[HTML][HTML] Museum of spatial transcriptomics

L Moses, L Pachter - Nature methods, 2022 - nature.com
The function of many biological systems, such as embryos, liver lobules, intestinal villi, and
tumors, depends on the spatial organization of their cells. In the past decade, high …

Enablers and challenges of spatial omics, a melting pot of technologies

T Alexandrov, J Saez‐Rodriguez… - Molecular Systems …, 2023 - embopress.org
Spatial omics has emerged as a rapidly growing and fruitful field with hundreds of
publications presenting novel methods for obtaining spatially resolved information for any …

Human PBMC scRNA-seq–based aging clocks reveal ribosome to inflammation balance as a single-cell aging hallmark and super longevity

H Zhu, J Chen, K Liu, L Gao, H Wu, L Ma, J Zhou… - Science …, 2023 - science.org
Quantifying aging rate is important for evaluating age-associated decline and mortality. A
blood single-cell RNA sequencing dataset for seven supercentenarians (SCs) was recently …

[HTML][HTML] Explainable multiview framework for dissecting spatial relationships from highly multiplexed data

J Tanevski, ROR Flores, A Gabor, D Schapiro… - Genome biology, 2022 - Springer
The advancement of highly multiplexed spatial technologies requires scalable methods that
can leverage spatial information. We present MISTy, a flexible, scalable, and explainable …

[HTML][HTML] Advances in systems biology modeling: 10 years of crowdsourcing DREAM challenges

P Meyer, J Saez-Rodriguez - Cell Systems, 2021 - cell.com
Computational and mathematical models are key to obtain a system-level understanding of
biological processes, but their limitations have to be clearly defined to allow their proper …

Machine learning methods to model multicellular complexity and tissue specificity

RSG Sealfon, AK Wong, OG Troyanskaya - Nature Reviews Materials, 2021 - nature.com
Experimental approaches to study tissue specificity enable insight into the nature and
organization of the cell types and tissues that constitute complex multicellular organisms …

Spatial Reconstruction of Oligo and Single Cells by De Novo Coalescent Embedding of Transcriptomic Networks

Y Zhao, S Zhang, J Xu, Y Yu, G Peng… - Advanced …, 2023 - Wiley Online Library
Single cell RNA‐seq (scRNA‐seq) profiles conceal temporal and spatial tissue
developmental information. De novo reconstruction of single cell temporal trajectory has …

[HTML][HTML] Model-based prediction of spatial gene expression via generative linear mapping

Y Okochi, S Sakaguchi, K Nakae, T Kondo… - Nature …, 2021 - nature.com
Decoding spatial transcriptomes from single-cell RNA sequencing (scRNA-seq) data has
become a fundamental technique for understanding multicellular systems; however, existing …

[HTML][HTML] DOT: a flexible multi-objective optimization framework for transferring features across single-cell and spatial omics

A Rahimi, LA Vale-Silva, M Fälth Savitski… - Nature …, 2024 - nature.com
Single-cell transcriptomics and spatially-resolved imaging/sequencing technologies have
revolutionized biomedical research. However, they suffer from lack of spatial information and …

[HTML][HTML] Single-cell transcriptome atlas of Drosophila gastrula 2.0

S Sakaguchi, S Mizuno, Y Okochi, C Tanegashima… - Cell Reports, 2023 - cell.com
During development, positional information directs cells to specific fates, leading them to
differentiate with their own transcriptomes and express specific behaviors and functions …