Optimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodology

Abstract Background Three steps are very important in order to produce microalgal lipids: (1) controlling microalgae cultivation via experimental and modeling investigations, (2) optimizing culture conditions to maximize lipids production and to determine the fatty acid profile the most appropriate...

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Main Authors: Bilel Hadrich, Ismahen Akremi, Mouna Dammak, Mohamed Barkallah, Imen Fendri, Slim Abdelkafi
Format: Article
Language:English
Published: BMC 2018-04-01
Series:Lipids in Health and Disease
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12944-018-0702-z
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spelling doaj-78adcd1cdfb041acada58c34c192843d2020-11-24T21:45:44ZengBMCLipids in Health and Disease1476-511X2018-04-011711910.1186/s12944-018-0702-zOptimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodologyBilel Hadrich0Ismahen Akremi1Mouna Dammak2Mohamed Barkallah3Imen Fendri4Slim Abdelkafi5Unité de Biotechnologie des Algues, Biological Engineering Department, National School of Engineers of Sfax, University of SfaxUnité de Biotechnologie des Algues, Biological Engineering Department, National School of Engineers of Sfax, University of SfaxUnité de Biotechnologie des Algues, Biological Engineering Department, National School of Engineers of Sfax, University of SfaxUnité de Biotechnologie des Algues, Biological Engineering Department, National School of Engineers of Sfax, University of SfaxLaboratoire de Biotechnologie végétale appliquée à l’amélioration des cultures, Faculty of Sciences of Sfax, University of SfaxUnité de Biotechnologie des Algues, Biological Engineering Department, National School of Engineers of Sfax, University of SfaxAbstract Background Three steps are very important in order to produce microalgal lipids: (1) controlling microalgae cultivation via experimental and modeling investigations, (2) optimizing culture conditions to maximize lipids production and to determine the fatty acid profile the most appropriate for biodiesel synthesis, and (3) optimizing the extraction of the lipids accumulated in the microalgal cells. Methods Firstly, three kinetics models, namely logistic, logistic-with-lag and modified Gompertz, were tested to fit the experimental kinetics of the Chlorella sp. microalga culture established on standard conditions. Secondly, the response-surface methodology was used for two optimizations in this study. The first optimization was established for lipids production from Chlorella sp. culture under different culture conditions. In fact, different levels of nitrate concentrations, salinities and light intensities were applied to the culture medium in order to study their influences on lipids production and determine their fatty acid profile. The second optimization was concerned with the lipids extraction factors: ultrasonic’s time and temperature, and chloroform-methanol solvent ratio. Results All models (logistic, logistic-with-lag and modified Gompertz) applied for the experimental kinetics of Chlorella sp. show a very interesting fitting quality. The logistic model was chosen to describe the Chlorella sp. kinetics, since it yielded the most important statistical criteria: coefficient of determination of the order of 94.36%; adjusted coefficient of determination equal to 93.79% and root mean square error reaching 3.685 cells · ml− 1. Nitrate concentration and the two interactions involving the light intensity (Nitrate concentration × light intensity, and salinities × light intensity) showed a very significant influence on lipids production in the first optimization (p < 0.05). Yet, only the quadratic term of chloroform-methanol solvent ratio showed a significant influence on lipids extraction relative to the second step of optimization (p < 0.05). The two most abundant fatty acid methyl esters (≈72%) derived from the Chlorella sp. microalga cultured in the determined optimal conditions are: palmitic acid (C16:0) and oleic acid (C18:1) with the corresponding yields of 51.69% and 20.55% of total fatty acids, respectively. Conclusions Only the nitrate deficiency and the high intensity of light can influence the microalgal lipids production. The corresponding fatty acid methyl esters composition is very suitable for biodiesel production. Lipids extraction is efficient only over long periods of time when using a solvent with a 2/1 chloroform/methanol ratio.http://link.springer.com/article/10.1186/s12944-018-0702-zMicroalgaeLipidsExtractionBiodieselProductionResponse-surface methodology
collection DOAJ
language English
format Article
sources DOAJ
author Bilel Hadrich
Ismahen Akremi
Mouna Dammak
Mohamed Barkallah
Imen Fendri
Slim Abdelkafi
spellingShingle Bilel Hadrich
Ismahen Akremi
Mouna Dammak
Mohamed Barkallah
Imen Fendri
Slim Abdelkafi
Optimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodology
Lipids in Health and Disease
Microalgae
Lipids
Extraction
Biodiesel
Production
Response-surface methodology
author_facet Bilel Hadrich
Ismahen Akremi
Mouna Dammak
Mohamed Barkallah
Imen Fendri
Slim Abdelkafi
author_sort Bilel Hadrich
title Optimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodology
title_short Optimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodology
title_full Optimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodology
title_fullStr Optimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodology
title_full_unstemmed Optimization of lipids’ ultrasonic extraction and production from Chlorella sp. using response-surface methodology
title_sort optimization of lipids’ ultrasonic extraction and production from chlorella sp. using response-surface methodology
publisher BMC
series Lipids in Health and Disease
issn 1476-511X
publishDate 2018-04-01
description Abstract Background Three steps are very important in order to produce microalgal lipids: (1) controlling microalgae cultivation via experimental and modeling investigations, (2) optimizing culture conditions to maximize lipids production and to determine the fatty acid profile the most appropriate for biodiesel synthesis, and (3) optimizing the extraction of the lipids accumulated in the microalgal cells. Methods Firstly, three kinetics models, namely logistic, logistic-with-lag and modified Gompertz, were tested to fit the experimental kinetics of the Chlorella sp. microalga culture established on standard conditions. Secondly, the response-surface methodology was used for two optimizations in this study. The first optimization was established for lipids production from Chlorella sp. culture under different culture conditions. In fact, different levels of nitrate concentrations, salinities and light intensities were applied to the culture medium in order to study their influences on lipids production and determine their fatty acid profile. The second optimization was concerned with the lipids extraction factors: ultrasonic’s time and temperature, and chloroform-methanol solvent ratio. Results All models (logistic, logistic-with-lag and modified Gompertz) applied for the experimental kinetics of Chlorella sp. show a very interesting fitting quality. The logistic model was chosen to describe the Chlorella sp. kinetics, since it yielded the most important statistical criteria: coefficient of determination of the order of 94.36%; adjusted coefficient of determination equal to 93.79% and root mean square error reaching 3.685 cells · ml− 1. Nitrate concentration and the two interactions involving the light intensity (Nitrate concentration × light intensity, and salinities × light intensity) showed a very significant influence on lipids production in the first optimization (p < 0.05). Yet, only the quadratic term of chloroform-methanol solvent ratio showed a significant influence on lipids extraction relative to the second step of optimization (p < 0.05). The two most abundant fatty acid methyl esters (≈72%) derived from the Chlorella sp. microalga cultured in the determined optimal conditions are: palmitic acid (C16:0) and oleic acid (C18:1) with the corresponding yields of 51.69% and 20.55% of total fatty acids, respectively. Conclusions Only the nitrate deficiency and the high intensity of light can influence the microalgal lipids production. The corresponding fatty acid methyl esters composition is very suitable for biodiesel production. Lipids extraction is efficient only over long periods of time when using a solvent with a 2/1 chloroform/methanol ratio.
topic Microalgae
Lipids
Extraction
Biodiesel
Production
Response-surface methodology
url http://link.springer.com/article/10.1186/s12944-018-0702-z
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