1
|
Misra S, Pandey P, Mishra HN. Probiotication in multigrain dough and biscuits with the incorporation of erythritol: Evaluation of techno-functional properties using chemometric approach. FOOD SCI TECHNOL INT 2025; 31:142-154. [PMID: 37461837 DOI: 10.1177/10820132231188631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
This study aims to develop a multigrain probiotic biscuit and evaluate the effect of erythritol as a sugar replacer on the rheological properties of dough, along with the physicochemical and organoleptic properties of biscuits. The higher viscoelasticity of dough was observed at a 25% sugar replacement level with erythritol, and the calorific value of biscuits was significantly (p < 0.05) reduced from 415.12 to 404.69 Cal/100 g with increasing in the sugar replacement from 0% to 75%. The biscuits with higher concentrations of erythritol showed reduced water activity (aw) and higher hardness values. From Pearson's correlation analysis, it was observed that the probiotic viability had a positive relation with moisture, fat, energy, aw, and diameter and a negative association with the protein and fiber content of biscuits. The 25% replacement of sugar with erythritol showed a higher probiotic count (> 7 log CFU/g) and improved physicochemical and sensory properties during the storage period, which was further confirmed by the principal component analysis. So, it was recommended that the partial replacement of sugar with erythritol up to 25% is desirable for developing low-calorie bakery products without any alteration in the functional groups and improving the internal structure of the biscuits.
Collapse
Affiliation(s)
- Sourav Misra
- Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India
- Mechanical Processing Division, ICAR-National Institute of Natural Fibre Engineering & Technology, Kolkata, West Bengal, India
| | - Pooja Pandey
- Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India
| | - Hari Niwas Mishra
- Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India
| |
Collapse
|
2
|
Nouska C, Hatzikamari M, Matsakidou A, Biliaderis CG, Lazaridou A. Enhancement of Textural and Sensory Characteristics of Wheat Bread Using a Chickpea Sourdough Fermented with a Selected Autochthonous Microorganism. Foods 2023; 12:3112. [PMID: 37628111 PMCID: PMC10453481 DOI: 10.3390/foods12163112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/13/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023] Open
Abstract
A traditional Greek sourdough, based on the fermentation of chickpea flour by an autochthonous culture, was evaluated as a wheat bread improver. The dominant indigenous microflora (Clostridium perfringens isolates) was identified by 16S rDNA analysis, and a selected strain (C. perfringens CP8) was employed to ferment chickpea flour to obtain a standardized starter culture (sourdough) for breadmaking. In accordance with toxin-typed strain identification, all isolates lacked the cpe gene; thus, there is no concern for a health hazard. Loaf-specific volumes increased with the addition of liquid, freeze-dried, and freeze-dried/maltodextrin sourdoughs compared to control bread leavened by baker's yeast only. Following storage (4 days/25 °C), the amylopectin retrogradation and crumb hardness changes (texture profile analysis) revealed a lower degree of staling for the sourdough-fortified breads. Modifications in the protein secondary structure of fortified doughs and breads were revealed by FTIR analysis. High amounts of organic acids were also found in the sourdough-supplemented breads; butyric and isobutyric acids seemed to be responsible for the characteristic 'butter-like' flavor of these products (sensory analysis). Overall, the addition of liquid or freeze-dried chickpea sourdough in wheat bread formulations can improve the specific volume, textural characteristics, and sensorial properties of loaves, along with extending bread shelf life.
Collapse
Affiliation(s)
- Chrysanthi Nouska
- Department of Food Science and Technology, School of Agriculture, Aristotle University of Thessaloniki, P.O. Box 235, 54124 Thessaloniki, Greece; (M.H.); (A.M.); (C.G.B.); (A.L.)
