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Oh KK, Eom JA, Lee KJ, Kwon GH, Yoon SJ, Song SH, Park JH, Kim JS, Kim DJ, Suk KT. The epitome of tailor-made short positively charged peptides against HCC via integrated pharmacology. J Transl Med 2024; 22:279. [PMID: 38491465 PMCID: PMC10941355 DOI: 10.1186/s12967-024-05087-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 03/18/2024] Open
Affiliation(s)
- Ki-Kwang Oh
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Jung-A Eom
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Kyeong Jin Lee
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Goo-Hyun Kwon
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Sang-Jun Yoon
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Seol Hee Song
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Jeong Ha Park
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Jeong Su Kim
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Dong Joon Kim
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Ki-Tae Suk
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea.
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Oh KK, Yoon SJ, Eom JA, Lee KJ, Kwon GH, Kim DJ, Suk KT. A strategy to pioneer key agent(s) in Cephalotaxus alkaloids against pan-cancer via filtering methodology based on integrated pharmacology. J Transl Med 2024; 22:262. [PMID: 38462631 PMCID: PMC10926570 DOI: 10.1186/s12967-024-05059-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 03/04/2024] [Indexed: 03/12/2024] Open
Affiliation(s)
- Ki-Kwang Oh
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Sang-Jun Yoon
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Jung-A Eom
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Kyeong Jin Lee
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Goo-Hyun Kwon
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Dong Joon Kim
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea
| | - Ki-Tae Suk
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon, 24252, Korea.
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Oh KK, Gupta H, Ganesan R, Sharma SP, Won SM, Jeong JJ, Lee SB, Cha MG, Kwon GH, Jeong MK, Min BH, Hyun JY, Eom JA, Park HJ, Yoon SJ, Choi MR, Kim DJ, Suk KT. The seamless integration of dietary plant-derived natural flavonoids and gut microbiota may ameliorate non-alcoholic fatty liver disease: a network pharmacology analysis. Artif Cells Nanomed Biotechnol 2023; 51:217-232. [PMID: 37129458 DOI: 10.1080/21691401.2023.2203734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
We comprised metabolites of gut microbiota (GM; endogenous species) and dietary plant-derived natural flavonoids (DPDNFs; exogenous species) were known as potent effectors against non-alcoholic fatty liver disease (NAFLD) via network pharmacology (NP). The crucial targets against NAFLD were identified via GM and DPDNFs. The protein interaction (PPI), bubble chart and networks of GM or natural products- metabolites-targets-key signalling (GNMTK) pathway were described via R Package. Furthermore, the molecular docking test (MDT) to verify the affinity was performed between metabolite(s) and target(s) on a key signalling pathway. On the networks of GNMTK, Enterococcus sp. 45, Escherichia sp.12, Escherichia sp.33 and Bacterium MRG-PMF-1 as key microbiota; flavonoid-rich products as key natural resources; luteolin and myricetin as key metabolites (or dietary flavonoids); AKT Serine/Threonine Kinase 1 (AKT1), CF Transmembrane conductance Regulator (CFTR) and PhosphoInositide-3-Kinase, Regulatory subunit 1 (PIK3R1) as key targets are promising components to treat NAFLD, by suppressing cyclic Adenosine MonoPhosphate (cAMP) signalling pathway. This study shows that components (microbiota, metabolites, targets and a key signalling pathway) and DPDNFs can exert combinatorial pharmacological effects against NAFLD. Overall, the integrated pharmacological approach sheds light on the relationships between GM and DPDNFs.
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Affiliation(s)
- Ki-Kwang Oh
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Haripriya Gupta
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Raja Ganesan
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Satya Priya Sharma
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Sung-Min Won
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Jin-Ju Jeong
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Su-Been Lee
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Min-Gi Cha
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Goo-Hyun Kwon
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Min-Kyo Jeong
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Byeong-Hyun Min
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Ji-Ye Hyun
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Jung-A Eom
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Hee-Jin Park
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Sang-Jun Yoon
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Mi-Ran Choi
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Dong Joon Kim
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
| | - Ki-Tae Suk
- Center for Microbiome, Institute for Liver and Digestive Diseases, Hallym University Medical Center, Chuncheon, Korea
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Oh KK, Choi I, Gupta H, Raja G, Sharma SP, Won SM, Jeong JJ, Lee SB, Cha MG, Kwon GH, Jeong MK, Min BH, Hyun JY, Eom JA, Park HJ, Yoon SJ, Choi MR, Kim DJ, Suk KT. New insight into gut microbiota-derived metabolites to enhance liver regeneration via network pharmacology study. Artif Cells Nanomed Biotechnol 2023; 51:1-12. [PMID: 36562095 DOI: 10.1080/21691401.2022.2155661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
We intended to identify favourable metabolite(s) and pharmacological mechanism(s) of gut microbiota (GM) for liver regeneration (LR) through network pharmacology. We utilized the gutMGene database to obtain metabolites of GM, and targets associated with metabolites as well as LR-related targets were identified using public databases. Furthermore, we performed a molecular docking assay on the active metabolite(s) and target(s) to verify the network pharmacological concept. We mined a total of 208 metabolites in the gutMGene database and selected 668 targets from the SEA (1,256 targets) and STP (947 targets) databases. Finally, 13 targets were identified between 61 targets and the gutMGene database (243 targets). Protein-protein interaction network analysis showed that AKT1 is a hub target correlated with 12 additional targets. In this study, we describe the potential microbe from the microbiota (E. coli), chemokine signalling pathway, AKT1 and myricetin that accelerate LR, providing scientific evidence for further clinical trials.
