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Physics of molecules
Original article UDC 539.19/535.372
DOI: https://doi.org/10.18721/JPM.16109
BINDING OF CAFFEINE WITH NICOTINAMIDE: A STUDY BY MEANS OF FLUORESCENCE QUENCHING AND UV-Vis SPECTROSCOPIC TECHNIQUES A. G. Abraha , A. G. Belay 2
1 Samara University, Samara, Ethiopia;
2 Adama Science and Technology University, Adama, Ethiopia
и atklt.physics@gmail.com
Abstract. In this work, the binding of caffeine (CAF) with nicotinamide (NIC) has been investigated by means of fluorescence quenching and UV-Vis spectroscopic techniques. The results showed that CAF could effectively quench the intrinsic fluorescence of NIC due to a static quenching mechanism rather than a dynamic one. The key parameters of the process: the quenching constant and the bimolecular quenching rate one, the number of binding sites (n ~ 1), as well as the thermodynamic properties of NIC with CAF were calculated. The binding constants were 6.500 and 5.577 kL/mole at 295 and 303 K respectively. The thermodynamic parameter values determined using the Van't HofFs equation (AH = —14.220 kJ/mole, AS = 22.764 J/(mole-K)) indicated that the binding process was continuous and electrostatic forces had a major role in the reaction of CAF with NIC molecules. Similarly, the UV-Vis absorption spectra of the interaction were studied and used to confirm the fluorescence quenching mechanism of the molecules.
Keywords: fluorescence quenching, binding constant, nicotinamide, caffeine
For citation: Abraha A. G., Belay A. G., Binding of caffeine with nicotinamide: A study by means of fluorescence quenching and UV-Vis spectroscopic techniques, St. Petersburg State Polytechnical University Journal. Physics and Mathematics. 16 (1) (2023) 111—124. DOI: https://doi.org/10.18721/JPM.l6l09
This is an open access article under the CC BY-NC 4.0 license (https://creativecommons. org/licenses/by-nc/4.0/)
Научная статья УДК 539.19/535.372
DOI: https://doi.org/10.18721/JPM.16109
ИЗУЧЕНИЕ СВЯЗЫВАНИЯ КОФЕИНА С НИКОТИНАМИДОМ
С ПОМОЩЬЮ МЕТОДОВ ТУШЕНИЯ ФЛУОРЕСЦЕНЦИИ
И СПЕКТРОСКОПИИ В УЛЬТРАФИОЛЕТОВОЙ И ВИДИМОЙ
ОБЛАСТЯХ
А. Г. Абраха , А. Г. Белэй 2
1 Самарский университет, г. Самара, Эфиопия;
2 Адамский университет науки и технологий, г. Адама, Эфиопия
и atklt.physics@gmail.com
Аннотация. В работе исследовано связывание кофеина (CAF) с никотинамидом (NIC) с помощью методов тушения флуоресценции и спектроскопии оптического поглощения в УФ- и видимой областях. Установлено, что при связывании CAF может эффективно
© Abraha A. G., Belay A. G., 2023. Published by Peter the Great St. Petersburg Polytechnic University.
подавлять у NIC собственную флуоресценцию вследствие механизма статического (а не динамического) тушения. Были рассчитаны значения основных параметров процесса: констант тушения и скорости бимолекулярного тушения, число сайтов связывания (составило около 1), а также термодинамические свойства NIC с CAF. Полученные константы связывания составляют 6,500 и 5,577 кл/моль при температурах 295 и 303 K соответственно. Значения термодинамических параметров, найденных с использованием уравнения Вант-Гоффа (АН = —14,22 кДж/моль и AS = 22,764 Дж/(моль-К)), показали, что процесс связывания является непрерывным и электростатические силы играют важную роль в реакции CAF с молекулами NIC. Аналогичным образом были изучены спектры оптического поглощения в УФ- и видимой областях при взаимодействии молекул, которые были использованы для подтверждения механизма тушения флуоресценции молекул.
Ключевые слова: тушение флуоресценции, константа связывания, никотинамид, кофеин
Ссылка при цитировании: Абраха А. Г., Белэй А. Г. Изучение связывания кофеина с никотинамидом с помощью методов тушения флуоресценции и спектроскопии в ультрафиолетовой и видимой областях // Научно-технические ведомости СПбГПУ. Физико-математические науки. 2023. Т. 16. № 1. С. 111-124. DOI: https://doi.org/10.18721/ JPM.16109
Статья открытого доступа, распространяемая по лицензии CC BY-NC 4.0 (https:// creativecommons.org/licenses/by-nc/4.0/)
Introduction
Improving the physicochemical properties of active pharmaceutical ingredients is the key issue in the field of pharmaceuticals. Human health strongly depends on the presence and level of different vitamins in their diet [1]. Nicotinamide (3-pyridine-carboxamide) is a pyridine derivative bearing a carboxamide group at the b position. Nicotinamide is the derivative of vitamin B3 and is involved in many aspects of biological activity [2 — 9] including diabetes treatment and prevention [2], improving the skin's appearance [10 — 12], energy metabolism, synthesis of fatty acids, growth and development, signal transduction, and maintenance of the integrity of the genome [6 — 8]. Moreover, it serves as an important functional group of coenzymes NAD+ and NADP+ [13, 14] which are involved in various chemical reactions, including the production of energy in all types of cells [15, 16], exhibit antioxidant, anti-inflammatory and anticarcinogenic activities [3, 4], prevent immune suppression caused by UVA and UVB radiation [17], and have cytoprotective effects on neural and vascular tissues as well as their anti-inflammatory activity [17, 18]. Due to its application in dietary foods, nutritional ingredients and cosmetics [5] and the structural and biochemical importance of the combination of pyridine-ring and carboxamide moieties, investigations on nicotinamide are ongoing [19 — 22]. Its deficiency leads to pellagra, which is characterized by the triad of diarrhea, dermatitis, and dementia [23].
Bioactive components that make up popular drinks (such as coffee, tea, cola beverages) and foods (e. g., chocolates) are the most useful compounds for human health [24, 25]. Besides, they are the most widely consumed of all behaviorally active drugs in the world [26, 27]. Caffeine (1,3,7-trimethylxanthine) is one of the most widely consumed compounds in the form of caffein-ated beverages throughout the entire world. It can be used as an ingredient in anesthetics, antife-ver, and dietary medicines [28 — 32]. The richness of caffeine in the human diet and in drugs and its biological properties have attracted the interest of many researchers.