| | | | | | | | | |
Collapse
|
3
|
Nhouchi Z, Karoui R. Texture staling of pound cakes assessed by front face fluorescence spectroscopy in tandem with chemometric analysis. J Texture Stud 2022; 53:883-894. [PMID: 35611677 DOI: 10.1111/jtxs.12699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 05/16/2022] [Accepted: 05/19/2022] [Indexed: 12/30/2022]
Abstract
Two vegetal oils have been selected for the formulation of pound cakes, rapeseed oil (RO) and palm oil (PO). The freshness of these products has been monitored during 58 days of storage. The RO pound cakes of 58 days as well as PO pound cakes presented higher values (p < .05) of hardness (N), Young's modulus (N.cm-2 ) and compressive stress (N.cm-2 ) than those aged of 5 days. For both vitamin A and tryptophan spectra, the maximum of fluorescence intensity varied according to the aging period. For both RO and PO recipes, lipid oxidation indicators (peroxide value, para-anisidine value, and total oxidation value [TOTOX]) were interestingly correlated to Young's modulus (R2 = 0.99) as well as compressive stress (R2 = 0.99), using polynomial model. The application of partial least squares regression to the vitamin A spectra provided excellent predictive results for both compressive stress (R2 = 0.99) and TOTOX (R2 = 0.99). Good results were observed for tryptophan spectra for the prediction of TOTOX (R2 = 0.77). Thus, the use of front face fluorescence spectroscopy may provide rapid and accurate results for the monitoring of pound cakes freshness throughout storage.
Collapse
Affiliation(s)
- Zeineb Nhouchi
- Univ. Artois, Univ. Lille, Univ. Littoral Côte d'Opale, Univ. Picardie Jules Verne, Univ. de Liège, INRAE, Juni, France.,EBInnov, School of Industrial Biology - EBI, Cergy, France
| | - Romdhane Karoui
- Univ. Artois, Univ. Lille, Univ. Littoral Côte d'Opale, Univ. Picardie Jules Verne, Univ. de Liège, INRAE, Juni, France.,EBInnov, School of Industrial Biology - EBI, Cergy, France
| |
Collapse
|
4
|
Ortiz-Gómez V, Fernández-Quintero A, Roa-Acosta DF, Bravo-Gómez JE, Solanilla-Duque JF. Physicochemical Characterization of Quinoa (Chenopodium quinoa cv. Nariño) Co-products Obtained by Wet Milling. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2022. [DOI: 10.3389/fsufs.2022.851433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In recent years, great interest has been shown in pseudocereals for their high nutritional value. Wet milling has been used to obtain macromolecules such as proteins and starches. However, the co-products obtained from this food industry have been studied little. A factorial design Box-benhken was used to study the effect of surfactant concentration (SDS), sodium hydroxide (NaOH) concentration and maceration temperature on structural and colorimetric properties. Structural properties were evaluated by infrared spectroscopy (FTIR-ATR) and color changes by the CIElab tristimulus method (L*, a*, b*). A decrease in temperature and NaOH causes a decrease in lightness (L*), resulting in lower starch content and higher protein content in the co-product. This behavior was correlated with the infrared spectroscopy (FTIR-ATR) spectra. The spectra show a possible structural change in the amylose/amylopectin ratio of the starch granule at 1,012 cm−1, 1,077 cm−1, and 1,150 cm−1 bands, which are associated with glycosidic bonds, these bonds were sensitive to NaOH concentration. While those bands assigned to Amide II (1,563 cm−1) and Amide I (1,633 cm−1), were sensitive to the effect of NaOH and maceration temperature, evidencing that protein content in the co-products is variable and depends significantly on the extraction conditions. The co-products obtained by wet milling could be used in the development of functional foods, such as bread, snacks, pasta and other products.
Collapse
|
5
|
Nhouchi Z, Botosoa EP, Chèné C, Karoui R. Mid infrared as a tool to study the conformational structure of starch and proteins with oil addition during gelatinization. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
6
|
Kotsiou K, Sacharidis DD, Matsakidou A, Biliaderis CG, Lazaridou A. Physicochemical and functional aspects of composite wheat-roasted chickpea flours in relation to dough rheology, bread quality and staling phenomena. Food Hydrocoll 2022. [DOI: 10.1016/j.foodhyd.2021.107322] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
7
|
Ghnimi H, Ennouri M, Chèné C, Karoui R. A review combining emerging techniques with classical ones for the determination of biscuit quality: advantages and drawbacks. Crit Rev Food Sci Nutr 2021:1-24. [PMID: 34875937 DOI: 10.1080/10408398.2021.2012124] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The production of biscuit and biscuit-like products has faced many challenges due to changes in consumer behavior and eating habits. Today's consumer is looking for safe products not only with fresh-like and pleasant taste, but also with long shelf life and health benefits. Therefore, the potentiality of the use of healthier fat and the incorporation of natural antioxidant in the formulation of biscuit has interested, recently, the attention of researchers. The determination of the biscuit quality could be performed by several techniques (e.g., physical, chemical, sensory, calorimetry and chromatography). These classical analyses are unfortunately destructive, expensive, polluting and above all very heavy, to implement when many samples must be prepared to be analyzed. Therefore, there is a need to find fast analytical techniques for the determination of the quality of cereal products like biscuits. Emerging techniques such as near infrared (NIR), mid infrared (MIR) and front face fluorescence spectroscopy (FFFS), coupled with chemometric tools have many potential advantages and are introduced, recently, as promising techniques for the assessment of the biscuit quality.
