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1.
Cell ; 186(1): 194-208.e18, 2023 01 05.
Artigo em Inglês | MEDLINE | ID: mdl-36580914

RESUMO

The diversity and complex organization of cells in the brain have hindered systematic characterization of age-related changes in its cellular and molecular architecture, limiting our ability to understand the mechanisms underlying its functional decline during aging. Here, we generated a high-resolution cell atlas of brain aging within the frontal cortex and striatum using spatially resolved single-cell transcriptomics and quantified changes in gene expression and spatial organization of major cell types in these regions over the mouse lifespan. We observed substantially more pronounced changes in cell state, gene expression, and spatial organization of non-neuronal cells over neurons. Our data revealed molecular and spatial signatures of glial and immune cell activation during aging, particularly enriched in the subcortical white matter, and identified both similarities and notable differences in cell-activation patterns induced by aging and systemic inflammatory challenge. These results provide critical insights into age-related decline and inflammation in the brain.


Assuntos
Envelhecimento , Substância Branca , Camundongos , Animais , Envelhecimento/genética , Encéfalo/metabolismo , Neuroglia , Longevidade , Transcriptoma , Análise de Célula Única
2.
Cell ; 185(23): 4448-4464.e17, 2022 11 10.
Artigo em Inglês | MEDLINE | ID: mdl-36272405

RESUMO

The recent development of spatial omics methods has enabled single-cell profiling of the transcriptome and 3D genome organization with high spatial resolution. Expanding the repertoire of spatial omics tools, a spatially resolved single-cell epigenomics method will accelerate understanding of the spatial regulation of cell and tissue functions. Here, we report a method for spatially resolved epigenomic profiling of single cells using in situ tagmentation and transcription followed by multiplexed imaging. We demonstrated the ability to profile histone modifications marking active promoters, putative enhancers, and silent promoters in individual cells, and generated high-resolution spatial atlas of hundreds of active promoters and putative enhancers in embryonic and adult mouse brains. Our results suggested putative promoter-enhancer pairs and enhancer hubs regulating developmentally important genes. We envision this approach will be generally applicable to spatial profiling of epigenetic modifications and DNA-binding proteins, advancing our understanding of how gene expression is spatiotemporally regulated by the epigenome.


Assuntos
Epigenômica , Código das Histonas , Camundongos , Animais , Regiões Promotoras Genéticas , Epigênese Genética , Transcriptoma , Elementos Facilitadores Genéticos , Cromatina
3.
Cell ; 182(6): 1641-1659.e26, 2020 09 17.
Artigo em Inglês | MEDLINE | ID: mdl-32822575

RESUMO

The 3D organization of chromatin regulates many genome functions. Our understanding of 3D genome organization requires tools to directly visualize chromatin conformation in its native context. Here we report an imaging technology for visualizing chromatin organization across multiple scales in single cells with high genomic throughput. First we demonstrate multiplexed imaging of hundreds of genomic loci by sequential hybridization, which allows high-resolution conformation tracing of whole chromosomes. Next we report a multiplexed error-robust fluorescence in situ hybridization (MERFISH)-based method for genome-scale chromatin tracing and demonstrate simultaneous imaging of more than 1,000 genomic loci and nascent transcripts of more than 1,000 genes together with landmark nuclear structures. Using this technology, we characterize chromatin domains, compartments, and trans-chromosomal interactions and their relationship to transcription in single cells. We envision broad application of this high-throughput, multi-scale, and multi-modal imaging technology, which provides an integrated view of chromatin organization in its native structural and functional context.


