1
|
Manai-Djebali H, Taamalli A, Iswaldi I, Arráez-Román D, Segura-Carretero A, Marouani A, Mliki A, Martínez-Cañas MA, Ghorbel A. Chemometric analysis of Tunisian durum wheat metabolites using UPLC-ESI-QTOF-MS/MS. J Food Sci 2023. [PMID: 37183914 DOI: 10.1111/1750-3841.16605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 03/06/2023] [Accepted: 04/21/2023] [Indexed: 05/16/2023]
Abstract
Bioactive compounds in wheat have received a great interest in the last few years due to their nutritional and health benefits. Various analytical procedures were used to identify these compounds in wheat kernels. An ultra-performance liquid chromatography coupled to electrospray ionization quadrupole-time-of-flight mass spectrometry (UPLC-ESI-QTOF-MS/MS) was used for the screening of bioactive compounds in seven Tunisian durum wheat extracts. The aim of this study was to realize a screening of several classes of bioactive compounds in the same analysis and to identify specific metabolite markers for discriminating the durum wheat varieties. The UPLC-ESI-QTOF-MS/MS allows the detection of 81 metabolites, belonging to different chemical families such as sugars, organic acids, amino acids, fatty acids, and phenolic compounds represented by benzoic and cinnamic acid derivatives, phenolic alcohols, flavones, lignans, and condensed tannins. Chemical profiles identified varied greatly between different wheat genotypes. As far as the authors know, this is the first time that different chemical classes were detected at the same time in durum wheat kernels using UPLC-ESI-QTOF-MS/MS. This study gives the most complete map of metabolites in Tunisian durum wheat and proves that UPLC-QTOF-MS/MS coupled with chemometric analysis is a great tool for discrimination between durum wheat cultivars.
Collapse
Affiliation(s)
- Hédia Manai-Djebali
- Laboratory of Olive Biotechnology, LR15CBBC05, Centre of Biotechnology of Borj-Cédria, Hammam-Lif, Tunisia
| | - Amani Taamalli
- Laboratory of Olive Biotechnology, LR15CBBC05, Centre of Biotechnology of Borj-Cédria, Hammam-Lif, Tunisia
- Department of Chemistry, College of Sciences, University of Hafr Al Batin, Hafr Al Batin, Saudi Arabia
| | - Ihsan Iswaldi
- Food Business Technology Study Program, School of Applied Science, Technology, Engineering and Mathematics, Universitas Prasetiya Mulya, Tangerang, Indonesia
| | - David Arráez-Román
- Centro de Investigacion y Desarrollo del Alimento Funcional, Parque Tecnológico de Ciencias de la Salud (PTS), Granada, Spain
| | - Antonio Segura-Carretero
- Centro de Investigacion y Desarrollo del Alimento Funcional, Parque Tecnológico de Ciencias de la Salud (PTS), Granada, Spain
| | - Ahmed Marouani
- Higher School of Agriculture, Route de Dahmeni - Boulifa, EL Kef, Tunisia
| | - Ahmed Mliki
- Laboratory of Plant Molecular Physiology, Centre of Biotechnology of Borj-Cédria, Hammam-Lif, Tunisia
| | - Manuel A Martínez-Cañas
- Tecnological AgriFood Institute, Centre for Scientific Research and Technology in Extremadura, Government of Extremadura, Badajoz, Spain
| | - Abdelwahed Ghorbel
- Laboratory of Plant Molecular Physiology, Centre of Biotechnology of Borj-Cédria, Hammam-Lif, Tunisia
| |
Collapse
|
2
|
Moumeni A, Marouani A. Profil des pleurésies tuberculeuses : à propos d’une série de 550 cas. Rev Mal Respir 2017. [DOI: 10.1016/j.rmr.2016.10.576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
3
|
Moumeni A, Marouani A. Le cancer broncho-pulmonaire chez les non-fumeurs : à propos de 110 cas hospitalisés au service de pneumologie. Rev Mal Respir 2017. [DOI: 10.1016/j.rmr.2016.10.182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
4
|
