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2.
Science ; 383(6679): eadf6493, 2024 01 12.
Article in English | MEDLINE | ID: mdl-38207030

ABSTRACT

Neutrophils are increasingly recognized as key players in the tumor immune response and are associated with poor clinical outcomes. Despite recent advances characterizing the diversity of neutrophil states in cancer, common trajectories and mechanisms governing the ontogeny and relationship between these neutrophil states remain undefined. Here, we demonstrate that immature and mature neutrophils that enter tumors undergo irreversible epigenetic, transcriptional, and proteomic modifications to converge into a distinct, terminally differentiated dcTRAIL-R1+ state. Reprogrammed dcTRAIL-R1+ neutrophils predominantly localize to a glycolytic and hypoxic niche at the tumor core and exert pro-angiogenic function that favors tumor growth. We found similar trajectories in neutrophils across multiple tumor types and in humans, suggesting that targeting this program may provide a means of enhancing certain cancer immunotherapies.


Subject(s)
Cellular Reprogramming , Neoplasms , Neovascularization, Pathologic , Neutrophils , Humans , Neoplasms/blood supply , Neoplasms/immunology , Neutrophils/immunology , Proteomics , Cellular Reprogramming/genetics , Cellular Reprogramming/immunology , Neovascularization, Pathologic/genetics , Neovascularization, Pathologic/immunology , Receptors, TNF-Related Apoptosis-Inducing Ligand/immunology , Epigenesis, Genetic , Hypoxia , Transcription, Genetic
3.
Comput Biol Med ; 168: 107827, 2024 01.
Article in English | MEDLINE | ID: mdl-38086138

ABSTRACT

Identifying the most relevant variables or features in massive datasets for dimensionality reduction can lead to improved and more informative display, faster computation times, and more explainable models of complex systems. Despite significant advances and available algorithms, this task generally remains challenging, especially in unsupervised settings. In this work, we propose a method that constructs correlation networks using all intervening variables and then selects the most informative ones based on network bootstrapping. The method can be applied in both supervised and unsupervised scenarios. We demonstrate its functionality by applying Uniform Manifold Approximation and Projection for dimensionality reduction to several high-dimensional biological datasets, derived from 4D live imaging recordings of hundreds of morpho-kinetic variables, describing the dynamics of thousands of individual leukocytes at sites of prominent inflammation. We compare our method with other standard ones in the field, such as Principal Component Analysis and Elastic Net, showing that it outperforms them. The proposed method can be employed in a wide range of applications, encompassing data analysis and machine learning.


Subject(s)
Algorithms , Machine Learning , Principal Component Analysis
4.
Cell ; 186(21): 4546-4566.e27, 2023 Oct 12.
Article in English | MEDLINE | ID: mdl-37769657

ABSTRACT

Neutrophils are abundant immune cells in the circulation and frequently infiltrate tumors in substantial numbers. However, their precise functions in different cancer types remain incompletely understood, including in the brain microenvironment. We therefore investigated neutrophils in tumor tissue of glioma and brain metastasis patients, with matched peripheral blood, and herein describe the first in-depth analysis of neutrophil phenotypes and functions in these tissues. Orthogonal profiling strategies in humans and mice revealed that brain tumor-associated neutrophils (TANs) differ significantly from blood neutrophils and have a prolonged lifespan and immune-suppressive and pro-angiogenic capacity. TANs exhibit a distinct inflammatory signature, driven by a combination of soluble inflammatory mediators including tumor necrosis factor alpha (TNF-ɑ) and Ceruloplasmin, which is more pronounced in TANs from brain metastasis versus glioma. Myeloid cells, including tumor-associated macrophages, emerge at the core of this network of pro-inflammatory mediators, supporting the concept of a critical myeloid niche regulating overall immune suppression in human brain tumors.

