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1.
Front Immunol ; 14: 1275136, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38077315

RESUMEN

Introduction: People living with HIV (PLHIV) are characterized by functional reprogramming of innate immune cells even after long-term antiretroviral therapy (ART). In order to assess technical feasibility of omics technologies for application to larger cohorts, we compared multiple omics data layers. Methods: Bulk and single-cell transcriptomics, flow cytometry, proteomics, chromatin landscape analysis by ATAC-seq as well as ex vivo drug stimulation were performed in a small number of blood samples derived from PLHIV and healthy controls from the 200-HIV cohort study. Results: Single-cell RNA-seq analysis revealed that most immune cells in peripheral blood of PLHIV are altered in their transcriptomes and that a specific functional monocyte state previously described in acute HIV infection is still existing in PLHIV while other monocyte cell states are only occurring acute infection. Further, a reverse transcriptome approach on a rather small number of PLHIV was sufficient to identify drug candidates for reversing the transcriptional phenotype of monocytes in PLHIV. Discussion: These scientific findings and technological advancements for clinical application of single-cell transcriptomics form the basis for the larger 2000-HIV multicenter cohort study on PLHIV, for which a combination of bulk and single-cell transcriptomics will be included as the leading technology to determine disease endotypes in PLHIV and to predict disease trajectories and outcomes.


Asunto(s)
Fármacos Anti-VIH , Infecciones por VIH , Humanos , Fármacos Anti-VIH/uso terapéutico , Estudios de Cohortes , Monocitos , Estudios Multicéntricos como Asunto
2.
Front Immunol ; 13: 917232, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35979364

RESUMEN

Despite its high prevalence, the cellular and molecular mechanisms of chronic obstructive pulmonary disease (COPD) are far from being understood. Here, we determine disease-related changes in cellular and molecular compositions within the alveolar space and peripheral blood of a cohort of COPD patients and controls. Myeloid cells were the largest cellular compartment in the alveolar space with invading monocytes and proliferating macrophages elevated in COPD. Modeling cell-to-cell communication, signaling pathway usage, and transcription factor binding predicts TGF-ß1 to be a major upstream regulator of transcriptional changes in alveolar macrophages of COPD patients. Functionally, macrophages in COPD showed reduced antigen presentation capacity, accumulation of cholesteryl ester, reduced cellular chemotaxis, and mitochondrial dysfunction, reminiscent of impaired immune activation.


Asunto(s)
Macrófagos Alveolares , Enfermedad Pulmonar Obstructiva Crónica , Quimiotaxis/fisiología , Humanos , Macrófagos/metabolismo , Monocitos/metabolismo
3.
Cell Rep Med ; 3(6): 100652, 2022 06 21.
Artículo en Inglés | MEDLINE | ID: mdl-35675822

RESUMEN

Disease recovery dynamics are often difficult to assess, as patients display heterogeneous recovery courses. To model recovery dynamics, exemplified by severe COVID-19, we apply a computational scheme on longitudinally sampled blood transcriptomes, generating recovery states, which we then link to cellular and molecular mechanisms, presenting a framework for studying the kinetics of recovery compared with non-recovery over time and long-term effects of the disease. Specifically, a decrease in mature neutrophils is the strongest cellular effect during recovery, with direct implications on disease outcome. Furthermore, we present strong indications for global regulatory changes in gene programs, decoupled from cell compositional changes, including an early rise in T cell activation and differentiation, resulting in immune rebalancing between interferon and NF-κB activity and restoration of cell homeostasis. Overall, we present a clinically relevant computational framework for modeling disease recovery, paving the way for future studies of the recovery dynamics in other diseases and tissues.


Asunto(s)
COVID-19 , FN-kappa B , Diferenciación Celular , Humanos , Interferones/metabolismo , FN-kappa B/genética , Neutrófilos/metabolismo , Transducción de Señal
4.
Glia ; 70(1): 71-88, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34499767

RESUMEN

The tight regulation of microglia activity is key for precise responses to potential threats, while uncontrolled and exacerbated microglial activity is neurotoxic. Microglial toll-like receptors (TLRs) are indispensable for sensing different types of assaults and triggering an innate immune response. Cannabinoid receptor 2 (CB2) signaling is a key pathway to control microglial homeostasis and activation, and its activation is connected to changes in microglial activity. We aimed to investigate how CB2 signaling impacts TLR-mediated microglial activation. Here, we demonstrate that deletion of CB2 causes a dampened transcriptional response to prototypic TLR ligands in microglia. Loss of CB2 results in distinct microglial gene expression profiles, morphology, and activation. We show that the CB2-mediated attenuation of TLR-induced microglial activation is mainly p38 MAPK-dependent. Taken together, we demonstrate that CB2 expression and signaling are necessary to fine-tune TLR-induced activation programs in microglia.


