Abstract

Single-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.

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Details

Title
STREAM: Single-cell Trajectories Reconstruction, Exploration And Mapping of omics data
Author
Chen, Huidong; Albergante, Luca; Hsu, Jonathan Y; Lareau, Caleb A; Giosu�� Lo Bosco; Guan, Jihong; Zhou, Shuigeng; Gorban, Alexander N; Bauer, Daniel E; Aryee, Martin J; Langenau, David M; Zinovyev, Andrei; Buenrostro, Jason D; Guo-Cheng, Yuan; Pinello, Luca
University/institution
Cold Spring Harbor Laboratory Press
Section
New Results
Publication year
2018
Publication date
Apr 18, 2018
Publisher
Cold Spring Harbor Laboratory Press
ISSN
2692-8205
Source type
Working Paper
Language of publication
English
ProQuest document ID
2068835096
Copyright
�� 2018. This article is published under http://creativecommons.org/licenses/by/4.0/ (���the License���). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.