Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane Bagasse

Statistical evidence pointing to the very soft change in the ionic composition on the surface of the sugar cane bagasse is crucial to improve yields of sugars by hydrolytic saccharification. Removal of Li<sup>+</sup> by pretreatments exposing -OH sites was the most important factor relat...

Full description

Bibliographic Details
Main Authors: Ana Sílvia de Almeida Scarcella, Alexandre Favarin Somera, Christiane da Costa Carreira Nunes, Eleni Gomes, Ana Claudia Vici, Marcos Silveira Buckeridge, Maria de Lourdes Teixeira de Moraes Polizeli
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/24/19/3614
id doaj-4a58e2d884304c9a8a4d05c4ee48338d
record_format Article
spelling doaj-4a58e2d884304c9a8a4d05c4ee48338d2020-11-25T01:44:28ZengMDPI AGMolecules1420-30492019-10-012419361410.3390/molecules24193614molecules24193614Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane BagasseAna Sílvia de Almeida Scarcella0Alexandre Favarin Somera1Christiane da Costa Carreira Nunes2Eleni Gomes3Ana Claudia Vici4Marcos Silveira Buckeridge5Maria de Lourdes Teixeira de Moraes Polizeli6Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo. Bandeirantes Av., 3900, 14049-900 Ribeirão Preto, São Paulo, BrazilDepartamento de Biologia, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo. Bandeirantes Av., 3900, 14040-901 Ribeirão Preto, São Paulo, BrazilDepartamento de Biologia, Instituto de Biociências Letras e Ciências Exatas, Universidade Estadual Paulista Júlio de Mesquita Filho. Cristovão Colombo Street, 2265, 15054000 São José do Rio Preto, São Paulo, BrazilDepartamento de Biologia, Instituto de Biociências Letras e Ciências Exatas, Universidade Estadual Paulista Júlio de Mesquita Filho. Cristovão Colombo Street, 2265, 15054000 São José do Rio Preto, São Paulo, BrazilDepartamento de Biologia, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo. Bandeirantes Av., 3900, 14040-901 Ribeirão Preto, São Paulo, BrazilLaboratório de Fisiologia Ecológica (LAFIECO), Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo. Matão Street, 277, Cidade Universitária, 05508-090 São Paulo, BrazilDepartamento de Biologia, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo. Bandeirantes Av., 3900, 14040-901 Ribeirão Preto, São Paulo, BrazilStatistical evidence pointing to the very soft change in the ionic composition on the surface of the sugar cane bagasse is crucial to improve yields of sugars by hydrolytic saccharification. Removal of Li<sup>+</sup> by pretreatments exposing -OH sites was the most important factor related to the increase of saccharification yields using enzyme cocktails. Steam Explosion and Microwave:H<sub>2</sub>SO<sub>4</sub> pretreatments produced unrelated structural changes, but similar ionic distribution patterns. Both increased the saccharification yield 1.74-fold. NaOH produced structural changes related to Steam Explosion, but released surface-bounded Li<sup>+</sup> obtaining 2.04-fold more reducing sugars than the control. In turn, the higher amounts in relative concentration and periodic structures of Li<sup>+</sup> on the surface observed in the control or after the pretreatment with Ethanol:DMSO:Ammonium Oxalate, blocked -OH and O<sup>&#8722;</sup> available for ionic sputtering. These changes correlated to 1.90-fold decrease in saccharification yields. Li<sup>+</sup> was an activator in solution, but its presence and distribution pattern on the substrate was prejudicial to the saccharification. Apparently, it acts as a phase-dependent modulator of enzyme activity. Therefore, no correlations were found between structural changes and the efficiency of the enzymatic cocktail used. However, there were correlations between the Li<sup>+</sup> distribution patterns and the enzymatic activities that should to be shown.https://www.mdpi.com/1420-3049/24/19/3614lithiumsugarcane bagassesaccharificationglycosyl-hydrolasetof-simssurface ion distributionsecond-generation ethanolpretreatment
collection DOAJ
language English
format Article
sources DOAJ
author Ana Sílvia de Almeida Scarcella
Alexandre Favarin Somera
Christiane da Costa Carreira Nunes
Eleni Gomes
Ana Claudia Vici
Marcos Silveira Buckeridge
