Submitted:
20 June 2025
Posted:
23 June 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Plant Material and Extract Preparation
2.2. Microscopic Examination
2.3. Total Phenol Analysis
2.4. Total Flavonoid Analysis
2.5. Antioxidant Activity
2.5.1. DPPH Radical-Scavenging Activity
2.5.2. Ferric Reducing Antioxidant Power (FRAP) Assay
2.6. Metal Concentration in White Truffle
2.6.1. Heavy Metals Detection by GF-AAS
2.6.2. Metal Detection by FAAS
2.7. Statistical Data
2.8. Absorption, Distribution, Metabolism, and Excretion (ADME) Predictions
3. Results
3.1. Microscopic Examination
3.2. Total Phenol Analysis
3.3. Total Flavonoid Analysis
3.4. Antioxidant Activity
3.4.1. DPPH Radical-Scavenging Activity
3.4.2. Ferric Reducing Antioxidant Power (FRAP) Assay
3.5. Metal Concentration in White Truffle
3.5.1. Metal Detection by GF-AAS
3.5.2. Metal Detection by FAAS
3.6. Potential Implications of Tuber Magnatum Pico Macerates for Skin Health
3.7. ADME Properties Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| ADME | Absorption, distribution, metabolism, and excretion |
| BBB | Blood Brain Barrier |
| DL | Detection limit |
| DPPH | 2,2-Diphenyl-1-picrylhydrazyl |
| FAAS | Flame atomic absorption spectrometry |
| FRAP | Ferric Reducing Antioxidant Power |
| GAE | Gallic acid equivalents |
| GI | Gastrointestinal |
| GF-AAS | Graphite furnace atomic absorption spectrometry |
| HBA | Number of Hydrogen bond acceptors |
| HBD | Number of Hydrogen bond donors |
| logP | water partition coefficient |
| MMPs | Matrix metalloproteinases |
| MR | Molar Refractivity |
| MW | Molecular weight |
| nrb | Number of rotatable bonds |
| SD | Standard deviation |
| SMILES | Simplified Molecular Input Line Entry System |
| TFC | Total flavonoid content |
| TPSA | Topological Polar Surface Area |
| TPC | Total phenolic content |
References
- Anfisa A. V., Olga E. L., Alexander Y. B., Elena I. M., Natalia A. I., Tamara Y. T., Ekaterina V. M., Maria M. M., Maria E. D., Victoria N. S., Sophia S. S., Tatiana N. V., Denis V. A-G. Effect of truffle extracts on growth of Chlorella vulgaris. 2024. [CrossRef]
- Hall I. R. Brown G. T., Zambonelli A. Taming the truffle: The history, lore, and science of the ultimate mushroom. Portland: Timber Press. 2007.
- Ceruti A., Fontana A., Noseno C. Le specie Europe del genere Tuber, una revision storica. Museo Regionale di Scienze Naturali, Monographie XXXVII. Regione Piemonte, Torino. 2003. [CrossRef]
- Bertolini, Valerio. Funghi ipogei: uno sguardo alle Genea. Bollettino del Circolo Micologico G. Carini. 67. 2014, 21-40.
