Cyclica to use Excelra's GOSTAR Database to develop AI & ML based Deep Learning Algorithm for Drug Target Identification
PR86172
HYDERABAD, India and TORONTO, Oct. 21, 2020 /PRNewswire=KYODO JBN/ --
Excelra (https://www.excelra.com/ ), a leading global Data & Analytics
organization, today announced that it has licensed its Global Online Structure
Activity Relationship Database (GOSTAR) to Cyclica Inc., a leading
biotechnology company whose AI-augmented integrated platform enables
multi-objective, polypharmacology-informed design of drug molecules.
GOSTAR (https://www.excelra.com/discovery/#gostar ) is the largest online
structure activity relationship database comprising of over 5.5 million small
molecules and their associated chemical, biological and pharmacological
properties. The database is manually curated by our scientific team who excerpt
and enrich datasets from functional assays, in vitro and in vivo studies. A variety
of small molecule activities encompassing SAR, physicochemical, metabolic,
ADME and toxicological profiles are captured and structured into a relational
database. GOSTAR ultimately equips researchers with insights to generate novel
ideas in drug design in the early as well as optimization stages of drug discovery.
Dr. Raveendra Dayam, Director, Chemistry Services, Excelra said: "GOSTAR
provides access to more than 28 million experimentally determined quantitative
interactions between small molecules and the vast druggable target space.
Insights derived from these interactions complement Cyclica's polypharmacology
approach in novel compound drug discovery. GOSTAR is a rich qualitative and
quantitative dataset that is applied by many AI/ML companies and we are excited
that the data will support Cyclica with its predictive analytics."
The breadth of data provided by GOSTAR will broaden the domain of
applicability of Cyclica's models, as Dr. Stephen MacKinnon, VP of R&D at
Cyclica indicates: "The collaboration with GOSTAR strengthens Cyclica's
training data for our platform models by allowing Cyclica to annotate our
proteome screening data, thus enhancing our predicted interaction capabilities.
This will have a direct impact on the development of more precise and
efficacious medicines for patients in need."
About Cyclica
Cyclica is the first company to approach polypharmacology with a
structure-based, AI-augmented in silico discovery platform, centered on 'Ligand
Design' and 'Ligand Express'. Powered by MatchMaker(TM), a proprietary deep
learning proteome screening technology, and POEM(TM), an innovative supervised
learning technology for predicting molecular properties. To know more, visit
About Excelra:
Excelra's data and analytics solutions empower innovation in life sciences
from molecule to market. The Excelra Edge comes from a seamless amalgamation of
proprietary data assets, domain expertise and data science to accelerate drug
discovery and development. To know more, visit www.excelra.com
Media Contact:
Dorothy Paul – Director Marketing
Email: dorothy.paul@excelra.com
Logo: https://mma.prnewswire.com/media/692189/Excelra_Logo.jpg
Source: Excelra Knowledge Solutions Pvt Ltd
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