Abstract
An approach to predict the stability constants of coronates from the properties of solvents, cations, and crown ethers has been developed based on exploratory and neural network methods for mathematical modeling of equilibria in solutions. Exploratory (factor, cluster, discriminant, canonical, decision trees), regression, and neural network (supervised and Kohonen network) models of the stability of crown ethers (12С4, 13С4, 14С4, 15С4, 15С5, 18С6, 21С7, 24С8, B12C4, B15C5, CH15C5, CH18C6, DCH18C6, DCH21C7, DB18C6, DB21C7, DB24C8, DB27C9, and DB30C10) complexes with cations of alkali (Li+, Na+, K+, Cs+, Rb+) and alkaline-earth (Ca2+, Sr2+, Ba2+) metals in aqueous and non-aqueous (acetone, acetonitrile, dimethyl sulfoxide, methanol, pyridine, dimethylformamide, dioxane, propylene carbonate, 1,2-dichloroethane, and nitrobenzene) solutions have been developed according to the properties of solvents (diameter of solvent molecule, Kamlet–Taft parameter, Dimroth–Reichardt parameter, dielectric constant), crown ethers (Balaban topological index), and cations (cation diameter) at 298.15 K.
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REFERENCES
Kamlet, M.J., Abboud, J.L.M., Abraham, M.H., and Taft, R.W.,J. Org. Chem., 1983, vol. 48, no. 17, p. 2877. https://doi.org/10.1021/jo00165a018
Politzer, P. and Murray, J.S., Quantitative Approaches to Solute-Solvent Interactions. Modern Aspects of Electrochemistry, Vayenas, C., Ed., New York: Springer, 2005, no. 39, p. 1. https://doi.org/10.1007/978-0-387-31701-4_1
Gao, H., Struble, T.J., Coley, C.W., Wang, Y., Green, W.H., and Jensen, K.F., ACS Cent. Sci., 2018, vol. 4, no. 11, p. 1465. https://doi.org/10.1021/acscentsci.8b00357
Piccione, P.M., Baumeister, J., Salvesen, T., Flores, Y., Grosjean, Ch., Murudi, V., Shyadligeri, A., Lobanova, O., and Lothschütz, Ch., Org. Proc. Res. Dev., 2019, vol. 23, no. 5, p. 998. https://doi.org/10.1021/acs.oprd.9b00065
Wang, H., Wang, X., Chen, G., Farajtabar, A., Zhao, H., and Li, X.,J. Chem. Eng. Data, 2019, vol. 64, no. 6, p. 2867. https://doi.org/10.1021/acs.jced.9b00243
Wu, J., Wang, J., and Zhao, H., J. Chem. Eng. Data, 2019, vol. 64, no. 6, p. 2904. https://doi.org/10.1021/acs.jced.9b00320
Qiu, J. and Albrecht, J., Org. Process Res. Dev., 2018, vol. 22, no. 7, p. 829. https://doi.org/10.1021/acs.oprd.8b00117
Xu, R., Huang, C., and Xu, J., J. Chem. Eng. Data, 2019, vol. 64, no. 4, p. 1454. https://doi.org/10.1021/acs.jced.8b01051
Li, W., Zhu, Ya., Wang, X., Zheng, M., Li, X., and Zhao, H.,J. Chem. Eng. Data, 2019, vol. 64, no. 2, p. 771. https://doi.org/10.1021/acs.jced.8b01014
Chen, G., Liang, J., Han, J., and Zhao, H., J. Chem. Eng. Data, 2019, vol. 64, no. 1, p. 315. https://doi.org/10.1021/acs.jced.8b00811
Laurence, C., Legros, J., Chantzis, A., Planchat, A., and Jacquemin, D., J. Phys. Chem. B, 2015, vol. 119, no. 7, p. 3174. https://doi.org/10.1021/jp512372c
Sanli, S., Altun, Y., and Guven, G., J. Chem. Eng. Data, 2014, vol. 59, no. 12, p. 4015. https://doi.org/10.1021/je500595w
Bondarev, N.V., Russ. J. Gen. Chem., 2016, vol. 86, no. 6, p. 1221. https://doi.org/10.1134/S1070363216060025
Bondarev, N.V., Russ. J. Gen. Chem., 2017, vol. 87, no. 2, p. 188. https://doi.org/10.1134/S1070363217020062
Bondarev, N.V., Russ. J. Gen. Chem., 2019, vol. 89, no. 2, p. 281. https://doi.org/10.1134/S1070363219020191
Bondarev, N.V., Russ. J. Gen. Chem., 2019, vol. 89, no. 7, p. 1438. https://doi.org/10.1134/S1070363219070144
Nikulina, S.Yu., Chernova, A.A., Tret’yakova, S.S., and Nikulin, D.A., Ross. Kardiol. Zh., 2018, vol. 23, no. 10, p. 53. https://doi.org/10.15829/1560-4071-2018-10-53-58
Tyutyunik, V.V., Bondaryev, M.V., Shevchenko, R.І., Chornogor, L.F., and Kalugіn, V.D., Tekhnogenno-ekologіchna bezpeka ta civіl'nij zahist., 2014, no. 7, p. 107.