Maria de Lourdes Teixeira de Moraes Polizeli
spellingShingle Ana Sílvia de Almeida Scarcella
Alexandre Favarin Somera
Christiane da Costa Carreira Nunes
Eleni Gomes
Ana Claudia Vici
Marcos Silveira Buckeridge
Maria de Lourdes Teixeira de Moraes Polizeli
Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane Bagasse
Molecules
lithium
sugarcane bagasse
saccharification
glycosyl-hydrolase
tof-sims
surface ion distribution
second-generation ethanol
pretreatment
author_facet Ana Sílvia de Almeida Scarcella
Alexandre Favarin Somera
Christiane da Costa Carreira Nunes
Eleni Gomes
Ana Claudia Vici
Marcos Silveira Buckeridge
Maria de Lourdes Teixeira de Moraes Polizeli
author_sort Ana Sílvia de Almeida Scarcella
title Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane Bagasse
title_short Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane Bagasse
title_full Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane Bagasse
title_fullStr Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane Bagasse
title_full_unstemmed Matrix Discriminant Analysis Evidenced Surface-Lithium as an Important Factor to Increase the Hydrolytic Saccharification of Sugarcane Bagasse
title_sort matrix discriminant analysis evidenced surface-lithium as an important factor to increase the hydrolytic saccharification of sugarcane bagasse
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2019-10-01
description Statistical evidence pointing to the very soft change in the ionic composition on the surface of the sugar cane bagasse is crucial to improve yields of sugars by hydrolytic saccharification. Removal of Li<sup>+</sup> by pretreatments exposing -OH sites was the most important factor related to the increase of saccharification yields using enzyme cocktails. Steam Explosion and Microwave:H<sub>2</sub>SO<sub>4</sub> pretreatments produced unrelated structural changes, but similar ionic distribution patterns. Both increased the saccharification yield 1.74-fold. NaOH produced structural changes related to Steam Explosion, but released surface-bounded Li<sup>+</sup> obtaining 2.04-fold more reducing sugars than the control. In turn, the higher amounts in relative concentration and periodic structures of Li<sup>+</sup> on the surface observed in the control or after the pretreatment with Ethanol:DMSO:Ammonium Oxalate, blocked -OH and O<sup>&#8722;</sup> available for ionic sputtering. These changes correlated to 1.90-fold decrease in saccharification yields. Li<sup>+</sup> was an activator in solution, but its presence and distribution pattern on the substrate was prejudicial to the saccharification. Apparently, it acts as a phase-dependent modulator of enzyme activity. Therefore, no correlations were found between structural changes and the efficiency of the enzymatic cocktail used. However, there were correlations between the Li<sup>+</sup> distribution patterns and the enzymatic activities that should to be shown.
topic lithium
sugarcane bagasse
saccharification
glycosyl-hydrolase
tof-sims
surface ion distribution
second-generation ethanol
pretreatment
url https://www.mdpi.com/1420-3049/24/19/3614
work_keys_str_mv AT anasilviadealmeidascarcella matrixdiscriminantanalysisevidencedsurfacelithiumasanimportantfactortoincreasethehydrolyticsaccharificationofsugarcanebagasse
AT alexandrefavarinsomera matrixdiscriminantanalysisevidencedsurfacelithiumasanimportantfactortoincreasethehydrolyticsaccharificationofsugarcanebagasse
AT christianedacostacarreiranunes matrixdiscriminantanalysisevidencedsurfacelithiumasanimportantfactortoincreasethehydrolyticsaccharificationofsugarcanebagasse
AT elenigomes matrixdiscriminantanalysisevidencedsurfacelithiumasanimportantfactortoincreasethehydrolyticsaccharificationofsugarcanebagasse
AT anaclaudiavici matrixdiscriminantanalysisevidencedsurfacelithiumasanimportantfactortoincreasethehydrolyticsaccharificationofsugarcanebagasse
AT marcossilveirabuckeridge matrixdiscriminantanalysisevidencedsurfacelithiumasanimportantfactortoincreasethehydrolyticsaccharificationofsugarcanebagasse
AT mariadelourdesteixeirademoraespolizeli matrixdiscriminantanalysisevidencedsurfacelithiumasanimportantfactortoincreasethehydrolyticsaccharificationofsugarcanebagasse
_version_ 1725028594581766144