1
|
Khanal P, Patil VS, Bhandare VV, Patil PP, Patil BM, Dwivedi PSR, Bhattacharya K, Harish DR, Roy S. Systems and in vitro pharmacology profiling of diosgenin against breast cancer. Front Pharmacol 2023; 13:1052849. [PMID: 36686654 PMCID: PMC9846155 DOI: 10.3389/fphar.2022.1052849] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/05/2022] [Indexed: 01/06/2023] Open
Abstract
Aim: The purpose of this study was to establish a mode of action for diosgenin against breast cancer employing a range of system biology tools and to corroborate its results with experimental facts. Methodology: The diosgenin-regulated domains implicated in breast cancer were enriched in the Kyoto Encyclopedia of Genes and Genomes database to establish diosgenin-protein(s)-pathway(s) associations. Later, molecular docking and the lead complexes were considered for molecular dynamics simulations, MMPBSA, principal component, and dynamics cross-correlation matrix analysis using GROMACS v2021. Furthermore, survival analysis was carried out for the diosgenin-regulated proteins that were anticipated to be involved in breast cancer. For gene expression analyses, the top three targets with the highest binding affinity for diosgenin and tumor expression were examined. Furthermore, the effect of diosgenin on cell proliferation, cytotoxicity, and the partial Warburg effect was tested to validate the computational findings using functional outputs of the lead targets. Results: The protein-protein interaction had 57 edges, an average node degree of 5.43, and a p-value of 3.83e-14. Furthermore, enrichment analysis showed 36 KEGG pathways, 12 cellular components, 27 molecular functions, and 307 biological processes. In network analysis, three hub proteins were notably modulated: IGF1R, MDM2, and SRC, diosgenin with the highest binding affinity with IGF1R (binding energy -8.6 kcal/mol). Furthermore, during the 150 ns molecular dynamics (MD) projection run, diosgenin exhibited robust intermolecular interactions and had the least free binding energy with IGF1R (-35.143 kcal/mol) compared to MDM2 (-34.619 kcal/mol), and SRC (-17.944 kcal/mol). Diosgenin exhibited the highest cytotoxicity against MCF7 cell lines (IC50 12.05 ± 1.33) µg/ml. Furthermore, in H2O2-induced oxidative stress, the inhibitory constant (IC50 7.68 ± 0.51) µg/ml of diosgenin was lowest in MCF7 cell lines. However, the reversal of the Warburg effect by diosgenin seemed to be maximum in non-cancer Vero cell lines (EC50 15.27 ± 0.95) µg/ml compared to the rest. Furthermore, diosgenin inhibited cell proliferation in SKBR3 cell lines more though. Conclusion: The current study demonstrated that diosgenin impacts a series of signaling pathways, involved in the advancement of breast cancer, including FoxO, PI3K-Akt, p53, Ras, and MAPK signaling. Additionally, diosgenin established a persistent diosgenin-protein complex and had a significant binding affinity towards IGF1R, MDM2, and SRC. It is possible that this slowed down cell growth, countered the Warburg phenomenon, and showed the cytotoxicity towards breast cancer cells.
