Analyzing high-dimensional cytometry data using FlowSOM

K Quintelier, A Couckuyt, A Emmaneel, J Aerts… - Nature protocols, 2021 - nature.com
The dimensionality of cytometry data has strongly increased in the last decade, and in many
situations the traditional manual downstream analysis becomes insufficient. The field is …

Mass cytometry: single cells, many features

MH Spitzer, GP Nolan - Cell, 2016 - cell.com
Technology development in biological research often aims to either increase the number of
cellular features that can be surveyed simultaneously or enhance the resolution at which …

SCANPY: large-scale single-cell gene expression data analysis

FA Wolf, P Angerer, FJ Theis - Genome biology, 2018 - Springer
Scanpy is a scalable toolkit for analyzing single-cell gene expression data. It includes
methods for preprocessing, visualization, clustering, pseudotime and trajectory inference …

Stereotypic immune system development in newborn children

A Olin, E Henckel, Y Chen, T Lakshmikanth, C Pou… - Cell, 2018 - cell.com
Epidemiological data suggest that early life exposures are key determinants of immune-
mediated disease later in life. Young children are also particularly susceptible to infections …

Guidelines for the use of flow cytometry and cell sorting in immunological studies

A Cossarizza, HD Chang, A Radbruch… - European journal of …, 2019 - Wiley Online Library
These guidelines are a consensus work of a considerable number of members of the
immunology and flow cytometry community. They provide the theory and key practical …

Human microglia regional heterogeneity and phenotypes determined by multiplexed single-cell mass cytometry

C Böttcher, S Schlickeiser, MAM Sneeboer… - Nature …, 2019 - nature.com
Microglia, the specialized innate immune cells of the CNS, play crucial roles in neural
development and function. Different phenotypes and functions have been ascribed to rodent …

Automated optimized parameters for T-distributed stochastic neighbor embedding improve visualization and analysis of large datasets

AC Belkina, CO Ciccolella, R Anno, R Halpert… - Nature …, 2019 - nature.com
Accurate and comprehensive extraction of information from high-dimensional single cell
datasets necessitates faithful visualizations to assess biological populations. A state-of-the …

[HTML][HTML] Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets

EZ Macosko, A Basu, R Satija, J Nemesh, K Shekhar… - Cell, 2015 - cell.com
Cells, the basic units of biological structure and function, vary broadly in type and state.
Single-cell genomics can characterize cell identity and function, but limitations of ease and …

Revealing the vectors of cellular identity with single-cell genomics

A Wagner, A Regev, N Yosef - Nature biotechnology, 2016 - nature.com
Single-cell genomics has now made it possible to create a comprehensive atlas of human
cells. At the same time, it has reopened definitions of a cell's identity and of the ways in …

The spectrum and regulatory landscape of intestinal innate lymphoid cells are shaped by the microbiome

M Gury-BenAri, CA Thaiss, N Serafini, DR Winter… - Cell, 2016 - cell.com
Innate lymphoid cells (ILCs) are critical modulators of mucosal immunity, inflammation, and
tissue homeostasis, but their full spectrum of cellular states and regulatory landscapes …