David R. McIlwain

The paper benchmarks Quantum Barcoding against mass cytometry in human and rhesus macaque blood, integrating data to reveal conserved and divergent signaling responses across species.

The paper identifies IL13-driven immune-epithelial remodeling in the nasal epithelium that restricts respiratory virus infection by reshaping the mucus barrier.

Fluid-Squid enables customizable, cost-effective multiplexed imaging of cells and tissues through automated fluidics and barcoding strategies.

PASTA enhances spatial biology detection sensitivity while maintaining compatibility with multiple modalities and multiplexing strategies.

This study examines how pre-existing neutralizing antibodies affect viral shedding in post-vaccination SARS-CoV-2 infections, finding that higher titers reduce viral load and duration but are less effective against Omicron variants.

The paper introduces MARIO, a cell matching algorithm that integrates single-cell proteomic and multi-modal data, revealing orchestrated immune responses in lung tissue.

The paper introduces a machine learning method that integrates immunological knowledge to improve predictive power from mass cytometry data.