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A generic, cost-effective, and scalable cell lineage analysis platform. | LitMetric

AI Article Synopsis

  • * The authors present a new integrated biochemical-computational platform for cell lineage analysis that is cost-effective, scalable, and can generate lineage trees from targeted single-cell sequencing data.
  • * This platform was validated through experiments on cells from an ex vivo grown tree and computer simulations, indicating its potential as a tool for large-scale human cell lineage discovery.

Article Abstract

Advances in single-cell genomics enable commensurate improvements in methods for uncovering lineage relations among individual cells. Current sequencing-based methods for cell lineage analysis depend on low-resolution bulk analysis or rely on extensive single-cell sequencing, which is not scalable and could be biased by functional dependencies. Here we show an integrated biochemical-computational platform for generic single-cell lineage analysis that is retrospective, cost-effective, and scalable. It consists of a biochemical-computational pipeline that inputs individual cells, produces targeted single-cell sequencing data, and uses it to generate a lineage tree of the input cells. We validated the platform by applying it to cells sampled from an ex vivo grown tree and analyzed its feasibility landscape by computer simulations. We conclude that the platform may serve as a generic tool for lineage analysis and thus pave the way toward large-scale human cell lineage discovery.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5088600PMC
http://dx.doi.org/10.1101/gr.202903.115DOI Listing

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