Abstract
Regarding the molecular shape, shapes’ similarity and shapes’ diversity the paper presents (1) a new molecular descriptor, (2) using of the new descriptor together with the previous Ultrafast Shape Recognition (USR) formula, (3) a quantitative method to verify the observance of the ‘QSAR axiom’, (4) a formula for identification of the activity and shape ‘cliffs’, (5) a method to divide in classes any group of molecules, (6) a criterion to identify the ‘atypical’ molecules and (7) a method, based on Shannon entropy formula, for computation of the molecules’ diversity and the similarity of two groups of molecules. The proposed formulas/procedures are simple and suggestive. The algorithm which uses the proposed descriptor and USR formula describes correctly enough the molecular similarity in three analyzed groups of molecules.
Similar content being viewed by others
References
T. Kotani, K. Higashiura, J. Chem. Inf. Comput. Sci. 42, 58 (2002)
R.J. Zauhar, G. Moyna, L. Tian, Z. Li, W.J. Welsh, J. Med. Chem. 46, 5674 (2003)
T.S. Rush, J.A. Grant, L. Mosyak, A. Nicholls, J. Med. Chem. 48, 1489 (2005)
Y. Zyrianov, J. Chem. Inf. Model. 45, 657 (2005)
V. Schnecke, J. Boström, Drug Discov. Today 11, 43 (2006)
J.A. Wilson, A. Bender, T. Kaya, P.A. Clemons, J. Chem. Inf. Model. 49, 2341 (2009)
Y.-S. Liu, Q. Li, G.-Q. Zheng, K. Ramani, W. Benjamin, BMC Bioinformatics 11, 480 (2010)
D. Kihara, L. Sael, R. Chikhi, J. Esquivel-Rodriguez, Curr. Prot. Pept. Sci. 12, 520 (2011)
A. Jennings, Method. Mol. Biol. 841, 235 (2012)
A.S. Karaboga, F. Petronin, G. Marchetti, M. Souchet, B. Maigret, J. Mol. Graph. Model. 41, 20 (2013)
L. Tarko, Rev. Chim. 45, 395 (1994)
L. Tarko, Rev. Chim. 46, 113 (1995)
L. Tarko, Rev. Chim. 47, 238 (1996)
F. Berenger, A. Voet, X.Y. Lee, K.Y.J. Zhang, J. Cheminform. 6, 23 (2014)
P.G. Mezey, Shape in Chemistry: An Introduction to Molecular Shape and Topology (Wiley VCH Publishers, New York, 1993)
J.A. Grant, B.T. Pickup, J. Phys. Chem. 99, 3503 (1995)
P.G. Mezey, J. Chem. Inf. Comput. Sci. 36, 1076 (1996)
N. Nikolova, J. Jaworska, QSAR Comb. Sci. 22, 1006 (2003)
P.G. Mezey, C. Majdik, Studia Universitatis Babes-Bolyai Chemia 53, 7 (2008)
P.G. Mezey, J. Math. Chem. 45, 544 (2009)
R. Carbo-Dorca, P.G. Mezey, Fundamentals of Molecular Similarity (Springer, New York Inc, 2010)
A. Nicholls, G.B. McGaughey, R.P. Sheridan et al., J. Med. Chem. 53, 3862 (2010)
P.G. Mezey, J. Math. Chem. 50, 926 (2012)
Z. Antal, P.L. Warburton, P.G. Mezey, Phys. Chem. Chem. Phys. 16, 918 (2014)
M. Hahn, J. Chem. Inf. Comput. Sci. 37, 80 (1997)
P. Willett, J. Med. Chem. 48, 4183 (2005)
A.C. Good, T.J. Ewing, D.A. Geschwend, I.D. Kuntz, J. Comput. Aided Mol. Des. 9, 1 (1995)
M. Murcia, A. Morreale, A.R. Ortiz, J. Med. Chem. 49, 6241 (2006)
A. Weber, M. Böhm, C.T. Supuran, A. Scozzafava, C.A. Sotriffer, G. Klebe, J. Chem. Inf. Model. 46, 2737 (2006)
R. Huey, G.M. Morris, A.J. Olson, D.S. Goodsell, J. Comput. Chem. 28, 1145 (2007)
T. Tucinardi, E. Nuti, G. Ortore, C.T. Supuran, A. Rossello, A. Martinelli, J. Chem. Inf. Model. 47, 515 (2007)
A. Axenopoulos, P. Daras, G. Papadopoulos, E. Houstis, Trans. Comput. Biol. Bioinform. 8, 1441 (2011)
L.H. Hall, L.B. Kier, Molecular Connectivity in Chemistry and Drug Research (Academic Press, Boston, 1976)
H. Timmerman, R. Todeschini, V. Consonni, R. Mannhold, H. Kubinyi, Handbook of Molecular Descriptors (Wiley-VCH, Weinheim, 2002)
H. González-Díaz, S. Vilar, L. Santana, E. Uriarte, Curr. Top. Med. Chem. 7, 1015 (2007)
M.I. Trofimov, J. Math. Chem. 8, 327 (1991)
D. Bonchev, O. Mekenyan, N. Trinajstić, J. Comput. Chem. 2, 127 (1981)
J.C. Dearden, J. Comput. Aided Mol. Des. 17, 119 (2003)
P.J. Ballester, W.G. Richards, Proc. R. Soc. A 463, 1307 (2007)
E.O. Cannon, F. Nigsch, J.B.O. Mitchell, Chem. Cent. J. 2, 3 (2008)
P.J. Ballester, W.G. Richards, J. Comput. Chem. 28, 1711 (2007)
P.J. Ballester, Future Med. Chem. 3, 65 (2011). doi:10.4155/fmc.10.280
P. J. Ballester, Patent US 8244483 B2, US 20090006395. 14 Aug 2012
J.J. Gajewski, K.E. Gilbert, PCModel; Serena Software, Box 3076, Bloomington, IN
http://www.openmopac.net/. Accessed Oct 2014
J.J.P. Stewart, J. Mol. Model. 13, 1173 (2007)
M. Kendall, Biometrika 30(1), 81 (1938)
T. Andrei, S. Stancu, Statistica, Bucuresti, Ed. ALL, p. 341 (1995)
C.E. Shannon, Bell. Syst. Tech. J. 27, 379 (1948)
L. Tarko, J. Math. Chem. 52, 948 (2014)
L. Tarko, J. Math. Chem. 49, 2330 (2011)
M. Randic, J. Am. Chem. Soc. 97, 6609 (1975)
H. Wiener, J. Am. Chem. Soc. 69, 17 (1947)
A. Balaban, Chem. Phys. Lett. 89, 399 (1982)
L.H. Hall, T.A. Vaughn, Med. Chem. Res. 7, 407 (1997)
K. Roy, G. Gosh, Int. Electron. J. Mol. Des. 2, 599 (2003)
R.L. Metcalf, T.R. Fukuto, J. Agric. Food Chem. 13, 220 (1965)
R.L. Metcalf, T.R. Fukuto, C.F. Wilkinson, M.H. Fajmy, A.E. Azziz, E.R. Metcalf, J. Agric. Food Chem. 15, 555 (1967)
R.L. Metcalf, T.R. Fukuto, J. Agric. Food Chem. 15, 1022 (1967)
PRECLAV program is available from author
L. Tarko, C.T. Supuran, Bioorg. Med. Chem. 21, 1404 (2013)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Tarko, L. Computation of the molecular shapes’ similarity and diversity using USR method and General Shape Index. J Math Chem 53, 1576–1591 (2015). https://doi.org/10.1007/s10910-015-0506-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10910-015-0506-6