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SARS-Cov-2 - part 3 - nsp1: A hopefully more detailed analysis of the cellular saboteur

My German cartesian mind (here we go with stereotypes) asks me to start with the first protein expressed by the viral genome of SARS-Cov-2, nsp1. That is, by far, not the low hanging fruit. But it is interesting to learn more about the roles of the different constituents of the virus. Nsp1 actually has also a few very interesting roles to facilitate the viral lifecycle in its host environment.

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Tech Guest User Tech Guest User

SARS-CoV-2 - part 2 - From the viral genome to protein structures

The bread and butter of every structure based drug design or drug ID effort is the need for 3D structural information of a target of interest related to the phenotypic outcome we want to alter. In the case of SARS-Cov-2 several experimental structures are already available in the RCSB PDB. Other a large scale fragment screens from the Diamond Light Source are slowly becoming available (available in the 3decision protease project for now) on public resources likes the RCSB PDB. Popular homology modelling services also already started to provide several high quality models for some of the yet not resolved structures of the viral proteome.

But let’s first have a look what the viral genome actually contains and what are currently pursued efforts.

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Tech Guest User Tech Guest User

SARS-CoV-2 - part 1 - Thriving for a systematic target and hit ID effort

Gabriella outlined in previous posts (part I & part II) a few things about SARS-Cov-2. Back at the time the crisis was still far away from our daily lives but things have changed dramatically during the last weeks. After our initial communication to make 3decision.discngine.cloud freely available for all Covid-19 related collaboration projects we were contacted independently by several volunteers from academic and industrial groups to collaborate on a global effort. At the mean time a lot of novel initiatives have seen the day and everybody is publishing blog posts (like I am right now), linkedIn articles, chemarxiv or bioarxiv preprints etc. It’s a little bit a scientific wild-west happening right now on a global scale.

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Tech Lionel Colliandre Tech Lionel Colliandre

Molecular Graphs as input for Neural Networks

At Discngine we are trying to provide the best services for our customers. In the pharmaceutical domain, we are led to help them to construct machine learning models for properties and biological activities prediction. Lately, we also tried various deep learning methods when it was possible...

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