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Big data – charting a new path to drug discovery and development

Drug Discovery World

Drug discovery and development timelines can span 10-15 years or more from initial discovery to market approval and typically require the analysis of massive amounts of data. Biomarker discovery is becoming a vibrant area for exploiting the power of AI and ML.

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Researchers discover genetic cause of neurodevelopment disorders

Drug Discovery World

Most NDDs are thought to be genetic and caused by changes to DNA, however, to date, around 60% of individuals with these conditions do not know the specific DNA change that causes their disorder. This discovery was initially made using data from the 100,000 Genomes Project, a study led by Genomics England and NHS England.

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The challenges and trends of cell & gene therapies 

Drug Discovery World

The use of big data and AL to direct the best patient candidates for CGT and to provide the best understanding of efficacy and benefits.” – ? According to the ASGCT, the gene therapy pipeline increased 16% from Q1 2021 with 3,579 gene, cell, and RNA therapies in development from preclinical through pre-registration stages. .