Cargando…

Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology

Production of inulin from yam bean tubers by ultrasonic assisted extraction (UAE) was optimized by using response surface methodology (RSM) and genetic algorithms (GA). Yield of inulin was obtained between 11.97%–12.15% for UAE and 11.21%–11.38% for microwave assisted extraction (MAE) using both the...

Descripción completa

Detalles Bibliográficos
Autores principales: Sarkar, Rohan, Bhowmik, Arpan, Kundu, Aditi, Dutta, Anirban, Nain, Lata, Chawla, Gautam, Saha, Supradip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7480738/
https://www.ncbi.nlm.nih.gov/pubmed/33142600
http://dx.doi.org/10.1016/j.carbpol.2020.117042
_version_ 1783580467651411968
author Sarkar, Rohan
Bhowmik, Arpan
Kundu, Aditi
Dutta, Anirban
Nain, Lata
Chawla, Gautam
Saha, Supradip
author_facet Sarkar, Rohan
Bhowmik, Arpan
Kundu, Aditi
Dutta, Anirban
Nain, Lata
Chawla, Gautam
Saha, Supradip
author_sort Sarkar, Rohan
collection PubMed
description Production of inulin from yam bean tubers by ultrasonic assisted extraction (UAE) was optimized by using response surface methodology (RSM) and genetic algorithms (GA). Yield of inulin was obtained between 11.97%–12.15% for UAE and 11.21%–11.38% for microwave assisted extraction (MAE) using both the methodologies, significantly higher than conventional method (9.9 %) using optimized conditions. Under such optimized condition, SEM image of root tissues before and extraction showed disruption and microfractures over surface. UAE provided a shade better purity of extracted inulin than other two techniques. Degree of polymerization in inulin was also recorded to be better, might be due lesser degradation during extraction. Significant prebiotic activity was recorded while evaluation using Lactobacillus fermentum and it was 36 % more than glucose treatment. Energy density by UAE was few fold lesser than MAE. Carbon emission was far more less in both these methods than the conventional one.
format Online
Article
Text
id pubmed-7480738
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier Ltd.
record_format MEDLINE/PubMed
spelling pubmed-74807382020-09-09 Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology Sarkar, Rohan Bhowmik, Arpan Kundu, Aditi Dutta, Anirban Nain, Lata Chawla, Gautam Saha, Supradip Carbohydr Polym Article Production of inulin from yam bean tubers by ultrasonic assisted extraction (UAE) was optimized by using response surface methodology (RSM) and genetic algorithms (GA). Yield of inulin was obtained between 11.97%–12.15% for UAE and 11.21%–11.38% for microwave assisted extraction (MAE) using both the methodologies, significantly higher than conventional method (9.9 %) using optimized conditions. Under such optimized condition, SEM image of root tissues before and extraction showed disruption and microfractures over surface. UAE provided a shade better purity of extracted inulin than other two techniques. Degree of polymerization in inulin was also recorded to be better, might be due lesser degradation during extraction. Significant prebiotic activity was recorded while evaluation using Lactobacillus fermentum and it was 36 % more than glucose treatment. Energy density by UAE was few fold lesser than MAE. Carbon emission was far more less in both these methods than the conventional one. Elsevier Ltd. 2021-01-01 2020-09-09 /pmc/articles/PMC7480738/ /pubmed/33142600 http://dx.doi.org/10.1016/j.carbpol.2020.117042 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Sarkar, Rohan
Bhowmik, Arpan
Kundu, Aditi
Dutta, Anirban
Nain, Lata
Chawla, Gautam
Saha, Supradip
Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology
title Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology
title_full Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology
title_fullStr Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology
title_full_unstemmed Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology
title_short Inulin from Pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology
title_sort inulin from pachyrhizus erosus root and its production intensification using evolutionary algorithm approach and response surface methodology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7480738/
https://www.ncbi.nlm.nih.gov/pubmed/33142600
http://dx.doi.org/10.1016/j.carbpol.2020.117042
work_keys_str_mv AT sarkarrohan inulinfrompachyrhizuserosusrootanditsproductionintensificationusingevolutionaryalgorithmapproachandresponsesurfacemethodology
AT bhowmikarpan inulinfrompachyrhizuserosusrootanditsproductionintensificationusingevolutionaryalgorithmapproachandresponsesurfacemethodology
AT kunduaditi inulinfrompachyrhizuserosusrootanditsproductionintensificationusingevolutionaryalgorithmapproachandresponsesurfacemethodology
AT duttaanirban inulinfrompachyrhizuserosusrootanditsproductionintensificationusingevolutionaryalgorithmapproachandresponsesurfacemethodology
AT nainlata inulinfrompachyrhizuserosusrootanditsproductionintensificationusingevolutionaryalgorithmapproachandresponsesurfacemethodology
AT chawlagautam inulinfrompachyrhizuserosusrootanditsproductionintensificationusingevolutionaryalgorithmapproachandresponsesurfacemethodology
AT sahasupradip inulinfrompachyrhizuserosusrootanditsproductionintensificationusingevolutionaryalgorithmapproachandresponsesurfacemethodology