Spatial biology of cancer evolution

Z Seferbekova, A Lomakin, LR Yates… - Nature Reviews …, 2023 - nature.com
The natural history of cancers can be understood through the lens of evolution given that the
driving forces of cancer development are mutation and selection of fitter clones. Cancer …

Optimizing Xenium In Situ data utility by quality assessment and best practice analysis workflows

SM Salas, P Czarnewski, LB Kuemmerle, S Helgadottir… - BioRxiv, 2023 - biorxiv.org
Abstract The Xenium In Situ platform is a new spatial transcriptomics product
commercialized by 10X Genomics capable of mapping hundreds of transcripts in situ at a …

SpaceTx: a roadmap for benchmarking spatial transcriptomics exploration of the brain

B Long, J Miller, TST Consortium - arXiv preprint arXiv:2301.08436, 2023 - arxiv.org
Mapping spatial distributions of transcriptomic cell types is essential to understanding the
brain, with its exceptional cellular heterogeneity and the functional significance of its spatial …

[PDF][PDF] Scaling Up the Explanation of Multidimensional Projections.

J Thijssen, Z Tian, AC Telea - EuroVA@ EuroVis, 2023 - webspace.science.uu.nl
We present a set of interactive visual analysis techniques aiming at explaining data patterns
in multidimensional projections. Our novel techniques include a global value-based …

[HTML][HTML] Interactive tools for explaining multidimensional projections for high-dimensional tabular data

J Thijssen, Z Tian, A Telea - Computers & Graphics, 2024 - Elsevier
We present a set of interactive visual analysis techniques aiming at explaining data patterns
in multidimensional projections. Our novel techniques include a global value-based …

SpaceWalker enables interactive gradient exploration for spatial transcriptomics data

C Li, J Thijssen, T Kroes, M de Boer, T Abdelaal… - Cell Reports …, 2023 - cell.com
In spatial transcriptomics (ST) data, biologically relevant features such as tissue
compartments or cell-state transitions are reflected by gene expression gradients. Here, we …

Spacewalker: Interactive gradient exploration for spatial transcriptomics data

C Li, J Thijssen, T Abdelaal, T Höllt, B Lelieveldt - bioRxiv, 2023 - biorxiv.org
Spatial transcriptomics (ST) enables profiling the expression of hundreds of genes in tissue
sections, down to the level of single cells in their tissue environment. The gradient structure …

Cancer Cartography: Mapping Cancer Evolution in Tissue Space

A Lomakin - 2024 - repository.cam.ac.uk
While somatic evolution is widely accepted as fundamental to cancer development,
significant gaps in understanding persist. These gaps concern the role of cellular …