Andre Luis Moreira

The paper introduces a segmentation-free vision transformer, CANVAS, to discover and characterize tumor microenvironment signatures from high-dimensional multiplexed images, identifying a monocytic signature linked to poor prognosis.

This study identifies Treg cells and IFN-γ-producing Th1 cells as key drivers of Sjögren's Syndrome pathogenesis using a mouse model and single-cell transcriptomics.

The paper identifies adeno-to-squamous transition (AST) as a mechanism of resistance to KRAS inhibitors in LKB1 mutant lung cancer and links KRT6A expression to poor patient outcomes.

This study identifies inflammation in tumor-adjacent lung tissue as a predictor of clinical outcome in lung adenocarcinoma using multi-omic analysis of 143 stage I cases.