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Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach

The purpose of this work was the optimization of the extraction from spent coffee grounds, specifically 100% Arabica coffee blends, using a desirability approach. Spent coffees were recovered after the preparation of the espresso coffee under the typical conditions used in coffee bars with a profess...

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Autores principales: Gigliobianco, Maria Rosa, Campisi, Barbara, Vargas Peregrina, Dolores, Censi, Roberta, Khamitova, Gulzhan, Angeloni, Simone, Caprioli, Giovanni, Zannotti, Marco, Ferraro, Stefano, Giovannetti, Rita, Angeloni, Cristina, Lupidi, Giulio, Pruccoli, Letizia, Tarozzi, Andrea, Voinovich, Dario, Di Martino, Piera
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7278729/
https://www.ncbi.nlm.nih.gov/pubmed/32365615
http://dx.doi.org/10.3390/antiox9050370
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author Gigliobianco, Maria Rosa
Campisi, Barbara
Vargas Peregrina, Dolores
Censi, Roberta
Khamitova, Gulzhan
Angeloni, Simone
Caprioli, Giovanni
Zannotti, Marco
Ferraro, Stefano
Giovannetti, Rita
Angeloni, Cristina
Lupidi, Giulio
Pruccoli, Letizia
Tarozzi, Andrea
Voinovich, Dario
Di Martino, Piera
author_facet Gigliobianco, Maria Rosa
Campisi, Barbara
Vargas Peregrina, Dolores
Censi, Roberta
Khamitova, Gulzhan
Angeloni, Simone
Caprioli, Giovanni
Zannotti, Marco
Ferraro, Stefano
Giovannetti, Rita
Angeloni, Cristina
Lupidi, Giulio
Pruccoli, Letizia
Tarozzi, Andrea
Voinovich, Dario
Di Martino, Piera
author_sort Gigliobianco, Maria Rosa
collection PubMed
description The purpose of this work was the optimization of the extraction from spent coffee grounds, specifically 100% Arabica coffee blends, using a desirability approach. Spent coffees were recovered after the preparation of the espresso coffee under the typical conditions used in coffee bars with a professional machine. Spent coffee was subjected to different extraction procedures in water: by changing the extraction temperature (60, 80, or 100 °C) and the solvent extraction volume (10, 20, 30 mL for 1 g of coffee) and by maintaining constant the extraction time (30 min). The ranges of the process parameters, as well as the solvent to be used, were established by running preliminary experiments not reported here. The variables of interest for the experimental screening design were the content of caffeine, trigonelline, and nicotinic acid, quantitatively determined from regression lines of standard solutions of known concentrations by a validated HPLC-VWD method. Since solvent extraction volumes and temperatures were revealed to be the most significant process variables, for the optimization of the extraction process, an approach based on Response Surface Methodology (RSM) was considered. In particular, a Box-Wilson Central Composite Design, commonly named central composite design (CCD), was used to find the optimal conditions of the extraction process. Moreover, the desirability approach was then applied to maximize the extraction efficiency by searching the optimal values (or at least the best compromise solution) for all three response variables simultaneously. Successively, the best extract, obtained in a volume of 20 mL of water at an extraction temperature of 80 °C, was analyzed for total phenol content (TPC) through the Folin–Ciocalteu assay, and the antioxidant capacities (AC) through the trolox equivalent (TE) antioxidant capacity (DPPH), ferric-ion reducing antioxidant parameter (FRAP), and radical cation scavenging activity and reducing power (ABTS). The TPC and the AC for spent coffee were high and comparable to the results obtained in previous similar studies. Then, the extract was evaluated by inductively coupled plasma mass spectrometry (ICP–MS), revealing that potassium was the most abundant element, followed by phosphorus, magnesium, calcium, sodium, and sulfur, while very low content in heavy metals was observed. Preliminary in vitro assays in keratinocyte HaCaT cells were carried out to assess the safety, in terms of cytotoxicity of spent coffee, and results showed that cell viability depends on the extract concentration: cell viability is unmodified up to a concentration of 0.3 mg/mL, over which it becomes cytotoxic for the cells. Spent coffee extract at 0.03 and 0.3 mg/mL showed the ability to reduce intracellular reactive oxygen species formation induced by hydrogen peroxide in HaCaT cells, suggesting its antioxidant activity at intracellular levels.