Collapse
Affiliation(s)
- Pukar Khanal
- Department of Pharmacology, NGSM Institute of Pharmaceutical Sciences (NGSMIPS), Nitte (Deemed to be University), Mangalore, India,*Correspondence: Pukar Khanal, ; Darasaguppe R. Harish,
| | - Vishal S. Patil
- ICMR-National Institute of Traditional Medicine, Belagavi, Karnataka, India
| | | | - Priyanka P. Patil
- Department of Pharmacology, KLE College of Pharmacy Belagavi, KLE Academy of Higher Education and Research (KAHER), Belagavi, India
| | - B. M. Patil
- PRES’s Pravara Rural College of Pharmacy Pravaranagar, Loni, Maharashtra, India
| | - Prarambh S. R. Dwivedi
- Department of Pharmacology, NGSM Institute of Pharmaceutical Sciences (NGSMIPS), Nitte (Deemed to be University), Mangalore, India
| | - Kunal Bhattacharya
- Pratiksha Institute of Pharmaceutical Sciences, Guwahati, Assam, India,Royal School of Pharmacy, The Assam Royal Global University, Guwahati, Assam, India
| | - Darasaguppe R. Harish
- ICMR-National Institute of Traditional Medicine, Belagavi, Karnataka, India,*Correspondence: Pukar Khanal, ; Darasaguppe R. Harish,
| | - Subarna Roy
- ICMR-National Institute of Traditional Medicine, Belagavi, Karnataka, India
| |
Collapse
|
2
|
Li M, Li W, Ren FQ, Zhang ML. miRNA-186 Improves Sepsis Induced Renal Injury Via PTEN/PI3K/AKT/P53 Pathway. Open Med (Wars) 2020; 15:254-260. [PMID: 32292821 PMCID: PMC7147291 DOI: 10.1515/med-2020-0036] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 11/12/2019] [Indexed: 12/14/2022] Open
Abstract
Aim The aim of this study is to explain the effects of miRNA-186 in renal injury induced by sepsis. Methods The Wistar rats were divided into 3 groups: the Sham group, Sepsis model group and the miRNA-186 group based on the model group; there were 9 rats in every group. The rat sepsis model was reproduced by cecal ligation and puncture (CLP). The rats of the miRNA-186 group were injected miRNA-186 from caudal vein. The rats of the difference group were killed after operation 24 h. The kidneys of the difference groups were taken for histopathological and cell apoptosis analysis by H&E and TUNEL assay. The relative protein expressions were measured by WB assay. miRNA-186 target to Phosphatase and tensin homologous protein (PTEN). Results Compared with the Sham group, the kidney histopathological and cell apoptosis rates of the model group were significantly damaged (P<0.05, respectively), however, the kidney histopathological and cell apoptosis rate of miRNA-186 group were significantly improved compared with the model group (P<0.05, respectively). The relative protein expressions were significantly different among 3 groups (P<0.05, respectively). The PTEN was the target of the miRNA-186. Conclusion miRNA-186 over-expression has effects that improve renal injury induced by sepsis via PTEN pathway.
Collapse
Affiliation(s)
- Min Li
- Department of Intensive Care Unit, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong, 250013, China
| | - Wei Li
- Department of Intensive Care Unit, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong, 250013, China
| | - Feng-Qin Ren
- Department of Intensive Care Unit, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong, 250013, China
| | - Ming-Li Zhang
- Department of Intensive Care Unit, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong, 250013, China
| |
Collapse
|
3
|
Malik MZ, Alam MJ, Ishrat R, Agarwal SM, Singh RKB. Control of apoptosis by SMAR1. MOLECULAR BIOSYSTEMS 2017; 13:350-362. [PMID: 27934984 DOI: 10.1039/c6mb00525j] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The nuclear matrix associated protein SMAR1 is sensitive to p53 and acts as a stress inducer as well as a regulator in the p53 regulatory network. Depending on the amount of stress SMAR1 stimulates, it can drive the p53 dynamics in the system to various dynamical states which correspond to various cellular states. The behavior of p53 in these dynamical states is found to be multifractal, due to the mostly long range correlations and large scale fluctuations imparted by stress. This fractal behavior is exhibited in the topological properties of the networks constructed from these dynamical states, and is a signature of self-organization to optimize information flow in the dynamics. The assortativity found in these networks is due to perturbation induced by stress, and indicates that the hubs in the time series play a significant role in stress management. SMAR1 can also regulate apoptosis in the presence of HDAC1, depending on the stress induced by it.
