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Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models
In this study, chestnut shells (CNS), a recalcitrant and low-value agro-industrial waste obtained during the peeling of Castanea sativa fruits, were subjected to solid-state fermentation by six white-rot fungal strains (Irpex lacteus, Ganoderma resinaceum, Phlebia rufa, Bjerkandera adusta and two Tr...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8909322/ https://www.ncbi.nlm.nih.gov/pubmed/35270265 http://dx.doi.org/10.3390/ijerph19052572 |
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author | Pinto, Paula A. Bezerra, Rui M. F. Fraga, Irene Amaral, Carla Sampaio, Ana Dias, Albino A. |
author_facet | Pinto, Paula A. Bezerra, Rui M. F. Fraga, Irene Amaral, Carla Sampaio, Ana Dias, Albino A. |
author_sort | Pinto, Paula A. |
collection | PubMed |
description | In this study, chestnut shells (CNS), a recalcitrant and low-value agro-industrial waste obtained during the peeling of Castanea sativa fruits, were subjected to solid-state fermentation by six white-rot fungal strains (Irpex lacteus, Ganoderma resinaceum, Phlebia rufa, Bjerkandera adusta and two Trametes isolates). After being fermented, CNS was subjected to hydrolysis by a commercial enzymatic mix to evaluate the effect of fermentation in saccharification yield. After 48 h hydrolysis with 10 CMCase U mL(−1) enzymatic mix, CNS fermented with both Trametes strains was recorded with higher saccharification yield (around 253 mg g(−1) fermented CNS), representing 25% w/w increase in reducing sugars as compared to non-fermented controls. To clarify the relationships and general mechanisms of fungal fermentation and its impacts on substrate saccharification, the effects of some independent or explanatory variables in the production of reducing sugars were estimated by general predictive saccharification models. The variables considered were lignocellulolytic activities in fungal fermentation, CNS hydrolysis time, and concentration of enzymatic hydrolysis mix. Multiple linear regression analysis revealed a very high significant effect (p < 0.0001) of fungal laccase and xylanase activities in the saccharification models, thus proving the key potential of these enzymes in CNS solid-state fermentation. |
format | Online Article Text |
id | pubmed-8909322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89093222022-03-11 Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models Pinto, Paula A. Bezerra, Rui M. F. Fraga, Irene Amaral, Carla Sampaio, Ana Dias, Albino A. Int J Environ Res Public Health Article In this study, chestnut shells (CNS), a recalcitrant and low-value agro-industrial waste obtained during the peeling of Castanea sativa fruits, were subjected to solid-state fermentation by six white-rot fungal strains (Irpex lacteus, Ganoderma resinaceum, Phlebia rufa, Bjerkandera adusta and two Trametes isolates). After being fermented, CNS was subjected to hydrolysis by a commercial enzymatic mix to evaluate the effect of fermentation in saccharification yield. After 48 h hydrolysis with 10 CMCase U mL(−1) enzymatic mix, CNS fermented with both Trametes strains was recorded with higher saccharification yield (around 253 mg g(−1) fermented CNS), representing 25% w/w increase in reducing sugars as compared to non-fermented controls. To clarify the relationships and general mechanisms of fungal fermentation and its impacts on substrate saccharification, the effects of some independent or explanatory variables in the production of reducing sugars were estimated by general predictive saccharification models. The variables considered were lignocellulolytic activities in fungal fermentation, CNS hydrolysis time, and concentration of enzymatic hydrolysis mix. Multiple linear regression analysis revealed a very high significant effect (p < 0.0001) of fungal laccase and xylanase activities in the saccharification models, thus proving the key potential of these enzymes in CNS solid-state fermentation. MDPI 2022-02-23 /pmc/articles/PMC8909322/ /pubmed/35270265 http://dx.doi.org/10.3390/ijerph19052572 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 | Article Pinto, Paula A. Bezerra, Rui M. F. Fraga, Irene Amaral, Carla Sampaio, Ana Dias, Albino A. Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models |
title | Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models |
title_full | Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models |
title_fullStr | Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models |
title_full_unstemmed | Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models |
title_short | Solid-State Fermentation of Chestnut Shells and Effect of Explanatory Variables in Predictive Saccharification Models |
title_sort | solid-state fermentation of chestnut shells and effect of explanatory variables in predictive saccharification models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8909322/ https://www.ncbi.nlm.nih.gov/pubmed/35270265 http://dx.doi.org/10.3390/ijerph19052572 |
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