Cargando…

ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase

Natural products bear a multivariate biochemical profile with antioxidant, anti-inflammatory, antibacterial, and antitumoral properties. Along with their natural sources, they have been widely used both as anti-aging and anti-melanogenic agents due to their effective contribution in the elimination...

Descripción completa

Detalles Bibliográficos
Autores principales: Papaemmanouil, Christina D., Peña-García, Jorge, Banegas-Luna, Antonio Jesús, Kostagianni, Androniki D., Gerothanassis, Ioannis P., Pérez-Sánchez, Horacio, Tzakos, Andreas G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9686885/
https://www.ncbi.nlm.nih.gov/pubmed/36421454
http://dx.doi.org/10.3390/antiox11112268
_version_ 1784835865591152640
author Papaemmanouil, Christina D.
Peña-García, Jorge
Banegas-Luna, Antonio Jesús
Kostagianni, Androniki D.
Gerothanassis, Ioannis P.
Pérez-Sánchez, Horacio
Tzakos, Andreas G.
author_facet Papaemmanouil, Christina D.
Peña-García, Jorge
Banegas-Luna, Antonio Jesús
Kostagianni, Androniki D.
Gerothanassis, Ioannis P.
Pérez-Sánchez, Horacio
Tzakos, Andreas G.
author_sort Papaemmanouil, Christina D.
collection PubMed
description Natural products bear a multivariate biochemical profile with antioxidant, anti-inflammatory, antibacterial, and antitumoral properties. Along with their natural sources, they have been widely used both as anti-aging and anti-melanogenic agents due to their effective contribution in the elimination of reactive oxygen species (ROS) caused by oxidative stress. Their anti-aging activity is mainly related to their capacity of inhibiting enzymes like Human Neutrophil Elastase (HNE), Hyaluronidase (Hyal) and Tyrosinase (Tyr). Herein, we accumulated literature information (covering the period 1965–2020) on the inhibitory activity of natural products and their natural sources towards these enzymes. To navigate this information, we developed a database and server termed ANTIAGE-DB that allows the prediction of the anti-aging potential of target compounds. The server operates in two axes. First a comparison of compounds by shape similarity can be performed against our curated database of natural products whose inhibitory potential has been established in the literature. In addition, inverse virtual screening can be performed for a chosen molecule against the three targeted enzymes. The server is open access, and a detailed report with the prediction results is emailed to the user. ANTIAGE-DB could enable researchers to explore the chemical space of natural based products, but is not limited to, as anti-aging compounds and can predict their anti-aging potential. ANTIAGE-DB is accessed online.
format Online
Article
Text
id pubmed-9686885
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96868852022-11-25 ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase Papaemmanouil, Christina D. Peña-García, Jorge Banegas-Luna, Antonio Jesús Kostagianni, Androniki D. Gerothanassis, Ioannis P. Pérez-Sánchez, Horacio Tzakos, Andreas G. Antioxidants (Basel) Review Natural products bear a multivariate biochemical profile with antioxidant, anti-inflammatory, antibacterial, and antitumoral properties. Along with their natural sources, they have been widely used both as anti-aging and anti-melanogenic agents due to their effective contribution in the elimination of reactive oxygen species (ROS) caused by oxidative stress. Their anti-aging activity is mainly related to their capacity of inhibiting enzymes like Human Neutrophil Elastase (HNE), Hyaluronidase (Hyal) and Tyrosinase (Tyr). Herein, we accumulated literature information (covering the period 1965–2020) on the inhibitory activity of natural products and their natural sources towards these enzymes. To navigate this information, we developed a database and server termed ANTIAGE-DB that allows the prediction of the anti-aging potential of target compounds. The server operates in two axes. First a comparison of compounds by shape similarity can be performed against our curated database of natural products whose inhibitory potential has been established in the literature. In addition, inverse virtual screening can be performed for a chosen molecule against the three targeted enzymes. The server is open access, and a detailed report with the prediction results is emailed to the user. ANTIAGE-DB could enable researchers to explore the chemical space of natural based products, but is not limited to, as anti-aging compounds and can predict their anti-aging potential. ANTIAGE-DB is accessed online. MDPI 2022-11-17 /pmc/articles/PMC9686885/ /pubmed/36421454 http://dx.doi.org/10.3390/antiox11112268 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Papaemmanouil, Christina D.
Peña-García, Jorge
Banegas-Luna, Antonio Jesús
Kostagianni, Androniki D.
Gerothanassis, Ioannis P.
Pérez-Sánchez, Horacio
Tzakos, Andreas G.
ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase
title ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase
title_full ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase
title_fullStr ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase
title_full_unstemmed ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase
title_short ANTIAGE-DB: A Database and Server for the Prediction of Anti-Aging Compounds Targeting Elastase, Hyaluronidase, and Tyrosinase
title_sort antiage-db: a database and server for the prediction of anti-aging compounds targeting elastase, hyaluronidase, and tyrosinase
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9686885/
https://www.ncbi.nlm.nih.gov/pubmed/36421454
http://dx.doi.org/10.3390/antiox11112268
work_keys_str_mv AT papaemmanouilchristinad antiagedbadatabaseandserverforthepredictionofantiagingcompoundstargetingelastasehyaluronidaseandtyrosinase
AT penagarciajorge antiagedbadatabaseandserverforthepredictionofantiagingcompoundstargetingelastasehyaluronidaseandtyrosinase
AT banegaslunaantoniojesus antiagedbadatabaseandserverforthepredictionofantiagingcompoundstargetingelastasehyaluronidaseandtyrosinase
AT kostagianniandronikid antiagedbadatabaseandserverforthepredictionofantiagingcompoundstargetingelastasehyaluronidaseandtyrosinase
AT gerothanassisioannisp antiagedbadatabaseandserverforthepredictionofantiagingcompoundstargetingelastasehyaluronidaseandtyrosinase
AT perezsanchezhoracio antiagedbadatabaseandserverforthepredictionofantiagingcompoundstargetingelastasehyaluronidaseandtyrosinase
AT tzakosandreasg antiagedbadatabaseandserverforthepredictionofantiagingcompoundstargetingelastasehyaluronidaseandtyrosinase