Home Data Universe
Data Universe
Data Universe at your fingertips
Harness the power of unstructured and multimodal data to generate orthogonal insights that reinforce and diversify your scientific conclusions.
Data is the driver of innovation. Yet, 97% of biological and health data is fragmented and inaccessible, hampering research and discovery. Imagine what you could do if you had access to integrated, high-quality datasets that include multi-omics, clinical trials, and meta-data.
Our Data Universe services empower you to navigate complex multi-modal data with ease and accelerate life-changing breakthroughs.
Get the answers to your biological questions with integrated data solutions
Your challenge
Identify and collect all relevant data from literature
Harmonize metadata from multiple sources to common ontologies
Harmonize data from multiple sources to uniform quality and representation
Incorporate all internal and external data in your hypothesis validation
Prioritize candidate targets that result from initial analyses
Find a laboratory model for follow-up validation experiments
Derive or validate your findings across all available data modalities
Solution
Ardigen
Data Universe
Biobank data
- 100,000+ subjects
- Clinical records
- Real-world evidence
- Multi-omic data
Public repository data
- 200,000+ research projects
- Disease-diverse
- Rich metadata
Ardigen internal data
- Transcriptome CRC cohort (86 subjects)
- Comprehensive Single cell atlases (40+ cell types)
- Gene and variant annotation data (20+ DBs)
- Microbiome data (600 + subjects)
Imaging, cell morphology
Large consortia data
- 100,000+ samples
- Multi-omic data
- Rich metadata
Value
Multi-omic data lakes for exploration
AI-derived novel targets
Prioritized candidate molecules/antigens
Optimized candidate molecules/antigens
Antigen prevalence, treatment modulation and outcome impact
Accessible biomarkers for disease progression, response to treatment, etc.
Matched comercial cell line/animal models

How this benefits you: A researcher's perspective
Time-saving precision
Spend less time struggling with inconsistent data and more time making discoveries. With harmonized data and user-friendly access, insights are within reach faster than ever before.
Stronger, actionable insights
Avoid the pitfalls of weak or fragmented data. High-end curation and expert integration ensure that only the most relevant data points are surfaced, giving you confidence in your conclusions.
Tailored for life sciences
The data isn’t generic — it’s tailored specifically for life sciences research. Focus on uncovering robust signals from disease-relevant data, without worrying about unnecessary noise or complexity.
Improved decision making based on real-world evidence
Enhance your research outcomes by integrating real-world evidence, clinical data, and patient cohorts. From discovery to clinical development, you decision making will be backed by tangible insights.
Your project, our solution!
Contact us for the consultation.
Experimental model selection: Find the right model, faster
By integrating data from both client and public sources, we build virtual cohorts specific to your research. Using advanced AI techniques, we match profiles to the most relevant human and animal models, ensuring the best fit for your validation experiments.

Omics profile / signature

Aligned patient vs cell lines data

Model

List cell lines most representative for a given cohort. Full patient profile after alignment to cell lines
See also:
Contact
Ready to transform drug discovery?
Leave us a message and we will reach out to you within 24 hours, to tell you more about how we can empower your drug development journey.
Newsletter
Become an insider
Be the first to know about Ardigen’s latest news and get access to our publications, webinars and more!