Jakub Idkowiak

This study identifies a lipid-mediated signaling pathway driven by microglia that promotes glioblastoma invasion and shows that targeting this pathway can suppress tumor invasion.

This paper introduces MIMA, a deep learning framework for multi-omics integration and batch correction, which effectively removes batch effects and preserves biological information across modalities.

LipidQMap is an open-source tool for processing quantitative mass spectrometry imaging lipidomics data, enabling accurate and reproducible spatial lipid quantification across MSI platforms.

This study identifies defective lipid metabolism in Schwann cells as a cause of CMT1A, showing altered lipid composition and membrane dynamics in mouse models and human iPSC-derived cells.