Drugs should undergo different chemical reactions before they reach their target sites to interact with biomolecules [33]. Accordingly, understanding their behaviour in a solution is very important in order to improve their pharmacological and biological activity. Thus, drugs may bind to different compounds either by a direct reaction or by weak interactions involving intermolecular bonds such as hydrogen bonding, hydrophobic interactions, etc. [34]. Thereby, as nicotinamide is pharmacologically and physiologically active compound [35 — 38], it interacts with different types of compounds, such as metal precursors (Cr(III), Mn(II), Fe(III), Co(II), Ni(II), Cu(II) and Cd(II)) [39], bipyridyl ruthenium(II) [40], moricizine [41], indomethacin [42], caffeine [43],
© Абраха А. Г., Белэй А. Г., 2023. Издатель: Санкт-Петербургский политехнический университет Петра Великого.
chlorogenic acid [44], ascorbic acid [45], ibuprofen [46], etc. Moreover, many researchers have used various methods in binding reactions, such as equilibrium dialysis, ion-selective electrodes [47, 48], as well as UV-Vis [49], fluorescence [50, 51] and Fourier transform infrared (FTIR) spectroscopy. Among these methods, spectroscopic methods are most sensitive, easy to use, and have a short analysis time that can be preferable for studies of this kind. And, to the best of our knowledge, the effects of caffeine on the solution of nicotinamide, the thermodynamic aspects of the binding process, and the characterization of the binding sites, have not yet been investigated using these spectroscopic techniques.
The interest arises to study the binding of nicotinamide (here(in)after referred as NIC) with caffeine (CAF) is because the compounds could be found in many natural products, food/drug staffs, and used in many patients for the purpose of treating different diseases. Thus, it is an important aspect to study the compounds in order to improve their efficiency in pharmaceutical and biological activities, understanding their binding in biological system, controlling the effect of physicochemical properties, and to characterize their optoelectric properties. Therefore, in this research the interaction mechanism for CAF with NIC was investigated using fluorescence quenching and UV-Vis spectroscopy.
Experimental methods
a) b)
Fig. 1. Chemical structures of NIC (a) and CAF (b)
Nicotinamide (NIC, Fig. 1, a) and caffeine (CAF, Fig. 1, b) were purchased from Sig-ma-Aldrich Co. and used without any further purification. A sodium phosphate buffer solution was used to control the pH value at 6.85. All other reagents used were of analytical grade purity, and double distilled water was used throughout the experiment.
All fluorescence spectra were recorded on a Fluoromax-4 spectrophotometer (Horiba) equipped with a 1.0 cm quartz cell. The UV-Vis absorption measurements were carried out using a Perkin Elmer Lambda 19 UV-Visible/NIR spectrophotometer. Stock solutions of NIC (1.250 mM) were prepared in the sodium phosphate buffer solution for stead-state fluorescence and UV-Vis absorption measurements. Also, the stock solution of CAF (1.287 mM) was prepared in the deionized water.
The fluorescence spectra measurements were carried out by successive addition of CAF (0.2925 - 0.9365 p,M) to a fixed amount of NIC (0.2841 p,M) solution. The spectra of these series of solutions containing different amounts of CAF and definite amounts of NIC were obtained. The excitation wavelength was Xex = 250 nm for NIC, and corresponding emission ones were recorded over a range of 300 — 500 nm. The excitation and emission widths of slits were set to 10 nm, and the scan speed to 240 nm/min. The bimolecular quenching rate constant k , the Stern — Volmer constant KSV and the number of binding sites n were calculated from the emission spectral analysis. To evaluate the effect of temperature on the interactions, the fluorescence quenching experiments were carried out at two different temperatures: 295 and 303 K.
Similarly, the UV-Vis absorption spectra of NIC were recorded in the absence and presence of CAF in the wavelength range from 200 to 500 nm and in the concentration range from 0.1897 to 0.2010 p,M at a fixed amount of NIC 0.2275 p,M. The absorption spectra of pure NIC solutions were also obtained in the same wavelength range.
Results and discussion
Fluorescence quenching mechanism of NIC. The observed fluorescence quenching of the
compound can be reduced by a variety of molecular interactions, such as excited state reactions, rearrangement of molecules, energy transfer, ground-state complex formation, and collisional quenching [52, 53]. Furthermore, the static quenching and dynamic one are major quenching mechanisms that differ in their dependences on temperature or viscosity [53, 54]. The dynamic quenching is due to collisions between the fluorophore and the quencher, and the quenching constant is expected to increase with temperature since higher temperatures result in larger diffusion coefficients. Whereas, the static quenching is the formation of a ground-state complex of the fluorophore with the quencher [53, 54], in the presence of which a higher temperature may bring about a decrease in the stability of the complexes, resulting in a lower quenching constant.
Fig. 2 shows the fluorescence spectra of NIC in the presence of CAF. The fluorescence intensities of NIC decreased gradually with increasing the CAF concentration. Peaks in the fluorescence spectra of NIC were observed at a wavelength of 424 nm in both the absence and presence of CAF. The addition of CAF to NIC produced significant quenching of the fluorescence intensity in a concentration-dependent manner. Furthermore, CAF did not show fluoresce near the emission maximum of NIC; this indicated that CAF could interact with NIC.
Fig. 2. Emission spectra of NIC (X = 250 nm) in the presence of CAF at 295 K.
The CAF concentration, ^M: 0.2925ll), 0.4058 (2), 0.5171(3), 0.6264 (4), 0.7338 (5), 0.8393 (6), 0.9365 (7), and the NIC one being fixed at 0.2841 ^M
The data indicated that CAF quenched the intrinsic fluorescence intensity of the NIC molecules. The strong quenching effects clearly indicated the existence of binding among the molecules.
In order to confirm the quenching mechanism of the molecules, the fluorescence quenching data were analyzed according to the Stern — Volmer equation [55, 56]:
FJF = 1 + [0] = 1 + Ksv [Ql
(1)
where F , F are the fluorescence intensities in the absence and presence of the quencher, respectively; [Q] is the initial concentration of CAF; K is the Stern — Volmer quenching constant; k is the rate constant of quenching controlled by diffusion; K = k t ' t_ is the average fluorescence
SV q U U
lifetime of NIC in the absence of CAF.
The KSV value was determined by linear regression of the Stern — Volmer equation, and the plot of F0/F versus [Q] would be linear for a single static or dynamic quenching within a certain concentration [52, 53, 55].
