We are a computational biomedical research lab exploring how different layers of biology fit together at the Pontificia Universidad Católica de Chile in Santiago, Chile. Using multi-omics data, quantitative methods, and integrative modeling, we study complex disease phenotypes across molecular, clinical, and cognitive levels. Our work sits at the intersection of biomedical informatics, neurology, and engineering. We develop and apply methods to make sense of high-dimensional biological data, with a strong focus on rigor, reproducibility, and mechanistic insight 🧠📊.

OMNIA Lab is home to students and researchers from diverse backgrounds, curious about biology, data, and how combining multiple perspectives can lead to better science. We value collaboration, open science, and thoughtful methodological development – and we’re always excited about new ideas (and good plots).

📢 News

• January 2026: We’ve been awarded ANID’s Fondecyt Iniciacion 2026 grant! We are looking for motivated students to join our team. See open positions.
• June 2025: A new preprint on Phenomic environment-wide association study (PheEWAS) is available in medRxiv.
• April 2025: Our paper on care and solidarity in Chile’s sacrifice was published in International Journal of Feminist Approaches to Bioethics.
• October 2024: Our paper on sex differences in environmental exposures was published in Scientific Reports.

See our Research and Publications for more information.

If you are interested in joining our lab, see more information.