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Affiliation(s)
- Ki-Kwang Oh
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Ickwon Choi
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Haripriya Gupta
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Ganesan Raja
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Satya Priya Sharma
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Sung-Min Won
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Jin-Ju Jeong
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Su-Been Lee
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Min-Gi Cha
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Goo-Hyun Kwon
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Min-Kyo Jeong
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Byeong-Hyun Min
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Ji-Ye Hyun
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Jung-A Eom
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Hee-Jin Park
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Sang-Jun Yoon
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Mi-Ran Choi
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Dong Joon Kim
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
| | - Ki-Tae Suk
- Hallym University College of Medicine, Institute for Liver and Digestive Diseases, Chuncheon, Korea
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Oh KK, Choi YR, Gupta H, Ganesan R, Sharma SP, Won SM, Jeong JJ, Lee SB, Cha MG, Kwon GH, Kim DJ, Suk KT. Identification of Gut Microbiome Metabolites via Network Pharmacology Analysis in Treating Alcoholic Liver Disease. Curr Issues Mol Biol 2022; 44:3253-3266. [PMID: 35877448 PMCID: PMC9316215 DOI: 10.3390/cimb44070224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 07/15/2022] [Accepted: 07/17/2022] [Indexed: 12/03/2022] Open
Abstract
Alcoholic liver disease (ALD) is linked to a broad spectrum of diseases, including diabetes, hypertension, atherosclerosis, and even liver carcinoma. The ALD spectrum includes alcoholic fatty liver disease (AFLD), alcoholic hepatitis, and cirrhosis. Most recently, some reports demonstrated that the pathogenesis of ALD is strongly associated with metabolites of human microbiota. AFLD was the onset of disease among ALDs, the initial cause of which is alcohol consumption. Thus, we analyzed the significant metabolites of microbiota against AFLD via the network pharmacology concept. The metabolites from microbiota were retrieved by the gutMGene database; sequentially, AFLD targets were identified by public databases (DisGeNET, OMIM). The final targets were utilized for protein–protein interaction (PPI) networks and signaling pathway analyses. Then, we performed a molecular docking test (MDT) to verify the affinity between metabolite(s) and target(s) utilizing the Autodock 1.5.6 tool. From a holistic viewpoint, we integrated the relationships of microbiota-signaling pathways-targets-metabolites (MSTM) using the R Package. We identified the uppermost six key targets (TLR4, RELA, IL6, PPARG, COX-2, and CYP1A2) against AFLD. The PPI network analysis revealed that TLR4, RELA, IL6, PPARG, and COX-2 had equivalent degrees of value (4); however, CYP1A2 had no associations with the other targets. The bubble chart showed that the PI3K-Akt signaling pathway in nine signaling pathways might be the most significant mechanism with antagonistic functions in the treatment of AFLD. The MDT confirmed that Icaritin is a promising agent to bind stably to RELA (known as NF-Κb). In parallel, Bacterium MRG-PMF-1, the PI3K-Akt signaling pathway, RELA, and Icaritin were the most significant components against AFLD in MSTM networks. In conclusion, we showed that the Icaritin–RELA complex on the PI3K-Akt signaling pathway by bacterial MRG-PMF-1 might have promising therapeutic effects against AFLD, providing crucial evidence for further research.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Ki-Tae Suk
- Correspondence: ; Tel.: +82-10-5365-5700; Fax: +82-033-248-3481
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Kwon GH, Kim TY, Kim SJ. Electrokinetic microscopy: a technique for imaging three-dimensional surface topography and heterogeneity of surface material. Rev Sci Instrum 2013; 84:043706. [PMID: 23635202 DOI: 10.1063/1.4802256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
In the present study, we introduce the concept of an electrokinetic microscope (EKM), a non-contact type probe microscope that can simultaneously provide a test specimen's three-dimensional surface topography and heterogeneity of surface material. In the EKM, the flow impedance and the streaming potential are measured during the scanning process to reproduce the topography and the heterogeneity, respectively. The working principle of the EKM is experimentally demonstrated by measuring specimens whose surfaces consist of thin layers of various materials and topographical differences. Experimental results also show that the EKM can be used regardless of the electrical conductivity of test specimens.
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Affiliation(s)
- G H Kwon
- School of Mechanical, Aerospace and Systems Engineering, KAIST, 353 Gwahangno, Daejeon, South Korea
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