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A consortium of Hordeum vulgare and gut microbiota against non-alcoholic fatty liver disease via data-driven analysis

Authors :
Su-Been Lee
Haripriya Gupta
Byeong-Hyun Min
Raja Ganesan
Satya Priya Sharma
Sung-Min Won
Jin-Ju Jeong
Min-Gi Cha
Goo-Hyun Kwon
Min-Kyo Jeong
Ji-Ye Hyun
Jung-A Eom
Hee-Jin Park
Sang-Jun Yoon
Sang Youn Lee
Mi-Ran Choi
Dong Joon Kim
Ki-Kwang Oh
Ki-Tae Suk
Source :
Artificial Cells, Nanomedicine, and Biotechnology, Vol 52, Iss 1, Pp 250-260 (2024)
Publication Year :
2024
Publisher :
Taylor & Francis Group, 2024.

Abstract

Despite many recent studies on non-alcoholic fatty liver disease (NAFLD) therapeutics, the optimal treatment has yet to be determined. In this unfinished project, we combined secondary metabolites (SMs) from the gut microbiota (GM) and Hordeum vulgare (HV) to investigate their combinatorial effects via network pharmacology (NP). Additionally, we analyzed GM or barley – signalling pathways – targets – metabolites (GBSTMs) in combinatorial perspectives (HV, and GM). A total of 31 key targets were analysed via a protein-protein interaction (PPI) network, and JUN was identified as the uppermost target in NAFLD. On a bubble plot, we revealed that apelin signalling pathway, which had the lowest enrichment factor antagonize NAFLD. Holistically, we scrutinized GBSTM to identify key components (GM, signalling pathways, targets, and metabolites) associated with the Apelin signalling pathway. Consequently, we found that the primary GMs (Eubacterium limosum, Eggerthella sp. SDG-2, Alistipes indistinctus YIT 12060, Odoribacter laneus YIT 12061, Paraprevotella clara YIT 11840, Paraprevotella xylaniphila YIT 11841) to ameliorate NAFLD. The molecular docking test (MDT) suggested that tryptanthrin-JUN is an agonist, conversely, dihydroglycitein-HDAC5, 1,3-diphenylpropan-2-ol-NOS1, and (10[(Acetyloxy)methyl]-9-anthryl)methyl acetate-NOS2, which are antagonistic conformers in the apelin signalling pathway. Overall, these results suggest that combination therapy could be an effective strategy for treating NAFLD.

Details

Language :
English
ISSN :
21691401 and 2169141X
Volume :
52
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Artificial Cells, Nanomedicine, and Biotechnology
Publication Type :
Academic Journal
Accession number :
edsdoj.274ac6549d04b439968c1996147c160
Document Type :
article
Full Text :
https://doi.org/10.1080/21691401.2024.2347380