Monitoring the water content in NADES extracts from spirulina biomass by means of ATR-IR spectroscopy. Issue 20 (9th May 2022)
- Record Type:
- Journal Article
- Title:
- Monitoring the water content in NADES extracts from spirulina biomass by means of ATR-IR spectroscopy. Issue 20 (9th May 2022)
- Main Title:
- Monitoring the water content in NADES extracts from spirulina biomass by means of ATR-IR spectroscopy
- Authors:
- Elderderi, Suha
Hilali, Soukaina
Wils, Laura
Chourpa, Igor
Soucé, Martin
Clément-Larosière, Barbara
Elbashir, Abdalla A.
Byrne, Hugh J.
Munnier, Emilie
Boudesocque-Delaye, Leslie
Bonnier, Franck - Abstract:
- Abstract : Rapid and label free quantification of water in glucose glycerol natural deep eutectic solvent (NADES) spirulina extracts by means of attenuated total reflectance-infrared spectroscopy (ATR-IR) coupled with partial least squares regression (PLSR). Abstract : Attenuated total reflectance-infrared spectroscopy (ATR-IR) coupled with partial least squares regression (PLSR) was evaluated as a rapid, label free and cost-effective tool to quantify water content in extracts obtained from spirulina wet biomass using a glucose glycerol natural deep eutectic solvent (NADES). NADESs are green, renewable and biodegradable solvents with unique properties outcompeting existing organic solvents, for instance, for plant or biomass extraction. The properties of NADESs depend critically on their water concentration, and therefore, it is essential to develop methods to monitor it, to ensure optimal extraction efficiency and experimental repeatability to achieve a better standardization of extraction protocols. First, Karl Fischer titration was performed on a set of 20 NADES extracts in order to obtain reference water concentrations. Secondly, ATR-IR spectra were collected and subjected to datamining to construct PLSR predictive models. An R 2 value of 0.9996, a mean root mean square error of cross validation of 0.136% w/w and a root mean square error of prediction of 0.130% w/w highlight the feasibility and reliability to perform quantitative analysis using ATR-IR. Moreover, the meanAbstract : Rapid and label free quantification of water in glucose glycerol natural deep eutectic solvent (NADES) spirulina extracts by means of attenuated total reflectance-infrared spectroscopy (ATR-IR) coupled with partial least squares regression (PLSR). Abstract : Attenuated total reflectance-infrared spectroscopy (ATR-IR) coupled with partial least squares regression (PLSR) was evaluated as a rapid, label free and cost-effective tool to quantify water content in extracts obtained from spirulina wet biomass using a glucose glycerol natural deep eutectic solvent (NADES). NADESs are green, renewable and biodegradable solvents with unique properties outcompeting existing organic solvents, for instance, for plant or biomass extraction. The properties of NADESs depend critically on their water concentration, and therefore, it is essential to develop methods to monitor it, to ensure optimal extraction efficiency and experimental repeatability to achieve a better standardization of extraction protocols. First, Karl Fischer titration was performed on a set of 20 NADES extracts in order to obtain reference water concentrations. Secondly, ATR-IR spectra were collected and subjected to datamining to construct PLSR predictive models. An R 2 value of 0.9996, a mean root mean square error of cross validation of 0.136% w/w and a root mean square error of prediction of 0.130% w/w highlight the feasibility and reliability to perform quantitative analysis using ATR-IR. Moreover, the mean relative error percentage achieved, ∼0.5%, confirms the high accuracy of water concentration determination in NADES extracts. This work demonstrates that powerful alternatives are available to provide more environmentally responsible analytical protocols. ATR-IR spectroscopy applied to NADES extracts does not require any sample preparation, reagents or solvents and has minimal requirements for single use consumables. The technique is consistent with current concerns to develop greener chemistry, especially in the field of extraction of natural compounds from plants which currently represents a major focus of interest in both research and industry. … (more)
- Is Part Of:
- Analytical methods. Volume 14:Issue 20(2022)
- Journal:
- Analytical methods
- Issue:
- Volume 14:Issue 20(2022)
- Issue Display:
- Volume 14, Issue 20 (2022)
- Year:
- 2022
- Volume:
- 14
- Issue:
- 20
- Issue Sort Value:
- 2022-0014-0020-0000
- Page Start:
- 1973
- Page End:
- 1981
- Publication Date:
- 2022-05-09
- Subjects:
- Chemistry, Analytic -- Periodicals
Analytical biochemistry -- Periodicals
Chemical laboratories -- Standards -- Periodicals
543.1905 - Journal URLs:
- http://pubs.rsc.org/en/Journals/JournalIssues/AY ↗
http://www.rsc.org/ ↗ - DOI:
- 10.1039/d2ay00234e ↗
- Languages:
- English
- ISSNs:
- 1759-9660
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 0897.103700
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 21745.xml