To improve the teaching-learning process in the Medicinal Chemistry course, new strategies have been incorporated into practical classes of this fundamental discipline of the pharmaceutical curriculum. Many changes and improvements have been made in the area of medicinal chemistry so far, and students should be prepared for these new approaches with the use of technological resources in this field. Practical activities using computational techniques have been directed to the evaluation of chemical and physicochemical properties that affect the pharmacokinetics of drugs. Their objectives were to allow students to know these tools, to learn how to access them, to search for the structures of drugs and to analyze results. To the best of our knowledge, this is the first study in Brazil to demonstrate the use of computational practices in teaching pharmacokinetics. Practical classes using Osiris and Molinspiration were attractive to students, who developed the activities easily and acquired better theoretical knowledge.

AIDS is a pandemic responsible for more than 35 million deaths. The emergence of resistant mutations due to drug use is the biggest cause of treatment failure. Marine organisms are sources of different molecules, some of which offer promising HIV-1 reverse transcriptase (RT) inhibitory activity, such as the diterpenes dolabelladienotriol (THD, IC₅₀ = 16.5 µM), (6R)-6-hydroxydichotoma-3,14-diene-1,17-dial (HDD, IC₅₀ = 10 µM) and (6R)-6-acetoxydichotoma-3,14-diene-1,17-dial (ADD, IC₅₀ = 35 µM), isolated from a brown algae of the genus Dictyota, showing low toxicity. In this work, we evaluated the structure-activity relationship (SAR) of THD, HDD and ADD as anti HIV-1 RT, using a molecular modeling approach. The analyses of stereoelectronic parameters revealed a direct relationship between activity and HOMO (Highest Occupied Molecular Orbital)-LUMO (Lowest Unoccupied Molecular Orbital) gap (E_LUMO–E_HOMO), where antiviral profile increases with larger HOMO-LUMO gap values. We also performed molecular docking studies of THD into HIV-1 RT wild-type and 12 different mutants, which showed a seahorse conformation, hydrophobic interactions and hydrogen bonds with important residues of the binding pocket. Based on in vitro experiments and docking studies, we demonstrated that mutations have little influence in positioning and interactions of THD. Following a rational drug design, we suggest a modification of THD to improve its biological activity.

Herpes simplex virus infections have been described in the medical literature for centuries, yet the the drugs available nowadays for therapy are largely ineffective and low oral bioavailability plays an important role on the inefficacy of the treatments. Additionally, the details of the inhibition of Herpes Virus type 1 are still not fully understood. Studies have shown that several viruses encode one or more proteases required for the production new infectious virions. This study presents an analysis of the interactions between HSV-1 protease and benzoxazinone derivatives through a combination of structure-activity relationships, comparative modeling and molecular docking studies. The structure activity relationship results showed an important contribution of hydrophobic and polarizable groups and limitations for bulky groups in specific positions. Two Herpes Virus type 1 protease models were constructed and compared to achieve the best model which was obtained by MODELLER. Molecular docking results pointed to an important interaction between the most potent benzoxazinone derivative and Ser129, consistent with previous mechanistic data. Moreover, we also observed hydrophobic interactions that may play an important role in the stabilization of inhibitors in the active site. Finally, we performed druglikeness and drugscore studies of the most potent derivatives and the drugs currently used against Herpes virus.

Os antibióticos são uma classe de fármacos indispensável; sem eles haveria perdas na expectativa de vida que conquistamos ao longo de décadas. Mas a potência dos antibióticos está ameaçada pela resistência bacteriana. Há uma explosão de casos reportados na literatura. De fato, o aumento da resistência bacteriana, principalmente entre patógenos potencialmente perigosos, tem levado ao aumento na necessidade de novos fármacos e novas classes de antibióticos, tanto para infecções adquiridas em hospitais quanto na comunidade. Entretanto, a despeito dessa necessidade, somente duas novas classes de antibióticos foram introduzidas na medicina desde 1963, quando o ácido nalidíxico foi aprovado: uma em 2000 e uma em 2003. O artigo discute um pouco esta questão. Antibiotics are a important class of drugs, without them there would be losses in life expectancy achieved over decades. But the power of antibiotics is threatened by bacterial resistance. There is an explosion of cases reported in the literature. In fact, the increase in bacterial resistance, particularly among potentially dangerous pathogens, has led to an increased need for new drugs and new classes of antibiotics for both infections acquired in hospitals and in the community. However, despite this need, only two new classes of antibiotics have been introduced in medicine since 1963, when nalidixic acid was approved: one in 2000 and one in 2003. The article discusses this issue

A series of 74 dihydroalkoxybenzyloxopyrimidines (DABOs), a class of highly potent non-nucleoside reverse transcriptase inhibitors (NNRTIs), was retrieved from the literature and studied by receptor-dependent (RD) three-dimensional quantitative structure-activity relationship (3D-QSAR) analysis to derive RD-3D-QSAR models. The descriptors in this new method are the steric and electrostatic interaction energies of the protein-ligand complexes (per residue) simulated by molecular dynamics, an approach named Residue-Ligand Interaction Energy (ReLIE). This study was performed using a training set of 59 compounds and the MKC-442/RT complex structure as reference. The ReLIE-3D-QSAR models were constructed and evaluated by genetic algorithm (GA) and partial least squares (PLS). In the best equations, at least one term is related to one of the amino acid residues of the p51 subunit: Asn136, Asn137, Glu138, and Thr139. This fact implies the importance of interchain interaction (p66-p51) in the equations that best describe the structure-activity relationship for this class of compounds. The best equation shows q² = 0.660, SE_cv = 0.500, r² = 0.930, and SEE = 0.226. The external predictive ability of this best model was evaluated using a test set of 15 compounds. In order to design more potent DABO analogues as anti-HIV/AIDS agents, substituents capable of interactions with residues like Ile94, Lys101, Tyr181, and Tyr188 should be selected. Also, given the importance of the conserved Asn136, this residue could become an attractive target for the design of novel NNRTIs with improved potency and increased ability to avoid the development of drug-resistant viruses.

The calibration of measuring instruments provides and maintains the appropriate level of metrological reliability of measurement processes. Calibration is carried out periodically and at certain time intervals. The definition of adequate calibration intervals is a challenge for companies, as a very strict calibration schedule can lead to overcalibrations and increasing costs. Conversely, adopting a more flexible schedule can affect the quality of measurements. Today, there is no normative standardization that establishes the periodicity that must be employed for the calibration tests. Therefore, there is a need to develop and apply methods to determine the most adequate calibration interval for each instrument. In this article, we review some models developed using stochastic, reactive, and statistical methods to determine the calibration interval. There are differences in the application of these methods, particularly in relation to the amount of data to be collected for the development of the methodology and use of statistical procedures. These differences can impact the accuracy and reliability of the obtained results.