Contact: Christopher Williams
Caption: In (A) individual cells are profiled using mass cytometry, producing a high-dimensional data set in which n properties are measured in each cell. Wanderlust converts this data into a graph in which cells, represented as points connected to their most similar cells. Using this graph structure, Wanderlust is able to place each cell within its chronology of development. Once the cells have been aligned in the chronology, the plot in (B) shows how four key markers gradually change as a cell develops from a hematopoietic stem cell into a naïve B cell. In (C) the newly inferred trajectory reveals previously unrecognized rewiring of regulatory signaling and coordinated changes that can now be recognized as hallmarks of developmental progression.
Credit: Dana Pe'er, Columbia University
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Related news release: Researchers create comprehensive map of human B cell development