Spatial components of molecular tissue biology
Methods for profiling RNA and protein expression in a spatially resolved manner are rapidly
evolving, making it possible to comprehensively characterize cells and tissues in health and …
evolving, making it possible to comprehensively characterize cells and tissues in health and …
Single-cell RNA sequencing analysis: a step-by-step overview
Thanks to innovative sample-preparation and sequencing technologies, gene expression in
individual cells can now be measured for thousands of cells in a single experiment. Since its …
individual cells can now be measured for thousands of cells in a single experiment. Since its …
CellRank for directed single-cell fate map**
Computational trajectory inference enables the reconstruction of cell state dynamics from
single-cell RNA sequencing experiments. However, trajectory inference requires that the …
single-cell RNA sequencing experiments. However, trajectory inference requires that the …
Alveolar regeneration through a Krt8+ transitional stem cell state that persists in human lung fibrosis
The cell type specific sequences of transcriptional programs during lung regeneration have
remained elusive. Using time-series single cell RNA-seq of the bleomycin lung injury model …
remained elusive. Using time-series single cell RNA-seq of the bleomycin lung injury model …
Reconstructing growth and dynamic trajectories from single-cell transcriptomics data
Time-series single-cell RNA sequencing (scRNA-seq) datasets provide unprecedented
opportunities to learn dynamic processes of cellular systems. Due to the destructive nature …
opportunities to learn dynamic processes of cellular systems. Due to the destructive nature …
Concepts and limitations for learning developmental trajectories from single cell genomics
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 …
of progenitor and terminally differentiated cell types with great precision. This approach can …
Comprehensive single cell mRNA profiling reveals a detailed roadmap for pancreatic endocrinogenesis
Deciphering mechanisms of endocrine cell induction, specification and lineage allocation in
vivo will provide valuable insights into how the islets of Langerhans are generated …
vivo will provide valuable insights into how the islets of Langerhans are generated …
[HTML][HTML] A single-embryo, single-cell time-resolved model for mouse gastrulation
Mouse embryonic development is a canonical model system for studying mammalian cell
fate acquisition. Recently, single-cell atlases comprehensively charted embryonic …
fate acquisition. Recently, single-cell atlases comprehensively charted embryonic …
Muse-gnn: Learning unified gene representation from multimodal biological graph data
Discovering genes with similar functions across diverse biomedical contexts poses a
significant challenge in gene representation learning due to data heterogeneity. In this …
significant challenge in gene representation learning due to data heterogeneity. In this …
A time-and single-cell-resolved model of murine bone marrow hematopoiesis
I Kucinski, J Campos, M Barile, F Severi, N Bohin… - Cell stem cell, 2024 - cell.com
The paradigmatic hematopoietic tree model is increasingly recognized to be limited, as it is
based on heterogeneous populations largely defined by non-homeostatic assays testing cell …
based on heterogeneous populations largely defined by non-homeostatic assays testing cell …