Collapse
Affiliation(s)
- Hayet Ghnimi
- INRAE, Junia, Université d'Artois, University of Lille, Université du Littoral Côte d'Opale, Université de Picardie Jules Verne, Université de Liège, Lens, France.,Higher Institute of Biotechnology of Monastir, University of Monastir, Monastir, Tunisia.,National Engineering School of Sfax, University of Sfax, LR11ES45, Sfax, Tunisia
| | - Monia Ennouri
- Olive Tree Institute, University of Sfax, LR16IO01, Sfax, Tunisia
| | - Christine Chèné
- Tilloy Les Mofflaines, Adrianor, Tilloy-lès-Mofflaines, France
| | - Romdhane Karoui
- INRAE, Junia, Université d'Artois, University of Lille, Université du Littoral Côte d'Opale, Université de Picardie Jules Verne, Université de Liège, Lens, France
| |
Collapse
|
8
|
Kotsiou K, Sacharidis DD, Matsakidou A, Biliaderis CG, Lazaridou A. Impact of Roasted Yellow Split Pea Flour on Dough Rheology and Quality of Fortified Wheat Breads. Foods 2021; 10:foods10081832. [PMID: 34441609 PMCID: PMC8391420 DOI: 10.3390/foods10081832] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/21/2021] [Accepted: 08/04/2021] [Indexed: 01/08/2023] Open
Abstract
Roasted yellow split pea (YSP) flours were used to substitute wheat flour, at 10–20% (flour basis) in wheat bread formulations. Rheometry showed that roasted YSP flour addition increased elasticity and resistance to deformation and flow of the composite doughs, particularly at 20% substitution; instead, at 10% addition (either raw or roasted YSP flour), there were no effects on dough rheology and bread textural properties. Breads fortified with roasted YSP flour at levels >10% exhibited lower loaf-specific volume and harder crumb compared to control (bread without YSP flour). Moreover, only breads with 20% roasted YSP flour displayed a significantly higher staling extent and rate, compared to control, as assessed by large deformation mechanical testing and calorimetry (starch retrogradation) of crumb preparations. This formulation also showed a large increase in β-sheets and β-turns at the expense of α-helix and random coil conformations in protein secondary structure as assessed by FTIR spectroscopy. Roasting of YSP effectively masked the “beany” and “grass-like” off-flavors of raw YSP flour at 10% substitution. Overall, roasted YSP flour at the 10% level was successfully incorporated into wheat bread formulations without adversely affecting dough rheology, bread texture, and shelf-life, resulting in final products with a pleasant flavor profile.
Collapse
|
9
|
Wu Y, Huang TY, Li ZX, Huang ZY, Lu YQ, Gao J, Hu Y, Huang C. In-situ fermentation with gellan gum adding to produce bacterial cellulose from traditional Chinese medicinal herb residues hydrolysate. Carbohydr Polym 2021; 270:118350. [PMID: 34364598 DOI: 10.1016/j.carbpol.2021.118350] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/27/2021] [Accepted: 06/13/2021] [Indexed: 12/13/2022]
Abstract
In this study, bacterial cellulose was synthesized by Taonella mepensis from traditional Chinese medicinal herb residues hydrolysate. To overcome the inhibitory effect of fermentation environment, in-situ fermentation with gellan gum adding was carried out for the first time. After 10 days' static fermentation, both high-acyl gellan gum and low-acyl gellan gum adding showed certain beneficial effects for bacterial cellulose production that the highest bacterial cellulose yield (0.866 and 0.798 g/L, respectively) was 59% and 47% higher than that (0.543 g/L) without gellan gum adding. Besides, gellan gum based bacterial cellulose showed some better texture characteristics. Gellan gum was loaded in the nano network of bacterial cellulose, and gellan gum adding had some influence on the crystal structure and thermal degradation behaviors of bacterial cellulose but affected little on its functional groups. Overall, this in-situ fermentation technology is attractive for bacterial cellulose production from low-cost but inhibitory substrates.
