AI Based Drug Discovery

Disease-Target-Drug variables in Database

3BIGS provides analysis services for precision medicine that are internally connected with 3BIGS database.

Drug Repurposing

Saving new drug development times, about 1-2 years.

Initial drug approval : 10 ~ 20 years

Secondary indication approval : 1~2 years

3BIGS Drug Discovery Platform

3BIGS holds useful bio platforms which help researchers drug developing  through integrated  database. 

Database cleaning and integration

Making integrated system through filtering & integration of many databases. 

Data Cleaning

▪︎ Fill in missing values
▪︎ Identify or remove outliers
▪︎ Resolve inconsistencies

Data Integration

▪︎ Integration of multiple database, data cubes or files

Data Transformation

▪︎ Normalization & aggregations

Providing efficient drug discovery information by various database integration of Disease-Target-Drug.

Disease

  • Gene
  • Pathway
  • Biomarkers
  • Target / EC50, IC50 etc.
  • Gene expression
  • Transcription factor
  • Clinical trial information
  • Marked drugs
  • Adverse events
  • Drug-Protein interactions

Target

  • Drugs
  • Pathway
  • Disease
  • Biomarkers
  • Target / EC50, IC50 etc.
  • Tissue specification expression
  • Gene expression drug, disease
  • Transcription factor
  • Clinical trial information
  • Marked drugs
  • Target-Target interaction

Drug

  • Clinical trial information
  • Gene
  • Pathway
  • Drugs
  • Biomarkers
  • Gene expression
  • Disease-gene relationship