP family. The protein is processed by BMP1 and regulates collagen type I fibrillogenesis. |
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| 10.63 |
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| 1.63 (0.09) | 1.08 (0.72) | Proteoglycan belonging to the SLRP family. KO mice have reduced collagen synthesis, reduced bone mass and production of bone precursor cells. The protein is processed by BMP1. |
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| 8.24 |
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| 2.98 (0.08) | 1.75 (0.25) | Expressed by OB in areas of bone formation. COL12A1 KO mice have skeletal abnormalities with less mechanical strength and reduced matrix deposition. |
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| 7.45 |
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| 1.49 (0.14) | 1.16 (0.64) | Associates with other proteins to hydroxylate collagen type I chains. Associated with osteogenesis imperfecta. |
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| 10.18 |
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| 2.78 (0.05) | 1.69 (0.18) | Proteoglycan belonging to the SLRP family (same as BGN). |
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| 6.72 |
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| 2.88 (0.005) | 2.08 (0.01) | Involved in cartilage biosynthesis by linking aggrecans and hyalyron acid. Polymorphism in this gene is associated with osteophyte formation in osteoarthritis and it is located in a susceptibility locus of AS. |
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| 8.52 |
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| 4.97 (0.12) | 2.53 (0.29) | Promotes cell survival of preosteoblasts and OB. Increases activation of pro-lysyl oxidase, which cross-links collagen type I. |
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| 8.46 |
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| 3.50 (0.10) | 1.65 (0.43) | Molecule that stimulates bone formation, secreted by OC. |
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| 9.68 | 1.94 (0.04) |
| 1.82 (0.05) | 1.18 (0.59) | Growth factor positively regulating bone formation. Regulates bone mineral density. |
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| 5.99 |
| 1.20 (0.06) | 1.08 (0.11) | 0.96 (0.68) | IGF-dependent proteinase that regulates the bioavailability of IGF. Expressed in fibroblasts, chondrocytes and OB. |
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| 8.30 | 0.74 (0.42) | 1.2 (0.59) |
| 1.47 (0.30) | Extracellular matrix protein that is processed by BMP1 and involved in mineralisation of extracellular matrix. Expressed by hypertrophic chondrocytes, osteocytes, and OB. |
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| 7.57 | 13.15 (0.02) |
| 8.93 (0.02) | 4.53 (0.05) | Bone resorption, OC- and osteoprogenitor differentiation. |
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| 7.82 | 11.02 (0.04) |
| 7.58 (0.04) | 4.80 (0.08) | Bone resorption. Principle enzyme degrading osteoid. |
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| 7.24 |
| 11.87 (0.01) | 5.24 (0.04) | 2.94 (0.11) | Metalloproteinase associated with arthritis. |
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| 7.53 |
| 9.33 (0.001) | 5.30 (0.03) | 3.44 (0.02) | Inhibitor of metalloproteinases. |
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| 7.15 |
| 3.79 (0.02) | 2.95 (0.04) | 2.20 (0.08) | Resorption, OC- and osteoprogenitor differentiation. |
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| 8.32 |
| 2.99 (0.05) | 2.29 (0.08) | 1.68 (0.20) | Expressed in hypertrophic chondrocytes and OC. |
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| 5.99 |
| 2.05 (0.01) | 1.45 (0.16) | 1.26 (0.09) | Degradation of extracellular tissue. |
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| 7.92 | 2.63 (0.02) |
| 2.11 (0.02) | 1.77 (0.05) | Involved in tissue destruction in RA. |
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| 7.30 |
| 3.46 (0.03) | 3.59 (0.03) | 2.50 (0.03) | The encoded protein is a phosphatase, also called Trap. It is a marker of OC function and is extensively expressed in OC. It is activated by Cathepsin K and dephosphorylates SPP1 and IBSP. Plays an inhibitory role in collagen type I synthesis, degradation, and mineralisation. |
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| 7.16 | 1.67 (0.30) |
| 1.24 (0.63) | 1.26 (0.59) | Ligand of the BMP pathway. |
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| 6.88 | 1.84 (0.13) |
