Nucleic-acid therapeutics

Bioinformatics | Covid-19 News | Drug Discovery | Infectious Diseases | News | Paper Summary | Trending | Virus

The Rise of mRNA Vaccines: A Game-Changer for Public Health?
BySwasti Tyagi October 9, 2023January 25, 2024

The emergence of mRNA vaccine technology represents a monumental leap forward in disease prevention. A review article published in Nature Reviews Drug Discovery by researchers at the University of Pennsylvania and Carnegie Mellon University discusses the evolution of messenger RNA (mRNA) based vaccines over the course of the past few years. The powerful effects of…

Read More The Rise of mRNA Vaccines: A Game-Changer for Public Health?
Bioinformatics | Drug Discovery | Machine Learning | Network Modeling | Neural Network | News | Paper Summary | Trending

Scientists Develop a Novel Probabilistic Generative Model ‘RaptGen’ for Aptamer Generation
ByDr. Tamanna Anwar June 10, 2022October 22, 2026

Scientists from the Graduate School of Advanced Science and Engineering at Waseda University, Japan, developed RaptGen, a variational autoencoder for in silico aptamer generation. RaptGen takes advantage of a profile hidden Markov model decoder to address motif sequences efficiently. The model could accelerate nucleic-acid-based therapeutics. Nucleic acid aptamers are created by an in vitro molecular evolution…

Read More Scientists Develop a Novel Probabilistic Generative Model ‘RaptGen’ for Aptamer Generation

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