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Quantification of Extracellular Proteins, Protein Complexes and MRNAs in Single Cells by Proximity Sequencing

Overview
Journal Nat Methods
Date 2022 Dec 1
PMID 36456784
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Abstract

We present proximity sequencing (Prox-seq) for simultaneous measurement of proteins, protein complexes and mRNAs in thousands of single cells. Prox-seq combines proximity ligation assay with single-cell sequencing to measure proteins and their complexes from all pairwise combinations of targeted proteins, providing quadratically scaled multiplexing. We validate Prox-seq and analyze a mixture of T cells and B cells to show that it accurately identifies these cell types and detects well-known protein complexes. Next, by studying human peripheral blood mononuclear cells, we discover that naïve CD8 T cells display the protein complex CD8-CD9. Finally, we study protein interactions during Toll-like receptor (TLR) signaling in human macrophages. We observe the formation of signal-specific protein complexes, find CD36 co-receptor activity and additive signal integration under lipopolysaccharide (TLR4) and Pam2CSK4 (TLR2) stimulation, and show that quantification of protein complexes identifies signaling inputs received by macrophages. Prox-seq provides access to an untapped measurement modality for single-cell phenotyping and can discover uncharacterized protein interactions in different cell types.

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References
1.
Grun D, Lyubimova A, Kester L, Wiebrands K, Basak O, Sasaki N . Single-cell messenger RNA sequencing reveals rare intestinal cell types. Nature. 2015; 525(7568):251-5. DOI: 10.1038/nature14966. View

2.
Rizvi A, Camara P, Kandror E, Roberts T, Schieren I, Maniatis T . Single-cell topological RNA-seq analysis reveals insights into cellular differentiation and development. Nat Biotechnol. 2017; 35(6):551-560. PMC: 5569300. DOI: 10.1038/nbt.3854. View

3.
Tay S, Hughey J, Lee T, Lipniacki T, Quake S, Covert M . Single-cell NF-kappaB dynamics reveal digital activation and analogue information processing. Nature. 2010; 466(7303):267-71. PMC: 3105528. DOI: 10.1038/nature09145. View

4.
Soderberg O, Gullberg M, Jarvius M, Ridderstrale K, Leuchowius K, Jarvius J . Direct observation of individual endogenous protein complexes in situ by proximity ligation. Nat Methods. 2006; 3(12):995-1000. DOI: 10.1038/nmeth947. View

5.
Stoeckius M, Hafemeister C, Stephenson W, Houck-Loomis B, Chattopadhyay P, Swerdlow H . Simultaneous epitope and transcriptome measurement in single cells. Nat Methods. 2017; 14(9):865-868. PMC: 5669064. DOI: 10.1038/nmeth.4380. View