Research Article

Network Pharmacology-Based Prediction of Mechanism of Shenzhuo Formula for Application to DKD

Table 2

A total of 182 common targets.

No.TargetCommon nameUniprot ID

1Aldose reductaseAKR1B1P15121
2Acyl coenzyme A:cholesterol acyltransferaseCES1P23141
3Signal transducer and activator of transcription 3STAT3P40763
4Protein-tyrosine phosphatase 1CPTPN6P29350
5Vascular endothelial growth factor receptor 2KDRP35968
6Epidermal growth factor receptor erbB1EGFRP00533
7PI3-kinase p110-alpha subunitPIK3CAP42336
8c-Jun N-terminal kinase 1MAPK8P45983
9LXR-alphaNR1H3Q13133
10Estrogen receptor alphaESR1P03372
11Testis-specific androgen-binding proteinSHBGP04278
12Cytochrome P450 2C19 13CYP2C19P33261
13Protein-tyrosine phosphatase 1BPTPN1P18031
14ButyrylcholinesteraseBCHEP06276
15Vitamin D receptorVDRP11473
16Glucose-6-phosphate 1-dehydrogenaseG6PDP11413
17Peroxisome proliferator-activated receptor alphaPPARAQ07869
18Peroxisome proliferator-activated receptor deltaPPARDQ03181
19Peroxisome proliferator-activated receptor gammaPPARGP37231
20UDP-glucuronosyltransferase 2B7UGT2B7P16662
2111-beta-hydroxysteroid dehydrogenase 2HSD11B2P80365
22NADPH oxidase 4NOX4Q9NPH5
23Tyrosine-protein kinase SYKSYKP43405
24Glycogen synthase kinase-3 betaGSK3BP49841
25Matrix metalloproteinase 9MMP9P14780
26Matrix metalloproteinase 2MMP2P08253
27Matrix metalloproteinase 12MMP12P39900
28ATP-binding cassette sub-family G member 2ABCG2Q9UNQ0
29P-glycoprotein 1ABCB1P08183
30Arachidonate 12-lipoxygenaseALOX12P18054
31Cyclooxygenase-2PTGS2P35354
32Insulin-like growth factor I receptorIGF1RP08069
33MyeloperoxidaseMPOP05164
34Matrix metalloproteinase 3MMP3P08254
35Serine/threonine-protein kinase AKTAKT1P31749
36Beta-secretase 1BACE1P56817
37Tyrosine-protein kinase receptor UFOAXLP30530
38NUAK family SNF1-like kinase 1NUAK1060285
39Aldehyde reductase (by homology)AKR1A1P14550
40PlasminogenPLGP00747
41PI3-kinase p110-delta subunitPIK3CDO00329
42PI3-kinase p110-gamma subunitPIK3CGP48736
43Hematopoietic prostaglandin D synthaseHPGDSO60760
44Serine-protein kinase ATMATMQ13315
45Cytochrome P450 24A1CYP24A1Q07973
46Mineralocorticoid receptorNR3C2P08235
47Cannabinoid receptor 1CNR1P21554
48Hepatocyte nuclear factor 4-alphaHNF4AP41235
49C-C chemokine receptor type 1CCR1P32246
50Histone-lysine N-methyltransferase EZH2EZH2Q15910
51MAP kinase p38 alphaMAPK14Q16539
52Bromodomain-containing protein 2BRD2P25440
53Aldehyde dehydrogenaseALDH2P05091
54Fatty acid binding protein adipocyteFABP4P15090
55Fatty acid-binding protein, liverFABP1P07148
56Acyl-CoA desaturaseSCDO00767
57MAP kinase ERK1MAPK3P27361
58Short transient receptor potential channel 6TRPC6Q9Y210
59Mitogen-activated protein kinase kinase kinase 5MAP3K5Q99683
60Disintegrin and metalloproteinase domain-containing protein 17ADAM17P78536
61Hexokinase type IVGCKP35557
62Intercellular adhesion molecule-1ICAM1P05362
63P-selectinSELPP16109
64Leukocyte adhesion molecule-1SELLP14151
65Matrix metalloproteinase 1MMP1P03956
66Matrix metalloproteinase 8MMP8P22894
67Endothelin-converting enzyme 1ECE1P42892
68Integrin beta-3ITGB3P05106
69Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit beta isoformPIK3CBP42338
70Sorbitol dehydrogenaseSORDQ00796
71MAP kinase ERK2MAPK1P28482
72Vascular endothelial growth factor receptor 1FLT1P17948
73Matrix metalloproteinase 7MMP7P09237
74Type-1 angiotensin II receptorAGTR1P30556
75Glucose transporterSLC2A1P11166
76Nerve growth factor receptor Trk-ANTRK1P04629
77Tyrosine-protein kinase JAK1JAK1P23458
78Tyrosine-protein kinase JAK2JAK2O60674
79Sodium/glucose cotransporter 2SLC5A2P31639
80Serine/threonine-protein kinase receptor R3ACVRL1P37023
81Epoxide hydrataseEPHX2P34913
82Cytochrome P450 11B2CYP11B2P19099
83Endothelin receptor ET-AEDNRAP25101
84Glutathione S-transferase Mu 1GSTM1P09488
85Interleukin-1 betaILIBP01584
86Insulin receptorINSRP06213
87Protein tyrosine kinase 2 betaPTK2BQ14289
88Cyclooxygenase-1PTGS1P23219
89Cytochrome P450 2C9CYP2C9P11712
