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1.
J Allergy Clin Immunol ; 152(4): 876-886, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37315813

RESUMO

BACKGROUND: Patients with type-2 (T2) cytokine-low severe asthma often have persistent symptoms despite suppression of T2 inflammation with corticosteroids. OBJECTIVES: We sought to analyze whole blood transcriptome from 738 samples in T2-biomarker-high/-low patients with severe asthma to relate transcriptomic signatures to T2 biomarkers and asthma symptom scores. METHODS: Bulk RNA-seq data were generated for blood samples (baseline, week 24, week 48) from 301 participants recruited to a randomized clinical trial of corticosteroid optimization in severe asthma. Unsupervised clustering, differential gene expression analysis, and pathway analysis were performed. Patients were grouped by T2-biomarker status and symptoms. Associations between clinical characteristics and differentially expressed genes (DEGs) associated with biomarker and symptom levels were investigated. RESULTS: Unsupervised clustering identified 2 clusters; cluster 2 patients were blood eosinophil-low/symptom-high and more likely to be receiving oral corticosteroids (OCSs). Differential gene expression analysis of these clusters, with and without stratification for OCSs, identified 2960 and 4162 DEGs, respectively. Six hundred twenty-seven of 2960 genes remained after adjusting for OCSs by subtracting OCS signature genes. Pathway analysis identified dolichyl-diphosphooligosaccharide biosynthesis and assembly of RNA polymerase I complex as significantly enriched pathways. No stable DEGs were associated with high symptoms in T2-biomarker-low patients, but numerous associated with elevated T2 biomarkers, including 15 that were upregulated at all time points irrespective of symptom level. CONCLUSIONS: OCSs have a considerable effect on whole blood transcriptome. Differential gene expression analysis demonstrates a clear T2-biomarker transcriptomic signature, but no signature was found in association with T2-biomarker-low patients, including those with a high symptom burden.


Assuntos
Asma , Transcriptoma , Humanos , Asma/tratamento farmacológico , Asma/genética , Asma/diagnóstico , Perfilação da Expressão Gênica , Biomarcadores , Corticosteroides/uso terapêutico
2.
Res Sq ; 2023 Jan 26.
Artigo em Inglês | MEDLINE | ID: mdl-36747878

RESUMO

Inflammation and tissue fibrosis co-exist and are causally linked to organ dysfunction. However, the molecular mechanisms driving immune-fibroblast crosstalk in human cardiac disease remains unexplored and there are currently no therapeutics to target fibrosis. Here, we performed multi-omic single-cell gene expression, epitope mapping, and chromatin accessibility profiling in 38 donors, acutely infarcted, and chronically failing human hearts. We identified a disease-associated fibroblast trajectory marked by cell surface expression of fibroblast activator protein (FAP), which diverged into distinct myofibroblasts and pro-fibrotic fibroblast populations, the latter resembling matrifibrocytes. Pro-fibrotic fibroblasts were transcriptionally similar to cancer associated fibroblasts and expressed high levels of collagens and periostin (POSTN), thymocyte differentiation antigen 1 (THY-1), and endothelin receptor A (EDNRA) predicted to be driven by a RUNX1 gene regulatory network. We assessed the applicability of experimental systems to model tissue fibrosis and demonstrated that 3 different in vivo mouse models of cardiac injury were superior compared to cultured human heart and dermal fibroblasts in recapitulating the human disease phenotype. Ligand-receptor analysis and spatial transcriptomics predicted that interactions between C-C chemokine receptor type 2 (CCR2) macrophages and fibroblasts mediated by interleukin 1 beta (IL-1ß) signaling drove the emergence of pro-fibrotic fibroblasts within spatially defined niches. This concept was validated through in silico transcription factor perturbation and in vivo inhibition of IL-1ß signaling in fibroblasts where we observed reduced pro-fibrotic fibroblasts, preferential differentiation of fibroblasts towards myofibroblasts, and reduced cardiac fibrosis. Herein, we show a subset of macrophages signal to fibroblasts via IL-1ß and rewire their gene regulatory network and differentiation trajectory towards a pro-fibrotic fibroblast phenotype. These findings highlight the broader therapeutic potential of targeting inflammation to treat tissue fibrosis and restore organ function.