5.
Nat Immunol ; 24(4): 575-584, 2023 04.
Article in English | MEDLINE | ID: mdl-36959290

ABSTRACT

Neutrophils are formidable defenders. Their vast numbers, constant production, high cytotoxicity and capacity to produce extracellular traps, underlie their ability to efficiently protect in a microorganism-rich world. However, neutrophils are much more than immune sentinels, as evidenced by the expanding repertoire of functions discovered in the context of tissue homeostasis, regeneration or chronic pathologies. In this Perspective, we discuss general functional features of the neutrophil compartment that may be relevant in most, if not all, physiological scenarios in which they participate, including specialization in naïve tissues, transcriptional noise in the bloodstream as a potential strategy for diversification and functional bias in inflammatory sites. We intentionally present the reader with more questions than answers and propose models and approaches that we hope will shed new light onto the biology of these fascinating cells and spark new directions of research.


Subject(s)
Extracellular Traps , Neutrophils , Homeostasis
6.
Cancer Cell ; 40(12): 1459-1461, 2022 12 12.
Article in English | MEDLINE | ID: mdl-36400019

ABSTRACT

Lung cancers are very heterogeneous, a feature that in part emanates from the tumor microenvironment. In this issue, Salcher et al. provide a comprehensive analysis of hundreds of patients with non-small cell lung cancer (NSCLC) at the single-cell level to discover extreme immune diversity and define neutrophil populations associated with treatment outcome.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Tumor Microenvironment
7.
Immunity ; 55(12): 2285-2299.e7, 2022 12 13.
Article in English | MEDLINE | ID: mdl-36272416

ABSTRACT

Intravascular neutrophils and platelets collaborate in maintaining host integrity, but their interaction can also trigger thrombotic complications. We report here that cooperation between neutrophil and platelet lineages extends to the earliest stages of platelet formation by megakaryocytes in the bone marrow. Using intravital microscopy, we show that neutrophils "plucked" intravascular megakaryocyte extensions, termed proplatelets, to control platelet production. Following CXCR4-CXCL12-dependent migration towards perisinusoidal megakaryocytes, plucking neutrophils actively pulled on proplatelets and triggered myosin light chain and extracellular-signal-regulated kinase activation through reactive oxygen species. By these mechanisms, neutrophils accelerate proplatelet growth and facilitate continuous release of platelets in steady state. Following myocardial infarction, plucking neutrophils drove excessive release of young, reticulated platelets and boosted the risk of recurrent ischemia. Ablation of neutrophil plucking normalized thrombopoiesis and reduced recurrent thrombosis after myocardial infarction and thrombus burden in venous thrombosis. We establish neutrophil plucking as a target to reduce thromboischemic events.


Subject(s)
Cardiovascular Diseases , Myocardial Infarction , Thrombosis , Humans , Megakaryocytes , Thrombopoiesis , Neutrophils , Blood Platelets/physiology
8.
FEBS J ; 289(13): 3692-3703, 2022 07.
Article in English | MEDLINE | ID: mdl-33999496

ABSTRACT

Neutrophils dominate the immunological landscape of multiple types of solid tumours in mice and humans and exert different pro- or antitumoral activity. This functional heterogeneity has prompted a search for different subsets and classifications of tumour-infiltrating neutrophils with the idea of better delineating their specific roles in cancer. In this review, we describe current studies that highlight specific mechanisms by which neutrophils exert pro- or antitumoral function and focus on how distinct tumour types induce unique functional states in neutrophils, co-opt granulopoiesis, modulate neutrophil ageing and prolong the neutrophil life span. In addition, we discuss how the tissue-specific tumour stroma and the stage of the cancer influence the function and number of tumour-infiltrating neutrophils. Finally, we explore different approaches to enhance the therapeutic efficacy in cancer types dominated by neutrophils.


