Skip to main content
Top
Published in: Journal of Natural Medicines 3/2024

29-04-2024 | Chronic Kidney Disease | Note

Integrative informatics analysis identifies that ginsenoside Re improves renal fibrosis through regulation of autophagy

Authors: Yingying Liu, Lingyun Mou, Zhengzi Yi, Qisheng Lin, Khadija Banu, Chengguo Wei, Xiaoxia Yu

Published in: Journal of Natural Medicines | Issue 3/2024

Login to get access

Abstract

We previously demonstrated that ginsenoside Re (G-Re) has protective effects on acute kidney injury. However, the underlying mechanism is still unclear. In this study, we conducted a meta-analysis and pathway enrichment analysis of all published transcriptome data to identify differentially expressed genes (DEGs) and pathways of G-Re treatment. We then performed in vitro studies to measure the identified autophagy and fibrosis markers in HK2 cells. In vivo studies were conducted using ureteric obstruction (UUO) and aristolochic acid nephropathy (AAN) models to evaluate the effects of G-Re on autophagy and kidney fibrosis. Our informatics analysis identified autophagy-related pathways enriched for G-Re treatment. Treatment with G-Re in HK2 cells reduced autophagy and mRNA levels of profibrosis markers with TGF-β stimulation. In addition, induction of autophagy with PP242 neutralized the anti-fibrotic effects of G-Re. In murine models with UUO and AAN, treatment with G-Re significantly improved renal function and reduced the upregulation of autophagy and profibrotic markers. A combination of informatics analysis and biological experiments confirmed that ginsenoside Re could improve renal fibrosis and kidney function through the regulation of autophagy. These findings provide important insights into the mechanisms of G-Re’s protective effects in kidney injuries.

