Cargando…
Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus
BACKGROUND: Heart failure (HF) and diabetes mellitus (DM) are life-threatening diseases. However, existing clinical drugs to treat HF complicated with DM are relatively limited. In this study, we performed a viable bioinformatics strategy combining network pharmacology and molecular docking to ident...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9309256/ https://www.ncbi.nlm.nih.gov/pubmed/35898453 http://dx.doi.org/10.3389/fendo.2022.790619 |
_version_ | 1784753117750886400 |
---|---|
author | Xu, Hongyuan Qin, Jingru Qin, Lixiu Guo, Chao Yang, Bin |
author_facet | Xu, Hongyuan Qin, Jingru Qin, Lixiu Guo, Chao Yang, Bin |
author_sort | Xu, Hongyuan |
collection | PubMed |
description | BACKGROUND: Heart failure (HF) and diabetes mellitus (DM) are life-threatening diseases. However, existing clinical drugs to treat HF complicated with DM are relatively limited. In this study, we performed a viable bioinformatics strategy combining network pharmacology and molecular docking to identify potential anti-HF and -DM targets and therapeutic mechanisms of calycosin, a functional phytoestrogen. METHODS: Web-based databases were used to collect candidate genes/targets of calycosin and HF/DM and then identify the hub bio-targets of calycosin against HF/DM. Using the online-available database, all functional processes and signaling pathways of calycosin against HF/DM were screened and identified before further visualization. RESULTS: All potential bio-targets of calycosin and HF/DM were collected, and 20 hub targets of calycosin against HF/DM were identified. Interestingly, molecular docking findings indicated that mitogen-activated protein kinase-1 (MAPK1), β-arrestin 1 (ARRB1), and homologue-1 (ABL1) may be potent pharmacological targets of calycosin against HF/DM. In addition, all primary molecular functions of calycosin against HF/DM were identified, including regulating protein binding, ubiquitination, and the metabolic process. Furthermore, the top molecular pathways of calycosin against HF/DM were revealed, including cardiomyocyte and chemokine signaling pathways. CONCLUSION: Our bioinformatics analysis uncovered the network targets and therapeutic mechanisms of calycosin against HF/DM. For the first time, the current in silico findings revealed that the identified hub targets may be used to screen and treat HF/DM. |
format | Online Article Text |
id | pubmed-9309256 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93092562022-07-26 Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus Xu, Hongyuan Qin, Jingru Qin, Lixiu Guo, Chao Yang, Bin Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Heart failure (HF) and diabetes mellitus (DM) are life-threatening diseases. However, existing clinical drugs to treat HF complicated with DM are relatively limited. In this study, we performed a viable bioinformatics strategy combining network pharmacology and molecular docking to identify potential anti-HF and -DM targets and therapeutic mechanisms of calycosin, a functional phytoestrogen. METHODS: Web-based databases were used to collect candidate genes/targets of calycosin and HF/DM and then identify the hub bio-targets of calycosin against HF/DM. Using the online-available database, all functional processes and signaling pathways of calycosin against HF/DM were screened and identified before further visualization. RESULTS: All potential bio-targets of calycosin and HF/DM were collected, and 20 hub targets of calycosin against HF/DM were identified. Interestingly, molecular docking findings indicated that mitogen-activated protein kinase-1 (MAPK1), β-arrestin 1 (ARRB1), and homologue-1 (ABL1) may be potent pharmacological targets of calycosin against HF/DM. In addition, all primary molecular functions of calycosin against HF/DM were identified, including regulating protein binding, ubiquitination, and the metabolic process. Furthermore, the top molecular pathways of calycosin against HF/DM were revealed, including cardiomyocyte and chemokine signaling pathways. CONCLUSION: Our bioinformatics analysis uncovered the network targets and therapeutic mechanisms of calycosin against HF/DM. For the first time, the current in silico findings revealed that the identified hub targets may be used to screen and treat HF/DM. Frontiers Media S.A. 2022-07-08 /pmc/articles/PMC9309256/ /pubmed/35898453 http://dx.doi.org/10.3389/fendo.2022.790619 Text en Copyright © 2022 Xu, Qin, Qin, Guo and Yang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Xu, Hongyuan Qin, Jingru Qin, Lixiu Guo, Chao Yang, Bin Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus |
title | Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus |
title_full | Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus |
title_fullStr | Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus |
title_full_unstemmed | Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus |
title_short | Bioinformatics and In Silico Findings Uncover Bio-Targets of Calycosin Against Heart Failure and Diabetes Mellitus |
title_sort | bioinformatics and in silico findings uncover bio-targets of calycosin against heart failure and diabetes mellitus |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9309256/ https://www.ncbi.nlm.nih.gov/pubmed/35898453 http://dx.doi.org/10.3389/fendo.2022.790619 |
work_keys_str_mv | AT xuhongyuan bioinformaticsandinsilicofindingsuncoverbiotargetsofcalycosinagainstheartfailureanddiabetesmellitus AT qinjingru bioinformaticsandinsilicofindingsuncoverbiotargetsofcalycosinagainstheartfailureanddiabetesmellitus AT qinlixiu bioinformaticsandinsilicofindingsuncoverbiotargetsofcalycosinagainstheartfailureanddiabetesmellitus AT guochao bioinformaticsandinsilicofindingsuncoverbiotargetsofcalycosinagainstheartfailureanddiabetesmellitus AT yangbin bioinformaticsandinsilicofindingsuncoverbiotargetsofcalycosinagainstheartfailureanddiabetesmellitus |