90Cytochrome P450 3A4CYP3A4P08684
91Trypsin IPRSS1P07477
92C-C chemokine receptor type 5CCR5P51681
93Dopamine D2 receptorDRD2P14416
94Cholesteryl ester transfer proteinCETPP11597
95Calcitonin gene-related peptide type 1 receptorCALCRLQ16602
96Serotonin 2a (5-HT2a) receptorHTR2AP28223
97Disintegrin and metalloproteinase domain-containing protein 10ADAM10O14672
98TGF-beta receptor type ITGFBR1P36897
99Nitric-oxide synthase, brainNOS1P29475
100Cathepsin (B and K)CTSBP07858
101Bradykinin B1 receptorBDKRB1P46663
102Potassium voltage-gated channel subfamily KQT member 1KCNQ1P51787
103Leukotriene A4 hydrolaseLTA4HP09960
104Apoptosis regulator Bcl-2BCL2P10415
105Kininogen-1KNG1P01042
106Solute carrier family 22 member 2SLC22A2O15244
107Plasma retinol-binding proteinRBP4P02753
108Histone deacetylase 4HDAC4P56524
109Dopamine D3 receptorDRD3P35462
110C-C chemokine receptor type 2CCR2P41597
111Solute carrier family 22 member 12SLC22A12Q96S37
112Glucagon-like peptide 1 receptorGLP1RP43220
113Dual specificity mitogen-activated protein kinase kinase 2MAP2K2P36507
114Death-associated protein kinase 2DAPK2Q9UIK4
115Bile acid receptor FXRNR1H4Q96RI1
116Interleukin-6IL6P05231
117Transcription factor AP-1JUNP05412
118Vascular endothelial growth factor AVEGFAP15692
119Interleukin-10IL10P22301
120Endothelin-1EDN1P05305
121Nitric oxide synthase, endothelialNOS3P29474
122Urotensin II receptorUTS2RQ9UKP6
12378 kDa glucose-regulated proteinHSPA5P11021
124Galectin-3LGALS3P17931
125Macrophage migration inhibitory factorMIFP14174
126Serum paraoxonase/arylesterase 1PON1P27169
127Kallikrein 1KLK1P06870
128Rho-associated protein kinase 1ROCK1Q13464
129Sphingosine kinase 1SPHK1Q9NYA1
130Serine/threonine-protein kinase Sgk1SGK1O00141
131Low affinity sodium-glucose cotransporterSLC5A4Q9NY91
132Neutrophil cytosol factor 1NCF1P14598
133AntileukoproteinaseSLPIP03973
134Signal transducer and activator of transcription 1-alpha/betaSTAT1P42224
135Protein kinase C beta typePRKCBP05771
136Gap junction alpha-1 proteinGJA1P17302
137C-X-C motif chemokine 11CXCL11O14625
138Interleukin-8CXCL8P10145
139Superoxide dismutase [Cu-Zn]SOD1P00441
140C-C motif chemokine 2CCL2P13500
141Hypoxia-inducible factor 1-alphaHIF1AQ16665
142Caveolin-1CAV1Q03135
143Interleukin-1 alphaIL1AP01583
144Nuclear factor erythroid 2-related factor 2NFE2L2Q16236
145C-X-C motif chemokine 10CXCL10P02778
146Plasminogen activator inhibitor 1SERPINE1P05121
147OsteopontinSPP1P10451
148Bone morphogenetic protein 2BMP2P12643
149Transforming growth factor beta-1 proproteinTGFB1P01137
150Cyclin-dependent kinase inhibitor 2ACDKN2AP42771
151Transcription factor E2F1E2F1Q01094
152ThrombomodulinTHBDP07204
153Insulin-like growth factor IIIGF2P01344
154CatalaseCATP04040
155Phosphatidylinositol 3,4,5-trisphosphate 3-phosphatase and dual-specificity protein phosphatase PTENPTENP60484
156Pro-epidermal growth factorEGFP01133
157ATP synthase subunit beta, mitochondriaATP5F1BP06576
158NAD-dependent protein deacetylase sirtuin-1SIRT1Q96EB6
159Angiotensin-converting enzymeACEP12821
160Matrix metalloproteinase 10MMP10P09238
161TransketolaseTKTP29401
162Dipeptidyl peptidase IVDPP4P27487
163Nuclear factor NF-kappa-B p65 subunitRELAQ04206
164Nitric oxide synthase, inducibleNOS2P35228
165Protein kinase C alpha typePRKCAP17252
166Tumor necrosis factorTNFP01375
167Protein kinase C epsilon typePRKCEQ02156
168ReninRENP00797
169Axin1/beta-cateninCTNNB1P35222
170FibronectinFN1P02751
171C-X-C chemokine receptor type 4CXCR4P61073
172HeparanaseHPSEQ9Y251
173GlucagonGCGP01275
174Tumor necrosis factor receptor superfamily member 11BTNFRSF11BO00300
175Metalloproteinase inhibitor 1TIMP1P01033
176Metalloproteinase inhibitor 2TIMP2P16035
177Fibroblast growth factor 2FGF2P09038
178Lipoprotein lipaseLPLP06858
179Coagulation factor VF5P12259
180Cyclic AMP-responsive element-binding protein 1CREB1P16220
181Phosphatidylinositol 3,4,5-trisphosphate 5- phosphatase 2INPPL1O15357
182Tumor necrosis factor ligand superfamily member 6FASLGP48023