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1.
Circ Res ; 134(12): 1681-1702, 2024 Jun 07.
Article En | MEDLINE | ID: mdl-38843288

Throughout our lifetime, each beat of the heart requires the coordinated action of multiple cardiac cell types. Understanding cardiac cell biology, its intricate microenvironments, and the mechanisms that govern their function in health and disease are crucial to designing novel therapeutical and behavioral interventions. Recent advances in single-cell and spatial omics technologies have significantly propelled this understanding, offering novel insights into the cellular diversity and function and the complex interactions of cardiac tissue. This review provides a comprehensive overview of the cellular landscape of the heart, bridging the gap between suspension-based and emerging in situ approaches, focusing on the experimental and computational challenges, comparative analyses of mouse and human cardiac systems, and the rising contextualization of cardiac cells within their niches. As we explore the heart at this unprecedented resolution, integrating insights from both mouse and human studies will pave the way for novel diagnostic tools and therapeutic interventions, ultimately improving outcomes for patients with cardiovascular diseases.


Single-Cell Analysis , Humans , Animals , Single-Cell Analysis/methods , Myocardium/metabolism , Myocardium/pathology , Myocytes, Cardiac/metabolism , Genomics/methods , Mice
2.
Nature ; 619(7971): 801-810, 2023 Jul.
Article En | MEDLINE | ID: mdl-37438528

The function of a cell is defined by its intrinsic characteristics and its niche: the tissue microenvironment in which it dwells. Here we combine single-cell and spatial transcriptomics data to discover cellular niches within eight regions of the human heart. We map cells to microanatomical locations and integrate knowledge-based and unsupervised structural annotations. We also profile the cells of the human cardiac conduction system1. The results revealed their distinctive repertoire of ion channels, G-protein-coupled receptors (GPCRs) and regulatory networks, and implicated FOXP2 in the pacemaker phenotype. We show that the sinoatrial node is compartmentalized, with a core of pacemaker cells, fibroblasts and glial cells supporting glutamatergic signalling. Using a custom CellPhoneDB.org module, we identify trans-synaptic pacemaker cell interactions with glia. We introduce a druggable target prediction tool, drug2cell, which leverages single-cell profiles and drug-target interactions to provide mechanistic insights into the chronotropic effects of drugs, including GLP-1 analogues. In the epicardium, we show enrichment of both IgG+ and IgA+ plasma cells forming immune niches that may contribute to infection defence. Overall, we provide new clarity to cardiac electro-anatomy and immunology, and our suite of computational approaches can be applied to other tissues and organs.


Cellular Microenvironment , Heart , Multiomics , Myocardium , Humans , Cell Communication , Fibroblasts/cytology , Glutamic Acid/metabolism , Heart/anatomy & histology , Heart/innervation , Ion Channels/metabolism , Myocardium/cytology , Myocardium/immunology , Myocardium/metabolism , Myocytes, Cardiac/cytology , Neuroglia/cytology , Pericardium/cytology , Pericardium/immunology , Plasma Cells/immunology , Receptors, G-Protein-Coupled/metabolism , Sinoatrial Node/anatomy & histology , Sinoatrial Node/cytology , Sinoatrial Node/physiology , Heart Conduction System/anatomy & histology , Heart Conduction System/cytology , Heart Conduction System/metabolism
3.
Curr Protoc ; 1(5): e132, 2021 May.
Article En | MEDLINE | ID: mdl-34043278

Both single-cell RNA sequencing (scRNAseq) and single-nucleus RNA sequencing (snRNAseq) can be used to characterize the transcriptional profile of individual cells, and based on these transcriptional profiles, help define cell type distribution in mixed cell populations. However, scRNAseq analyses are confounded if some of the cells are large (>50 µm) or if some of cells adhere more tightly to some adjacent cells than to others. Further, single cell isolation for scRNAseq requires fresh tissue, which may not be available for human or animal model tissues. Additionally, the current enzymatic and mechanical methods for single-cell dissociation can lead to stress-induced transcriptional artifacts. Nuclei for snRNAseq, on the other hand, can be isolated from any cell, regardless of size, and from either fresh or frozen tissues, and compared to whole cells, they are more resistant to mechanical pressures and appear not to exhibit as many cell isolation-based transcriptional artifacts. Here, we describe a time- and cost-effective procedure to isolate nuclei from mammalian cells and tissues. The protocol incorporates steps to mechanically disrupt samples to release nuclei. Compared to conventional nuclei isolation protocols, the approach described here increases overall efficiency, eliminates risk of contaminant exposure, and reduces volumes of expensive reagents. A series of RNA quality control checks are also incorporated to ensure success and reduce costs of subsequent snRNAseq experiments. Nuclei isolated by this procedure can be separated on the 10× Genomics Chromium system for either snRNAseq and/or Single-Nucleus ATAC-Seq (snATAC-Seq), and is also compatible with other single cell platforms. © 2021 Wiley Periodicals LLC. Basic Protocol 1: Sample preparation and quality control check via RNA Isolation and Analysis Basic Protocol 2: Nuclei Isolation.