Fig. 3 is the Stern — Volmer plots for the quenching of NIC by CAF at temperatures of 295 and 303 K. The curves showed good linear relationships within the investigated concentrations at the two different temperatures. The linear Stern —Volmer plots show the possible existence of a single type of quenching, and the quenching process is static rather than dynamic one. The fluorescence lifetime t0 of NIC was assumed to be 0.3 ns [57], and the KSV values obtained from the Stern — Volmer equation are presented in Table 1. Values of the quenching rate constant k determined at the two temperatures are given there. It is clear that the k values are in the range
3 0, ■ T=295 K
• T=303 K
2x10 s 3x106 4x10 s 5x10 s 6x10 s 7x106 8x10 s 9x1O"6 1x1 IT* [CAF] (M)
Fig. 3. Stern — Volmer plots for the quenching of NIC by CAF at 295 (black) and 303 K (red)
1013 L/(mol-s) at both temperatures which exceed by far the diffusion controlled rate constant 2-1010 L/(mol-s) in an aqueous solution [58, 59], confirming that the quenching does not involve a dynamic diffusion process, but rather occurs due to the formation of CAF-NIC complexes.
Table 1
The values of fluorescence quenching parameters obtained for NIC-CAF binding at two temperatures
T, K KSV, 104 L/mol k, 1013 L/(mol-s) R
295 1.775 5.920 0.98
303 1.515 5.052 0.97
Notations: KSV is the Stern — Volmer constant, k is the quenching rate constant, R is the correlation coefficient.
' c
Binding constant and binding sites
The fluorescence data was further examined for static quenching process. When molecules are bound independently to a set of equivalent sites on macromolecules, the equilibrium between free and bound molecules is given by the following equation [60]:
Log [(F0 - F)/F] = Log Kc + wLog[CAF], (2)
where Kc is the binding constant, n is the number of binding sites per molecule, [CAF] is the CAF concentration.
The values of Kc and n were determined from the slope and intercept of the linear fit of Eq. (2) to the experimental data of Fig. 4. Values of the association constant of CAF with NIC at 295 and 303 K are listed in Table 2. As the data in Table 2 show, the values of K decreased with increasing temperature, which suggested that the binding reaction between the NIC and CAF was exothermic [61].
Strong binding constants were observed between NIC and CAF. Moreover, the values also decreased with increasing temperature, which indicated the formation of unstable compounds that partly decompose at relatively higher temperatures. The calculated binding site number n is about 1, indicating the existence of a single site for the binding of NIC to CAF.
Thermodynamic parameters and nature of the binding forces
The thermodynamic parameters of binding reaction are the main evidence for confirming the binding mode. The formation of binding can be described by several biophysical parameters such as the association constant, and other thermodynamic properties. The forces acting between small
Log[CAF]
Fig. 4. The plots of Log [(F0 - F)/F] versus Log[CAF] at 295 (black) and 303 K (red)
Table 2
The values of NIC-CAF binding parameters obtained at two temperatures
T, K K, 103 L/mol r' n R r
295 6.500 0.880 0.98
303 5.577 0.897 0.99
Notations: Kc is the binding constant, n is the number of binding sites per molecule, Rc is the correlation coefficient.
molecules and macromolecules are mainly hydrogen bonds, electrostatic forces, the Van der Waal's force and hydrophobic interaction. To obtain further insight into the weak interactions associated with the complexation of NIC with CAF, we endeavored to determine the thermodynamic parameters using the Van't HofFs equation. If the enthalpy change AH does not vary significantly over the temperature range of the study, then the thermodynamic parameters can be determined by the following equation:
ln Kc = -AH/RT + AS/R, (3)
and the Gibbs free energy change AG can be calculated at each temperature using formula
AG = -RT-ln Kc = AH - TAS, (4)
where AS is the entropy change, R is the gas constant.
Table 3
Thermodynamic properties determined by the fluorescence quenching of CAF with NIC at two temperatures
T, K AH, kJ/mol AS, J/(mol-K) AG, kJ/mol
295 -14.220 24.764 -21.52
303 - - -21.72
Notations: AH, AS, AG are the changes in the enthalpy, the entropy and the Gibbs free energy, respectively.
From the linear relationship between lnKc and the reciprocal of absolute temperature the values of the thermodynamic parameters were obtained as listed in Table 3. Accordingly, the negative values of AH and the positive value of AS indicate that an electrostatic force played a major role in the reaction between NIC and CAF, whereas the negative sign of AG indicates the spontaneity of the binding for NIC with CAF. Moreover, the negative value of enthalpy indicates that the absorption process of the compounds is an exothermic reaction. Besides, the positive value of entropy confirms the increasing randomness of the solution interface of the molecules of the compounds [61, 62].
UV-Vis absorption spectra
The UV-Vis absorption spectroscopy was used to verify the mechanism of binding of CAF to NIC. This measurement is very simple and the method is applicable to explore the structural changes and to know the complex formation of different compounds. In the dynamic quenching, the spectra of the molecule will not change, however, in the static one the spectral changes due to the formation of reaction were observed in the compound. Fig. 5 shows the absorption spectra of NIC in the presence and absence of CAF. In the absence of CAF, the UV-Vis absorption spectra of NIC was characterized by a single absorption band. With the addition of CAF solution, the interactions between CAF and NIC led to the red shift of the NIC spectra, and the intensity of the peak at a wavelength of 261 nm increased. The curve N (see Fig. 5) was different from the curves IP of the complexes of NIC-CAF and isosbestic points were observed at different wavelengths of the complexes. This change was a reasonable result to confirm the binding of CAF with NIC due to ground state complex formation, which is evidence that the static quenching existed in the binding process of the fluorescence quenching.
Fig. 5. UV-Vis absorption spectra of NIC alone (curve N) and in the presence of CAF with various concentrations (curves IP), ^M: 0.2010 (1), 0.2189 (2), 0.1970 (3), 0.1950 (4), 0.1920 (J), 0.1897 (6);
the concentration of NIC was 0.2275 ^M
Conclusion
The binding of caffeine (CAF) with nicotinamide (NIC) was investigated using fluorescence quenching and UV-Vis spectroscopic techniques. The experimental results indicated that CAF quenched the fluorophore of NIC by forming the ground state complex or non-fluorescent NIC— CAF with high binding affinities. The thermodynamic parameters suggested that the binding reaction was exothermic and occured spontaneously, and the electrostatic force played a major role in the binding reaction. All these experimental results clarified that NIC can bind to CAF, which can be a useful guideline for further clinical study. The study results help us to understand the mechanisms of binding of the drug with the biologically active compound of a coffee bean that is naturally available in different plant types.
