Abstract
The quantitative structure-property relationship (QSPR) method was used to study the enthalpy of vaporization at 25°C of 65 organic compounds representing 13 different classes. As an alternative to the dependence of the enthalpy of vaporization on the boiling temperature, a neural network QSPR model is suggested that allows this property to be predicted with the use of descriptors taking into account the fragment composition of molecules.
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References
C. Hansch and A. Leo, Exploring QSAR: Fundamentals and Applications in Chemistry and Biology (American Chemical Society, Washington, D.C., 1995).
QSAR: Rational Approaches to the Design of Bioactive Compounds, Ed. by C. Silipo and A. Vittoria (Elsevier, Amsterdam, 1991).
A. R. Katritzky, U. Maran, V. S. Lobanov, and M. Karelson, J. Chem. Inf. Comput. Sci. 40, 1 (2000).
A. Gringauz, Introduction to Medicinal Chemistry (Wiley-VCH, New York, 1996).
T. J. Hou, W. Zhang, K. Xia, X. B. Qiao, and X. J. Xu, J. Chem. Inf. Comput. Sci. 44, 1585 (2004).
M. Horing and A. Klamt, J. Chem. Inf. Model. 45, 1169 (2005).
A. Golbraikh, Min Shen, Zhiyan Xiao, Yun-De Xiao, Kuo-Hsiung Lee, and A. Tropsha, J. Comp.-Aided Mol. Design 17(2–4), 241 (2003).
R. Todeschini and V. Consonni, Handbook of Molecular Descriptors (Wiley-VCH, Weinheim, 2000).
O. A. Raevskii, Usp. Khim. 68, 555 (1999).
M. I. Stankevich, I. V. Stankevich, and N. S. Zefirov, Usp. Khim. 57, 337 (1988).
E. V. Sagadeev and V. P. Barabanov, Zh. Fiz. Khim. 78(12), 2119 (2004) [Russ. J. Phys. Chem. 78 (12), 1873 (2004)].
S. C. Basak and D. Mills, ARKIVOC, No. 10, 308 (2005).
A. Toporov, A. Toporova, T. Ismailov, and D. Bonchev, J. Mol. Struct. (Theochem) 424, 237 (1998).
O. Ivanciuc, T. Ivanciuc, D. J. Klein, W. A. Zeitz, and A. T. Balaban, J. Chem. Inf. Comput. Sci. 41, 536 (2001).
A. J. Chalk, B. Beck, and T. Clark, J. Chem. Inf. Comput. Sci. 41, 1053 (2001).
Wei Wenying, Han Jinyu, and Xu Wen, J. Chem. Inf. Comput. Sci. 44, 1436 (2004).
I. S. Antipin, N. A. Arslanov, V. A. Palyulin, A. I. Konovalov, and N. S. Zefirov, Dokl. Akad. Nauk 331(2) 173 (1993).
N. S. Zefirov and V. A. Palyulin, J. Chem. Inf. Comput. Sci. 41, 1022 (2001).
N. I. Zhokhova, I. I. Baskin, V. A. Palyulin, A. N. Zefirov, and N. S. Zefirov, Zh. Prikl. Khim. 76(12), 1966 (2003) [Russ. J. Appl. Chem. 76 (12), 1914 (2003)].
N. I. Zhokhova, V. A. Palyulin, I. I. Baskin, A. N. Zefirov, and N. S. Zefirov, Izv. Akad. Nauk, Ser. Khim., No. 5, 1005 (2003).
N. I. Zhokhova, I. I. Baskin, V. A. Palyulin, A. N. Zefirov, and N. S. Zefirov, Izv. Akad. Nauk, Ser. Khim., No. 9, 1787 (2003).
N. I. Zhokhova, I. I. Baskin, V. A. Palyulin, A. N. Zefirov, and N. S. Zefirov, Zh. Strukt. Khim. 45(4), 660 (2004).
N. I. Zhokhova, I. I. Baskin, V. A. Palyulin, A. N. Zefirov, and N. S. Zefirov, Zh. Prikl. Khim. 78(6), 1034 (2005) [Russ. J. Appl. Chem. 78 (6), 1013 (2005)].
N. V. Artemenko, I. I. Baskin, V. A. Palyulin, and N. S. Zefirov, Izv. Akad. Nauk, Ser. Khim., No. 1, 19 (2003).
N. S. Zefirov and V. A. Palyulin, J. Chem. Inf. Comput. Sci. 42, 1112 (2002).
N. S. Zefirov, D. E. Petelin, V. A. Palyulin, and J. MacFarland, Dokl. Akad. Nauk 327, 504 (1992).
I. I. Baskin, M. I. Skvortsova, I. V. Stankevich, and N. S. Zefirov, J. Chem. Inf. Comput. Sci. 35, 527 (1995).
Yu. A. Lebedev and E. A. Miroshnichenko, Thermochemistry of Vaporization of Organic Substances (Nauka, Moscow, 1981) [in Russian].
I. I. Baskin, V. A. Palyulin, and N. S. Zefirov, in QSAR and Molecular Modelling: Concepts, Computational Tools, and Biological Applications, Ed. by F. Sanz, J. Giraldo, and F. Manaut (Prous Science, Barcelona, 1995), p. 30.
I. I. Baskin, V. A. Palyulin, and N. S. Zefirov, J. Chem. Inf. Comput. Sci. 37, 715 (1997).
N. V. Artemenko, I. I. Baskin, V. A. Palyulin, and N. S. Zefirov, Dokl. Akad. Nauk 381, 203 (2001) [Dokl. Chem. 381 (1–3), 317 (2001)].
I. I. Baskin, V. A. Palyulin, and N. S. Zefirov, Abstracts of Papers, International Conference “Molecular Graphs in Chemical Investigations” (Kalinin, 1990), p. 5.
I. I. Baskin, N. M. Halberstam, N. V. Artemenko, V. A. Palyulin, and N. S. Zefirov, Abstracts of Papers, 14th European Symposium on Quantitative Structure-Activity Relationships (Bournemouth, 2002), p. 173.
J. Zupan and J. Gasteiger, Neural Networks in Chemistry and Drug Design (Wiley-VCH, Weinheim, 1999).
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Original Russian Text © N.I. Zhokhova, V.A. Palyulin, I.I. Baskin, A.N. Zefirov, N.S. Zefirov, 2007, published in Zhurnal Fizicheskoi Khimii, 2007, Vol. 81, No. 1, pp. 15–18.
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Zhokhova, N.I., Palyulin, V.A., Baskin, I.I. et al. Fragment descriptors in the QSPR method: Their use for calculating the enthalpies of vaporization of organic substances. Russ. J. Phys. Chem. 81, 9–12 (2007). https://doi.org/10.1134/S0036024407010037
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DOI: https://doi.org/10.1134/S0036024407010037


