These can be aligned with the proteomic measurements for each cell, providing a way to examine how morphological variation relates to molecular state. This adds a genuinely useful phenotypic layer to SCP without changing the underlying experimental workflow.

One of the persistent issues in SCP is the difficulty of identifying doublets from standard QC metrics alone. Doublets can appear as “high-quality” cells and distort downstream analyses.