| 1.91 (0.11) | 1.15 (0.72) | Type I receptor of the BMP pathway. |
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| 8.36 |
| 1.65 (0.08) | 1.40 (0.15) | 1.30 (0.28) | Receptor type II in the BMP pathway. |
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| 7.23 | 2.05 (0.14) |
| 1.70 (0.22) | 1.44 (0.37) | Regulatory Smad involved in BMP signalling. |
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| 7.27 |
| 0.58 (0.0045) | 0.72 (0.04) | 0.76 (0.12) | Inhibitory Smad antagonising BMP signalling. |
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| 8.16 |
| 1.27 (0.19) | 1.18 (0.32) | 1.04 (0.84) | Co-Smad associating with regulatory Smads. |
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| 7.07 |
| 1.28 (0.06) | 1.20 (0.17) | 0.99 (0.92) | Regulatory Smad involved in BMP signalling. |
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| 7.68 |
| 0.68 (0.04) | 0.99 (0.95) | 0.95 (0.61) | Ligand of the BMP pathway. |
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| 8.44 |
| 0.75 (0.15) | 0.88 (0.67) | 0.93 (0.63) | Ligand of the BMP pathway. |
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| 5.82 |
| 0.86 (0.31) | 0.94 (0.67) | 1.26 (0.17) | Ligand of the BMP pathway. |
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| 7.20 |
| 3.94 (0.01) | 2.09 (0.07) | 1.17 (0.77) | Non-steroidal hormone reported to increase bone formation in transgenic mice overexpressing human inhibin A. Associated with human arthritis. |
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| 7.23 | 1.27 (0.33) |
| 1.18 (0.04) | 0.91 (0.34) | Type II receptor of the TGFβ pathway. |
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| 6.21 |
| 0.73 (0.0034) | 0.76 (0.03) | 0.85 (0.29) | Type II receptor of the TGFβ pathway. |
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| 6.91 |
| 1.57 (0.05) | 1.39 (0.08) | 1.18 (0.37) | Receptor of the WNT pathway. |
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| 8.35 |
| 3.56 (0.02) | 2.49 (0.03) | 1.43 (0.34) | Regulates the cellular response to hypoxia during endochondral bone formation and inhibits WNT signalling in OB in cooperation with Sp7. |
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| 7.28 |
| 0.61 (0.02) | 0.62 (0.03) | 0.73 (0.15) | WNT antagonist and marker of mature osteocytes. |
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| 10.56 |
| 0.31 (0.0014) | 0.37 (0.01) | 0.52 (0.01) | Down-regulates WNT-signalling mediated TCF-promotor activity and GSK3β phosphorylation synergistically with PRA1. |
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| 7.19 |
| 0.85 (0.25) | 1.15 (0.32) | 1.09 (0.43) | Antagonist of the WNT pathway. |
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| 7.96 | 1.46 (0.09) |
| 1.30 (0.28) | 0.99 (0.94) | Transcription factor of the WNT pathway. |
aMean log2 expression in non-induced control mice. Mean fold change and p-value in comparison to control: bon day 0 to 3, cin week 1 to 2, din week 3 to 4, ein the declining disease phase. The highest differential expression value and corresponding p-value of each gene are shown in bold italics. AS, ankylosing spondylitis; BMP, bone morphogenetic protein; BGN, biglycan; CCR1, C-C chemokine receptor type 1; Ctrl, control; DMP1, dentin matrix acidic phosphoprotein1; IGF, insulin-like growth factor; KO, knockout; MDK, midkine; OB, osteoblast; OC, osteoclast; RA, rheumatoid arthritis; SLRP, leucine rich repeat containing 6; TCF, T-cell-specific transcription factor; TGFβ, transforming growth factor beta.
Figure 4Gene expression networks during osteoblast activity in early and late phases of joint inflammation. A) A network of genes related to osteoblast activity, in particular collagen type I assembly and cross-linking, during the early phase of clinical disease. Colours and colour intensity indicate upregulation (red) or downregulation (green) regulation of genes at day 0 to 3, where most of the genes showed the greatest fold change in comparison to non-induced controls. One exception is Dmp1, which became upregulated at week 3 to 4. B) A network of genes related to osteoblast activity, in particular mineralisation, during the late phase of clinical disease. Colours and colour intensity indicate upregulation (red) or downregulation (green) regulation of genes at week 1 to 2, where most of the genes showed the greatest fold change in comparison to non-induced controls. One exception is Ibsp, which was most highly upregulated in week 3 to 4.
