scholarly journals SPaRTAN, a computational framework for linking cell-surface receptors to transcriptional regulators

2021 ◽  
Vol 49 (17) ◽  
pp. 9633-9647
Author(s):  
Xiaojun Ma ◽  
Ashwin Somasundaram ◽  
Zengbiao Qi ◽  
Douglas J Hartman ◽  
Harinder Singh ◽  
...  

Abstract The identity and functions of specialized cell types are dependent on the complex interplay between signaling and transcriptional networks. Recently single-cell technologies have been developed that enable simultaneous quantitative analysis of cell-surface receptor expression with transcriptional states. To date, these datasets have not been used to systematically develop cell-context-specific maps of the interface between signaling and transcriptional regulators orchestrating cellular identity and function. We present SPaRTAN (Single-cell Proteomic and RNA based Transcription factor Activity Network), a computational method to link cell-surface receptors to transcription factors (TFs) by exploiting cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) datasets with cis-regulatory information. SPaRTAN is applied to immune cell types in the blood to predict the coupling of signaling receptors with cell context-specific TFs. Selected predictions are validated by prior knowledge and flow cytometry analyses. SPaRTAN is then used to predict the signaling coupled TF states of tumor infiltrating CD8+ T cells in malignant peritoneal and pleural mesotheliomas. SPaRTAN enhances the utility of CITE-seq datasets to uncover TF and cell-surface receptor relationships in diverse cellular states.

Biomolecules ◽  
2021 ◽  
Vol 11 (9) ◽  
pp. 1290 ◽  
Author(s):  
Philippe Youkharibache

The Ig fold has had a remarkable success in vertebrate evolution, with a presence in over 2% of human genes. The Ig fold is not just the elementary structural domain of antibodies and TCRs, it is also at the heart of a staggering 30% of immunologic cell surface receptors, making it a major orchestrator of cell–cell interactions. While BCRs, TCRs, and numerous Ig-based cell surface receptors form homo- or heterodimers on the same cell surface (in cis), many of them interface as ligand-receptors (checkpoints) on interacting cells (in trans) through their Ig domains. New Ig-Ig interfaces are still being discovered between Ig-based cell surface receptors, even in well-known families such as B7. What is largely ignored, however, is that the Ig fold itself is pseudosymmetric, a property that makes the Ig domain a versatile self-associative 3D structure and may, in part, explain its success in evolution, especially through its ability to bind in cis or in trans in the context of cell surface receptor–ligand interactions. In this paper, we review the Ig domains’ tertiary and quaternary pseudosymmetries, with particular attention to the newly identified double Ig fold in the solved CD19 molecular structure to highlight the underlying fundamental folding elements of Ig domains, i.e., Ig protodomains. This pseudosymmetric property of Ig domains gives us a decoding frame of reference to understand the fold, relate all Ig domain forms, single or double, and suggest new protein engineering avenues.


2020 ◽  
Author(s):  
Xiaojun Ma ◽  
Ashwin Somasundaram ◽  
Zengbiao Qi ◽  
Harinder Singh ◽  
Hatice Ulku Osmanbeyoglu

The developmental pathways and functions of specialized cell types are dependent on the complex interplay between signaling and transcriptional networks. We present SPaRTAN (Single-cell Proteomic and RNA based Transcription factor Activity Network), a computational method to link cell-surface receptors to transcription factors (TFs) by exploiting cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) datasets with cis-regulatory information. SPaRTAN is applied to peripheral blood mononuclear cells (PBMCs) to predict the coupling of signaling receptors with cell context-specific TF activities. The predictions are validated by flow cytometry analyses. SPaRTAN is then used to analyze the signaling coupled TF activity states of tumor infiltrating CD8+ T cells in malignant peritoneal and pleural mesotheliomas. SPaRTAN greatly enhances the utility of CITE-seq datasets to probe signaling coupled TF networks that regulate developmental or functional transitions in cellular states.


2021 ◽  
Author(s):  
Philippe Youkharibache

The Ig-fold has had a remarkable success in vertebrate evolution, with a presence in over 2% of human genes. The Ig-fold is not just the elementary structural domain of antibodies and TCRs, it is also at the heart of a staggering 30% of immunologic cell surface receptors, making it a major orchestrator of cell-cell-interactions. While BCRs, TCRs, and numerous Ig-based cell surface receptors form homo or heterodimers on the same cell surface (in cis), many of them interface as ligand-receptors (checkpoints) on interacting cells (in trans) through their Ig domains. New Ig-Ig interfaces are still being discovered between Ig-based cell surface receptors, even in well known families such as B7. What is largely ignored however is that the Ig-fold itself is pseudo-symmetric, a property that makes the Ig-domain a versatile self-associative 3D structure and may in part explain its success in evolution, especially through its ability to bind in cis or in trans in the context of cell surface receptor-ligand interactions. In this paper we review the Ig domains tertiary and quaternary pseudo symmetries, with a particular attention to the newly identified double Ig fold in the solved CD19 molecular structure to highlight the underlying fundamental folding elements of Ig domains, i.e. Ig protodomains. This pseudosymmetric property of Ig domains gives us a decoding frame of reference to understand the fold, relate all Ig-domain forms, single or double, and suggest new protein engineering avenues.


