Technology: Integrative approach
BostonGene’s AI-powered software platform integrates advanced bioinformatics, next-generation sequencing, flow cytometry and imaging technologies to deliver a comprehensive molecular and cellular understanding. By leveraging proprietary analytical tools and multi-modal data integration, our platform accelerates the development of life-saving therapies.
Transforming cancer care through AI innovation
An end-to-end AI platform for drug development
BostonGene integrates complex biological data into a single platform
Our platform achieves exceptional outcomes by effectively leveraging available data and modalities to comprehensively represent the patient.
Organizational levels
- MolecularMolecular mechanisms driving the disease: genomic, transcriptomic and proteomic analysis.
- CellularSignaling pathway activity within individual cells: TME composition and function
- TissueCell-cell interactions and tissue architecture: spatial proteomic and transcriptomic analysis
- OrganismThe interplay between the tumor and the entire organism: immune system profiling
Data types and modalities
- Clinical dataPathology reports and medical records
- GenomicGenetic variation and inherited heterogeneity
- TranscriptomicLevels of gene expression and activated pathways
- ProteomicTissue-specific protein profiles
- CellularCell composition using digital RNA cytometry
- ImagingSpatial tissue profiling using digital pathology
- ImmunoprofilingComponents and responses of the immune system
Diverse model applications
- Simulate complex biological systems and drug responsePredicting disease progression and patient response to treatment.
- Increase predictive value of diagnostics for precise patient selectionThrough the parallel utilization of information from multiple modalities.
- Design clinical trialsDirect application to specific molecular subtypes to increase the PoS.
Laboratory innovations that power the AI engine
Publications
Nature • October 18, 2023
Clinical trial links oncolytic immunoactivation to survival...
Cancer Cell • May 14, 2024
Comprehensive peripheral blood immunoprofiling...
Cancer Cell • February 29, 2024
Multiomic profiling of follicular lymphoma...
Gastroenterology • May 6, 2024
Transcriptomic-based tumor microenvironment classification...
Learn more about the scientific power of BostonGene