Acknowledgements
The authors acknowledge and thank Prof. Ashok Gholap for his contribution and for his assisting throughout the work. We are grateful to Mr. Hagos Yisak for assisting the experimental work.
REFERENCES
1. Rudenko A. O., Kartsova L. A., Determination of water-soluble vitamin B and vitamin C in combined feed, premixes, and biologically active supplements by reversed-phase HPLC, J. Anal. Chem. 65 (1) (2010) 71-76.
2. Elliott R. B., Pilcher C. C., Stewart A., et al., The use of nicotinamide in the prevention of type
1 diabetes, Ann. N. Y. Acad. Sci. 696 (1) (1993) 333-341.
3. Kamat J. P., Devasagayam T. P. A., Nicotinamide (vitamin B3) as an effective antioxidant against oxidative damage in rat brain mitochondria, Redox Rep. 4 (4) (1999) 179-184.
4. Pero R. W., Axelsson B., Siemann D., et al., Newly discovered anti-inflammatory properties of the benzamides and nicotinamides, Mol. Cell. Biochem. 193 (1) (1999) 119-125.
5. Shalita A. R., Smith J. G., Parish L. C., et al., Topical nicotinamide compared with clindamycin gel in the treatment of inelammatory acne vulgaris, Int. J. Dermatol. 1995. 34 (6) (1995) 434-437.
6. Denu J. M., Vitamin B3 and sirtuin function, Trends Biochem. 30 (9) (2005) 479-483.
7. Klaidman L. K., Mukherjee S. K., Hutchin T. P., Adams D. J., Nicotinamide as a precursor for NAD+ prevents apoptosis in the mouse brain induced by tertiary-butylhydroperoxide, Neurosci. Lett. 206 (1) (1996) 5-8.
8. Jacobson E. L., Shieh W. M., Huang A. C., Mapping the role of NAD metabolism in prevention and treatment of carcinogenesis, In Book: R. Alvarez-Gonzalez (Editor). ADP-ribosylation reactions: From bacterial pathogenesis to cancer. Mol. Cell. Biochem. Int. J. Chem. Biol. Health and Disease. Vol. 30. Springer, Boston, MA, USA (1999) 69-74.
9. Yamamoto H., Okamoto H., Protection by picolinamide, a novel inhibitor of poly (ADP-ribose) synthetase, against both streptozotocin-induced depression of proinsulin synthesis and reduction of NAD content in pancreatic islets, Biochem. Biophys. Res. Commun. 95 (1) (1980) 474-481.
10. Muszalska I., Kiaszewicz K., Kson D., Sobczak A., Determination of nicotinamide (vitamin B3) in cosmetic products using differential spectrophotometry and liquid chromatography (HPLC), J. Anal. Chem. 2013. 68 (11) (2013) 1007-1013.
11. Xiao X., Hou Y., Du J., et al., Determination of vitamins B2, B3, B6 and B7 in corn steep liquor by NIR and PLSR, Trans. Tianjin Univ. 18 (5) (2012) 372-377.
12. Maksimovic J. P., Kolar-Anic L. Z., Anic S. R., et al., Quantitative determination of some water-soluble B vitamins by kinetic analytical method based on the perturbation of an oscillatory reaction, J. Braz. Chem. Soc. 22 (1) (2011) 38-48.
13. Sikora A., Szajerski P., Piotrowski L., et al., Radical scavenging properties of nicotinamide and its metabolites, Radiat. Phys. Chem. 77 (3) (2008) 259-266.
14. Thibodeau P. A., Paquette B., DNA damage induced by catecholestrogens in the presence of copper (II): Generation of reactive oxygen species and enhancement by NADH, Free Radic. Biol. Med. 27 (11-12) (1999) 1367-1377.
15. Chen A. C., Martin A. J., Choy B., et al., A phase 3 randomized trial of nicotinamide for skin-cancer chemoprevention, N. Engl. J. Med. 373 (17) (2015) 1618-1626.
16. Escudero-Góngora M. M., Fernández-Peñas P., Nicotinamide: New indications in dermatology, Actas Dermo-Sifiliogr. (Engl. Ed.) 107 (9) (2016) 777-778.
17. Kumar M., Jaiswal S., Singh R., et al., Ab initio studies of molecular structures, conformers and vibrational spectra of heterocyclic organics: I. Nicotinamide and its N-oxide, Spectroch. Acta A. Mol. Biomol. Spectrosc. 75 (1) (2010) 281-292.
18. Chlopicki S., Swies J., Mogielnicki A., et al., 1-Methylnicotinamide (MNA), a primary metabolite of nicotinamide, exerts anti-thrombotic activity mediated by a cyclooxygenase-2/prostacyclin pathway, Br. J. Pharmacol. 152 (2) (2007) 230-239.
19. Li J., Bourne S. A., Caira M. R., New polymorphs of isonicotinamide and nicotinamide, Chem. Commun. 47 (5) (2011) 1530-1532.
20. Gholivand K., Oroujzadeh N., Afshar F., New organotin (IV) complexes of nicotinamide, isonicotinamide and some of their novel phosphoric triamide derivatives: Syntheses, spectroscopic study and crystal structures, J. Organomet. Chem. 695 (9) (2010) 1383-1391.
21. Kulkarni S. A., McGarrity E. S., Meekes H., ter Horst J. H., Isonicotinamide self-association: The link between solvent and polymorph nucleation, Chem. Commun. 48 (41) (2012) 4983-4985.
22. Chen N., Jia Zh.-P., Wang H.-Q., et al., Dilution enthalpies and enthalpic pairwise self-interactions of nicotinamide and isonicotinamide in (dimethylformamide + water) and (dimethyl sulfoxide + water) mixed solvents at 298.15 K, J. Chem. Eng. Data. 59 (7) (2014) 2324-2335.
23. Chen A. C., Damian D. L., Nicotinamide and the skin, Aust. J. Dermatol. 55 (3) (2014) 169175.
24. Liu R. H., Health benefits of fruit and vegetables are from additive and synergistic combinations of phytochemicals, Am. J. Clin. Nutr. 78 (3) (2003) 517S-520S.
