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RESEARCH PRODUCT
STREAM: Single-cell Trajectories Reconstruction, Exploration And Mapping of omics data
Caleb A. LareauMartin J. AryeeDaniel E. BauerJonathan Y. HsuLuca PinelloJihong GuanGiosuè Lo BoscoAndrei ZinovyevLuca AlberganteAlexander N. GorbanDavid M. LangenauHuidong ChenShuigeng ZhouJason D. BuenrostroGengyang Yuansubject
Omics dataCellular heterogeneityLineage differentiationComputer scienceGenomicsComputational biologyPipeline (software)Visualizationdescription
AbstractSingle-cell transcriptomic assays have enabled the de novo reconstruction of lineage differentiation trajectories, along with the characterization of cellular heterogeneity and state transitions. Several methods have been developed for reconstructing developmental trajectories from single-cell transcriptomic data, but efforts on analyzing single-cell epigenomic data and on trajectory visualization remain limited. Here we present STREAM, an interactive pipeline capable of disentangling and visualizing complex branching trajectories from both single-cell transcriptomic and epigenomic data.
year | journal | country | edition | language |
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2018-04-18 |