Ugo Lomoio

The paper introduces FibrilNet, a network framework that identifies conserved and tissue-specific molecular environments across systemic amyloidoses by integrating proteomic data with semantic and interaction information.

This paper improves the classification of uncertain protein variants using ESM2 and UMAP for better variant prioritization in precision medicine.

The paper analyzes how SARS-CoV-2 protein sequence mutations affect structure and function, finding that node centrality and community analysis in protein contact networks correlate with structural changes and vaccine timeline correlations.