Asunto(s)
Microglía , Receptores Toll-Like , Activación de Macrófagos , Microglía/metabolismo , Receptores de Cannabinoides/metabolismo , Transducción de Señal , Receptores Toll-Like/genética , Receptores Toll-Like/metabolismo
5.
Nat Commun ; 12(1): 7322, 2021 12 16.
Artículo en Inglés | MEDLINE | ID: mdl-34916498

RESUMEN

Blastocyst-derived stem cell lines were shown to self-organize into embryo-like structures in 3D cell culture environments. Here, we provide evidence that embryo-like structures can be generated solely based on transcription factor-mediated reprogramming of embryonic stem cells in a simple 3D co-culture system. Embryonic stem cells in these cultures self-organize into elongated, compartmentalized embryo-like structures reflecting aspects of the inner regions of the early post-implantation embryo. Single-cell RNA-sequencing reveals transcriptional profiles resembling epiblast, primitive-/visceral endoderm, and extraembryonic ectoderm of early murine embryos around E4.5-E5.5. In this stem cell-based embryo model, progression from rosette formation to lumenogenesis accompanied by progression from naïve- to primed pluripotency was observed within Epi-like cells. Additionally, lineage specification of primordial germ cells and distal/anterior visceral endoderm-like cells was observed in epiblast- or visceral endoderm-like compartments, respectively. The system presented in this study allows for fast and reproducible generation of embryo-like structures, providing an additional tool to study aspects of early embryogenesis.


Asunto(s)
Cuerpos Embrioides/citología , Desarrollo Embrionario , Células Madre Embrionarias/citología , Animales , Blastocisto/citología , Blastocisto/metabolismo , Técnicas de Cultivo Tridimensional de Células , Reprogramación Celular , Embrión de Mamíferos/embriología , Embrión de Mamíferos/metabolismo , Cuerpos Embrioides/metabolismo , Células Madre Embrionarias/metabolismo , Endodermo/embriología , Endodermo/metabolismo , Regulación del Desarrollo de la Expresión Génica , Ratones , RNA-Seq
6.
Immunity ; 54(11): 2650-2669.e14, 2021 11 09.
Artículo en Inglés | MEDLINE | ID: mdl-34592166

RESUMEN

Longitudinal analyses of the innate immune system, including the earliest time points, are essential to understand the immunopathogenesis and clinical course of coronavirus disease (COVID-19). Here, we performed a detailed characterization of natural killer (NK) cells in 205 patients (403 samples; days 2 to 41 after symptom onset) from four independent cohorts using single-cell transcriptomics and proteomics together with functional studies. We found elevated interferon (IFN)-α plasma levels in early severe COVD-19 alongside increased NK cell expression of IFN-stimulated genes (ISGs) and genes involved in IFN-α signaling, while upregulation of tumor necrosis factor (TNF)-induced genes was observed in moderate diseases. NK cells exert anti-SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) activity but are functionally impaired in severe COVID-19. Further, NK cell dysfunction may be relevant for the development of fibrotic lung disease in severe COVID-19, as NK cells exhibited impaired anti-fibrotic activity. Our study indicates preferential IFN-α and TNF responses in severe and moderate COVID-19, respectively, and associates a prolonged IFN-α-induced NK cell response with poorer disease outcome.


Asunto(s)
COVID-19/inmunología , Interferón-alfa/inmunología , Células Asesinas Naturales/inmunología , SARS-CoV-2/inmunología , Factor de Necrosis Tumoral alfa/metabolismo , Secuencia de Bases , Humanos , Inmunidad Innata/inmunología , Inflamación/inmunología , Interferón-alfa/sangre , Fibrosis Pulmonar/patología , RNA-Seq , Índice de Severidad de la Enfermedad , Transcriptoma/genética , Reino Unido , Estados Unidos
7.
Front Immunol ; 12: 652470, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33841435

RESUMEN

Strong evidence has been accumulated since the beginning of the COVID-19 pandemic that neutrophils play an important role in the pathophysiology, particularly in those with severe disease courses. While originally considered to be a rather homogeneous cell type, recent attention to neutrophils has uncovered their fascinating transcriptional and functional diversity as well as their developmental trajectories. These new findings are important to better understand the many facets of neutrophil involvement not only in COVID-19 but also many other acute or chronic inflammatory diseases, both communicable and non-communicable. Here, we highlight the observed immune deviation of neutrophils in COVID-19 and summarize several promising therapeutic attempts to precisely target neutrophils and their reactivity in patients with COVID-19.