Figure 5Differentially expressed genes related to BMP signalling at day 0 to 3 of arthritis in comparison to non-induced controls. Regulation of genes is indicated by colour and colour intensity (red = upregulated, green = downregulated). (A) Network of BMP related genes in general. (B) Functional pathway of BMP signalling. BMP, bone morphogenetic protein.
Differential expression of genes associated with human arthritis in GWAS studies
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| 6.95 | 2.04 (0.002) | 1.91 (0.002) | 1.37 (0.03) | 1.03 (0.78) | Proteasome Assembly Chaperone 1. The gene is, in addition, associated with inflammatory bowel disease [ |
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| 6.85 | 1.77 (0.0008) | 1.91 (0.0003) | 1.45 (0.02) | 1.18 (0.45) | An SNP close to this gene was associated with RA susceptibility [ |
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| 5.61 | 3.07 (0.01) | 3.01 (0.004) | 2.17 (0.02) | 1.51 (0.12) | Membrane protein involved in immune function. High expression of the gene was associated with a positive response to Etanercept treatment [ |
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| 6.68 | 1.74 (0.06) | 1.78 (0.02) | 1.32 (0.30) | 1.46 (0.16) | Protein phosphatase involved in T-cell activation by regulation of the JAK/STAT signalling pathway [ |
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| 5.88 | 2.51 (0.10) | 2.35 (0.08) | 2.11 (0.08) | 1.64 (0.21) | Cyclin-dependent kinase involved in proliferation of lymphocytes [ |
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| 7.42 | 0.48 (0.17) | 0.65 (0.26) | 0.55 (0.16) | 0.61 (0.32) | Kinase involved in activation of NFκB and AP-1 transcription factors [ |
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| 7.20 | 1.36 (0.04) | 1.43 (0.07) | 1.58 (0.06) | 0.99 (0.95) | Serine/threonine kinase. The association with RA is suggestive [ |
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| 7.81 | 2.41 (0.11) | 2.10 (0.08) | 2.17 (0.07) | 1.47 (0.34) | Nucleostemin. Increased in |
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| 7.18 | 1.97 (0.03) | 1.99 (0.02) | 1.43 (0.05) | 1.13 (0.71) | Involved in glycosylation of cartilage proteins [ |
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| 5.96 | 1.47 (0.16) | 1.67 (0.04) | 2.06 (0.03) | 1.71 (0.04) | Cytosolic phospholipase A2 enzyme. mRNA transcript was abundantly expressed in chondrocytes from OA patients [ |
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| 6.91 | 2.66 (0.01) | 1.72 (0.07) | 1.15 (0.41) | 1.56 (0.03) | Cyclooxygenase 2 (COX-2). mRNA transcript was abundantly expressed in chondrocytes from OA patients [ |
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aMean log2 expression in non-induced control mice. Mean fold change and P-value in comparison to control: bon day 0 to 3, cin week 1 to 2, din week 3 to 4, ein the declining disease phase. Genes shown in bold are encoding proteins with a known function in cartilage- or bone remodelling. Ctrl, control; GWAS, genome-wide association studies; IL-6, interleukin 6; KO, knockout; NFκB, nuclear factor kappa B; OA, osteoarthritis; OB, osteoblast; OC, osteoclast; RA, rheumatoid arthritis; WNT, wingless-type.
Figure 6Bone remodelling in the CIA model. Model of bone remodelling during the course of clinical arthritis. The proposed dominating process in the bone is shown in the top part of the figure. Differentially expressed genes, encoding proteins with a function in bone remodelling, are divided into groups according to function and time point of highest differential expression in comparison to the control. All genes are upregulated in comparison to the control at the indicated time-point. Group 1: genes encoding proteins involved in osteoclast function and differentiation; Group 2: genes encoding proteins with a function in extracellular matrix formation and collagen type I assembly (highest differential expression at day 0 to 4); Group 3: genes encoding proteins with a function in extracellular matrix formation and collagen type I assembly (sustained high differential expression on day 0 to 4 and week 1 to 2); Group 4: genes with a function in mineralisation of bone (highest differential expression in week 1 to 2); Group 5: genes with a function in mineralisation of bone (highest differential expression during week 3 to 4). CIA, collagen-induced arthritis; ECM, extracellular matrix.