The search and use of bioactive compounds for different applications have been investigated, since ancient time. Virtual screening (VS) has emerged as alternative methodological approach to the Combinatory Chemistry and High-Throughput Screening (HTS) in identifying novel drug candidates. In VS, only compounds that are selected applying different computational tools to huge virtual libraries of compounds are further tested in vitro. However, the effective use of VS model applications have some challenges such as the inherent complexity of the ligand-receptor interactions as well as by other factors such as ligand and receptor multiple conformations and also ligand metabolic stabilities and toxicities. Altogether these difficulties are hardly overcome using only one computational tool. Therefore, in the literature, it has been suggested to apply a sequence of different filters, such as filters that select compounds through similarity, pharmacophore and docking. In this review, we describe the advantages, limitations and examples of recent successful applications of some of these filters, including drug-like properties, structural properties, 2D similarity, pharmacophore, shape and docking filters. Moreover, we present the main steps involved in the preparation of virtual libraries of compounds that can be used in the VS.

Medicinal Chemistry includes the invention, discovery, design, identification, and interpretation of the molecular mechanism of action of biologically active compounds. In addition to the discovery of bioactive molecules, Medicinal Chemistry investigates drug metabolism and the relationships between chemical structure and biological activity. The advances achieved in the 20th century have significantly contributed to the better understanding of pathophysiological processes as well as the development of new, safer and more effective drugs for many diseases. In this article, we review the evolution of Medicinal Chemistry in Brazil during the last 40 years and evaluate the impact of the Brazilian contributions in the international context. The analyzed data revealed that Medicinal Chemistry research in Brazil has increased exponentially in the last two decades, the research groups became more well-distributed across the Brazilian regions and our scientific contributions have significant impact in the main journals of the field. Therefore, aiming at evolving steadily and striving for excellence in drug discovery and development, we shall focus on national and international collaborations and investment in translational research, as well.

The Sociedade Brasileira de Química is commemorating its 25th anniversary, and this paper is intended to draw an overview of the Brazilian Medicinal Chemistry over all these years. In 1977 Brazil had almost no activities at all in the field, albeit many efforts were already on the way for encouraging Brazilian Scientists to enter the area. Among many different endeavours to help medicinal chemists to fulfil their proposals and the establishment of an on-going research with the help of networks, the Sociedade Brasileira de Química created, in 1991, its own Division on Structure and Activity Relationship, which became the Division of Medicinal Chemistry, in 1997.