Single-cell RNA sequencing to explore immune cell heterogeneity

E Papalexi, R Satija - Nature Reviews Immunology, 2018 - nature.com
Advances in single-cell RNA sequencing (scRNA-seq) have allowed for comprehensive
analysis of the immune system. In this Review, we briefly describe the available scRNA-seq …

Helper T cell differentiation

J Saravia, NM Chapman, H Chi - Cellular & molecular immunology, 2019 - nature.com
CD4+ T helper cells are key regulators of host health and disease. In the original model,
specialized subsets of T helper cells are generated following activation through lineage …

RNA velocity unraveled

G Gorin, M Fang, T Chari, L Pachter - PLOS Computational …, 2022 - journals.plos.org
We perform a thorough analysis of RNA velocity methods, with a view towards
understanding the suitability of the various assumptions underlying popular …

Optimal-transport analysis of single-cell gene expression identifies developmental trajectories in reprogramming

G Schiebinger, J Shu, M Tabaka, B Cleary… - Cell, 2019 - cell.com
Understanding the molecular programs that guide differentiation during development is a
major challenge. Here, we introduce Waddington-OT, an approach for studying …

A comparison of single-cell trajectory inference methods

W Saelens, R Cannoodt, H Todorov, Y Saeys - Nature biotechnology, 2019 - nature.com
Trajectory inference approaches analyze genome-wide omics data from thousands of single
cells and computationally infer the order of these cells along developmental trajectories …

Trajectory-based differential expression analysis for single-cell sequencing data

K Van den Berge, H Roux de Bézieux, K Street… - Nature …, 2020 - nature.com
Trajectory inference has radically enhanced single-cell RNA-seq research by enabling the
study of dynamic changes in gene expression. Downstream of trajectory inference, it is vital …

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 …

Antigen presentation by dendritic cells and their instruction of CD4+ T helper cell responses

KL Hilligan, F Ronchese - Cellular & molecular immunology, 2020 - nature.com
Dendritic cells are powerful antigen-presenting cells that are essential for the priming of T
cell responses. In addition to providing T-cell-receptor ligands and co-stimulatory molecules …

Exponential scaling of single-cell RNA-seq in the past decade

V Svensson, R Vento-Tormo, SA Teichmann - Nature protocols, 2018 - nature.com
Measurement of the transcriptomes of single cells has been feasible for only a few years, but
it has become an extremely popular assay. While many types of analysis can be carried out …

The Human Cell Atlas: from vision to reality

O Rozenblatt-Rosen, MJT Stubbington, A Regev… - Nature, 2017 - nature.com
The Human Cell Atlas: from vision to reality | Nature Skip to main content Thank you for visiting
nature.com. You are using a browser version with limited support for CSS. To obtain the best …