Marouani A, Bioud S, Moumeni A. Profil étiologique et pronostic des hémoptysies : à propos de 186 cas. Rev Mal Respir 2017. [DOI: 10.1016/j.rmr.2016.10.446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
5
|
Marouani A, Bendahmouche I. La tuberculose multifocale : à propos de 25 cas. Rev Mal Respir 2016. [DOI: 10.1016/j.rmr.2015.10.336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
6
|
Marouani A, Ghoul I, Khalfaoui M, Àbdelouche D. Les tumeurs épithéliales thymiques : à propos de 8 cas. Rev Mal Respir 2016. [DOI: 10.1016/j.rmr.2015.10.195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
7
|
Djimli O, Marouani A. Les corps étrangers endo-bronchiques : à propos de 12 cas. Rev Mal Respir 2016. [DOI: 10.1016/j.rmr.2015.10.359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
8
|
Marouani A, Besbes L, Khalfaoui M, Abdellouche D. Le syndrome de Pancoast-Tobias : à propos de 35 cas. Rev Mal Respir 2016. [DOI: 10.1016/j.rmr.2015.10.150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
9
|
Marouani A, Khalfaoui M, Abdelouche D. La tumeur neuroéctodermique primitive de la paroi thoracique (tumeur d’Askin). Rev Mal Respir 2016. [DOI: 10.1016/j.rmr.2015.10.541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
10
|
Marouani A, Abdellouche D, Khalfaoui M, Besbes L. Le cancer broncho-pulmonaire primitif : à propos de 780 cas. Rev Mal Respir 2016. [DOI: 10.1016/j.rmr.2015.10.147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
11
|
Khalfaoui M, Marouani A. Histicytose sinusale macrophagique (maladie de Rosai-Dorfman). Rev Mal Respir 2016. [DOI: 10.1016/j.rmr.2015.10.550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
12
|
Moumeni A, Marouani A, Bourezgue A, Houari H, Benbaouche N. Profil clinique et étiologique d’aspergillomes pulmonaires : à propos de 8 cas. Rev Mal Respir 2015. [DOI: 10.1016/j.rmr.2014.10.150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
|
13
|
Moumeni A, Marouani A, Bellouz Y. Le cancer bronchopulmonaire chez les non-fumeurs : à propos de 105 cas hospitalisés au service de pneumologie, CHU de Sétif. Rev Mal Respir 2014. [DOI: 10.1016/j.rmr.2013.10.481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
14
|
Ramdani D, Marouani A, Moumeni A. Hémangiopericytome pulmonaire primitif à propos d’un cas, service de pneumologie, CHU de Sétif. Rev Mal Respir 2014. [DOI: 10.1016/j.rmr.2013.10.264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
15
|
Moumeni A, Marouani A. Profil des pleurésies tuberculeuses : à propos d’une série de 515 cas de malades. Rev Mal Respir 2013. [DOI: 10.1016/j.rmr.2012.10.139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
|
16
|
Marouani A, Moumeni A. Le cancer bronchique chez la femme : à propos de 91 cas de malades hospitalisées. Rev Mal Respir 2013. [DOI: 10.1016/j.rmr.2012.10.299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|
17
|
Marouani A, Bellouz Y, Moumeni A. Le pyopneumothorax d’origine tuberculeuse : à propos de 21 malades hospitalisés. Rev Mal Respir 2013. [DOI: 10.1016/j.rmr.2012.10.476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
18
|
Moumeni A, Marouani A. Mal de Pott : à propos de 3 cas observés au service de pneumophtisiologie, CHU de Sétif, Algérie. Rev Mal Respir 2012. [DOI: 10.1016/j.rmr.2011.10.947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
19
|
Marouani A, Moumeni A. Hydatidopneumothorax : à propos de 3 cas hospitalisés au service de pneumologie, CHU de Sétif, Algérie. Rev Mal Respir 2012. [DOI: 10.1016/j.rmr.2011.10.868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
20
|
Marouani A, Moumeni A. Miliaire tuberculeuse : expérience du service de pneumologie CHU de Setif à propos de 28 cas. Rev Mal Respir 2012. [DOI: 10.1016/j.rmr.2011.10.942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
|