Submitted:
09 June 2023
Posted:
09 June 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Results
2.1. Extraction yield:
2.2. Total Polyphenol Content (TPC):

2.3. Antioxidant Activity (DPPH):
2.4. Chromatographic analysis:
2.4.1. Identification of compounds in P. dulcis shell extracts by HPLC-DAD:
2.4.2. Identification of volatile compounds in P. dulcis shell extracts by GC-MS (before and after derivatization):
2.5. Biological activities:
2.5.1. Antidiabetic activity:
- The evaluation of the antidiabetic potential of almond shell extracts was performed in vitro using alpha-glucosidase and alpha-amylase assays.
- Alpha-glucosidase activity:
- Alpha-amylase activity:
2.5.2. Cytotoxic activity:
2.6. Principal component analysis (PCA):
3. Materials and Methods
3.1. Plant Material:
3.2. Extraction:
- Maceration:
3.3. Total Phenolic Content (TPC):
3.4. Determination of Radical Scavenging Activity:
3.5. Biological Activity:
3.5.1. Antidiabetic activity:
- Anti-α-Amylase Activity:
- Anti-α-glucosidase Activity:
3.5.2. Cytotoxic Activity:
3.6. Chromatographic analysis:
3.6.1. High-Performance Liquid Chromatography Analysis (HPLC-DAD):
3.6.2. Gas Chromatography-Mass Spectrometry (GC-MS) Analysis:
- Derivatization method:
- Compounds identification:
3.7. Statistical Analysis:
4. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Qureshi, M.N.; Numonov, S.; Abudurexiti, A.; Aisa, H.A. Phytochemical Investigations and Evaluation of Antidiabetic Potential of Prunus Dulcis Nuts. LWT-Food Science and Technology 2016, 66, 311–317. [Google Scholar] [CrossRef]
- Alasalvar, C.; Salvadó, J.-S.; Ros, E. Bioactives and Health Benefits of Nuts and Dried Fruits. Food Chemistry 2020, 314, 126192. [Google Scholar] [CrossRef] [PubMed]
- Esfahlan, A.J.; Jamei, R.; Esfahlan, R.J. The Importance of Almond (Prunus Amygdalus L.) and Its by-Products. Food chemistry 2010, 120, 349–360. [Google Scholar] [CrossRef]
- Barral-Martinez, M.; Fraga-Corral, M.; Garcia-Perez, P.; Simal-Gandara, J.; Prieto, M.A. Almond By-Products: Valorization for Sustainability and Competitiveness of the Industry. Foods 2021, 10, 1793. [Google Scholar] [CrossRef] [PubMed]
- Urruzola, I.; Robles, E.; Serrano, L.; Labidi, J. Nanopaper from Almond (Prunus Dulcis) Shell. Cellulose 2014, 21, 1619–1629. [Google Scholar] [CrossRef]
- Queirós, C.S.G.P.; Cardoso, S.; Lourenço, A.; Ferreira, J.; Miranda, I.; Lourenço, M.J.V.; Pereira, H. Characterization of Walnut, Almond, and Pine Nut Shells Regarding Chemical Composition and Extract Composition. Biomass Conv. Bioref. 2020, 10, 175–188. [Google Scholar] [CrossRef]
- Sarwar, S.; Anwar, F.; Raziq, S.; Nadeem, M.; Zreen, Z.; Cecil, F. Antioxidant Characteristics of Different Solvent Extracts from Almond (Prunus Dulcis L.) Shell. JMPR 2012, 6, 3311–3316. [Google Scholar] [CrossRef]
- Wang, J.; Hu, S.; Nie, S.; Yu, Q.; Xie, M. Reviews on Mechanisms of In Vitro Antioxidant Activity of Polysaccharides. Oxidative Medicine and Cellular Longevity 2015, 2016, 5692852. [Google Scholar] [CrossRef]
- Moure, A.; Pazos, M.; Medina, I.; Domínguez, H.; Parajó, J.C. Antioxidant Activity of Extracts Produced by Solvent Extraction of Almond Shells Acid Hydrolysates. Food Chemistry 2007, 101, 193–201. [Google Scholar] [CrossRef]
- Kahlaoui, M.; Borotto Dalla Vecchia, S.; Giovine, F.; Ben Haj Kbaier, H.; Bouzouita, N.; Barbosa Pereira, L.; Zeppa, G. Characterization of Polyphenolic Compounds Extracted from Different Varieties of Almond Hulls (Prunus Dulcis L.). Antioxidants 2019, 8. [Google Scholar] [CrossRef] [PubMed]
