[HTML][HTML] Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM

H Chen, L Albergante, JY Hsu, CA Lareau… - Nature …, 2019 - nature.com
Single-cell transcriptomic assays have enabled the de novo reconstruction of lineage
differentiation trajectories, along with the characterization of cellular heterogeneity and state …

Wishbone identifies bifurcating developmental trajectories from single-cell data

M Setty, MD Tadmor, S Reich-Zeliger, O Angel… - Nature …, 2016 - nature.com
Recent single-cell analysis technologies offer an unprecedented opportunity to elucidate
developmental pathways. Here we present Wishbone, an algorithm for positioning single …

Concepts and limitations for learning developmental trajectories from single cell genomics

S Tritschler, M Büttner, DS Fischer, M Lange… - …, 2019 - journals.biologists.com
Single cell genomics has become a popular approach to uncover the cellular heterogeneity
of progenitor and terminally differentiated cell types with great precision. This approach can …

Bifurcation analysis of single-cell gene expression data reveals epigenetic landscape

E Marco, RL Karp, G Guo, P Robson… - Proceedings of the …, 2014 - National Acad Sciences
We present single-cell clustering using bifurcation analysis (SCUBA), a novel computational
method for extracting lineage relationships from single-cell gene expression data and …

Unravelling cellular relationships during development and regeneration using genetic lineage tracing

CS Baron, A van Oudenaarden - Nature reviews molecular cell biology, 2019 - nature.com
Tracking the progeny of single cells is necessary for building lineage trees that recapitulate
processes such as embryonic development and stem cell differentiation. In classical lineage …

New insights into hematopoietic differentiation landscapes from single-cell RNA sequencing

S Watcham, I Kucinski… - Blood, The Journal of the …, 2019 - ashpublications.org
Single-cell transcriptomics has recently emerged as a powerful tool to analyze cellular
heterogeneity, discover new cell types, and infer putative differentiation routes. The …

Mpath maps multi-branching single-cell trajectories revealing progenitor cell progression during development

J Chen, A Schlitzer, S Chakarov, F Ginhoux… - Nature …, 2016 - nature.com
Single-cell RNA-sequencing offers unprecedented resolution of the continuum of state
transition during cell differentiation and development. However, tools for constructing multi …

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

K Street, D Risso, RB Fletcher, D Das, J Ngai, N Yosef… - BMC genomics, 2018 - Springer
Background Single-cell transcriptomics allows researchers to investigate complex
communities of heterogeneous cells. It can be applied to stem cells and their descendants in …

Lineage tracing meets single-cell omics: opportunities and challenges

DE Wagner, AM Klein - Nature Reviews Genetics, 2020 - nature.com
A fundamental goal of developmental and stem cell biology is to map the developmental
history (ontogeny) of differentiated cell types. Recent advances in high-throughput single …

Reconstruction of complex single-cell trajectories using CellRouter

E Lummertz da Rocha, RG Rowe, V Lundin… - Nature …, 2018 - nature.com
A better understanding of the cell-fate transitions that occur in complex cellular ecosystems
in normal development and disease could inform cell engineering efforts and lead to …