| Literature DB >> 32295616 |
Baojin Yao1, Jia Liu2, Mei Zhang3, Xiangyang Leng4, Daqing Zhao5.
Abstract
BACKGROUND: Guzhi Zengsheng Zhitongwan (GZZSZTW) is an effective Chinese medicinal formulation for the treatment of osteoarthritis (OA) designed according to the "kidney governing bone" theory, which has been widely used as a golden guide for treating bone and cartilage diseases in traditional Chinese medicine. The aim of this study was to explore the molecular mechanism underlying its effects on the bone and kidney.Entities:
Keywords: Chinese medicinal formulation; Guzhi Zengsheng Zhitongwan; Kidney governing bone; Osteoarthritis; Pharmaceutical mechanism
Mesh:
Substances:
Year: 2020 PMID: 32295616 PMCID: PMC7161198 DOI: 10.1186/s13018-020-01677-8
Source DB: PubMed Journal: J Orthop Surg Res ISSN: 1749-799X Impact factor: 2.359
Fig. 1GO enrichment analysis of differentially expressed genes in bone and kidney under GZZSZTW treatment. a Bone. b Kidney. The x-axis indicates the number of genes in a category. The y-axis indicates the significantly (p < 0.05) enriched GO terms in the categories of biological process, molecular function, and cellular component
Fig. 2KEGG enrichment analysis of differentially expressed genes in bone and kidney under GZZSZTW treatment. a Bone. b Kidney. The x-axis represents rich factor, which is the ratio of the number of target genes divided by the number of all the genes in each pathway, and the y-axis represents the enriched pathway. The size and color of the dots represent the gene number and the range of Q values, respectively
The expression levels of bone cell markers (GZZSZTW vs. Blank)
| Gene name | Blank (FPKM) | GZZSZTW (FPKM) | log2 fold change (GZZSZTW/Blank) | |
|---|---|---|---|---|
| Osteoblast markers | ||||
| Collagen alpha-1(I) chain ( | 198.95 | 66.96 | − 1.57 | 0 |
| Alkaline phosphatase, ( | 15.81 | 5.33 | − 1.57 | 6.62E−20 |
| Bone sialoprotein 2 ( | 91.97 | 17.38 | − 2.40 | 2.20E−150 |
| Osteocalcin ( | 872.04 | 147.20 | − 2.57 | 6.10E−313 |
| Osteopontin ( | 96.37 | 34.42 | − 1.49 | 5.87E−64 |
| Osteomodulin ( | 7.34 | 0.75 | − 3.29 | 1.52E−16 |
| Decorin ( | 56.87 | 19.21 | − 1.57 | 2.30E−45 |
| Osteoclast markers | ||||
| Tartrate-resistant acid phosphatase type 5 ( | 103.22 | 13.98 | − 2.88 | 6.00E−147 |
| Cathepsin K ( | 82.80 | 6.46 | − 3.68 | 3.00E−150 |
| Nuclear factor of activated T-cells, cytoplasmic 3 ( | 6.77 | 3.28 | − 1.05 | 5.21E−12 |
| Myc proto-oncogene protein ( | 14.37 | 6.47 | − 1.15 | 1.13E−11 |
| Osteocyte markers | ||||
| Podoplanin ( | 3.33 | 1.10 | − 1.60 | 8.21E−04 |
| Dentin matrix acidic phosphoprotein 1 ( | 45.75 | 5.78 | − 2.98 | 7.15E−132 |
| Sclerostin ( | 11.75 | 0.57 | − 4.37 | 2.85E−11 |