- Slimestad, R.; Vangdal, E.; Brede, C. Analysis of Phenolic Compounds in Six Norwegian Plum Cultivars (Prunus Domestica L.). J. Agric. Food Chem. 2009, 57, 11370–11375. [Google Scholar] [CrossRef]
- He, D.; Shan, Y.; Wu, Y.; Liu, G.; Chen, B.; Yao, S. Simultaneous Determination of Flavanones, Hydroxycinnamic Acids and Alkaloids in Citrus Fruits by HPLC-DAD–ESI/MS. Food Chemistry 2011, 127, 880–885. [Google Scholar] [CrossRef] [PubMed]
- Milbury, P.E.; Chen, C.-Y.; Dolnikowski, G.G.; Blumberg, J.B. Determination of Flavonoids and Phenolics and Their Distribution in Almonds. J. Agric. Food Chem. 2006, 54, 5027–5033. [Google Scholar] [CrossRef] [PubMed]
- Mozetič, B.; Simčič, M.; Trebše, P. Anthocyanins and Hydroxycinnamic Acids of Lambert Compact Cherries (Prunus Avium L.) after Cold Storage and 1-Methylcyclopropene Treatment. Food Chemistry 2006, 97, 302–309. [Google Scholar] [CrossRef]
- Gültekin-Özgüven, M.; Davarcı, F.; Paslı, A.A.; Demir, N.; Özçelik, B. Determination of Phenolic Compounds by Ultra High Liquid Chromatography-Tandem Mass Spectrometry: Applications in Nuts. LWT - Food Science and Technology 2015, 64, 42–49. [Google Scholar] [CrossRef]
- Yahyaoui, M.; Bouajila, J.; Cazaux, S.; Abderrabba, M. The Impact of Regional Locality on Chemical Composition, Anti-Oxidant and Biological Activities of Thymelaea Hirsuta L. Extracts. Phytomedicine 2018, 41, 13–23. [Google Scholar] [CrossRef] [PubMed]
- Wang, Q.-H.; Ao, W.-L.-J.; Wang, X.-L.; Bao, X.-H.; Wang, J.-H. Two New Flavonoid Glycosides from Artemisia Frigida Willd. Journal of Asian Natural Products Research 2010, 12, 950–954. [Google Scholar] [CrossRef]
- Sancho, M.I.; Almandoz, M.C.; Blanco, S.E.; Castro, E.A. Spectroscopic Study of Solvent Effects on the Electronic Absorption Spectra of Flavone and 7-Hydroxyflavone in Neat and Binary Solvent Mixtures. International journal of molecular sciences 2011, 12, 8895–8912. [Google Scholar] [CrossRef]
- Albreht, A.; Vovk, I.; Simonovska, B.; Srbinoska, M. Identification of Shikonin and Its Ester Derivatives from the Roots of Echium Italicum L. Journal of Chromatography A 2009, 1216, 3156–3162. [Google Scholar] [CrossRef]
- Ashrafian, S.; Farimani, M.M.; Sonboli, A.; Ashrafian, H.; Kabiri, M.; Rezadoost, H. Simultaneous Characterization of Nine Isolated Flavonoids in Iranian Dracocephalum Species and in Silico Study of Their Inhibitory Properties against MTH1 Enzyme. South African Journal of Botany 2022, 146, 254–261. [Google Scholar] [CrossRef]
- Erdenetsogt, U.; Nadmid, S.; Paulus, C.; Chanagsuren, G.; Dolgor, E.; Gotov, C.; Dahse, H.-M.; Luzhetskyy, A.; Dagvadorj, E. Bioactive Flavonoids from Plant Extract of Pyrethrum Pulchrum and Its Acute Toxicity. Natural product research 2021, 35, 5960–5963. [Google Scholar] [CrossRef]
- Sei-Ichi, K.; Toda, K.; Matsumoto, K.; Ishihara, C.; Nonobe, S.; Matsunaga, C.; Gomi, Y.K.; Senga, S.; Kawaguchi, K.; Yamamoto, A. Isolation and Characterization of a Novel Oligomeric Proanthocyanidin with Significant Anti-Cancer Activities from Grape Stems (Vitis Vinifera). Scientific reports 2019, 9, 1–7. [Google Scholar] [CrossRef]
- Bukvicki, D.R.; Tyagi, A.K.; Gottardi, D.G.; Veljic, M.M.; Jankovic, S.M.; Guerzoni, M.E.; Marin, P.D. Assessment of the Chemical Composition and In Vitro Antimicrobial Potential of Extracts of the Liverwort Scapania Aspera. Natural Product Communications 2013, 8, 1934578X1300800932. [Google Scholar] [CrossRef]
