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1.
Nature ; 608(7924): 733-740, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35978187

RESUMO

Single-cell transcriptomics (scRNA-seq) has greatly advanced our ability to characterize cellular heterogeneity1. However, scRNA-seq requires lysing cells, which impedes further molecular or functional analyses on the same cells. Here, we established Live-seq, a single-cell transcriptome profiling approach that preserves cell viability during RNA extraction using fluidic force microscopy2,3, thus allowing to couple a cell's ground-state transcriptome to its downstream molecular or phenotypic behaviour. To benchmark Live-seq, we used cell growth, functional responses and whole-cell transcriptome read-outs to demonstrate that Live-seq can accurately stratify diverse cell types and states without inducing major cellular perturbations. As a proof of concept, we show that Live-seq can be used to directly map a cell's trajectory by sequentially profiling the transcriptomes of individual macrophages before and after lipopolysaccharide (LPS) stimulation, and of adipose stromal cells pre- and post-differentiation. In addition, we demonstrate that Live-seq can function as a transcriptomic recorder by preregistering the transcriptomes of individual macrophages that were subsequently monitored by time-lapse imaging after LPS exposure. This enabled the unsupervised, genome-wide ranking of genes on the basis of their ability to affect macrophage LPS response heterogeneity, revealing basal Nfkbia expression level and cell cycle state as important phenotypic determinants, which we experimentally validated. Thus, Live-seq can address a broad range of biological questions by transforming scRNA-seq from an end-point to a temporal analysis approach.


Assuntos
Sobrevivência Celular , Perfilação da Expressão Gênica , Macrófagos , RNA-Seq , Análise de Célula Única , Transcriptoma , Tecido Adiposo/citologia , Ciclo Celular/efeitos dos fármacos , Ciclo Celular/genética , Diferenciação Celular , Perfilação da Expressão Gênica/métodos , Perfilação da Expressão Gênica/normas , Genoma/efeitos dos fármacos , Genoma/genética , Lipopolissacarídeos/imunologia , Lipopolissacarídeos/farmacologia , Macrófagos/citologia , Macrófagos/efeitos dos fármacos , Macrófagos/imunologia , Macrófagos/metabolismo , Inibidor de NF-kappaB alfa/genética , Especificidade de Órgãos , Fenótipo , RNA/genética , RNA/isolamento & purificação , RNA-Seq/métodos , RNA-Seq/normas , Reprodutibilidade dos Testes , Análise de Sequência de RNA/métodos , Análise de Sequência de RNA/normas , Análise de Célula Única/métodos , Células Estromais/citologia , Células Estromais/metabolismo , Fatores de Tempo , Transcriptoma/genética
2.
EMBO J ; 41(18): e108206, 2022 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-35996853

RESUMO

Adipose stem and precursor cells (ASPCs) give rise to adipocytes and determine the composition and plasticity of adipose tissue. Recently, several studies have demonstrated that ASPCs partition into at least three distinct cell subpopulations, including the enigmatic CD142+ cells. An outstanding challenge is to functionally characterise this population, as discrepant properties, from adipogenic to non- and anti-adipogenic, have been reported for these cells. To resolve these phenotypic ambiguities, we characterised mammalian subcutaneous CD142+ ASPCs across various experimental conditions, demonstrating that CD142+ ASPCs exhibit high molecular and phenotypic robustness. Specifically, we find these cells to be firmly non- and anti-adipogenic both in vitro and in vivo, with their inhibitory signals also impacting adipogenic human cells. However, these CD142+ ASPC-specific properties exhibit surprising temporal phenotypic alterations, and emerge only in an age-dependent manner. Finally, using multi-omic and functional assays, we show that the inhibitory nature of these adipogenesis-regulatory CD142+ ASPCs (Aregs) is driven by specifically expressed secretory factors that cooperate with the retinoic acid signalling pathway to transform the adipogenic state of CD142- ASPCs into a non-adipogenic, Areg-like state.


Assuntos
Adipogenia , Tretinoína , Adipócitos/metabolismo , Tecido Adiposo , Anfirregulina/metabolismo , Animais , Diferenciação Celular , Humanos , Mamíferos , Transdução de Sinais , Tretinoína/farmacologia
3.
Nat Methods ; 14(3): 316-322, 2017 03.
Artigo em Inglês | MEDLINE | ID: mdl-28092692

RESUMO

Resolving the DNA-binding specificities of transcription factors (TFs) is of critical value for understanding gene regulation. Here, we present a novel, semiautomated protein-DNA interaction characterization technology, selective microfluidics-based ligand enrichment followed by sequencing (SMiLE-seq). SMiLE-seq is neither limited by DNA bait length nor biased toward strong affinity binders; it probes the DNA-binding properties of TFs over a wide affinity range in a fast and cost-effective fashion. We validated SMiLE-seq by analyzing 58 full-length human, mouse, and Drosophila TFs from distinct structural classes. All tested TFs yielded DNA-binding models with predictive power comparable to or greater than that of other in vitro assays. De novo motif discovery on all JUN-FOS heterodimers and several nuclear receptor-TF complexes provided novel insights into partner-specific heterodimer DNA-binding preferences. We also successfully analyzed the DNA-binding properties of uncharacterized human C2H2 zinc-finger proteins and validated several using ChIP-exo.


