Complex biological processes are driven by the coordinated interactions of individual cells, yet cellular heterogeneity and the molecular mechanisms underlying cell specific functions remain incompletely understood.
The Single Cell and Spatial Proteomics Laboratory develops next-generation mass spectrometry-based technologies for sensitive, comprehensive, and quantitative proteome profiling at single cell resolution and across spatially resolved biological contexts. Our research focuses on overcoming key analytical challenges in single cell proteomics.
Research plan
Building a world-leading program in single cell and spatial proteomics for biomedical research
Aim 1
Single cell proteomics
Ultra-sensitive and high-throughput proteomics for single cell analysis
- Advanced sample preparation
- Miniaturized liquid handling platform
- Advanced LC system
- Multi-analytical columns
- Online PTM enrichment system
- Advanced mass spectrometry
- Targeted proteome profiling
- Targeted analysis of PTMs
- Multiplexing to enhance throughput
ApplicationsCell lines · Primary cells (immune cells)
Technologies developed in Aim 1 are transferred to Aim 2.
Aim 2
Spatial proteomics
Mapping proteins in space and at subcellular resolution
- LCM-based proteomics
- Single organelle isolation
- Single nuclei
- Single mitochondria
- Subcellular proteome profiling
- Tissue expansion
- Enrichment — immunoprecipitation
- Proximity labeling
ApplicationsTissues and FFPE tissues · Cancers (tumor microenvironment) · Neurodegenerative diseases
Aim 3
Computational integration
Enabling advanced single cell proteomics data analysis, trained on data generated in Aims 1 and 2
- Spectral libraries for PTMs and non-canonical events
- ML-based approach for identification and quantitation
- Proteogenomics at the single cell level
Expected outcomes
- Deeper insights into cellular heterogeneity
- Spatial and subcellular proteome profiles
- Integrative analysis of transcriptome and proteome
- Applications in cancer, immunology, metabolic diseases, and neuroscience
Our goal
By advancing single cell and spatial proteomics, we aim to uncover novel cancer biology, deepen our understanding of tumor heterogeneity and cancer progression, and improve cancer diagnosis and treatment.