2021 ◽  
Author(s):  
Andi Wangzhou ◽  
Candler Paige ◽  
Pradipta R. Ray ◽  
Gregory Dussor ◽  
Theodore J. Price

AbstractBecause somatosensory PNS neurons, in particular nociceptors, are specially tuned to be able to detect a wide variety of both exogenous and endogenous signals, it is widely assumed that these neurons express a greater variety of receptor genes. Because cells detect such signals via cell surface receptors, we sought to formally test the hypothesis that PNS neurons might express a broader array of cell surface receptors than CNS neurons using existing single cell RNA sequencing resources from mouse. We focused our analysis on ion channels, G-protein coupled receptors (GPCRS), receptor tyrosine kinase and cytokine family receptors. In partial support of our hypothesis, we found that mouse PNS somatosensory, sympathetic and enteric neurons and CNS neurons have similar receptor expression diversity in families of receptors examined, with the exception of GPCRs and cytokine receptors which showed greater diversity in the PNS. Surprisingly, these differences were mostly driven by enteric and sympathetic neurons, not by somatosensory neurons or nociceptors. Secondary analysis revealed many receptors that are very specifically expressed in subsets of PNS neurons, including some that are unique among neurons for nociceptors. Finally, we sought to examine specific ligand-receptor interactions between T cells and PNS and CNS neurons. Again, we noted that most interactions between these cells are shared by CNS and PNS neurons despite the fact that T cells only enter the CNS under rare circumstances. Our findings demonstrate that both PNS and CNS neurons express an astonishing array of cell surface receptors and suggest that most neurons are tuned to receive signals from other cells types, in particular immune cells.


1985 ◽  
Vol 248 (6) ◽  
pp. H907-H913 ◽  
Author(s):  
L. J. Heller ◽  
R. A. Olsson

This study was designed to characterize adenosine's negative chronotropic effect on ventricular pacemakers. The spontaneous beating rate of isolated, isovolumic rat ventricular preparations perfused with Krebs-Henseleit solution decreased as the adenosine concentration was increased [log M effective concentration 50% (EC50) = -5.22 +/- 0.17]. The lack of effect of propranolol or atropine on this adenosine response eliminates the involvement of endogenous neurotransmitters. Support for the involvement of an external cell surface receptor was provided by findings that theophylline and 8-(4-sulfophenyl)theophylline, an analogue thought to act solely at the cell surface, significantly increased the adenosine log M EC50 to -3.94 +/- 0.22 and -3.61 +/- 0.22, respectively. An increase in spontaneous beating rate induced by theophylline, but not by its analogue, was blocked by the addition of propranolol. The relative chronotropic potency of the adenosine analogues R-PIA, S-PIA, and NECA suggests that the cell surface receptors may be of the Ri type. The negative chronotropic effects of adenosine and its analogues occurred at concentrations that had no effect on the developed pressure of the paced preparation. Electrocardiographic evaluations indicate that at high agonist concentrations, there was an abrupt alteration in electrical properties of the preparation, which could be blocked by theophylline and its analogue.


Immunology ◽  
2018 ◽  
Vol 156 (2) ◽  
pp. 136-146 ◽  
Author(s):  
Diana M. Elizondo ◽  
Temesgen E. Andargie ◽  
Naomi L. Haddock ◽  
Thomas A. Boddie ◽  
Michael W. Lipscomb

1991 ◽  
Vol 274 (3) ◽  
pp. 775-780 ◽  
Author(s):  
D S Finbloom

Interferon-gamma (IFN gamma) binds to high-affinity receptors on monocytes and is rapidly internalized. This study investigates the ability of the human monocyte-like cell line, U937, to regulate the cell-surface expression of the IFN gamma receptor (IFN gamma R) during endocytosis of ligand. Recombinant IFN gamma was radiolabelled to high specific radioactivity with Bolton-Hunter reagent and used to enumerate IFN gamma R on treated U937 cells. Cells which had internalized IFN gamma for up to 3 h displayed maximal levels of IFN gamma R at all time points tested after all unlabelled IFN gamma had been acid-stripped from the cell at pH 2.78. Therefore there was no evidence of down-modulation of the receptor. After trypsin treatment of the IFN gamma R, the cells were able to synthesize and insert into the cell membrane up to 1000 IFN gamma R molecules/h after a 60 min lag. Since biosynthesis played a minor role during the first 30 min of endocytosis, I examined other possibilities to explain the lack of down-modulation of the receptor. A solubilized-receptor assay revealed the presence of an intracellular pool of receptors equal to about 25% of the number of cell surface receptors. Using trypsin to differentiate between intracellular and surface receptors, I observed that 43% of those receptors that were internalized after a 30 min exposure to IFN gamma (580 molecules) could be recycled back to the plasma membrane. In addition, equal rates of receptor decay (t1/2 = 5 h) were observed in the presence of cycloheximide with or without IFN gamma. All the data taken together suggest that during the first 30 min of endocytosis both the expression of an intracellular source of receptor and recycling of internalized receptors contribute to maintain optimal receptor expression.


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