Associating growth factor secretions and transcriptomes of single cells in nanovials using SEC-seq

S Udani, J Langerman, D Koo, S Baghdasarian… - Nature …, 2024 - nature.com
Cells secrete numerous bioactive molecules that are essential for the function of healthy
organisms. However, scalable methods are needed to link individual cell secretions to their …

Decoding the functional impact of the cancer genome through protein–protein interactions

H Fu, X Mo, AA Ivanov - Nature Reviews Cancer, 2025 - nature.com
Acquisition of genomic mutations enables cancer cells to gain fitness advantages under
selective pressure and, ultimately, leads to oncogenic transformation. Interestingly, driver …

Beyond single cells: microfluidics empowering multiomics analysis

T Tian, S Lin, C Yang - Analytical and Bioanalytical Chemistry, 2024 - Springer
Single-cell multiomics technologies empower simultaneous measurement of multiple types
of molecules within individual cells, providing a more profound comprehension compared …

Therapeutic potential of the secreted Kazal-type serine protease inhibitor SPINK4 in colitis

Y Wang, J Han, G Yang, S Zheng, G Zhou, X Liu… - Nature …, 2024 - nature.com
Mucus injury associated with goblet cell (GC) depletion constitutes an early event in
inflammatory bowel disease (IBD). Using single-cell sequencing to detect critical events in …

Spatially resolved subcellular protein–protein interactomics in drug-perturbed lung-cancer cultures and tissues

S Cai, T Hu, A Venkataraman… - Nature Biomedical …, 2024 - nature.com
Protein–protein interactions (PPIs) regulate signalling pathways and cell phenotypes, and
the visualization of spatially resolved dynamics of PPIs would thus shed light on the …

Single-cell chemoproteomics identifies metastatic activity signatures in breast cancer

K Smitha Pillai, O Laxton, G Li, J Lin, O Karginova… - Science …, 2024 - science.org
Protein activity state, rather than protein or mRNA abundance, is a biologically regulated
and relevant input to many processes in signaling, differentiation, development, and …

scMHNN: a novel hypergraph neural network for integrative analysis of single-cell epigenomic, transcriptomic and proteomic data

W Li, B Xiang, F Yang, Y Rong, Y Yin… - Briefings in …, 2023 - academic.oup.com
Technological advances have now made it possible to simultaneously profile the changes of
epigenomic, transcriptomic and proteomic at the single cell level, allowing a more unified …

[HTML][HTML] Machine learning integrative approaches to advance computational immunology

F Curion, FJ Theis - Genome Medicine, 2024 - ncbi.nlm.nih.gov
The study of immunology, traditionally reliant on proteomics to evaluate individual immune
cells, has been revolutionized by single-cell RNA sequencing. Computational …

Proximity sequencing for the detection of mRNA, extracellular proteins and extracellular protein complexes in single cells

L Vistain, B Keisham, J Xia, HV Phan, S Tay - Nature protocols, 2024 - nature.com
Complex cellular functions occur via the coordinated formation and dissociation of protein
complexes. Functions such as the response to a signaling ligand can incorporate dozens of …

From single cell to spatial multi-omics: unveiling molecular mechanisms in dynamic and heterogeneous systems

R Wu, M Veličković, KE Burnum-Johnson - Current Opinion in …, 2024 - Elsevier
Highlights•Recent progress in single-cell and spatial technologies.•Applications of single-
cell and spatial technology in biomedical and environmental studies.•Spatial multi-omics …