Systemic QSAR and phenotypic virtual screening: chasing butterflies in drug discovery

M Cruz-Monteagudo, S Schürer, E Tejera… - Drug Discovery …, 2017 - Elsevier
Highlights•We introduce a new concept, the systemic chemogenomics/QSAR.•We address
all the relevant information and knowledge surrounding the concept.•We propose an …

Advanced in silico approaches for drug discovery: Mining information from multiple biological and chemical data through mtk-QSBER and pt-QSPR Strategies

A Speck-Planche… - Current Medicinal …, 2017 - ingentaconnect.com
The last decade has been seeing an increase of public-private partnerships in drug
discovery, mostly driven by factors such as the decline in productivity, the high costs, time …

Harmonization of QSAR best practices and molecular docking provides an efficient virtual screening tool for discovering new G-quadruplex ligands

D Castillo-González, JL Mergny… - Journal of Chemical …, 2015 - ACS Publications
Telomeres and telomerase are key players in tumorogenesis. Among the various strategies
proposed for telomerase inhibition or telomere uncap**, the stabilization of telomeric G …

A desirability-based multi objective approach for the virtual screening discovery of broad-spectrum anti-gastric cancer agents

Y Perez-Castillo, A Sanchez-Rodriguez, E Tejera… - PloS One, 2018 - journals.plos.org
Gastric cancer is the third leading cause of cancer-related mortality worldwide and despite
advances in prevention, diagnosis and therapy, it is still regarded as a global health …

Ligand-based virtual screening using tailored ensembles: a prioritization tool for dual A2A adenosine receptor antagonists/monoamine oxidase B inhibitors

A Morales Helguera, Y Perez-Castillo… - Current …, 2016 - benthamdirect.com
Background: Virtual Screening methodologies have emerged as efficient alternatives for the
discovery of new drug candidates. At the same time, ensemble methods are nowadays …

Ensemble-based modeling of chemical compounds with antimalarial activity

AY Caballero-Alfonso… - Current Topics in …, 2019 - benthamdirect.com
Background: Malaria or Paludism is a tropical disease caused by parasites of the
Plasmodium genre and transmitted to humans through the bite of infected mosquitos of the …

Fusing docking scoring functions improves the virtual screening performance for discovering Parkinson's disease dual target ligands

Y Perez-Castillo, AM Helguera… - Current …, 2017 - ingentaconnect.com
Background: Virtual methodologies have become essential components of the drug
discovery pipeline. Specifically, structure-based drug design methodologies exploit the 3D …

Probing the hypothesis of SAR continuity restoration by the removal of activity cliffs generators in QSAR

M Cruz-Monteagudo, J L. Medina-Franco… - Current …, 2016 - benthamdirect.com
In this work we report the first attempt to study the effect of activity cliffs over the
generalization ability of machine learning (ML) based QSAR classifiers, using as study case …

The Medicinal Chemist's Toolbox, New Opportunities

Q An, L Huang, C Wang, D Wang, Y Tu - New Opportunities - papers.ssrn.com
The medicinal chemist's toolbox equips researchers with the strategies to create various
therapeutic-drugs. Drug discovery plays a crucial role in medicinal chemistry, serving as the …

[PDF][PDF] " DEEP BLOCK": NEW THERAPEUTIC ALTERNATIVE WITH SCIENTIFIC BASIS FOR THE SUCCESSFUL CONTROL OF “COVID-19” IN ALL PHASES OF THE …

VHC Rodríguez, E Morales, MG Morales, J Martínez… - researchgate.net
From the 1940s to the present, approximately 49% of all medicines approved by the WHO
are composed of active substances of natural origin or direct derivatives thereof. About 75 …