Assuntos
Núcleo Celular/metabolismo , Cromatina/metabolismo , Cromossomos Humanos/metabolismo , Ensaios de Triagem em Larga Escala/métodos , Hibridização in Situ Fluorescente/métodos , Análise de Célula Única/métodos , Algoritmos , Linhagem Celular , Núcleo Celular/genética , Cromatina/genética , Cromossomos Humanos/genética , DNA/genética , DNA/metabolismo , Genômica , Humanos , Processamento de Imagem Assistida por Computador , Conformação Molecular , Imagem Multimodal , Região Organizadora do Nucléolo/genética , Região Organizadora do Nucléolo/metabolismo , RNA/genética , RNA/metabolismo , Software
4.
Cell ; 186(10): 2275-2279, 2023 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-37172568
5.
Cell ; 165(4): 990-1001, 2016 May 05.
Artigo em Inglês | MEDLINE | ID: mdl-27153499

RESUMO

Translation is under tight spatial and temporal controls to ensure protein production in the right time and place in cells. Methods that allow real-time, high-resolution visualization of translation in live cells are essential for understanding the spatiotemporal dynamics of translation regulation. Based on multivalent fluorescence amplification of the nascent polypeptide signal, we develop a method to image translation on individual mRNA molecules in real time in live cells, allowing direct visualization of translation events at the translation sites. Using this approach, we monitor transient changes of translation dynamics in responses to environmental stresses, capture distinct mobilities of individual polysomes in different subcellular compartments, and detect 3' UTR-dependent local translation and active transport of polysomes in dendrites of primary neurons.


Assuntos
Imagem Óptica/métodos , Biossíntese de Proteínas , RNA Mensageiro/metabolismo , Animais , Dendritos/metabolismo , Humanos , Polirribossomos/metabolismo , Biossíntese de Proteínas/efeitos dos fármacos , Inibidores da Síntese de Proteínas/farmacologia , RNA Mensageiro/química
6.
Cell ; 163(2): 493-505, 2015 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-26435106

RESUMO

As a basic functional unit in neural circuits, each neuron integrates input signals from hundreds to thousands of synapses. Knowledge of the synaptic input fields of individual neurons, including the identity, strength, and location of each synapse, is essential for understanding how neurons compute. Here, we developed a volumetric super-resolution reconstruction platform for large-volume imaging and automated segmentation of neurons and synapses with molecular identity information. We used this platform to map inhibitory synaptic input fields of On-Off direction-selective ganglion cells (On-Off DSGCs), which are important for computing visual motion direction in the mouse retina. The reconstructions of On-Off DSGCs showed a GABAergic, receptor subtype-specific input field for generating direction selective responses without significant glycinergic inputs for mediating monosynaptic crossover inhibition. These results demonstrate unique capabilities of this super-resolution platform for interrogating neural circuitry.


Assuntos
Neurônios/citologia , Imagem Óptica/métodos , Sinapses/metabolismo , Animais , Encéfalo/citologia , Proteínas de Transporte , Imuno-Histoquímica , Proteínas de Membrana , Camundongos , Rede Nervosa , Vias Neurais , Receptores de GABA/metabolismo , Receptores de Glicina/metabolismo , Células Ganglionares da Retina/metabolismo , Neurônios Retinianos/metabolismo
7.
Cell ; 157(4): 808-22, 2014 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-24813608

RESUMO

Spermatozoa must leave one organism, navigate long distances, and deliver their paternal DNA into a mature egg. For successful navigation and delivery, a sperm-specific calcium channel is activated in the mammalian flagellum. The genes encoding this channel (CatSpers) appear first in ancient uniflagellates, suggesting that sperm use adaptive strategies developed long ago for single-cell navigation. Here, using genetics, super-resolution fluorescence microscopy, and phosphoproteomics, we investigate the CatSper-dependent mechanisms underlying this flagellar switch. We find that the CatSper channel is required for four linear calcium domains that organize signaling proteins along the flagella. This unique structure focuses tyrosine phosphorylation in time and space as sperm acquire the capacity to fertilize. In heterogeneous sperm populations, we find unique molecular phenotypes, but only sperm with intact CatSper domains that organize time-dependent and spatially specific protein tyrosine phosphorylation successfully migrate. These findings illuminate flagellar adaptation, signal transduction cascade organization, and fertility.


