Profiling cell identity and tissue architecture with single-cell and spatial transcriptomics

GS Gulati, JP D'Silva, Y Liu, L Wang… - … Reviews Molecular Cell …, 2024 - nature.com
Single-cell transcriptomics has broadened our understanding of cellular diversity and gene
expression dynamics in healthy and diseased tissues. Recently, spatial transcriptomics has …

Analysis of 3D pathology samples using weakly supervised AI

AH Song, M Williams, DFK Williamson, SSL Chow… - Cell, 2024 - cell.com
Human tissue, which is inherently three-dimensional (3D), is traditionally examined through
standard-of-care histopathology as limited two-dimensional (2D) cross-sections that can …

Tissue niches and immunopathology through the lens of spatial tissue profiling techniques

A Pascual‐Reguant, S Kroh… - European Journal of …, 2024 - Wiley Online Library
Spatial organization plays a fundamental role in biology, influencing the function of
biological structures at various levels. The immune system, in particular, relies on the …

Microglia-astrocyte crosstalk in the amyloid plaque niche of an Alzheimer's disease mouse model, as revealed by spatial transcriptomics

A Mallach, M Zielonka, V van Lieshout, Y An, JH Khoo… - Cell Reports, 2024 - cell.com
The amyloid plaque niche is a pivotal hallmark of Alzheimer's disease (AD). Here, we
employ two high-resolution spatial transcriptomics (ST) platforms, CosMx and Spatial …

[HTML][HTML] Bridging the Gap From Proteomics Technology to Clinical Application: Highlights From the 68th Benzon Foundation Symposium

V Albrecht, J Müller-Reif, TM Nordmann, A Mund… - Molecular & Cellular …, 2024 - Elsevier
Highlights•Mass spectrometry–based proteomics is ready to transform clinical
diagnostics.•Spatial proteomics revolutionizes disease mechanism studies.•Population …

Deep Learning Analysis and Detection of Functional Genomics in Druggable Human Genes Across the Genome

A Manimaran, KS Balamurugan… - … Asian Conference on …, 2024 - ieeexplore.ieee.org
The innovations in functional genomics have provided a pathway for the identification and
prediction of potential druggable human genes that help in the innovation of drug discovery …

Identification of perturbation-responsive regions and genes in comparative spatial transcriptomics atlases

AYY Teo, M Gautier, L Brock, JYJ Tsai, A de Coucy… - bioRxiv, 2024 - biorxiv.org
We introduce Vespucci, a machine-learning method to identify perturbation-responsive
regions, genes and gene programs within comparative spatial transcriptomics atlases. We …

Scalable image-based visualization and alignment of spatial transcriptomics datasets

S Preibisch, M Innerberger, D León-Periñán… - bioRxiv, 2024 - edoc.mdc-berlin.de
We present STIM, an imaging-based computational framework focused on visualizing and
aligning high-throughput spatial sequencing datasets. STIM is built on the powerful, scalable …

Applying high-resolution spatial transcriptomics to characterise the amyloid plaque cell niche in Alzheimer's Disease

A Mallach, M Zielonka, V van Lieshout, Y An, JH Khoo… - bioRxiv, 2023 - biorxiv.org
The amyloid plaque cell niche is a pivotal hallmark of Alzheimer's disease (AD). Where early
spatial transcriptomics (ST) technologies have provided valuable information on …