SPArrOW

SPArrOW provides a flexible, modular and scalable pipeline for processing spatial transcriptomics data to improve cell segmentation and single-cell annotation accuracy.

Key Features:

• Cell segmentation improvement: SPArrOW enhances cell segmentation to achieve better overall data quality.
• Single-cell annotation: The pipeline enables more accurate cell annotations at the single-cell level.
• Platform accommodation: The workflow accommodates various available spatial transcriptomics platforms.
• Modular architecture: The pipeline is built with a flexible, modular structure for scalable data processing.
• Tuneable parameters: SPArrOW enables sample-specific pipeline optimization through various tuneable parameters.
• Strategy comparison: The pipeline supports efficient comparison of different staining and gene allocation strategies.

Scientific Applications:

• Spatial transcriptomics data processing: SPArrOW processes spatial transcriptomics data with large gene panels at subcellular resolution.
• Data quality assessment: The pipeline provides visual quality checks crucial for correct interpretation of spatial transcriptomics data.
• Interactive data exploration: SPArrOW enables interactive visualization and data exploration for sample-specific optimization.

Methodology:

The sources do not explicitly detail specific computational methods or algorithms used in the pipeline.