Big data challenge and opportunity for biopharmaceutical enterprises
It is now obvious that, big
data will play key role in enabling scientists to discover life saving biologic
drugs of the future.
In effect, opportunities
are endless, and biopharmaceutical enterprises are
generating huge volumes of data throughout the discovery, pre-clinical and
clinical stages of development of new antibody based therapeutics.
Technology
innovations such as high-throughput DNA sequencing have created a big data
challenge and opportunity for enterprises involved in monoclonal antibody (mAb)
therapeutic development.
Multiple challenges in leveraging data include data accuracy, data
completeness, difficulties combining data that comes from different sources and
complexity of implementing data analytics.