Assuntos
Sinalização do Cálcio , Motilidade dos Espermatozoides , Cauda do Espermatozoide/metabolismo , Cauda do Espermatozoide/ultraestrutura , Animais , Axonema/metabolismo , Canais de Cálcio/genética , Canais de Cálcio/metabolismo , Feminino , Fertilização , Masculino , Camundongos , Microscopia de Fluorescência , Fosforilação , Cauda do Espermatozoide/química , Tirosina/metabolismo
8.
Nature ; 624(7991): 343-354, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38092912

RESUMO

In mammalian brains, millions to billions of cells form complex interaction networks to enable a wide range of functions. The enormous diversity and intricate organization of cells have impeded our understanding of the molecular and cellular basis of brain function. Recent advances in spatially resolved single-cell transcriptomics have enabled systematic mapping of the spatial organization of molecularly defined cell types in complex tissues1-3, including several brain regions (for example, refs. 1-11). However, a comprehensive cell atlas of the whole brain is still missing. Here we imaged a panel of more than 1,100 genes in approximately 10 million cells across the entire adult mouse brains using multiplexed error-robust fluorescence in situ hybridization12 and performed spatially resolved, single-cell expression profiling at the whole-transcriptome scale by integrating multiplexed error-robust fluorescence in situ hybridization and single-cell RNA sequencing data. Using this approach, we generated a comprehensive cell atlas of more than 5,000 transcriptionally distinct cell clusters, belonging to more than 300 major cell types, in the whole mouse brain with high molecular and spatial resolution. Registration of this atlas to the mouse brain common coordinate framework allowed systematic quantifications of the cell-type composition and organization in individual brain regions. We further identified spatial modules characterized by distinct cell-type compositions and spatial gradients featuring gradual changes of cells. Finally, this high-resolution spatial map of cells, each with a transcriptome-wide expression profile, allowed us to infer cell-type-specific interactions between hundreds of cell-type pairs and predict molecular (ligand-receptor) basis and functional implications of these cell-cell interactions. These results provide rich insights into the molecular and cellular architecture of the brain and a foundation for functional investigations of neural circuits and their dysfunction in health and disease.


Assuntos
Encéfalo , Análise da Expressão Gênica de Célula Única , Animais , Camundongos , Encéfalo/citologia , Comunicação Celular , Perfilação da Expressão Gênica , Hibridização in Situ Fluorescente/métodos , Ligantes , Vias Neurais , Transcriptoma
9.
Cell ; 155(2): 345-356, 2013 Oct 10.
Artigo em Inglês | MEDLINE | ID: mdl-24120135

RESUMO

We have applied a super-resolution fluorescence imaging method, stochastic optical reconstruction microscopy (STORM), to visualize the structure of functional telomeres and telomeres rendered dysfunctional through removal of shelterin proteins. The STORM images showed that functional telomeres frequently exhibit a t-loop configuration. Conditional deletion of individual components of shelterin showed that TRF2 was required for the formation and/or maintenance of t-loops, whereas deletion of TRF1, Rap1, or the POT1 proteins (POT1a and POT1b) had no effect on the frequency of t-loop occurrence. Within the shelterin complex, TRF2 uniquely serves to protect telomeres from two pathways that are initiated on free DNA ends: classical nonhomologous end-joining (NHEJ) and ATM-dependent DNA damage signaling. The TRF2-dependent remodeling of telomeres into t-loop structures, which sequester the ends of chromosomes, can explain why NHEJ and the ATM signaling pathway are repressed when TRF2 is present.


Assuntos
Telômero/metabolismo , Proteína 2 de Ligação a Repetições Teloméricas/metabolismo , Animais , Proteínas de Ligação a DNA/metabolismo , Fibroblastos/metabolismo , Camundongos , Microscopia de Fluorescência , Complexo Shelterina , Proteínas de Ligação a Telômeros
10.
Cell ; 152(3): 442-52, 2013 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-23374341

