Kinga I. Gawlik

Histology-guided 3D virtual staining of microCT-imaged lung tissue via deep learning

This paper develops a deep learning method to virtually stain 3D microCT lung tissue, mimicking histological stains and enabling 3D pathology analysis.

Efficient murine cardiac phenotyping by combining synchrotron-based phase-contrast micro-CT, histology, immunofluorescence and spatial transcriptomics

The paper combines SRPC-microCT with spatial transcriptomics and histology to enable 3D cardiac phenotyping in mice, linking structural and molecular data.

A mutation-independent approach via transcriptional upregulation of a disease modifier gene rescues muscular dystrophy in vivo.

This paper demonstrates that upregulating a disease modifier gene using CRISPR/dCas9 can rescue muscular dystrophy in mice, showing that muscle fibrosis may be reversible.