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New ideas and innovations in drug discovery

New Liposome Treatment for Community-acquired Pneumonia

   by Tim Sandle    627
New Liposome Treatment for Community-acquired Pneumonia

New research, published in The Lancet Infectious Diseases, presents the first clinical results with CAL02 in patients suffering from severe pneumonia, the first cause of infectious mortality in the world.

The findings are of significance for pharmaceutical companies and the medical sector. This is in the context of a time of great struggle for antibiotic companies given the increase in instances of antibiotic resistant bacteria. What is of particular global concern is the acceleration of resistance. U.S. Centers for Disease Control and Prevention (CDC) data finds that many high-income countries are entering a “post-antibiotic era.”

Applying Artificial Intelligence And Bioinformatics To Create “Instagram” Of Immune System

   by Andrii Buvailo    2423
Applying Artificial Intelligence And Bioinformatics To Create “Instagram” Of Immune System

Nowadays, the brightest innovations usually happen at the intersection of different disciplines and technologies. A recent scientific achievement by Dr. Carsten Krieg, a researcher at Hollings Cancer Center (HCC), Medical University of South Carolina, is not an exception to this observation.
With an ambitious goal in mind to advance the field of cancer immunotherapy, Dr. Krieg combines a very powerful analytical technique -- mass cytometry, with artificial intelligence (AI), machine learning and bioinformatics tools to visualize the obtained experimental data and have a bird’s-eye view of the immune system.

A Clear Example of AI Value For Drug Discovery Has Arrived

   by Andrii Buvailo    3971
A Clear Example of AI Value For Drug Discovery Has Arrived

With all the hot discussions (for instance, here, here, here and here) going on right now among medicinal chemists, pharmaceutical researchers, and data scientists as to what artificial intelligence (AI) means for the future of drug discovery, the life science world has divided into “AI-believers”, “AI-atheists”, and “AI-agnostics”.

It is useless to repeat what has been many times said about successes of AI in areas like natural language processing, image processing, pattern recognition and self-driving cars (here is the summary), but few of us knew if those sort of results (or any meaningful results at all) could possibly be achieved with such complex systems as biological organisms… Finally, however, a hint of hope arrived.   

Outsourcing AI For Drug Discovery: Independent Expertise Is Key To Avoid Overhyped Claims

   by Mostapha Benhenda    8285
Outsourcing AI For Drug Discovery: Independent Expertise Is Key To Avoid Overhyped Claims

Investments in artificial intelligence (AI) for drug discovery are surging. Big Pharmas are throwing big bucks at AI. Sanofi signed a 300 Million dollars deal with the Scottish AI startup Exscentia, and GSK did the same for 42 Million dollars. Also, the Silicon Valley VC firm Andreessen Horowitz launched a new 450 Million dollars bio investment fund, with one focus area in applications of AI to drug discovery.

In this craze, lots of pharma and biotech decision-makers wonder whether they should jump on the bandwagon, or wait and see.