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Slingshot: cell lineage and pseudotime inference for single-cell transcriptomics

BMC Genomics · 2018 · Vol. 19(1) · pp. 477–477
Kelly StreetDavide RissoRussell B. FletcherDiya DasJohn NgaiNir YosefElizabeth PurdomSandrine Dudoit

Abstract

Slingshot is a uniquely robust and flexible tool which combines the highly stable techniques necessary for noisy single-cell data with the ability to identify multiple trajectories. Accurate lineage inference is a critical step in the identification of dynamic temporal gene expression.

Single-cell and spatial transcriptomicsGene Regulatory Network AnalysisGene expression and cancer classificationInferenceComputational biologyBiologyComputer scienceDNA microarrayProgenitor cellTranscriptomeStatistical inferenceBioinformaticsStem cell

MeSH terms

HumansSoftwareCluster AnalysisCell LineageGene Expression ProfilingMyoblasts, SkeletalSingle-Cell Analysis

Funding

  • California Institute for Regenerative Medicine
  • California Institute of Regenerative Medicine
  • Thomas and Stacey Siebel Foundation
  • National Institute on Aging
  • National Institute of Mental Health
  • National Human Genome Research Institute
  • National Institute on Deafness and Other Communication Disorders
  • National Center for Research Resources
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