Graphic abstract

Appendix
Available only for authorised users
Literature
1.
2.
go back to reference Choi KT (2008) Botanical characteristics, pharmacological effects and medicinal components of Korean Panax ginseng C A Meyer. Acta Pharmacol Sin 29:1109–1118CrossRefPubMed Choi KT (2008) Botanical characteristics, pharmacological effects and medicinal components of Korean Panax ginseng C A Meyer. Acta Pharmacol Sin 29:1109–1118CrossRefPubMed
3.
go back to reference Park EK, Choo MK, Kim EJ, Han MJ, Kim DH (2003) Antiallergic activity of ginsenoside Rh2. Biol Pharm Bull 26:1581–1584CrossRefPubMed Park EK, Choo MK, Kim EJ, Han MJ, Kim DH (2003) Antiallergic activity of ginsenoside Rh2. Biol Pharm Bull 26:1581–1584CrossRefPubMed
4.
go back to reference Hwang JT, Lee MS, Kim HJ, Sung MJ, Kim HY, Kim MS, Kwon DY (2009) Antiobesity effect of ginsenoside Rg3 involves the AMPK and PPAR-gamma signal pathways. Phytother Res 23:262–266CrossRefPubMed Hwang JT, Lee MS, Kim HJ, Sung MJ, Kim HY, Kim MS, Kwon DY (2009) Antiobesity effect of ginsenoside Rg3 involves the AMPK and PPAR-gamma signal pathways. Phytother Res 23:262–266CrossRefPubMed
6.
go back to reference Chen LM, Zhou XM, Cao YL, Hu WX (2008) Neuroprotection of ginsenoside Re in cerebral ischemia-reperfusion injury in rats. J Asian Nat Prod Res 10:439–445CrossRefPubMed Chen LM, Zhou XM, Cao YL, Hu WX (2008) Neuroprotection of ginsenoside Re in cerebral ischemia-reperfusion injury in rats. J Asian Nat Prod Res 10:439–445CrossRefPubMed
7.
go back to reference Liu Z, Li Z, Liu X (2002) Effect of ginsenoside Re on cardiomyocyte apoptosis and expression of Bcl-2/Bax gene after ischemia and reperfusion in rats. J Huazhong Univ Sci Technol Med Sci 22:305–309 Liu Z, Li Z, Liu X (2002) Effect of ginsenoside Re on cardiomyocyte apoptosis and expression of Bcl-2/Bax gene after ischemia and reperfusion in rats. J Huazhong Univ Sci Technol Med Sci 22:305–309
8.
go back to reference Cho JY, Kim AR, Yoo ES, Baik KU, Park MH (2002) Ginsenosides from panax ginseng differentially regulate lymphocyte proliferation. Planta Med 68:497–500CrossRefPubMed Cho JY, Kim AR, Yoo ES, Baik KU, Park MH (2002) Ginsenosides from panax ginseng differentially regulate lymphocyte proliferation. Planta Med 68:497–500CrossRefPubMed
9.
go back to reference Wang Z, Li YF, Han XY, Sun YS, Zhang LX, Liu W, Liu XX, Li W, Liu YY (2018) Kidney protection effect of ginsenoside Re and its underlying mechanisms on cisplatin-induced kidney injury. Cell Physiol Biochem 48:2219–2229CrossRefPubMed Wang Z, Li YF, Han XY, Sun YS, Zhang LX, Liu W, Liu XX, Li W, Liu YY (2018) Kidney protection effect of ginsenoside Re and its underlying mechanisms on cisplatin-induced kidney injury. Cell Physiol Biochem 48:2219–2229CrossRefPubMed
10.
go back to reference Wang QW, Yu XF, Xu HL, Zhao XZ, Sui DY (2019) Ginsenoside Re improves isoproterenol-induced myocardial fibrosis and heart failure in rats. Evid Based Complement Altern Med 2019:3714508 Wang QW, Yu XF, Xu HL, Zhao XZ, Sui DY (2019) Ginsenoside Re improves isoproterenol-induced myocardial fibrosis and heart failure in rats. Evid Based Complement Altern Med 2019:3714508
12.
go back to reference Zhang ZL, Liu ML, Huang YS, Liang WY, Zhang MM, Fan YD, Ma MF (2020) Ginsenoside Re enhances the survival of H9c2 cardiac muscle cells through regulation of autophagy. J Asian Nat Prod Res 22:774–787CrossRefPubMed Zhang ZL, Liu ML, Huang YS, Liang WY, Zhang MM, Fan YD, Ma MF (2020) Ginsenoside Re enhances the survival of H9c2 cardiac muscle cells through regulation of autophagy. J Asian Nat Prod Res 22:774–787CrossRefPubMed
13.