Asunto(s)
COVID-19/epidemiología , COVID-19/inmunología , Neutrófilos/inmunología , Pandemias , SARS-CoV-2/inmunología , Humanos
8.
Genome Med ; 13(1): 7, 2021 01 13.
Artículo en Inglés | MEDLINE | ID: mdl-33441124

RESUMEN

BACKGROUND: The SARS-CoV-2 pandemic is currently leading to increasing numbers of COVID-19 patients all over the world. Clinical presentations range from asymptomatic, mild respiratory tract infection, to severe cases with acute respiratory distress syndrome, respiratory failure, and death. Reports on a dysregulated immune system in the severe cases call for a better characterization and understanding of the changes in the immune system. METHODS: In order to dissect COVID-19-driven immune host responses, we performed RNA-seq of whole blood cell transcriptomes and granulocyte preparations from mild and severe COVID-19 patients and analyzed the data using a combination of conventional and data-driven co-expression analysis. Additionally, publicly available data was used to show the distinction from COVID-19 to other diseases. Reverse drug target prediction was used to identify known or novel drug candidates based on finding from data-driven findings. RESULTS: Here, we profiled whole blood transcriptomes of 39 COVID-19 patients and 10 control donors enabling a data-driven stratification based on molecular phenotype. Neutrophil activation-associated signatures were prominently enriched in severe patient groups, which was corroborated in whole blood transcriptomes from an independent second cohort of 30 as well as in granulocyte samples from a third cohort of 16 COVID-19 patients (44 samples). Comparison of COVID-19 blood transcriptomes with those of a collection of over 3100 samples derived from 12 different viral infections, inflammatory diseases, and independent control samples revealed highly specific transcriptome signatures for COVID-19. Further, stratified transcriptomes predicted patient subgroup-specific drug candidates targeting the dysregulated systemic immune response of the host. CONCLUSIONS: Our study provides novel insights in the distinct molecular subgroups or phenotypes that are not simply explained by clinical parameters. We show that whole blood transcriptomes are extremely informative for COVID-19 since they capture granulocytes which are major drivers of disease severity.


Asunto(s)
COVID-19/patología , Neutrófilos/metabolismo , Transcriptoma , Antivirales/uso terapéutico , COVID-19/virología , Estudios de Casos y Controles , Regulación hacia Abajo , Reposicionamiento de Medicamentos , Humanos , Neutrófilos/citología , Neutrófilos/inmunología , Fenotipo , Análisis de Componente Principal , ARN/sangre , ARN/química , ARN/metabolismo , Análisis de Secuencia de ARN , Índice de Severidad de la Enfermedad , Regulación hacia Arriba , Tratamiento Farmacológico de COVID-19
9.
Cell ; 182(6): 1419-1440.e23, 2020 09 17.
Artículo en Inglés | MEDLINE | ID: mdl-32810438

RESUMEN

Coronavirus disease 2019 (COVID-19) is a mild to moderate respiratory tract infection, however, a subset of patients progress to severe disease and respiratory failure. The mechanism of protective immunity in mild forms and the pathogenesis of severe COVID-19 associated with increased neutrophil counts and dysregulated immune responses remain unclear. In a dual-center, two-cohort study, we combined single-cell RNA-sequencing and single-cell proteomics of whole-blood and peripheral-blood mononuclear cells to determine changes in immune cell composition and activation in mild versus severe COVID-19 (242 samples from 109 individuals) over time. HLA-DRhiCD11chi inflammatory monocytes with an interferon-stimulated gene signature were elevated in mild COVID-19. Severe COVID-19 was marked by occurrence of neutrophil precursors, as evidence of emergency myelopoiesis, dysfunctional mature neutrophils, and HLA-DRlo monocytes. Our study provides detailed insights into the systemic immune response to SARS-CoV-2 infection and reveals profound alterations in the myeloid cell compartment associated with severe COVID-19.


Asunto(s)
Infecciones por Coronavirus/inmunología , Células Mieloides/inmunología , Mielopoyesis , Neumonía Viral/inmunología , Adulto , Anciano , Antígenos CD11/genética , Antígenos CD11/metabolismo , COVID-19 , Células Cultivadas , Infecciones por Coronavirus/sangre , Infecciones por Coronavirus/patología , Femenino , Antígenos HLA-DR/genética , Antígenos HLA-DR/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Células Mieloides/citología , Pandemias , Neumonía Viral/sangre , Neumonía Viral/patología , Proteoma/genética , Proteoma/metabolismo , Proteómica , Análisis de la Célula Individual
10.
Front Immunol ; 10: 2035, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31543877

RESUMEN

Human monocytes are divided in three major populations; classical (CD14+CD16-), non-classical (CD14dimCD16+), and intermediate (CD14+CD16+). Each of these subsets is distinguished from each other by the expression of distinct surface markers and by their functions in homeostasis and disease. In this review, we discuss the most up-to-date phenotypic classification of human monocytes that has been greatly aided by the application of novel single-cell transcriptomic and mass cytometry technologies. Furthermore, we shed light on the role of these plastic immune cells in already recognized and emerging human chronic diseases, such as obesity, atherosclerosis, chronic obstructive pulmonary disease, lung fibrosis, lung cancer, and Alzheimer's disease. Our aim is to provide an insight into the contribution of human monocytes to the progression of these diseases and highlight their candidacy as potential therapeutic cell targets.


Asunto(s)
Inflamación/inmunología , Monocitos/inmunología , Animales , Enfermedad Crónica , Citometría de Flujo/métodos , Humanos , Fenotipo , Transcriptoma/inmunología
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