Izatt, R.M., Bradshaw, J.S., Nielsen, S.A., Lamb, J.D., Christensen, J.J., and Sen, D., Chem. Rev., 1985, vol. 85, no. 4, p. 271. https://doi.org/10.1021/cr00068a003
Frensdorff, H.K., J. Am. Chem. Soc., 1971, vol. 93, no. 3, p. 600. https://doi.org/10.1021/ja00732a007
Pedersen, C.J. and Frensdorff, H.K., Angew Chem. Int. Ed., 1972, vol. 11, no. 1, p. 16. https://doi.org/10.1002/anie.197200161
Izatt, R.M., Terry, R.E., Haymore, B.L., Hansen, L.D., Dalley, N.K., Avondet, A.G., and Christensen, J.J., J. Am. Chem. Soc., 1976, vol. 98, no. 24, p. 7620. https://doi.org/10.1021/ja00440a028
Høiland, H., Ringseth, J.A., and Brun, T.S., J. Solut. Chem., 1979, vol. 8, no. 11, p. 779. https://doi.org/10.1007/bf00648577
Smetana, A.J., Popov, A.I., J. Solut. Chem., 1980, vol. 9, no. 3, p. 183. https://doi.org/10.1007/bf00648325
Lin, J.D. and Popov, A.I., J. Am. Chem. Soc., 1981, vol. 103, no. 13, p. 3773. https://doi.org/10.1021/ja00403a026
Host Guest Complex Chemistry III, Vögtle, F. and Weber, E., Eds., Berlin; Heidelberg: Springer, 1984, vol. 121, p. 1. https://doi.org/10.1007/3-540-12821-2_1
Stover, F.S., J. Chromatogr. (A), 1984, vol. 298, p. 203. https://doi.org/10.1016/s0021-9673(01)92714-1
Samec, Z. and Papoff, P., Anal. Chem., 1990, vol. 62, no. 10, p. 1010. https://doi.org/10.1021/ac00209a009
Gokel, G.W., Leevy, W.M., and Weber, M.E., Chem. Rev., 2004, vol. 104, no. 5, p. 2723. https://doi.org/10.1021/cr020080k
Bondarev, N.V., Russ. J. Gen. Chem., 2006, vol. 76, no. 1, p. 11. https://doi.org/10.1134/S1070363219020191
Gokel, G.W., Goli, D.M., Minganti, C., and Echegoyen, L., J. Am. Chem. Soc., 1983, vol. 105, no. 23, p. 6786. https://doi.org/10.1021/ja00361a003
Inoue, Y., Hakushi, T., Liu, Y., and Tong, L.H., J. Org. Chem., 1993, vol. 58, no. 20, p. 5411. https://doi.org/10.1021/jo00072a024
Lamb, J.D., Izatt, R.M., Swain, C.S., and Christensen, J.J.,J. Am. Chem. Soc., 1980, vol. 102, no. 2, p. 475. https://doi.org/10.1021/ja00522a005
Haymore, B.L., Lamb, J.D., Izatt, R.M., and Christensen, J.J.,Inorg. Chem., 1982, vol. 21, no. 4, p. 1598. https://doi.org/10.1021/ic00134a065
Bradshaw, J.S. and Izatt, R.M., Acc. Chem. Res., 1997, vol. 30, no. 8, p. 338. https://doi.org/10.1021/ar950211m
Shamsipur, M. and Popov, A.I., J. Am. Chem. Soc., 1979, vol. 101, no. 15, p. 4051. https://doi.org/10.1021/ja00509a005
Hopkins, H.P. and Norman, A.B., J. Phys. Chem., 1980, vol. 84, no. 3, p. 309. https://doi.org/10.1021/j100440a019
Buschmann, H.-J., J. Sol. Chem., 1988, vol. 17, no. 3, p. 277. https://doi.org/10.1007/bf00646180
El’tsov, S.V., Doroshenko, A.O., Bondarev, N.V., Russ. J. Inorg. Chem., 1999, vol. 44, no. 2, p. 284.
Marcus, Y., The Properties of Solvents, Chichester: John Wiley & Sons, 1999, vol. 4. 399 p.
Shannon, R.D. and Prewitt, C.T., Acta Crystallogr. (B), 1969, vol. 25, no. 5, p. 925. https://doi.org/10.1107/s0567740869003220
Shannon, R.D. and Prewitt, C.T., J. Inorg. Nucl. Chem., 1970, vol. 32, no. 5, p. 1427. https://doi.org/10.1016/0022-1902(70)80629-7
Bugaenko, L.T., Ryabykh, S.M., and Bugaenko, A.L., Moscow. Univ. Chem. Bull., 2008, no. 6, p. 303. https://doi.org/10.3103/s0027131408060011
Balaban, A.T., J. Pure Appl. Chem., 1983, vol. 55, no. 2, p. 199. https://doi.org/10.1351/pac198855020199
Stankevich, M.I., Stankevich, I.V., and Zefirov, N.S., Usp. Khim., 1988, vol. 58, no. 3, p. 337.
Xing, R., Zhou, B., and Graovac, A., Ars Combin., 2012, vol. 104, p. 211.
Vasilyev, A. and Stevanovíc, D., MATCH Commun. Math. Comput. Chem., 2014, vol. 71, p. 657.
Reichardt, C., Solvent Effects in Organic Chemistry, Weinheim: Verlag Chemie, 1978.
Borovikov, V., STATISTICA. Iskusstvo analiza dannykh na komp’yutere: Dlya professionalov (The Art of Computer Data Analysis: For Professionals), St. Petersburg: Piter, 2003.
Paklin, N.B. and Oreshkov, V.I., Biznes-analitika: ot dannykh k znaniyam (Business Intelligence: From Data to Knowledge), St. Petersburg: Piter, 2009.
ACKNOWLEDGMENTS
Author is grateful to IT specialist D.A. Kozlov for the assistance in the processing of the raw data on the coronates stability constants and calculation of the topology indices of the crown ethers.
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Bondarev, N.V. Empirical Models of Stability of Crown Ether Complexes with Alkaline and Alkaline-Earth Metals in Selected Pure Solvents. Russ J Gen Chem 90, 1040–1050 (2020). https://doi.org/10.1134/S1070363220060171
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DOI: https://doi.org/10.1134/S1070363220060171