
Education
Case Studies

Building a Pan-Cancer Atlas of Therapeutic T Cell Targets
How NYU researchers used large-scale immunopeptidomics and AI-enabled peptide identification to identify 28,446 tumor-specific antigens and accelerate therapeutic target discovery.

Revealing the Functional Landscape of RNA Editing
How UCSF researchers used deep proteomics and AI-enabled peptide identification to map 7.998 protien-verified RNA editing sites - an 18-fold increase over previously reported evidence.
Publications

Publication
Single-cell foundation models benefit from cross-modal training: adding proteomics data beats parameter scaling
Fine-tuning a single-cell foundation model on proteomics data matches or beats scaling to models over 40x larger — showing multimodal training can outperform parameter scaling alone.