go back to reference Liu L, Ma F, Hao Y, Yi Z, Yu X, Xu B, Wei C, Hu J (2020) Integrative informatics analysis of transcriptome and identification of interacted genes in the glomeruli and tubules in CKD. Front Med (Lausanne) 7:615306CrossRefPubMed Liu L, Ma F, Hao Y, Yi Z, Yu X, Xu B, Wei C, Hu J (2020) Integrative informatics analysis of transcriptome and identification of interacted genes in the glomeruli and tubules in CKD. Front Med (Lausanne) 7:615306CrossRefPubMed
14.
go back to reference Ratnam KK, Feng X, Chuang PY, Verma V, Lu TC, Wang J, Jin Y, Farias EF, Napoli JL, Chen N, Kaufman L, Takano T, D’Agati VD, Klotman PE, He JC (2011) Role of the retinoic acid receptor-alpha in HIV-associated nephropathy. Kidney Int 79:624–634CrossRefPubMed Ratnam KK, Feng X, Chuang PY, Verma V, Lu TC, Wang J, Jin Y, Farias EF, Napoli JL, Chen N, Kaufman L, Takano T, D’Agati VD, Klotman PE, He JC (2011) Role of the retinoic acid receptor-alpha in HIV-associated nephropathy. Kidney Int 79:624–634CrossRefPubMed
15.
go back to reference Bolstad BM, Irizarry RA, Astrand M, Speed TP (2003) A comparison of normalization methods for high density oligonucleotide array data based on variance and bias. Bioinformatics 19:185–193CrossRefPubMed Bolstad BM, Irizarry RA, Astrand M, Speed TP (2003) A comparison of normalization methods for high density oligonucleotide array data based on variance and bias. Bioinformatics 19:185–193CrossRefPubMed
17.
go back to reference Hirschberg R (2005) Wound healing in the kidney: complex interactions in renal interstitial fibrogenesis. J Am Soc Nephrol 16:9–11CrossRefPubMed Hirschberg R (2005) Wound healing in the kidney: complex interactions in renal interstitial fibrogenesis. J Am Soc Nephrol 16:9–11CrossRefPubMed
18.
go back to reference Li X, Mo N, Li Z (2020) Ginsenosides: potential therapeutic source for fibrosis-associated human diseases. J Ginseng Res 44:386–398CrossRefPubMed Li X, Mo N, Li Z (2020) Ginsenosides: potential therapeutic source for fibrosis-associated human diseases. J Ginseng Res 44:386–398CrossRefPubMed
19.
go back to reference Xie XS, Yang M, Liu HC, Zuo C, Li Z, Deng Y, Fan JM (2008) Influence of ginsenoside Rg1, a panaxatriol saponin from panax notoginseng, on renal fibrosis in rats with unilateral ureteral obstruction. J Zhejiang Univ Sci B 9:885–894CrossRefPubMedPubMedCentral Xie XS, Yang M, Liu HC, Zuo C, Li Z, Deng Y, Fan JM (2008) Influence of ginsenoside Rg1, a panaxatriol saponin from panax notoginseng, on renal fibrosis in rats with unilateral ureteral obstruction. J Zhejiang Univ Sci B 9:885–894CrossRefPubMedPubMedCentral
20.
go back to reference Xie XS, Liu HC, Wang FP, Zhang CL, Zuo C, Deng Y, Fan JM (2010) Ginsenoside Rg1 modulation on thrombospondin-1 and vascular endothelial growth factor expression in early renal fibrogenesis in unilateral obstruction. Phytother Res 24:1581–1587CrossRefPubMed Xie XS, Liu HC, Wang FP, Zhang CL, Zuo C, Deng Y, Fan JM (2010) Ginsenoside Rg1 modulation on thrombospondin-1 and vascular endothelial growth factor expression in early renal fibrogenesis in unilateral obstruction. Phytother Res 24:1581–1587CrossRefPubMed
21.
go back to reference Lim SW, Jin L, Luo K, Jin J, Yang CW (2017) Ginseng extract reduces tacrolimus-induced oxidative stress by modulating autophagy in pancreatic beta cells. Lab Invest 97:1271–1281CrossRefPubMed Lim SW, Jin L, Luo K, Jin J, Yang CW (2017) Ginseng extract reduces tacrolimus-induced oxidative stress by modulating autophagy in pancreatic beta cells. Lab Invest 97:1271–1281CrossRefPubMed
22.
go back to reference Kang S, Kim JE, Song NR, Jung SK, Lee MH, Park JS, Yeom MH, Bode AM, Dong Z, Lee KW (2014) The ginsenoside 20-O-beta-D-glucopyranosyl-20(S)-protopanaxadiol induces autophagy and apoptosis in human melanoma via AMPK/JNK phosphorylation. PLoS ONE 9:e104305CrossRefPubMedPubMedCentral Kang S, Kim JE, Song NR, Jung SK, Lee MH, Park JS, Yeom MH, Bode AM, Dong Z, Lee KW (2014) The ginsenoside 20-O-beta-D-glucopyranosyl-20(S)-protopanaxadiol induces autophagy and apoptosis in human melanoma via AMPK/JNK phosphorylation. PLoS ONE 9:e104305CrossRefPubMedPubMedCentral