- Ashmawy, A.M.; Ayoub, I.M.; Eldahshan, O.A. Chemical Composition, Cytotoxicity and Molecular Profiling of Cordia Africana Lam. on Human Breast Cancer Cell Line. Natural Product Research 2021, 35, 4133–4138. [Google Scholar] [CrossRef]
- Rath, D.; Panigrahi, S.K.; Kar, D.M.; Maharana, L. Identification of Bioactive Constituents from Different Fractions of Stems of Cuscuta Reflexa Roxb. Using GC-MS. Natural Product Research 2018, 32, 1977–1981. [Google Scholar] [CrossRef]
- Duru, M.E.; Cakir, A.; Kordali, S.; Zengin, H.; Harmandar, M.; Izumi, S.; Hirata, T. Chemical Composition and Antifungal Properties of Essential Oils of Three Pistacia Species. Fitoterapia 2003, 74, 170–176. [Google Scholar] [CrossRef]
- Goyal, M. Qualitative and Quantitative Evaluation of Phytochemicals in Leaf Extract of Alstonia Scholaris (L.) R. Br.By GC-MS Technique. Qualitative and quantitative evaluation of phytochemicals in leaf extract of Alstonia scholaris (L.) R. Br.By GC-MS technique 2019, 9. [Google Scholar]
- Guedes De Pinho, P.; Gonçalves, R.F.; Valentão, P.; Pereira, D.M.; Seabra, R.M.; Andrade, P.B.; Sottomayor, M. Volatile Composition of Catharanthus Roseus (L.) G. Don Using Solid-Phase Microextraction and Gas Chromatography/Mass Spectrometry. Journal of Pharmaceutical and Biomedical Analysis 2009, 49, 674–685. [Google Scholar] [CrossRef] [PubMed]
- Bhardwaj, K.; Sharma, R.; Cruz-Martins, N.; Valko, M.; Upadhyay, N.K.; Kuča, K.; Bhardwaj, P. Studies of Phytochemicals, Antioxidant, and Antibacterial Activities of Pinus Gerardiana and Pinus Roxburghii Seed Extracts. BioMed Research International 2022, 2022, e5938610. [Google Scholar] [CrossRef] [PubMed]
- Yetayih, M. Extraction and GC-MS Analysis of the Essential Oil from the Peel of Solanum Incanum and Its Antibacterial Activity Studies. Extraction and GC-MS analysis of the essential oil from the peel of Solanum incanum and its antibacterial activity studies 2020, 32. [Google Scholar] [CrossRef]
- Batovska, D.I.; Todorova, I.T.; Nedelcheva, D.V.; Parushev, S.P.; Atanassov, A.I.; Hvarleva, T.D.; Djakova, G.J.; Bankova, V.S.; Popov, S.S. Preliminary Study on Biomarkers for the Fungal Resistance in Vitis Vinifera Leaves. Journal of Plant Physiology 2008, 165, 791–795. [Google Scholar] [CrossRef]
- Griesser, M.; Weingart, G.; Schoedl-Hummel, K.; Neumann, N.; Becker, M.; Varmuza, K.; Liebner, F.; Schuhmacher, R.; Forneck, A. Severe Drought Stress Is Affecting Selected Primary Metabolites, Polyphenols, and Volatile Metabolites in Grapevine Leaves (Vitis Vinifera Cv. Pinot Noir). Plant Physiology and Biochemistry 2015, 88, 17–26. [Google Scholar] [CrossRef]
- Kumar, A. GC-MS Analysis of Phytochemical Constituents in Ethanolic Extract of Punica Granatum Peel and Vitis Vinifera Seeds. GC-MS analysis of phytochemical constituents in ethanolic extract of Punica granatum peel and Vitis vinifera seeds 2011, 2. [Google Scholar]
- Orsavova, J.-M. , LadislavaAU-Ambrozova, Jarmila V. AU-Vicha, RobertAU-Mlcek, JiriTI-Fatty Acids Composition of Vegetable Oils and Its Contribution to Dietary Energy Intake and Dependence of Cardiovascular Mortality on Dietary Intake of Fatty Acids International Journal of Molecular Sciences 2015, 16, 12871–12890. [Google Scholar] [CrossRef]
- Sermakkani GC-MS Analysis of Cassia Italica Leaf Methanol Extract. GC-MS analysis of Cassia italica leaf methanol extract 2012, 5.