RESUMO

ISWI-family enzymes remodel chromatin by sliding nucleosomes along DNA, but the nucleosome translocation mechanism remains unclear. Here we use single-molecule FRET to probe nucleosome translocation by ISWI-family remodelers. Distinct ISWI-family members translocate nucleosomes with a similar stepping pattern maintained by the catalytic subunit of the enzyme. Nucleosome remodeling begins with a 7 bp step of DNA translocation followed by 3 bp subsequent steps toward the exit side of nucleosomes. These multi-bp, compound steps are comprised of 1 bp substeps. DNA movement on the entry side of the nucleosome occurs only after 7 bp of exit-side translocation, and each entry-side step draws in a 3 bp equivalent of DNA that allows three additional base pairs to be moved to the exit side. Our results suggest a remodeling mechanism with well-defined coordination at different nucleosomal sites featuring DNA translocation toward the exit side in 1 bp steps preceding multi-bp steps of DNA movement on the entry side.


Assuntos
Adenosina Trifosfatases/metabolismo , Proteínas de Ligação a DNA/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Fatores de Transcrição/metabolismo , Adenosina Trifosfatases/genética , Adenosina Trifosfatases/isolamento & purificação , Trifosfato de Adenosina/metabolismo , Pareamento de Bases , Montagem e Desmontagem da Cromatina , DNA/química , DNA/metabolismo , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/isolamento & purificação , Transferência Ressonante de Energia de Fluorescência , Hidrólise , Nucleossomos , Saccharomyces cerevisiae , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/isolamento & purificação , Fatores de Transcrição/genética , Fatores de Transcrição/isolamento & purificação
11.
Nature ; 606(7916): 937-944, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35676482

RESUMO

During infection, animals exhibit adaptive changes in physiology and behaviour aimed at increasing survival. Although many causes of infection exist, they trigger similar stereotyped symptoms such as fever, warmth-seeking, loss of appetite and fatigue1,2. Yet exactly how the nervous system alters body temperature and triggers sickness behaviours to coordinate responses to infection remains unknown. Here we identify a previously uncharacterized population of neurons in the ventral medial preoptic area (VMPO) of the hypothalamus that are activated after sickness induced by lipopolysaccharide (LPS) or polyinosinic:polycytidylic acid. These neurons are crucial for generating a fever response and other sickness symptoms such as warmth-seeking and loss of appetite. Single-nucleus RNA-sequencing and multiplexed error-robust fluorescence in situ hybridization uncovered the identity and distribution of LPS-activated VMPO (VMPOLPS) neurons and non-neuronal cells. Gene expression and electrophysiological measurements implicate a paracrine mechanism in which the release of immune signals by non-neuronal cells during infection activates nearby VMPOLPS neurons. Finally, we show that VMPOLPS neurons exert a broad influence on the activity of brain areas associated with behavioural and homeostatic functions and are synaptically and functionally connected to circuit nodes controlling body temperature and appetite. Together, these results uncover VMPOLPS neurons as a control hub that integrates immune signals to orchestrate multiple sickness symptoms in response to infection.


Assuntos
Apetite , Febre , Infecções , Neurônios , Área Pré-Óptica , Animais , Apetite/efeitos dos fármacos , Depressores do Apetite/farmacologia , Febre/induzido quimicamente , Febre/fisiopatologia , Hibridização in Situ Fluorescente , Infecções/induzido quimicamente , Infecções/fisiopatologia , Lipopolissacarídeos , Neurônios/efeitos dos fármacos , Comunicação Parácrina , Poli I-C , Área Pré-Óptica/citologia , Área Pré-Óptica/efeitos dos fármacos , Área Pré-Óptica/fisiologia
12.
Mol Cell ; 78(1): 96-111.e6, 2020 04 02.
Artigo em Inglês | MEDLINE | ID: mdl-32105612

RESUMO

Current models suggest that chromosome domains segregate into either an active (A) or inactive (B) compartment. B-compartment chromatin is physically separated from the A compartment and compacted by the nuclear lamina. To examine these models in the developmental context of C. elegans embryogenesis, we undertook chromosome tracing to map the trajectories of entire autosomes. Early embryonic chromosomes organized into an unconventional barbell-like configuration, with two densely folded B compartments separated by a central A compartment. Upon gastrulation, this conformation matured into conventional A/B compartments. We used unsupervised clustering to uncover subpopulations with differing folding properties and variable positioning of compartment boundaries. These conformations relied on tethering to the lamina to stretch the chromosome; detachment from the lamina compacted, and allowed intermingling between, A/B compartments. These findings reveal the diverse conformations of early embryonic chromosomes and uncover a previously unappreciated role for the lamina in systemic chromosome stretching.