23.
go back to reference Liu X, Chen J, Sun N, Li N, Zhang Z, Zheng T, Li Z (2020) Ginsenoside Rb1 ameliorates autophagy via the AMPK/mTOR pathway in renal tubular epithelial cells in vitro and in vivo. Int J Biol Macromol 163:996–1009CrossRefPubMed Liu X, Chen J, Sun N, Li N, Zhang Z, Zheng T, Li Z (2020) Ginsenoside Rb1 ameliorates autophagy via the AMPK/mTOR pathway in renal tubular epithelial cells in vitro and in vivo. Int J Biol Macromol 163:996–1009CrossRefPubMed
25.
go back to reference Ravanan P, Srikumar IF, Talwar P (2017) Autophagy: the spotlight for cellular stress responses. Life Sci 188:53–67CrossRefPubMed Ravanan P, Srikumar IF, Talwar P (2017) Autophagy: the spotlight for cellular stress responses. Life Sci 188:53–67CrossRefPubMed
27.
28.
go back to reference Livingston MJ, Ding HF, Huang S, Hill JA, Yin XM, Dong Z (2016) Persistent activation of autophagy in kidney tubular cells promotes renal interstitial fibrosis during unilateral ureteral obstruction. Autophagy 12:976–998CrossRefPubMedPubMedCentral Livingston MJ, Ding HF, Huang S, Hill JA, Yin XM, Dong Z (2016) Persistent activation of autophagy in kidney tubular cells promotes renal interstitial fibrosis during unilateral ureteral obstruction. Autophagy 12:976–998CrossRefPubMedPubMedCentral
29.
go back to reference Kim WY, Nam SA, Song HC, Ko JS, Park SH, Kim HL, Choi EJ, Kim YS, Kim J, Kim YK (2012) The role of autophagy in unilateral ureteral obstruction rat model. Nephrology (Carlton) 17:148–159CrossRefPubMed Kim WY, Nam SA, Song HC, Ko JS, Park SH, Kim HL, Choi EJ, Kim YS, Kim J, Kim YK (2012) The role of autophagy in unilateral ureteral obstruction rat model. Nephrology (Carlton) 17:148–159CrossRefPubMed
30.
go back to reference Hafez MM, Hamed SS, El Khadragy MF, Hassan ZK, Al Rejaie SS, Sayed Ahmed MM, Al-Harbi NO, Al Hosaini KA, Al Harbi MM, Alhoshani AR, Al Shabanah OA, Alsharari SD (2017) Effect of ginseng extract on the TGF beta1 signaling pathway in CCl4 induced liver fibrosis in rats. BMC Complement Altern Med 17:1–11CrossRef Hafez MM, Hamed SS, El Khadragy MF, Hassan ZK, Al Rejaie SS, Sayed Ahmed MM, Al-Harbi NO, Al Hosaini KA, Al Harbi MM, Alhoshani AR, Al Shabanah OA, Alsharari SD (2017) Effect of ginseng extract on the TGF beta1 signaling pathway in CCl4 induced liver fibrosis in rats. BMC Complement Altern Med 17:1–11CrossRef
31.
go back to reference Kim DH, Chung JH, Yoon JS, Ha YM, Bae S, Lee EK, Jung KJ, Kim MS, Kim YJ, Kim MK, Chung HY (2013) Ginsenoside Rd inhibits the expressions of iNOS and COX-2 by suppressing NF-kappaB in LPS-stimulated RAW264.7 cells and mouse liver. J Ginseng Res 37:54–63CrossRefPubMedPubMedCentral Kim DH, Chung JH, Yoon JS, Ha YM, Bae S, Lee EK, Jung KJ, Kim MS, Kim YJ, Kim MK, Chung HY (2013) Ginsenoside Rd inhibits the expressions of iNOS and COX-2 by suppressing NF-kappaB in LPS-stimulated RAW264.7 cells and mouse liver. J Ginseng Res 37:54–63CrossRefPubMedPubMedCentral
Metadata
Title
Integrative informatics analysis identifies that ginsenoside Re improves renal fibrosis through regulation of autophagy
Authors
Yingying Liu
Lingyun Mou
Zhengzi Yi
Qisheng Lin
Khadija Banu
Chengguo Wei
Xiaoxia Yu
Publication date
29-04-2024
Publisher
Springer Nature Singapore
Published in
Journal of Natural Medicines / Issue 3/2024
Print ISSN: 1340-3443
Electronic ISSN: 1861-0293
DOI
https://doi.org/10.1007/s11418-024-01800-7

Other articles of this Issue 3/2024

Journal of Natural Medicines 3/2024 Go to the issue