Cargando…

A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells

Plants have historically been a rich source of successful anticancer drugs and chemotherapeutic agents, with research indicating that this trend will continue. In this contribution, we performed high-throughput cytotoxicity screening of 702 extracts from 95 plant species, representing 40 families of...

Descripción completa

Detalles Bibliográficos
Autores principales: Cortelo, Patrícia C., Demarque, Daniel P., Dusi, Renata G., Albernaz, Lorena C., Braz-Filho, Raimundo, Goncharova, Ekaterina I., Bokesch, Heidi R., Gustafson, Kirk R., Beutler, John A., Espindola, Laila S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004027/
https://www.ncbi.nlm.nih.gov/pubmed/33804755
http://dx.doi.org/10.3390/cells10030691
_version_ 1783671828262158336
author Cortelo, Patrícia C.
Demarque, Daniel P.
Dusi, Renata G.
Albernaz, Lorena C.
Braz-Filho, Raimundo
Goncharova, Ekaterina I.
Bokesch, Heidi R.
Gustafson, Kirk R.
Beutler, John A.
Espindola, Laila S.
author_facet Cortelo, Patrícia C.
Demarque, Daniel P.
Dusi, Renata G.
Albernaz, Lorena C.
Braz-Filho, Raimundo
Goncharova, Ekaterina I.
Bokesch, Heidi R.
Gustafson, Kirk R.
Beutler, John A.
Espindola, Laila S.
author_sort Cortelo, Patrícia C.
collection PubMed
description Plants have historically been a rich source of successful anticancer drugs and chemotherapeutic agents, with research indicating that this trend will continue. In this contribution, we performed high-throughput cytotoxicity screening of 702 extracts from 95 plant species, representing 40 families of the Brazilian Cerrado biome. Activity was investigated against the following cancer cell lines: colon (Colo205 and Km12), renal (A498 and U031), liver (HEP3B and SKHEP), and osteosarcoma (MG63 and MG63.3). Dose-response tests were conducted with 44 of the most active extracts, with 22 demonstrating IC(50) values ranging from <1.3 to 20 µg/mL. A molecular networking strategy was formulated using the Global Natural Product Social Molecular Networking (GNPS) platform to visualize, analyze, and annotate the compounds present in 17 extracts active against NCI-60 cell lines. Significant cytotoxic activity was found for Salacia crassifolia, Salacia elliptica, Simarouba versicolor, Diospyros hispida, Schinus terebinthifolia, Casearia sylvestris var. lingua, Magonia pubescens, and Rapanea guianensis. Molecular networking resulted in the annotation of 27 compounds. This strategy provided an initial overview of a complex and diverse natural product data set, yielded a large amount of chemical information, identified patterns and known compounds, and assisted in defining priorities for further studies.
format Online
Article
Text
id pubmed-8004027
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-80040272021-03-28 A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells Cortelo, Patrícia C. Demarque, Daniel P. Dusi, Renata G. Albernaz, Lorena C. Braz-Filho, Raimundo Goncharova, Ekaterina I. Bokesch, Heidi R. Gustafson, Kirk R. Beutler, John A. Espindola, Laila S. Cells Article Plants have historically been a rich source of successful anticancer drugs and chemotherapeutic agents, with research indicating that this trend will continue. In this contribution, we performed high-throughput cytotoxicity screening of 702 extracts from 95 plant species, representing 40 families of the Brazilian Cerrado biome. Activity was investigated against the following cancer cell lines: colon (Colo205 and Km12), renal (A498 and U031), liver (HEP3B and SKHEP), and osteosarcoma (MG63 and MG63.3). Dose-response tests were conducted with 44 of the most active extracts, with 22 demonstrating IC(50) values ranging from <1.3 to 20 µg/mL. A molecular networking strategy was formulated using the Global Natural Product Social Molecular Networking (GNPS) platform to visualize, analyze, and annotate the compounds present in 17 extracts active against NCI-60 cell lines. Significant cytotoxic activity was found for Salacia crassifolia, Salacia elliptica, Simarouba versicolor, Diospyros hispida, Schinus terebinthifolia, Casearia sylvestris var. lingua, Magonia pubescens, and Rapanea guianensis. Molecular networking resulted in the annotation of 27 compounds. This strategy provided an initial overview of a complex and diverse natural product data set, yielded a large amount of chemical information, identified patterns and known compounds, and assisted in defining priorities for further studies. MDPI 2021-03-20 /pmc/articles/PMC8004027/ /pubmed/33804755 http://dx.doi.org/10.3390/cells10030691 Text en © 2021 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Cortelo, Patrícia C.
Demarque, Daniel P.
Dusi, Renata G.
Albernaz, Lorena C.
Braz-Filho, Raimundo
Goncharova, Ekaterina I.
Bokesch, Heidi R.
Gustafson, Kirk R.
Beutler, John A.
Espindola, Laila S.
A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells
title A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells
title_full A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells
title_fullStr A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells
title_full_unstemmed A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells
title_short A Molecular Networking Strategy: High-Throughput Screening and Chemical Analysis of Brazilian Cerrado Plant Extracts against Cancer Cells
title_sort molecular networking strategy: high-throughput screening and chemical analysis of brazilian cerrado plant extracts against cancer cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004027/
https://www.ncbi.nlm.nih.gov/pubmed/33804755
http://dx.doi.org/10.3390/cells10030691
work_keys_str_mv AT cortelopatriciac amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT demarquedanielp amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT dusirenatag amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT albernazlorenac amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT brazfilhoraimundo amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT goncharovaekaterinai amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT bokeschheidir amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT gustafsonkirkr amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT beutlerjohna amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT espindolalailas amolecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT cortelopatriciac molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT demarquedanielp molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT dusirenatag molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT albernazlorenac molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT brazfilhoraimundo molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT goncharovaekaterinai molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT bokeschheidir molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT gustafsonkirkr molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT beutlerjohna molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells
AT espindolalailas molecularnetworkingstrategyhighthroughputscreeningandchemicalanalysisofbraziliancerradoplantextractsagainstcancercells