- Dinca, M.; Dinca, L.C. Truffles and soil. Res. J. Agric. Sci. 2015, 47, 44–50. [Google Scholar]
- Segneanu, A.-E.; Cepan, M.; Bobica, A.; Stanusoiu, I.; Dragomir, I.C.; Parau, A.; Grozescu, I. Chemical Screening of Metabolites Profile from Romanian Tuber spp. Plants. 2021, 10, 540. [Google Scholar] [CrossRef]
- Pieroni, A. The changing ethnoecological cobweb of white truffle (Tuber magnatum Pico) gatherers in South Piedmont. NW Italy. J Ethnobiol Ethnomed. 2016, 12, 18. [Google Scholar] [CrossRef]
- Patel, S. Food, Health and Agricultural Importance of Truffles: A Review of Current Scientific Literature. Importance of Truffles. Curr. Trends Biotechnol. Pharm. 2012, 6, 2230–7303. [Google Scholar]
- Vita, F.; Taiti, C.; Pompeiano, A.; Bazihizina, N.; Lucarotti, V.; Mancuso, S.; Alpi, A. Volatile organic compounds in truffle (Tuber magnatum Pico): Comparison of samples from different regions of Italy and from different seasons. Sci. Rep. 2015, 5, 12629. [Google Scholar] [CrossRef]
- Shavit, E. Medicinal Mushrooms, Truffles Roasting in the Evening Fires. Fungi 2008, 1, 18–23. [Google Scholar]
- Al-Laith, A.A.A. Antioxidant components and antioxidant/antiradical activities of desert truffle (Tirmania nivea) from various Middle Eastern origins. J. Food Compos. Anal. 2010, 23, 15–22. [Google Scholar] [CrossRef]
- Bouatia, M.; Touré, H.A.; Cheikh, A.; Eljaoudi, R.; Rahali, Y.; Oulad Bouyahya Idrissi, M.; Khabar, L.; Draoui, M. Analysis of nutrient and antinutrient content of the truffle (Tirmania pinoyi) from Morocco. Int. Food Res. J. 2018, 25(1), 174–178. [Google Scholar]
- Yan X, Wang Y, Sang X, Fan L. Nutritional value, chemical composition and antioxidant activity of three Tuber species from China. AMB Express. 2017, 7(1),136.
- Patel, S.; Rauf, A.; Khan, H.; Khalid, S.; Mubarak, M.S. Potential health benefits of natural products derived from truffles: A review. Trends Food Sci. Technol. 2017, 70, 1–8. [Google Scholar] [CrossRef]
- Janakat S., Al-Fakhiri S., Sallal A. K. Evaluation of antibacterial activity of aqueous and methanolic extracts of the truffle Terfezia claveryi against Pseudomonas aeruginosa. Saudi Med. J. 2005, 26(6), 952–955.
- Janakat S., Al-Fakhiri S., Sallal, A. K. A promising peptide antibiotic from Terfezia claveryi aqueous extract against Staphylococcus aureus in vitro. Phys. Ther. Res. 2004, 18, 810–813.
- Murcia M. A., Martinez-Tome M., Jimenez A., Vera A., Hnorubia, M., Parras, P. Antioxidant activity of edible fungi (truffles and mushrooms): losses during industrial processing. J. Food Prot. 2002, 65(10), 1614–1622.
- Janakat, S., Nassar, M. Hepatoprotective activity of desert truffle (Terfezia claveryi) in comparison with the effect of Nigella sativa in the rat. Pakistan Journal of Nutrition, 2010, 9, 52–56.
- ISO 14502. „Determination of substances characteristic of green and black tea— Part 1: Content of total polyphenols in tea / Colorimetric method using Folin-Ciocalteu reagent”, 2005.
- National Medicines Agency. Romanian Pharmacopoeia, X-th ed.; Editura Medicala: Bucuresti, Romania, 1993; p. 335.
