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 …

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 …

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 …

[HTML][HTML] Cord-19: The covid-19 open research dataset

LL Wang, K Lo, Y Chandrasekhar, R Reas, J Yang… - Ar**v, 2020 - ncbi.nlm.nih.gov
Abstract The C ovid-19 Open Research Dataset (CORD-19) is a growing 1 resource of
scientific papers on C ovid-19 and related historical coronavirus research. CORD-19 is …

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

D Morselli Gysi, Í Do Valle, M Zitnik… - Proceedings of the …, 2021 - National Acad Sciences
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 …

SARS-CoV-2 antiviral therapy

K Tao, PL Tzou, J Nouhin, H Bonilla… - Clinical microbiology …, 2021 - Am Soc Microbiol
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 …

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 …

Text mining approaches for dealing with the rapidly expanding literature on COVID-19

LL Wang, K Lo - Briefings in Bioinformatics, 2021 - academic.oup.com
More than 50 000 papers have been published about COVID-19 since the beginning of
2020 and several hundred new papers continue to be published every day. This incredible …

Lessons from the COVID-19 pandemic for advancing computational drug repurposing strategies

G Galindez, J Matschinske, TD Rose… - Nature Computational …, 2021 - nature.com
Responding quickly to unknown pathogens is crucial to stop uncontrolled spread of
diseases that lead to epidemics, such as the novel coronavirus, and to keep protective …