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Research Paper

Mechanistic insights into the renoprotective role of curcumin in cisplatin-induced acute kidney injury: network pharmacology analysis and experimental validation

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Pages 11039-11054 | Received 30 Sep 2021, Accepted 09 Nov 2021, Published online: 27 Nov 2021

Figures & data

Figure 1. The flow chart of this study

Figure 1. The flow chart of this study

Figure 2. The pharmacological properties of CUR and PPI network analysis of shared targets from CUR and CP-AKI. (a) 2D structure of curcumin (CUR) and the corresponding pharmacological properties. (b) The Venn diagram acquired an intersection between CUR and CP-AKI. The purple area indicates targets for CUR, the yellow zone indicates targets for CP-AKI, and the overlap zone indicates the common targets. (c) PPI network of CUR against CP-AKI. Nodes represent targets protein; edges indicate interaction of targets. The larger the node and the deeper the color, the higher the degree. (d) The top 10 core targets ranked by degree-value. (e) PPI network analysis of core targets

Figure 2. The pharmacological properties of CUR and PPI network analysis of shared targets from CUR and CP-AKI. (a) 2D structure of curcumin (CUR) and the corresponding pharmacological properties. (b) The Venn diagram acquired an intersection between CUR and CP-AKI. The purple area indicates targets for CUR, the yellow zone indicates targets for CP-AKI, and the overlap zone indicates the common targets. (c) PPI network of CUR against CP-AKI. Nodes represent targets protein; edges indicate interaction of targets. The larger the node and the deeper the color, the higher the degree. (d) The top 10 core targets ranked by degree-value. (e) PPI network analysis of core targets

Figure 3. Docking analysis between CUR and the top four core targets: AKT1, TP53, CASP3, and HIF1A (ranked by degree-value) (a–d). The deep green dashed lines indicate hydrogen bonds, light pink dashed lines suggest pi-alkyl, deep pink dashed lines represent pi-pi stack, and brown dashed lines indicate pi-Anion interactions. The light green nodes represented the Vander Waals interactions. The dark red nodes indicate unfavorable donor-donor

Figure 3. Docking analysis between CUR and the top four core targets: AKT1, TP53, CASP3, and HIF1A (ranked by degree-value) (a–d). The deep green dashed lines indicate hydrogen bonds, light pink dashed lines suggest pi-alkyl, deep pink dashed lines represent pi-pi stack, and brown dashed lines indicate pi-Anion interactions. The light green nodes represented the Vander Waals interactions. The dark red nodes indicate unfavorable donor-donor

Table 1. Molecular docking of the top four core targets by degree with CUR

Figure 4. GO enrichment analysis and KEGG pathway enrichment analysis of CUR against CP-AKI. (a) The biological process (BP), cell composition (CC), and molecular function (MF) of GO enrichment analysis were represented by brown columns, green columns, and blue columns, respectively. The X-axis represents the enrichment score, and the Y-axis indicates the category of GO. (b) The top 20 KEGG pathways are presented in the bubble chart. The X-axis shows the gene ratio, the color represents the p-value, and bubble size represents the count of targets enriched in terms. (c) The PPI network of targets involved in the PI3K-Akt signaling pathway

Figure 4. GO enrichment analysis and KEGG pathway enrichment analysis of CUR against CP-AKI. (a) The biological process (BP), cell composition (CC), and molecular function (MF) of GO enrichment analysis were represented by brown columns, green columns, and blue columns, respectively. The X-axis represents the enrichment score, and the Y-axis indicates the category of GO. (b) The top 20 KEGG pathways are presented in the bubble chart. The X-axis shows the gene ratio, the color represents the p-value, and bubble size represents the count of targets enriched in terms. (c) The PPI network of targets involved in the PI3K-Akt signaling pathway

Table 2. Top 20 terms of KEGG pathways enriched in CUR against CP-AKI

Figure 5. (a) KEGG pathway-target network diagram of CUR against CP-AKI. Red ellipse nodes represent enriched KEGG pathways, purple rectangle nodes indicate the targets, and the green diamond node indicates CUR. (b) Schematic drawing of the PI3K-Akt signaling pathway. The red font labels show the targets of CUR against CP-AKI involved in the PI3K-Akt signaling pathway