Collapse
Affiliation(s)
- Yi Wu
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China
| | - Tu-Yu Huang
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China
| | - Zhi-Xuan Li
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China
| | - Zhong-Ying Huang
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China
| | - Yan-Qing Lu
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China
| | - Jing Gao
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China
| | - Yong Hu
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China.
| | - Chao Huang
- School of Food Science, Guangdong Pharmaceutical University, Zhongshan 528458, People's Republic of China.
| |
Collapse
|
10
|
Zaroual H, Chénè C, El Hadrami EM, Karoui R. Application of new emerging techniques in combination with classical methods for the determination of the quality and authenticity of olive oil: a review. Crit Rev Food Sci Nutr 2021; 62:4526-4549. [DOI: 10.1080/10408398.2021.1876624] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Hicham Zaroual
- Université d'Artois, UMRT 1158 BioEcoAgro, ICV-Institut Charles VIOLLETTE, Lens, France
- Sidi Mohamed Ben Abdellah University, Applied Organic Chemistry Laboratory, Fez, Morocco
| | | | - El Mestafa El Hadrami
- Sidi Mohamed Ben Abdellah University, Applied Organic Chemistry Laboratory, Fez, Morocco
| | - Romdhane Karoui
- Université d'Artois, UMRT 1158 BioEcoAgro, ICV-Institut Charles VIOLLETTE, Lens, France
- INRA, USC 1281,Lille, France
- Yncréa, Lille, France
- University of the Littoral Opal Coast (ULCO), Boulogne sur Mer, France
- University of Lille, Lille, France
| |
Collapse
|
11
|
Sebii H, Karra S, Bchir B, Nhouchi Z, Ghribi AM, Karoui R, Blecker C, Besbes S. Effect of succinylation on the secondary structures, surface, and thermal properties of date palm pollen protein concentrate. JOURNAL OF FOOD SCIENCE AND TECHNOLOGY 2021; 58:632-640. [PMID: 33568857 DOI: 10.1007/s13197-020-04577-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 01/11/2020] [Accepted: 06/12/2020] [Indexed: 11/30/2022]
Abstract
The present study was attempted to investigate the effect of succinylation, as chemical modification, on the functionality of male date palm pollen protein concentrate (MDPPPC). Succinylation was applied at two levels, 4 and 8 mol of succinic acid per mole of lysine. 4 M and 8 M were compared to the native MDPPPC. Findings proved that succinylation improved the surface properties of pollen protein including solubility and surfactant activity. Increased solubility of succinylated MDPPPC has been noticed especially in pH superior to pHi. The results from the differential scanning calorimetry showed a significant decrease (P < 0.05) of the denaturation temperature and the heat enthalpy for succinylated MDPPPC. β turn of succinylated MDPPPC increased significantly (P < 0.05) at the expense of β sheet indicating that the protein gained more mobility after succinylation which explains the enhancement of the functional properties and promotes the use of succinylated protein as a techno-functional ingredient.
