Network pharmacology: curing causal mechanisms instead of treating symptoms

C Nogales, ZM Mamdouh, M List, C Kiel… - Trends in …, 2022 - cell.com
For complex diseases, most drugs are highly ineffective, and the success rate of drug
discovery is in constant decline. While low quality, reproducibility issues, and translational …

COVID-19 drug discovery and treatment options

JFW Chan, S Yuan, H Chu, S Sridhar… - Nature Reviews …, 2024 - nature.com
Abstract The coronavirus disease 2019 (COVID-19) pandemic caused by severe acute
respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused substantial morbidity and …

TTD: Therapeutic Target Database describing target druggability information

Y Zhou, Y Zhang, D Zhao, X Yu, X Shen… - Nucleic acids …, 2024 - academic.oup.com
Target discovery is one of the essential steps in modern drug development, and the
identification of promising targets is fundamental for develo** first-in-class drug. A variety …

Cord-19: The covid-19 open research dataset

LL Wang, K Lo, Y Chandrasekhar, R Reas, J Yang… - Ar**v, 2020 - pmc.ncbi.nlm.nih.gov
The Covid-19 Open Research Dataset (CORD-19) is a growing1 resource of scientific
papers on Covid-19 and related historical coronavirus research. CORD-19 is designed to …

Network medicine framework for identifying drug-repurposing opportunities for COVID-19

D Morselli Gysi, Í Do Valle, M Zitnik, A Ameli… - Proceedings of the …, 2021 - pnas.org
The COVID-19 pandemic has highlighted the need to quickly and reliably prioritize clinically
approved compounds for their potential effectiveness for severe acute respiratory syndrome …

Deep learning for drug repurposing: Methods, databases, and applications

X Pan, X Lin, D Cao, X Zeng, PS Yu… - Wiley …, 2022 - Wiley Online Library
Drug development is time‐consuming and expensive. Repurposing existing drugs for new
therapies is an attractive solution that accelerates drug development at reduced …

SARS-CoV-2 antiviral therapy

K Tao, PL Tzou, J Nouhin, H Bonilla… - Clinical microbiology …, 2021 - journals.asm.org
The development of effective antiviral therapy for COVID-19 is critical for those awaiting
vaccination, as well as for those who do not respond robustly to vaccination. This review …

Network medicine for disease module identification and drug repurposing with the NeDRex platform

S Sadegh, J Skelton, E Anastasi, J Bernett… - Nature …, 2021 - nature.com
Traditional drug discovery faces a severe efficacy crisis. Repurposing of registered drugs
provides an alternative with lower costs and faster drug development timelines. However …

A review on drug repurposing applicable to COVID-19

S Dotolo, A Marabotti, A Facchiano… - Briefings in …, 2021 - academic.oup.com
Drug repurposing involves the identification of new applications for existing drugs at a lower
cost and in a shorter time. There are different computational drug-repurposing strategies and …

Functional interrogation of a SARS-CoV-2 host protein interactome identifies unique and shared coronavirus host factors

HH Hoffmann, FJ Sánchez-Rivera, WM Schneider… - Cell host & …, 2021 - cell.com
The ongoing severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has
devastated the global economy and claimed more than 1.7 million lives, presenting an …