Cell Mapping Toolkit: an end-to-end pipeline for mapping subcellular organization

Area of Science:

• Cell Biology
• Biophysics
• Bioinformatics

Background:

• Cells exhibit hierarchical organization, from protein complexes to organelles.
• Existing technologies like mass spectrometry and immunofluorescence offer fragmented views of subcellular architecture.

Purpose of the Study:

• To introduce the Cell Mapping Toolkit for systematic integration of multi-modal protein data.
• To enable the creation of unified, hierarchical maps of subcellular organization.

Main Methods:

• The Cell Mapping Toolkit provides an end-to-end pipeline for data processing and integration.
• It supports visualization of cell maps with rich metadata and provenance.
• The toolkit is freely available on GitHub with comprehensive documentation.

Main Results:

• The toolkit facilitates the systematic integration of diverse protein datasets.
• It enables the generation of unified hierarchical maps of subcellular organization.
• Researchers gain tools for robust and reproducible analysis of cellular architecture.

Conclusions:

• The Cell Mapping Toolkit offers a unified framework for understanding cellular organization.
• It empowers researchers to analyze and visualize complex protein interaction and localization data.
• This approach enhances the study of subcellular architecture across different scales.