The axes of biology: a novel axes-based network embedding paradigm to decipher the functional mechanisms of the cell

S Doria-Belenguer, A Xenos, G Ceddia… - Bioinformatics …, 2024 - academic.oup.com
Common approaches for deciphering biological networks involve network embedding
algorithms. These approaches strictly focus on clustering the genes' embedding vectors and …

Bridging the gap in precision medicine: TranSYS training programme for next-generation scientists

L Andreoli, C Berca, S Katz, M Korshevniuk… - Frontiers in …, 2024 - frontiersin.org
Introduction In the evolving healthcare landscape, precision medicine's rise necessitates
adaptable doctoral training. The European Union has recognized this and promotes the …

MONFIT: Multi-omics factorization-based integration of time-series data sheds light on Parkinson's disease

K Mihajlović, N Malod-Dognin, C Ameli, A Skupin… - bioRxiv, 2024 - biorxiv.org
Parkinson's disease (PD) is a severe and complex multifactorial neurodegenerative disease
with still elusive pathophysiology preventing the development of curative treatments …