Time-resolved single-cell transcriptomics defines immune trajectories in glioblastoma

D Kirschenbaum, K Xie, F Ingelfinger… - Cell, 2024 - cell.com
Deciphering the cell-state transitions underlying immune adaptation across time is
fundamental for advancing biology. Empirical in vivo genomic technologies that capture …

Complementing cell taxonomies with a multicellular analysis of tissues

RO Ramirez Flores, PSL Schäfer, L Küchenhoff… - …, 2024 - journals.physiology.org
The application of single-cell molecular profiling coupled with spatial technologies has
enabled charting of cellular heterogeneity in reference tissues and in disease. This new …

Starfysh integrates spatial transcriptomic and histologic data to reveal heterogeneous tumor–immune hubs

S He, Y Jin, A Nazaret, L Shi, X Chen… - Nature …, 2024 - nature.com
Spatially resolved gene expression profiling provides insight into tissue organization and
cell–cell crosstalk; however, sequencing-based spatial transcriptomics (ST) lacks single-cell …

Multicellular factor analysis of single-cell data for a tissue-centric understanding of disease

ROR Flores, JD Lanzer, D Dimitrov, B Velten… - Elife, 2023 - elifesciences.org
Biomedical single-cell atlases describe disease at the cellular level. However, analysis of
this data commonly focuses on cell-type-centric pairwise cross-condition comparisons …

Everything is varied: The surprising impact of instantial variation on ML reliability

A Campagner, L Famiglini, A Carobene… - Applied Soft Computing, 2023 - Elsevier
Instantial variation (IV) refers to variation that is due not to population differences or errors,
but rather to within-subject variation, that is the intrinsic and characteristic patterns of …

Heterogeneous pseudobulk simulation enables realistic benchmarking of cell-type deconvolution methods

M Hu, M Chikina - Genome Biology, 2024 - Springer
Background Computational cell type deconvolution enables the estimation of cell type
abundance from bulk tissues and is important for understanding tissue microenviroment …

Multimodal profiling reveals tissue-directed signatures of human immune cells altered with age

SB Wells, DB Rainbow, M Mark, PA Szabo, C Ergen… - bioRxiv, 2024 - biorxiv.org
The immune system comprises multiple cell lineages and heterogeneous subsets found in
blood and tissues throughout the body. While human immune responses differ between …

A variational deep-learning approach to modeling memory T cell dynamics

CH van Dorp, JI Gray, DH Paik, DL Farber, AJ Yates - bioRxiv, 2024 - biorxiv.org
Mechanistic models of dynamic, interacting cell populations have yielded many insights into
the growth and resolution of immune responses. Historically these models have described …

Starfysh reveals heterogeneous spatial dynamics in the breast tumor microenvironment

S He, Y Jin, A Nazaret, L Shi, X Chen, S Rampersaud… - bioRxiv, 2022 - biorxiv.org
Spatially-resolved gene expression profiling provides valuable insight into tissue
organization and cell-cell crosstalk; however, spatial transcriptomics (ST) lacks single-cell …

Precise identification of cell states altered in disease with healthy single-cell references

E Dann, SA Teichmann, JC Marioni - bioRxiv, 2022 - biorxiv.org
Single cell genomics is a powerful tool to distinguish altered cell states in disease tissue
samples, through joint analysis with healthy reference datasets. Collections of data from …