| Metalloendopeptidase homolog PEX ( | 0.82 | 0.12 | − 2.77 | 9.62E−05 |
| Matrix extracellular phosphoglycoprotein ( | 40.91 | 4.96 | − 3.04 | 2.53E−73 |
| Dickkopf-related protein 1 ( | 3.65 | 0.37 | − 3.30 | 3.92E−11 |
The expression levels of kidney markers and regulators involved in kidney function, regulation, and repair (GZZSZTW vs. Blank)
| Gene name | Blank (FPKM) | GZZSZTW (FPKM) | log2 fold change (GZZSZTW/Blank) | |
|---|---|---|---|---|
| Kidney markers | ||||
| Uromodulin ( | 1882.20 | 3124.23 | 0.73 | 0 |
| Solute carrier family 7 member 13 ( | 947.10 | 1462.48 | 0.63 | 0 |
| Solute carrier family 12 member 1 ( | 344.12 | 554.10 | 0.69 | 0 |
| Aquaporin-2 ( | 325.29 | 485.70 | 0.58 | 7.21E−88 |
| *Solute carrier family 22 member 12 ( | 122.60 | 279.04 | 1.19 | 2.06E−266 |
| Transmembrane protein 52B ( | 138.18 | 239.13 | 0.79 | 1.26E−107 |
| Solute carrier family 12 member 3 ( | 121.71 | 192.57 | 0.66 | 6.73E−128 |
| Transmembrane protein 174 ( | 124.35 | 143.94 | 0.21 | 1.05E−05 |
| N-acetyltransferase 8 ( | 114.50 | 115.27 | 0.01 | 5.98E−01 |
| FXYD domain-containing ion transport regulator 4 ( | 83.00 | 114.50 | 0.46 | 1.31E−08 |
| Aquaporin-6 ( | 45.56 | 88.40 | 0.96 | 3.48E−36 |
| *Solute carrier family 22 member 13 ( | 29.45 | 62.88 | 1.09 | 2.27E−79 |
| Transmembrane protein 72 ( | 41.21 | 55.59 | 0.43 | 1.39E−25 |
| Podocin ( | 43.01 | 52.46 | 0.29 | 1.37E−04 |
| Pendrin ( | 26.32 | 51.83 | 0.98 | 1.20E−49 |
| Nephrin ( | 18.71 | 32.02 | 0.78 | 1.87E−43 |
| Chloride channel protein ClC-Ka ( | 19.56 | 31.06 | 0.67 | 1.00E−14 |
| Paired box protein Pax-2 ( | 17.22 | 19.31 | 0.17 | 3.71E−02 |
| Single-minded homolog 1 ( | 9.44 | 11.14 | 0.24 | 6.44E−02 |
| Transient receptor potential cation channel subfamily V member 5 ( | 2.62 | 4.00 | 0.61 | 2.98E−04 |
| Uroplakin-1a ( | 2.26 | 3.75 | 0.73 | 3.43E−02 |
| *Sclerostin ( | 0.01 | 3.06 | 8.26 | 3.22E−05 |
| Kidney regulator | ||||
| *Protein S100-A6 ( | 85.59 | 204.01 | 1.25 | 3.25E−29 |
| *Clusterin ( | 38.41 | 87.28 | 1.18 | 1.38E−66 |
| *Vimentin ( | 29.83 | 67.37 | 1.18 | 4.97E−53 |
| *Solute carrier family 22 member 13 ( | 29.45 | 62.88 | 1.09 | 2.27E−79 |
| *Dexamethasone-induced Ras-related protein 1 ( | 3.14 | 6.68 | 1.09 | 2.22E−05 |
| Annexin A1 ( | 66.96 | 105.55 | 0.66 | 3.53E−25 |
| Neutrophil gelatinase-associated lipocalin ( | 6.19 | 10.56 | 0.77 | 3.93E−03 |
| Actin-related protein 2/3 complex subunit 1B ( | 61.49 | 74.90 | 0.28 | 1.22E−05 |
| Cyclic AMP-dependent transcription factor ATF-3 ( | 1.51 | 1.72 | 0.19 | 6.07E−01 |
| Claudin-4 ( | 20.40 | 32.96 | 0.69 | 3.13E−12 |
| Metalloproteinase inhibitor 1 ( | 3.05 | 5.24 | 0.78 | 7.42E−02 |
| Annexin A2 ( | 62.35 | 71.45 | 0.20 | 3.37E−03 |