Subject(s)
Neoplasms , Neutrophils , Animals , Mice , Neoplasms/pathology
9.
Nat Immunol ; 22(9): 1093-1106, 2021 09.
Article in English | MEDLINE | ID: mdl-34282331

ABSTRACT

Neutrophils display distinct gene expression patters depending on their developmental stage, activation state and tissue microenvironment. To determine the transcription factor networks that shape these responses in a mouse model, we integrated transcriptional and chromatin analyses of neutrophils during acute inflammation. We showed active chromatin remodeling at two transition stages: bone marrow-to-blood and blood-to-tissue. Analysis of differentially accessible regions revealed distinct sets of putative transcription factors associated with control of neutrophil inflammatory responses. Using ex vivo and in vivo approaches, we confirmed that RUNX1 and KLF6 modulate neutrophil maturation, whereas RELB, IRF5 and JUNB drive neutrophil effector responses and RFX2 and RELB promote survival. Interfering with neutrophil activation by targeting one of these factors, JUNB, reduced pathological inflammation in a mouse model of myocardial infarction. Therefore, our study represents a blueprint for transcriptional control of neutrophil responses in acute inflammation and opens possibilities for stage-specific therapeutic modulation of neutrophil function in disease.


Subject(s)
Chromatin Assembly and Disassembly/genetics , Inflammation/immunology , Neutrophils/immunology , Transcriptional Activation/genetics , Animals , CHO Cells , Cell Line , Core Binding Factor Alpha 2 Subunit/metabolism , Cricetulus , Female , Interferon Regulatory Factors/metabolism , Kruppel-Like Factor 6/metabolism , Mice , Mice, Inbred C57BL , Myocardial Infarction/immunology , Myocardial Infarction/pathology , Regulatory Factor X Transcription Factors/metabolism , Transcription Factor RelB/metabolism , Transcription Factors/metabolism , Transcription, Genetic/genetics
10.
NAR Genom Bioinform ; 3(2): lqab031, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33937766

ABSTRACT

Circadian-regulated genes are essential for tissue homeostasis and organismal function, and are therefore common targets of scrutiny. Detection of rhythmic genes using current analytical tools requires exhaustive sampling, a demand that is costly and raises ethical concerns, making it unfeasible in certain mammalian systems. Several non-parametric methods have been commonly used to analyze short-term (24 h) circadian data, such as JTK_cycle and MetaCycle. However, algorithm performance varies greatly depending on various biological and technical factors. Here, we present CircaN, an ad-hoc implementation of a non-linear mixed model for the identification of circadian genes in all types of omics data. Based on the variable but complementary results obtained through several biological and in silico datasets, we propose a combined approach of CircaN and non-parametric models to dramatically improve the number of circadian genes detected, without affecting accuracy. We also introduce an R package to make this approach available to the community.

11.
NPJ Vaccines ; 6(1): 52, 2021 Apr 12.
Article in English | MEDLINE | ID: mdl-33846352

ABSTRACT

Neutrophils are innate immune cells involved in the elimination of pathogens and can also induce adaptive immune responses. Nα and Nß neutrophils have been described with distinct in vitro capacity to generate antigen-specific CD8 T-cell responses. However, how these cell types exert their role in vivo and how manipulation of Nß/Nα ratio influences vaccine-mediated immune responses are not known. In this study, we find that these neutrophil subtypes show distinct migratory and motility patterns and different ability to interact with CD8 T cells in the spleen following vaccinia virus (VACV) infection. Moreover, after analysis of adhesion, inflammatory, and migration markers, we observe that Nß neutrophils overexpress the α4ß1 integrin compared to Nα. Finally, by inhibiting α4ß1 integrin, we increase the Nß/Nα ratio and enhance CD8 T-cell responses to HIV VACV-delivered antigens. These findings provide significant advancements in the comprehension of neutrophil-based control of adaptive immune system and their relevance in vaccine design.

12.
Curr Opin Immunol ; 68: 41-47, 2021 02.
Article in English | MEDLINE | ID: mdl-33038850

ABSTRACT

Recent high-dimensional technologies have enabled the characterization of heterogeneity in the neutrophil compartment at an unprecedented resolution. In this review, we discuss the emerging notion of heterogeneity within the neutrophil pool, and provide a detailed account of evolving concepts in the field. We place special focus on neutrophil differentiation in the bone marrow and plasticity in tissues, describe the limitations that arise when exploring neutrophil heterogeneity using single-cell analyses, and suggest state-of-the-art alternatives to improve their characterization. Finally, we propose strategies arising from these new concepts that may allow us to bridle neutrophil plasticity towards therapeutic benefit.