- Gălăţanu, M.L.; Panţuroiu, M.; Cima, L.M.; Neculai, A.M.; Pănuş, E.; Bleotu, C.; Enescu, C.M.; Mircioiu, I.; Gavriloaia, R.M.; Aurică, S.N.; et al. Polyphenolic Composition, Antioxidant Activity, and Cytotoxic Effect of Male Floral Buds from Three Populus Species Growing in the South of Romania. Molecules 2025, 30, 913. [Google Scholar] [CrossRef]
- Stanciu, G.; Lupsor, S.; Aonofriesei, F.; Calota, N.; Popescu, A.; Sirbu, R. Quantitative analysis of polyphenols and biological activity of sage macerates. Rev. Chim. 2019, 70(11), 3865–3871. [Google Scholar] [CrossRef]
- Stanciu, G.; Aonofriesei, F.; Lupsor, S.; Oancea, E.; Mititelu, M. Chemical Composition, Antioxidant Activity, and Antibacterial Activity of Black Poplar Buds’ Hydroalcoholic Macerates from Dobrogea Area. Molecules 2023, 28, 4920. [Google Scholar] [CrossRef]
- Neculai, A.-M.; Stanciu, G.; Lepădatu, A.C.; Cima, L.-M.; Mititelu, M.; Neacșu, S.M. Development of New Dermato-Cosmetic Therapeutic Formulas with Extracts of Vinca minor L. Plants from the Dobrogea Region. Int. J. Mol. Sci. 2023, 24, 16234. [Google Scholar] [CrossRef] [PubMed]
- Baliyan, S.; Mukherjee, R.; Priyadarshini, A.; Vibhuti, A.; Gupta, A.; Pandey, R.P.; Chang, C.-M. Determination of Antioxidants by DPPH Radical Scavenging Activity and Quantitative Phytochemical Analysis of Ficus religiosa. Molecules 2022, 27, 1326. [Google Scholar] [CrossRef] [PubMed]
- Benzie, I.F.F. & Strain, J.J. The ferric reducing ability of plasma (FRAP) as a measure of ‘antioxidant power’: the FRAP Assay. Anal. Biochem. 1996, 239, 70–76.
- Benzie, I.F., & Devaki, M. The ferric reducing/antioxidant power (FRAP) assay for non-enzymatic antioxidant capacity: concepts, procedures, limitations and applications. 2018, Book Editor(s):Resat Apak, Esra Capanoglu, Fereidoon Shahidi.
- Daina, A.; Michielin, O.; Zoete, V. SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep 2017, 7, 42717. [Google Scholar] [CrossRef]
- M. A. Naranjo-Ortiz și T. Gabaldón, Fungal evolution: major ecological adaptations and evolutionary transitions. Biol. Rev. 2019, 94, 1443–1476. [CrossRef]
- Ljubojević S., Vasilišin L., Vučić G. „Morphological characteristics of summer truffle (Tuber aestivum Vittad.) from Bosnia and Herzegovina,” EUREKA: Life Sciences 2022, 2. [CrossRef]
- Beara, I. N., Lesjak, M. M., Cetojević-Simin, D. D., Marjanović, Z. S., Ristić, J. D., Mrkonjić, Z. O., & Mimica-Dukić, N. M. Phenolic profile, antioxidant, anti-inflammatory and cytotoxic activities of black (Tuber aestivum Vittad.) and white (Tuber magnatum Pico) truffles. Food Cehm. 2014, 165, 460–466.
- Çelebi, Yasemin & Süfer, Özge & Sezer, Gökhan. Extraction of Phenolic Compounds from Oven and Microwave Dried Mushrooms (Agaricus bisporus and Pleurotus ostreatus) by Using Methanol, Ethanol and Aceton as Solvents. Indian J. Pharm. Educ. Res. 2017, 51, 393–397.
- Commission Regulation (EU) 2023/915 of April 25, 2023 on maximum levels for certain contaminants in foodstuffs and repealing Regulation (EC) No 1881/2006.
