Joana P. Bernardes

This study investigates long-term intestinal epithelial changes after acute protein-energy malnutrition using multi-omics approaches and identifies microbial lipid metabolites and epigenetic factors as key drivers of persistent Paneth cell dysfunction.

FixNCut is a reversible fixation and dissociation method that preserves RNA integrity and cellular composition in human and mouse tissues, enabling robust single-cell and spatial analyses.

This paper introduces Swarm Learning, a decentralized machine learning approach for disease classification using transcriptomic data, demonstrating its effectiveness in developing classifiers for COVID-19, tuberculosis, and leukemias while preserving privacy.