- Fiehn, O.; Kopka, J.; Trethewey, R.N.; Willmitzer, L. Identification of Uncommon Plant Metabolites Based on Calculation of Elemental Compositions Using Gas Chromatography and Quadrupole Mass Spectrometry. Anal. Chem. 2000, 72, 3573–3580. [Google Scholar] [CrossRef]
- Eldjoudi, D.A.; Ruiz-Fernandez, C.; González-Rodriguez, M.; Atmane, S.A.; Cordero-Barreal, A.; Farrag, Y.; Pino, J.; Sineiro, J.; Lago, F.; Conde-Aranda, J.; et al. Analgesic and Antiinflammatory Effects of Nigella Orientalis L. Seeds Fixed Oil: Pharmacological Potentials and Molecular Mechanisms. Phytotherapy Research 2022, 36, 1372–1385. [Google Scholar] [CrossRef]
- Komakech, R.; Shim, K.-S.; Yim, N.-H.; Song, J.H.; Yang, S.; Choi, G.; Lee, J.; Kim, Y.; Omujal, F.; Okello, D.; et al. GC–MS and LC-TOF–MS Profiles, Toxicity, and Macrophage-Dependent in Vitro Anti-Osteoporosis Activity of Prunus Africana (Hook f.) Kalkman Bark. Sci Rep 2022, 12, 1–12. [Google Scholar] [CrossRef]
- Nowicka, P.; Wojdyło, A.; Samoticha, J. Evaluation of Phytochemicals, Antioxidant Capacity, and Antidiabetic Activity of Novel Smoothies from Selected Prunus Fruits. Journal of Functional Foods 2016, 25, 397–407. [Google Scholar] [CrossRef]
- Mericli, F.; Becer, E.; Kabadayı, H.; Hanoglu, A.; Yigit Hanoglu, D.; Ozkum Yavuz, D.; Ozek, T.; Vatansever, S. Fatty Acid Composition and Anticancer Activity in Colon Carcinoma Cell Lines of Prunus Dulcis Seed Oil. Pharmaceutical Biology 2017, 55, 1239–1248. [Google Scholar] [CrossRef]
- Amico, V.; Barresi, V.; Condorelli, D.; Spatafora, C.; Tringali, C. Antiproliferative Terpenoids from Almond Hulls (Prunus Dulcis): Identification and Structure−Activity Relationships. J. Agric. Food Chem. 2006, 54, 810–814. [Google Scholar] [CrossRef]
- Rahmani, R.; Bouajila, J.; Jouaidi, M.; Debouba, M. African Mustard (Brassica Tournefortii) as Source of Nutrients and Nutraceuticals Properties. Journal of Food Science 2020. [Google Scholar] [CrossRef]
- Ben Khadher, T.; Aydi, S.; Mars, M.; Bouajila, J. Study on the Chemical Composition and the Biological Activities of Vitis Vinifera Stem Extracts. Molecules 2022, 27, 3109. [Google Scholar] [CrossRef]







| Fractional extraction | |||||
| CHYA | DCM | EtOAc | MeOH | H2O | |
| Maceration | 0.14 | 0.09 | 0.03 | 0.63 | 2.22 |
| mg/g extract | |||||||
| compounds | Rt (min) | Ref | |||||
| Extracts | |||||||
| CHYO | DCM | EtOAc | MeOH | H2O | |||
| Catechin | 0.87 | 0.39 | [10] | ||||
| Rutin | 0.93 | 13.06 | [11] | ||||
| Synephrine | 1.09 | 1.62 | [12] | ||||
| Epicatechin | 1.9 | 4.42 | [13] | ||||
| trans-3-hydroxycinnamic acid | 3.5 | 0.08 | [14] | ||||
| trans-cinnamic acid | 10.8 | 0.02 | [15] | ||||
| 7,8-dihydroxy-2,2-dimethylchromane-6-carboxylic acid | 10.93 | 0.31 | [16] | ||||
| 5,7-dihydroxy-3',4',5'-trimethoxyflavone | 19.51 | 0.31 | [17] | ||||