| Signal transducer CD24 ( | 154.61 | 215.25 | 0.48 | 8.30E−39 |
| Prominin-1 ( | 12.64 | 18.60 | 0.56 | 1.18E−10 |
| Arginase-1 ( | 0.93 | 1.98 | 1.09 | 3.03E−02 |
| Protein Wnt-7b ( | 7.57 | 10.73 | 0.50 | 1.36E−02 |
| Macrophage colony-stimulating factor 1 ( | 4.12 | 6.26 | 0.60 | 2.88E−01 |
| Fibrinogen beta chain ( | 5.70 | 6.81 | 0.26 | 2.38E−01 |
| Fibrinogen alpha chain ( | 13.81 | 14.93 | 0.11 | 3.63E−01 |
*significantly upregulated genes under GZZSZTW treatment
The expression levels of local genes that regulate bone homeostasis (GZZSZTW vs. Blank)
| Gene name | Blank (FPKM) | GZZSZTW (FPKM) | log2 fold change (GZZSZTW /Blank) | |
|---|---|---|---|---|
| Parathyroid hormone/parathyroid hormone-related peptide receptor ( | 13.93 | 3.61 | − 1.95 | 7.50E−18 |
| Transforming growth factor beta-1 ( | 42.33 | 18.87 | − 1.17 | 3.14E−20 |
| Bone morphogenetic protein 4 ( | 4.75 | 1.32 | − 1.85 | 1.09E−05 |
| Bone morphogenetic protein 1 ( | 4.19 | 1.85 | − 1.18 | 1.75E−06 |
| Fibroblast growth factor receptor 3 ( | 0.88 | 0.05 | − 4.14 | 5.45E−05 |
| Leptin receptor ( | 4.28 | 2.11 | − 1.02 | 3.39E−06 |
| Homeobox protein DLX-3 ( | 1.97 | 0.25 | − 2.98 | 8.54E−07 |
| Nuclear factor of activated T-cells, cytoplasmic 3 ( | 6.77 | 3.28 | − 1.05 | 5.21E−12 |
| Protein S100-A4 ( | 1438.55 | 401.73 | − 1.84 | 0 |
| Protein S100-A6 ( | 470.14 | 179.89 | − 1.39 | 9.97E−61 |
| Protein S100-A10 ( | 267.50 | 104.41 | − 1.36 | 5.29E−52 |
Significantly upregulated genes in both bone and kidney (GZZSZTW vs. Blank)
| Gene name | Bone | Kidney | ||||||
|---|---|---|---|---|---|---|---|---|
| Blank (FPKM) | GZZSZTW (FPKM) | log2 fold change (GZZSZTW/Blank) | Blank (FPKM) | GZZSZTW (FPKM) | log2 fold change (GZZSZTW/Blank) | |||
| Cation channel sperm-associated protein 2 ( | 0.51 | 2.63 | 2.37 | 2.02E−06 | 1.68 | 3.96 | 1.24 | 2.67E−05 |
| Period circadian protein homolog 3 ( | 1.39 | 4.17 | 1.58 | 3.29E−05 | 2.19 | 6.66 | 1.60 | 4.74E−18 |
| Schlafen family member 12-like ( | 38.51 | 264.68 | 2.78 | 0 | 1.29 | 2.62 | 1.02 | 4.83E−06 |
| Minor histocompatibility protein HA-1 ( | 26.16 | 74.34 | 1.51 | 4.20E−138 | 1.40 | 2.93 | 1.07 | 9.10E−06 |
| Transcription factor jun-B ( | 13.65 | 36.86 | 1.43 | 4.01E−30 | 18.24 | 51.84 | 1.51 | 3.68E−60 |
| Cadherin-23 ( | 0.19 | 0.83 | 2.13 | 1.45E−08 | 0.09 | 0.71 | 2.98 | 9.60E−14 |
| Fetuin-B ( | 0.93 | 4.99 | 2.42 | 1.73E−07 | 2.63 | 7.66 | 1.54 | 6.98E−10 |
| Protocadherin gamma-A11 ( | 0.01 | 0.48 | 5.58 | 3.61E−05 | 0.10 | 0.70 | 2.81 | 6.73E−06 |
| Protein BANP ( | 4.52 | 13.57 | 1.59 | 1.40E−18 | 3.91 | 9.66 | 1.30 | 5.39E−15 |
| Protein phosphatase 1 regulatory subunit 1A ( | 0.46 | 2.52 | 2.45 | 9.74E−05 | 174.26 | 401.40 | 1.20 | 1.34E−274 |
