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Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro

Differentially expressed genes can serve as drug targets and are used to predict drug response and disease progression. In silico drug analysis based on the expression of these genetic biomarkers allows the detection of putative therapeutic agents, which could be used to reverse a pathological gene...

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Autores principales: DHULI, KRISTJANA, BONETTI, GABRIELE, ANPILOGOV, KYRYLO, HERBST, KAREN L., CONNELLY, STEPHEN THADDEUS, BELLINATO, FRANCESCO, GISONDI, PAOLO, BERTELLI, MATTEO
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pacini Editore Srl 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710400/
https://www.ncbi.nlm.nih.gov/pubmed/36479497
http://dx.doi.org/10.15167/2421-4248/jpmh2022.63.2S3.2770
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author DHULI, KRISTJANA
BONETTI, GABRIELE
ANPILOGOV, KYRYLO
HERBST, KAREN L.
CONNELLY, STEPHEN THADDEUS
BELLINATO, FRANCESCO
GISONDI, PAOLO
BERTELLI, MATTEO
author_facet DHULI, KRISTJANA
BONETTI, GABRIELE
ANPILOGOV, KYRYLO
HERBST, KAREN L.
CONNELLY, STEPHEN THADDEUS
BELLINATO, FRANCESCO
GISONDI, PAOLO
BERTELLI, MATTEO
author_sort DHULI, KRISTJANA
collection PubMed
description Differentially expressed genes can serve as drug targets and are used to predict drug response and disease progression. In silico drug analysis based on the expression of these genetic biomarkers allows the detection of putative therapeutic agents, which could be used to reverse a pathological gene expression signature. Indeed, a set of bioinformatics tools can increase the accuracy of drug discovery, helping in biomarker identification. Once a drug target is identified, in vitro cell line models of disease are used to evaluate and validate the therapeutic potential of putative drugs and novel natural molecules. This study describes the development of efficacious PCR primers that can be used to identify gene expression of specific genetic pathways, which can lead to the identification of natural molecules as therapeutic agents in specific molecular pathways. For this study, genes involved in health conditions and processes were considered. In particular, the expression of genes involved in obesity, xenobiotics metabolism, endocannabinoid pathway, leukotriene B4 metabolism and signaling, inflammation, endocytosis, hypoxia, lifespan, and neurotrophins were evaluated. Exploiting the expression of specific genes in different cell lines can be useful in in vitro to evaluate the therapeutic effects of small natural molecules.
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spelling pubmed-97104002022-12-06 Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro DHULI, KRISTJANA BONETTI, GABRIELE ANPILOGOV, KYRYLO HERBST, KAREN L. CONNELLY, STEPHEN THADDEUS BELLINATO, FRANCESCO GISONDI, PAOLO BERTELLI, MATTEO J Prev Med Hyg Original Article Differentially expressed genes can serve as drug targets and are used to predict drug response and disease progression. In silico drug analysis based on the expression of these genetic biomarkers allows the detection of putative therapeutic agents, which could be used to reverse a pathological gene expression signature. Indeed, a set of bioinformatics tools can increase the accuracy of drug discovery, helping in biomarker identification. Once a drug target is identified, in vitro cell line models of disease are used to evaluate and validate the therapeutic potential of putative drugs and novel natural molecules. This study describes the development of efficacious PCR primers that can be used to identify gene expression of specific genetic pathways, which can lead to the identification of natural molecules as therapeutic agents in specific molecular pathways. For this study, genes involved in health conditions and processes were considered. In particular, the expression of genes involved in obesity, xenobiotics metabolism, endocannabinoid pathway, leukotriene B4 metabolism and signaling, inflammation, endocytosis, hypoxia, lifespan, and neurotrophins were evaluated. Exploiting the expression of specific genes in different cell lines can be useful in in vitro to evaluate the therapeutic effects of small natural molecules. Pacini Editore Srl 2022-10-17 /pmc/articles/PMC9710400/ /pubmed/36479497 http://dx.doi.org/10.15167/2421-4248/jpmh2022.63.2S3.2770 Text en ©2022 Pacini Editore SRL, Pisa, Italy https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed in accordance with the CC-BY-NC-ND (Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International) license. The article can be used by giving appropriate credit and mentioning the license, but only for non-commercial purposes and only in the original version. For further information: https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en
spellingShingle Original Article
DHULI, KRISTJANA
BONETTI, GABRIELE
ANPILOGOV, KYRYLO
HERBST, KAREN L.
CONNELLY, STEPHEN THADDEUS
BELLINATO, FRANCESCO
GISONDI, PAOLO
BERTELLI, MATTEO
Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro
title Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro
title_full Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro
title_fullStr Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro
title_full_unstemmed Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro
title_short Validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro
title_sort validating methods for testing natural molecules on molecular pathways of interest in silico and in vitro
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710400/
https://www.ncbi.nlm.nih.gov/pubmed/36479497
http://dx.doi.org/10.15167/2421-4248/jpmh2022.63.2S3.2770
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