| 3-tert-butyl-4-hydroxybenzoic acid | 19.55 | 0.02 | [16] | ||||
| 7-hydroxyflavone | 19.71 | 0.59 | [18] | ||||
| Shikonin | 20.72 | 0.19 | [19] | ||||
| 3,3′-dimethoxyflavone | 21.59 | 0.23 | [20] | ||||
| 3,6,3′-trimethoxyflavone | 21.74 | 0.33 | 0.11 | [21] | |||
| Isobutyl 4-hydroxybenzoate | 21.02. | 0.25 | [16] | ||||
| 5-hydroxy-3'-methoxyflavone | 21.95 | 0.33 | [22] | ||||
| N | RI | Compounds | Area (E+07) | Ref | ||||
| Extracts | ||||||||
| CHYA | DCM | EtOAc | MeOH | H2O | ||||
| 1 | 1075 | 2,3-Dimethyldecane | 12.6 | [23] | ||||
| 2 | 1100 | Undecane | 0.0922 | [24] | ||||
| 3 | 1205 | Dodecane | 6.76 | [25] | ||||
| 4 | 1306 | Tridecane | 1.63 | [26] | ||||
| 5 | 1377 | 1,1'-Bicyclohexyl | 25300 | 4.06 | [26] | |||
| 6 | 1535 | Benzaldehyde, 3-hydroxy-4-methoxy- | 370 | 4.99 | [25] | |||
| 7 | 1560 | 2,4-Di-tert-butylphenol | 6.24 | 3.55 | 7.868 | [27] | ||
| 8 | 1566 | Dodecanoic acid, 1-methylethyl ester | 3.69 | [28] | ||||
| N | RI | Compounds | Area(E+07) | Ref | ||||
| Extracts | ||||||||
| CHYA | DCM | EtOAc | MeOH | H2O | ||||
| 1 | 1025 | Cyclohexanol | 15.4 | 4.02 | [29] | |||
| 2 | 1038 | Furfuryl alcohol | 3.13 | 14.3 | 39.1 | 23.4 | [29] | |
| 3 | 1075 | Lactic Acid | 45.9 | 58.2 | 86.5 | [30] | ||
| 4 | 1094 | Hexanoic acid | 15.1 | [30] | ||||
| 5 | 1094 | Glycolic acid | 121 | [30] | ||||
| 6 | 1162 | Hydracrylic acid | 13.8 | 32.9 | [31] | |||
| 7 | 1266 | Glycerol | 88.9 | 1130 | 621 | [26] | ||
| 8 | 1338 | Glyceric acid | 41.7 | 109 | [28] | |||
| 9 | 1351 | Butanedioic acid | 97.9 | 0.691 | [32] | |||
| 10 | 1384 | Nonanoic acid | 51.6 | [26] | ||||
| 11 | 1500 | Malic acid | 1760 | 1310 | [33] | |||
| 12 | 1591 | 2,4-Di-tert-butylphenol | 22.2 | [27] | ||||
| 13 | 1672 | Dodecanoic acid | 23.8 | [34] | ||||
| 14 | 1865 | Myristic acid | 12.8 | [34] | ||||
| 15 | 1959 | Pentadecanoic acid | 10.6 | [33] | ||||
| 16 | 2054 | Palmitic acid | 511 | 4.60 | 2.84 | [35] | ||
| 17 | 2074 | Myo-Inositol | 428 | 1150 | [36] | |||
| 18 | 2241 | 9-octadecenoic acid, (E)- | 278 | [37] | ||||
| 19 | 2248 | Stearic acid | 165 | 121 | 392 | [38] | ||
| F1 | F2 | |
| TPC | 0.121 | 0.818 |
| DPPH | 0.903 | 0.000 |
| ALPHA-GLUCOSIDASE | 0.547 | 0.100 |
| ALPHA-AMYLASE | 0.003 | 0.917 |
| RAW 276-4 | 0.711 | 0.021 |
| HELA | 0.753 | 0.000 |
| Variables | TPC | DPPH | ALPHA-GLUCOSIDASE | ALPHA-AMYLASE | RAW 276-4 | HELA | |
| TPC | 1 | 0.388 | -0.018 | -0.828 | -0.150 | -0.209 | |
| DPPH | 0.388 | 1 | 0.680 | 0.011 | -0.757 | -0.762 | |
| ALPHA-GLUCOSIDASE | -0.018 | 0.680 | 1 | 0.185 | -0.490 | -0.535 | |
| ALPHA-AMYLASE | -0.828 | 0.011 | 0.185 | 1 | -0.099 | 0.063 | |
| RAW 276-4 | -0.150 | -0.757 | -0.490 | -0.099 | 1 | 0.679 | |
| HELA | -0.209 | -0.762 | -0.535 | 0.063 | 0.679 | 1 | |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).