3.
Stem Cell Reports ; 18(1): 220-236, 2023 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-36525964

RESUMO

Titin-truncating variants (TTNtv) are the single largest genetic cause of dilated cardiomyopathy (DCM). In this study we modeled disease phenotypes of A-band TTNtv-induced DCM in human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) using genome editing and tissue engineering technologies. Transcriptomic, cellular, and micro-tissue studies revealed that A-band TTNtv hiPSC-CMs exhibit pathogenic proteinopathy, sarcomere defects, aberrant Na+ channel activities, and contractile dysfunction. These phenotypes establish a dual mechanism of poison peptide effect and haploinsufficiency that collectively contribute to DCM pathogenesis. However, TTNtv cellular defects did not interfere with the function of the core contractile machinery, the actin-myosin-troponin-Ca2+ complex, and preserved the therapeutic mechanism of sarcomere modulators. Treatment of TTNtv cardiac micro-tissues with investigational sarcomere modulators augmented contractility and resulted in sustained transcriptomic changes that promote reversal of DCM disease signatures. Together, our findings elucidate the underlying pathogenic mechanisms of A-band TTNtv-induced DCM and demonstrate the validity of sarcomere modulators as potential therapeutics.


Assuntos
Cardiomiopatia Dilatada , Células-Tronco Pluripotentes Induzidas , Humanos , Miócitos Cardíacos/patologia , Sarcômeros , Células-Tronco Pluripotentes Induzidas/patologia , Conectina/genética , Cardiomiopatia Dilatada/genética , Cardiomiopatia Dilatada/patologia , Contração Miocárdica
4.
Sci Rep ; 11(1): 17449, 2021 08 31.
Artigo em Inglês | MEDLINE | ID: mdl-34465831

RESUMO

Heart failure (HF) and cardiac arrhythmias share overlapping pathological mechanisms that act cooperatively to accelerate disease pathogenesis. Cardiac fibrosis is associated with both pathological conditions. Our previous work identified a link between phytosterol accumulation and cardiac injury in a mouse model of phytosterolemia, a rare disorder characterized by elevated circulating phytosterols and increased cardiovascular disease risk. Here, we uncover a previously unknown pathological link between phytosterols and cardiac arrhythmias in the same animal model. Phytosterolemia resulted in inflammatory pathway induction, premature ventricular contractions (PVC) and ventricular tachycardia (VT). Blockade of phytosterol absorption either by therapeutic inhibition or by genetic inactivation of NPC1L1 prevented the induction of inflammation and arrhythmogenesis. Inhibition of phytosterol absorption reduced inflammation and cardiac fibrosis, improved cardiac function, reduced the incidence of arrhythmias and increased survival in a mouse model of phytosterolemia. Collectively, this work identified a pathological mechanism whereby elevated phytosterols result in inflammation and cardiac fibrosis leading to impaired cardiac function, arrhythmias and sudden death. These comorbidities provide insight into the underlying pathophysiological mechanism for phytosterolemia-associated risk of sudden cardiac death.


Assuntos
Arritmias Cardíacas/patologia , Morte Súbita Cardíaca/patologia , Fibrose/patologia , Insuficiência Cardíaca/patologia , Hipercolesterolemia/complicações , Inflamação/patologia , Enteropatias/complicações , Erros Inatos do Metabolismo Lipídico/complicações , Fitosteróis/efeitos adversos , Fitosteróis/metabolismo , Membro 5 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/fisiologia , Membro 8 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/fisiologia , Animais , Arritmias Cardíacas/etiologia , Arritmias Cardíacas/metabolismo , Citocinas/sangue , Morte Súbita Cardíaca/etiologia , Fibrose/etiologia , Fibrose/metabolismo , Insuficiência Cardíaca/etiologia , Insuficiência Cardíaca/metabolismo , Inflamação/etiologia , Inflamação/metabolismo , Lipoproteínas/fisiologia , Proteínas de Membrana Transportadoras/fisiologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout
5.
Curr Cardiol Rep ; 23(7): 82, 2021 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-34081224

RESUMO

PURPOSE OF REVIEW: Cardiac fibroblast activation contributes to fibrosis, maladaptive remodeling and heart failure progression. This review summarizes the latest findings on cardiac fibroblast activation dynamics derived from single-cell transcriptomic analyses and discusses how this information may aid the development of new multispecific medicines. RECENT FINDINGS: Advances in single-cell gene expression technologies have led to the discovery of distinct fibroblast subsets, some of which are more prevalent in diseased tissue and exhibit temporal changes in response to injury. In parallel to the rapid development of single-cell platforms, the advent of multispecific therapeutics is beginning to transform the biopharmaceutical landscape, paving the way for the selective targeting of diseased fibroblast subpopulations. Insights gained from single-cell technologies reveal critical cardiac fibroblast subsets that play a pathogenic role in the progression of heart failure. Combined with the development of multispecific therapeutic agents that have enabled access to previously "undruggable" targets, we are entering a new era of precision medicine.


