Network Modeling

Bioinformatics | Cancer Research | Network Modeling | News | Trending

Scientists Integrate Genome Mining with PAN Genome Analysis to Discover the Potential of Bacterial Compounds and Genes Linked to Colon Cancer-Causing Toxin
ByDr. Tamanna Anwar June 24, 2022July 2, 2022

Scientists from the Technical University of Denmark (DTU) and the University of California San Diego present a systems biology workflow that integrates genome mining with a detailed pangenome analysis for detecting genes associated with a particular biosynthetic gene clusters (BGCs). The study will help find novel secondary metabolites, comprehend their physiological functions better, and find…

Read More Scientists Integrate Genome Mining with PAN Genome Analysis to Discover the Potential of Bacterial Compounds and Genes Linked to Colon Cancer-Causing Toxin
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
Bioinformatics | Corona Virus | Network Modeling | Structural Biology | Trending

Network Based Computer Modeling Revealed Omicron’s Mechanism of Escaping Antibodies
ByDr. Tamanna Anwar February 3, 2022June 18, 2022

According to a computational study carried out by researchers at MIT, several mutations in the virus’ spike protein enable it to dodge antibodies that target SARS-CoV-2. A new study published in the journal Cell Reports Medicine shows that the Omicron variant’s spike protein has dozens of mutations that let it elude all four types of…

Read More Network Based Computer Modeling Revealed Omicron’s Mechanism of Escaping Antibodies

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