- Djoko KY, Ong CL, Walker MJ, McEwan AG. The Role of Copper and Zinc Toxicity in Innate Immune Defense against Bacterial Pathogens. J Biol Chem. 2015, 31, 290(31), 18954-61. [CrossRef]
- Kruzselyi, D., & Vetter, J. Complex chemical evaluation of the Summer truffle (Tuber aestivum Vittadini) fruit bodies. Journal of Applied Botany and Food Quality 2014, 87, 291–295. [CrossRef]
- Piatti D, Marconi R, Caprioli G, Zannotti M, Giovannetti R, Sagratini G. White Acqualagna truffle (Tuber magnatum Pico): Evaluation of volatile and non-volatile profiles by GC-MS, sensory analyses and elemental composition by ICP-MS. Food Chem. 2024, 1, 439, 138089. [CrossRef]
- Nichols JA, Katiyar SK. Skin photoprotection by natural polyphenols: anti-inflammatory, antioxidant and DNA repair mechanisms. Arch Dermatol Res. 2010, 302(2), 71-83. [CrossRef]
- Cho S, Lee MJ, Kim MS, et al. Infrared plus visible light and heat from natural sunlight participate in the expression of MMPs and type I procollagen as well as infiltration of inflammatory cell in human skin in vivo. J Dermatol Sci. 2008, 50(2), 123–133. [CrossRef]
- Daina, A.; Zoete, V. A BOILED-Egg to predict gastrointestinal absorption and brain penetration of small molecules. Chem. Me. Chem. 2016, 11(11), 1117–1121. [CrossRef] [PubMed]
- Bontempo, L., Camin, F., Perini, M., Ziller, L., & Larcher, R. Isotopic and elemental characterisation of Italian white truffle: A first exploratory study. Food and chemical toxicology: an international journal published for the British Industrial Biological Research Association, 2020, 145, 111627. [CrossRef]
- Hall I., R. Brown G. T., Zambonelli A. Taming the truffle: The history, lore, and science of the ultimate mushroom. Portland: Timber Press. 2007.
- Luard, E. Truffles. Childs Hill, London: Berry & Co., Ltd. 2006.
- Tejedor-Calvo, E., Amara, K., Reis, F. S., Barros, L., Martins, A., Calhelha, R. C., Ferreira, I. C. F. R.. Chemical composition and evaluation of antioxidant, antimicrobial and antiproliferative activities of Tuber and Terfezia truffles. Food Res. Int. 2021, 140. [CrossRef]
- Piatti D, Marconi R, Caprioli G, Zannotti M, Giovannetti R, Sagratini G. White Acqualagna truffle (Tuber magnatum Pico): Evaluation of volatile and non-volatile profiles by GC-MS, sensory analyses and elemental composition by ICP-MS. Food Chem. 2024, 439, 138089. [CrossRef]
- Hsu J.Y, Chen M.H., Lai Y.S., Chen S.D. Antioxidant Profile and Biosafety of White Truffle Mycelial Products Obtained by Solid-State Fermentation. Molecules. 2021. 24, 27(1), , 109. [CrossRef]
- Turkmen N., Sari F., and Velioglu Y. S., Effects of extraction solvents on concentration and antioxidant activity of black and black mate tea polyphenols determined by ferrous tartrate and Folin-Ciocalteu methods, Food Chemistry. 2006, 99, 4, 835–841. [CrossRef]
- Ngo T. V., Scarlett C. J., Bowyer M. C., Ngo P. D., and Vuong Q. V., Impact of different extraction solvents on bioactive compounds and antioxidant capacity from the root of Salacia chinensis L. J. Food Qual. 2017, 8.
- Wang Y., Li C., Liu P., Ahmed S., Zhang Y., and Chen L., Phenolic compounds and antioxidant activity in truffles, Food Chemistry, 2021, 350, 129202.
- Kim Y. J., and Uyama H., Antioxidant activity of various phytochemicals against biological reactive oxygen species. Curr. Top. Med. Chem. 2005, 5(6), 529–539.
- Lee H. E., Kang H. J., Lee J. Y., and Cho Y., Protective effects of gallic acid against UVB-induced oxidative stress in human dermal fibroblasts, Mol. Cell. Toxicol. 2010, 6(3), 229–237.
- Kuppusamy P., Yusoff M. M., Parine N. R., and Govindan N., Evaluation of in-vitro antioxidant and antibacterial properties of Commelina nudiflora L. extracts prepared by different polar solvents, Saudi Journal of Biological Sciences. 2015, 22, 293–301.