Collapse
Affiliation(s)
- Haifa Sebii
- Laboratory of Analysis Valorization and Food Safety, University of Sfax, National Engineering School of Sfax, Soukra Road, BP W-3038 Sfax, Tunisia
| | - Sirine Karra
- Laboratory of Analysis Valorization and Food Safety, University of Sfax, National Engineering School of Sfax, Soukra Road, BP W-3038 Sfax, Tunisia
| | - Brahim Bchir
- Laboratory of Analysis Valorization and Food Safety, University of Sfax, National Engineering School of Sfax, Soukra Road, BP W-3038 Sfax, Tunisia
| | - Zeineb Nhouchi
- University of Artois, EA 7394, Institut Charles Viollette, F-62300 Lens, France
| | - Abir Mokni Ghribi
- Laboratory of Analysis Valorization and Food Safety, University of Sfax, National Engineering School of Sfax, Soukra Road, BP W-3038 Sfax, Tunisia
| | - Romdhane Karoui
- University of Artois, EA 7394, Institut Charles Viollette, F-62300 Lens, France
| | - Christophe Blecker
- Gembloux Agro-Bio Tech, Laboratory of Food Science and Formulation, University of Liège, Passage des Déportés 2 B, B-5030 Gembloux, Belgium
| | - Souhail Besbes
- Laboratory of Analysis Valorization and Food Safety, University of Sfax, National Engineering School of Sfax, Soukra Road, BP W-3038 Sfax, Tunisia
| |
Collapse
|
12
|
Baltacıoğlu C, Baltacıoğlu H, Seyhan R, Uğur Ö, Avcu O. Investigation of the effect of oyster mushroom (
Pleurotus ostreatus
) powder on biscuit production and effect on quality criteria by Fourier‐transform infrared spectroscopy. J FOOD PROCESS PRES 2020. [DOI: 10.1111/jfpp.15174] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Cem Baltacıoğlu
- Department of Food Engineering Faculty of Engineering Nigde Ömer Halisdemir University Nigde Turkey
| | - Hande Baltacıoğlu
- Department of Food Engineering Faculty of Engineering Nigde Ömer Halisdemir University Nigde Turkey
| | - Rabia Seyhan
- Department of Food Engineering Faculty of Engineering Nigde Ömer Halisdemir University Nigde Turkey
| | - Özlem Uğur
- Department of Food Engineering Faculty of Engineering Nigde Ömer Halisdemir University Nigde Turkey
| | - Oğuzhan Avcu
- Department of Food Engineering Faculty of Engineering Nigde Ömer Halisdemir University Nigde Turkey
| |
Collapse
|
13
|
Jerome RE, Singh SK, Dwivedi M. Process analytical technology for bakery industry: A review. J FOOD PROCESS ENG 2019. [DOI: 10.1111/jfpe.13143] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Rifna E. Jerome
- Department of Food Process EngineeringNational Institute of Technology Rourkela Rourkela Odisha India
| | - Sushil K. Singh
- Department of Food Process EngineeringNational Institute of Technology Rourkela Rourkela Odisha India
| | - Madhuresh Dwivedi
- Department of Food Process EngineeringNational Institute of Technology Rourkela Rourkela Odisha India
| |
Collapse
|
14
|
Nhouchi Z, Botosoa EP, Chene C, Karoui R. Potentiality of front-face fluorescence and mid-infrared spectroscopies coupled with partial least square regression to predict lipid oxidation in pound cakes during storage. Food Chem 2019; 275:322-332. [PMID: 30724203 DOI: 10.1016/j.foodchem.2018.09.062] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 07/29/2018] [Accepted: 09/10/2018] [Indexed: 11/16/2022]
Abstract
The potentialities of front-face fluorescence (FFF) and mid-infrared (MIR) spectroscopies coupled with partial least square regression (PLSR) were compared to predict the lipid oxidation of pound cakes. The level of lipid oxidation in pound cakes determined using classical methods showed some changes. Similarly, the fluorescence emission (305-490 nm) and excitation (252-390 nm) spectra and MIR spectra scanned in the 4000-700 cm-1 region showed some changes in pound cakes as a function of both storage time and the type of oil used in the formulation. The application of PLSR to the MIR spectra, provided excellent predictive results for free fatty acid (R2 = 0.97) and peroxide values (R2 = 0.87). Similar results were obtained from both tryptophan and MIR spectra for the prediction of TOTOX (R2 > 0.86) demonstrating the efficiency of the MIR and FFF spectroscopies to qualify and quantify the level of lipid oxidation in pound cakes.
Collapse
Affiliation(s)
- Zeineb Nhouchi
- Univ. Artois, EA 7394, Institut Charles VIOLLETTE, Lens F-62300, France
| | - Eliot Patrick Botosoa
- Univ. Artois, EA 7394, Institut Charles VIOLLETTE, Lens F-62300, France; ISA Lille, EA 7394, Institut Charles VIOLLETTE, Lille F-59000, France; Ulco, EA 7394, Institut Charles VIOLLETTE, Boulogne sur Mer F-62200, France; Univ. Lille, EA 7394, Institut Charles VIOLLETTE, Lille F-59000, France
| | | | - Romdhane Karoui
- Univ. Artois, EA 7394, Institut Charles VIOLLETTE, Lens F-62300, France; ISA Lille, EA 7394, Institut Charles VIOLLETTE, Lille F-59000, France; Ulco, EA 7394, Institut Charles VIOLLETTE, Boulogne sur Mer F-62200, France; Univ. Lille, EA 7394, Institut Charles VIOLLETTE, Lille F-59000, France.
| |
Collapse
|