Assuntos
Miocárdio , Medicina de Precisão , Fibroblastos/patologia , Fibrose , Coração , Humanos , Miocárdio/patologia
6.
Sci Rep ; 11(1): 11839, 2021 06 04.
Artigo em Inglês | MEDLINE | ID: mdl-34088950

RESUMO

Heart failure with reduced ejection fraction (HFrEF) constitutes 50% of HF hospitalizations and is characterized by high rates of mortality. To explore the underlying mechanisms of HFrEF etiology and progression, we studied the molecular and cellular differences in four chambers of non-failing (NF, n = 10) and HFrEF (n = 12) human hearts. We identified 333 genes enriched within NF heart subregions and often associated with cardiovascular disease GWAS variants. Expression analysis of HFrEF tissues revealed extensive disease-associated transcriptional and signaling alterations in left atrium (LA) and left ventricle (LV). Common left heart HFrEF pathologies included mitochondrial dysfunction, cardiac hypertrophy and fibrosis. Oxidative stress and cardiac necrosis pathways were prominent within LV, whereas TGF-beta signaling was evident within LA. Cell type composition was estimated by deconvolution and revealed that HFrEF samples had smaller percentage of cardiomyocytes within the left heart, higher representation of fibroblasts within LA and perivascular cells within the left heart relative to NF samples. We identified essential modules associated with HFrEF pathology and linked transcriptome discoveries with human genetics findings. This study contributes to a growing body of knowledge describing chamber-specific transcriptomics and revealed genes and pathways that are associated with heart failure pathophysiology, which may aid in therapeutic target discovery.


Assuntos
Perfilação da Expressão Gênica , Insuficiência Cardíaca/metabolismo , Ventrículos do Coração/metabolismo , Disfunção Ventricular Esquerda/metabolismo , Feminino , Fibroblastos/metabolismo , Redes Reguladoras de Genes , Átrios do Coração/fisiopatologia , Insuficiência Cardíaca/fisiopatologia , Ventrículos do Coração/fisiopatologia , Hospitalização , Humanos , Masculino , Pessoa de Meia-Idade , Miocárdio/metabolismo , Miócitos Cardíacos/metabolismo , Necrose , Estresse Oxidativo , Prognóstico , Transdução de Sinais , Volume Sistólico/fisiologia , Transcrição Gênica , Transcriptoma , Disfunção Ventricular Esquerda/fisiopatologia , Função Ventricular Esquerda/fisiologia
7.
Nat Biotechnol ; 39(8): 968-977, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33875865

RESUMO

Several techniques are currently being developed for spatially resolved omics profiling, but each new method requires the setup of specific detection strategies or specialized instrumentation. Here we describe an imaging-free framework to localize high-throughput readouts within a tissue by cutting the sample into thin strips in a way that allows subsequent image reconstruction. We implemented this framework to transform a low-input RNA sequencing protocol into an imaging-free spatial transcriptomics technique (called STRP-seq) and validated it by profiling the spatial transcriptome of the mouse brain. We applied the technique to the brain of the Australian bearded dragon, Pogona vitticeps. Our results reveal the molecular anatomy of the telencephalon of this lizard, providing evidence for a marked regionalization of the reptilian pallium and subpallium. We expect that STRP-seq can be used to derive spatially resolved data from a range of other omics techniques.


Assuntos
Perfilação da Expressão Gênica/métodos , Imagem Molecular/métodos , Tomografia/métodos , Algoritmos , Animais , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Química Encefálica , Lagartos , Camundongos , Transcriptoma/genética
8.
BMC Genomics ; 22(1): 66, 2021 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-33472597

RESUMO

BACKGROUND: Elucidation of immune populations with single-cell RNA-seq has greatly benefited the field of immunology by deepening the characterization of immune heterogeneity and leading to the discovery of new subtypes. However, single-cell methods inherently suffer from limitations in the recovery of complete transcriptomes due to the prevalence of cellular and transcriptional dropout events. This issue is often compounded by limited sample availability and limited prior knowledge of heterogeneity, which can confound data interpretation. RESULTS: Here, we systematically benchmarked seven high-throughput single-cell RNA-seq methods. We prepared 21 libraries under identical conditions of a defined mixture of two human and two murine lymphocyte cell lines, simulating heterogeneity across immune-cell types and cell sizes. We evaluated methods by their cell recovery rate, library efficiency, sensitivity, and ability to recover expression signatures for each cell type. We observed higher mRNA detection sensitivity with the 10x Genomics 5' v1 and 3' v3 methods. We demonstrate that these methods have fewer dropout events, which facilitates the identification of differentially-expressed genes and improves the concordance of single-cell profiles to immune bulk RNA-seq signatures. CONCLUSION: Overall, our characterization of immune cell mixtures provides useful metrics, which can guide selection of a high-throughput single-cell RNA-seq method for profiling more complex immune-cell heterogeneity usually found in vivo.