25. Crowe K. M., Designing functional foods with bioactive polyphenols: Highlighting lessons
learned from original plant matrices, J. Hum. Nutr. Food Sci. 1 (3) (2013) 205-450.
26. Bolton S., Null G., Caffeine, psychological effect, use and abuse, J. Orthomol. Psychiatry. 10 (1981) 202-211.
27. Clifford M. N., Wight J., The measurement of feruloylquinic acids and caffeoylquinic acids in coffee beans. Development of the technique and its preliminary application to green coffee beans, J. Sci. Food Agric. 27 (1) (1976) 73-84.
28. Barone J. J., Roberts H. R., Human consumption of caffeine (Chapter IV), In book: Caffeine: perspectives from recent research, by Dews P. B. (Editor). Springer-Verlag, Berlin, Heidelberg (1984) 59-73.
29. Knight C. A., Knight I., Mitchell D. C., Zepp J. E., Beverage caffeine intake in US consumers and subpopulations of interest: Estimates from the share of intake panel survey, Food. Chem. Toxicol. 42 (12) (2004) 1923-1930.
30. Barone J. J., Roberts H. R., Caffeine consumption, Food. Chem. Toxicol. 34 (1) (1996) 119-129.
31. Carrillo J. A., Benitez J., Clinically significant pharmacokinetic interactions between dietary caffeine and medications, Clin. Pharmacokinet. 39 (2) (2000) 127-153.
32. Dlugosz L., Bracken M. B., Reproductive effects of caffeine: A review and theoretical analysis, Epidemiol. Rev. 14 (1) (1992) 83-100.
33. Reedijk J., New clues for platinum antitumor chemistry: Kinetically controlled metal binding to DNA, Proc. Natl. Acad. Sci. USA. 100 (7) (2003) 3611-3616.
34. Patrick G. L., An introduction to medicinal chemistry, The 5-th ed. Oxford University Press, Oxford, UK, 2013.
35. Rosu T., Pasculescu S., Lazar V., et al., Copper (II) complexes with ligands derived from 4-amino-2, 3-dimethyl-1-phenyl-3-pyrazolin-5-one: Synthesis and biological activity, Molecules. 11 (11) (2006) 904-914.
36. Filho V. C., Correa R., Vaz Z., et al., Further studies on analgesic activity of cyclic imides, Il Farmaco. 53 (1) (1998) 55-57.
37. Turan-Zitouni G., Sivaci M., Kilif F. S., Erol K., Synthesis of some triazolyl-antipyrine derivatives and investigation of analgesic activity, Eur. J. Med. Chem. 36 (7) (2001) 685-689.
38. Deepa K., Madhu N. T., Radhakrishnan P. K., Cadmium (II) complexes of 1, 2-di (imino-4-antipyrinyl) ethane, Synth. React. Inorg. M. 35 (10) (2005) 883-888.
39. Dilip C. S., Thangaraj V., Raj A. P., Synthesis, spectroscopic characterization, biological and DNA cleavage properties of complexes of nicotinamide, Arab. J. Chem. 9, Suppl. 1 (September)
(2016) S731-S742.
40. Smith N. A., Zhang P., Salassa L., et al., Synthesis, characterization and dynamic behavior of photoactive bipyridyl ruthenium (II)-nicotinamide complexes, Inorg. Chim. Acta. 454 (1 January)
(2017) 240-246.
41. Hussain M. A., Diluccio R. C., Maurin M. B., Complexation of moricizine with nicotinamide and evaluation of the complexation constants by various methods, J. Pharm. Sci. 82 (1) (1993) 77-79.
42. Bogdanova S. V., Sidzhakova D., Karaivanova V., Georgieva Sv., Aspects of the interactions between indomethacin and nicotinamide in solid dispersions, Int. J. Pharm. 163 (1-2) (1998) 1-10.
43. Evstigneev M. P., Evstigneev V. P., Santiago A. A. H., Davies D. B., Effect of a mixture of caffeine and nicotinamide on the solubility of vitamin (B2) in aqueous solution, Eur. J. Pharm. Sci. 28 (1) (2006) 59-66.
44. Abraha A., Gholap A., Belay A., Investigation of self-association, optical transition probability and hetero-association with chlorogenic acid of nicotinamide using UV-Vis spectroscopy, Int. J. Phys. Sci. 11 (21) (2016) 269-278.
45. Guttman D. E., Brooke D., Solution phase interaction of nicotinamide with ascorbic acid, J. Pharm. Sci. 52 (10) (1963) 941-945.
46. Oberoi L. M., Alexander K. S., Riga A. T., Study of interaction between ibuprofen and nicotinamide using differential scanning calorimetry, spectroscopy, and microscopy and formulation of a fast-acting and possibly better ibuprofen suspension for osteoarthritis patients, J. Pharm. Sci. 94 (1) (2005) 93-101.
47. Ayranci E., Duman O., Binding of fluoride, bromide and iodide to bovine serum albumin studied with ion-selective electrodes, Food Chem. 84 (4) (2004) 539-543.
48. Ayranici E., Duman O., Binding of lead ion to bovine serum albumin studied by ion-selective
electrode, Protein Peptide Lett. 11 (4) (2004) 331-337.
49. Tunc S., Duman O., Bozoglan B. K., Studies on the interaction of chloroquine diphosphate and phenelzine sulfate drugs with human serum albumin and human hemoglobin protein by spectroscopic techniques, J. Lumin. 140 (August) (2013) 87-94.
50. Tunc S., Duman O., Soylu I., Bozoglan B. K., Study on the binding of dichlorprop and diquat dibromide herbicides to human serum albumin by spectroscopic methods, J. Hazard. Mater. 273 (30 May) (2014) 36-43.
51. Bozoglan B. K., Tunc S., Duman O., Investigation of neohesperidin dihydrochalcone binding to human serum albumin by spectroscopic methods, J. Lumin. 155 (November) (2014) 198-204.
52. Albrecht C., Lakowicz J. R., Principles of fluorescence spectroscopy // Anal. Bioanal. Chem. 390 (5) (2008) 1223-1224.
53. Lakowicz J. R., Quenching of fluorescence (Ch. 8), In his book "Principles of fluorescence spectroscopy", Springer Science + Business Media, New York (1999) 237-265.
