Cargando…

Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model

Osteoporosis (OP) is a highly prevalent orthopedic condition in postmenopausal women and the elderly. Currently, OP treatments mainly include bisphosphonates, receptor activator of nuclear factor kappa-B ligand (RANKL) antibody therapy, selective estrogen receptor modulators, teriparatide (PTH1-34),...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Lang, Fan, Liuyi, Wang, Kexin, Chen, Yupeng, Liang, Lan, Qin, Xuemei, Lu, Aiping, Cao, Peng, Yu, Bin, Guan, Daogang, Peng, Junxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238601/
https://www.ncbi.nlm.nih.gov/pubmed/34239693
http://dx.doi.org/10.1155/2021/6641838
_version_ 1783714933034188800
author Yang, Lang
Fan, Liuyi
Wang, Kexin
Chen, Yupeng
Liang, Lan
Qin, Xuemei
Lu, Aiping
Cao, Peng
Yu, Bin
Guan, Daogang
Peng, Junxiang
author_facet Yang, Lang
Fan, Liuyi
Wang, Kexin
Chen, Yupeng
Liang, Lan
Qin, Xuemei
Lu, Aiping
Cao, Peng
Yu, Bin
Guan, Daogang
Peng, Junxiang
author_sort Yang, Lang
collection PubMed
description Osteoporosis (OP) is a highly prevalent orthopedic condition in postmenopausal women and the elderly. Currently, OP treatments mainly include bisphosphonates, receptor activator of nuclear factor kappa-B ligand (RANKL) antibody therapy, selective estrogen receptor modulators, teriparatide (PTH1-34), and menopausal hormone therapy. However, increasing evidence has indicated these treatments may exert serious side effects. In recent years, Traditional Chinese Medicine (TCM) has become popular for treating orthopedic disorders. Erxian Decoction (EXD) is widely used for the clinical treatment of OP, but its underlying molecular mechanisms are unclear thanks to its multiple components and multiple target features. In this research, we designed a network pharmacology method, which used a novel node importance calculation model to identify critical response networks (CRNs) and effective proteins. Based on these proteins, a target coverage contribution (TCC) model was designed to infer a core active component group (CACG). This approach decoded the mechanisms underpinning EXD's role in OP therapy. Our data indicated that the drug response network mediated by the CACG effectively retained information of the component-target (C-T) network of pathogenic genes. Functional pathway enrichment analysis showed that EXD exerted therapeutic effects toward OP by targeting PI3K-Akt signaling (hsa04151), calcium signaling (hsa04020), apoptosis (hsa04210), estrogen signaling (hsa04915), and osteoclast differentiation (hsa04380) via JNK, AKT, and ERK. Our method furnishes a feasible methodological strategy for formula optimization and mechanism analysis and also supplies a reference scheme for the secondary development of the TCM formula.
format Online
Article
Text
id pubmed-8238601
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-82386012021-07-07 Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model Yang, Lang Fan, Liuyi Wang, Kexin Chen, Yupeng Liang, Lan Qin, Xuemei Lu, Aiping Cao, Peng Yu, Bin Guan, Daogang Peng, Junxiang Oxid Med Cell Longev Research Article Osteoporosis (OP) is a highly prevalent orthopedic condition in postmenopausal women and the elderly. Currently, OP treatments mainly include bisphosphonates, receptor activator of nuclear factor kappa-B ligand (RANKL) antibody therapy, selective estrogen receptor modulators, teriparatide (PTH1-34), and menopausal hormone therapy. However, increasing evidence has indicated these treatments may exert serious side effects. In recent years, Traditional Chinese Medicine (TCM) has become popular for treating orthopedic disorders. Erxian Decoction (EXD) is widely used for the clinical treatment of OP, but its underlying molecular mechanisms are unclear thanks to its multiple components and multiple target features. In this research, we designed a network pharmacology method, which used a novel node importance calculation model to identify critical response networks (CRNs) and effective proteins. Based on these proteins, a target coverage contribution (TCC) model was designed to infer a core active component group (CACG). This approach decoded the mechanisms underpinning EXD's role in OP therapy. Our data indicated that the drug response network mediated by the CACG effectively retained information of the component-target (C-T) network of pathogenic genes. Functional pathway enrichment analysis showed that EXD exerted therapeutic effects toward OP by targeting PI3K-Akt signaling (hsa04151), calcium signaling (hsa04020), apoptosis (hsa04210), estrogen signaling (hsa04915), and osteoclast differentiation (hsa04380) via JNK, AKT, and ERK. Our method furnishes a feasible methodological strategy for formula optimization and mechanism analysis and also supplies a reference scheme for the secondary development of the TCM formula. Hindawi 2021-06-18 /pmc/articles/PMC8238601/ /pubmed/34239693 http://dx.doi.org/10.1155/2021/6641838 Text en Copyright © 2021 Lang Yang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Yang, Lang
Fan, Liuyi
Wang, Kexin
Chen, Yupeng
Liang, Lan
Qin, Xuemei
Lu, Aiping
Cao, Peng
Yu, Bin
Guan, Daogang
Peng, Junxiang
Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model
title Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model
title_full Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model
title_fullStr Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model
title_full_unstemmed Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model
title_short Analysis of Molecular Mechanism of Erxian Decoction in Treating Osteoporosis Based on Formula Optimization Model
title_sort analysis of molecular mechanism of erxian decoction in treating osteoporosis based on formula optimization model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238601/
https://www.ncbi.nlm.nih.gov/pubmed/34239693
http://dx.doi.org/10.1155/2021/6641838
work_keys_str_mv AT yanglang analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT fanliuyi analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT wangkexin analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT chenyupeng analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT lianglan analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT qinxuemei analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT luaiping analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT caopeng analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT yubin analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT guandaogang analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel
AT pengjunxiang analysisofmolecularmechanismoferxiandecoctionintreatingosteoporosisbasedonformulaoptimizationmodel