Assuntos
Perfilação da Expressão Gênica , Análise de Célula Única , Animais , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Camundongos , RNA-Seq , Análise de Sequência de RNA , Transcriptoma
9.
PLoS One ; 14(3): e0214296, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30908559

RESUMO

Monocytes are a distinct subset of myeloid cells with diverse functions in early inflammatory immune modulation. While previous studies have surveyed the role of miRNA regulation on different myeloid cell lines and primary cultures, the time-dependent kinetics of inflammatory stimulation on miRNA expression and the relationship between miRNA-to-target RNA expression have not been comprehensively profiled in monocytes. In this study, we use next-generation sequencing and RT-PCR assays to analyze the non-coding small RNA transcriptome of unstimulated and lipopolysaccharide (LPS)-stimulated monocytes at 6 and 24 hours. We identified a miRNA signature consisting of five mature miRNAs (hsa-mir-146a, hsa-mir-155, hsa-mir-9, hsa-mir-147b, and hsa-mir-193a) upregulated by LPS-stimulated monocytes after 6 hours and found that most miRNAs were also upregulated after 24 hours of stimulation. Only one miRNA gene was down-regulated and no other small RNAs were found dysregulated in monocytes after LPS treatment. In addition, novel tRNA-derived fragments were also discovered in monocytes although none showed significant changes upon LPS stimulation. Interrogation of validated miRNA targets by transcriptomic analysis revealed that absolute expression of most miRNA targets implicating in innate immune response decreased over time in LPS-stimulated monocytes although their expression patterns along the treatment were heterogeneous. Our findings reveal a potential role by which selective miRNA upregulation and stable expression of other small RNAs enable monocytes to develop finely tuned cellular responses during acute inflammation.


Assuntos
Perfilação da Expressão Gênica/métodos , Lipopolissacarídeos/farmacologia , MicroRNAs/genética , Monócitos/metabolismo , Regulação da Expressão Gênica/efeitos dos fármacos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Monócitos/efeitos dos fármacos , Análise de Sequência de RNA
10.
Science ; 360(6391): 881-888, 2018 05 25.
Artigo em Inglês | MEDLINE | ID: mdl-29724907

RESUMO

Computations in the mammalian cortex are carried out by glutamatergic and γ-aminobutyric acid-releasing (GABAergic) neurons forming specialized circuits and areas. Here we asked how these neurons and areas evolved in amniotes. We built a gene expression atlas of the pallium of two reptilian species using large-scale single-cell messenger RNA sequencing. The transcriptomic signature of glutamatergic neurons in reptilian cortex suggests that mammalian neocortical layers are made of new cell types generated by diversification of ancestral gene-regulatory programs. By contrast, the diversity of reptilian cortical GABAergic neurons indicates that the interneuron classes known in mammals already existed in the common ancestor of all amniotes.


Assuntos
Evolução Biológica , Rastreamento de Células/métodos , Perfilação da Expressão Gênica/métodos , Hipocampo/citologia , Neocórtex/citologia , Répteis , Análise de Célula Única/métodos , Animais , Neurônios GABAérgicos/classificação , Neurônios GABAérgicos/citologia , Neuroglia/classificação , Neuroglia/citologia , Neurônios/classificação
11.
Brain Behav Evol ; 90(1): 41-52, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28866680

RESUMO

Our ability to navigate through the world depends on the function of the hippocampus. This old cortical structure plays a critical role in spatial navigation in mammals and in a variety of processes, including declarative and episodic memory and social behavior. Intense research has revealed much about hippocampal anatomy, physiology, and computation; yet, even intensely studied phenomena such as the shaping of place cell activity or the function of hippocampal firing patterns during sleep remain incompletely understood. Interestingly, while the hippocampus may be a 'higher order' area linked to a complex cortical hierarchy in mammals, it is an old cortical structure in evolutionary terms. The reptilian cortex, structurally much simpler than the mammalian cortex and hippocampus, therefore presents a good alternative model for exploring hippocampal function. Here, we trace common patterns in the evolution of the hippocampus of reptiles and mammals and ask which parts can be profitably compared to understand functional principles. In addition, we describe a selection of the highly diverse repertoire of reptilian behaviors to illustrate the value of a comparative approach towards understanding hippocampal function.