Assuntos
Caenorhabditis elegans/genética , Cromossomos/química , Lâmina Nuclear/fisiologia , Animais , Caenorhabditis elegans/embriologia , Cromossomos/ultraestrutura , Embrião não Mamífero/ultraestrutura , Gastrulação/genética , Hibridização in Situ Fluorescente , Conformação Molecular
13.
Nature ; 598(7879): 137-143, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34616063

RESUMO

A mammalian brain is composed of numerous cell types organized in an intricate manner to form functional neural circuits. Single-cell RNA sequencing allows systematic identification of cell types based on their gene expression profiles and has revealed many distinct cell populations in the brain1,2. Single-cell epigenomic profiling3,4 further provides information on gene-regulatory signatures of different cell types. Understanding how different cell types contribute to brain function, however, requires knowledge of their spatial organization and connectivity, which is not preserved in sequencing-based methods that involve cell dissociation. Here we used a single-cell transcriptome-imaging method, multiplexed error-robust fluorescence in situ hybridization (MERFISH)5, to generate a molecularly defined and spatially resolved cell atlas of the mouse primary motor cortex. We profiled approximately 300,000 cells in the mouse primary motor cortex and its adjacent areas, identified 95 neuronal and non-neuronal cell clusters, and revealed a complex spatial map in which not only excitatory but also most inhibitory neuronal clusters adopted laminar organizations. Intratelencephalic neurons formed a largely continuous gradient along the cortical depth axis, in which the gene expression of individual cells correlated with their cortical depths. Furthermore, we integrated MERFISH with retrograde labelling to probe projection targets of neurons of the mouse primary motor cortex and found that their cortical projections formed a complex network in which individual neuronal clusters project to multiple target regions and individual target regions receive inputs from multiple neuronal clusters.


Assuntos
Hibridização in Situ Fluorescente , Córtex Motor/citologia , Neurônios/classificação , Neurônios/metabolismo , Análise de Célula Única , Transcriptoma , Animais , Atlas como Assunto , Neurônios GABAérgicos/citologia , Neurônios GABAérgicos/metabolismo , Perfilação da Expressão Gênica , Glutamatos/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Córtex Motor/anatomia & histologia , Neurônios/citologia , Especificidade de Órgãos
14.
Cell ; 143(7): 1047-58, 2010 Dec 23.
Artigo em Inglês | MEDLINE | ID: mdl-21168201

RESUMO

Anyone who has used a light microscope has wished that its resolution could be a little better. Now, after centuries of gradual improvements, fluorescence microscopy has made a quantum leap in its resolving power due, in large part, to advancements over the past several years in a new area of research called super-resolution fluorescence microscopy. In this Primer, we explain the principles of various super-resolution approaches, such as STED, (S)SIM, and STORM/(F)PALM. Then, we describe recent applications of super-resolution microscopy in cells, which demonstrate how these approaches are beginning to provide new insights into cell biology, microbiology, and neurobiology.


Assuntos
Microscopia de Fluorescência/métodos , Animais , Técnicas Citológicas/instrumentação , Técnicas Citológicas/métodos , Humanos , Microscopia de Fluorescência/instrumentação
15.
Nature ; 572(7767): 136-140, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31316204

