AI Based Drug Discovery

Disease-Target-Drug variables in Database

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

Drug Repurposing

It could save the development period  of new drugs, maximum 1-2 years.

Initial drug approval : 10 ~ 20 years

Secondary indication approval : 1~2 years

3BIGS Drug Discovery Platform

3BIGS builds platforms which help drug development through connected integrated  database. 

Database cleaning and integration

Making one 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 drug discovery  information powered 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