QSAR-based virtual screening: advances and applications in drug discovery

BJ Neves, RC Braga, CC Melo-Filho… - Frontiers in …, 2018 - frontiersin.org
Virtual screening (VS) has emerged in drug discovery as a powerful computational
approach to screen large libraries of small molecules for new hits with desired properties …

Chalcone derivatives: promising starting points for drug design

MN Gomes, EN Muratov, M Pereira, JC Peixoto… - Molecules, 2017 - mdpi.com
Medicinal chemists continue to be fascinated by chalcone derivatives because of their
simple chemistry, ease of hydrogen atom manipulation, straightforward synthesis, and a …

[HTML][HTML] Thioredoxin reductase selenoproteins from different organisms as potential drug targets for treatment of human diseases

R Gencheva, Q Cheng, ESJ Arner - Free Radical Biology and Medicine, 2022 - Elsevier
Human thioredoxin reductase (TrxR) is a selenoprotein with a central role in cellular redox
homeostasis, utilizing a highly reactive and solvent-exposed selenocysteine (Sec) residue in …

1, 2, 4-and 1, 3, 4-Oxadiazoles as Scaffolds in the Development of Antiparasitic Agents

P Pitasse-Santos, V Sueth-Santiago… - Journal of the Brazilian …, 2018 - SciELO Brasil
In this review, we present the potential use of the heterocyclic oxadiazole rings in the design
and synthesis of new drugs to treat parasitic infections. We intend to compare herein all the …

Transfer and multi-task learning in QSAR modeling: advances and challenges

RS Simoes, VG Maltarollo, PR Oliveira… - Frontiers in …, 2018 - frontiersin.org
Medicinal chemistry projects involve some steps aiming to develop a new drug, such as the
analysis of biological targets related to a given disease, the discovery and the development …

Biological membrane-penetrating peptides: computational prediction and applications

ECL de Oliveira, KS da Costa, PS Taube… - Frontiers in Cellular …, 2022 - frontiersin.org
Peptides comprise a versatile class of biomolecules that present a unique chemical space
with diverse physicochemical and structural properties. Some classes of peptides are able to …

Deep Learning-driven research for drug discovery: Tackling Malaria

BJ Neves, RC Braga, VM Alves… - PLoS computational …, 2020 - journals.plos.org
Malaria is an infectious disease that affects over 216 million people worldwide, killing over
445,000 patients annually. Due to the constant emergence of parasitic resistance to the …

Computational quantum chemistry, molecular docking, and ADMET predictions of imidazole alkaloids of Pilocarpus microphyllus with schistosomicidal properties

JA Rocha, NCS Rego, BTS Carvalho, FI Silva… - PloS one, 2018 - journals.plos.org
Schistosomiasis affects million people and its control is widely dependent on a single drug,
praziquantel. Computational chemistry has led to the development of new tools that predict …

Applications of quantitative structure-activity relationships (QSAR) based virtual screening in drug design: A review

PGR Achary - Mini Reviews in Medicinal Chemistry, 2020 - ingentaconnect.com
The scientists, and the researchers around the globe generate tremendous amount of
information everyday; for instance, so far more than 74 million molecules are registered in …

Discovery of new anti-schistosomal hits by integration of QSAR-based virtual screening and high content screening

BJ Neves, RF Dantas, MR Senger… - Journal of medicinal …, 2016 - ACS Publications
Schistosomiasis is a debilitating neglected tropical disease, caused by flatworms of
Schistosoma genus. The treatment relies on a single drug, praziquantel (PZQ), making the …