RESUMO

Many genome-processing reactions, including transcription, replication and repair, generate DNA rotation. Methods that directly measure DNA rotation, such as rotor bead tracking1-3, angular optical trapping4 and magnetic tweezers5, have helped to unravel the action mechanisms of a range of genome-processing enzymes that includes RNA polymerase (RNAP)6, gyrase2, a viral DNA packaging motor7 and DNA recombination enzymes8. Despite the potential of rotation measurements to transform our understanding of genome-processing reactions, measuring DNA rotation remains a difficult task. The time resolution of existing methods is insufficient for tracking the rotation induced by many enzymes under physiological conditions, and the measurement throughput is typically low. Here we introduce origami-rotor-based imaging and tracking (ORBIT), a method that uses fluorescently labelled DNA origami rotors to track DNA rotation at the single-molecule level with a time resolution of milliseconds. We used ORBIT to track the DNA rotations that result from unwinding by the RecBCD complex, a helicase that is involved in DNA repair9, as well as from transcription by RNAP. We characterized a series of events that occur during RecBCD-induced DNA unwinding-including initiation, processive translocation, pausing and backtracking-and revealed an initiation mechanism that involves reversible ATP-independent DNA unwinding and engagement of the RecB motor. During transcription by RNAP, we directly observed rotational steps that correspond to the unwinding of single base pairs. We envisage that ORBIT will enable studies of a wide range of interactions between proteins and DNA.


Assuntos
DNA/análise , DNA/metabolismo , Exodesoxirribonuclease V/metabolismo , Genoma/genética , Conformação de Ácido Nucleico , Rotação , Pareamento de Bases , DNA/química , Quebras de DNA de Cadeia Dupla , DNA Helicases/metabolismo , RNA Polimerases Dirigidas por DNA/metabolismo , Transcrição Gênica
16.
Annu Rev Biochem ; 78: 993-1016, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19489737

RESUMO

Achieving a spatial resolution that is not limited by the diffraction of light, recent developments of super-resolution fluorescence microscopy techniques allow the observation of many biological structures not resolvable in conventional fluorescence microscopy. New advances in these techniques now give them the ability to image three-dimensional (3D) structures, measure interactions by multicolor colocalization, and record dynamic processes in living cells at the nanometer scale. It is anticipated that super-resolution fluorescence microscopy will become a widely used tool for cell and tissue imaging to provide previously unobserved details of biological structures and processes.


Assuntos
Microscopia de Fluorescência/métodos , Técnicas Citológicas , Humanos , Imageamento Tridimensional , Microscopia de Fluorescência/instrumentação
17.
Genes Dev ; 31(6): 578-589, 2017 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-28381412

RESUMO

Telomeres are protected by shelterin, a six-subunit protein complex that represses the DNA damage response (DDR) at chromosome ends. Extensive data suggest that TRF2 in shelterin remodels telomeres into the t-loop structure, thereby hiding telomere ends from double-stranded break repair and ATM signaling, whereas POT1 represses ATR signaling by excluding RPA. An alternative protection mechanism was suggested recently by which shelterin subunits TRF1, TRF2, and TIN2 mediate telomeric chromatin compaction, which was proposed to minimize access of DDR factors. We performed superresolution imaging of telomeres in mouse cells after conditional deletion of TRF1, TRF2, or both, the latter of which results in the complete loss of shelterin. Upon removal of TRF1 or TRF2, we observed only minor changes in the telomere volume in most of our experiments. Upon codeletion of TRF1 and TRF2, the telomere volume increased by varying amounts, but even those samples exhibiting small changes in telomere volume showed DDR at nearly all telomeres. Upon shelterin removal, telomeres underwent 53BP1-dependent clustering, potentially explaining at least in part the apparent increase in telomere volume. Furthermore, chromatin accessibility, as determined by ATAC-seq (assay for transposase-accessible chromatin [ATAC] with high-throughput sequencing), was not substantially altered by shelterin removal. These results suggest that the DDR induced by shelterin removal does not require substantial telomere decompaction.