Assuntos
Evolução Biológica , Hipocampo/anatomia & histologia , Répteis/anatomia & histologia , Animais , Hipocampo/fisiologia , Humanos , Répteis/fisiologia , Memória Espacial/fisiologia , Navegação Espacial/fisiologia
13.
PLoS Biol ; 8(8)2010 Aug 31.
Artigo em Inglês | MEDLINE | ID: mdl-20824162

RESUMO

In Caenorhabditis elegans and Drosophila melanogaster, removing the germline precursor cells increases lifespan. In worms, and possibly also in flies, this lifespan extension requires the presence of somatic reproductive tissues. How the somatic gonad signals other tissues to increase lifespan is not known. The lifespan increase triggered by loss of the germ cells is known to require sterol hormone signaling, as reducing the activity of the nuclear hormone receptor DAF-12, or genes required for synthesis of the DAF-12 ligand dafachronic acid, prevents germline loss from extending lifespan. In addition to sterol signaling, the FOXO transcription factor DAF-16 is required to extend lifespan in animals that lack germ cells. DAF-12/NHR is known to assist with the nuclear accumulation of DAF-16/FOXO in these animals, yet we find that loss of DAF-12/NHR has little or no effect on the expression of at least some DAF-16/FOXO target genes. In this study, we show that the DAF-12-sterol signaling pathway has a second function to activate a distinct set of genes and extend lifespan in response to the somatic reproductive tissues. When germline-deficient animals lacking somatic reproductive tissues are given dafachronic acid, their expression of DAF-12/NHR-dependent target genes is restored and their lifespan is increased. Together, our findings indicate that in C. elegans lacking germ cells, the somatic reproductive tissues promote longevity via steroid hormone signaling to DAF-12.


Assuntos
Proteínas de Caenorhabditis elegans/metabolismo , Caenorhabditis elegans/fisiologia , Colestenos/farmacologia , Células Germinativas/citologia , Longevidade/fisiologia , Receptores Citoplasmáticos e Nucleares/metabolismo , Transdução de Sinais , Animais , Caenorhabditis elegans/citologia , Caenorhabditis elegans/efeitos dos fármacos , Caenorhabditis elegans/genética , Proteínas de Caenorhabditis elegans/genética , Regulação da Expressão Gênica no Desenvolvimento , Células Germinativas/metabolismo , Gônadas/citologia , Gônadas/fisiologia , Ligantes , Receptores Citoplasmáticos e Nucleares/genética , Reprodução/fisiologia , Esteroides/farmacologia
14.
Genetics ; 178(1): 513-26, 2008 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18202391

RESUMO

The two parts of the Caenorhabditis elegans reproductive system, the germ cells and the somatic reproductive tissues, each influence the life span of the animal. Removing the germ cells increases longevity, and this life span extension requires the somatic gonad. Here we show that the somatic gonad and the germ cells make distinct contributions to life span determination. The life span increase produced by loss of the germ cells requires the DAF-16/FOXO transcription factor. In response to germ-cell removal, DAF-16 accumulates in nuclei. We find that the somatic gonad is not required for DAF-16 nuclear accumulation or for the increased stress resistance that is produced by germ-cell removal. The somatic gonad is required, however, for expression of specific DAF-16 target genes. DAF-16 is known to be activated by reduced insulin/IGF-1 signaling in C. elegans. In certain insulin/IGF-1-pathway mutants, the somatic gonad is not required for germ-cell removal to extend life span. Our genetic experiments suggest that these mutations reduce insulin/IGF-1 signaling below a critical threshold level. At these low levels of insulin/IGF-1 signaling, factors normally provided by the somatic gonad are no longer needed for germ-cell removal to increase the expression of DAF-16 target genes.


Assuntos
Caenorhabditis elegans/fisiologia , Células Germinativas/metabolismo , Longevidade/fisiologia , Animais , Caenorhabditis elegans/citologia , Caenorhabditis elegans/genética , Proteínas de Caenorhabditis elegans/metabolismo , Núcleo Celular/metabolismo , Fatores de Transcrição Forkhead , Regulação da Expressão Gênica no Desenvolvimento , Gônadas/citologia , Gônadas/metabolismo , Insulina/metabolismo , Modelos Biológicos , Mutação/genética , Estresse Oxidativo , Transporte Proteico , Receptor de Insulina/metabolismo , Proteínas Recombinantes de Fusão/metabolismo , Reprodução , Transdução de Sinais , Superóxido Dismutase/metabolismo , Fatores de Transcrição/metabolismo
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