54. Paramaguru G., Kathiravan A., Selvaraj S., et al., Interaction of anthraquinone dyes with lysozyme: Evidences from spectroscopic and docking studies, J. Hazard. Mater. 175 (1-3) (2010) 985-991.
55. Bowen E. J., Wokes F., Fluorescence of solutions, Longmans Green and Co., London, 1953.
56. Von Parker C. A., Photoluminescence of solutions: with applications to photochemistry and analytical chemistry, Elsevier Publishing Company, Amsterdam-London-New York, 1968.
57. Visser A. J. W. G., van Hoek A., The fluorescence decay of reduced nicotinamides in aqueous solution after excitation with a UV-mode locked Ar ion laser, Photochem. Photobiol. 33 (1) (1981) 35-40.
58. Atkins P., De Paula J., Keeler J., Atkins' physical chemistry. 11-th edition, Oxford University Press, Oxford (UK), 2018.
59. Chou K. C., Jiang S. P., Studies on the rate of diffusion-controlled reactions of enzymes, Scientia Sinica. 17 (1974) 664-680.
60. Kang J., Liu Y., Xie M.-X., et al., Interactions of human serum albumin with chlorogenic acid and ferulic acid, Biochim. Biophys. Acta. 1674 (2) (2004) 205-214.
61. Wang Z., Wang N., Han X., et al., Fluorescence quenching and molecular docking study on the binding of four hydroxyanthraquinones to FTO, Phys. Chem. Liquid. 56 (4) (2018) 482-495.
62. Guo Y., Liu B., Li Z., et al., Study of the combination reaction between drugs and bovine serum albumin with methyl green as a fluorescence probe, J. Chem. Pharm. Res. 6 (5) (2014) 968-974.
СПИСОК ЛИТЕРАТУРЫ
1. Руденко А. О., Карцова Л. А. Определение водорастворимых витаминов группы B и витамина C в комбикормах, премиксах и биологически-активных добавках методом обращенно-фазовой ВЭЖХ // Журнал аналитической химии. 2010. Т. 65. № 1. С. 73-78.
2. Elliott R. B., Pilcher C. C., Stewart A., Fergusson D., McGregor M. A. The use of nicotinamide in the prevention of type 1 diabetes // Annals of the New York Academy of Sciences. 1993. Vol. 696. No. 1. Pp. 333-341.
3. Kamat J. P., Devasagayam T. P. A. Nicotinamide (vitamin B3) as an effective antioxidant against oxidative damage in rat brain mitochondria // Redox Report. 1999. Vol. 4. No. 4. Pp. 179-184.
4. Pero R. W., Axelsson B., Siemann D., Chaplin D., Dougherty G. Newly discovered antiinflammatory properties of the benzamides and nicotinamides // Molecular and Cellular Biochemistry. 1999. Vol. 193. No. 1. Pp. 119-125.
5. Shalita A. R., Smith J. G., Parish L. C., Sofman M. S., Chalker D. K. Topical nicotinamide compared with clindamycin gel in the treatment of inelammatory acne vulgaris // International Journal of Dermatology. 1995. Vol. 34. No. 6. Pp. 434-437.
6. Denu J. M. Vitamin B3 and sirtuin function // Trends in Biochemical Sciences. 2005. Vol. 30. No. 9. Pp. 479-483.
7. Klaidman L. K., Mukherjee S. K., Hutchin T. P., Adams D. J. Nicotinamide as a precursor for NAD+ prevents apoptosis in the mouse brain induced by tertiary-butylhydroperoxide // Neuroscience Letters. 1996. Vol. 206. No. 1. Pp. 5-8.
8. Jacobson E. L., Shieh W. M., Huang A. C. Mapping the role of NAD metabolism in prevention
and treatment of carcinogenesis // R. Alvarez-Gonzalez (Editor). ADP-ribosylation reactions: From bacterial pathogenesis to cancer. Molecular and Cellular Biochemistry: An International Journal for Chemical Biology in Health and Disease. Vol. 30. Boston, MA, USA: Springer, 1999. Pp. 69-74.
9. Yamamoto H., Okamoto H. Protection by picolinamide, a novel inhibitor of poly (ADP-ribose) synthetase, against both streptozotocin-induced depression of proinsulin synthesis and reduction of NAD content in pancreatic islets // Biochemical and Biophysical Research Communications. 1980. Vol. 95. No. 1. Pp. 474-481.
10. Muszalska I., Kiaszewicz K., Kson D., Sobczak A. Determination of nicotinamide (vitamin B3) in cosmetic products using differential spectrophotometry and liquid chromatography (HPLC) // Журнал аналитической химии. 2013. Т. 68. № 11. С. 1123-1129.
11. Xiao X., Hou Y., Du J., Sun D., Bai G., Luo G. Determination of vitamins B2, B3, B6 and B7 in corn steep liquor by NIR and PLSR // Transactions of Tianjin University. 2012. Vol. 18. No. 5. Pp. 372-377.
12. Maksimovic J. P., Kolar-Anic L. Z., Anic S. R., Ribic D. D., Pejic N. D. Quantitative determination of some water-soluble B vitamins by kinetic analytical method based on the perturbation of an oscillatory reaction // Journal of the Brazilian Chemical Society. 2011. Vol. 22. No. 1. Pp. 38-48.
13. Sikora A., Szajerski P., Piotrowski L., Zielonka J., Adamus J., Marcinek A., G^bicki J. Radical scavenging properties of nicotinamide and its metabolites // Radiation Physics and Chemistry. 2008. Vol. 77. No. 3. Pp. 259-266.
14. Thibodeau P. A., Paquette B. DNA damage induced by catecholestrogens in the presence of copper (II): Generation of reactive oxygen species and enhancement by NADH // Free Radical Biology and Medicine. 1999. Vol. 27. No. 11-12. Pp. 1367-1377.
15. Chen A. C., Martin A. J., Choy B., et al. A phase 3 randomized trial of nicotinamide for skin-cancer chemoprevention // New England Journal of Medicine. 2015. Vol. 373. No. 17. Pp. 1618-1626.
16. Escudero-Góngora M. M., Fernández-Peñas P. Nicotinamide: New indications in dermatology // Actas Dermo-Sifiliográficas (English Edition). 2016. Vol. 107. No. 9. Pp. 777-778.
17. Kumar M., Jaiswal S., Singh R., Srivastav G., Singh P., Yadav T. N., Yadav R. A. Ab initio studies of molecular structures, conformers and vibrational spectra of heterocyclic organics: I. Nicotinamide and its N-oxide // Spectrochimica Acta. Part A: Molecular and Biomolecular Spectroscopy. 2010. Vol. 75. No. 1. Pp. 281-292.