| Beta-enolase ( | 5.72 | 32.64 | 2.51 | 4.42E−44 | 1.82 | 4.82 | 1.41 | 1.12E−04 |
| Ankyrin repeat domain-containing protein 13D ( | 1.40 | 3.55 | 1.34 | 2.71E−04 | 0.43 | 1.71 | 1.99 | 1.22E−04 |
| Autophagy-related protein 16-2 ( | 4.13 | 9.46 | 1.20 | 3.16E−08 | 1.05 | 2.71 | 1.37 | 1.85E−04 |
| B cell lymphoma 6 protein homolog ( | 3.50 | 8.67 | 1.31 | 9.91E−13 | 3.06 | 6.38 | 1.06 | 1.39E−09 |
| Proto-oncogene c-Fos ( | 5.47 | 12.82 | 1.23 | 2.31E−12 | 0.75 | 10.37 | 3.79 | 7.87E−31 |
Significantly down-regulated genes in both bone and kidney (GZZSZTW vs. Blank)
| Gene name | Bone | Kidney | ||||||
|---|---|---|---|---|---|---|---|---|
| Blank (FPKM) | GZZSZTW (FPKM) | log2 fold change (GZZSZTW/Blank) | Blank (FPKM) | GZZSZTW (FPKM) | log2 fold change (GZZSZTW/Blank) | |||
| Tripartite motif-containing protein 59 ( | 63.96 | 30.75 | − 1.06 | 4.41E−47 | 3.76 | 0.91 | − 2.05 | 2.92E−11 |
| Collagen alpha-2(VI) chain ( | 3.99 | 1.59 | − 1.33 | 5.97E−07 | 6.90 | 1.73 | − 2.00 | 3.15E−25 |
| Lysyl oxidase homolog 1 ( | 2.55 | 0.87 | − 1.55 | 2.63E−04 | 6.67 | 3.20 | − 1.06 | 2.23E−07 |
| Rano class II histocompatibility antigen, B alpha chain ( | 16.32 | 4.02 | − 2.02 | 1.59E−13 | 83.32 | 40.73 | − 1.03 | 1.32E−30 |
| 72 kDa type IV collagenase ( | 4.72 | 1.68 | − 1.49 | 6.19E−08 | 4.49 | 1.63 | − 1.46 | 1.11E−09 |
| Collagen alpha-1(V) chain ( | 1.84 | 0.38 | − 2.28 | 1.27E−09 | 3.71 | 1.35 | − 1.46 | 3.82E−21 |
| Olfactomedin-like protein 3 ( | 6.31 | 0.48 | − 3.72 | 2.17E−15 | 7.82 | 2.56 | − 1.61 | 1.51E−10 |
| Mono [ADP-ribose] polymerase PARP16 ( | 4.18 | 1.65 | − 1.34 | 4.41E−05 | 16.13 | 6.90 | − 1.23 | 1.45E−20 |
| Hemoglobin subunit beta-1 ( | 318449.91 | 105658.11 | − 1.59 | 0 | 1173.62 | 298.69 | − 1.97 | 0 |
| Aryl hydrocarbon receptor nuclear translocator-like protein 1 ( | 1.55 | 0.06 | − 4.69 | 2.94E−08 | 12.17 | 1.14 | − 3.42 | 2.01E−60 |
| Apolipoprotein B mRNA editing enzyme, catalytic polypeptide-like 3A ( | 0.76 | 0.17 | − 2.16 | 1.95E−04 | 2.11 | 1.00 | − 1.08 | 4.95E−06 |
| Hemoglobin subunit beta-2 ( | 25744.68 | 10685.16 | − 1.27 | 0 | 107.40 | 24.59 | − 2.13 | 2.24E−56 |
| Galectin-5 ( | 619.97 | 306.05 | − 1.02 | 2.49E−117 | 5.43 | 1.47 | − 1.89 | 8.97E−05 |
| Mitochondrial fission regulator 1 ( | 9.27 | 2.99 | − 1.63 | 4.01E−06 | 22.05 | 10.25 | − 1.11 | 1.90E−09 |
| Solute carrier organic anion transporter family member 2B1 ( | 3.18 | 1.00 | − 1.67 | 6.28E−08 | 3.65 | 1.07 | − 1.77 | 3.73E−13 |
| Macrophage-expressed gene 1 protein ( | 22.34 | 9.15 | − 1.29 | 1.29E−32 | 4.09 | 1.94 | − 1.08 | 5.11E−08 |
| Insulin-like growth factor-binding protein 4 ( | 22.16 | 10.42 | − 1.09 | 7.73E−15 | 80.24 | 20.72 | − 1.95 | 6.94E−157 |