Assuntos
Dano ao DNA , Telômero/ultraestrutura , Proteína 1 de Ligação a Repetições Teloméricas/fisiologia , Proteína 2 de Ligação a Repetições Teloméricas/fisiologia , Animais , Células Cultivadas , Cromatina/fisiologia , Camundongos , Microscopia de Fluorescência , Proteína 1 de Ligação à Proteína Supressora de Tumor p53/fisiologia
18.
Genome Res ; 31(10): 1843-1855, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34035045

RESUMO

Recent technological advances have enabled spatially resolved measurements of expression profiles for hundreds to thousands of genes in fixed tissues at single-cell resolution. However, scalable computational analysis methods able to take into consideration the inherent 3D spatial organization of cell types and nonuniform cellular densities within tissues are still lacking. To address this, we developed MERINGUE, a computational framework based on spatial autocorrelation and cross-correlation analysis to identify genes with spatially heterogeneous expression patterns, infer putative cell-cell communication, and perform spatially informed cell clustering in 2D and 3D in a density-agnostic manner using spatially resolved transcriptomic data. We applied MERINGUE to a variety of spatially resolved transcriptomic data sets including multiplexed error-robust fluorescence in situ hybridization (MERFISH), spatial transcriptomics, Slide-seq, and aligned in situ hybridization (ISH) data. We anticipate that such statistical analysis of spatially resolved transcriptomic data will facilitate our understanding of the interplay between cell state and spatial organization in tissue development and disease.


Assuntos
Análise de Célula Única , Transcriptoma , Perfilação da Expressão Gênica/métodos , Hibridização in Situ Fluorescente/métodos , Análise de Célula Única/métodos
19.
Nat Methods ; 18(11): 1352-1362, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34711971

RESUMO

Charting an organs' biological atlas requires us to spatially resolve the entire single-cell transcriptome, and to relate such cellular features to the anatomical scale. Single-cell and single-nucleus RNA-seq (sc/snRNA-seq) can profile cells comprehensively, but lose spatial information. Spatial transcriptomics allows for spatial measurements, but at lower resolution and with limited sensitivity. Targeted in situ technologies solve both issues, but are limited in gene throughput. To overcome these limitations we present Tangram, a method that aligns sc/snRNA-seq data to various forms of spatial data collected from the same region, including MERFISH, STARmap, smFISH, Spatial Transcriptomics (Visium) and histological images. Tangram can map any type of sc/snRNA-seq data, including multimodal data such as those from SHARE-seq, which we used to reveal spatial patterns of chromatin accessibility. We demonstrate Tangram on healthy mouse brain tissue, by reconstructing a genome-wide anatomically integrated spatial map at single-cell resolution of the visual and somatomotor areas.


Assuntos
Encéfalo/metabolismo , Cromatina/genética , Aprendizado Profundo , Regulação da Expressão Gênica , Análise de Célula Única/métodos , Software , Transcriptoma , Animais , Cromatina/química , Cromatina/metabolismo , Feminino , Perfilação da Expressão Gênica , Masculino , Camundongos , Camundongos Endogâmicos C57BL , RNA-Seq , Sequências Reguladoras de Ácido Nucleico
20.
J Aging Soc Policy ; 35(5): 705-721, 2023 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-36827510

RESUMO

In 2016, China launched long-term care insurance (LTCI) pilot programs in 15 cities across the country. In this Commentary, we provide an overview of these pilots regarding the target insured population, sources of financing, beneficiary eligibility criteria, and benefit design. We offer perspectives on the strengths and limitations, implementation challenges, and future prospects of these ongoing pilots. Also, we highlight the needs for addressing several key policy issues and challenges before further expanding these programs toward national implementation. These include solidifying the LTCI financing pool for independence and self-sustainability, balancing national priorities and local needs in LTCI design, reducing coverage gaps and disparities, ensuring quality of care through pay-for-performance and regulatory oversight, and strengthening independent evaluation of LTCI implementation and impacts.


China is piloting public social insurance as its core long-term care financing strategy.Current long-term care insurance pilots vary greatly in program design across pilot sites.Long-term care insurance financing should move away from current over-reliance on existing health insurance funds toward independence and self-sustainability.While balancing national priorities, it is essential to design and implement appropriate long-term care insurance programs locally.China should dedicate time and resources to allow for sufficient policy learning, adaption, and evaluation through ongoing pilot programs.

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