Potential of Gut Microbial Metabolites in Treating Osteoporosis and Obesity: A Network Pharmacology and Bioinformatics Approach.
Md Niaj MorshedMd Rezaul KarimReshmi AkterSafia IqbalRamya MathiyalaganJong Chan AhnDeok Chun YangJoong Hyun SongSe Chan KangDong Uk YangPublished in: Medical science monitor : international medical journal of experimental and clinical research (2024)
BACKGROUND The gut microbial metabolites demonstrate significant activity against metabolic diseases including osteoporosis (OP) and obesity, but active compounds, targets, and mechanisms have not been fully identified. Hence, the current investigation explored the mechanisms of active metabolites and targets against OP and obesity by using network pharmacology approaches. MATERIAL AND METHODS The gutMGene database was used to collect gut microbial targets-associated metabolites; DisGeNET and OMIM databases were used to identify targets relevant to OP and obesity. A total of 63 and 89 overlapped targets were considered the final OP and obesity targets after creating a Venn diagram of metabolites-related targets and disease-related targets. Furthermore, the top 20% of degrees, betweenness, and closeness were used to form the sub-network of protein-protein interaction of these targets. Finally, the biotransformation-increased receptors and biological mechanisms were identified and validated using ADMET properties analysis, molecular docking, and molecular dynamic simulation. RESULTS GO, KEGG pathway analysis, and protein-protein interactions were performed to establish metabolites and target networks. According to the enrichment analysis, OP and obesity are highly linked to the lipid and atherosclerosis pathways. Moreover, ADMET analysis depicts that the major metabolites have drug-likeliness activity and no or less toxicity. Following that, the molecular docking studies showed that compound K and TP53 target have a remarkable negative affinity (-8.0 kcal/mol) among all metabolites and targets for both diseases. Finally, the conformity of compound K against the targeted protein TP53 was validated by 250ns MD simulation. CONCLUSIONS Therefore, we summarized that compound K can regulate TP53 and could be developed as a therapy option for OP and obesity.
Keyphrases
- molecular docking
- insulin resistance
- metabolic syndrome
- ms ms
- weight loss
- type diabetes
- high fat diet induced
- weight gain
- protein protein
- cardiovascular disease
- small molecule
- microbial community
- mesenchymal stem cells
- adipose tissue
- postmenopausal women
- risk assessment
- zika virus
- emergency department
- oxidative stress
- cell therapy
- molecular dynamics
- dengue virus
- amino acid
- binding protein
- body composition
- mass spectrometry
- capillary electrophoresis