| Decorin ( | 56.87 | 19.21 | − 1.57 | 2.30E−45 | 87.18 | 20.12 | − 2.12 | 4.97E−145 |
| Calcipressin-1 ( | 6.83 | 3.03 | − 1.17 | 5.07E−06 | 46.91 | 23.12 | − 1.02 | 1.38E−33 |
| Phosphoserine aminotransferase ( | 6.86 | 2.84 | − 1.27 | 2.21E−06 | 191.68 | 64.45 | − 1.57 | 9.36E−259 |
| Selenoprotein P ( | 118.47 | 23.76 | − 2.32 | 1.56E−194 | 1943.71 | 875.64 | − 1.15 | 0 |
| Coronin-1C ( | 4.42 | 0.61 | − 2.86 | 1.71E−07 | 13.29 | 5.98 | − 1.15 | 1.06E−08 |
| Collagen alpha-1(I) chain ( | 198.95 | 66.96 | − 1.57 | 0 | 7.51 | 1.09 | − 2.78 | 1.51E−64 |
| DNA damage-inducible transcript 4 protein ( | 7.25 | 2.05 | − 1.82 | 7.97E−09 | 43.56 | 21.42 | − 1.02 | 3.31E−26 |
| Endoglin ( | 3.61 | 0.85 | − 2.09 | 6.83E−09 | 36.46 | 17.26 | − 1.08 | 4.64E−41 |
| Monocarboxylate transporter 1 ( | 40.94 | 18.51 | − 1.15 | 2.32E−32 | 56.75 | 5.62 | − 3.34 | 1.52E−236 |
| Slit homolog 3 protein ( | 1.32 | 0.28 | − 2.24 | 8.69E−07 | 2.19 | 1.02 | − 1.10 | 6.17E−06 |
| Hephaestin ( | 2.31 | 0.85 | − 1.44 | 1.15E−05 | 3.50 | 1.56 | − 1.17 | 8.10E−09 |
| Caspase-4 ( | 6.86 | 2.71 | − 1.34 | 9.64E−05 | 5.85 | 2.47 | − 1.24 | 9.73E−05 |
| Carboxypeptidase Q ( | 7.40 | 1.89 | − 1.97 | 1.29E−09 | 136.94 | 65.28 | − 1.07 | 3.24E−93 |
| Aurora kinase B ( | 14.57 | 6.47 | − 1.17 | 1.52E−09 | 0.77 | 0.01 | − 6.27 | 2.34E−04 |
| Complement C1q tumor necrosis factor-related protein 6 ( | 2.76 | 0.50 | − 2.46 | 5.54E−07 | 1.31 | 0.29 | − 2.18 | 1.81E−04 |
| Glia-derived nexin ( | 85.20 | 34.85 | − 1.29 | 1.67E−60 | 8.47 | 1.53 | − 2.47 | 1.82E−22 |
| A disintegrin and metalloproteinase with thrombospondin motifs 2 ( | 1.28 | 0.27 | − 2.25 | 5.20E−08 | 1.02 | 0.26 | − 1.97 | 3.48E−05 |
| Glutathione peroxidase 3 ( | 186.91 | 71.69 | − 1.38 | 5.73E−109 | 12320.88 | 4891.04 | − 1.33 | 0 |
| Arachidonate 15-lipoxygenase ( | 34.62 | 13.20 | − 1.39 | 2.33E−32 | 1.61 | 0.10 | − 4.01 | 6.27E−08 |
| Insulin-like growth factor-binding protein 3 ( | 5.44 | 2.70 | − 1.01 | 1.45E−04 | 64.08 | 16.86 | − 1.93 | 9.00E−137 |
| Collagen alpha-1(III) ( | 18.19 | 4.02 | − 2.18 | 3.35E−68 | 17.97 | 2.29 | − 2.97 | 6.13E−133 |
| Osteomodulin ( | 7.34 | 0.75 | − 3.29 | 1.52E−16 | 3.64 | 1.41 | − 1.37 | 9.08E−05 |
Fig. 3Gene expression levels of differentially expressed genes validated by qRT-PCR. Data are presented as the mean with standard deviation for technical triplicates in an experiment representative of several independent ones. * represents p < 0.01 and ** represents p < 0.001 in a t test for the difference in gene expression level. Gene expression levels for individual genes are presented as the fold change between the GZZSZTW-treated group (GZZSZTW) and the untreated group (Blank)