Recent Trends on QSAR in the Pharmaceutical Perceptions

Indexed in: Book Citation Index, Science (BKCI-S), Web of Science, BIOSIS Previews, EBSCO.

Quantitative Structure-Activity Relationship (QSAR) is a field where true multidisciplinary approaches are being used. This volume titled Recent Trends on QSAR in the Pharmaceutical Perceptions ...
[view complete introduction]

US $
15

*(Excluding Mailing and Handling)



QSAR-Based CMs and TOMOCOMD-CARD Approach for the Discovery of New Tyrosinase Inhibitor Chemicals

Pp. 298-341 (44)

Gerardo M. Casañola-Martin, Huong Le-Thi-Thu, Yovani Marrero-Ponce, Francisco Torrens, Antonio Rescigno, Concepción Abad and Mahmud Tareq Hassan Khan

Abstract

Tyrosinase is an oxidoreductase enzyme (EC 1.14.18.1) involved in the two main steps of the biochemical melanin pathway. In humans it is also related to the process of freeradical scavenging avoiding UV-radiations side-effects. However, abnormal overproduction of melanin lead to hyperpigmentation, that includes, melanoma, lentigenes, age spots and other skin disorders. Therefore, the research of novel chemical with inhibitory activity against the enzyme remains as a challenge to scientific community. In this chapter we survey the results achieved in the elucidation of new tyrosinase inhibitors by using Quantitative Structure-Activity Relationships (QSAR) and TOMOCOMD-CARDD (TOpological MOlecular COMputational Design-Computer-Aided Rational Drug Design) approach. Later, the use of different chemometric, machine learning and artificial intelligence techniques for modeling the tyrosinase inhibitory activity is showed. Finally, it has been shown that the algorithm proposed in this chapter was being used to the ligand-based virtual screening of several in-house databases, and many classes of compounds from both natural and synthetic sources. These compounds were found to have potent inhibitory profiles against the enzyme compared to the current reference depigmenting agents, kojic acid and L-mimosine.

Keywords:

Tyrosinase Inhibitor, TOMOCOMD-CARDD, Quantitative Structure- Activity Relationship (QSAR).

Affiliation:

Center for Pharmaceutical Biotechnology, College of Pharmacy, University of Illinois at Chicago, 900 South Ashland Avenue, Chicago, IL 60607-7173, USA