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Optimal transport for single-cell and spatial omics
High-throughput single-cell profiling provides an unprecedented ability to uncover the
molecular states of millions of cells. These technologies are, however, destructive to cells …
molecular states of millions of cells. These technologies are, however, destructive to cells …
Spatiotemporal omics for biology and medicine
The completion of the Human Genome Project has provided a foundational blueprint for
understanding human life. Nonetheless, understanding the intricate mechanisms through …
understanding human life. Nonetheless, understanding the intricate mechanisms through …
CellRank 2: unified fate map** in multiview single-cell data
Single-cell RNA sequencing allows us to model cellular state dynamics and fate decisions
using expression similarity or RNA velocity to reconstruct state-change trajectories; however …
using expression similarity or RNA velocity to reconstruct state-change trajectories; however …
An integrated transcriptomic cell atlas of human neural organoids
Z He, L Dony, JS Fleck, A Szałata, KX Li, I Slišković… - Nature, 2024 - nature.com
Human neural organoids, generated from pluripotent stem cells in vitro, are useful tools to
study human brain development, evolution and disease. However, it is unclear which parts …
study human brain development, evolution and disease. However, it is unclear which parts …
Map** the topography of spatial gene expression with interpretable deep learning
U Chitra, BJ Arnold, H Sarkar, K Sanno, C Ma… - Nature …, 2025 - nature.com
Spatially resolved transcriptomics technologies provide high-throughput measurements of
gene expression in a tissue slice, but the sparsity of these data complicates analysis of …
gene expression in a tissue slice, but the sparsity of these data complicates analysis of …
Spatial omics advances for in situ RNA biology
Spatial regulation of RNA plays a critical role in gene expression regulation and cellular
function. Understanding spatially resolved RNA dynamics and translation is vital for bringing …
function. Understanding spatially resolved RNA dynamics and translation is vital for bringing …
DeST-OT: Alignment of spatiotemporal transcriptomics data
Spatially resolved transcriptomics (SRT) measures mRNA transcripts at thousands of
locations within a tissue slice, revealing spatial variations in gene expression and cell types …
locations within a tissue slice, revealing spatial variations in gene expression and cell types …
Quantifying cell-state densities in single-cell phenotypic landscapes using Mellon
Cell-state density characterizes the distribution of cells along phenotypic landscapes and is
crucial for unraveling the mechanisms that drive diverse biological processes. Here, we …
crucial for unraveling the mechanisms that drive diverse biological processes. Here, we …
Nicheformer: a foundation model for single-cell and spatial omics
Tissue makeup relies fundamentally on the cellular microenvironment. Spatial single-cell
genomics allows probing the underlying cellular interactions in an unbiased, scalable …
genomics allows probing the underlying cellular interactions in an unbiased, scalable …
Resource allocation in mammalian systems
Cells execute biological functions to support phenotypes such as growth, migration, and
secretion. Complementarily, each function of a cell has resource costs that constrain …
secretion. Complementarily, each function of a cell has resource costs that constrain …