- Mendil, D., Uluözlü, Ö. D., Tüzen, M., Hasdemir, E. and Sarı, H. Trace Metal Levels in Mushroom Samples from Ordu, Turkey. Food Chem. 2005, 91, 463–467. [CrossRef]
- Turkekul, I., Elmastas, M. and Tüzen, M. Determination of Iron, Copper, Manganese, Zinc, Lead, and Cadmium in Mushroom Samples from Tokat, Turkey. Food Chem. 2004, 84, 389–392. [CrossRef]
- Svoboda, L., Zimmermannová, K. and Kalač, P. Concentrations of Mercury, Cadmium, Lead and Copper in Fruiting Bodies of Edible Mushrooms in an Emission Area of a Copper Smelter and a Mercury Smelter. Sci. Total Environ. 2000, 246, 61–67. [CrossRef]
- World Health Organization. Manganese in drinking-water: Background document for development of WHO guidelines for drinking-water quality. Geneva: World Health Organization; 2021.
- Boelsma E, van de Vijver L.P., Goldbohm R.A., Klöpping-Ketelaars I.A., Hendriks H.F., Roza L. Human skin condition and its associations with nutrient concentrations in serum and diet. Am J Clin Nutr. 2003, 77(2), 348-55. [CrossRef]
- Lipinski, C.A.; Lombardo, F.; Dominy, B.W.; Feeney, P.J. Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Adv Drug Deliv Rev. 2001, 1, 46(1-3), 3-26.
- Ghose, A.K.; Viswanadhan, V. N.; Wendoloski, J. J. A Knowledge-Based Approach in Designing Combinatorial or Medicinal Chemistry Libraries for Drug Discovery. 1. A Qualitative and Quantitative Characterization of Known Drug Databases. J. Comb. Chem. 1999 1(1), 55-68. [CrossRef]
- Veber, D. F.; Johnson, S. R.; Cheng, H.-Y.; Smith, B.R.; Ward, K. W.; Kopple, K. D. Molecular Properties That Influence the Oral Bioavailability of Drug Candidates. J. Med. Chem. 2002, 45 (12), 2615-2623. [CrossRef]
- Egan, W.J.; Merz, K.M; Baldwin, J. J. Prediction of Drug Absorption Using Multivariate Statistics. J. Med. Chem. 2000, 43, 3867–3877. [Google Scholar] [CrossRef] [PubMed]
- Muegge, I.; Heald, S.L.; Brittelli, D. Simple Selection Criteria for Drug-like Chemical Matter. J. Med. Chem. 2001, 44(12), 1841–1846. [Google Scholar] [CrossRef] [PubMed]










| Metal | Concentration (mg/kg d.w.) ± SD |
LOD (mg/L) | LOQ (mg/L) | R2 |
|---|---|---|---|---|
| Cd Cr Cu Ni Mn Pb |
0.00036 ± 0.00010 | 0.00012 | 0.00040 | 0.9907 |
| 0.00978 ± 0.00200 | 0.00062 | 0.00206 | 0.9925 | |
| 0.14410 ± 0.03000 | 0.00093 | 0.00310 | 0.9963 | |
| <DL | 0.00044 | 0.00151 | 0.9978 | |
| 0.00010 ± 0.00002 | 0.00212 | 0.00708 | 0.9955 | |
| <DL | 0.00304 | 0.01002 | 0.9996 |
| Metal | Concentration (mg/kg d.w.) ± SD |
LOD (mg/L) | LOQ (mg/L) | R2 |
|---|---|---|---|---|
| Na Ca Mg K |
2.310 ± 0.053 | 1.1310 | 4.9866 | 0.9952 |
| 17.92 ± 0.726 | 4.3800 | 20.4811 | 0.9941 | |
| <DL | 1.0523 | 1.5887 | 0.9967 | |
| 11.98 ± 0.271 | 2.0632 | 5.2122 | 0.9987 |
| Compund | MW | logP | TPSA | HBA | HBD | nrb | MR | GI | BBB |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 170.12 | 0.50 | 97.99 | 5 | 4 | 1 | 39.47 | high | no |
| 2 | 396.65 | 7.33 | 20.23 | 1 | 1 | 4 | 127.47 | low | no |
| 3 | 174.20 | -1.55 | 127.72 | 4 | 4 | 5 | 44.54 | low | no |
| 4 | 280.45 | 5.88 | 37.30 | 2 | 1 | 14 | 89.46 | low | no |
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