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spelling pubmed-72787292020-06-12 Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach Gigliobianco, Maria Rosa Campisi, Barbara Vargas Peregrina, Dolores Censi, Roberta Khamitova, Gulzhan Angeloni, Simone Caprioli, Giovanni Zannotti, Marco Ferraro, Stefano Giovannetti, Rita Angeloni, Cristina Lupidi, Giulio Pruccoli, Letizia Tarozzi, Andrea Voinovich, Dario Di Martino, Piera Antioxidants (Basel) Article The purpose of this work was the optimization of the extraction from spent coffee grounds, specifically 100% Arabica coffee blends, using a desirability approach. Spent coffees were recovered after the preparation of the espresso coffee under the typical conditions used in coffee bars with a professional machine. Spent coffee was subjected to different extraction procedures in water: by changing the extraction temperature (60, 80, or 100 °C) and the solvent extraction volume (10, 20, 30 mL for 1 g of coffee) and by maintaining constant the extraction time (30 min). The ranges of the process parameters, as well as the solvent to be used, were established by running preliminary experiments not reported here. The variables of interest for the experimental screening design were the content of caffeine, trigonelline, and nicotinic acid, quantitatively determined from regression lines of standard solutions of known concentrations by a validated HPLC-VWD method. Since solvent extraction volumes and temperatures were revealed to be the most significant process variables, for the optimization of the extraction process, an approach based on Response Surface Methodology (RSM) was considered. In particular, a Box-Wilson Central Composite Design, commonly named central composite design (CCD), was used to find the optimal conditions of the extraction process. Moreover, the desirability approach was then applied to maximize the extraction efficiency by searching the optimal values (or at least the best compromise solution) for all three response variables simultaneously. Successively, the best extract, obtained in a volume of 20 mL of water at an extraction temperature of 80 °C, was analyzed for total phenol content (TPC) through the Folin–Ciocalteu assay, and the antioxidant capacities (AC) through the trolox equivalent (TE) antioxidant capacity (DPPH), ferric-ion reducing antioxidant parameter (FRAP), and radical cation scavenging activity and reducing power (ABTS). The TPC and the AC for spent coffee were high and comparable to the results obtained in previous similar studies. Then, the extract was evaluated by inductively coupled plasma mass spectrometry (ICP–MS), revealing that potassium was the most abundant element, followed by phosphorus, magnesium, calcium, sodium, and sulfur, while very low content in heavy metals was observed. Preliminary in vitro assays in keratinocyte HaCaT cells were carried out to assess the safety, in terms of cytotoxicity of spent coffee, and results showed that cell viability depends on the extract concentration: cell viability is unmodified up to a concentration of 0.3 mg/mL, over which it becomes cytotoxic for the cells. Spent coffee extract at 0.03 and 0.3 mg/mL showed the ability to reduce intracellular reactive oxygen species formation induced by hydrogen peroxide in HaCaT cells, suggesting its antioxidant activity at intracellular levels. MDPI 2020-04-29 /pmc/articles/PMC7278729/ /pubmed/32365615 http://dx.doi.org/10.3390/antiox9050370 Text en © 2020 by the authors. 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/).
spellingShingle Article
Gigliobianco, Maria Rosa
Campisi, Barbara
Vargas Peregrina, Dolores
Censi, Roberta
Khamitova, Gulzhan
Angeloni, Simone
Caprioli, Giovanni
Zannotti, Marco
Ferraro, Stefano
Giovannetti, Rita
Angeloni, Cristina
Lupidi, Giulio
Pruccoli, Letizia
Tarozzi, Andrea
Voinovich, Dario
Di Martino, Piera
Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach
title Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach
title_full Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach
title_fullStr Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach
title_full_unstemmed Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach
title_short Optimization of the Extraction from Spent Coffee Grounds Using the Desirability Approach
title_sort optimization of the extraction from spent coffee grounds using the desirability approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7278729/
https://www.ncbi.nlm.nih.gov/pubmed/32365615
http://dx.doi.org/10.3390/antiox9050370
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