Current approaches for choosing feature selection and learning algorithms in quantitative structure–activity relationships (QSAR)

PM Khan, K Roy - Expert opinion on drug discovery, 2018 - Taylor & Francis
Introduction: Quantitative structure-activity/property relationships (QSAR/QSPR) are
statistical models which quantitatively correlate quantitative chemical structure information …

Daphnia magna and mixture toxicity with nanomaterials–Current status and perspectives in data-driven risk prediction

DST Martinez, LJA Ellis, GH Da Silva, R Petry… - Nano Today, 2022 - Elsevier
The aquatic ecosystem is the final destination of most industrial residues and agrochemicals
resulting in organisms being exposed to a complex mixture of contaminants. Nanomaterials …

Peptidomimetics: a synthetic tool for inhibiting protein–protein interactions in cancer

L Mabonga, AP Kappo - International Journal of Peptide Research and …, 2020 - Springer
Protein–protein interactions (PPI) are vital in modulating biochemical pathways in many
biological processes. Inhibiting PPI is a tremendously important diagnostic and therapeutic …

[HTML][HTML] Virtual Prediction of the Delphinidin-3-O-glucoside and Peonidin-3-O-glucoside as Anti-inflammatory of TNF-α Signaling

DRT Sari, JRK Cairns, A Safitri… - Acta Informatica Medica, 2019 - ncbi.nlm.nih.gov
Aim: This study was performed to identify the interaction of six types of black rice
anthocyanin towards TNF-α protein and TNF-α receptor through in silico studies, to assess …

Using peptidomimetics and constrained peptides as valuable tools for inhibiting protein–protein interactions

NS Robertson, DR Spring - Molecules, 2018 - mdpi.com
Protein–protein interactions (PPIs) are tremendously important for the function of many
biological processes. However, because of the structure of many protein–protein interfaces …

Mechanistic advances in osteoporosis and anti‐osteoporosis therapies

H Wang, Y Luo, H Wang, F Li, F Yu, L Ye - MedComm, 2023 - Wiley Online Library
Osteoporosis is a type of bone loss disease characterized by a reduction in bone mass and
microarchitectural deterioration of bone tissue. With the intensification of global aging, this …

[HTML][HTML] Repurposing the antipsychotic drug amisulpride for targeting synovial fibroblast activation in arthritis

D Papadopoulou, F Roumelioti, C Tzaferis… - JCI insight, 2023 - ncbi.nlm.nih.gov
Synovial fibroblasts (SFs) are key pathogenic drivers in rheumatoid arthritis (RA). Their in
vivo activation by TNF is sufficient to orchestrate full arthritic pathogenesis in animal models …

Review of potential medical treatments for middle ear cholesteatoma

M Schürmann, P Goon, H Sudhoff - Cell Communication and Signaling, 2022 - Springer
Middle ear cholesteatoma (MEC), is a destructive, and locally invasive lesion in the middle
ear driven by inflammation with an annual incidence of 10 per 100,000. Surgical …

A nanoinformatics decision support tool for the virtual screening of gold nanoparticle cellular association using protein corona fingerprints

A Afantitis, G Melagraki, A Tsoumanis… - …, 2018 - Taylor & Francis
The increasing use of nanoparticles (NPs) in a wide range of consumer and industrial
applications has necessitated significant effort to address the challenge of characterizing …

AI-based prediction of new binding site and virtual screening for the discovery of novel P2X3 receptor antagonists

KM Kang, I Lee, H Nam, YC Kim - European Journal of Medicinal Chemistry, 2022 - Elsevier
Artificial intelligence (AI) has been recognized as a powerful technique that can accelerate
drug discovery during the hit compound identification step. However, most simple deep …