Figure 5. (a) KEGG pathway-target network diagram of CUR against CP-AKI. Red ellipse nodes represent enriched KEGG pathways, purple rectangle nodes indicate the targets, and the green diamond node indicates CUR. (b) Schematic drawing of the PI3K-Akt signaling pathway. The red font labels show the targets of CUR against CP-AKI involved in the PI3K-Akt signaling pathway

Figure 6. CUR inhibited CP-induced HK-2 cells apoptosis. (a) The cell viability of HK-2 cells exposed to different concentrations of CUR for 24 h was detected using CCK-8 analysis. Data are means ± SD (n = 7). * vs 0 μM: *p < 0.05. (b) Cell viability was evaluated by CCK-8 in HK-2 cells stimulated with CUR and CP for 24 h. Data are means ± SD (n = 7). *vs CON group: *p < 0.05; #vs CP group: #p < 0.05. (c) Protein levels of Bcl2, Bax, and cleaved caspase-3 (Cle-casp3) were measured by Western blots in HK-2 cells treated with CP or CUR for 24 h, and quantitatively analyzed. (d) Cell apoptosis was detected by flow cytometry in HK-2 cells after being treated with CP and CUR. Data are means ± SD (n = 3). HK-2 cells treated with 0.1% DMSO solvent served as CON group. *vs CON group: *p < 0.05, **p < 0.01; #vs CP group: #< 0.05

Figure 6. CUR inhibited CP-induced HK-2 cells apoptosis. (a) The cell viability of HK-2 cells exposed to different concentrations of CUR for 24 h was detected using CCK-8 analysis. Data are means ± SD (n = 7). * vs 0 μM: *p < 0.05. (b) Cell viability was evaluated by CCK-8 in HK-2 cells stimulated with CUR and CP for 24 h. Data are means ± SD (n = 7). *vs CON group: *p < 0.05; #vs CP group: #p < 0.05. (c) Protein levels of Bcl2, Bax, and cleaved caspase-3 (Cle-casp3) were measured by Western blots in HK-2 cells treated with CP or CUR for 24 h, and quantitatively analyzed. (d) Cell apoptosis was detected by flow cytometry in HK-2 cells after being treated with CP and CUR. Data are means ± SD (n = 3). HK-2 cells treated with 0.1% DMSO solvent served as CON group. *vs CON group: *p < 0.05, **p < 0.01; #vs CP group: #p < 0.05

Figure 7. CUR exerts anti-apoptosis effects via the Akt signaling pathway in HK-2 cells. (a) The protein levels of phosphorylated Akt (p-Akt, Ser473) and total Akt (Akt)were measured by Western blotting in HK-2 cells treated with CP and CUR, and quantitatively analyzed. (b) Western blots detected p-Akt and Akt in HK-2 cells stimulated with VIII, and quantitatively analyzed. (c) Western blots evaluated protein expression of Bcl2, Bax, and cleaved caspase-3 in HK-2 cells stimulated with CP, CUR, and VIII, then quantitatively analyzed. (d) Apoptosis was analyzed by flow cytometry in HK-2 cells incubated with CP, CUR, and VIII. Data are means ± SD (n = 3). HK-2 cells treated with 0.1% DMSO solvent served as CON. *vs CON group: *p < 0.05, **p < 0.01; #vs CP group: #p < 0.05; &vs CUR+CP group: &p < 0.05

Figure 7. CUR exerts anti-apoptosis effects via the Akt signaling pathway in HK-2 cells. (a) The protein levels of phosphorylated Akt (p-Akt, Ser473) and total Akt (Akt)were measured by Western blotting in HK-2 cells treated with CP and CUR, and quantitatively analyzed. (b) Western blots detected p-Akt and Akt in HK-2 cells stimulated with VIII, and quantitatively analyzed. (c) Western blots evaluated protein expression of Bcl2, Bax, and cleaved caspase-3 in HK-2 cells stimulated with CP, CUR, and VIII, then quantitatively analyzed. (d) Apoptosis was analyzed by flow cytometry in HK-2 cells incubated with CP, CUR, and VIII. Data are means ± SD (n = 3). HK-2 cells treated with 0.1% DMSO solvent served as CON. *vs CON group: *p < 0.05, **p < 0.01; #vs CP group: #p < 0.05; &vs CUR+CP group: &p < 0.05

Data availability statement

The data used to support the findings of this study are included within the article.