Cell Nucleus , Solitary Nucleus , Animals , Cell Separation , Disease Models, Animal , Humans , Sequence Analysis, RNA
4.
Nature ; 588(7838): 466-472, 2020 12.
Article En | MEDLINE | ID: mdl-32971526

Cardiovascular disease is the leading cause of death worldwide. Advanced insights into disease mechanisms and therapeutic strategies require a deeper understanding of the molecular processes involved in the healthy heart. Knowledge of the full repertoire of cardiac cells and their gene expression profiles is a fundamental first step in this endeavour. Here, using state-of-the-art analyses of large-scale single-cell and single-nucleus transcriptomes, we characterize six anatomical adult heart regions. Our results highlight the cellular heterogeneity of cardiomyocytes, pericytes and fibroblasts, and reveal distinct atrial and ventricular subsets of cells with diverse developmental origins and specialized properties. We define the complexity of the cardiac vasculature and its changes along the arterio-venous axis. In the immune compartment, we identify cardiac-resident macrophages with inflammatory and protective transcriptional signatures. Furthermore, analyses of cell-to-cell interactions highlight different networks of macrophages, fibroblasts and cardiomyocytes between atria and ventricles that are distinct from those of skeletal muscle. Our human cardiac cell atlas improves our understanding of the human heart and provides a valuable reference for future studies.


Myocardium/cytology , Single-Cell Analysis , Transcriptome , Adipocytes/classification , Adipocytes/metabolism , Adult , Angiotensin-Converting Enzyme 2/analysis , Angiotensin-Converting Enzyme 2/genetics , Angiotensin-Converting Enzyme 2/metabolism , Epithelial Cells/classification , Epithelial Cells/metabolism , Epithelium , Female , Fibroblasts/classification , Fibroblasts/metabolism , Gene Expression Profiling , Genome-Wide Association Study , Heart Atria/anatomy & histology , Heart Atria/cytology , Heart Atria/innervation , Heart Ventricles/anatomy & histology , Heart Ventricles/cytology , Heart Ventricles/innervation , Homeostasis/immunology , Humans , Macrophages/immunology , Macrophages/metabolism , Male , Muscle, Skeletal/cytology , Muscle, Skeletal/metabolism , Myocytes, Cardiac/classification , Myocytes, Cardiac/metabolism , Neurons/classification , Neurons/metabolism , Pericytes/classification , Pericytes/metabolism , Receptors, Coronavirus/analysis , Receptors, Coronavirus/genetics , Receptors, Coronavirus/metabolism , SARS-CoV-2/metabolism , SARS-CoV-2/pathogenicity , Stromal Cells/classification , Stromal Cells/metabolism
5.
Nat Med ; 26(5): 681-687, 2020 05.
Article En | MEDLINE | ID: mdl-32327758

We investigated SARS-CoV-2 potential tropism by surveying expression of viral entry-associated genes in single-cell RNA-sequencing data from multiple tissues from healthy human donors. We co-detected these transcripts in specific respiratory, corneal and intestinal epithelial cells, potentially explaining the high efficiency of SARS-CoV-2 transmission. These genes are co-expressed in nasal epithelial cells with genes involved in innate immunity, highlighting the cells' potential role in initial viral infection, spread and clearance. The study offers a useful resource for further lines of inquiry with valuable clinical samples from COVID-19 patients and we provide our data in a comprehensive, open and user-friendly fashion at www.covid19cellatlas.org.