Collapse
Affiliation(s)
- Md Zubbair Malik
- Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, New Delhi-110025, India and School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi-110067, India.
| | - Md Jahoor Alam
- College of Applied Medical Sciences, University of Ha'il, Ha'il-2440, Kingdom of Saudi Arabia
| | - Romana Ishrat
- Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, New Delhi-110025, India
| | - Subhash M Agarwal
- Bioinformatics Division, Institute of Cytology and Preventive Oncology, 1-7, Sector - 39, Noida 201301, India
| | - R K Brojen Singh
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi-110067, India.
| |
Collapse
|
4
|
Zhdanov VP. Kinetic aspects of enzyme-mediated repair of DNA single-strand breaks. Biosystems 2016; 150:194-199. [PMID: 27771386 DOI: 10.1016/j.biosystems.2016.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Revised: 09/22/2016] [Accepted: 09/23/2016] [Indexed: 10/20/2022]
Abstract
In cells and bacteria, DNA can be damaged in different ways. The efficient damage repair, mediated by various enzymes, is crucial for their survival. Most frequently, the damage is reduced to single-strand breaks. In human cells, according to the experiments, the repair of such breaks can mechanistically be divided into four steps including (i) the break detection, (ii) processing of damaged ends, (iii) gap filling, and (iv) ligation of unbound ends of the broken strand. The first and second steps run in parallel while the third and fourth steps are sequential. The author proposes a kinetic model describing these steps. It allows one to understand the likely dependence of the number of breaks in different states on enzyme concentrations. The dependence of these concentrations on the rate of the formation of breaks can be understood as well. In addition, the likely role of unzipping and zipping of the fragments of broken ends of the strand in the ligation step has been scrutinized taking the specifics of binding of DNA stands into account.
Collapse
Affiliation(s)
- Vladimir P Zhdanov
- Division of Biological Physics, Department of Physics, Chalmers University of Technology, S-41296 Göteborg, Sweden; Boreskov Institute of Catalysis, Russian Academy of Sciences, Novosibirsk 630090, Russia.
| |
Collapse
|
5
|
Rangarajan N, Fox Z, Singh A, Kulkarni P, Rangarajan G. Disorder, oscillatory dynamics and state switching: the role of c-Myc. J Theor Biol 2015; 386:105-14. [PMID: 26408335 DOI: 10.1016/j.jtbi.2015.09.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Revised: 09/12/2015] [Accepted: 09/15/2015] [Indexed: 12/15/2022]
Abstract
In this paper, using the intrinsically disordered oncoprotein Myc as an example, we present a mathematical model to help explain how protein oscillatory dynamics can influence state switching. Earlier studies have demonstrated that, while Myc overexpression can facilitate state switching and transform a normal cell into a cancer phenotype, its downregulation can reverse state-switching. A fundamental aspect of the model is that a Myc threshold determines cell fate in cells expressing p53. We demonstrate that a non-cooperative positive feedback loop coupled with Myc sequestration at multiple binding sites can generate bistable Myc levels. Normal quiescent cells with Myc levels below the threshold can respond to mitogenic signals to activate the cyclin/cdk oscillator for limited cell divisions but the p53/Mdm2 oscillator remains nonfunctional. In response to stress, the p53/Mdm2 oscillator is activated in pulses that are critical to DNA repair. But if stress causes Myc levels to cross the threshold, Myc inactivates the p53/Mdm2 oscillator, abrogates p53 pulses, and pushes the cyclin/cdk oscillator into overdrive sustaining unchecked proliferation seen in cancer. However, if Myc is downregulated, the cyclin/cdk oscillator is inactivated and the p53/Mdm2 oscillator is reset and the cancer phenotype is reversed.
Collapse
Affiliation(s)
| | - Zach Fox
- Biomedical Engineering, University of Delaware, Newark, DE, USA
| | - Abhyudai Singh
- Biomedical Engineering, University of Delaware, Newark, DE, USA; Electrical and Computer Engineering, University of Delaware, Newark, DE, USA
| | - Prakash Kulkarni
- Department of Urology and Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Govindan Rangarajan
- Department of Mathematics, Indian Institute of Science, Bangalore, India; Centre for Neuroscience, Indian Institute of Science, Bangalore, India.
| |
Collapse
|