18. Chlopicki S., Swies J., Mogielnicki A., Buczko W., Bartus M., Lomnicka M., Adamus J., G^bicki J. 1-Methylnicotinamide (MNA), a primary metabolite of nicotinamide, exerts anti-thrombotic activity mediated by a cyclooxygenase-2/prostacyclin pathway // British Journal of Pharmacology. 2007. Vol. 152. No. 2. Pp. 230-239.
19. Li J., Bourne S. A., Caira M. R. New polymorphs of isonicotinamide and nicotinamide // Chemical Communications. 2011. Vol. 47. No. 5. Pp. 1530-1532.
20. Gholivand K., Oroujzadeh N., Afshar F. New organotin (IV) complexes of nicotinamide, isonicotinamide and some of their novel phosphoric triamide derivatives: Syntheses, spectroscopic study and crystal structures // Journal of Organometallic Chemistry. 2010. Vol. 695. No. 9. Pp. 1383-1391.
21. Kulkarni S. A., McGarrity E. S., Meekes H., ter Horst J. H. Isonicotinamide self-association: The link between solvent and polymorph nucleation // Chemical Communications. 2012. Vol. 48. No. 41. Pp. 4983-4985.
22. Chen N., Jia Zh.-P., Wang H.-Q., Zhu L.-Y., Hu Y.-G. Dilution enthalpies and enthalpic pairwise self-interactions of nicotinamide and isonicotinamide in (dimethylformamide + water) and (dimethyl sulfoxide + water) mixed solvents at 298.15 K // Journal of Chemical & Engineering Data. 2014. Vol. 59. No. 7. Pp. 2324-2335.
23. Chen A. C., Damian D. L. Nicotinamide and the skin // Australian Journal of Dermatology. 2014. Vol. 55. No. 3. Pp. 169-175.
24. Liu R. H. Health benefits of fruit and vegetables are from additive and synergistic combinations of phytochemicals // The American Journal of Clinical Nutrition. 2003. Vol. 78. No. 3. Pp. 517S-520S.
25. Crowe K. M. Designing functional foods with bioactive polyphenols: Highlighting lessons learned from original plant matrices // Journal of Human Nutrition and Food Science. 2013. Vol. 1. No. 3. Pp. 205-450.
26. Bolton S., Null G. Caffeine, psychological effect, use and abuse // Journal of Orthomolecular
Psychiatry. 1981. Vol. 10. Pp. 202-211.
27. Clifford M. N., Wight J. The measurement of feruloylquinic acids and caffeoylquinic acids in coffee beans. Development of the technique and its preliminary application to green coffee beans // Journal of the Science of Food and Agriculture. 1976. Vol. 27. No. 1. Pp. 73-84.
28. Barone J. J., Roberts H. Human consumption of caffeine (Chapter IV) // Caffeine: perspectives from recent research, by Dews P. B. (Editor). Berlin, Heidelberg: Springer-Verlag: 1984, 280 p. Pp. 59-73.
29. Knight C. A., Knight I., Mitchell D. C., Zepp J. E. Beverage caffeine intake in U.S. consumers and subpopulations of interest: Estimates from the share of intake panel survey // Food and Chemical Toxicology. 2004. Vol. 42. No. 12. Pp. 1923-1930.
30. Barone J. J., Roberts H. R. Caffeine consumption // Food and Chemical Toxicology. 1996. Vol. 34. No. 1. Pp. 119-129.
31. Carrillo J. A., Benitez J. Clinically significant pharmacokinetic interactions between dietary caffeine and medications // Clinical Pharmacokinetics. 2000. Vol. 39. No. 2. Pp.127-153.
32. Dlugosz L., Bracken M. B. Reproductive effects of caffeine: A review and theoretical analysis // Epidemiologic Reviews. 1992. Vol. 14. No. 1. Pp. 83-100.
33. Reedijk J. New clues for platinum antitumor chemistry: Kinetically controlled metal binding to DNA // Proceedings of the National Academy of Sciences of the United States of America // 2003. Vol. 100. No. 7. Pp. 3611-3616.
34. Patrick G. L. An introduction to medicinal chemistry. The 5-th edition. Oxford, UK: Oxford University Press, 2013. 814 p.
35. Rosu T., Pasculescu S., Lazar V., Chifiriuc C., Cernat R. Copper (II) complexes with ligands derived from 4-amino-2, 3-dimethyl-1-phenyl-3-pyrazolin-5-one: Synthesis and biological activity // Molecules. 2006. Vol. 11. No. 11. Pp. 904-914.
36. Filho V. C., Correa R., Vaz Z., Calixto J. B., Nunes R. J., Pinheiro T. R., Andricopulo A. D., Yunes R. A. Further studies on analgesic activity of cyclic imides // Il Farmaco. 1998. Vol. 53. No. 1. Pp. 55-57.
37. Turan-Zitouni G., Sivaci M., Kilif F. S., Erol K. Synthesis of some triazolyl-antipyrine derivatives and investigation of analgesic activity // European Journal of Medical Chemistry. 2001. Vol. 36. No. 7. Pp. 685-689.
38. Deepa K., Madhu N. T., Radhakrishnan P. K. Cadmium (II) complexes of 1, 2-di (imino-4-antipyrinyl) ethane // Synthesis and Reactivity in Inorganic Metal-Organic and Nano-Metal Chemistry. 2005. Vol. 35. No. 10. Pp. 883-888.
39. Dilip C. S., Thangaraj V., Raj A. P. Synthesis, spectroscopic characterization, biological and DNA cleavage properties of complexes of nicotinamide // Arabian Journal of Chemistry. 2016. Vol. 9. Supplement 1. September. Pp. S731-S742.
40. Smith N. A., Zhang P., Salassa L., Habtemariam A., Sadler P. J. Synthesis, characterization and dynamic behavior of photoactive bipyridyl ruthenium (II)-nicotinamide complexes // Inorganica Chimica Acta. 2017. Vol. 454. 1 January. Pp. 240-246.
41. Hussain M. A., Diluccio R. C., Maurin M. B. Complexation of moricizine with nicotinamide and evaluation of the complexation constants by various methods // Journal of Pharmaceutical Sciences. 1993. Vol. 82. No. 1. Pp. 77-79.
