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Custom Software • AI • Data Engineering • Bioinformatics

Custom Software • AI • Data Engineering • BioinformaticsCustom Software • AI • Data Engineering • BioinformaticsCustom Software • AI • Data Engineering • Bioinformatics
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Custom Software • AI • Data Engineering • Bioinformatics

Custom Software • AI • Data Engineering • BioinformaticsCustom Software • AI • Data Engineering • BioinformaticsCustom Software • AI • Data Engineering • Bioinformatics
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Versatile Multi-Species Multiomics Platform

 

Overview

Developed a flexible platform to monitor cell culture health markers—including pluripotency, differentiation, and apoptosis—across multiple species. The tool integrates gene expression analysis, biomarker discovery, and homology analysis, ensuring cross-species adaptability and maximizing the utility of multiomics data across diverse research projects. 


 Key Features

  • Monitoring of cell health markers across species (pluripotency, differentiation, apoptosis)
  • Gene expression pattern identification for biomarker discovery
  • Homology analysis to extend insights across multiple species
  • Comprehensive QA/QC, including contamination and mutation verification
  • Integration-ready with external software for workflow compatibility
     

Add-ons

  • Oncogene expression profiling for safety and functionality
  • Allergenicity prediction via metabolic monitoring
  • Biochemical, molecular, and compositional comparative analyses
     

Results

  • Identified novel targets for gene modulation research
  • Discovered new biomarkers and therapeutic targets across species
  • Reduced genetic drift, improving long-term cell line stability
  • Strengthened QA/QC processes with contamination and mutation detection
  • Expanded usability of datasets through cross-platform software integration
     

Deployment
Deployed on the CRO’s internal infrastructure to ensure secure handling of client datasets and compatibility with partner workflows.

Client: Contract Research Organization (CRO) 

Timeline: 7 months (development, validation, deployment), followed by ongoing maintenance under CRO data governance policies 

Discover how Atlas can support your project

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