Subject(s)
Neutrophils/immunology , Animals , Humans , Single-Cell Analysis
13.
Cell ; 183(5): 1282-1297.e18, 2020 11 25.
Article in English | MEDLINE | ID: mdl-33098771

ABSTRACT

Classically considered short-lived and purely defensive leukocytes, neutrophils are unique in their fast and moldable response to stimulation. This plastic behavior may underlie variable and even antagonistic functions during inflammation or cancer, yet the full spectrum of neutrophil properties as they enter healthy tissues remains unexplored. Using a new model to track neutrophil fates, we found short but variable lifetimes across multiple tissues. Through analysis of the receptor, transcriptional, and chromatin accessibility landscapes, we identify varying neutrophil states and assign non-canonical functions, including vascular repair and hematopoietic homeostasis. Accordingly, depletion of neutrophils compromised angiogenesis during early age, genotoxic injury, and viral infection, and impaired hematopoietic recovery after irradiation. Neutrophils acquired these properties in target tissues, a process that, in the lungs, occurred in CXCL12-rich areas and relied on CXCR4. Our results reveal that tissues co-opt neutrophils en route for elimination to induce programs that support their physiological demands.


Subject(s)
Cell Lineage , Neutrophils/metabolism , Organ Specificity , Animals , Chromatin/metabolism , Female , Hematopoiesis , Intestines/blood supply , Lung/blood supply , Male , Mice, Inbred C57BL , Neovascularization, Physiologic , Nuclear Receptor Subfamily 4, Group A, Member 1/metabolism , Receptors, CXCR4/metabolism , Single-Cell Analysis , Transcription, Genetic , Transcriptome/genetics
15.
Stroke ; 50(10): 2922-2932, 2019 10.
Article in English | MEDLINE | ID: mdl-31451099

ABSTRACT

Background and Purpose- After stroke, the population of infiltrated neutrophils in the brain is heterogeneous, including a population of alternative neutrophils (N2) that express M2 phenotype markers. We explored the role of TLR4 (toll-like receptor 4) on neutrophil infiltration and polarization in this setting. Methods- Focal cerebral ischemia was induced by occlusion of the middle cerebral artery occlusion in TLR4-KO and WT (wild type) mice. Infarct size was measured by Nissl staining and magnetic resonance imaging. Leukocyte infiltration was quantified 48 hours after middle cerebral artery occlusion by immunofluorescence and flow cytometry. To elucidate mechanisms underlying TLR4-mediated N2 phenotype, a cDNA microarray analysis was performed in neutrophils isolated from blood 48 hours after stroke in WT and TLR4-KO mice. Results- As demonstrated previously, TLR4-deficient mice presented lesser infarct volumes than WT mice. TLR4-deficient mice showed higher density of infiltrated neutrophils 48 hours after stroke compared with WT mice, concomitantly to neuroprotection. Furthermore, cytometric and stereological analyses revealed an increased number of N2 neutrophils (YM1+ cells) into the ischemic core in TLR4-deficient mice, suggesting a protective effect of this neutrophil subset that was corroborated by depleting peripheral neutrophils or using mice with TLR4 genetically ablated in the myeloid lineage. Finally, cDNA microarray analysis in neutrophils, confirmed by quantitative polymerase chain reaction, showed that TLR4 modulates several pathways associated with ischemia-induced inflammation, migration of neutrophils into the parenchyma, and their functional priming, which might explain the opposite effect on outcome of the different neutrophil subsets. Conclusions- TLR4 deficiency increased the levels of alternative neutrophils (N2)-an effect associated with neuroprotection after stroke-supporting that modulation of neutrophil polarization is a major target of TLR4 and highlighting the crucial role of TLR4 at the peripheral level after stroke. Visual Overview- An online visual overview is available for this article.