42. Bogdanova S. V., Sidzhakova D., Karaivanova V., Georgieva Sv. Aspects of the interactions between indomethacin and nicotinamide in solid dispersions // International Journal of Pharmaceutics. 1998. Vol. 163. No. 1-2. Pp. 1-10.
43. Evstigneev M. P., Evstigneev V. P., Santiago A. A. H., Davies D. B. Effect of a mixture of caffeine and nicotinamide on the solubility of vitamin (B2) in aqueous solution // European Journal of Pharmaceutical Sciences. 2006. Vol. 28. No. 1. Pp. 59-66.
44. Abraha A., Gholap A., Belay A. Investigation of self-association, optical transition probability and hetero-association with chlorogenic acid of nicotinamide using UV-Vis spectroscopy // International Journal of Physical Sciences. 2016. Vol. 11. No. 21. Pp. 269-278.
45. Guttman D. E., Brooke D. Solution phase interaction of nicotinamide with ascorbic acid // Journal of Pharmaceutical Sciences. 1963. Vol. 52. No. 10. Pp. 941-945.
46. Oberoi L. M., Alexander K. S., Riga A. T. Study of interaction between ibuprofen and nicotinamide using differential scanning calorimetry, spectroscopy, and microscopy and formulation of a fast-acting and possibly better ibuprofen suspension for osteoarthritis patients // Journal of
Pharmaceutical Sciences. 2005. Vol. 94. No. 1. Pp. 93-101.
47. Ayranci E., Duman O. Binding of fluoride, bromide and iodide to bovine serum albumin studied with ion-selective electrodes // Food Chemistry. 2004. Vol. 84. No. 4. Pp. 539-543.
48. Ayranici E., Duman O. Binding of lead ion to bovine serum albumin studied by ion-selective electrode // Protein & Peptide Letters. 2004. Vol. 11. No. 4. Pp. 331-337.
49. Tunc S., Duman O., Bozoglan B. K. Studies on the interaction of chloroquine diphosphate and phenelzine sulfate drugs with human serum albumin and human hemoglobin protein by spectroscopic techniques // Journal of Luminescence. 2013. Vol. 140. August. Pp. 87-94.
50. Tunc S., Duman O., Soylu I., Bozoglan B. K. Study on the binding of dichlorprop and diquat dibromide herbicides to human serum albumin by spectroscopic methods // Journal of Hazardous Materials. 2014. Vol. 273. 30 May. Pp. 36-43.
51. Bozoglan B. K., Tunc S., Duman O. Investigation of neohesperidin dihydrochalcone binding to human serum albumin by spectroscopic methods // Journal of Luminescence. 2014. Vol. 155. November. Pp. 198-204.
52. Albrecht C., Lakowicz J. R. Principles of fluorescence spectroscopy // Analytical and Bioanalytical Chemistry. 2008. Vol. 390. No. 5. Pp. 1223-1224.
53. Лакович Дж. Основы флуоресцентной спектроскопии. Пер. с англ. Глава 9. Тушение флуоресценции. С. 262-299. М.: Мир, 1986. 496 с.
54. Paramaguru G., Kathiravan A., Selvaraj S., Venuvanalingam P., Renganathan R. Interaction of anthraquinone dyes with lysozyme: Evidences from spectroscopic and docking studies // Journal of Hazardous Materials. 2010. Vol. 175. No. 1-3. Pp. 985-991.
55. Bowen E. J., Wokes F. Fluorescence of solutions. London: Longmans Green and Co., 1953. 91 p.
56. Паркер С. А. Люминесценция растворов. Пер. с англ. М.: Мир, 1972. 510 с.
57. Visser A. J. W. G., van Hoek A. The fluorescence decay of reduced nicotinamides in aqueous solution after excitation with a UV-mode locked Ar ion laser // Photochemistry and Photobiology. 1981. Vol. 33. No. 1. Pp. 35-40.
58. Эткинс П., де Паула Дж. Физическая химия. В трех частях. Пер. с англ. М.: Мир, 2007. 496 с.
59. Chou K. C., Jiang S. P. Studies on the rate of diffusion-controlled reactions of enzymes // Scientia Sinica. 1974. Vol. 17. Pp. 664-680.
60. Kang J., Liu Y., Xie M.-X., Li S., Jiang M., Wang Y.-D. Interactions of human serum albumin with chlorogenic acid and ferulic acid // Biochimica et Biophysica Acta. 2004. Vol. 1674. No. 2. Pp. 205-214.
61. Wang Z., Wang N., Han X., Wang R., Chang J. Fluorescence quenching and molecular docking study on the binding of four hydroxyanthraquinones to FTO // Physics and Chemistry of Liquids. 2018. Vol. 56. No. 4. Pp. 482-495.
62. Guo Y., Liu B., Li Z., Zhang L., Lv Y. Study of the combination reaction between drugs and bovine serum albumin with methyl green as a fluorescence probe // Journal of Chemical and Pharmaceutical Research. 2014. Vol. 6. No. 5. Pp. 968-974.
THE AUTHORS
ABRAHA Ataklti Gebreyohanes
Samara University, Department of Physics, Samara, Ethiopia P.O. Box 132, Afar, Samara, Ethiopia atklt.physics@gmail.com ORCID: 0000-0001-8407-2113
BELAY Abebe Gemta
Adama Science and Technology University, Applied Physics Program, Ethiopia P. O. Box 1888, Adama, Ethiopia abebebelay96@gmail.com ORCID: 0000-0001-5212-8397
СВЕДЕНИЯ ОБ АВТОРАХ
АБРАХА Атаклти Гебрейоханес - PhD, доцент физического факультета Самарского университета, г. Самара, Эфиопия.
P.O. Box 132, Afar, Samara, Ethiopia
atklt.physics@gmail.com
ORCID: 0000-0001-8407-2113
БЕЛЭЙ Абебе Гемта - PhD, адъюнкт-профессор Университета науки и технологий Адамы, программа прикладной физики, г. Адама, Эфиопия. P. O. Box 1888, Adama, Ethiopia abebebelay96@gmail.com ORCID: 0000-0001-5212-8397
Received 22.11.2022. Approved after reviewing 16.12.2022. Accepted 17.12.2022. Статья поступила в редакцию 22.11.2022. Одобрена после рецензирования 16.12.2022. Принята 17.12.2022.
© Санкт-Петербургский политехнический университет Петра Великого, 2023