Assuntos
Dedos de Zinco CYS2-HIS2/fisiologia , Proteínas de Ligação a DNA/metabolismo , DNA/metabolismo , Proteínas Quinases JNK Ativadas por Mitógeno/metabolismo , Proteínas Proto-Oncogênicas c-fos/metabolismo , Fatores de Transcrição/metabolismo , Animais , Sítios de Ligação/genética , Biologia Computacional , Drosophila/genética , Regulação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Proteínas Quinases JNK Ativadas por Mitógeno/genética , Camundongos , Microfluídica/métodos , Proteínas Proto-Oncogênicas c-fos/genética , Análise de Sequência de DNA/métodos
4.
Cell Metab ; 36(7): 1566-1585.e9, 2024 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-38729152

RESUMO

Adipose tissue plasticity is orchestrated by molecularly and functionally diverse cells within the stromal vascular fraction (SVF). Although several mouse and human adipose SVF cellular subpopulations have by now been identified, we still lack an understanding of the cellular and functional variability of adipose stem and progenitor cell (ASPC) populations across human fat depots. To address this, we performed single-cell and bulk RNA sequencing (RNA-seq) analyses of >30 SVF/Lin- samples across four human adipose depots, revealing two ubiquitous human ASPC (hASPC) subpopulations with distinct proliferative and adipogenic properties but also depot- and BMI-dependent proportions. Furthermore, we identified an omental-specific, high IGFBP2-expressing stromal population that transitions between mesothelial and mesenchymal cell states and inhibits hASPC adipogenesis through IGFBP2 secretion. Our analyses highlight the molecular and cellular uniqueness of different adipose niches, while our discovery of an anti-adipogenic IGFBP2+ omental-specific population provides a new rationale for the biomedically relevant, limited adipogenic capacity of omental hASPCs.


Assuntos
Adipogenia , Proteína 2 de Ligação a Fator de Crescimento Semelhante à Insulina , Omento , Células Estromais , Humanos , Omento/metabolismo , Omento/citologia , Proteína 2 de Ligação a Fator de Crescimento Semelhante à Insulina/metabolismo , Proteína 2 de Ligação a Fator de Crescimento Semelhante à Insulina/genética , Células Estromais/metabolismo , Células Estromais/citologia , Feminino , Masculino , Pessoa de Meia-Idade , Tecido Adiposo/metabolismo , Tecido Adiposo/citologia , Adulto , Epitélio/metabolismo , Células-Tronco/metabolismo , Células-Tronco/citologia , Células-Tronco Mesenquimais/metabolismo , Células-Tronco Mesenquimais/citologia , Idoso , Animais
5.
Trends Cell Biol ; 30(12): 937-950, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33148396

RESUMO

White adipose tissue (WAT) is a cellularly heterogeneous endocrine organ that not only serves as an energy reservoir, but also actively participates in metabolic homeostasis. Among the main constituents of adipose tissue are adipocytes, which arise from adipose stem and progenitor cells (ASPCs). While it is well known that these ASPCs reside in the stromal vascular fraction (SVF) of adipose tissue, their molecular heterogeneity and functional diversity is still poorly understood. Driven by the resolving power of single-cell transcriptomics, several recent studies provided new insights into the cellular complexity of ASPCs among different mammalian fat depots. In this review, we present current knowledge on ASPCs, their population structure, hierarchy, fat depot-specific nature, function, and regulatory mechanisms, and discuss not only the similarities, but also the differences between mouse and human ASPC biology.


Assuntos
Adipócitos/citologia , Mamíferos/metabolismo , Células-Tronco/citologia , Adipócitos/metabolismo , Adipogenia , Animais , Humanos , Obesidade/patologia , Células-Tronco/metabolismo
6.
Cell Stem Cell ; 24(3): 405-418.e7, 2019 03 07.
Artigo em Inglês | MEDLINE | ID: mdl-30849366

RESUMO

It has been recently shown that increased oxidative phosphorylation, as reflected by increased mitochondrial activity, together with impairment of the mitochondrial stress response, can severely compromise hematopoietic stem cell (HSC) regeneration. Here we show that the NAD+-boosting agent nicotinamide riboside (NR) reduces mitochondrial activity within HSCs through increased mitochondrial clearance, leading to increased asymmetric HSC divisions. NR dietary supplementation results in a significantly enlarged pool of progenitors, without concurrent HSC exhaustion, improves survival by 80%, and accelerates blood recovery after murine lethal irradiation and limiting-HSC transplantation. In immune-deficient mice, NR increased the production of human leucocytes from hCD34+ progenitors. Our work demonstrates for the first time a positive effect of NAD+-boosting strategies on the most primitive blood stem cells, establishing a link between HSC mitochondrial stress, mitophagy, and stem-cell fate decision, and unveiling the potential of NR to improve recovery of patients suffering from hematological failure including post chemo- and radiotherapy.


Assuntos
Hematopoese , Células-Tronco Hematopoéticas/citologia , Mitocôndrias/metabolismo , NAD/metabolismo , Niacinamida/análogos & derivados , Animais , Células Cultivadas , Células-Tronco Hematopoéticas/metabolismo , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Niacinamida/metabolismo , Compostos de Piridínio
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