3X-DBANK

Bio BigData Platform


With the goal of developing new drugs, we have built a large-scale bio big data-based In-House Platform. By applying AI technology, we can conduct research on discovering new drug candidates and discovering various new materials, and we have the know-how to build and utilize new bio big data.

Bio Big Data Integration

BT and IT experts have integrated and built about 60 or more databases, and are continuously updating and expanding.

Various data that can be used for bioinformatics such as genes, diseases, drugs, clinical trials, and networks can be collected and purified and used immediately for research purposes

3X-DBANK Platform

We built a web-based platform that can help develop new drugs by linking information from the integrated database.

Database Refining and Integration

Various problems in the data integration process

The process of integrating different databases is very difficult. Data errors, different information of the same name, diversity of file types, etc. are reviewed and verified by experts one by one and built into one database.

Data Heterogeneity

Data Model Heterogeneity

Multiple data formats

Data Errors

After refining numerous databases, it is built as one database.

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

Diseae-Target-Drug’s various data are integrated to provide information for drug discovery.

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