Integration of spatial and single-cell data across modalities with weakly linked features

S Chen, B Zhu, S Huang, JW Hickey, KZ Lin… - Nature …, 2024 - nature.com
Although single-cell and spatial sequencing methods enable simultaneous measurement of
more than one biological modality, no technology can capture all modalities within the same …

Robust single-cell matching and multimodal analysis using shared and distinct features

B Zhu, S Chen, Y Bai, H Chen, G Liao, N Mukherjee… - Nature …, 2023 - nature.com
The ability to align individual cellular information from multiple experimental sources is
fundamental for a systems-level understanding of biological processes. However, currently …

Stabilized mosaic single-cell data integration using unshared features

S Ghazanfar, C Guibentif, JC Marioni - Nature biotechnology, 2024 - nature.com
Currently available single-cell omics technologies capture many unique features with
different biological information content. Data integration aims to place cells, captured with …

Computational principles and challenges in single-cell data integration

R Argelaguet, ASE Cuomo, O Stegle… - Nature biotechnology, 2021 - nature.com
The development of single-cell multimodal assays provides a powerful tool for investigating
multiple dimensions of cellular heterogeneity, enabling new insights into development …

Integration of whole transcriptome spatial profiling with protein markers

N Ben-Chetrit, X Niu, AD Swett, J Sotelo, MS Jiao… - Nature …, 2023 - nature.com
Spatial transcriptomics and proteomics provide complementary information that
independently transformed our understanding of complex biological processes. However …

DIALOGUE maps multicellular programs in tissue from single-cell or spatial transcriptomics data

L Jerby-Arnon, A Regev - Nature biotechnology, 2022 - nature.com
Deciphering the functional interactions of cells in tissues remains a major challenge. Here
we describe DIALOGUE, a method to systematically uncover multicellular programs (MCPs) …

Bridging genomics and tissue pathology: 10x genomics explores new frontiers with the visium spatial gene expression solution

N Rao, S Clark, O Habern - Genetic Engineering & Biotechnology …, 2020 - liebertpub.com
To understand a tumor's response to a drug, researchers must study more than the tumor
itself. They must look at the microenvironment, the interplay between cancer and stroma …

A single–cell type transcriptomics map of human tissues

M Karlsson, C Zhang, L Méar, W Zhong, A Digre… - Science …, 2021 - science.org
Advances in molecular profiling have opened up the possibility to map the expression of
genes in cells, tissues, and organs in the human body. Here, we combined single-cell …

Spatial transcriptomics: paving the way for tissue-level systems biology

AE Moor, S Itzkovitz - Current opinion in biotechnology, 2017 - Elsevier
Highlights•Cells in tissues operate in structured microenvironments.•Studying division of
labor in tissues requires spatially-resolved transcriptomics.•This is enabled by highly …

[HTML][HTML] Genome-wide spatial expression profiling in formalin-fixed tissues

EG Villacampa, L Larsson, R Mirzazadeh, L Kvastad… - Cell Genomics, 2021 - cell.com
Formalin-fixed paraffin embedding (FFPE) is the most widespread long-term tissue
preservation approach. Here, we report a procedure to perform genome-wide spatial …