Analyzing high-dimensional cytometry data using FlowSOM
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 …
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 …
cellular features that can be surveyed simultaneously or enhance the resolution at which …
SCANPY: large-scale single-cell gene expression data analysis
Scanpy is a scalable toolkit for analyzing single-cell gene expression data. It includes
methods for preprocessing, visualization, clustering, pseudotime and trajectory inference …
methods for preprocessing, visualization, clustering, pseudotime and trajectory inference …
Stereotypic immune system development in newborn children
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 …
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 …
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 …
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 …
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
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 …
Single-cell genomics can characterize cell identity and function, but limitations of ease and …
Revealing the vectors of cellular identity with single-cell genomics
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 …
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
Innate lymphoid cells (ILCs) are critical modulators of mucosal immunity, inflammation, and
tissue homeostasis, but their full spectrum of cellular states and regulatory landscapes …
tissue homeostasis, but their full spectrum of cellular states and regulatory landscapes …