Subject(s)
Infarction, Middle Cerebral Artery/pathology , Neutrophil Infiltration/physiology , Neutrophils/metabolism , Toll-Like Receptor 4/metabolism , Animals , Infarction, Middle Cerebral Artery/immunology , Infarction, Middle Cerebral Artery/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Neutrophils/cytology , Phenotype
16.
Immunity ; 50(2): 390-402.e10, 2019 02 19.
Article in English | MEDLINE | ID: mdl-30709741

ABSTRACT

Neutrophils eliminate pathogens efficiently but can inflict severe damage to the host if they over-activate within blood vessels. It is unclear how immunity solves the dilemma of mounting an efficient anti-microbial defense while preserving vascular health. Here, we identify a neutrophil-intrinsic program that enabled both. The gene Bmal1 regulated expression of the chemokine CXCL2 to induce chemokine receptor CXCR2-dependent diurnal changes in the transcriptional and migratory properties of circulating neutrophils. These diurnal alterations, referred to as neutrophil aging, were antagonized by CXCR4 (C-X-C chemokine receptor type 4) and regulated the outer topology of neutrophils to favor homeostatic egress from blood vessels at night, resulting in boosted anti-microbial activity in tissues. Mice engineered for constitutive neutrophil aging became resistant to infection, but the persistence of intravascular aged neutrophils predisposed them to thrombo-inflammation and death. Thus, diurnal compartmentalization of neutrophils, driven by an internal timer, coordinates immune defense and vascular protection.


Subject(s)
Blood Vessels/immunology , Circadian Rhythm/immunology , Neutrophils/immunology , Phagocytosis/immunology , Animals , Blood Vessels/metabolism , Candida albicans/immunology , Candida albicans/physiology , Cells, Cultured , Cellular Senescence/immunology , Chemokine CXCL2/immunology , Chemokine CXCL2/metabolism , Host-Pathogen Interactions/immunology , Humans , Inflammation/immunology , Inflammation/metabolism , Male , Mice, Inbred C57BL , Mice, Knockout , Neutrophil Infiltration/immunology , Neutrophils/metabolism , Neutrophils/microbiology , Receptors, CXCR4/immunology , Receptors, CXCR4/metabolism , Time Factors
17.
J Exp Med ; 215(11): 2778-2795, 2018 11 05.
Article in English | MEDLINE | ID: mdl-30282719

ABSTRACT

Immune protection relies on the capacity of neutrophils to infiltrate challenged tissues. Naive tissues, in contrast, are believed to remain free of these cells and protected from their toxic cargo. Here, we show that neutrophils are endowed with the capacity to infiltrate multiple tissues in the steady-state, a process that follows tissue-specific dynamics. By focusing in two particular tissues, the intestine and the lungs, we find that neutrophils infiltrating the intestine are engulfed by resident macrophages, resulting in repression of Il23 transcription, reduced G-CSF in plasma, and reinforced activity of distant bone marrow niches. In contrast, diurnal accumulation of neutrophils within the pulmonary vasculature influenced circadian transcription in the lungs. Neutrophil-influenced transcripts in this organ were associated with carcinogenesis and migration. Consistently, we found that neutrophils dictated the diurnal patterns of lung invasion by melanoma cells. Homeostatic infiltration of tissues unveils a facet of neutrophil biology that supports organ function, but can also instigate pathological states.


Subject(s)
Lung Neoplasms/immunology , Lung/immunology , Melanoma/immunology , Neutrophil Infiltration/immunology , Neutrophils/immunology , Animals , Female , Granulocyte Colony-Stimulating Factor/genetics , Granulocyte Colony-Stimulating Factor/immunology , Interleukin-23/genetics , Interleukin-23/immunology , Lung/pathology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Lung Neoplasms/secondary , Macrophages/immunology , Macrophages/pathology , Male , Melanoma/genetics , Melanoma/pathology , Mice , Mice, Knockout , Neoplasm Invasiveness/genetics , Neoplasm Invasiveness/immunology , Neutrophils/pathology , Transcription, Genetic/immunology
18.
J Cereb Blood Flow Metab ; 38(12): 2150-2164, 2018 12.
Article in English | MEDLINE | ID: mdl-30129391

ABSTRACT

Ischemic brain injury causes a local inflammatory response, involving the activation of resident brain cells such as microglia and the recruitment of infiltrating immune cells. Increasing evidence supports that plasticity of the myeloid cell lineage is determinant for the specific role of these cells on stroke outcome, from initiation and maintenance to resolution of post-ischemic inflammation. The aim of this review is to summarize some of the key characteristics of these cells and the mechanisms for their recruitment into the injured brain through interactions with platelets, endothelial cells and other leukocytes. Also, we discuss the existence of different leukocyte subsets in the ischemic tissue and, specifically, the impact of different myeloid phenotypes on stroke outcome, with special emphasis on neutrophils and their interplay with platelets. Knowledge of these cellular phenotypes and interactions may pave the way to new therapies able to promote protective immune responses and tissue repair after cerebral ischemia.