6.
Sci Signal ; 10(507)2017 Nov 28.
Article En | MEDLINE | ID: mdl-29184031

The channel Orai1 requires Ca2+ store depletion in the endoplasmic reticulum and an interaction with the Ca2+ sensor STIM1 to mediate Ca2+ signaling. Alterations in Orai1-mediated Ca2+ influx have been linked to several pathological conditions including immunodeficiency, tubular myopathy, and cancer. We screened large-scale cancer genomics data sets for dysfunctional Orai1 mutants. Five of the identified Orai1 mutations resulted in constitutively active gating and transcriptional activation. Our analysis showed that certain Orai1 mutations were clustered in the transmembrane 2 helix surrounding the pore, which is a trigger site for Orai1 channel gating. Analysis of the constitutively open Orai1 mutant channels revealed two fundamental gates that enabled Ca2+ influx: Arginine side chains were displaced so they no longer blocked the pore, and a chain of water molecules formed in the hydrophobic pore region. Together, these results enabled us to identify a cluster of Orai1 mutations that trigger Ca2+ permeation associated with gene transcription and provide a gating mechanism for Orai1.


Cell Membrane/metabolism , Ion Channel Gating/genetics , ORAI1 Protein/genetics , Transcriptional Activation/genetics , Animals , Arginine/metabolism , Calcium/metabolism , Drosophila melanogaster , Genomics , HCT116 Cells , HEK293 Cells , Humans , Molecular Dynamics Simulation , Muscular Diseases/metabolism , Mutation , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Neoplasms/metabolism , ORAI1 Protein/metabolism , Patch-Clamp Techniques , Protein Structure, Secondary/genetics , Stromal Interaction Molecule 1/genetics , Stromal Interaction Molecule 1/metabolism
7.
Nat Commun ; 8(1): 91, 2017 07 21.
Article En | MEDLINE | ID: mdl-28733618

Successful formation of electronic interfaces between living cells and semiconductors hinges on being able to obtain an extremely close and high surface-area contact, which preserves both cell viability and semiconductor performance. To accomplish this, we introduce organic semiconductor assemblies consisting of a hierarchical arrangement of nanocrystals. These are synthesised via a colloidal chemical route that transforms the nontoxic commercial pigment quinacridone into various biomimetic three-dimensional arrangements of nanocrystals. Through a tuning of parameters such as precursor concentration, ligands and additives, we obtain complex size and shape control at room temperature. We elaborate hedgehog-shaped crystals comprising nanoscale needles or daggers that form intimate interfaces with the cell membrane, minimising the cleft with single cells without apparent detriment to viability. Excitation of such interfaces with light leads to effective cellular photostimulation. We find reversible light-induced conductance changes in ion-selective or temperature-gated channels.Nanomaterials that form a bioelectronic interface with cells are fascinating tools for controlling cellular behavior. Here, the authors photostimulate single cells with spiky assemblies of semiconducting quinacridone nanocrystals, whose nanoscale needles maximize electronic contact with the cells.

8.
Sci Signal ; 8(408): ra131, 2015 12 22.
Article En | MEDLINE | ID: mdl-26696631

The Ca(2+) release-activated Ca(2+) channel mediates Ca(2+) influx in a plethora of cell types, thereby controlling diverse cellular functions. The channel complex is composed of stromal interaction molecule 1 (STIM1), an endoplasmic reticulum Ca(2+)-sensing protein, and Orai1, a plasma membrane Ca(2+) channel. Channels composed of STIM1 and Orai1 mediate Ca(2+) influx even at low extracellular Ca(2+) concentrations. We investigated whether the activity of Orai1 adapted to different environmental Ca(2+) concentrations. We used homology modeling and molecular dynamics simulations to predict the presence of an extracellular Ca(2+)-accumulating region (CAR) at the pore entrance of Orai1. Furthermore, simulations of Orai1 proteins with mutations in CAR, along with live-cell experiments, or simulations and electrophysiological recordings of the channel with transient, electrostatic loop3 interacting with loop1 (the site of CAR) determined that CAR enhanced Ca(2+) permeation most efficiently at low external Ca(2+) concentrations. Consistent with these results, cells expressing Orai1 CAR mutants exhibited impaired gene expression stimulated by the Ca(2+)-activated transcription factor nuclear factor of activated T cells (NFAT). We propose that the Orai1 channel architecture with a close proximity of CAR to the selectivity filter, which enables Ca(2+)-selective ion permeation, enhances the local extracellular Ca(2+) concentration to maintain Ca(2+)-dependent gene regulation even in environments with relatively low Ca(2+)concentrations.


Calcium/metabolism , Cell Membrane Permeability/physiology , Drosophila Proteins , Membrane Proteins , Transcription, Genetic/physiology , Animals , Drosophila Proteins/chemistry , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Drosophila melanogaster , HEK293 Cells , Humans , Ion Transport/physiology , Membrane Proteins/chemistry , Membrane Proteins/genetics , Membrane Proteins/metabolism , ORAI1 Protein , Protein Structure, Secondary , Stromal Interaction Molecule 1
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