QSAR Analysis of Benzothiazole Derivatives of Antimalarial Compounds Based On AM1 Semi-Empirical Method

https://doi.org/10.22146/ijc.21228

Ruslin Hadanu(1*), Salim Idris(2), I Wayan Sutapa(3)

(1) Department of Chemistry Education, Faculty of Teacher Training and Education Science, Pattimura University, Jl. Ir. M. Putuhena Kampus - Poka, Ambon, Maluku 97234
(2) Department of Chemistry Education, Faculty of Teacher Training and Education Science, Pattimura University, Jl. Ir. M. Putuhena Kampus - Poka, Ambon, Maluku 97234
(3) Department of Chemistry, Faculty of Mathematics and Natural Sciences, Pattimura University, Jl. Ir. M. Putuhena Kampus - Poka, Ambon, Maluku 97234
(*) Corresponding Author

Abstract


Quantitative Structure and Activity Relationship (QSAR) analysis of 13 benzothiazoles derivatives compound as antimalarial compounds have been performed using electronic descriptor of the atomic net charges (q), dipole moment (μ), ELUMO, EHOMO and polarizability (α). The electronic structures as descriptors were calculated through HyperChem for Windows 7.0 using AM1 semi-empirical method. The descriptors were obtained through molecules modeling to get the most stable structure after geometry optimization step. The antimalarial activity (IC50) were taken from literature. The best model of QSAR model was determined by multiple linear regression approach and giving equation of QSAR: Log IC50 = 23.527 + 4.024 (qC4) + 273.416 (qC5) + 141.663 (qC6) – 0.567 (ELUMO) – 3.878 (EHOMO)– 2.096 (α). The equation was significant on the 95% level with statistical parameters: n = 13, r = 0.994, r2 = 0.987, SE = 0.094, Fcalc/Ftable = 11.212, and gave the PRESS = 0.348. Its means that there were only a relatively few deviations between the experimental and theoretical data of antimalarial activity.

Keywords


benzothiazoles; QSAR analysis; antimalarial activity; semi-empirical method; multiple linear regression

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References

[1] Greenwood, B.M., Fidock, D.A., Kyle, D.E., Kappe, S.H.I., Alonso, P.L., Collins, F.H., and Duffy, P.E., 2008, J. Clin. Invest, 118(4), 1266–1276.

[2] Wijayanti, M.A., Sholikhah, E.N., Tahir, I., Hadanu, R., Jumina, Nurcahyo, W., Supargiyono, and Mustofa, 2014, Southeast Asian J. Trop. Med. Public Health, 45(3), 531–536.

[3] Hyde, J.E., 2005, Trends Parasitol., 21(11), 494–498.

[4] Dondorp, A.M., Nosten, F., Yi, Poravuth., Das, D., Phyo, A.P., Tarning, J., Lwin, K.M., Ariey, F., Hanpithakpong, W., Lee, S.J., Ringwald, P., Silamut, K., Imwong, M., Chotivanich, K., Lim, P., Herdman, T., Ann, S.S., Yeung, S., Singhasivanon M.D., Day, N.P., Lindegardh, N., Socheat, D., and Wihite N.J., 2009, N. Engl. J. Med., 361(5), 455–467.

[5] Wijayanti, M.A., Sholikhah, E.N., Tahir, I., Hadanu, R., Jumina, Supargiyono, and Mustofa, 2006, J. Health Sci., 52(6), 794–799.

[6] Wernsdorfer, W.H., 1991, Parasitol. Today, 7(11), 297–303.

[7] Mahabusarakam, W., Kuaha, K., Wilairat, P., and Taylor, W.C., 2006, Planta Med., 72(10), 912–916.

[8] Mustofa, Tahir, I., and Jumina, 2002, Indones. J. Chem., 2(2), 91–96.

[9] Thiel, W., 1996, Adv. Chem. Phys., 93, 703–757.

[10] Mustofa, Yappi, A.D., Valentin, A., and Tahir, I., 2003, J. Med. Sci., 35 (2), 67–74.

[11] Hansch, C., and Leo, A., 1995, Exploring QSAR: Fundamentals and Application in Chemistry and Biology, American Chemical Society, Washington, D.C., USA.

[12] Milano, Chemometrics and QSAR Research Group, http://michem. disat.unimib.it/chm., 2010.

[13] Karelson, M., 2000, Molecular Descriptors in QSAR/QSPR, Wiley-Interscience, New York.

[14] Duchowicz, P.R., Fernández, M., Caballero, J., Castro, E.A., and Fernández, F.M., 2006, Bioorg. Med. Chem., 14(17), 5876–5889.

[15] Duchowicz, P.R., Vitale, M.G., Castro, E.A., Fernández, M., and Caballero, J., 2007, Bioorg. Med. Chem., 15(7), 2680–2689.

[16] Duchowicz, P.R., Talevi, A., Bruno-Blanch, L.E., and Castro, E.A., 2008, Bioorg. Med. Chem., 16(17), 7944–7955.

[17] Goodarzi, M., Duchowicz, P.R., Wu, C.H., Fernández, F.M., and Castro, E.A., 2009, J. Chem. Inf. Model., 49(6), 1475–1485.

[18] Iswanto, P., Chasani, M., Harjono, Tahir, I., Hanafi, M., and Vaulina, E.Y.D., 2011, Indones. J. Chem., 11(1), 31–36.

[19] Shihab, M.S., 2009, Arabian J. Sci. Eng., 35(2A), 95–113.

[20] Netzeva, T.I., Aptula, A.O., Benfenati, E., Cronin, M.T.D., Gini, G., Lessigiarska, I., Maran, U., Vrac, M., and Schüürmannk, G., 2005, J. Chem. Inf. Model., 45(1), 106–114.

[21] Ray, S., and Charusmriti, 2012, Asian J. Pharm. Clin. Res., 5(S4), 160–163.

[22] Eroglu, E., Palaz, S., Oltulu, O., Turkmen, H., and Ozaydın, C., 2007, Int. J. Mol. Sci., 8(12), 1265–1283.

[23] Ray, S., 2012, Int. J. ChemTech Res., 4(1), 99–104.

[24] Ray, S., 2012, IRJP, 3(4), 251–254.

[25] Hout, S., Azas, N., Darque, A., Robin, M., Di Giargio, C., Gasquet, M., Galy, J., and Timon-David, P., 2004, Laboratoire de Parasitologie, Hygiene et Zoologie, Faculté de Pharmacie, 27 Bd Jean Moulin, Marseille cedex 05, France.

[26] Munirajasekhar, D., Himaja, M., and Sunil, M.V., 2011, IRJP, 2(1), 114–117.

[27] Vicente, E., Duchowicz, P.R., Castro, E.A., and Monge, A., 2009, J. Mol. Graphics Modell., 28(1), 28–36.

[28] Dewar, M.J.S., Zoebisch, E.G., Healy, E.F., and Stewart, J.J.P., 1985, J. Am. Chem. Soc., 107(13), 3902–3909.



DOI: https://doi.org/10.22146/ijc.21228

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