Subject(s)
Myeloid Cells/pathology , Neuroimmunomodulation/physiology , Stroke/pathology , Animals , Humans , Inflammation/immunology , Inflammation/pathology , Myeloid Cells/immunology , Stroke/immunology
19.
J Leukoc Biol ; 104(4): 743-756, 2018 10.
Article in English | MEDLINE | ID: mdl-29947422

ABSTRACT

The functions of macrophages in healthy tissues extend beyond their well-established roles as immune sentinels and effectors. Among tissues, cells of the brain and heart possess unique excitatory properties that likely demand special support. Accordingly, existing evidence demonstrates that microglia in the brain has an active role in synaptic organization, control of neuronal excitability, phagocytic removal of debris, and trophic support during brain development. In the heart, recent studies suggest that cardiac macrophages are involved in the regulation of heart homeostasis by phagocytosis, production of trophic, and immune-related factors, and by forming direct contacts with cardiomyocytes to regulate electrical conduction. In this review, we discuss mechanisms associated with the high degree of specialization of resident macrophages in both tissues, their origin and heterogeneity, and their contributions in regulating homeostasis under steady-state and pathological conditions.


Subject(s)
Brain/cytology , Macrophages/physiology , Myocardium/cytology , Animals , Brain/immunology , Cell Death , Cellular Microenvironment , Heart/physiology , Heart Conduction System/physiology , Homeostasis , Humans , Infections/immunology , Infections/pathology , Macrophages/immunology , Microglia/physiology , Myocardial Infarction/immunology , Myocardial Infarction/pathology , Myocardium/immunology , Myocytes, Cardiac/immunology , Neovascularization, Physiologic , Neurogenesis , Neurons/cytology , Phagocytosis , Synapses/physiology , Yolk Sac/cytology
20.
Science ; 353(6304)2016 09 09.
Article in English | MEDLINE | ID: mdl-27492475

ABSTRACT

Tissue-resident macrophages support embryonic development and tissue homeostasis and repair. The mechanisms that control their differentiation remain unclear. We report here that erythro-myeloid progenitors in mice generate premacrophages (pMacs) that simultaneously colonize the whole embryo from embryonic day 9.5 in a chemokine-receptor-dependent manner. The core macrophage program initiated in pMacs is rapidly diversified as expression of transcriptional regulators becomes tissue-specific in early macrophages. This process appears essential for macrophage specification and maintenance, as inactivation of Id3 impairs the development of liver macrophages and results in selective Kupffer cell deficiency in adults. We propose that macrophage differentiation is an integral part of organogenesis, as colonization of organ anlagen by pMacs is followed by their specification into tissue macrophages, hereby generating the macrophage diversity observed in postnatal tissues.


Subject(s)
Cell Differentiation/genetics , Embryo, Mammalian/cytology , Gene Expression Regulation, Developmental , Macrophages/cytology , Myeloid Progenitor Cells/cytology , Organogenesis , Animals , CX3C Chemokine Receptor 1 , Embryonic Development , Embryonic Induction , Erythroid Precursor Cells/cytology , Erythroid Precursor Cells/metabolism , Female , Hematopoiesis/genetics , Hematopoiesis/physiology , Inhibitor of Differentiation Proteins/metabolism , Kupffer Cells/cytology , Kupffer Cells/metabolism , Macrophages/metabolism , Mice , Mice, Mutant Strains , Myeloid Progenitor Cells/metabolism , Organ Specificity , Receptors, Chemokine/genetics , Transcriptome
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